2021-07-07 12:04:41,189 - 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/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.4.0 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: 1.3.6 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.16.0+c6b75d0 ------------------------------------------------------------ 2021-07-07 12:04:41,191 - mmaction - INFO - Distributed training: True 2021-07-07 12:04:42,106 - mmaction - INFO - Config: model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, speed_ratio=8, channel_ratio=8, slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, num_classes=400, spatial_type='avg', dropout_ratio=0.5), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=4) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/Kinetics400/kinetics_400_train_SH36_frames' data_root_val = 'data/Kinetics400/kinetics_400_val_SH36_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' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict( type='RawFrameDecode', io_backend='memcached', 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'), 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', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type='RawframeDataset', ann_file='data/Kinetics400/kinetics_train_list_hd320.txt', data_prefix='data/Kinetics400/kinetics_400_train_SH36_frames', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict( type='RawFrameDecode', io_backend='memcached', 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'), 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', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ]), val=dict( type='RawframeDataset', ann_file='data/Kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/Kinetics400/kinetics_400_val_SH36_frames', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='RawframeDataset', ann_file='data/Kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/Kinetics400/kinetics_400_val_SH36_frames', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', 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'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ])) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy']) optimizer = dict(type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) lr_config = dict( policy='CosineAnnealing', min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=34) total_epochs = 256 precise_bn = dict(num_iters=200, interval=1) work_dir = '/mnt/lustre/liguankai/work_dir/prebn_16_0707' find_unused_parameters = False gpu_ids = range(0, 16) omnisource = False module_hooks = [] 2021-07-07 12:04:51,258 - mmaction - INFO - Start running, host: liguankai@SH-IDC2-172-20-21-219, work_dir: /mnt/lustre/liguankai/work_dir/prebn_16_0707 2021-07-07 12:04:51,259 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2021-07-07 12:06:20,273 - mmaction - INFO - Epoch [1][20/1879] lr: 1.003e-02, eta: 24 days, 18:31:29, time: 4.450, data_time: 3.452, memory: 6462, top1_acc: 0.0035, top5_acc: 0.0164, loss_cls: 5.9934, loss: 5.9934, grad_norm: 2.7327 2021-07-07 12:06:36,748 - mmaction - INFO - Epoch [1][40/1879] lr: 1.005e-02, eta: 14 days, 16:09:50, time: 0.822, data_time: 0.006, memory: 6462, top1_acc: 0.0035, top5_acc: 0.0227, loss_cls: 5.9701, loss: 5.9701, grad_norm: 2.7054 2021-07-07 12:06:53,082 - mmaction - INFO - Epoch [1][60/1879] lr: 1.008e-02, eta: 11 days, 7:10:22, time: 0.818, data_time: 0.003, memory: 6462, top1_acc: 0.0078, top5_acc: 0.0352, loss_cls: 5.9233, loss: 5.9233, grad_norm: 2.7388 2021-07-07 12:07:09,587 - mmaction - INFO - Epoch [1][80/1879] lr: 1.011e-02, eta: 9 days, 14:49:56, time: 0.822, data_time: 0.005, memory: 6462, top1_acc: 0.0105, top5_acc: 0.0398, loss_cls: 5.8886, loss: 5.8886, grad_norm: 2.7607 2021-07-07 12:07:26,104 - mmaction - INFO - Epoch [1][100/1879] lr: 1.014e-02, eta: 8 days, 14:47:28, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.0121, top5_acc: 0.0437, loss_cls: 5.8515, loss: 5.8515, grad_norm: 2.7899 2021-07-07 12:07:42,585 - mmaction - INFO - Epoch [1][120/1879] lr: 1.017e-02, eta: 7 days, 22:41:42, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.0148, top5_acc: 0.0484, loss_cls: 5.8252, loss: 5.8252, grad_norm: 2.8348 2021-07-07 12:07:59,011 - mmaction - INFO - Epoch [1][140/1879] lr: 1.020e-02, eta: 7 days, 11:04:48, time: 0.819, data_time: 0.001, memory: 6462, top1_acc: 0.0187, top5_acc: 0.0559, loss_cls: 5.7758, loss: 5.7758, grad_norm: 2.8490 2021-07-07 12:08:15,614 - mmaction - INFO - Epoch [1][160/1879] lr: 1.022e-02, eta: 7 days, 2:34:03, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.0180, top5_acc: 0.0609, loss_cls: 5.7409, loss: 5.7409, grad_norm: 2.8660 2021-07-07 12:08:32,169 - mmaction - INFO - Epoch [1][180/1879] lr: 1.025e-02, eta: 6 days, 19:54:13, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.0137, top5_acc: 0.0676, loss_cls: 5.7497, loss: 5.7497, grad_norm: 2.8425 2021-07-07 12:08:48,801 - mmaction - INFO - Epoch [1][200/1879] lr: 1.028e-02, eta: 6 days, 14:37:28, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.0184, top5_acc: 0.0691, loss_cls: 5.7214, loss: 5.7214, grad_norm: 2.8729 2021-07-07 12:09:05,608 - mmaction - INFO - Epoch [1][220/1879] lr: 1.031e-02, eta: 6 days, 10:21:43, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.0199, top5_acc: 0.0707, loss_cls: 5.7013, loss: 5.7013, grad_norm: 2.8485 2021-07-07 12:09:22,397 - mmaction - INFO - Epoch [1][240/1879] lr: 1.034e-02, eta: 6 days, 6:52:15, time: 0.843, data_time: 0.006, memory: 6462, top1_acc: 0.0199, top5_acc: 0.0691, loss_cls: 5.6766, loss: 5.6766, grad_norm: 2.8944 2021-07-07 12:09:39,243 - mmaction - INFO - Epoch [1][260/1879] lr: 1.036e-02, eta: 6 days, 3:51:18, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.0172, top5_acc: 0.0660, loss_cls: 5.6732, loss: 5.6732, grad_norm: 2.8744 2021-07-07 12:09:55,983 - mmaction - INFO - Epoch [1][280/1879] lr: 1.039e-02, eta: 6 days, 1:19:30, time: 0.843, data_time: 0.007, memory: 6462, top1_acc: 0.0180, top5_acc: 0.0855, loss_cls: 5.6560, loss: 5.6560, grad_norm: 2.8537 2021-07-07 12:10:12,991 - mmaction - INFO - Epoch [1][300/1879] lr: 1.042e-02, eta: 5 days, 23:10:00, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.0199, top5_acc: 0.0754, loss_cls: 5.6764, loss: 5.6764, grad_norm: 2.8500 2021-07-07 12:10:29,965 - mmaction - INFO - Epoch [1][320/1879] lr: 1.045e-02, eta: 5 days, 21:18:52, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.0215, top5_acc: 0.0777, loss_cls: 5.6459, loss: 5.6459, grad_norm: 2.8539 2021-07-07 12:10:46,974 - mmaction - INFO - Epoch [1][340/1879] lr: 1.048e-02, eta: 5 days, 19:40:58, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0207, top5_acc: 0.0758, loss_cls: 5.6399, loss: 5.6399, grad_norm: 2.8729 2021-07-07 12:11:03,785 - mmaction - INFO - Epoch [1][360/1879] lr: 1.051e-02, eta: 5 days, 18:09:09, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.0207, top5_acc: 0.0785, loss_cls: 5.6522, loss: 5.6522, grad_norm: 2.8345 2021-07-07 12:11:20,742 - mmaction - INFO - Epoch [1][380/1879] lr: 1.053e-02, eta: 5 days, 16:50:19, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0195, top5_acc: 0.0688, loss_cls: 5.6386, loss: 5.6386, grad_norm: 2.8159 2021-07-07 12:11:37,522 - mmaction - INFO - Epoch [1][400/1879] lr: 1.056e-02, eta: 5 days, 15:35:12, time: 0.838, data_time: 0.000, memory: 6462, top1_acc: 0.0219, top5_acc: 0.0855, loss_cls: 5.6095, loss: 5.6095, grad_norm: 2.8308 2021-07-07 12:11:54,414 - mmaction - INFO - Epoch [1][420/1879] lr: 1.059e-02, eta: 5 days, 14:28:35, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.0250, top5_acc: 0.0813, loss_cls: 5.6402, loss: 5.6402, grad_norm: 2.8277 2021-07-07 12:12:11,319 - mmaction - INFO - Epoch [1][440/1879] lr: 1.062e-02, eta: 5 days, 13:30:31, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0266, top5_acc: 0.0852, loss_cls: 5.5889, loss: 5.5889, grad_norm: 2.8368 2021-07-07 12:12:28,254 - mmaction - INFO - Epoch [1][460/1879] lr: 1.065e-02, eta: 5 days, 12:36:13, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.0227, top5_acc: 0.0813, loss_cls: 5.5935, loss: 5.5935, grad_norm: 2.8056 2021-07-07 12:12:45,247 - mmaction - INFO - Epoch [1][480/1879] lr: 1.067e-02, eta: 5 days, 11:48:02, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.0238, top5_acc: 0.0809, loss_cls: 5.6019, loss: 5.6019, grad_norm: 2.8003 2021-07-07 12:13:02,281 - mmaction - INFO - Epoch [1][500/1879] lr: 1.070e-02, eta: 5 days, 11:04:31, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.0203, top5_acc: 0.0852, loss_cls: 5.6005, loss: 5.6005, grad_norm: 2.8950 2021-07-07 12:13:19,312 - mmaction - INFO - Epoch [1][520/1879] lr: 1.073e-02, eta: 5 days, 10:24:09, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0242, top5_acc: 0.0836, loss_cls: 5.5670, loss: 5.5670, grad_norm: 2.8150 2021-07-07 12:13:36,324 - mmaction - INFO - Epoch [1][540/1879] lr: 1.076e-02, eta: 5 days, 9:46:12, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.0301, top5_acc: 0.0797, loss_cls: 5.6031, loss: 5.6031, grad_norm: 2.8042 2021-07-07 12:13:53,405 - mmaction - INFO - Epoch [1][560/1879] lr: 1.079e-02, eta: 5 days, 9:11:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0258, top5_acc: 0.0898, loss_cls: 5.5370, loss: 5.5370, grad_norm: 2.8446 2021-07-07 12:14:10,337 - mmaction - INFO - Epoch [1][580/1879] lr: 1.082e-02, eta: 5 days, 8:38:02, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.0234, top5_acc: 0.0797, loss_cls: 5.5745, loss: 5.5745, grad_norm: 2.7522 2021-07-07 12:14:27,396 - mmaction - INFO - Epoch [1][600/1879] lr: 1.084e-02, eta: 5 days, 8:07:25, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0289, top5_acc: 0.0871, loss_cls: 5.5588, loss: 5.5588, grad_norm: 2.8087 2021-07-07 12:14:44,294 - mmaction - INFO - Epoch [1][620/1879] lr: 1.087e-02, eta: 5 days, 7:38:03, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.0270, top5_acc: 0.0914, loss_cls: 5.5524, loss: 5.5524, grad_norm: 2.8464 2021-07-07 12:15:01,318 - mmaction - INFO - Epoch [1][640/1879] lr: 1.090e-02, eta: 5 days, 7:11:08, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.0301, top5_acc: 0.0918, loss_cls: 5.5198, loss: 5.5198, grad_norm: 2.7606 2021-07-07 12:15:18,083 - mmaction - INFO - Epoch [1][660/1879] lr: 1.093e-02, eta: 5 days, 6:43:00, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.0301, top5_acc: 0.0934, loss_cls: 5.5169, loss: 5.5169, grad_norm: 2.7822 2021-07-07 12:15:35,289 - mmaction - INFO - Epoch [1][680/1879] lr: 1.096e-02, eta: 5 days, 6:21:54, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.0312, top5_acc: 0.0973, loss_cls: 5.5042, loss: 5.5042, grad_norm: 2.7815 2021-07-07 12:15:52,274 - mmaction - INFO - Epoch [1][700/1879] lr: 1.098e-02, eta: 5 days, 5:58:57, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.0293, top5_acc: 0.0941, loss_cls: 5.5457, loss: 5.5457, grad_norm: 2.7882 2021-07-07 12:16:09,357 - mmaction - INFO - Epoch [1][720/1879] lr: 1.101e-02, eta: 5 days, 5:38:59, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0297, top5_acc: 0.1062, loss_cls: 5.4805, loss: 5.4805, grad_norm: 2.7484 2021-07-07 12:16:26,410 - mmaction - INFO - Epoch [1][740/1879] lr: 1.104e-02, eta: 5 days, 5:18:51, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.0273, top5_acc: 0.1004, loss_cls: 5.4841, loss: 5.4841, grad_norm: 2.7594 2021-07-07 12:16:43,451 - mmaction - INFO - Epoch [1][760/1879] lr: 1.107e-02, eta: 5 days, 5:00:11, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0285, top5_acc: 0.0988, loss_cls: 5.5152, loss: 5.5152, grad_norm: 2.7264 2021-07-07 12:17:00,472 - mmaction - INFO - Epoch [1][780/1879] lr: 1.110e-02, eta: 5 days, 4:42:24, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.0305, top5_acc: 0.0953, loss_cls: 5.4924, loss: 5.4924, grad_norm: 2.7772 2021-07-07 12:17:17,489 - mmaction - INFO - Epoch [1][800/1879] lr: 1.113e-02, eta: 5 days, 4:25:25, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0285, top5_acc: 0.1031, loss_cls: 5.4585, loss: 5.4585, grad_norm: 2.7696 2021-07-07 12:17:34,536 - mmaction - INFO - Epoch [1][820/1879] lr: 1.115e-02, eta: 5 days, 4:09:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0285, top5_acc: 0.0887, loss_cls: 5.5355, loss: 5.5355, grad_norm: 2.7420 2021-07-07 12:17:51,599 - mmaction - INFO - Epoch [1][840/1879] lr: 1.118e-02, eta: 5 days, 3:54:22, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.0336, top5_acc: 0.1070, loss_cls: 5.4882, loss: 5.4882, grad_norm: 2.7149 2021-07-07 12:18:08,562 - mmaction - INFO - Epoch [1][860/1879] lr: 1.121e-02, eta: 5 days, 3:38:37, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0336, top5_acc: 0.1031, loss_cls: 5.4896, loss: 5.4896, grad_norm: 2.7186 2021-07-07 12:18:25,603 - mmaction - INFO - Epoch [1][880/1879] lr: 1.124e-02, eta: 5 days, 3:25:00, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0316, top5_acc: 0.1051, loss_cls: 5.4458, loss: 5.4458, grad_norm: 2.7466 2021-07-07 12:18:42,623 - mmaction - INFO - Epoch [1][900/1879] lr: 1.127e-02, eta: 5 days, 3:10:51, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.0324, top5_acc: 0.1031, loss_cls: 5.4748, loss: 5.4748, grad_norm: 2.7263 2021-07-07 12:18:59,625 - mmaction - INFO - Epoch [1][920/1879] lr: 1.129e-02, eta: 5 days, 2:58:22, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0242, top5_acc: 0.1000, loss_cls: 5.4848, loss: 5.4848, grad_norm: 2.7104 2021-07-07 12:19:16,845 - mmaction - INFO - Epoch [1][940/1879] lr: 1.132e-02, eta: 5 days, 2:47:29, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.0332, top5_acc: 0.1074, loss_cls: 5.4386, loss: 5.4386, grad_norm: 2.7200 2021-07-07 12:19:33,773 - mmaction - INFO - Epoch [1][960/1879] lr: 1.135e-02, eta: 5 days, 2:34:56, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.0359, top5_acc: 0.1148, loss_cls: 5.4548, loss: 5.4548, grad_norm: 2.7215 2021-07-07 12:19:50,874 - mmaction - INFO - Epoch [1][980/1879] lr: 1.138e-02, eta: 5 days, 2:23:57, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0316, top5_acc: 0.1039, loss_cls: 5.4748, loss: 5.4748, grad_norm: 2.7287 2021-07-07 12:20:07,855 - mmaction - INFO - Epoch [1][1000/1879] lr: 1.141e-02, eta: 5 days, 2:12:37, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0316, top5_acc: 0.1098, loss_cls: 5.4804, loss: 5.4804, grad_norm: 2.7043 2021-07-07 12:20:24,745 - mmaction - INFO - Epoch [1][1020/1879] lr: 1.144e-02, eta: 5 days, 2:01:20, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0352, top5_acc: 0.1191, loss_cls: 5.4384, loss: 5.4384, grad_norm: 2.6710 2021-07-07 12:20:41,717 - mmaction - INFO - Epoch [1][1040/1879] lr: 1.146e-02, eta: 5 days, 1:50:18, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.0344, top5_acc: 0.1070, loss_cls: 5.4473, loss: 5.4473, grad_norm: 2.7143 2021-07-07 12:20:58,708 - mmaction - INFO - Epoch [1][1060/1879] lr: 1.149e-02, eta: 5 days, 1:40:26, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.0293, top5_acc: 0.1023, loss_cls: 5.4854, loss: 5.4854, grad_norm: 2.6611 2021-07-07 12:21:15,653 - mmaction - INFO - Epoch [1][1080/1879] lr: 1.152e-02, eta: 5 days, 1:30:35, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.0309, top5_acc: 0.1098, loss_cls: 5.4368, loss: 5.4368, grad_norm: 2.6928 2021-07-07 12:21:32,607 - mmaction - INFO - Epoch [1][1100/1879] lr: 1.155e-02, eta: 5 days, 1:21:02, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.0297, top5_acc: 0.0965, loss_cls: 5.4719, loss: 5.4719, grad_norm: 2.6874 2021-07-07 12:21:49,583 - mmaction - INFO - Epoch [1][1120/1879] lr: 1.158e-02, eta: 5 days, 1:11:33, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.0332, top5_acc: 0.1027, loss_cls: 5.4316, loss: 5.4316, grad_norm: 2.6901 2021-07-07 12:22:06,494 - mmaction - INFO - Epoch [1][1140/1879] lr: 1.160e-02, eta: 5 days, 1:02:48, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.0395, top5_acc: 0.1133, loss_cls: 5.4347, loss: 5.4347, grad_norm: 2.7069 2021-07-07 12:22:23,530 - mmaction - INFO - Epoch [1][1160/1879] lr: 1.163e-02, eta: 5 days, 0:54:34, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0328, top5_acc: 0.0992, loss_cls: 5.4641, loss: 5.4641, grad_norm: 2.6408 2021-07-07 12:22:40,534 - mmaction - INFO - Epoch [1][1180/1879] lr: 1.166e-02, eta: 5 days, 0:46:32, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.0285, top5_acc: 0.1004, loss_cls: 5.4256, loss: 5.4256, grad_norm: 2.6738 2021-07-07 12:22:57,604 - mmaction - INFO - Epoch [1][1200/1879] lr: 1.169e-02, eta: 5 days, 0:39:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0328, top5_acc: 0.1074, loss_cls: 5.4300, loss: 5.4300, grad_norm: 2.6620 2021-07-07 12:23:14,649 - mmaction - INFO - Epoch [1][1220/1879] lr: 1.172e-02, eta: 5 days, 0:31:56, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.0352, top5_acc: 0.1098, loss_cls: 5.4035, loss: 5.4035, grad_norm: 2.6609 2021-07-07 12:23:31,685 - mmaction - INFO - Epoch [1][1240/1879] lr: 1.175e-02, eta: 5 days, 0:24:40, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0301, top5_acc: 0.1113, loss_cls: 5.4027, loss: 5.4027, grad_norm: 2.6454 2021-07-07 12:23:48,700 - mmaction - INFO - Epoch [1][1260/1879] lr: 1.177e-02, eta: 5 days, 0:17:49, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0352, top5_acc: 0.1164, loss_cls: 5.3490, loss: 5.3490, grad_norm: 2.6279 2021-07-07 12:24:05,713 - mmaction - INFO - Epoch [1][1280/1879] lr: 1.180e-02, eta: 5 days, 0:11:01, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.0324, top5_acc: 0.1191, loss_cls: 5.3784, loss: 5.3784, grad_norm: 2.6544 2021-07-07 12:24:22,776 - mmaction - INFO - Epoch [1][1300/1879] lr: 1.183e-02, eta: 5 days, 0:04:49, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0328, top5_acc: 0.1160, loss_cls: 5.3943, loss: 5.3943, grad_norm: 2.6647 2021-07-07 12:24:39,812 - mmaction - INFO - Epoch [1][1320/1879] lr: 1.186e-02, eta: 4 days, 23:58:36, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0367, top5_acc: 0.1160, loss_cls: 5.3996, loss: 5.3996, grad_norm: 2.6374 2021-07-07 12:24:56,883 - mmaction - INFO - Epoch [1][1340/1879] lr: 1.189e-02, eta: 4 days, 23:52:29, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0359, top5_acc: 0.1145, loss_cls: 5.4008, loss: 5.4008, grad_norm: 2.6537 2021-07-07 12:25:13,980 - mmaction - INFO - Epoch [1][1360/1879] lr: 1.191e-02, eta: 4 days, 23:47:02, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.0297, top5_acc: 0.1012, loss_cls: 5.4177, loss: 5.4177, grad_norm: 2.6479 2021-07-07 12:25:31,030 - mmaction - INFO - Epoch [1][1380/1879] lr: 1.194e-02, eta: 4 days, 23:41:36, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1215, loss_cls: 5.3564, loss: 5.3564, grad_norm: 2.6387 2021-07-07 12:25:48,057 - mmaction - INFO - Epoch [1][1400/1879] lr: 1.197e-02, eta: 4 days, 23:35:44, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.0332, top5_acc: 0.1059, loss_cls: 5.3933, loss: 5.3933, grad_norm: 2.5818 2021-07-07 12:26:05,105 - mmaction - INFO - Epoch [1][1420/1879] lr: 1.200e-02, eta: 4 days, 23:30:21, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0359, top5_acc: 0.1164, loss_cls: 5.3726, loss: 5.3726, grad_norm: 2.5590 2021-07-07 12:26:22,097 - mmaction - INFO - Epoch [1][1440/1879] lr: 1.203e-02, eta: 4 days, 23:24:52, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0398, top5_acc: 0.1246, loss_cls: 5.3663, loss: 5.3663, grad_norm: 2.6483 2021-07-07 12:26:39,085 - mmaction - INFO - Epoch [1][1460/1879] lr: 1.206e-02, eta: 4 days, 23:19:14, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.0379, top5_acc: 0.1152, loss_cls: 5.4331, loss: 5.4331, grad_norm: 2.7420 2021-07-07 12:26:56,151 - mmaction - INFO - Epoch [1][1480/1879] lr: 1.208e-02, eta: 4 days, 23:14:34, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.0363, top5_acc: 0.1105, loss_cls: 5.4056, loss: 5.4056, grad_norm: 2.6441 2021-07-07 12:27:13,255 - mmaction - INFO - Epoch [1][1500/1879] lr: 1.211e-02, eta: 4 days, 23:09:53, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.0367, top5_acc: 0.1125, loss_cls: 5.4063, loss: 5.4063, grad_norm: 2.6123 2021-07-07 12:27:30,346 - mmaction - INFO - Epoch [1][1520/1879] lr: 1.214e-02, eta: 4 days, 23:05:00, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0371, top5_acc: 0.1148, loss_cls: 5.4103, loss: 5.4103, grad_norm: 2.6150 2021-07-07 12:27:47,444 - mmaction - INFO - Epoch [1][1540/1879] lr: 1.217e-02, eta: 4 days, 23:01:11, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.0316, top5_acc: 0.1082, loss_cls: 5.3917, loss: 5.3917, grad_norm: 2.5938 2021-07-07 12:28:04,600 - mmaction - INFO - Epoch [1][1560/1879] lr: 1.220e-02, eta: 4 days, 22:56:56, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0375, top5_acc: 0.1137, loss_cls: 5.4027, loss: 5.4027, grad_norm: 2.5971 2021-07-07 12:28:21,577 - mmaction - INFO - Epoch [1][1580/1879] lr: 1.222e-02, eta: 4 days, 22:52:26, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0359, top5_acc: 0.1195, loss_cls: 5.3769, loss: 5.3769, grad_norm: 2.6000 2021-07-07 12:28:38,757 - mmaction - INFO - Epoch [1][1600/1879] lr: 1.225e-02, eta: 4 days, 22:48:32, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0406, top5_acc: 0.1363, loss_cls: 5.3387, loss: 5.3387, grad_norm: 2.5762 2021-07-07 12:28:55,710 - mmaction - INFO - Epoch [1][1620/1879] lr: 1.228e-02, eta: 4 days, 22:43:59, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0309, top5_acc: 0.1230, loss_cls: 5.3527, loss: 5.3527, grad_norm: 2.6058 2021-07-07 12:29:12,860 - mmaction - INFO - Epoch [1][1640/1879] lr: 1.231e-02, eta: 4 days, 22:40:13, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.0387, top5_acc: 0.1281, loss_cls: 5.3272, loss: 5.3272, grad_norm: 2.5879 2021-07-07 12:29:29,703 - mmaction - INFO - Epoch [1][1660/1879] lr: 1.234e-02, eta: 4 days, 22:35:18, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.0387, top5_acc: 0.1223, loss_cls: 5.3575, loss: 5.3575, grad_norm: 2.6487 2021-07-07 12:29:46,915 - mmaction - INFO - Epoch [1][1680/1879] lr: 1.237e-02, eta: 4 days, 22:32:06, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.0418, top5_acc: 0.1215, loss_cls: 5.3628, loss: 5.3628, grad_norm: 2.6204 2021-07-07 12:30:03,848 - mmaction - INFO - Epoch [1][1700/1879] lr: 1.239e-02, eta: 4 days, 22:27:46, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.0355, top5_acc: 0.1215, loss_cls: 5.3745, loss: 5.3745, grad_norm: 2.6071 2021-07-07 12:30:20,945 - mmaction - INFO - Epoch [1][1720/1879] lr: 1.242e-02, eta: 4 days, 22:24:11, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1277, loss_cls: 5.3532, loss: 5.3532, grad_norm: 2.5948 2021-07-07 12:30:37,847 - mmaction - INFO - Epoch [1][1740/1879] lr: 1.245e-02, eta: 4 days, 22:19:42, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.0363, top5_acc: 0.1281, loss_cls: 5.3487, loss: 5.3487, grad_norm: 2.5825 2021-07-07 12:30:54,898 - mmaction - INFO - Epoch [1][1760/1879] lr: 1.248e-02, eta: 4 days, 22:16:19, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.0379, top5_acc: 0.1262, loss_cls: 5.3690, loss: 5.3690, grad_norm: 2.6283 2021-07-07 12:31:11,773 - mmaction - INFO - Epoch [1][1780/1879] lr: 1.251e-02, eta: 4 days, 22:12:03, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.0359, top5_acc: 0.1223, loss_cls: 5.3603, loss: 5.3603, grad_norm: 2.5889 2021-07-07 12:31:28,887 - mmaction - INFO - Epoch [1][1800/1879] lr: 1.253e-02, eta: 4 days, 22:08:52, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.0410, top5_acc: 0.1141, loss_cls: 5.3582, loss: 5.3582, grad_norm: 2.5812 2021-07-07 12:31:46,069 - mmaction - INFO - Epoch [1][1820/1879] lr: 1.256e-02, eta: 4 days, 22:05:58, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.0367, top5_acc: 0.1203, loss_cls: 5.3829, loss: 5.3829, grad_norm: 2.5906 2021-07-07 12:32:03,190 - mmaction - INFO - Epoch [1][1840/1879] lr: 1.259e-02, eta: 4 days, 22:02:52, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.0328, top5_acc: 0.1180, loss_cls: 5.3584, loss: 5.3584, grad_norm: 2.5650 2021-07-07 12:32:20,226 - mmaction - INFO - Epoch [1][1860/1879] lr: 1.262e-02, eta: 4 days, 21:59:47, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1211, loss_cls: 5.3468, loss: 5.3468, grad_norm: 2.5574 2021-07-07 12:32:40,249 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 12:32:40,253 - mmaction - INFO - 106 BN found 2021-07-07 12:37:09,954 - mmaction - INFO - BN stats updated 2021-07-07 12:38:35,779 - mmaction - INFO - Epoch [2][20/1879] lr: 1.267e-02, eta: 5 days, 1:26:11, time: 4.190, data_time: 3.371, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1254, loss_cls: 5.3487, loss: 5.3487, grad_norm: 2.5648 2021-07-07 12:38:52,396 - mmaction - INFO - Epoch [2][40/1879] lr: 1.270e-02, eta: 5 days, 1:18:52, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.0457, top5_acc: 0.1367, loss_cls: 5.3084, loss: 5.3084, grad_norm: 2.5295 2021-07-07 12:39:08,837 - mmaction - INFO - Epoch [2][60/1879] lr: 1.273e-02, eta: 5 days, 1:11:21, time: 0.824, data_time: 0.003, memory: 6462, top1_acc: 0.0352, top5_acc: 0.1273, loss_cls: 5.3155, loss: 5.3155, grad_norm: 2.5632 2021-07-07 12:39:25,468 - mmaction - INFO - Epoch [2][80/1879] lr: 1.276e-02, eta: 5 days, 1:04:23, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.0398, top5_acc: 0.1250, loss_cls: 5.2740, loss: 5.2740, grad_norm: 2.5567 2021-07-07 12:39:42,145 - mmaction - INFO - Epoch [2][100/1879] lr: 1.279e-02, eta: 5 days, 0:58:12, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.0355, top5_acc: 0.1301, loss_cls: 5.3308, loss: 5.3308, grad_norm: 2.5023 2021-07-07 12:39:58,842 - mmaction - INFO - Epoch [2][120/1879] lr: 1.281e-02, eta: 5 days, 0:51:44, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.0434, top5_acc: 0.1293, loss_cls: 5.2972, loss: 5.2972, grad_norm: 2.5073 2021-07-07 12:40:15,389 - mmaction - INFO - Epoch [2][140/1879] lr: 1.284e-02, eta: 5 days, 0:45:07, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.0418, top5_acc: 0.1289, loss_cls: 5.3495, loss: 5.3495, grad_norm: 2.5379 2021-07-07 12:40:32,272 - mmaction - INFO - Epoch [2][160/1879] lr: 1.287e-02, eta: 5 days, 0:39:46, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.0480, top5_acc: 0.1406, loss_cls: 5.2807, loss: 5.2807, grad_norm: 2.5370 2021-07-07 12:40:49,156 - mmaction - INFO - Epoch [2][180/1879] lr: 1.290e-02, eta: 5 days, 0:34:35, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1402, loss_cls: 5.3024, loss: 5.3024, grad_norm: 2.4931 2021-07-07 12:41:06,033 - mmaction - INFO - Epoch [2][200/1879] lr: 1.293e-02, eta: 5 days, 0:29:40, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.0406, top5_acc: 0.1270, loss_cls: 5.3263, loss: 5.3263, grad_norm: 2.5159 2021-07-07 12:41:22,906 - mmaction - INFO - Epoch [2][220/1879] lr: 1.296e-02, eta: 5 days, 0:24:40, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.0379, top5_acc: 0.1285, loss_cls: 5.3343, loss: 5.3343, grad_norm: 2.5160 2021-07-07 12:41:39,948 - mmaction - INFO - Epoch [2][240/1879] lr: 1.298e-02, eta: 5 days, 0:20:07, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.0383, top5_acc: 0.1309, loss_cls: 5.3165, loss: 5.3165, grad_norm: 2.4917 2021-07-07 12:41:56,872 - mmaction - INFO - Epoch [2][260/1879] lr: 1.301e-02, eta: 5 days, 0:15:42, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.0363, top5_acc: 0.1332, loss_cls: 5.2970, loss: 5.2970, grad_norm: 2.5054 2021-07-07 12:42:13,848 - mmaction - INFO - Epoch [2][280/1879] lr: 1.304e-02, eta: 5 days, 0:11:19, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1379, loss_cls: 5.2670, loss: 5.2670, grad_norm: 2.6085 2021-07-07 12:42:30,918 - mmaction - INFO - Epoch [2][300/1879] lr: 1.307e-02, eta: 5 days, 0:07:21, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1242, loss_cls: 5.3021, loss: 5.3021, grad_norm: 2.5083 2021-07-07 12:42:47,770 - mmaction - INFO - Epoch [2][320/1879] lr: 1.310e-02, eta: 5 days, 0:02:35, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1352, loss_cls: 5.2870, loss: 5.2870, grad_norm: 2.4807 2021-07-07 12:43:04,775 - mmaction - INFO - Epoch [2][340/1879] lr: 1.312e-02, eta: 4 days, 23:58:32, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0363, top5_acc: 0.1156, loss_cls: 5.3224, loss: 5.3224, grad_norm: 2.5205 2021-07-07 12:43:21,559 - mmaction - INFO - Epoch [2][360/1879] lr: 1.315e-02, eta: 4 days, 23:53:49, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.0410, top5_acc: 0.1277, loss_cls: 5.3109, loss: 5.3109, grad_norm: 2.5470 2021-07-07 12:43:38,634 - mmaction - INFO - Epoch [2][380/1879] lr: 1.318e-02, eta: 4 days, 23:50:01, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1355, loss_cls: 5.3004, loss: 5.3004, grad_norm: 2.4785 2021-07-07 12:43:55,569 - mmaction - INFO - Epoch [2][400/1879] lr: 1.321e-02, eta: 4 days, 23:45:56, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1398, loss_cls: 5.2397, loss: 5.2397, grad_norm: 2.5607 2021-07-07 12:44:12,504 - mmaction - INFO - Epoch [2][420/1879] lr: 1.324e-02, eta: 4 days, 23:41:58, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1391, loss_cls: 5.3218, loss: 5.3218, grad_norm: 2.5199 2021-07-07 12:44:29,491 - mmaction - INFO - Epoch [2][440/1879] lr: 1.327e-02, eta: 4 days, 23:38:08, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1262, loss_cls: 5.2723, loss: 5.2723, grad_norm: 2.4830 2021-07-07 12:44:46,591 - mmaction - INFO - Epoch [2][460/1879] lr: 1.329e-02, eta: 4 days, 23:34:41, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.0457, top5_acc: 0.1453, loss_cls: 5.2101, loss: 5.2101, grad_norm: 2.5335 2021-07-07 12:45:03,701 - mmaction - INFO - Epoch [2][480/1879] lr: 1.332e-02, eta: 4 days, 23:31:35, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0516, top5_acc: 0.1500, loss_cls: 5.2664, loss: 5.2664, grad_norm: 2.4488 2021-07-07 12:45:20,568 - mmaction - INFO - Epoch [2][500/1879] lr: 1.335e-02, eta: 4 days, 23:27:33, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.0437, top5_acc: 0.1434, loss_cls: 5.2721, loss: 5.2721, grad_norm: 2.4289 2021-07-07 12:45:37,714 - mmaction - INFO - Epoch [2][520/1879] lr: 1.338e-02, eta: 4 days, 23:24:33, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0469, top5_acc: 0.1332, loss_cls: 5.2827, loss: 5.2827, grad_norm: 2.4222 2021-07-07 12:45:54,732 - mmaction - INFO - Epoch [2][540/1879] lr: 1.341e-02, eta: 4 days, 23:21:02, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0500, top5_acc: 0.1359, loss_cls: 5.2893, loss: 5.2893, grad_norm: 2.5137 2021-07-07 12:46:11,707 - mmaction - INFO - Epoch [2][560/1879] lr: 1.343e-02, eta: 4 days, 23:17:32, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.0449, top5_acc: 0.1320, loss_cls: 5.2800, loss: 5.2800, grad_norm: 2.4725 2021-07-07 12:46:28,642 - mmaction - INFO - Epoch [2][580/1879] lr: 1.346e-02, eta: 4 days, 23:14:00, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.0406, top5_acc: 0.1383, loss_cls: 5.2611, loss: 5.2611, grad_norm: 2.4759 2021-07-07 12:46:45,722 - mmaction - INFO - Epoch [2][600/1879] lr: 1.349e-02, eta: 4 days, 23:10:45, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.0437, top5_acc: 0.1355, loss_cls: 5.2686, loss: 5.2686, grad_norm: 2.5134 2021-07-07 12:47:02,838 - mmaction - INFO - Epoch [2][620/1879] lr: 1.352e-02, eta: 4 days, 23:08:01, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.0414, top5_acc: 0.1453, loss_cls: 5.2735, loss: 5.2735, grad_norm: 2.4193 2021-07-07 12:47:19,807 - mmaction - INFO - Epoch [2][640/1879] lr: 1.355e-02, eta: 4 days, 23:04:40, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.0492, top5_acc: 0.1426, loss_cls: 5.2460, loss: 5.2460, grad_norm: 2.4612 2021-07-07 12:47:36,946 - mmaction - INFO - Epoch [2][660/1879] lr: 1.357e-02, eta: 4 days, 23:01:51, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.0469, top5_acc: 0.1484, loss_cls: 5.2420, loss: 5.2420, grad_norm: 2.4158 2021-07-07 12:47:54,121 - mmaction - INFO - Epoch [2][680/1879] lr: 1.360e-02, eta: 4 days, 22:59:17, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1387, loss_cls: 5.2807, loss: 5.2807, grad_norm: 2.4558 2021-07-07 12:48:11,333 - mmaction - INFO - Epoch [2][700/1879] lr: 1.363e-02, eta: 4 days, 22:56:58, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.0480, top5_acc: 0.1336, loss_cls: 5.2418, loss: 5.2418, grad_norm: 2.4177 2021-07-07 12:48:28,308 - mmaction - INFO - Epoch [2][720/1879] lr: 1.366e-02, eta: 4 days, 22:53:42, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0469, top5_acc: 0.1402, loss_cls: 5.2648, loss: 5.2648, grad_norm: 2.4370 2021-07-07 12:48:45,275 - mmaction - INFO - Epoch [2][740/1879] lr: 1.369e-02, eta: 4 days, 22:50:39, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0391, top5_acc: 0.1379, loss_cls: 5.2958, loss: 5.2958, grad_norm: 2.4980 2021-07-07 12:49:02,481 - mmaction - INFO - Epoch [2][760/1879] lr: 1.372e-02, eta: 4 days, 22:48:17, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.0520, top5_acc: 0.1488, loss_cls: 5.2045, loss: 5.2045, grad_norm: 2.3924 2021-07-07 12:49:19,355 - mmaction - INFO - Epoch [2][780/1879] lr: 1.374e-02, eta: 4 days, 22:45:00, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.0504, top5_acc: 0.1477, loss_cls: 5.2534, loss: 5.2534, grad_norm: 2.4204 2021-07-07 12:49:36,416 - mmaction - INFO - Epoch [2][800/1879] lr: 1.377e-02, eta: 4 days, 22:42:14, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.0441, top5_acc: 0.1473, loss_cls: 5.2396, loss: 5.2396, grad_norm: 2.4631 2021-07-07 12:49:53,608 - mmaction - INFO - Epoch [2][820/1879] lr: 1.380e-02, eta: 4 days, 22:39:49, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.0375, top5_acc: 0.1273, loss_cls: 5.2967, loss: 5.2967, grad_norm: 2.4004 2021-07-07 12:50:10,635 - mmaction - INFO - Epoch [2][840/1879] lr: 1.383e-02, eta: 4 days, 22:37:17, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1484, loss_cls: 5.2127, loss: 5.2127, grad_norm: 2.4158 2021-07-07 12:50:27,785 - mmaction - INFO - Epoch [2][860/1879] lr: 1.386e-02, eta: 4 days, 22:34:43, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.0539, top5_acc: 0.1660, loss_cls: 5.1870, loss: 5.1870, grad_norm: 2.3800 2021-07-07 12:50:44,719 - mmaction - INFO - Epoch [2][880/1879] lr: 1.388e-02, eta: 4 days, 22:31:57, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.0375, top5_acc: 0.1344, loss_cls: 5.2836, loss: 5.2836, grad_norm: 2.3912 2021-07-07 12:51:01,791 - mmaction - INFO - Epoch [2][900/1879] lr: 1.391e-02, eta: 4 days, 22:29:20, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.0383, top5_acc: 0.1352, loss_cls: 5.2271, loss: 5.2271, grad_norm: 2.3578 2021-07-07 12:51:19,009 - mmaction - INFO - Epoch [2][920/1879] lr: 1.394e-02, eta: 4 days, 22:27:25, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.0437, top5_acc: 0.1414, loss_cls: 5.2265, loss: 5.2265, grad_norm: 2.3866 2021-07-07 12:51:36,128 - mmaction - INFO - Epoch [2][940/1879] lr: 1.397e-02, eta: 4 days, 22:24:51, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0441, top5_acc: 0.1355, loss_cls: 5.2634, loss: 5.2634, grad_norm: 2.4288 2021-07-07 12:51:53,113 - mmaction - INFO - Epoch [2][960/1879] lr: 1.400e-02, eta: 4 days, 22:22:22, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.0531, top5_acc: 0.1422, loss_cls: 5.2454, loss: 5.2454, grad_norm: 2.4185 2021-07-07 12:52:10,263 - mmaction - INFO - Epoch [2][980/1879] lr: 1.403e-02, eta: 4 days, 22:20:07, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0414, top5_acc: 0.1500, loss_cls: 5.2234, loss: 5.2234, grad_norm: 2.3796 2021-07-07 12:52:27,492 - mmaction - INFO - Epoch [2][1000/1879] lr: 1.405e-02, eta: 4 days, 22:18:16, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1383, loss_cls: 5.2076, loss: 5.2076, grad_norm: 2.3565 2021-07-07 12:52:44,665 - mmaction - INFO - Epoch [2][1020/1879] lr: 1.408e-02, eta: 4 days, 22:16:15, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.0449, top5_acc: 0.1449, loss_cls: 5.2426, loss: 5.2426, grad_norm: 2.3596 2021-07-07 12:53:01,882 - mmaction - INFO - Epoch [2][1040/1879] lr: 1.411e-02, eta: 4 days, 22:14:13, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.0441, top5_acc: 0.1418, loss_cls: 5.2161, loss: 5.2161, grad_norm: 2.4024 2021-07-07 12:53:19,024 - mmaction - INFO - Epoch [2][1060/1879] lr: 1.414e-02, eta: 4 days, 22:12:08, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0383, top5_acc: 0.1367, loss_cls: 5.2336, loss: 5.2336, grad_norm: 2.3612 2021-07-07 12:53:36,205 - mmaction - INFO - Epoch [2][1080/1879] lr: 1.417e-02, eta: 4 days, 22:10:14, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.0477, top5_acc: 0.1492, loss_cls: 5.2078, loss: 5.2078, grad_norm: 2.3324 2021-07-07 12:53:53,466 - mmaction - INFO - Epoch [2][1100/1879] lr: 1.419e-02, eta: 4 days, 22:08:23, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1418, loss_cls: 5.2491, loss: 5.2491, grad_norm: 2.3692 2021-07-07 12:54:10,719 - mmaction - INFO - Epoch [2][1120/1879] lr: 1.422e-02, eta: 4 days, 22:06:43, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.0492, top5_acc: 0.1430, loss_cls: 5.1853, loss: 5.1853, grad_norm: 2.4005 2021-07-07 12:54:27,937 - mmaction - INFO - Epoch [2][1140/1879] lr: 1.425e-02, eta: 4 days, 22:04:55, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1273, loss_cls: 5.2552, loss: 5.2552, grad_norm: 2.3437 2021-07-07 12:54:45,070 - mmaction - INFO - Epoch [2][1160/1879] lr: 1.428e-02, eta: 4 days, 22:02:53, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1547, loss_cls: 5.1979, loss: 5.1979, grad_norm: 2.3724 2021-07-07 12:55:02,274 - mmaction - INFO - Epoch [2][1180/1879] lr: 1.431e-02, eta: 4 days, 22:01:06, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1477, loss_cls: 5.2120, loss: 5.2120, grad_norm: 2.3592 2021-07-07 12:55:19,388 - mmaction - INFO - Epoch [2][1200/1879] lr: 1.434e-02, eta: 4 days, 21:59:05, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1430, loss_cls: 5.2048, loss: 5.2048, grad_norm: 2.3230 2021-07-07 12:55:36,575 - mmaction - INFO - Epoch [2][1220/1879] lr: 1.436e-02, eta: 4 days, 21:57:19, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.0457, top5_acc: 0.1445, loss_cls: 5.2394, loss: 5.2394, grad_norm: 2.3673 2021-07-07 12:55:53,692 - mmaction - INFO - Epoch [2][1240/1879] lr: 1.439e-02, eta: 4 days, 21:55:18, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.0469, top5_acc: 0.1469, loss_cls: 5.2044, loss: 5.2044, grad_norm: 2.2847 2021-07-07 12:56:10,855 - mmaction - INFO - Epoch [2][1260/1879] lr: 1.442e-02, eta: 4 days, 21:53:22, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1461, loss_cls: 5.2270, loss: 5.2270, grad_norm: 2.3782 2021-07-07 12:56:28,065 - mmaction - INFO - Epoch [2][1280/1879] lr: 1.445e-02, eta: 4 days, 21:51:51, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1457, loss_cls: 5.2719, loss: 5.2719, grad_norm: 2.3515 2021-07-07 12:56:45,127 - mmaction - INFO - Epoch [2][1300/1879] lr: 1.448e-02, eta: 4 days, 21:49:45, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0477, top5_acc: 0.1492, loss_cls: 5.2107, loss: 5.2107, grad_norm: 2.3196 2021-07-07 12:57:02,231 - mmaction - INFO - Epoch [2][1320/1879] lr: 1.450e-02, eta: 4 days, 21:47:49, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0434, top5_acc: 0.1430, loss_cls: 5.1970, loss: 5.1970, grad_norm: 2.3593 2021-07-07 12:57:19,360 - mmaction - INFO - Epoch [2][1340/1879] lr: 1.453e-02, eta: 4 days, 21:45:54, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1488, loss_cls: 5.2218, loss: 5.2218, grad_norm: 2.3385 2021-07-07 12:57:36,414 - mmaction - INFO - Epoch [2][1360/1879] lr: 1.456e-02, eta: 4 days, 21:44:01, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1449, loss_cls: 5.2016, loss: 5.2016, grad_norm: 2.2909 2021-07-07 12:57:53,697 - mmaction - INFO - Epoch [2][1380/1879] lr: 1.459e-02, eta: 4 days, 21:42:37, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.0594, top5_acc: 0.1453, loss_cls: 5.2159, loss: 5.2159, grad_norm: 2.3163 2021-07-07 12:58:10,823 - mmaction - INFO - Epoch [2][1400/1879] lr: 1.462e-02, eta: 4 days, 21:40:51, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1391, loss_cls: 5.2212, loss: 5.2212, grad_norm: 2.3432 2021-07-07 12:58:27,959 - mmaction - INFO - Epoch [2][1420/1879] lr: 1.465e-02, eta: 4 days, 21:39:09, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.0398, top5_acc: 0.1461, loss_cls: 5.2153, loss: 5.2153, grad_norm: 2.3165 2021-07-07 12:58:45,126 - mmaction - INFO - Epoch [2][1440/1879] lr: 1.467e-02, eta: 4 days, 21:37:25, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.0414, top5_acc: 0.1461, loss_cls: 5.2283, loss: 5.2283, grad_norm: 2.2823 2021-07-07 12:59:02,299 - mmaction - INFO - Epoch [2][1460/1879] lr: 1.470e-02, eta: 4 days, 21:35:46, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.0449, top5_acc: 0.1410, loss_cls: 5.2464, loss: 5.2464, grad_norm: 2.3646 2021-07-07 12:59:19,517 - mmaction - INFO - Epoch [2][1480/1879] lr: 1.473e-02, eta: 4 days, 21:34:21, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1527, loss_cls: 5.1903, loss: 5.1903, grad_norm: 2.3069 2021-07-07 12:59:36,791 - mmaction - INFO - Epoch [2][1500/1879] lr: 1.476e-02, eta: 4 days, 21:32:55, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.0539, top5_acc: 0.1605, loss_cls: 5.1664, loss: 5.1664, grad_norm: 2.3247 2021-07-07 12:59:53,928 - mmaction - INFO - Epoch [2][1520/1879] lr: 1.479e-02, eta: 4 days, 21:31:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1516, loss_cls: 5.1846, loss: 5.1846, grad_norm: 2.2639 2021-07-07 13:00:11,302 - mmaction - INFO - Epoch [2][1540/1879] lr: 1.481e-02, eta: 4 days, 21:30:09, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.0531, top5_acc: 0.1535, loss_cls: 5.1923, loss: 5.1923, grad_norm: 2.3693 2021-07-07 13:00:28,569 - mmaction - INFO - Epoch [2][1560/1879] lr: 1.484e-02, eta: 4 days, 21:28:50, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.0492, top5_acc: 0.1508, loss_cls: 5.2018, loss: 5.2018, grad_norm: 2.3782 2021-07-07 13:00:45,802 - mmaction - INFO - Epoch [2][1580/1879] lr: 1.487e-02, eta: 4 days, 21:27:29, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1566, loss_cls: 5.2140, loss: 5.2140, grad_norm: 2.2805 2021-07-07 13:01:03,069 - mmaction - INFO - Epoch [2][1600/1879] lr: 1.490e-02, eta: 4 days, 21:26:08, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.0566, top5_acc: 0.1566, loss_cls: 5.2256, loss: 5.2256, grad_norm: 2.2366 2021-07-07 13:01:20,223 - mmaction - INFO - Epoch [2][1620/1879] lr: 1.493e-02, eta: 4 days, 21:24:39, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.0516, top5_acc: 0.1504, loss_cls: 5.2447, loss: 5.2447, grad_norm: 2.2798 2021-07-07 13:01:37,472 - mmaction - INFO - Epoch [2][1640/1879] lr: 1.496e-02, eta: 4 days, 21:23:18, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.0555, top5_acc: 0.1605, loss_cls: 5.1660, loss: 5.1660, grad_norm: 2.2635 2021-07-07 13:01:54,533 - mmaction - INFO - Epoch [2][1660/1879] lr: 1.498e-02, eta: 4 days, 21:21:27, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.0531, top5_acc: 0.1500, loss_cls: 5.1829, loss: 5.1829, grad_norm: 2.3433 2021-07-07 13:02:11,864 - mmaction - INFO - Epoch [2][1680/1879] lr: 1.501e-02, eta: 4 days, 21:20:31, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0527, top5_acc: 0.1484, loss_cls: 5.1966, loss: 5.1966, grad_norm: 2.3321 2021-07-07 13:02:28,867 - mmaction - INFO - Epoch [2][1700/1879] lr: 1.504e-02, eta: 4 days, 21:18:38, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0477, top5_acc: 0.1496, loss_cls: 5.2065, loss: 5.2065, grad_norm: 2.2483 2021-07-07 13:02:46,086 - mmaction - INFO - Epoch [2][1720/1879] lr: 1.507e-02, eta: 4 days, 21:17:17, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.0465, top5_acc: 0.1418, loss_cls: 5.2354, loss: 5.2354, grad_norm: 2.3103 2021-07-07 13:03:03,259 - mmaction - INFO - Epoch [2][1740/1879] lr: 1.510e-02, eta: 4 days, 21:15:47, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1590, loss_cls: 5.1821, loss: 5.1821, grad_norm: 2.2468 2021-07-07 13:03:20,486 - mmaction - INFO - Epoch [2][1760/1879] lr: 1.512e-02, eta: 4 days, 21:14:32, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.0559, top5_acc: 0.1508, loss_cls: 5.1952, loss: 5.1952, grad_norm: 2.2974 2021-07-07 13:03:37,486 - mmaction - INFO - Epoch [2][1780/1879] lr: 1.515e-02, eta: 4 days, 21:12:43, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0504, top5_acc: 0.1551, loss_cls: 5.1665, loss: 5.1665, grad_norm: 2.2460 2021-07-07 13:03:54,735 - mmaction - INFO - Epoch [2][1800/1879] lr: 1.518e-02, eta: 4 days, 21:11:35, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.0496, top5_acc: 0.1590, loss_cls: 5.1953, loss: 5.1953, grad_norm: 2.2425 2021-07-07 13:04:11,918 - mmaction - INFO - Epoch [2][1820/1879] lr: 1.521e-02, eta: 4 days, 21:10:07, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0496, top5_acc: 0.1570, loss_cls: 5.1407, loss: 5.1407, grad_norm: 2.2321 2021-07-07 13:04:29,186 - mmaction - INFO - Epoch [2][1840/1879] lr: 1.524e-02, eta: 4 days, 21:09:02, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.0504, top5_acc: 0.1523, loss_cls: 5.1756, loss: 5.1756, grad_norm: 2.2429 2021-07-07 13:04:46,565 - mmaction - INFO - Epoch [2][1860/1879] lr: 1.527e-02, eta: 4 days, 21:08:08, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.0516, top5_acc: 0.1684, loss_cls: 5.1577, loss: 5.1577, grad_norm: 2.2608 2021-07-07 13:05:06,015 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 13:05:06,019 - mmaction - INFO - 106 BN found 2021-07-07 13:09:41,724 - mmaction - INFO - BN stats updated 2021-07-07 13:11:10,817 - mmaction - INFO - Epoch [3][20/1879] lr: 1.532e-02, eta: 4 days, 22:58:15, time: 4.351, data_time: 3.472, memory: 6462, top1_acc: 0.0559, top5_acc: 0.1555, loss_cls: 5.1584, loss: 5.1584, grad_norm: 2.2857 2021-07-07 13:11:27,306 - mmaction - INFO - Epoch [3][40/1879] lr: 1.535e-02, eta: 4 days, 22:54:54, time: 0.825, data_time: 0.007, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1477, loss_cls: 5.1645, loss: 5.1645, grad_norm: 2.2285 2021-07-07 13:11:43,814 - mmaction - INFO - Epoch [3][60/1879] lr: 1.537e-02, eta: 4 days, 22:51:37, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1441, loss_cls: 5.1835, loss: 5.1835, grad_norm: 2.3390 2021-07-07 13:12:00,388 - mmaction - INFO - Epoch [3][80/1879] lr: 1.540e-02, eta: 4 days, 22:48:28, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.0547, top5_acc: 0.1594, loss_cls: 5.1672, loss: 5.1672, grad_norm: 2.2945 2021-07-07 13:12:16,975 - mmaction - INFO - Epoch [3][100/1879] lr: 1.543e-02, eta: 4 days, 22:45:28, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.0500, top5_acc: 0.1516, loss_cls: 5.1634, loss: 5.1634, grad_norm: 2.2123 2021-07-07 13:12:33,690 - mmaction - INFO - Epoch [3][120/1879] lr: 1.546e-02, eta: 4 days, 22:42:41, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.0621, top5_acc: 0.1633, loss_cls: 5.1418, loss: 5.1418, grad_norm: 2.2751 2021-07-07 13:12:50,487 - mmaction - INFO - Epoch [3][140/1879] lr: 1.549e-02, eta: 4 days, 22:40:10, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.0504, top5_acc: 0.1473, loss_cls: 5.1808, loss: 5.1808, grad_norm: 2.2601 2021-07-07 13:13:07,280 - mmaction - INFO - Epoch [3][160/1879] lr: 1.552e-02, eta: 4 days, 22:37:35, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.0555, top5_acc: 0.1617, loss_cls: 5.1163, loss: 5.1163, grad_norm: 2.2077 2021-07-07 13:13:24,256 - mmaction - INFO - Epoch [3][180/1879] lr: 1.554e-02, eta: 4 days, 22:35:26, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0516, top5_acc: 0.1523, loss_cls: 5.1665, loss: 5.1665, grad_norm: 2.2112 2021-07-07 13:13:41,294 - mmaction - INFO - Epoch [3][200/1879] lr: 1.557e-02, eta: 4 days, 22:33:18, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1395, loss_cls: 5.1890, loss: 5.1890, grad_norm: 2.1745 2021-07-07 13:13:58,228 - mmaction - INFO - Epoch [3][220/1879] lr: 1.560e-02, eta: 4 days, 22:31:09, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1582, loss_cls: 5.1725, loss: 5.1725, grad_norm: 2.1756 2021-07-07 13:14:15,198 - mmaction - INFO - Epoch [3][240/1879] lr: 1.563e-02, eta: 4 days, 22:29:00, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.0520, top5_acc: 0.1531, loss_cls: 5.1454, loss: 5.1454, grad_norm: 2.1686 2021-07-07 13:14:32,244 - mmaction - INFO - Epoch [3][260/1879] lr: 1.566e-02, eta: 4 days, 22:27:01, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0480, top5_acc: 0.1539, loss_cls: 5.1646, loss: 5.1646, grad_norm: 2.2000 2021-07-07 13:14:49,179 - mmaction - INFO - Epoch [3][280/1879] lr: 1.568e-02, eta: 4 days, 22:24:53, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.0543, top5_acc: 0.1629, loss_cls: 5.1335, loss: 5.1335, grad_norm: 2.2538 2021-07-07 13:15:06,335 - mmaction - INFO - Epoch [3][300/1879] lr: 1.571e-02, eta: 4 days, 22:23:12, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1621, loss_cls: 5.1269, loss: 5.1269, grad_norm: 2.2612 2021-07-07 13:15:23,453 - mmaction - INFO - Epoch [3][320/1879] lr: 1.574e-02, eta: 4 days, 22:21:25, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0586, top5_acc: 0.1648, loss_cls: 5.1661, loss: 5.1661, grad_norm: 2.1907 2021-07-07 13:15:40,430 - mmaction - INFO - Epoch [3][340/1879] lr: 1.577e-02, eta: 4 days, 22:19:26, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.0492, top5_acc: 0.1617, loss_cls: 5.1205, loss: 5.1205, grad_norm: 2.2621 2021-07-07 13:15:57,474 - mmaction - INFO - Epoch [3][360/1879] lr: 1.580e-02, eta: 4 days, 22:17:35, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1684, loss_cls: 5.1297, loss: 5.1297, grad_norm: 2.2159 2021-07-07 13:16:14,430 - mmaction - INFO - Epoch [3][380/1879] lr: 1.583e-02, eta: 4 days, 22:15:31, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1676, loss_cls: 5.0859, loss: 5.0859, grad_norm: 2.2503 2021-07-07 13:16:31,532 - mmaction - INFO - Epoch [3][400/1879] lr: 1.585e-02, eta: 4 days, 22:13:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.0492, top5_acc: 0.1594, loss_cls: 5.1347, loss: 5.1347, grad_norm: 2.2214 2021-07-07 13:16:48,618 - mmaction - INFO - Epoch [3][420/1879] lr: 1.588e-02, eta: 4 days, 22:12:02, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.0523, top5_acc: 0.1520, loss_cls: 5.1420, loss: 5.1420, grad_norm: 2.1447 2021-07-07 13:17:05,576 - mmaction - INFO - Epoch [3][440/1879] lr: 1.591e-02, eta: 4 days, 22:10:01, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1578, loss_cls: 5.1464, loss: 5.1464, grad_norm: 2.2436 2021-07-07 13:17:22,665 - mmaction - INFO - Epoch [3][460/1879] lr: 1.594e-02, eta: 4 days, 22:08:17, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1668, loss_cls: 5.1388, loss: 5.1388, grad_norm: 2.1900 2021-07-07 13:17:39,685 - mmaction - INFO - Epoch [3][480/1879] lr: 1.597e-02, eta: 4 days, 22:06:22, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0566, top5_acc: 0.1625, loss_cls: 5.1230, loss: 5.1230, grad_norm: 2.2338 2021-07-07 13:17:56,702 - mmaction - INFO - Epoch [3][500/1879] lr: 1.599e-02, eta: 4 days, 22:04:42, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.0586, top5_acc: 0.1723, loss_cls: 5.1007, loss: 5.1007, grad_norm: 2.1943 2021-07-07 13:18:13,638 - mmaction - INFO - Epoch [3][520/1879] lr: 1.602e-02, eta: 4 days, 22:02:44, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0566, top5_acc: 0.1668, loss_cls: 5.1360, loss: 5.1360, grad_norm: 2.1506 2021-07-07 13:18:30,778 - mmaction - INFO - Epoch [3][540/1879] lr: 1.605e-02, eta: 4 days, 22:01:07, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1660, loss_cls: 5.1181, loss: 5.1181, grad_norm: 2.2017 2021-07-07 13:18:47,718 - mmaction - INFO - Epoch [3][560/1879] lr: 1.608e-02, eta: 4 days, 21:59:13, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.0457, top5_acc: 0.1582, loss_cls: 5.1276, loss: 5.1276, grad_norm: 2.1370 2021-07-07 13:19:04,820 - mmaction - INFO - Epoch [3][580/1879] lr: 1.611e-02, eta: 4 days, 21:57:30, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0602, top5_acc: 0.1676, loss_cls: 5.0719, loss: 5.0719, grad_norm: 2.1430 2021-07-07 13:19:21,820 - mmaction - INFO - Epoch [3][600/1879] lr: 1.614e-02, eta: 4 days, 21:55:47, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.0496, top5_acc: 0.1602, loss_cls: 5.1213, loss: 5.1213, grad_norm: 2.2281 2021-07-07 13:19:38,812 - mmaction - INFO - Epoch [3][620/1879] lr: 1.616e-02, eta: 4 days, 21:54:03, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1605, loss_cls: 5.1224, loss: 5.1224, grad_norm: 2.2625 2021-07-07 13:19:55,875 - mmaction - INFO - Epoch [3][640/1879] lr: 1.619e-02, eta: 4 days, 21:52:24, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.0590, top5_acc: 0.1738, loss_cls: 5.1060, loss: 5.1060, grad_norm: 2.1932 2021-07-07 13:20:12,987 - mmaction - INFO - Epoch [3][660/1879] lr: 1.622e-02, eta: 4 days, 21:50:50, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1734, loss_cls: 5.1100, loss: 5.1100, grad_norm: 2.1649 2021-07-07 13:20:30,010 - mmaction - INFO - Epoch [3][680/1879] lr: 1.625e-02, eta: 4 days, 21:49:10, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1645, loss_cls: 5.1114, loss: 5.1114, grad_norm: 2.1820 2021-07-07 13:20:46,975 - mmaction - INFO - Epoch [3][700/1879] lr: 1.628e-02, eta: 4 days, 21:47:19, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1750, loss_cls: 5.1001, loss: 5.1001, grad_norm: 2.1800 2021-07-07 13:21:03,966 - mmaction - INFO - Epoch [3][720/1879] lr: 1.630e-02, eta: 4 days, 21:45:36, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1664, loss_cls: 5.1551, loss: 5.1551, grad_norm: 2.1776 2021-07-07 13:21:20,914 - mmaction - INFO - Epoch [3][740/1879] lr: 1.633e-02, eta: 4 days, 21:43:53, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0555, top5_acc: 0.1668, loss_cls: 5.1007, loss: 5.1007, grad_norm: 2.1930 2021-07-07 13:21:37,806 - mmaction - INFO - Epoch [3][760/1879] lr: 1.636e-02, eta: 4 days, 21:41:56, time: 0.842, data_time: 0.000, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1715, loss_cls: 5.1155, loss: 5.1155, grad_norm: 2.1427 2021-07-07 13:21:54,885 - mmaction - INFO - Epoch [3][780/1879] lr: 1.639e-02, eta: 4 days, 21:40:28, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.0516, top5_acc: 0.1602, loss_cls: 5.0828, loss: 5.0828, grad_norm: 2.1692 2021-07-07 13:22:11,981 - mmaction - INFO - Epoch [3][800/1879] lr: 1.642e-02, eta: 4 days, 21:38:56, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.0617, top5_acc: 0.1766, loss_cls: 5.0736, loss: 5.0736, grad_norm: 2.1902 2021-07-07 13:22:28,906 - mmaction - INFO - Epoch [3][820/1879] lr: 1.645e-02, eta: 4 days, 21:37:11, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.0586, top5_acc: 0.1734, loss_cls: 5.1157, loss: 5.1157, grad_norm: 2.0971 2021-07-07 13:22:45,916 - mmaction - INFO - Epoch [3][840/1879] lr: 1.647e-02, eta: 4 days, 21:35:35, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1629, loss_cls: 5.1038, loss: 5.1038, grad_norm: 2.1745 2021-07-07 13:23:03,035 - mmaction - INFO - Epoch [3][860/1879] lr: 1.650e-02, eta: 4 days, 21:34:09, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.0594, top5_acc: 0.1824, loss_cls: 5.0694, loss: 5.0694, grad_norm: 2.1544 2021-07-07 13:23:19,979 - mmaction - INFO - Epoch [3][880/1879] lr: 1.653e-02, eta: 4 days, 21:32:21, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1746, loss_cls: 5.0680, loss: 5.0680, grad_norm: 2.1351 2021-07-07 13:23:37,089 - mmaction - INFO - Epoch [3][900/1879] lr: 1.656e-02, eta: 4 days, 21:30:56, time: 0.855, data_time: 0.007, memory: 6462, top1_acc: 0.0539, top5_acc: 0.1785, loss_cls: 5.0869, loss: 5.0869, grad_norm: 2.1761 2021-07-07 13:23:53,955 - mmaction - INFO - Epoch [3][920/1879] lr: 1.659e-02, eta: 4 days, 21:29:14, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.0625, top5_acc: 0.1680, loss_cls: 5.0718, loss: 5.0718, grad_norm: 2.1517 2021-07-07 13:24:11,093 - mmaction - INFO - Epoch [3][940/1879] lr: 1.661e-02, eta: 4 days, 21:27:51, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1684, loss_cls: 5.1132, loss: 5.1132, grad_norm: 2.1808 2021-07-07 13:24:28,150 - mmaction - INFO - Epoch [3][960/1879] lr: 1.664e-02, eta: 4 days, 21:26:20, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0594, top5_acc: 0.1730, loss_cls: 5.0680, loss: 5.0680, grad_norm: 2.2506 2021-07-07 13:24:45,190 - mmaction - INFO - Epoch [3][980/1879] lr: 1.667e-02, eta: 4 days, 21:24:48, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.0559, top5_acc: 0.1555, loss_cls: 5.1038, loss: 5.1038, grad_norm: 2.1104 2021-07-07 13:25:02,236 - mmaction - INFO - Epoch [3][1000/1879] lr: 1.670e-02, eta: 4 days, 21:23:25, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0547, top5_acc: 0.1672, loss_cls: 5.1347, loss: 5.1347, grad_norm: 2.1147 2021-07-07 13:25:19,283 - mmaction - INFO - Epoch [3][1020/1879] lr: 1.673e-02, eta: 4 days, 21:21:55, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0711, top5_acc: 0.1719, loss_cls: 5.0786, loss: 5.0786, grad_norm: 2.1475 2021-07-07 13:25:36,360 - mmaction - INFO - Epoch [3][1040/1879] lr: 1.676e-02, eta: 4 days, 21:20:31, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1703, loss_cls: 5.0723, loss: 5.0723, grad_norm: 2.1461 2021-07-07 13:25:53,319 - mmaction - INFO - Epoch [3][1060/1879] lr: 1.678e-02, eta: 4 days, 21:19:01, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.0703, top5_acc: 0.1777, loss_cls: 5.0854, loss: 5.0854, grad_norm: 2.1661 2021-07-07 13:26:10,645 - mmaction - INFO - Epoch [3][1080/1879] lr: 1.681e-02, eta: 4 days, 21:17:56, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.0590, top5_acc: 0.1766, loss_cls: 5.1229, loss: 5.1229, grad_norm: 2.1111 2021-07-07 13:26:27,715 - mmaction - INFO - Epoch [3][1100/1879] lr: 1.684e-02, eta: 4 days, 21:16:39, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0594, top5_acc: 0.1723, loss_cls: 5.0717, loss: 5.0717, grad_norm: 2.2107 2021-07-07 13:26:44,709 - mmaction - INFO - Epoch [3][1120/1879] lr: 1.687e-02, eta: 4 days, 21:15:06, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.0504, top5_acc: 0.1672, loss_cls: 5.1148, loss: 5.1148, grad_norm: 2.1062 2021-07-07 13:27:01,891 - mmaction - INFO - Epoch [3][1140/1879] lr: 1.690e-02, eta: 4 days, 21:13:57, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1789, loss_cls: 5.0786, loss: 5.0786, grad_norm: 2.0860 2021-07-07 13:27:18,973 - mmaction - INFO - Epoch [3][1160/1879] lr: 1.692e-02, eta: 4 days, 21:12:37, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0621, top5_acc: 0.1734, loss_cls: 5.0562, loss: 5.0562, grad_norm: 2.1527 2021-07-07 13:27:35,909 - mmaction - INFO - Epoch [3][1180/1879] lr: 1.695e-02, eta: 4 days, 21:11:01, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1727, loss_cls: 5.0506, loss: 5.0506, grad_norm: 2.1199 2021-07-07 13:27:53,064 - mmaction - INFO - Epoch [3][1200/1879] lr: 1.698e-02, eta: 4 days, 21:09:50, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.0570, top5_acc: 0.1648, loss_cls: 5.1480, loss: 5.1480, grad_norm: 2.1761 2021-07-07 13:28:10,058 - mmaction - INFO - Epoch [3][1220/1879] lr: 1.701e-02, eta: 4 days, 21:08:24, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.0594, top5_acc: 0.1672, loss_cls: 5.0894, loss: 5.0894, grad_norm: 2.0941 2021-07-07 13:28:27,215 - mmaction - INFO - Epoch [3][1240/1879] lr: 1.704e-02, eta: 4 days, 21:07:07, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1805, loss_cls: 5.0824, loss: 5.0824, grad_norm: 2.1559 2021-07-07 13:28:44,142 - mmaction - INFO - Epoch [3][1260/1879] lr: 1.707e-02, eta: 4 days, 21:05:39, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.0535, top5_acc: 0.1707, loss_cls: 5.0901, loss: 5.0901, grad_norm: 2.0944 2021-07-07 13:29:01,211 - mmaction - INFO - Epoch [3][1280/1879] lr: 1.709e-02, eta: 4 days, 21:04:21, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1664, loss_cls: 5.0708, loss: 5.0708, grad_norm: 2.0564 2021-07-07 13:29:18,173 - mmaction - INFO - Epoch [3][1300/1879] lr: 1.712e-02, eta: 4 days, 21:02:55, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0660, top5_acc: 0.1789, loss_cls: 5.0314, loss: 5.0314, grad_norm: 2.1154 2021-07-07 13:29:35,192 - mmaction - INFO - Epoch [3][1320/1879] lr: 1.715e-02, eta: 4 days, 21:01:26, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1793, loss_cls: 5.0594, loss: 5.0594, grad_norm: 2.0953 2021-07-07 13:29:52,157 - mmaction - INFO - Epoch [3][1340/1879] lr: 1.718e-02, eta: 4 days, 21:00:06, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1781, loss_cls: 5.0707, loss: 5.0707, grad_norm: 2.1131 2021-07-07 13:30:09,252 - mmaction - INFO - Epoch [3][1360/1879] lr: 1.721e-02, eta: 4 days, 20:58:48, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1742, loss_cls: 5.0631, loss: 5.0631, grad_norm: 2.1603 2021-07-07 13:30:26,296 - mmaction - INFO - Epoch [3][1380/1879] lr: 1.723e-02, eta: 4 days, 20:57:34, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0699, top5_acc: 0.1941, loss_cls: 5.0197, loss: 5.0197, grad_norm: 2.0949 2021-07-07 13:30:43,365 - mmaction - INFO - Epoch [3][1400/1879] lr: 1.726e-02, eta: 4 days, 20:56:15, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0645, top5_acc: 0.1824, loss_cls: 5.0372, loss: 5.0372, grad_norm: 2.1445 2021-07-07 13:31:00,376 - mmaction - INFO - Epoch [3][1420/1879] lr: 1.729e-02, eta: 4 days, 20:54:54, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.0664, top5_acc: 0.1758, loss_cls: 5.0580, loss: 5.0580, grad_norm: 2.1142 2021-07-07 13:31:17,385 - mmaction - INFO - Epoch [3][1440/1879] lr: 1.732e-02, eta: 4 days, 20:53:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1719, loss_cls: 5.0750, loss: 5.0750, grad_norm: 2.0933 2021-07-07 13:31:34,488 - mmaction - INFO - Epoch [3][1460/1879] lr: 1.735e-02, eta: 4 days, 20:52:25, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.0621, top5_acc: 0.1828, loss_cls: 5.0769, loss: 5.0769, grad_norm: 2.1459 2021-07-07 13:31:51,505 - mmaction - INFO - Epoch [3][1480/1879] lr: 1.738e-02, eta: 4 days, 20:51:06, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.0586, top5_acc: 0.1820, loss_cls: 5.0715, loss: 5.0715, grad_norm: 2.0899 2021-07-07 13:32:08,632 - mmaction - INFO - Epoch [3][1500/1879] lr: 1.740e-02, eta: 4 days, 20:49:58, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0555, top5_acc: 0.1688, loss_cls: 5.0597, loss: 5.0597, grad_norm: 2.1262 2021-07-07 13:32:25,690 - mmaction - INFO - Epoch [3][1520/1879] lr: 1.743e-02, eta: 4 days, 20:48:46, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0605, top5_acc: 0.1781, loss_cls: 5.0432, loss: 5.0432, grad_norm: 2.0320 2021-07-07 13:32:42,769 - mmaction - INFO - Epoch [3][1540/1879] lr: 1.746e-02, eta: 4 days, 20:47:32, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.0676, top5_acc: 0.1809, loss_cls: 5.0429, loss: 5.0429, grad_norm: 2.1187 2021-07-07 13:32:59,871 - mmaction - INFO - Epoch [3][1560/1879] lr: 1.749e-02, eta: 4 days, 20:46:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0602, top5_acc: 0.1852, loss_cls: 5.0463, loss: 5.0463, grad_norm: 2.0584 2021-07-07 13:33:16,886 - mmaction - INFO - Epoch [3][1580/1879] lr: 1.752e-02, eta: 4 days, 20:45:06, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.0785, top5_acc: 0.1961, loss_cls: 5.0019, loss: 5.0019, grad_norm: 2.1164 2021-07-07 13:33:33,991 - mmaction - INFO - Epoch [3][1600/1879] lr: 1.754e-02, eta: 4 days, 20:43:58, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1824, loss_cls: 5.0373, loss: 5.0373, grad_norm: 2.1079 2021-07-07 13:33:51,005 - mmaction - INFO - Epoch [3][1620/1879] lr: 1.757e-02, eta: 4 days, 20:42:46, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.0723, top5_acc: 0.1773, loss_cls: 5.0070, loss: 5.0070, grad_norm: 2.0721 2021-07-07 13:34:08,082 - mmaction - INFO - Epoch [3][1640/1879] lr: 1.760e-02, eta: 4 days, 20:41:31, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.0609, top5_acc: 0.1867, loss_cls: 5.0780, loss: 5.0780, grad_norm: 2.1210 2021-07-07 13:34:25,209 - mmaction - INFO - Epoch [3][1660/1879] lr: 1.763e-02, eta: 4 days, 20:40:30, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1734, loss_cls: 5.0504, loss: 5.0504, grad_norm: 2.0933 2021-07-07 13:34:42,206 - mmaction - INFO - Epoch [3][1680/1879] lr: 1.766e-02, eta: 4 days, 20:39:14, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1805, loss_cls: 5.0571, loss: 5.0571, grad_norm: 2.0643 2021-07-07 13:34:59,181 - mmaction - INFO - Epoch [3][1700/1879] lr: 1.768e-02, eta: 4 days, 20:37:58, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0566, top5_acc: 0.1703, loss_cls: 5.0558, loss: 5.0558, grad_norm: 2.0511 2021-07-07 13:35:16,279 - mmaction - INFO - Epoch [3][1720/1879] lr: 1.771e-02, eta: 4 days, 20:36:48, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.0543, top5_acc: 0.1723, loss_cls: 5.0728, loss: 5.0728, grad_norm: 2.0744 2021-07-07 13:35:33,137 - mmaction - INFO - Epoch [3][1740/1879] lr: 1.774e-02, eta: 4 days, 20:35:22, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.0660, top5_acc: 0.1824, loss_cls: 5.0044, loss: 5.0044, grad_norm: 2.0912 2021-07-07 13:35:50,335 - mmaction - INFO - Epoch [3][1760/1879] lr: 1.777e-02, eta: 4 days, 20:34:21, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0652, top5_acc: 0.1863, loss_cls: 5.0037, loss: 5.0037, grad_norm: 2.1046 2021-07-07 13:36:07,379 - mmaction - INFO - Epoch [3][1780/1879] lr: 1.780e-02, eta: 4 days, 20:33:16, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0582, top5_acc: 0.1742, loss_cls: 5.0419, loss: 5.0419, grad_norm: 2.0845 2021-07-07 13:36:24,500 - mmaction - INFO - Epoch [3][1800/1879] lr: 1.783e-02, eta: 4 days, 20:32:15, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.0699, top5_acc: 0.1945, loss_cls: 4.9670, loss: 4.9670, grad_norm: 2.1211 2021-07-07 13:36:41,435 - mmaction - INFO - Epoch [3][1820/1879] lr: 1.785e-02, eta: 4 days, 20:30:54, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.0602, top5_acc: 0.1922, loss_cls: 5.0255, loss: 5.0255, grad_norm: 2.1359 2021-07-07 13:36:58,603 - mmaction - INFO - Epoch [3][1840/1879] lr: 1.788e-02, eta: 4 days, 20:29:59, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.0664, top5_acc: 0.1914, loss_cls: 4.9698, loss: 4.9698, grad_norm: 2.0340 2021-07-07 13:37:15,627 - mmaction - INFO - Epoch [3][1860/1879] lr: 1.791e-02, eta: 4 days, 20:28:45, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0602, top5_acc: 0.1867, loss_cls: 4.9795, loss: 4.9795, grad_norm: 2.1405 2021-07-07 13:37:38,222 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 13:37:38,226 - mmaction - INFO - 106 BN found 2021-07-07 13:42:05,367 - mmaction - INFO - BN stats updated 2021-07-07 13:43:22,358 - mmaction - INFO - Epoch [4][20/1879] lr: 1.796e-02, eta: 4 days, 21:24:56, time: 3.746, data_time: 2.685, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1770, loss_cls: 4.9959, loss: 4.9959, grad_norm: 2.0887 2021-07-07 13:43:38,856 - mmaction - INFO - Epoch [4][40/1879] lr: 1.799e-02, eta: 4 days, 21:22:52, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.0633, top5_acc: 0.1914, loss_cls: 5.0314, loss: 5.0314, grad_norm: 2.0962 2021-07-07 13:43:55,446 - mmaction - INFO - Epoch [4][60/1879] lr: 1.802e-02, eta: 4 days, 21:20:56, time: 0.830, data_time: 0.002, memory: 6462, top1_acc: 0.0672, top5_acc: 0.2027, loss_cls: 4.9743, loss: 4.9743, grad_norm: 2.0522 2021-07-07 13:44:12,143 - mmaction - INFO - Epoch [4][80/1879] lr: 1.805e-02, eta: 4 days, 21:19:06, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.0660, top5_acc: 0.1918, loss_cls: 4.9920, loss: 4.9920, grad_norm: 2.0215 2021-07-07 13:44:28,781 - mmaction - INFO - Epoch [4][100/1879] lr: 1.807e-02, eta: 4 days, 21:17:14, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1770, loss_cls: 5.0119, loss: 5.0119, grad_norm: 2.0629 2021-07-07 13:44:45,475 - mmaction - INFO - Epoch [4][120/1879] lr: 1.810e-02, eta: 4 days, 21:15:27, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.0715, top5_acc: 0.1836, loss_cls: 5.0136, loss: 5.0136, grad_norm: 2.0833 2021-07-07 13:45:02,412 - mmaction - INFO - Epoch [4][140/1879] lr: 1.813e-02, eta: 4 days, 21:14:04, time: 0.848, data_time: 0.007, memory: 6462, top1_acc: 0.0609, top5_acc: 0.1789, loss_cls: 5.0396, loss: 5.0396, grad_norm: 2.0119 2021-07-07 13:45:19,302 - mmaction - INFO - Epoch [4][160/1879] lr: 1.816e-02, eta: 4 days, 21:12:36, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.0758, top5_acc: 0.1895, loss_cls: 4.9523, loss: 4.9523, grad_norm: 2.0546 2021-07-07 13:45:36,293 - mmaction - INFO - Epoch [4][180/1879] lr: 1.819e-02, eta: 4 days, 21:11:13, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.0633, top5_acc: 0.1879, loss_cls: 4.9780, loss: 4.9780, grad_norm: 2.1005 2021-07-07 13:45:53,207 - mmaction - INFO - Epoch [4][200/1879] lr: 1.822e-02, eta: 4 days, 21:09:47, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.0684, top5_acc: 0.2078, loss_cls: 4.9347, loss: 4.9347, grad_norm: 2.0549 2021-07-07 13:46:10,304 - mmaction - INFO - Epoch [4][220/1879] lr: 1.824e-02, eta: 4 days, 21:08:34, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1895, loss_cls: 5.0109, loss: 5.0109, grad_norm: 2.0555 2021-07-07 13:46:27,316 - mmaction - INFO - Epoch [4][240/1879] lr: 1.827e-02, eta: 4 days, 21:07:17, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.0660, top5_acc: 0.1977, loss_cls: 4.9731, loss: 4.9731, grad_norm: 2.0543 2021-07-07 13:46:44,476 - mmaction - INFO - Epoch [4][260/1879] lr: 1.830e-02, eta: 4 days, 21:06:10, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.0645, top5_acc: 0.1906, loss_cls: 4.9878, loss: 4.9878, grad_norm: 2.0720 2021-07-07 13:47:01,460 - mmaction - INFO - Epoch [4][280/1879] lr: 1.833e-02, eta: 4 days, 21:04:56, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0660, top5_acc: 0.1848, loss_cls: 5.0061, loss: 5.0061, grad_norm: 2.0126 2021-07-07 13:47:18,482 - mmaction - INFO - Epoch [4][300/1879] lr: 1.836e-02, eta: 4 days, 21:03:38, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.0672, top5_acc: 0.1898, loss_cls: 4.9698, loss: 4.9698, grad_norm: 2.0380 2021-07-07 13:47:35,697 - mmaction - INFO - Epoch [4][320/1879] lr: 1.838e-02, eta: 4 days, 21:02:39, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.0645, top5_acc: 0.1828, loss_cls: 5.0167, loss: 5.0167, grad_norm: 2.0824 2021-07-07 13:47:52,663 - mmaction - INFO - Epoch [4][340/1879] lr: 1.841e-02, eta: 4 days, 21:01:21, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0707, top5_acc: 0.2027, loss_cls: 4.9433, loss: 4.9433, grad_norm: 2.0671 2021-07-07 13:48:09,700 - mmaction - INFO - Epoch [4][360/1879] lr: 1.844e-02, eta: 4 days, 21:00:06, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.0719, top5_acc: 0.1957, loss_cls: 4.9617, loss: 4.9617, grad_norm: 2.0685 2021-07-07 13:48:26,921 - mmaction - INFO - Epoch [4][380/1879] lr: 1.847e-02, eta: 4 days, 20:59:08, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.0586, top5_acc: 0.1910, loss_cls: 5.0029, loss: 5.0029, grad_norm: 2.0154 2021-07-07 13:48:43,944 - mmaction - INFO - Epoch [4][400/1879] lr: 1.850e-02, eta: 4 days, 20:57:53, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.0609, top5_acc: 0.1777, loss_cls: 5.0430, loss: 5.0430, grad_norm: 2.0243 2021-07-07 13:49:01,106 - mmaction - INFO - Epoch [4][420/1879] lr: 1.853e-02, eta: 4 days, 20:56:54, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.0762, top5_acc: 0.2012, loss_cls: 4.9746, loss: 4.9746, grad_norm: 2.0447 2021-07-07 13:49:18,303 - mmaction - INFO - Epoch [4][440/1879] lr: 1.855e-02, eta: 4 days, 20:55:56, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.0625, top5_acc: 0.1902, loss_cls: 4.9683, loss: 4.9683, grad_norm: 2.0534 2021-07-07 13:49:35,441 - mmaction - INFO - Epoch [4][460/1879] lr: 1.858e-02, eta: 4 days, 20:54:52, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.0672, top5_acc: 0.2051, loss_cls: 4.9486, loss: 4.9486, grad_norm: 2.0389 2021-07-07 13:49:52,441 - mmaction - INFO - Epoch [4][480/1879] lr: 1.861e-02, eta: 4 days, 20:53:37, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.0645, top5_acc: 0.1898, loss_cls: 4.9895, loss: 4.9895, grad_norm: 2.0418 2021-07-07 13:50:09,536 - mmaction - INFO - Epoch [4][500/1879] lr: 1.864e-02, eta: 4 days, 20:52:29, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.0652, top5_acc: 0.1973, loss_cls: 4.9523, loss: 4.9523, grad_norm: 2.0044 2021-07-07 13:50:26,595 - mmaction - INFO - Epoch [4][520/1879] lr: 1.867e-02, eta: 4 days, 20:51:18, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0684, top5_acc: 0.1965, loss_cls: 4.9409, loss: 4.9409, grad_norm: 2.0668 2021-07-07 13:50:43,679 - mmaction - INFO - Epoch [4][540/1879] lr: 1.869e-02, eta: 4 days, 20:50:12, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0684, top5_acc: 0.1984, loss_cls: 4.9373, loss: 4.9373, grad_norm: 2.0031 2021-07-07 13:51:00,762 - mmaction - INFO - Epoch [4][560/1879] lr: 1.872e-02, eta: 4 days, 20:49:08, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.0664, top5_acc: 0.2016, loss_cls: 4.9409, loss: 4.9409, grad_norm: 2.0320 2021-07-07 13:51:17,712 - mmaction - INFO - Epoch [4][580/1879] lr: 1.875e-02, eta: 4 days, 20:47:54, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0715, top5_acc: 0.1953, loss_cls: 4.9802, loss: 4.9802, grad_norm: 2.0189 2021-07-07 13:51:34,911 - mmaction - INFO - Epoch [4][600/1879] lr: 1.878e-02, eta: 4 days, 20:46:55, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.0703, top5_acc: 0.1848, loss_cls: 4.9787, loss: 4.9787, grad_norm: 2.0055 2021-07-07 13:51:52,051 - mmaction - INFO - Epoch [4][620/1879] lr: 1.881e-02, eta: 4 days, 20:45:56, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.0785, top5_acc: 0.1910, loss_cls: 4.9128, loss: 4.9128, grad_norm: 1.9957 2021-07-07 13:52:09,172 - mmaction - INFO - Epoch [4][640/1879] lr: 1.883e-02, eta: 4 days, 20:44:54, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1938, loss_cls: 4.9618, loss: 4.9618, grad_norm: 2.0973 2021-07-07 13:52:26,118 - mmaction - INFO - Epoch [4][660/1879] lr: 1.886e-02, eta: 4 days, 20:43:37, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0566, top5_acc: 0.1758, loss_cls: 4.9906, loss: 4.9906, grad_norm: 2.0256 2021-07-07 13:52:43,097 - mmaction - INFO - Epoch [4][680/1879] lr: 1.889e-02, eta: 4 days, 20:42:26, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0766, top5_acc: 0.1984, loss_cls: 4.9719, loss: 4.9719, grad_norm: 2.0178 2021-07-07 13:53:00,281 - mmaction - INFO - Epoch [4][700/1879] lr: 1.892e-02, eta: 4 days, 20:41:31, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.0699, top5_acc: 0.2000, loss_cls: 4.9175, loss: 4.9175, grad_norm: 2.0462 2021-07-07 13:53:17,331 - mmaction - INFO - Epoch [4][720/1879] lr: 1.895e-02, eta: 4 days, 20:40:24, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0672, top5_acc: 0.1980, loss_cls: 4.9679, loss: 4.9679, grad_norm: 2.0490 2021-07-07 13:53:34,464 - mmaction - INFO - Epoch [4][740/1879] lr: 1.898e-02, eta: 4 days, 20:39:23, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.0801, top5_acc: 0.2000, loss_cls: 4.9627, loss: 4.9627, grad_norm: 2.0237 2021-07-07 13:53:51,602 - mmaction - INFO - Epoch [4][760/1879] lr: 1.900e-02, eta: 4 days, 20:38:25, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.0668, top5_acc: 0.1859, loss_cls: 4.9644, loss: 4.9644, grad_norm: 2.0643 2021-07-07 13:54:08,749 - mmaction - INFO - Epoch [4][780/1879] lr: 1.903e-02, eta: 4 days, 20:37:26, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.0707, top5_acc: 0.1898, loss_cls: 4.9617, loss: 4.9617, grad_norm: 2.0216 2021-07-07 13:54:25,767 - mmaction - INFO - Epoch [4][800/1879] lr: 1.906e-02, eta: 4 days, 20:36:18, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2035, loss_cls: 4.9347, loss: 4.9347, grad_norm: 1.9570 2021-07-07 13:54:42,813 - mmaction - INFO - Epoch [4][820/1879] lr: 1.909e-02, eta: 4 days, 20:35:14, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.0738, top5_acc: 0.1984, loss_cls: 4.9639, loss: 4.9639, grad_norm: 2.0278 2021-07-07 13:54:59,909 - mmaction - INFO - Epoch [4][840/1879] lr: 1.912e-02, eta: 4 days, 20:34:12, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2059, loss_cls: 4.9147, loss: 4.9147, grad_norm: 2.0172 2021-07-07 13:55:16,856 - mmaction - INFO - Epoch [4][860/1879] lr: 1.914e-02, eta: 4 days, 20:33:02, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0660, top5_acc: 0.2023, loss_cls: 4.9423, loss: 4.9423, grad_norm: 2.0020 2021-07-07 13:55:34,084 - mmaction - INFO - Epoch [4][880/1879] lr: 1.917e-02, eta: 4 days, 20:32:08, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.0719, top5_acc: 0.1977, loss_cls: 4.9373, loss: 4.9373, grad_norm: 2.0447 2021-07-07 13:55:51,134 - mmaction - INFO - Epoch [4][900/1879] lr: 1.920e-02, eta: 4 days, 20:31:08, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1898, loss_cls: 4.9559, loss: 4.9559, grad_norm: 1.9966 2021-07-07 13:56:08,254 - mmaction - INFO - Epoch [4][920/1879] lr: 1.923e-02, eta: 4 days, 20:30:06, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1957, loss_cls: 4.9506, loss: 4.9506, grad_norm: 1.9856 2021-07-07 13:56:25,367 - mmaction - INFO - Epoch [4][940/1879] lr: 1.926e-02, eta: 4 days, 20:29:10, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1957, loss_cls: 4.9632, loss: 4.9632, grad_norm: 2.0076 2021-07-07 13:56:42,385 - mmaction - INFO - Epoch [4][960/1879] lr: 1.929e-02, eta: 4 days, 20:28:06, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1844, loss_cls: 4.9715, loss: 4.9715, grad_norm: 2.0097 2021-07-07 13:56:59,565 - mmaction - INFO - Epoch [4][980/1879] lr: 1.931e-02, eta: 4 days, 20:27:10, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1984, loss_cls: 4.9462, loss: 4.9462, grad_norm: 2.0065 2021-07-07 13:57:16,635 - mmaction - INFO - Epoch [4][1000/1879] lr: 1.934e-02, eta: 4 days, 20:26:11, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0633, top5_acc: 0.1930, loss_cls: 4.9876, loss: 4.9876, grad_norm: 1.9955 2021-07-07 13:57:33,864 - mmaction - INFO - Epoch [4][1020/1879] lr: 1.937e-02, eta: 4 days, 20:25:14, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1957, loss_cls: 4.9478, loss: 4.9478, grad_norm: 1.9739 2021-07-07 13:57:50,918 - mmaction - INFO - Epoch [4][1040/1879] lr: 1.940e-02, eta: 4 days, 20:24:19, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.0793, top5_acc: 0.2207, loss_cls: 4.8960, loss: 4.8960, grad_norm: 1.9440 2021-07-07 13:58:07,944 - mmaction - INFO - Epoch [4][1060/1879] lr: 1.943e-02, eta: 4 days, 20:23:15, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.0668, top5_acc: 0.1965, loss_cls: 4.9664, loss: 4.9664, grad_norm: 2.0096 2021-07-07 13:58:25,055 - mmaction - INFO - Epoch [4][1080/1879] lr: 1.945e-02, eta: 4 days, 20:22:18, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0688, top5_acc: 0.1996, loss_cls: 4.9522, loss: 4.9522, grad_norm: 1.9738 2021-07-07 13:58:42,254 - mmaction - INFO - Epoch [4][1100/1879] lr: 1.948e-02, eta: 4 days, 20:21:25, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.0586, top5_acc: 0.1918, loss_cls: 4.9851, loss: 4.9851, grad_norm: 1.9545 2021-07-07 13:58:59,561 - mmaction - INFO - Epoch [4][1120/1879] lr: 1.951e-02, eta: 4 days, 20:20:45, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0656, top5_acc: 0.1883, loss_cls: 4.9759, loss: 4.9759, grad_norm: 1.9443 2021-07-07 13:59:16,729 - mmaction - INFO - Epoch [4][1140/1879] lr: 1.954e-02, eta: 4 days, 20:19:50, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1949, loss_cls: 4.9343, loss: 4.9343, grad_norm: 1.9429 2021-07-07 13:59:33,925 - mmaction - INFO - Epoch [4][1160/1879] lr: 1.957e-02, eta: 4 days, 20:19:01, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.0703, top5_acc: 0.2062, loss_cls: 4.9352, loss: 4.9352, grad_norm: 1.9434 2021-07-07 13:59:50,878 - mmaction - INFO - Epoch [4][1180/1879] lr: 1.960e-02, eta: 4 days, 20:17:55, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.0680, top5_acc: 0.2004, loss_cls: 4.9464, loss: 4.9464, grad_norm: 1.9771 2021-07-07 14:00:07,955 - mmaction - INFO - Epoch [4][1200/1879] lr: 1.962e-02, eta: 4 days, 20:16:59, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0668, top5_acc: 0.2039, loss_cls: 4.9334, loss: 4.9334, grad_norm: 1.9505 2021-07-07 14:00:25,146 - mmaction - INFO - Epoch [4][1220/1879] lr: 1.965e-02, eta: 4 days, 20:16:07, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2109, loss_cls: 4.9022, loss: 4.9022, grad_norm: 1.9677 2021-07-07 14:00:42,323 - mmaction - INFO - Epoch [4][1240/1879] lr: 1.968e-02, eta: 4 days, 20:15:19, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.0730, top5_acc: 0.2156, loss_cls: 4.8903, loss: 4.8903, grad_norm: 1.9736 2021-07-07 14:00:59,437 - mmaction - INFO - Epoch [4][1260/1879] lr: 1.971e-02, eta: 4 days, 20:14:21, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.0719, top5_acc: 0.1984, loss_cls: 4.9464, loss: 4.9464, grad_norm: 1.9781 2021-07-07 14:01:16,352 - mmaction - INFO - Epoch [4][1280/1879] lr: 1.974e-02, eta: 4 days, 20:13:14, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.0688, top5_acc: 0.2148, loss_cls: 4.8995, loss: 4.8995, grad_norm: 2.0010 2021-07-07 14:01:33,532 - mmaction - INFO - Epoch [4][1300/1879] lr: 1.976e-02, eta: 4 days, 20:12:25, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.0734, top5_acc: 0.2059, loss_cls: 4.9223, loss: 4.9223, grad_norm: 1.9909 2021-07-07 14:01:50,709 - mmaction - INFO - Epoch [4][1320/1879] lr: 1.979e-02, eta: 4 days, 20:11:34, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.0781, top5_acc: 0.2172, loss_cls: 4.9012, loss: 4.9012, grad_norm: 1.9704 2021-07-07 14:02:07,745 - mmaction - INFO - Epoch [4][1340/1879] lr: 1.982e-02, eta: 4 days, 20:10:35, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0707, top5_acc: 0.2070, loss_cls: 4.9387, loss: 4.9387, grad_norm: 1.9439 2021-07-07 14:02:24,908 - mmaction - INFO - Epoch [4][1360/1879] lr: 1.985e-02, eta: 4 days, 20:09:46, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.0703, top5_acc: 0.2023, loss_cls: 4.9084, loss: 4.9084, grad_norm: 1.9581 2021-07-07 14:02:41,926 - mmaction - INFO - Epoch [4][1380/1879] lr: 1.988e-02, eta: 4 days, 20:08:47, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.0727, top5_acc: 0.2059, loss_cls: 4.8573, loss: 4.8573, grad_norm: 1.9734 2021-07-07 14:02:58,961 - mmaction - INFO - Epoch [4][1400/1879] lr: 1.991e-02, eta: 4 days, 20:07:47, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0742, top5_acc: 0.1891, loss_cls: 4.9919, loss: 4.9919, grad_norm: 2.0018 2021-07-07 14:03:16,062 - mmaction - INFO - Epoch [4][1420/1879] lr: 1.993e-02, eta: 4 days, 20:06:51, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2199, loss_cls: 4.8571, loss: 4.8571, grad_norm: 1.9634 2021-07-07 14:03:32,918 - mmaction - INFO - Epoch [4][1440/1879] lr: 1.996e-02, eta: 4 days, 20:05:44, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.0723, top5_acc: 0.2105, loss_cls: 4.9099, loss: 4.9099, grad_norm: 1.9558 2021-07-07 14:03:49,969 - mmaction - INFO - Epoch [4][1460/1879] lr: 1.999e-02, eta: 4 days, 20:04:45, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0770, top5_acc: 0.2047, loss_cls: 4.8648, loss: 4.8648, grad_norm: 1.9026 2021-07-07 14:04:07,263 - mmaction - INFO - Epoch [4][1480/1879] lr: 2.002e-02, eta: 4 days, 20:04:06, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.0699, top5_acc: 0.1949, loss_cls: 4.9473, loss: 4.9473, grad_norm: 1.9626 2021-07-07 14:04:24,215 - mmaction - INFO - Epoch [4][1500/1879] lr: 2.005e-02, eta: 4 days, 20:03:02, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.0719, top5_acc: 0.2059, loss_cls: 4.8813, loss: 4.8813, grad_norm: 1.9372 2021-07-07 14:04:41,400 - mmaction - INFO - Epoch [4][1520/1879] lr: 2.007e-02, eta: 4 days, 20:02:15, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.0695, top5_acc: 0.2078, loss_cls: 4.8646, loss: 4.8646, grad_norm: 1.9648 2021-07-07 14:04:58,556 - mmaction - INFO - Epoch [4][1540/1879] lr: 2.010e-02, eta: 4 days, 20:01:28, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2105, loss_cls: 4.9031, loss: 4.9031, grad_norm: 1.9700 2021-07-07 14:05:15,669 - mmaction - INFO - Epoch [4][1560/1879] lr: 2.013e-02, eta: 4 days, 20:00:36, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0664, top5_acc: 0.1992, loss_cls: 4.9238, loss: 4.9238, grad_norm: 1.9918 2021-07-07 14:05:32,761 - mmaction - INFO - Epoch [4][1580/1879] lr: 2.016e-02, eta: 4 days, 19:59:43, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.0695, top5_acc: 0.1973, loss_cls: 4.9338, loss: 4.9338, grad_norm: 1.9230 2021-07-07 14:05:49,903 - mmaction - INFO - Epoch [4][1600/1879] lr: 2.019e-02, eta: 4 days, 19:58:49, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.0824, top5_acc: 0.2250, loss_cls: 4.8835, loss: 4.8835, grad_norm: 2.0049 2021-07-07 14:06:06,925 - mmaction - INFO - Epoch [4][1620/1879] lr: 2.022e-02, eta: 4 days, 19:57:55, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1953, loss_cls: 4.9499, loss: 4.9499, grad_norm: 1.9698 2021-07-07 14:06:24,061 - mmaction - INFO - Epoch [4][1640/1879] lr: 2.024e-02, eta: 4 days, 19:57:05, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.0688, top5_acc: 0.2043, loss_cls: 4.8973, loss: 4.8973, grad_norm: 1.9168 2021-07-07 14:06:41,025 - mmaction - INFO - Epoch [4][1660/1879] lr: 2.027e-02, eta: 4 days, 19:56:06, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.0691, top5_acc: 0.2090, loss_cls: 4.9143, loss: 4.9143, grad_norm: 1.9746 2021-07-07 14:06:58,079 - mmaction - INFO - Epoch [4][1680/1879] lr: 2.030e-02, eta: 4 days, 19:55:09, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.0730, top5_acc: 0.2137, loss_cls: 4.9137, loss: 4.9137, grad_norm: 1.9330 2021-07-07 14:07:15,100 - mmaction - INFO - Epoch [4][1700/1879] lr: 2.033e-02, eta: 4 days, 19:54:16, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2199, loss_cls: 4.8873, loss: 4.8873, grad_norm: 1.9414 2021-07-07 14:07:32,019 - mmaction - INFO - Epoch [4][1720/1879] lr: 2.036e-02, eta: 4 days, 19:53:10, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.0781, top5_acc: 0.2172, loss_cls: 4.8942, loss: 4.8942, grad_norm: 1.9877 2021-07-07 14:07:48,965 - mmaction - INFO - Epoch [4][1740/1879] lr: 2.038e-02, eta: 4 days, 19:52:13, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0715, top5_acc: 0.2008, loss_cls: 4.9048, loss: 4.9048, grad_norm: 1.9464 2021-07-07 14:08:05,896 - mmaction - INFO - Epoch [4][1760/1879] lr: 2.041e-02, eta: 4 days, 19:51:13, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2098, loss_cls: 4.8594, loss: 4.8594, grad_norm: 1.9389 2021-07-07 14:08:22,938 - mmaction - INFO - Epoch [4][1780/1879] lr: 2.044e-02, eta: 4 days, 19:50:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2062, loss_cls: 4.8771, loss: 4.8771, grad_norm: 1.9268 2021-07-07 14:08:39,923 - mmaction - INFO - Epoch [4][1800/1879] lr: 2.047e-02, eta: 4 days, 19:49:21, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0793, top5_acc: 0.2184, loss_cls: 4.8496, loss: 4.8496, grad_norm: 1.9120 2021-07-07 14:08:56,949 - mmaction - INFO - Epoch [4][1820/1879] lr: 2.050e-02, eta: 4 days, 19:48:22, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.0730, top5_acc: 0.2000, loss_cls: 4.9167, loss: 4.9167, grad_norm: 1.8725 2021-07-07 14:09:13,992 - mmaction - INFO - Epoch [4][1840/1879] lr: 2.052e-02, eta: 4 days, 19:47:31, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.0766, top5_acc: 0.1992, loss_cls: 4.8975, loss: 4.8975, grad_norm: 1.9188 2021-07-07 14:09:30,982 - mmaction - INFO - Epoch [4][1860/1879] lr: 2.055e-02, eta: 4 days, 19:46:34, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0820, top5_acc: 0.2137, loss_cls: 4.8504, loss: 4.8504, grad_norm: 1.9299 2021-07-07 14:09:49,769 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 14:09:49,773 - mmaction - INFO - 106 BN found 2021-07-07 14:14:19,288 - mmaction - INFO - BN stats updated 2021-07-07 14:14:21,316 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-07-07 14:15:35,655 - mmaction - INFO - Epoch [5][20/1879] lr: 2.060e-02, eta: 4 days, 20:22:04, time: 3.439, data_time: 2.600, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2117, loss_cls: 4.8553, loss: 4.8553, grad_norm: 1.9234 2021-07-07 14:15:52,095 - mmaction - INFO - Epoch [5][40/1879] lr: 2.063e-02, eta: 4 days, 20:20:26, time: 0.821, data_time: 0.004, memory: 6462, top1_acc: 0.0691, top5_acc: 0.2168, loss_cls: 4.8524, loss: 4.8524, grad_norm: 1.8954 2021-07-07 14:16:08,585 - mmaction - INFO - Epoch [5][60/1879] lr: 2.066e-02, eta: 4 days, 20:18:52, time: 0.823, data_time: 0.002, memory: 6462, top1_acc: 0.0871, top5_acc: 0.2316, loss_cls: 4.7889, loss: 4.7889, grad_norm: 1.8915 2021-07-07 14:16:25,250 - mmaction - INFO - Epoch [5][80/1879] lr: 2.069e-02, eta: 4 days, 20:17:32, time: 0.834, data_time: 0.006, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2254, loss_cls: 4.8309, loss: 4.8309, grad_norm: 1.9279 2021-07-07 14:16:41,899 - mmaction - INFO - Epoch [5][100/1879] lr: 2.072e-02, eta: 4 days, 20:16:10, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.0805, top5_acc: 0.2223, loss_cls: 4.8323, loss: 4.8323, grad_norm: 1.9578 2021-07-07 14:16:58,533 - mmaction - INFO - Epoch [5][120/1879] lr: 2.074e-02, eta: 4 days, 20:14:48, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.0629, top5_acc: 0.2078, loss_cls: 4.8946, loss: 4.8946, grad_norm: 1.9926 2021-07-07 14:17:15,194 - mmaction - INFO - Epoch [5][140/1879] lr: 2.077e-02, eta: 4 days, 20:13:27, time: 0.833, data_time: 0.001, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2133, loss_cls: 4.8327, loss: 4.8327, grad_norm: 1.9336 2021-07-07 14:17:32,110 - mmaction - INFO - Epoch [5][160/1879] lr: 2.080e-02, eta: 4 days, 20:12:21, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.0684, top5_acc: 0.2090, loss_cls: 4.8542, loss: 4.8542, grad_norm: 1.9693 2021-07-07 14:17:48,926 - mmaction - INFO - Epoch [5][180/1879] lr: 2.083e-02, eta: 4 days, 20:11:12, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.0813, top5_acc: 0.2141, loss_cls: 4.8631, loss: 4.8631, grad_norm: 1.9726 2021-07-07 14:18:06,049 - mmaction - INFO - Epoch [5][200/1879] lr: 2.086e-02, eta: 4 days, 20:10:21, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0770, top5_acc: 0.2273, loss_cls: 4.8380, loss: 4.8380, grad_norm: 1.9828 2021-07-07 14:18:23,011 - mmaction - INFO - Epoch [5][220/1879] lr: 2.088e-02, eta: 4 days, 20:09:19, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0719, top5_acc: 0.2172, loss_cls: 4.8249, loss: 4.8249, grad_norm: 1.9371 2021-07-07 14:18:39,867 - mmaction - INFO - Epoch [5][240/1879] lr: 2.091e-02, eta: 4 days, 20:08:11, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.0719, top5_acc: 0.2184, loss_cls: 4.8453, loss: 4.8453, grad_norm: 1.9042 2021-07-07 14:18:56,783 - mmaction - INFO - Epoch [5][260/1879] lr: 2.094e-02, eta: 4 days, 20:07:08, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.0770, top5_acc: 0.2117, loss_cls: 4.8636, loss: 4.8636, grad_norm: 1.9863 2021-07-07 14:19:13,763 - mmaction - INFO - Epoch [5][280/1879] lr: 2.097e-02, eta: 4 days, 20:06:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0734, top5_acc: 0.2059, loss_cls: 4.9238, loss: 4.9238, grad_norm: 1.9601 2021-07-07 14:19:30,682 - mmaction - INFO - Epoch [5][300/1879] lr: 2.100e-02, eta: 4 days, 20:05:06, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2016, loss_cls: 4.8697, loss: 4.8697, grad_norm: 1.9422 2021-07-07 14:19:47,703 - mmaction - INFO - Epoch [5][320/1879] lr: 2.102e-02, eta: 4 days, 20:04:07, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0758, top5_acc: 0.2148, loss_cls: 4.8688, loss: 4.8688, grad_norm: 1.8803 2021-07-07 14:20:04,596 - mmaction - INFO - Epoch [5][340/1879] lr: 2.105e-02, eta: 4 days, 20:03:05, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2215, loss_cls: 4.8275, loss: 4.8275, grad_norm: 1.8817 2021-07-07 14:20:21,600 - mmaction - INFO - Epoch [5][360/1879] lr: 2.108e-02, eta: 4 days, 20:02:09, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0813, top5_acc: 0.2203, loss_cls: 4.8416, loss: 4.8416, grad_norm: 1.8968 2021-07-07 14:20:38,594 - mmaction - INFO - Epoch [5][380/1879] lr: 2.111e-02, eta: 4 days, 20:01:09, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2078, loss_cls: 4.8184, loss: 4.8184, grad_norm: 1.9552 2021-07-07 14:20:55,552 - mmaction - INFO - Epoch [5][400/1879] lr: 2.114e-02, eta: 4 days, 20:00:12, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2313, loss_cls: 4.7743, loss: 4.7743, grad_norm: 1.9278 2021-07-07 14:21:12,445 - mmaction - INFO - Epoch [5][420/1879] lr: 2.117e-02, eta: 4 days, 19:59:09, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.0723, top5_acc: 0.2086, loss_cls: 4.8947, loss: 4.8947, grad_norm: 1.9152 2021-07-07 14:21:29,478 - mmaction - INFO - Epoch [5][440/1879] lr: 2.119e-02, eta: 4 days, 19:58:12, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.0836, top5_acc: 0.2172, loss_cls: 4.8252, loss: 4.8252, grad_norm: 1.9138 2021-07-07 14:21:46,495 - mmaction - INFO - Epoch [5][460/1879] lr: 2.122e-02, eta: 4 days, 19:57:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2191, loss_cls: 4.8547, loss: 4.8547, grad_norm: 1.9076 2021-07-07 14:22:03,343 - mmaction - INFO - Epoch [5][480/1879] lr: 2.125e-02, eta: 4 days, 19:56:15, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.0773, top5_acc: 0.2184, loss_cls: 4.8228, loss: 4.8228, grad_norm: 1.9334 2021-07-07 14:22:20,408 - mmaction - INFO - Epoch [5][500/1879] lr: 2.128e-02, eta: 4 days, 19:55:21, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0668, top5_acc: 0.2008, loss_cls: 4.8712, loss: 4.8712, grad_norm: 1.9110 2021-07-07 14:22:37,478 - mmaction - INFO - Epoch [5][520/1879] lr: 2.131e-02, eta: 4 days, 19:54:30, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2195, loss_cls: 4.8392, loss: 4.8392, grad_norm: 1.8741 2021-07-07 14:22:54,576 - mmaction - INFO - Epoch [5][540/1879] lr: 2.133e-02, eta: 4 days, 19:53:40, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0816, top5_acc: 0.2129, loss_cls: 4.8528, loss: 4.8528, grad_norm: 1.9279 2021-07-07 14:23:11,620 - mmaction - INFO - Epoch [5][560/1879] lr: 2.136e-02, eta: 4 days, 19:52:47, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2230, loss_cls: 4.7996, loss: 4.7996, grad_norm: 1.8986 2021-07-07 14:23:28,737 - mmaction - INFO - Epoch [5][580/1879] lr: 2.139e-02, eta: 4 days, 19:51:57, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0734, top5_acc: 0.2223, loss_cls: 4.8033, loss: 4.8033, grad_norm: 1.8814 2021-07-07 14:23:45,922 - mmaction - INFO - Epoch [5][600/1879] lr: 2.142e-02, eta: 4 days, 19:51:15, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.0848, top5_acc: 0.2262, loss_cls: 4.7818, loss: 4.7818, grad_norm: 1.9165 2021-07-07 14:24:02,854 - mmaction - INFO - Epoch [5][620/1879] lr: 2.145e-02, eta: 4 days, 19:50:17, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.0758, top5_acc: 0.2145, loss_cls: 4.8901, loss: 4.8901, grad_norm: 1.9394 2021-07-07 14:24:19,787 - mmaction - INFO - Epoch [5][640/1879] lr: 2.148e-02, eta: 4 days, 19:49:17, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.0852, top5_acc: 0.2258, loss_cls: 4.8339, loss: 4.8339, grad_norm: 1.8937 2021-07-07 14:24:36,943 - mmaction - INFO - Epoch [5][660/1879] lr: 2.150e-02, eta: 4 days, 19:48:29, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2082, loss_cls: 4.8130, loss: 4.8130, grad_norm: 1.8589 2021-07-07 14:24:54,004 - mmaction - INFO - Epoch [5][680/1879] lr: 2.153e-02, eta: 4 days, 19:47:43, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2184, loss_cls: 4.7946, loss: 4.7946, grad_norm: 1.8746 2021-07-07 14:25:11,213 - mmaction - INFO - Epoch [5][700/1879] lr: 2.156e-02, eta: 4 days, 19:46:57, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.0871, top5_acc: 0.2277, loss_cls: 4.8133, loss: 4.8133, grad_norm: 1.8860 2021-07-07 14:25:28,245 - mmaction - INFO - Epoch [5][720/1879] lr: 2.159e-02, eta: 4 days, 19:46:05, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2148, loss_cls: 4.8225, loss: 4.8225, grad_norm: 1.8967 2021-07-07 14:25:45,293 - mmaction - INFO - Epoch [5][740/1879] lr: 2.162e-02, eta: 4 days, 19:45:14, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.0813, top5_acc: 0.2203, loss_cls: 4.8251, loss: 4.8251, grad_norm: 1.9305 2021-07-07 14:26:02,141 - mmaction - INFO - Epoch [5][760/1879] lr: 2.164e-02, eta: 4 days, 19:44:15, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2223, loss_cls: 4.8051, loss: 4.8051, grad_norm: 1.8652 2021-07-07 14:26:19,225 - mmaction - INFO - Epoch [5][780/1879] lr: 2.167e-02, eta: 4 days, 19:43:27, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0719, top5_acc: 0.2230, loss_cls: 4.8090, loss: 4.8090, grad_norm: 1.9379 2021-07-07 14:26:36,151 - mmaction - INFO - Epoch [5][800/1879] lr: 2.170e-02, eta: 4 days, 19:42:28, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.0734, top5_acc: 0.2238, loss_cls: 4.8360, loss: 4.8360, grad_norm: 1.8937 2021-07-07 14:26:53,398 - mmaction - INFO - Epoch [5][820/1879] lr: 2.173e-02, eta: 4 days, 19:41:49, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.0863, top5_acc: 0.2332, loss_cls: 4.7671, loss: 4.7671, grad_norm: 1.8872 2021-07-07 14:27:10,338 - mmaction - INFO - Epoch [5][840/1879] lr: 2.176e-02, eta: 4 days, 19:40:53, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.0789, top5_acc: 0.2168, loss_cls: 4.8265, loss: 4.8265, grad_norm: 1.8450 2021-07-07 14:27:27,474 - mmaction - INFO - Epoch [5][860/1879] lr: 2.179e-02, eta: 4 days, 19:40:08, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2160, loss_cls: 4.8284, loss: 4.8284, grad_norm: 1.8940 2021-07-07 14:27:44,411 - mmaction - INFO - Epoch [5][880/1879] lr: 2.181e-02, eta: 4 days, 19:39:12, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0777, top5_acc: 0.2207, loss_cls: 4.8202, loss: 4.8202, grad_norm: 1.8532 2021-07-07 14:28:01,326 - mmaction - INFO - Epoch [5][900/1879] lr: 2.184e-02, eta: 4 days, 19:38:16, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0781, top5_acc: 0.2199, loss_cls: 4.8718, loss: 4.8718, grad_norm: 1.9380 2021-07-07 14:28:18,303 - mmaction - INFO - Epoch [5][920/1879] lr: 2.187e-02, eta: 4 days, 19:37:21, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0844, top5_acc: 0.2359, loss_cls: 4.7756, loss: 4.7756, grad_norm: 1.9005 2021-07-07 14:28:35,361 - mmaction - INFO - Epoch [5][940/1879] lr: 2.190e-02, eta: 4 days, 19:36:32, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2180, loss_cls: 4.7999, loss: 4.7999, grad_norm: 1.8965 2021-07-07 14:28:52,289 - mmaction - INFO - Epoch [5][960/1879] lr: 2.193e-02, eta: 4 days, 19:35:36, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.0938, top5_acc: 0.2348, loss_cls: 4.7888, loss: 4.7888, grad_norm: 1.9176 2021-07-07 14:29:09,433 - mmaction - INFO - Epoch [5][980/1879] lr: 2.195e-02, eta: 4 days, 19:34:52, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2129, loss_cls: 4.8291, loss: 4.8291, grad_norm: 1.9746 2021-07-07 14:29:26,556 - mmaction - INFO - Epoch [5][1000/1879] lr: 2.198e-02, eta: 4 days, 19:34:09, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1023, top5_acc: 0.2523, loss_cls: 4.7623, loss: 4.7623, grad_norm: 1.8813 2021-07-07 14:29:43,658 - mmaction - INFO - Epoch [5][1020/1879] lr: 2.201e-02, eta: 4 days, 19:33:24, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2113, loss_cls: 4.8469, loss: 4.8469, grad_norm: 1.8793 2021-07-07 14:30:00,701 - mmaction - INFO - Epoch [5][1040/1879] lr: 2.204e-02, eta: 4 days, 19:32:33, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2176, loss_cls: 4.8444, loss: 4.8444, grad_norm: 1.8946 2021-07-07 14:30:17,704 - mmaction - INFO - Epoch [5][1060/1879] lr: 2.207e-02, eta: 4 days, 19:31:43, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0785, top5_acc: 0.2215, loss_cls: 4.8209, loss: 4.8209, grad_norm: 1.8864 2021-07-07 14:30:34,802 - mmaction - INFO - Epoch [5][1080/1879] lr: 2.209e-02, eta: 4 days, 19:30:54, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0777, top5_acc: 0.2176, loss_cls: 4.8439, loss: 4.8439, grad_norm: 1.8561 2021-07-07 14:30:51,702 - mmaction - INFO - Epoch [5][1100/1879] lr: 2.212e-02, eta: 4 days, 19:30:00, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0813, top5_acc: 0.2234, loss_cls: 4.8071, loss: 4.8071, grad_norm: 1.8164 2021-07-07 14:31:08,776 - mmaction - INFO - Epoch [5][1120/1879] lr: 2.215e-02, eta: 4 days, 19:29:13, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0824, top5_acc: 0.2301, loss_cls: 4.8073, loss: 4.8073, grad_norm: 1.8514 2021-07-07 14:31:25,727 - mmaction - INFO - Epoch [5][1140/1879] lr: 2.218e-02, eta: 4 days, 19:28:21, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0824, top5_acc: 0.2250, loss_cls: 4.8041, loss: 4.8041, grad_norm: 1.9149 2021-07-07 14:31:42,861 - mmaction - INFO - Epoch [5][1160/1879] lr: 2.221e-02, eta: 4 days, 19:27:35, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0738, top5_acc: 0.2141, loss_cls: 4.8188, loss: 4.8188, grad_norm: 1.8510 2021-07-07 14:31:59,958 - mmaction - INFO - Epoch [5][1180/1879] lr: 2.224e-02, eta: 4 days, 19:26:53, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0840, top5_acc: 0.2227, loss_cls: 4.8249, loss: 4.8249, grad_norm: 1.8597 2021-07-07 14:32:16,881 - mmaction - INFO - Epoch [5][1200/1879] lr: 2.226e-02, eta: 4 days, 19:25:59, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.0820, top5_acc: 0.2398, loss_cls: 4.7733, loss: 4.7733, grad_norm: 1.8470 2021-07-07 14:32:34,059 - mmaction - INFO - Epoch [5][1220/1879] lr: 2.229e-02, eta: 4 days, 19:25:19, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2391, loss_cls: 4.7495, loss: 4.7495, grad_norm: 1.9227 2021-07-07 14:32:51,101 - mmaction - INFO - Epoch [5][1240/1879] lr: 2.232e-02, eta: 4 days, 19:24:31, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.0934, top5_acc: 0.2434, loss_cls: 4.7198, loss: 4.7198, grad_norm: 1.8715 2021-07-07 14:33:08,295 - mmaction - INFO - Epoch [5][1260/1879] lr: 2.235e-02, eta: 4 days, 19:23:51, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.0730, top5_acc: 0.2188, loss_cls: 4.8358, loss: 4.8358, grad_norm: 1.8799 2021-07-07 14:33:25,294 - mmaction - INFO - Epoch [5][1280/1879] lr: 2.238e-02, eta: 4 days, 19:23:04, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0852, top5_acc: 0.2270, loss_cls: 4.7952, loss: 4.7952, grad_norm: 1.9104 2021-07-07 14:33:42,277 - mmaction - INFO - Epoch [5][1300/1879] lr: 2.240e-02, eta: 4 days, 19:22:10, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2316, loss_cls: 4.7511, loss: 4.7511, grad_norm: 1.9289 2021-07-07 14:33:59,163 - mmaction - INFO - Epoch [5][1320/1879] lr: 2.243e-02, eta: 4 days, 19:21:17, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.0805, top5_acc: 0.2191, loss_cls: 4.8173, loss: 4.8173, grad_norm: 1.8551 2021-07-07 14:34:16,267 - mmaction - INFO - Epoch [5][1340/1879] lr: 2.246e-02, eta: 4 days, 19:20:31, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.0816, top5_acc: 0.2301, loss_cls: 4.7616, loss: 4.7616, grad_norm: 1.8418 2021-07-07 14:34:33,295 - mmaction - INFO - Epoch [5][1360/1879] lr: 2.249e-02, eta: 4 days, 19:19:47, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2211, loss_cls: 4.7813, loss: 4.7813, grad_norm: 1.9017 2021-07-07 14:34:50,446 - mmaction - INFO - Epoch [5][1380/1879] lr: 2.252e-02, eta: 4 days, 19:19:04, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.0809, top5_acc: 0.2371, loss_cls: 4.7557, loss: 4.7557, grad_norm: 1.8673 2021-07-07 14:35:07,619 - mmaction - INFO - Epoch [5][1400/1879] lr: 2.255e-02, eta: 4 days, 19:18:25, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.0836, top5_acc: 0.2313, loss_cls: 4.8074, loss: 4.8074, grad_norm: 1.8717 2021-07-07 14:35:24,619 - mmaction - INFO - Epoch [5][1420/1879] lr: 2.257e-02, eta: 4 days, 19:17:37, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2367, loss_cls: 4.7108, loss: 4.7108, grad_norm: 1.8493 2021-07-07 14:35:41,664 - mmaction - INFO - Epoch [5][1440/1879] lr: 2.260e-02, eta: 4 days, 19:16:50, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2172, loss_cls: 4.7882, loss: 4.7882, grad_norm: 1.8901 2021-07-07 14:35:58,986 - mmaction - INFO - Epoch [5][1460/1879] lr: 2.263e-02, eta: 4 days, 19:16:20, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0824, top5_acc: 0.2344, loss_cls: 4.8072, loss: 4.8072, grad_norm: 1.8989 2021-07-07 14:36:16,037 - mmaction - INFO - Epoch [5][1480/1879] lr: 2.266e-02, eta: 4 days, 19:15:35, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.0777, top5_acc: 0.2125, loss_cls: 4.8185, loss: 4.8185, grad_norm: 1.8527 2021-07-07 14:36:33,093 - mmaction - INFO - Epoch [5][1500/1879] lr: 2.269e-02, eta: 4 days, 19:14:48, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0844, top5_acc: 0.2227, loss_cls: 4.8332, loss: 4.8332, grad_norm: 1.8838 2021-07-07 14:36:50,144 - mmaction - INFO - Epoch [5][1520/1879] lr: 2.271e-02, eta: 4 days, 19:14:05, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0832, top5_acc: 0.2441, loss_cls: 4.7211, loss: 4.7211, grad_norm: 1.9087 2021-07-07 14:37:07,199 - mmaction - INFO - Epoch [5][1540/1879] lr: 2.274e-02, eta: 4 days, 19:13:19, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.0848, top5_acc: 0.2297, loss_cls: 4.8075, loss: 4.8075, grad_norm: 1.9026 2021-07-07 14:37:24,290 - mmaction - INFO - Epoch [5][1560/1879] lr: 2.277e-02, eta: 4 days, 19:12:36, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2363, loss_cls: 4.7802, loss: 4.7802, grad_norm: 1.8606 2021-07-07 14:37:41,338 - mmaction - INFO - Epoch [5][1580/1879] lr: 2.280e-02, eta: 4 days, 19:11:51, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0852, top5_acc: 0.2340, loss_cls: 4.7596, loss: 4.7596, grad_norm: 1.8666 2021-07-07 14:37:58,447 - mmaction - INFO - Epoch [5][1600/1879] lr: 2.283e-02, eta: 4 days, 19:11:08, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2246, loss_cls: 4.8062, loss: 4.8062, grad_norm: 1.8629 2021-07-07 14:38:15,366 - mmaction - INFO - Epoch [5][1620/1879] lr: 2.286e-02, eta: 4 days, 19:10:18, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.0773, top5_acc: 0.2371, loss_cls: 4.7527, loss: 4.7527, grad_norm: 1.8384 2021-07-07 14:38:32,438 - mmaction - INFO - Epoch [5][1640/1879] lr: 2.288e-02, eta: 4 days, 19:09:36, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0922, top5_acc: 0.2461, loss_cls: 4.7391, loss: 4.7391, grad_norm: 1.9162 2021-07-07 14:38:49,365 - mmaction - INFO - Epoch [5][1660/1879] lr: 2.291e-02, eta: 4 days, 19:08:45, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0855, top5_acc: 0.2324, loss_cls: 4.7833, loss: 4.7833, grad_norm: 1.8810 2021-07-07 14:39:06,514 - mmaction - INFO - Epoch [5][1680/1879] lr: 2.294e-02, eta: 4 days, 19:08:04, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.0914, top5_acc: 0.2355, loss_cls: 4.7396, loss: 4.7396, grad_norm: 1.8544 2021-07-07 14:39:23,407 - mmaction - INFO - Epoch [5][1700/1879] lr: 2.297e-02, eta: 4 days, 19:07:12, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2172, loss_cls: 4.8245, loss: 4.8245, grad_norm: 1.8549 2021-07-07 14:39:40,563 - mmaction - INFO - Epoch [5][1720/1879] lr: 2.300e-02, eta: 4 days, 19:06:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.0863, top5_acc: 0.2387, loss_cls: 4.7752, loss: 4.7752, grad_norm: 1.8781 2021-07-07 14:39:57,478 - mmaction - INFO - Epoch [5][1740/1879] lr: 2.302e-02, eta: 4 days, 19:05:44, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.0871, top5_acc: 0.2316, loss_cls: 4.7207, loss: 4.7207, grad_norm: 1.8086 2021-07-07 14:40:14,573 - mmaction - INFO - Epoch [5][1760/1879] lr: 2.305e-02, eta: 4 days, 19:05:02, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0941, top5_acc: 0.2316, loss_cls: 4.7540, loss: 4.7540, grad_norm: 1.8655 2021-07-07 14:40:31,598 - mmaction - INFO - Epoch [5][1780/1879] lr: 2.308e-02, eta: 4 days, 19:04:17, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2418, loss_cls: 4.7255, loss: 4.7255, grad_norm: 1.9047 2021-07-07 14:40:48,740 - mmaction - INFO - Epoch [5][1800/1879] lr: 2.311e-02, eta: 4 days, 19:03:39, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0898, top5_acc: 0.2391, loss_cls: 4.7526, loss: 4.7526, grad_norm: 1.8226 2021-07-07 14:41:05,749 - mmaction - INFO - Epoch [5][1820/1879] lr: 2.314e-02, eta: 4 days, 19:02:52, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0879, top5_acc: 0.2371, loss_cls: 4.7427, loss: 4.7427, grad_norm: 1.8724 2021-07-07 14:41:22,924 - mmaction - INFO - Epoch [5][1840/1879] lr: 2.316e-02, eta: 4 days, 19:02:16, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2332, loss_cls: 4.7829, loss: 4.7829, grad_norm: 1.8431 2021-07-07 14:41:39,975 - mmaction - INFO - Epoch [5][1860/1879] lr: 2.319e-02, eta: 4 days, 19:01:31, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.0836, top5_acc: 0.2273, loss_cls: 4.7475, loss: 4.7475, grad_norm: 1.8240 2021-07-07 14:41:58,340 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 14:41:58,344 - mmaction - INFO - 106 BN found 2021-07-07 14:46:26,429 - mmaction - INFO - BN stats updated 2021-07-07 14:49:03,968 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 14:49:04,773 - mmaction - INFO - top1_acc 0.1013 top5_acc 0.2723 2021-07-07 14:49:04,774 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 14:49:04,805 - mmaction - INFO - mean_acc 0.1011 2021-07-07 14:49:05,237 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_5.pth. 2021-07-07 14:49:05,237 - mmaction - INFO - Best top1_acc is 0.1013 at 5 epoch. 2021-07-07 14:49:05,244 - mmaction - INFO - Epoch(val) [5][155] top1_acc: 0.1013, top5_acc: 0.2723, mean_class_accuracy: 0.1011 2021-07-07 14:50:24,819 - mmaction - INFO - Epoch [6][20/1879] lr: 2.324e-02, eta: 4 days, 19:38:44, time: 3.975, data_time: 3.103, memory: 6462, top1_acc: 0.0883, top5_acc: 0.2457, loss_cls: 4.7036, loss: 4.7036, grad_norm: 1.8932 2021-07-07 14:50:41,247 - mmaction - INFO - Epoch [6][40/1879] lr: 2.327e-02, eta: 4 days, 19:37:24, time: 0.821, data_time: 0.007, memory: 6462, top1_acc: 0.0910, top5_acc: 0.2453, loss_cls: 4.7319, loss: 4.7319, grad_norm: 1.8776 2021-07-07 14:50:57,700 - mmaction - INFO - Epoch [6][60/1879] lr: 2.330e-02, eta: 4 days, 19:36:09, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.0805, top5_acc: 0.2297, loss_cls: 4.7835, loss: 4.7835, grad_norm: 1.8301 2021-07-07 14:51:14,412 - mmaction - INFO - Epoch [6][80/1879] lr: 2.332e-02, eta: 4 days, 19:35:02, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.0996, top5_acc: 0.2477, loss_cls: 4.7270, loss: 4.7270, grad_norm: 1.8646 2021-07-07 14:51:31,132 - mmaction - INFO - Epoch [6][100/1879] lr: 2.335e-02, eta: 4 days, 19:34:00, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.0883, top5_acc: 0.2336, loss_cls: 4.7292, loss: 4.7292, grad_norm: 1.8258 2021-07-07 14:51:47,787 - mmaction - INFO - Epoch [6][120/1879] lr: 2.338e-02, eta: 4 days, 19:32:51, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.0836, top5_acc: 0.2426, loss_cls: 4.7617, loss: 4.7617, grad_norm: 1.8805 2021-07-07 14:52:04,401 - mmaction - INFO - Epoch [6][140/1879] lr: 2.341e-02, eta: 4 days, 19:31:46, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.0871, top5_acc: 0.2414, loss_cls: 4.6995, loss: 4.6995, grad_norm: 1.8015 2021-07-07 14:52:21,264 - mmaction - INFO - Epoch [6][160/1879] lr: 2.344e-02, eta: 4 days, 19:30:49, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.0836, top5_acc: 0.2313, loss_cls: 4.7351, loss: 4.7351, grad_norm: 1.8806 2021-07-07 14:52:38,099 - mmaction - INFO - Epoch [6][180/1879] lr: 2.347e-02, eta: 4 days, 19:29:52, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.0938, top5_acc: 0.2535, loss_cls: 4.7107, loss: 4.7107, grad_norm: 1.8256 2021-07-07 14:52:55,166 - mmaction - INFO - Epoch [6][200/1879] lr: 2.349e-02, eta: 4 days, 19:29:07, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.0969, top5_acc: 0.2488, loss_cls: 4.7240, loss: 4.7240, grad_norm: 1.8814 2021-07-07 14:53:12,033 - mmaction - INFO - Epoch [6][220/1879] lr: 2.352e-02, eta: 4 days, 19:28:12, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.0953, top5_acc: 0.2430, loss_cls: 4.7125, loss: 4.7125, grad_norm: 1.8353 2021-07-07 14:53:29,089 - mmaction - INFO - Epoch [6][240/1879] lr: 2.355e-02, eta: 4 days, 19:27:24, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.0969, top5_acc: 0.2340, loss_cls: 4.7344, loss: 4.7344, grad_norm: 1.9065 2021-07-07 14:53:46,170 - mmaction - INFO - Epoch [6][260/1879] lr: 2.358e-02, eta: 4 days, 19:26:37, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2320, loss_cls: 4.7409, loss: 4.7409, grad_norm: 1.8714 2021-07-07 14:54:02,999 - mmaction - INFO - Epoch [6][280/1879] lr: 2.361e-02, eta: 4 days, 19:25:43, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.0918, top5_acc: 0.2461, loss_cls: 4.6986, loss: 4.6986, grad_norm: 1.8426 2021-07-07 14:54:19,993 - mmaction - INFO - Epoch [6][300/1879] lr: 2.363e-02, eta: 4 days, 19:24:56, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2496, loss_cls: 4.7139, loss: 4.7139, grad_norm: 1.8032 2021-07-07 14:54:37,001 - mmaction - INFO - Epoch [6][320/1879] lr: 2.366e-02, eta: 4 days, 19:24:06, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0879, top5_acc: 0.2402, loss_cls: 4.7330, loss: 4.7330, grad_norm: 1.8664 2021-07-07 14:54:53,949 - mmaction - INFO - Epoch [6][340/1879] lr: 2.369e-02, eta: 4 days, 19:23:17, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0953, top5_acc: 0.2527, loss_cls: 4.6924, loss: 4.6924, grad_norm: 1.8483 2021-07-07 14:55:10,966 - mmaction - INFO - Epoch [6][360/1879] lr: 2.372e-02, eta: 4 days, 19:22:29, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.0863, top5_acc: 0.2367, loss_cls: 4.7218, loss: 4.7218, grad_norm: 1.8808 2021-07-07 14:55:27,823 - mmaction - INFO - Epoch [6][380/1879] lr: 2.375e-02, eta: 4 days, 19:21:34, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.0809, top5_acc: 0.2355, loss_cls: 4.7134, loss: 4.7134, grad_norm: 1.8528 2021-07-07 14:55:44,954 - mmaction - INFO - Epoch [6][400/1879] lr: 2.377e-02, eta: 4 days, 19:20:53, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.0883, top5_acc: 0.2410, loss_cls: 4.7100, loss: 4.7100, grad_norm: 1.8465 2021-07-07 14:56:02,016 - mmaction - INFO - Epoch [6][420/1879] lr: 2.380e-02, eta: 4 days, 19:20:08, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.0941, top5_acc: 0.2488, loss_cls: 4.6890, loss: 4.6890, grad_norm: 1.8713 2021-07-07 14:56:19,032 - mmaction - INFO - Epoch [6][440/1879] lr: 2.383e-02, eta: 4 days, 19:19:21, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2316, loss_cls: 4.7423, loss: 4.7423, grad_norm: 1.8672 2021-07-07 14:56:36,164 - mmaction - INFO - Epoch [6][460/1879] lr: 2.386e-02, eta: 4 days, 19:18:41, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.0906, top5_acc: 0.2434, loss_cls: 4.6982, loss: 4.6982, grad_norm: 1.8516 2021-07-07 14:56:53,232 - mmaction - INFO - Epoch [6][480/1879] lr: 2.389e-02, eta: 4 days, 19:17:57, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0922, top5_acc: 0.2461, loss_cls: 4.7032, loss: 4.7032, grad_norm: 1.8456 2021-07-07 14:57:10,186 - mmaction - INFO - Epoch [6][500/1879] lr: 2.392e-02, eta: 4 days, 19:17:08, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0945, top5_acc: 0.2570, loss_cls: 4.6847, loss: 4.6847, grad_norm: 1.8919 2021-07-07 14:57:27,262 - mmaction - INFO - Epoch [6][520/1879] lr: 2.394e-02, eta: 4 days, 19:16:21, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0898, top5_acc: 0.2523, loss_cls: 4.6783, loss: 4.6783, grad_norm: 1.9135 2021-07-07 14:57:44,345 - mmaction - INFO - Epoch [6][540/1879] lr: 2.397e-02, eta: 4 days, 19:15:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.0992, top5_acc: 0.2473, loss_cls: 4.6562, loss: 4.6562, grad_norm: 1.8332 2021-07-07 14:58:01,418 - mmaction - INFO - Epoch [6][560/1879] lr: 2.400e-02, eta: 4 days, 19:14:58, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0992, top5_acc: 0.2547, loss_cls: 4.6687, loss: 4.6687, grad_norm: 1.8317 2021-07-07 14:58:18,519 - mmaction - INFO - Epoch [6][580/1879] lr: 2.403e-02, eta: 4 days, 19:14:15, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0949, top5_acc: 0.2656, loss_cls: 4.6687, loss: 4.6687, grad_norm: 1.9045 2021-07-07 14:58:35,552 - mmaction - INFO - Epoch [6][600/1879] lr: 2.406e-02, eta: 4 days, 19:13:29, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.0820, top5_acc: 0.2418, loss_cls: 4.7126, loss: 4.7126, grad_norm: 1.9340 2021-07-07 14:58:52,609 - mmaction - INFO - Epoch [6][620/1879] lr: 2.408e-02, eta: 4 days, 19:12:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1008, top5_acc: 0.2672, loss_cls: 4.6081, loss: 4.6081, grad_norm: 1.8517 2021-07-07 14:59:09,542 - mmaction - INFO - Epoch [6][640/1879] lr: 2.411e-02, eta: 4 days, 19:11:56, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.0945, top5_acc: 0.2496, loss_cls: 4.7052, loss: 4.7052, grad_norm: 1.8977 2021-07-07 14:59:26,740 - mmaction - INFO - Epoch [6][660/1879] lr: 2.414e-02, eta: 4 days, 19:11:21, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.0883, top5_acc: 0.2453, loss_cls: 4.6904, loss: 4.6904, grad_norm: 1.8621 2021-07-07 14:59:43,741 - mmaction - INFO - Epoch [6][680/1879] lr: 2.417e-02, eta: 4 days, 19:10:34, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0934, top5_acc: 0.2559, loss_cls: 4.6880, loss: 4.6880, grad_norm: 1.8982 2021-07-07 15:00:00,825 - mmaction - INFO - Epoch [6][700/1879] lr: 2.420e-02, eta: 4 days, 19:09:52, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2352, loss_cls: 4.7487, loss: 4.7487, grad_norm: 1.8522 2021-07-07 15:00:18,024 - mmaction - INFO - Epoch [6][720/1879] lr: 2.423e-02, eta: 4 days, 19:09:15, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.0938, top5_acc: 0.2301, loss_cls: 4.7379, loss: 4.7379, grad_norm: 1.8163 2021-07-07 15:00:35,189 - mmaction - INFO - Epoch [6][740/1879] lr: 2.425e-02, eta: 4 days, 19:08:35, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.0816, top5_acc: 0.2371, loss_cls: 4.7070, loss: 4.7070, grad_norm: 1.8609 2021-07-07 15:00:52,242 - mmaction - INFO - Epoch [6][760/1879] lr: 2.428e-02, eta: 4 days, 19:07:55, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2469, loss_cls: 4.6961, loss: 4.6961, grad_norm: 1.8749 2021-07-07 15:01:09,272 - mmaction - INFO - Epoch [6][780/1879] lr: 2.431e-02, eta: 4 days, 19:07:09, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0840, top5_acc: 0.2398, loss_cls: 4.7378, loss: 4.7378, grad_norm: 1.8566 2021-07-07 15:01:26,412 - mmaction - INFO - Epoch [6][800/1879] lr: 2.434e-02, eta: 4 days, 19:06:31, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0953, top5_acc: 0.2430, loss_cls: 4.6872, loss: 4.6872, grad_norm: 1.8040 2021-07-07 15:01:43,546 - mmaction - INFO - Epoch [6][820/1879] lr: 2.437e-02, eta: 4 days, 19:05:52, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.0980, top5_acc: 0.2496, loss_cls: 4.6877, loss: 4.6877, grad_norm: 1.8825 2021-07-07 15:02:00,555 - mmaction - INFO - Epoch [6][840/1879] lr: 2.439e-02, eta: 4 days, 19:05:06, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2582, loss_cls: 4.6283, loss: 4.6283, grad_norm: 1.8490 2021-07-07 15:02:17,555 - mmaction - INFO - Epoch [6][860/1879] lr: 2.442e-02, eta: 4 days, 19:04:23, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2586, loss_cls: 4.6442, loss: 4.6442, grad_norm: 1.8893 2021-07-07 15:02:34,712 - mmaction - INFO - Epoch [6][880/1879] lr: 2.445e-02, eta: 4 days, 19:03:43, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.0945, top5_acc: 0.2609, loss_cls: 4.6385, loss: 4.6385, grad_norm: 1.8762 2021-07-07 15:02:51,745 - mmaction - INFO - Epoch [6][900/1879] lr: 2.448e-02, eta: 4 days, 19:03:00, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.0918, top5_acc: 0.2402, loss_cls: 4.6887, loss: 4.6887, grad_norm: 1.8630 2021-07-07 15:03:08,790 - mmaction - INFO - Epoch [6][920/1879] lr: 2.451e-02, eta: 4 days, 19:02:16, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2664, loss_cls: 4.6939, loss: 4.6939, grad_norm: 1.8624 2021-07-07 15:03:25,560 - mmaction - INFO - Epoch [6][940/1879] lr: 2.454e-02, eta: 4 days, 19:01:22, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.0938, top5_acc: 0.2543, loss_cls: 4.6410, loss: 4.6410, grad_norm: 1.8416 2021-07-07 15:03:42,807 - mmaction - INFO - Epoch [6][960/1879] lr: 2.456e-02, eta: 4 days, 19:00:47, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.1004, top5_acc: 0.2508, loss_cls: 4.6454, loss: 4.6454, grad_norm: 1.8339 2021-07-07 15:03:59,784 - mmaction - INFO - Epoch [6][980/1879] lr: 2.459e-02, eta: 4 days, 19:00:04, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.0984, top5_acc: 0.2605, loss_cls: 4.6528, loss: 4.6528, grad_norm: 1.8869 2021-07-07 15:04:16,873 - mmaction - INFO - Epoch [6][1000/1879] lr: 2.462e-02, eta: 4 days, 18:59:22, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.0848, top5_acc: 0.2453, loss_cls: 4.6758, loss: 4.6758, grad_norm: 1.8589 2021-07-07 15:04:33,884 - mmaction - INFO - Epoch [6][1020/1879] lr: 2.465e-02, eta: 4 days, 18:58:40, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1070, top5_acc: 0.2738, loss_cls: 4.6765, loss: 4.6765, grad_norm: 1.9001 2021-07-07 15:04:51,056 - mmaction - INFO - Epoch [6][1040/1879] lr: 2.468e-02, eta: 4 days, 18:58:03, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0945, top5_acc: 0.2543, loss_cls: 4.6771, loss: 4.6771, grad_norm: 1.8295 2021-07-07 15:05:08,177 - mmaction - INFO - Epoch [6][1060/1879] lr: 2.470e-02, eta: 4 days, 18:57:24, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.1051, top5_acc: 0.2574, loss_cls: 4.6528, loss: 4.6528, grad_norm: 1.8735 2021-07-07 15:05:25,298 - mmaction - INFO - Epoch [6][1080/1879] lr: 2.473e-02, eta: 4 days, 18:56:46, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.0945, top5_acc: 0.2395, loss_cls: 4.6591, loss: 4.6591, grad_norm: 1.8556 2021-07-07 15:05:42,456 - mmaction - INFO - Epoch [6][1100/1879] lr: 2.476e-02, eta: 4 days, 18:56:07, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.0910, top5_acc: 0.2504, loss_cls: 4.6755, loss: 4.6755, grad_norm: 1.8777 2021-07-07 15:05:59,445 - mmaction - INFO - Epoch [6][1120/1879] lr: 2.479e-02, eta: 4 days, 18:55:24, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2523, loss_cls: 4.6757, loss: 4.6757, grad_norm: 1.8571 2021-07-07 15:06:16,393 - mmaction - INFO - Epoch [6][1140/1879] lr: 2.482e-02, eta: 4 days, 18:54:38, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.1000, top5_acc: 0.2445, loss_cls: 4.6711, loss: 4.6711, grad_norm: 1.9021 2021-07-07 15:06:33,583 - mmaction - INFO - Epoch [6][1160/1879] lr: 2.484e-02, eta: 4 days, 18:54:01, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.0926, top5_acc: 0.2484, loss_cls: 4.6936, loss: 4.6936, grad_norm: 1.8355 2021-07-07 15:06:50,619 - mmaction - INFO - Epoch [6][1180/1879] lr: 2.487e-02, eta: 4 days, 18:53:21, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.0906, top5_acc: 0.2398, loss_cls: 4.6726, loss: 4.6726, grad_norm: 1.8475 2021-07-07 15:07:07,548 - mmaction - INFO - Epoch [6][1200/1879] lr: 2.490e-02, eta: 4 days, 18:52:33, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.0887, top5_acc: 0.2504, loss_cls: 4.6684, loss: 4.6684, grad_norm: 1.9098 2021-07-07 15:07:24,559 - mmaction - INFO - Epoch [6][1220/1879] lr: 2.493e-02, eta: 4 days, 18:51:50, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0992, top5_acc: 0.2527, loss_cls: 4.6811, loss: 4.6811, grad_norm: 1.8378 2021-07-07 15:07:41,545 - mmaction - INFO - Epoch [6][1240/1879] lr: 2.496e-02, eta: 4 days, 18:51:06, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.0871, top5_acc: 0.2414, loss_cls: 4.7081, loss: 4.7081, grad_norm: 1.8163 2021-07-07 15:07:58,489 - mmaction - INFO - Epoch [6][1260/1879] lr: 2.499e-02, eta: 4 days, 18:50:22, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2523, loss_cls: 4.6468, loss: 4.6468, grad_norm: 1.7959 2021-07-07 15:08:15,499 - mmaction - INFO - Epoch [6][1280/1879] lr: 2.501e-02, eta: 4 days, 18:49:38, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.0945, top5_acc: 0.2488, loss_cls: 4.6930, loss: 4.6930, grad_norm: 1.8365 2021-07-07 15:08:32,575 - mmaction - INFO - Epoch [6][1300/1879] lr: 2.504e-02, eta: 4 days, 18:48:59, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0898, top5_acc: 0.2430, loss_cls: 4.7053, loss: 4.7053, grad_norm: 1.8733 2021-07-07 15:08:49,618 - mmaction - INFO - Epoch [6][1320/1879] lr: 2.507e-02, eta: 4 days, 18:48:17, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.1023, top5_acc: 0.2687, loss_cls: 4.6276, loss: 4.6276, grad_norm: 1.8458 2021-07-07 15:09:06,748 - mmaction - INFO - Epoch [6][1340/1879] lr: 2.510e-02, eta: 4 days, 18:47:42, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.0980, top5_acc: 0.2715, loss_cls: 4.6381, loss: 4.6381, grad_norm: 1.8988 2021-07-07 15:09:23,905 - mmaction - INFO - Epoch [6][1360/1879] lr: 2.513e-02, eta: 4 days, 18:47:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.1000, top5_acc: 0.2746, loss_cls: 4.6612, loss: 4.6612, grad_norm: 1.8269 2021-07-07 15:09:40,928 - mmaction - INFO - Epoch [6][1380/1879] lr: 2.515e-02, eta: 4 days, 18:46:25, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2609, loss_cls: 4.6257, loss: 4.6257, grad_norm: 1.8918 2021-07-07 15:09:57,960 - mmaction - INFO - Epoch [6][1400/1879] lr: 2.518e-02, eta: 4 days, 18:45:41, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2730, loss_cls: 4.6326, loss: 4.6326, grad_norm: 1.8809 2021-07-07 15:10:15,039 - mmaction - INFO - Epoch [6][1420/1879] lr: 2.521e-02, eta: 4 days, 18:45:04, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.0969, top5_acc: 0.2551, loss_cls: 4.6531, loss: 4.6531, grad_norm: 1.8421 2021-07-07 15:10:32,109 - mmaction - INFO - Epoch [6][1440/1879] lr: 2.524e-02, eta: 4 days, 18:44:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1031, top5_acc: 0.2695, loss_cls: 4.5944, loss: 4.5944, grad_norm: 1.8334 2021-07-07 15:10:49,099 - mmaction - INFO - Epoch [6][1460/1879] lr: 2.527e-02, eta: 4 days, 18:43:42, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0992, top5_acc: 0.2723, loss_cls: 4.6144, loss: 4.6144, grad_norm: 1.8586 2021-07-07 15:11:06,186 - mmaction - INFO - Epoch [6][1480/1879] lr: 2.530e-02, eta: 4 days, 18:43:02, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.1035, top5_acc: 0.2562, loss_cls: 4.6409, loss: 4.6409, grad_norm: 1.8647 2021-07-07 15:11:23,144 - mmaction - INFO - Epoch [6][1500/1879] lr: 2.532e-02, eta: 4 days, 18:42:20, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.1031, top5_acc: 0.2750, loss_cls: 4.6167, loss: 4.6167, grad_norm: 1.8850 2021-07-07 15:11:40,103 - mmaction - INFO - Epoch [6][1520/1879] lr: 2.535e-02, eta: 4 days, 18:41:36, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2348, loss_cls: 4.7085, loss: 4.7085, grad_norm: 1.8672 2021-07-07 15:11:57,118 - mmaction - INFO - Epoch [6][1540/1879] lr: 2.538e-02, eta: 4 days, 18:40:54, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2629, loss_cls: 4.6262, loss: 4.6262, grad_norm: 1.8395 2021-07-07 15:12:14,082 - mmaction - INFO - Epoch [6][1560/1879] lr: 2.541e-02, eta: 4 days, 18:40:11, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1035, top5_acc: 0.2707, loss_cls: 4.5799, loss: 4.5799, grad_norm: 1.8814 2021-07-07 15:12:31,203 - mmaction - INFO - Epoch [6][1580/1879] lr: 2.544e-02, eta: 4 days, 18:39:34, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2465, loss_cls: 4.6751, loss: 4.6751, grad_norm: 1.8151 2021-07-07 15:12:48,194 - mmaction - INFO - Epoch [6][1600/1879] lr: 2.546e-02, eta: 4 days, 18:38:52, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.0953, top5_acc: 0.2672, loss_cls: 4.6216, loss: 4.6216, grad_norm: 1.8532 2021-07-07 15:13:05,133 - mmaction - INFO - Epoch [6][1620/1879] lr: 2.549e-02, eta: 4 days, 18:38:09, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.0953, top5_acc: 0.2547, loss_cls: 4.6337, loss: 4.6337, grad_norm: 1.8883 2021-07-07 15:13:22,089 - mmaction - INFO - Epoch [6][1640/1879] lr: 2.552e-02, eta: 4 days, 18:37:25, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2641, loss_cls: 4.5683, loss: 4.5683, grad_norm: 1.8006 2021-07-07 15:13:39,343 - mmaction - INFO - Epoch [6][1660/1879] lr: 2.555e-02, eta: 4 days, 18:36:52, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.0957, top5_acc: 0.2461, loss_cls: 4.6454, loss: 4.6454, grad_norm: 1.8860 2021-07-07 15:13:56,439 - mmaction - INFO - Epoch [6][1680/1879] lr: 2.558e-02, eta: 4 days, 18:36:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1105, top5_acc: 0.2723, loss_cls: 4.5919, loss: 4.5919, grad_norm: 1.8675 2021-07-07 15:14:13,592 - mmaction - INFO - Epoch [6][1700/1879] lr: 2.560e-02, eta: 4 days, 18:35:43, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0969, top5_acc: 0.2605, loss_cls: 4.6196, loss: 4.6196, grad_norm: 1.8643 2021-07-07 15:14:30,535 - mmaction - INFO - Epoch [6][1720/1879] lr: 2.563e-02, eta: 4 days, 18:34:58, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.0996, top5_acc: 0.2648, loss_cls: 4.6380, loss: 4.6380, grad_norm: 1.8524 2021-07-07 15:14:47,572 - mmaction - INFO - Epoch [6][1740/1879] lr: 2.566e-02, eta: 4 days, 18:34:19, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.0949, top5_acc: 0.2633, loss_cls: 4.6064, loss: 4.6064, grad_norm: 1.8816 2021-07-07 15:15:04,655 - mmaction - INFO - Epoch [6][1760/1879] lr: 2.569e-02, eta: 4 days, 18:33:41, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.1020, top5_acc: 0.2668, loss_cls: 4.5737, loss: 4.5737, grad_norm: 1.8819 2021-07-07 15:15:21,786 - mmaction - INFO - Epoch [6][1780/1879] lr: 2.572e-02, eta: 4 days, 18:33:07, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.1039, top5_acc: 0.2570, loss_cls: 4.6221, loss: 4.6221, grad_norm: 1.8699 2021-07-07 15:15:38,932 - mmaction - INFO - Epoch [6][1800/1879] lr: 2.575e-02, eta: 4 days, 18:32:32, time: 0.857, data_time: 0.000, memory: 6462, top1_acc: 0.1090, top5_acc: 0.2687, loss_cls: 4.5947, loss: 4.5947, grad_norm: 1.9159 2021-07-07 15:15:55,914 - mmaction - INFO - Epoch [6][1820/1879] lr: 2.577e-02, eta: 4 days, 18:31:51, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.1055, top5_acc: 0.2703, loss_cls: 4.5845, loss: 4.5845, grad_norm: 1.8526 2021-07-07 15:16:13,125 - mmaction - INFO - Epoch [6][1840/1879] lr: 2.580e-02, eta: 4 days, 18:31:18, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1020, top5_acc: 0.2699, loss_cls: 4.5780, loss: 4.5780, grad_norm: 1.8606 2021-07-07 15:16:30,076 - mmaction - INFO - Epoch [6][1860/1879] lr: 2.583e-02, eta: 4 days, 18:30:35, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1008, top5_acc: 0.2461, loss_cls: 4.6397, loss: 4.6397, grad_norm: 1.8542 2021-07-07 15:16:49,188 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 15:16:49,194 - mmaction - INFO - 106 BN found 2021-07-07 15:21:25,416 - mmaction - INFO - BN stats updated 2021-07-07 15:22:37,851 - mmaction - INFO - Epoch [7][20/1879] lr: 2.587e-02, eta: 4 days, 18:55:06, time: 3.520, data_time: 2.702, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2676, loss_cls: 4.5914, loss: 4.5914, grad_norm: 1.8690 2021-07-07 15:22:54,387 - mmaction - INFO - Epoch [7][40/1879] lr: 2.590e-02, eta: 4 days, 18:54:04, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2668, loss_cls: 4.6172, loss: 4.6172, grad_norm: 1.9359 2021-07-07 15:23:10,814 - mmaction - INFO - Epoch [7][60/1879] lr: 2.593e-02, eta: 4 days, 18:52:56, time: 0.820, data_time: 0.002, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2590, loss_cls: 4.5937, loss: 4.5937, grad_norm: 1.8640 2021-07-07 15:23:27,403 - mmaction - INFO - Epoch [7][80/1879] lr: 2.596e-02, eta: 4 days, 18:51:57, time: 0.830, data_time: 0.002, memory: 6462, top1_acc: 0.1070, top5_acc: 0.2762, loss_cls: 4.5951, loss: 4.5951, grad_norm: 1.8730 2021-07-07 15:23:44,189 - mmaction - INFO - Epoch [7][100/1879] lr: 2.599e-02, eta: 4 days, 18:51:04, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.0984, top5_acc: 0.2559, loss_cls: 4.6191, loss: 4.6191, grad_norm: 1.8316 2021-07-07 15:24:00,943 - mmaction - INFO - Epoch [7][120/1879] lr: 2.601e-02, eta: 4 days, 18:50:11, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.0992, top5_acc: 0.2566, loss_cls: 4.6181, loss: 4.6181, grad_norm: 1.8797 2021-07-07 15:24:17,658 - mmaction - INFO - Epoch [7][140/1879] lr: 2.604e-02, eta: 4 days, 18:49:17, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.0973, top5_acc: 0.2625, loss_cls: 4.5931, loss: 4.5931, grad_norm: 1.8330 2021-07-07 15:24:34,282 - mmaction - INFO - Epoch [7][160/1879] lr: 2.607e-02, eta: 4 days, 18:48:21, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2504, loss_cls: 4.5957, loss: 4.5957, grad_norm: 1.8512 2021-07-07 15:24:51,413 - mmaction - INFO - Epoch [7][180/1879] lr: 2.610e-02, eta: 4 days, 18:47:43, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.1172, top5_acc: 0.2770, loss_cls: 4.5452, loss: 4.5452, grad_norm: 1.8730 2021-07-07 15:25:08,498 - mmaction - INFO - Epoch [7][200/1879] lr: 2.613e-02, eta: 4 days, 18:47:05, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1027, top5_acc: 0.2680, loss_cls: 4.6016, loss: 4.6016, grad_norm: 1.9014 2021-07-07 15:25:25,316 - mmaction - INFO - Epoch [7][220/1879] lr: 2.616e-02, eta: 4 days, 18:46:15, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.0957, top5_acc: 0.2566, loss_cls: 4.6324, loss: 4.6324, grad_norm: 1.8774 2021-07-07 15:25:42,511 - mmaction - INFO - Epoch [7][240/1879] lr: 2.618e-02, eta: 4 days, 18:45:41, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1000, top5_acc: 0.2754, loss_cls: 4.5493, loss: 4.5493, grad_norm: 1.9044 2021-07-07 15:25:59,435 - mmaction - INFO - Epoch [7][260/1879] lr: 2.621e-02, eta: 4 days, 18:44:55, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.1129, top5_acc: 0.2883, loss_cls: 4.5917, loss: 4.5917, grad_norm: 1.8331 2021-07-07 15:26:16,406 - mmaction - INFO - Epoch [7][280/1879] lr: 2.624e-02, eta: 4 days, 18:44:13, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.1137, top5_acc: 0.2914, loss_cls: 4.5389, loss: 4.5389, grad_norm: 1.8553 2021-07-07 15:26:33,227 - mmaction - INFO - Epoch [7][300/1879] lr: 2.627e-02, eta: 4 days, 18:43:24, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2742, loss_cls: 4.6130, loss: 4.6130, grad_norm: 1.8533 2021-07-07 15:26:50,307 - mmaction - INFO - Epoch [7][320/1879] lr: 2.630e-02, eta: 4 days, 18:42:43, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.1141, top5_acc: 0.2793, loss_cls: 4.5788, loss: 4.5788, grad_norm: 1.8732 2021-07-07 15:27:07,339 - mmaction - INFO - Epoch [7][340/1879] lr: 2.632e-02, eta: 4 days, 18:42:04, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1133, top5_acc: 0.2758, loss_cls: 4.5366, loss: 4.5366, grad_norm: 1.8442 2021-07-07 15:27:24,398 - mmaction - INFO - Epoch [7][360/1879] lr: 2.635e-02, eta: 4 days, 18:41:25, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.1039, top5_acc: 0.2750, loss_cls: 4.5801, loss: 4.5801, grad_norm: 1.8517 2021-07-07 15:27:41,529 - mmaction - INFO - Epoch [7][380/1879] lr: 2.638e-02, eta: 4 days, 18:40:50, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1074, top5_acc: 0.2855, loss_cls: 4.5426, loss: 4.5426, grad_norm: 1.8577 2021-07-07 15:27:58,595 - mmaction - INFO - Epoch [7][400/1879] lr: 2.641e-02, eta: 4 days, 18:40:10, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1020, top5_acc: 0.2691, loss_cls: 4.5376, loss: 4.5376, grad_norm: 1.8583 2021-07-07 15:28:15,601 - mmaction - INFO - Epoch [7][420/1879] lr: 2.644e-02, eta: 4 days, 18:39:30, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1055, top5_acc: 0.2762, loss_cls: 4.5855, loss: 4.5855, grad_norm: 1.8406 2021-07-07 15:28:32,704 - mmaction - INFO - Epoch [7][440/1879] lr: 2.646e-02, eta: 4 days, 18:38:52, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.1078, top5_acc: 0.2699, loss_cls: 4.5967, loss: 4.5967, grad_norm: 1.8479 2021-07-07 15:28:49,588 - mmaction - INFO - Epoch [7][460/1879] lr: 2.649e-02, eta: 4 days, 18:38:07, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.1047, top5_acc: 0.2785, loss_cls: 4.5543, loss: 4.5543, grad_norm: 1.8439 2021-07-07 15:29:06,754 - mmaction - INFO - Epoch [7][480/1879] lr: 2.652e-02, eta: 4 days, 18:37:33, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.1168, top5_acc: 0.2996, loss_cls: 4.5214, loss: 4.5214, grad_norm: 1.8742 2021-07-07 15:29:23,895 - mmaction - INFO - Epoch [7][500/1879] lr: 2.655e-02, eta: 4 days, 18:36:55, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.1070, top5_acc: 0.2855, loss_cls: 4.5463, loss: 4.5463, grad_norm: 1.8845 2021-07-07 15:29:40,991 - mmaction - INFO - Epoch [7][520/1879] lr: 2.658e-02, eta: 4 days, 18:36:19, time: 0.855, data_time: 0.008, memory: 6462, top1_acc: 0.1066, top5_acc: 0.2762, loss_cls: 4.5676, loss: 4.5676, grad_norm: 1.8336 2021-07-07 15:29:58,101 - mmaction - INFO - Epoch [7][540/1879] lr: 2.661e-02, eta: 4 days, 18:35:44, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1156, top5_acc: 0.2930, loss_cls: 4.4830, loss: 4.4830, grad_norm: 1.8636 2021-07-07 15:30:15,235 - mmaction - INFO - Epoch [7][560/1879] lr: 2.663e-02, eta: 4 days, 18:35:07, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1133, top5_acc: 0.2945, loss_cls: 4.5394, loss: 4.5394, grad_norm: 1.8765 2021-07-07 15:30:32,413 - mmaction - INFO - Epoch [7][580/1879] lr: 2.666e-02, eta: 4 days, 18:34:33, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1051, top5_acc: 0.2793, loss_cls: 4.5466, loss: 4.5466, grad_norm: 1.9040 2021-07-07 15:30:49,478 - mmaction - INFO - Epoch [7][600/1879] lr: 2.669e-02, eta: 4 days, 18:33:55, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1027, top5_acc: 0.2684, loss_cls: 4.6030, loss: 4.6030, grad_norm: 1.8800 2021-07-07 15:31:06,596 - mmaction - INFO - Epoch [7][620/1879] lr: 2.672e-02, eta: 4 days, 18:33:21, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1164, top5_acc: 0.2871, loss_cls: 4.5174, loss: 4.5174, grad_norm: 1.8325 2021-07-07 15:31:23,850 - mmaction - INFO - Epoch [7][640/1879] lr: 2.675e-02, eta: 4 days, 18:32:49, time: 0.860, data_time: 0.000, memory: 6462, top1_acc: 0.1051, top5_acc: 0.2742, loss_cls: 4.5272, loss: 4.5272, grad_norm: 1.8664 2021-07-07 15:31:40,989 - mmaction - INFO - Epoch [7][660/1879] lr: 2.677e-02, eta: 4 days, 18:32:16, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1043, top5_acc: 0.2734, loss_cls: 4.5437, loss: 4.5437, grad_norm: 1.8838 2021-07-07 15:31:57,874 - mmaction - INFO - Epoch [7][680/1879] lr: 2.680e-02, eta: 4 days, 18:31:31, time: 0.844, data_time: 0.000, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2660, loss_cls: 4.5828, loss: 4.5828, grad_norm: 1.8257 2021-07-07 15:32:14,965 - mmaction - INFO - Epoch [7][700/1879] lr: 2.683e-02, eta: 4 days, 18:30:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2809, loss_cls: 4.5425, loss: 4.5425, grad_norm: 1.8644 2021-07-07 15:32:31,927 - mmaction - INFO - Epoch [7][720/1879] lr: 2.686e-02, eta: 4 days, 18:30:10, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.1086, top5_acc: 0.2754, loss_cls: 4.5633, loss: 4.5633, grad_norm: 1.9078 2021-07-07 15:32:48,856 - mmaction - INFO - Epoch [7][740/1879] lr: 2.689e-02, eta: 4 days, 18:29:27, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.1129, top5_acc: 0.2832, loss_cls: 4.5270, loss: 4.5270, grad_norm: 1.8695 2021-07-07 15:33:05,954 - mmaction - INFO - Epoch [7][760/1879] lr: 2.692e-02, eta: 4 days, 18:28:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1039, top5_acc: 0.2691, loss_cls: 4.6118, loss: 4.6118, grad_norm: 1.9288 2021-07-07 15:33:22,875 - mmaction - INFO - Epoch [7][780/1879] lr: 2.694e-02, eta: 4 days, 18:28:09, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.1031, top5_acc: 0.2727, loss_cls: 4.5378, loss: 4.5378, grad_norm: 1.8563 2021-07-07 15:33:39,803 - mmaction - INFO - Epoch [7][800/1879] lr: 2.697e-02, eta: 4 days, 18:27:27, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1055, top5_acc: 0.2723, loss_cls: 4.5549, loss: 4.5549, grad_norm: 1.8921 2021-07-07 15:33:56,890 - mmaction - INFO - Epoch [7][820/1879] lr: 2.700e-02, eta: 4 days, 18:26:50, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1187, top5_acc: 0.2945, loss_cls: 4.4687, loss: 4.4687, grad_norm: 1.8746 2021-07-07 15:34:14,043 - mmaction - INFO - Epoch [7][840/1879] lr: 2.703e-02, eta: 4 days, 18:26:16, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2691, loss_cls: 4.5716, loss: 4.5716, grad_norm: 1.8501 2021-07-07 15:34:30,957 - mmaction - INFO - Epoch [7][860/1879] lr: 2.706e-02, eta: 4 days, 18:25:33, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.1047, top5_acc: 0.2668, loss_cls: 4.6194, loss: 4.6194, grad_norm: 1.8479 2021-07-07 15:34:47,940 - mmaction - INFO - Epoch [7][880/1879] lr: 2.708e-02, eta: 4 days, 18:24:53, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.1207, top5_acc: 0.2848, loss_cls: 4.4989, loss: 4.4989, grad_norm: 1.8565 2021-07-07 15:35:04,850 - mmaction - INFO - Epoch [7][900/1879] lr: 2.711e-02, eta: 4 days, 18:24:09, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.1156, top5_acc: 0.2820, loss_cls: 4.5601, loss: 4.5601, grad_norm: 1.8899 2021-07-07 15:35:21,883 - mmaction - INFO - Epoch [7][920/1879] lr: 2.714e-02, eta: 4 days, 18:23:32, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.0957, top5_acc: 0.2687, loss_cls: 4.6148, loss: 4.6148, grad_norm: 1.8975 2021-07-07 15:35:38,925 - mmaction - INFO - Epoch [7][940/1879] lr: 2.717e-02, eta: 4 days, 18:22:53, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.1129, top5_acc: 0.2754, loss_cls: 4.5351, loss: 4.5351, grad_norm: 1.8612 2021-07-07 15:35:55,971 - mmaction - INFO - Epoch [7][960/1879] lr: 2.720e-02, eta: 4 days, 18:22:16, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.1090, top5_acc: 0.2875, loss_cls: 4.5233, loss: 4.5233, grad_norm: 1.8241 2021-07-07 15:36:13,125 - mmaction - INFO - Epoch [7][980/1879] lr: 2.722e-02, eta: 4 days, 18:21:42, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.1062, top5_acc: 0.2770, loss_cls: 4.5414, loss: 4.5414, grad_norm: 1.8790 2021-07-07 15:36:29,979 - mmaction - INFO - Epoch [7][1000/1879] lr: 2.725e-02, eta: 4 days, 18:20:59, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.1246, top5_acc: 0.3039, loss_cls: 4.4512, loss: 4.4512, grad_norm: 1.8948 2021-07-07 15:36:47,040 - mmaction - INFO - Epoch [7][1020/1879] lr: 2.728e-02, eta: 4 days, 18:20:22, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.1113, top5_acc: 0.2824, loss_cls: 4.4956, loss: 4.4956, grad_norm: 1.8568 2021-07-07 15:37:04,058 - mmaction - INFO - Epoch [7][1040/1879] lr: 2.731e-02, eta: 4 days, 18:19:42, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.1105, top5_acc: 0.2902, loss_cls: 4.5446, loss: 4.5446, grad_norm: 1.8932 2021-07-07 15:37:20,996 - mmaction - INFO - Epoch [7][1060/1879] lr: 2.734e-02, eta: 4 days, 18:19:01, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.1105, top5_acc: 0.2836, loss_cls: 4.5311, loss: 4.5311, grad_norm: 1.8628 2021-07-07 15:37:37,792 - mmaction - INFO - Epoch [7][1080/1879] lr: 2.737e-02, eta: 4 days, 18:18:16, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.1117, top5_acc: 0.2816, loss_cls: 4.5283, loss: 4.5283, grad_norm: 1.8746 2021-07-07 15:37:54,965 - mmaction - INFO - Epoch [7][1100/1879] lr: 2.739e-02, eta: 4 days, 18:17:44, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1121, top5_acc: 0.2883, loss_cls: 4.4792, loss: 4.4792, grad_norm: 1.8970 2021-07-07 15:38:11,891 - mmaction - INFO - Epoch [7][1120/1879] lr: 2.742e-02, eta: 4 days, 18:17:03, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1090, top5_acc: 0.2863, loss_cls: 4.5408, loss: 4.5408, grad_norm: 1.9022 2021-07-07 15:38:28,928 - mmaction - INFO - Epoch [7][1140/1879] lr: 2.745e-02, eta: 4 days, 18:16:23, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.1074, top5_acc: 0.2828, loss_cls: 4.5263, loss: 4.5263, grad_norm: 1.8705 2021-07-07 15:38:45,739 - mmaction - INFO - Epoch [7][1160/1879] lr: 2.748e-02, eta: 4 days, 18:15:38, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.1242, top5_acc: 0.2984, loss_cls: 4.4328, loss: 4.4328, grad_norm: 1.8402 2021-07-07 15:39:02,747 - mmaction - INFO - Epoch [7][1180/1879] lr: 2.751e-02, eta: 4 days, 18:14:59, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.1145, top5_acc: 0.2855, loss_cls: 4.4761, loss: 4.4761, grad_norm: 1.8527 2021-07-07 15:39:19,676 - mmaction - INFO - Epoch [7][1200/1879] lr: 2.753e-02, eta: 4 days, 18:14:20, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.1105, top5_acc: 0.2980, loss_cls: 4.5276, loss: 4.5276, grad_norm: 1.8960 2021-07-07 15:39:36,386 - mmaction - INFO - Epoch [7][1220/1879] lr: 2.756e-02, eta: 4 days, 18:13:31, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.1262, top5_acc: 0.3012, loss_cls: 4.4755, loss: 4.4755, grad_norm: 1.8821 2021-07-07 15:39:53,483 - mmaction - INFO - Epoch [7][1240/1879] lr: 2.759e-02, eta: 4 days, 18:12:56, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.1148, top5_acc: 0.2812, loss_cls: 4.5261, loss: 4.5261, grad_norm: 1.8527 2021-07-07 15:40:10,397 - mmaction - INFO - Epoch [7][1260/1879] lr: 2.762e-02, eta: 4 days, 18:12:14, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.1062, top5_acc: 0.3016, loss_cls: 4.4679, loss: 4.4679, grad_norm: 1.8935 2021-07-07 15:40:27,267 - mmaction - INFO - Epoch [7][1280/1879] lr: 2.765e-02, eta: 4 days, 18:11:31, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.1023, top5_acc: 0.2875, loss_cls: 4.4856, loss: 4.4856, grad_norm: 1.8916 2021-07-07 15:40:44,417 - mmaction - INFO - Epoch [7][1300/1879] lr: 2.767e-02, eta: 4 days, 18:10:58, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1203, top5_acc: 0.2840, loss_cls: 4.4883, loss: 4.4883, grad_norm: 1.8445 2021-07-07 15:41:01,600 - mmaction - INFO - Epoch [7][1320/1879] lr: 2.770e-02, eta: 4 days, 18:10:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1152, top5_acc: 0.2859, loss_cls: 4.5075, loss: 4.5075, grad_norm: 1.8625 2021-07-07 15:41:18,671 - mmaction - INFO - Epoch [7][1340/1879] lr: 2.773e-02, eta: 4 days, 18:09:52, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1121, top5_acc: 0.2898, loss_cls: 4.5181, loss: 4.5181, grad_norm: 1.9508 2021-07-07 15:41:35,822 - mmaction - INFO - Epoch [7][1360/1879] lr: 2.776e-02, eta: 4 days, 18:09:20, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.1324, top5_acc: 0.2977, loss_cls: 4.4395, loss: 4.4395, grad_norm: 1.8857 2021-07-07 15:41:52,757 - mmaction - INFO - Epoch [7][1380/1879] lr: 2.779e-02, eta: 4 days, 18:08:40, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1238, top5_acc: 0.2961, loss_cls: 4.4377, loss: 4.4377, grad_norm: 1.8926 2021-07-07 15:42:09,814 - mmaction - INFO - Epoch [7][1400/1879] lr: 2.782e-02, eta: 4 days, 18:08:04, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.1156, top5_acc: 0.2949, loss_cls: 4.5141, loss: 4.5141, grad_norm: 1.8663 2021-07-07 15:42:26,684 - mmaction - INFO - Epoch [7][1420/1879] lr: 2.784e-02, eta: 4 days, 18:07:22, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.1195, top5_acc: 0.3020, loss_cls: 4.4444, loss: 4.4444, grad_norm: 1.8442 2021-07-07 15:42:43,749 - mmaction - INFO - Epoch [7][1440/1879] lr: 2.787e-02, eta: 4 days, 18:06:46, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.1187, top5_acc: 0.2859, loss_cls: 4.5367, loss: 4.5367, grad_norm: 1.8997 2021-07-07 15:43:00,711 - mmaction - INFO - Epoch [7][1460/1879] lr: 2.790e-02, eta: 4 days, 18:06:06, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.1117, top5_acc: 0.2836, loss_cls: 4.4992, loss: 4.4992, grad_norm: 1.8383 2021-07-07 15:43:17,921 - mmaction - INFO - Epoch [7][1480/1879] lr: 2.793e-02, eta: 4 days, 18:05:36, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1176, top5_acc: 0.2883, loss_cls: 4.4884, loss: 4.4884, grad_norm: 1.8246 2021-07-07 15:43:34,972 - mmaction - INFO - Epoch [7][1500/1879] lr: 2.796e-02, eta: 4 days, 18:05:00, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.1152, top5_acc: 0.2898, loss_cls: 4.4699, loss: 4.4699, grad_norm: 1.9037 2021-07-07 15:43:52,042 - mmaction - INFO - Epoch [7][1520/1879] lr: 2.798e-02, eta: 4 days, 18:04:27, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1062, top5_acc: 0.2832, loss_cls: 4.5184, loss: 4.5184, grad_norm: 1.8834 2021-07-07 15:44:09,023 - mmaction - INFO - Epoch [7][1540/1879] lr: 2.801e-02, eta: 4 days, 18:03:48, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.1246, top5_acc: 0.3027, loss_cls: 4.4445, loss: 4.4445, grad_norm: 1.8588 2021-07-07 15:44:26,083 - mmaction - INFO - Epoch [7][1560/1879] lr: 2.804e-02, eta: 4 days, 18:03:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.1191, top5_acc: 0.2863, loss_cls: 4.4462, loss: 4.4462, grad_norm: 1.8772 2021-07-07 15:44:42,915 - mmaction - INFO - Epoch [7][1580/1879] lr: 2.807e-02, eta: 4 days, 18:02:30, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.1133, top5_acc: 0.2863, loss_cls: 4.4797, loss: 4.4797, grad_norm: 1.8880 2021-07-07 15:45:00,015 - mmaction - INFO - Epoch [7][1600/1879] lr: 2.810e-02, eta: 4 days, 18:01:57, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1211, top5_acc: 0.2828, loss_cls: 4.4925, loss: 4.4925, grad_norm: 1.9123 2021-07-07 15:45:17,130 - mmaction - INFO - Epoch [7][1620/1879] lr: 2.812e-02, eta: 4 days, 18:01:24, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1215, top5_acc: 0.2922, loss_cls: 4.4994, loss: 4.4994, grad_norm: 1.8736 2021-07-07 15:45:34,098 - mmaction - INFO - Epoch [7][1640/1879] lr: 2.815e-02, eta: 4 days, 18:00:46, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.1094, top5_acc: 0.2820, loss_cls: 4.4569, loss: 4.4569, grad_norm: 1.8898 2021-07-07 15:45:51,258 - mmaction - INFO - Epoch [7][1660/1879] lr: 2.818e-02, eta: 4 days, 18:00:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1211, top5_acc: 0.3000, loss_cls: 4.4227, loss: 4.4227, grad_norm: 1.8902 2021-07-07 15:46:08,323 - mmaction - INFO - Epoch [7][1680/1879] lr: 2.821e-02, eta: 4 days, 17:59:39, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1148, top5_acc: 0.3008, loss_cls: 4.4893, loss: 4.4893, grad_norm: 1.9245 2021-07-07 15:46:25,072 - mmaction - INFO - Epoch [7][1700/1879] lr: 2.824e-02, eta: 4 days, 17:58:55, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.1246, top5_acc: 0.2957, loss_cls: 4.4728, loss: 4.4728, grad_norm: 1.8998 2021-07-07 15:46:42,096 - mmaction - INFO - Epoch [7][1720/1879] lr: 2.827e-02, eta: 4 days, 17:58:18, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.1234, top5_acc: 0.3102, loss_cls: 4.3506, loss: 4.3506, grad_norm: 1.9127 2021-07-07 15:46:59,184 - mmaction - INFO - Epoch [7][1740/1879] lr: 2.829e-02, eta: 4 days, 17:57:44, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.1125, top5_acc: 0.2898, loss_cls: 4.5049, loss: 4.5049, grad_norm: 1.9274 2021-07-07 15:47:16,178 - mmaction - INFO - Epoch [7][1760/1879] lr: 2.832e-02, eta: 4 days, 17:57:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.1141, top5_acc: 0.2992, loss_cls: 4.4837, loss: 4.4837, grad_norm: 1.9160 2021-07-07 15:47:33,326 - mmaction - INFO - Epoch [7][1780/1879] lr: 2.835e-02, eta: 4 days, 17:56:37, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1184, top5_acc: 0.2902, loss_cls: 4.4964, loss: 4.4964, grad_norm: 1.9275 2021-07-07 15:47:50,507 - mmaction - INFO - Epoch [7][1800/1879] lr: 2.838e-02, eta: 4 days, 17:56:06, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.1180, top5_acc: 0.3000, loss_cls: 4.4520, loss: 4.4520, grad_norm: 1.9062 2021-07-07 15:48:07,512 - mmaction - INFO - Epoch [7][1820/1879] lr: 2.841e-02, eta: 4 days, 17:55:29, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.1027, top5_acc: 0.2852, loss_cls: 4.4912, loss: 4.4912, grad_norm: 1.8980 2021-07-07 15:48:24,623 - mmaction - INFO - Epoch [7][1840/1879] lr: 2.843e-02, eta: 4 days, 17:54:59, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1277, top5_acc: 0.3078, loss_cls: 4.4379, loss: 4.4379, grad_norm: 1.8872 2021-07-07 15:48:41,806 - mmaction - INFO - Epoch [7][1860/1879] lr: 2.846e-02, eta: 4 days, 17:54:27, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1246, top5_acc: 0.2922, loss_cls: 4.5059, loss: 4.5059, grad_norm: 1.9155 2021-07-07 15:49:00,857 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 15:49:00,863 - mmaction - INFO - 106 BN found 2021-07-07 15:53:40,121 - mmaction - INFO - BN stats updated 2021-07-07 15:55:30,331 - mmaction - INFO - Epoch [8][20/1879] lr: 2.850e-02, eta: 4 days, 18:37:40, time: 5.407, data_time: 4.516, memory: 6462, top1_acc: 0.1227, top5_acc: 0.3066, loss_cls: 4.4581, loss: 4.4581, grad_norm: 1.9397 2021-07-07 15:55:46,718 - mmaction - INFO - Epoch [8][40/1879] lr: 2.853e-02, eta: 4 days, 18:36:38, time: 0.820, data_time: 0.005, memory: 6462, top1_acc: 0.1160, top5_acc: 0.2871, loss_cls: 4.4475, loss: 4.4475, grad_norm: 1.8569 2021-07-07 15:56:03,243 - mmaction - INFO - Epoch [8][60/1879] lr: 2.856e-02, eta: 4 days, 18:35:40, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.1242, top5_acc: 0.2945, loss_cls: 4.4659, loss: 4.4659, grad_norm: 1.8515 2021-07-07 15:56:19,846 - mmaction - INFO - Epoch [8][80/1879] lr: 2.859e-02, eta: 4 days, 18:34:47, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.1391, top5_acc: 0.3234, loss_cls: 4.3839, loss: 4.3839, grad_norm: 1.8632 2021-07-07 15:56:36,398 - mmaction - INFO - Epoch [8][100/1879] lr: 2.862e-02, eta: 4 days, 18:33:50, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.1293, top5_acc: 0.3020, loss_cls: 4.4437, loss: 4.4437, grad_norm: 1.8643 2021-07-07 15:56:53,027 - mmaction - INFO - Epoch [8][120/1879] lr: 2.864e-02, eta: 4 days, 18:32:58, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.1172, top5_acc: 0.2992, loss_cls: 4.4318, loss: 4.4318, grad_norm: 1.9025 2021-07-07 15:57:09,816 - mmaction - INFO - Epoch [8][140/1879] lr: 2.867e-02, eta: 4 days, 18:32:10, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.1254, top5_acc: 0.3016, loss_cls: 4.4223, loss: 4.4223, grad_norm: 1.8799 2021-07-07 15:57:26,568 - mmaction - INFO - Epoch [8][160/1879] lr: 2.870e-02, eta: 4 days, 18:31:22, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.1230, top5_acc: 0.2973, loss_cls: 4.4470, loss: 4.4470, grad_norm: 1.8681 2021-07-07 15:57:43,554 - mmaction - INFO - Epoch [8][180/1879] lr: 2.873e-02, eta: 4 days, 18:30:42, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.1203, top5_acc: 0.3012, loss_cls: 4.4500, loss: 4.4500, grad_norm: 1.8877 2021-07-07 15:58:00,517 - mmaction - INFO - Epoch [8][200/1879] lr: 2.876e-02, eta: 4 days, 18:30:01, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.1289, top5_acc: 0.3047, loss_cls: 4.3956, loss: 4.3956, grad_norm: 1.9081 2021-07-07 15:58:17,385 - mmaction - INFO - Epoch [8][220/1879] lr: 2.878e-02, eta: 4 days, 18:29:16, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.1168, top5_acc: 0.3063, loss_cls: 4.4085, loss: 4.4085, grad_norm: 1.8664 2021-07-07 15:58:34,387 - mmaction - INFO - Epoch [8][240/1879] lr: 2.881e-02, eta: 4 days, 18:28:37, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.1109, top5_acc: 0.2934, loss_cls: 4.4919, loss: 4.4919, grad_norm: 1.8435 2021-07-07 15:58:51,293 - mmaction - INFO - Epoch [8][260/1879] lr: 2.884e-02, eta: 4 days, 18:27:54, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.1141, top5_acc: 0.3004, loss_cls: 4.4349, loss: 4.4349, grad_norm: 1.9021 2021-07-07 15:59:08,428 - mmaction - INFO - Epoch [8][280/1879] lr: 2.887e-02, eta: 4 days, 18:27:20, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.1156, top5_acc: 0.3070, loss_cls: 4.4645, loss: 4.4645, grad_norm: 1.9140 2021-07-07 15:59:25,507 - mmaction - INFO - Epoch [8][300/1879] lr: 2.890e-02, eta: 4 days, 18:26:43, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.1266, top5_acc: 0.3070, loss_cls: 4.4492, loss: 4.4492, grad_norm: 1.9216 2021-07-07 15:59:42,495 - mmaction - INFO - Epoch [8][320/1879] lr: 2.893e-02, eta: 4 days, 18:26:03, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.1262, top5_acc: 0.3125, loss_cls: 4.3686, loss: 4.3686, grad_norm: 1.9147 2021-07-07 15:59:59,800 - mmaction - INFO - Epoch [8][340/1879] lr: 2.895e-02, eta: 4 days, 18:25:34, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.1156, top5_acc: 0.2953, loss_cls: 4.4703, loss: 4.4703, grad_norm: 1.9420 2021-07-07 16:00:16,847 - mmaction - INFO - Epoch [8][360/1879] lr: 2.898e-02, eta: 4 days, 18:24:57, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.1340, top5_acc: 0.3086, loss_cls: 4.3778, loss: 4.3778, grad_norm: 1.8887 2021-07-07 16:00:34,012 - mmaction - INFO - Epoch [8][380/1879] lr: 2.901e-02, eta: 4 days, 18:24:24, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1242, top5_acc: 0.3027, loss_cls: 4.4196, loss: 4.4196, grad_norm: 1.9041 2021-07-07 16:00:51,175 - mmaction - INFO - Epoch [8][400/1879] lr: 2.904e-02, eta: 4 days, 18:23:51, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1316, top5_acc: 0.3238, loss_cls: 4.3469, loss: 4.3469, grad_norm: 1.9204 2021-07-07 16:01:08,219 - mmaction - INFO - Epoch [8][420/1879] lr: 2.907e-02, eta: 4 days, 18:23:12, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.1219, top5_acc: 0.3016, loss_cls: 4.4323, loss: 4.4323, grad_norm: 1.9262 2021-07-07 16:01:25,352 - mmaction - INFO - Epoch [8][440/1879] lr: 2.909e-02, eta: 4 days, 18:22:39, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.1148, top5_acc: 0.3035, loss_cls: 4.4405, loss: 4.4405, grad_norm: 1.8952 2021-07-07 16:01:42,546 - mmaction - INFO - Epoch [8][460/1879] lr: 2.912e-02, eta: 4 days, 18:22:07, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.1313, top5_acc: 0.3160, loss_cls: 4.3912, loss: 4.3912, grad_norm: 1.8853 2021-07-07 16:01:59,776 - mmaction - INFO - Epoch [8][480/1879] lr: 2.915e-02, eta: 4 days, 18:21:33, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1273, top5_acc: 0.3137, loss_cls: 4.3925, loss: 4.3925, grad_norm: 1.9322 2021-07-07 16:02:16,885 - mmaction - INFO - Epoch [8][500/1879] lr: 2.918e-02, eta: 4 days, 18:21:00, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.1281, top5_acc: 0.3137, loss_cls: 4.3602, loss: 4.3602, grad_norm: 1.8587 2021-07-07 16:02:34,147 - mmaction - INFO - Epoch [8][520/1879] lr: 2.921e-02, eta: 4 days, 18:20:30, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.1273, top5_acc: 0.3102, loss_cls: 4.3987, loss: 4.3987, grad_norm: 1.8822 2021-07-07 16:02:51,255 - mmaction - INFO - Epoch [8][540/1879] lr: 2.923e-02, eta: 4 days, 18:19:56, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1090, top5_acc: 0.2840, loss_cls: 4.4892, loss: 4.4892, grad_norm: 1.9152 2021-07-07 16:03:08,462 - mmaction - INFO - Epoch [8][560/1879] lr: 2.926e-02, eta: 4 days, 18:19:24, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1258, top5_acc: 0.3199, loss_cls: 4.4110, loss: 4.4110, grad_norm: 1.9263 2021-07-07 16:03:25,523 - mmaction - INFO - Epoch [8][580/1879] lr: 2.929e-02, eta: 4 days, 18:18:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1191, top5_acc: 0.2891, loss_cls: 4.4766, loss: 4.4766, grad_norm: 1.9133 2021-07-07 16:03:42,626 - mmaction - INFO - Epoch [8][600/1879] lr: 2.932e-02, eta: 4 days, 18:18:13, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.1246, top5_acc: 0.3074, loss_cls: 4.4169, loss: 4.4169, grad_norm: 1.9153 2021-07-07 16:03:59,753 - mmaction - INFO - Epoch [8][620/1879] lr: 2.935e-02, eta: 4 days, 18:17:40, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1270, top5_acc: 0.3059, loss_cls: 4.4351, loss: 4.4351, grad_norm: 1.9407 2021-07-07 16:04:17,018 - mmaction - INFO - Epoch [8][640/1879] lr: 2.938e-02, eta: 4 days, 18:17:10, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.1203, top5_acc: 0.3090, loss_cls: 4.4429, loss: 4.4429, grad_norm: 1.8525 2021-07-07 16:04:34,259 - mmaction - INFO - Epoch [8][660/1879] lr: 2.940e-02, eta: 4 days, 18:16:39, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.1242, top5_acc: 0.2992, loss_cls: 4.4135, loss: 4.4135, grad_norm: 1.9022 2021-07-07 16:04:51,709 - mmaction - INFO - Epoch [8][680/1879] lr: 2.943e-02, eta: 4 days, 18:16:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1238, top5_acc: 0.3137, loss_cls: 4.4110, loss: 4.4110, grad_norm: 1.8885 2021-07-07 16:05:08,825 - mmaction - INFO - Epoch [8][700/1879] lr: 2.946e-02, eta: 4 days, 18:15:42, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1164, top5_acc: 0.3016, loss_cls: 4.4352, loss: 4.4352, grad_norm: 1.8861 2021-07-07 16:05:26,044 - mmaction - INFO - Epoch [8][720/1879] lr: 2.949e-02, eta: 4 days, 18:15:11, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.1195, top5_acc: 0.3066, loss_cls: 4.3972, loss: 4.3972, grad_norm: 1.9316 2021-07-07 16:05:43,058 - mmaction - INFO - Epoch [8][740/1879] lr: 2.952e-02, eta: 4 days, 18:14:33, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.1250, top5_acc: 0.3094, loss_cls: 4.4197, loss: 4.4197, grad_norm: 1.8650 2021-07-07 16:06:00,286 - mmaction - INFO - Epoch [8][760/1879] lr: 2.954e-02, eta: 4 days, 18:14:02, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.1137, top5_acc: 0.3039, loss_cls: 4.4140, loss: 4.4140, grad_norm: 1.8740 2021-07-07 16:06:17,411 - mmaction - INFO - Epoch [8][780/1879] lr: 2.957e-02, eta: 4 days, 18:13:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1344, top5_acc: 0.3082, loss_cls: 4.3910, loss: 4.3910, grad_norm: 1.9024 2021-07-07 16:06:34,437 - mmaction - INFO - Epoch [8][800/1879] lr: 2.960e-02, eta: 4 days, 18:12:53, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.1246, top5_acc: 0.3063, loss_cls: 4.4132, loss: 4.4132, grad_norm: 1.8809 2021-07-07 16:06:51,622 - mmaction - INFO - Epoch [8][820/1879] lr: 2.963e-02, eta: 4 days, 18:12:21, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1187, top5_acc: 0.3172, loss_cls: 4.3919, loss: 4.3919, grad_norm: 1.9205 2021-07-07 16:07:08,715 - mmaction - INFO - Epoch [8][840/1879] lr: 2.966e-02, eta: 4 days, 18:11:46, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.1270, top5_acc: 0.3266, loss_cls: 4.3469, loss: 4.3469, grad_norm: 1.9092 2021-07-07 16:07:25,921 - mmaction - INFO - Epoch [8][860/1879] lr: 2.968e-02, eta: 4 days, 18:11:14, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.1187, top5_acc: 0.2980, loss_cls: 4.4212, loss: 4.4212, grad_norm: 1.9179 2021-07-07 16:07:43,111 - mmaction - INFO - Epoch [8][880/1879] lr: 2.971e-02, eta: 4 days, 18:10:43, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1301, top5_acc: 0.3168, loss_cls: 4.3482, loss: 4.3482, grad_norm: 1.8877 2021-07-07 16:08:00,249 - mmaction - INFO - Epoch [8][900/1879] lr: 2.974e-02, eta: 4 days, 18:10:10, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.1191, top5_acc: 0.3012, loss_cls: 4.4353, loss: 4.4353, grad_norm: 1.8969 2021-07-07 16:08:17,595 - mmaction - INFO - Epoch [8][920/1879] lr: 2.977e-02, eta: 4 days, 18:09:44, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.1320, top5_acc: 0.3090, loss_cls: 4.3762, loss: 4.3762, grad_norm: 1.9162 2021-07-07 16:08:34,715 - mmaction - INFO - Epoch [8][940/1879] lr: 2.980e-02, eta: 4 days, 18:09:09, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.1395, top5_acc: 0.3305, loss_cls: 4.3369, loss: 4.3369, grad_norm: 1.9179 2021-07-07 16:08:51,852 - mmaction - INFO - Epoch [8][960/1879] lr: 2.983e-02, eta: 4 days, 18:08:38, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1414, top5_acc: 0.3344, loss_cls: 4.3267, loss: 4.3267, grad_norm: 1.8702 2021-07-07 16:09:09,010 - mmaction - INFO - Epoch [8][980/1879] lr: 2.985e-02, eta: 4 days, 18:08:05, time: 0.857, data_time: 0.008, memory: 6462, top1_acc: 0.1250, top5_acc: 0.3176, loss_cls: 4.3443, loss: 4.3443, grad_norm: 1.9143 2021-07-07 16:09:26,111 - mmaction - INFO - Epoch [8][1000/1879] lr: 2.988e-02, eta: 4 days, 18:07:32, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1297, top5_acc: 0.3094, loss_cls: 4.3981, loss: 4.3981, grad_norm: 1.9316 2021-07-07 16:09:43,291 - mmaction - INFO - Epoch [8][1020/1879] lr: 2.991e-02, eta: 4 days, 18:07:00, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.1234, top5_acc: 0.3121, loss_cls: 4.4003, loss: 4.4003, grad_norm: 1.9061 2021-07-07 16:10:00,607 - mmaction - INFO - Epoch [8][1040/1879] lr: 2.994e-02, eta: 4 days, 18:06:33, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.1258, top5_acc: 0.3141, loss_cls: 4.4039, loss: 4.4039, grad_norm: 1.9338 2021-07-07 16:10:17,932 - mmaction - INFO - Epoch [8][1060/1879] lr: 2.997e-02, eta: 4 days, 18:06:07, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.1293, top5_acc: 0.3051, loss_cls: 4.4200, loss: 4.4200, grad_norm: 1.9044 2021-07-07 16:10:35,161 - mmaction - INFO - Epoch [8][1080/1879] lr: 2.999e-02, eta: 4 days, 18:05:36, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.1270, top5_acc: 0.3191, loss_cls: 4.3320, loss: 4.3320, grad_norm: 1.8813 2021-07-07 16:10:52,355 - mmaction - INFO - Epoch [8][1100/1879] lr: 3.002e-02, eta: 4 days, 18:05:05, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1301, top5_acc: 0.3164, loss_cls: 4.3669, loss: 4.3669, grad_norm: 1.9475 2021-07-07 16:11:09,608 - mmaction - INFO - Epoch [8][1120/1879] lr: 3.005e-02, eta: 4 days, 18:04:37, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.1242, top5_acc: 0.3090, loss_cls: 4.3900, loss: 4.3900, grad_norm: 1.8776 2021-07-07 16:11:26,936 - mmaction - INFO - Epoch [8][1140/1879] lr: 3.008e-02, eta: 4 days, 18:04:11, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.1324, top5_acc: 0.3262, loss_cls: 4.3240, loss: 4.3240, grad_norm: 1.9368 2021-07-07 16:11:44,157 - mmaction - INFO - Epoch [8][1160/1879] lr: 3.011e-02, eta: 4 days, 18:03:41, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.1340, top5_acc: 0.3168, loss_cls: 4.3665, loss: 4.3665, grad_norm: 1.9653 2021-07-07 16:12:01,563 - mmaction - INFO - Epoch [8][1180/1879] lr: 3.013e-02, eta: 4 days, 18:03:14, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.1320, top5_acc: 0.3176, loss_cls: 4.3678, loss: 4.3678, grad_norm: 1.9090 2021-07-07 16:12:18,740 - mmaction - INFO - Epoch [8][1200/1879] lr: 3.016e-02, eta: 4 days, 18:02:45, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.1172, top5_acc: 0.3105, loss_cls: 4.3862, loss: 4.3862, grad_norm: 1.8781 2021-07-07 16:12:35,976 - mmaction - INFO - Epoch [8][1220/1879] lr: 3.019e-02, eta: 4 days, 18:02:16, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.1336, top5_acc: 0.3074, loss_cls: 4.3733, loss: 4.3733, grad_norm: 1.8684 2021-07-07 16:12:53,168 - mmaction - INFO - Epoch [8][1240/1879] lr: 3.022e-02, eta: 4 days, 18:01:45, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.1273, top5_acc: 0.3246, loss_cls: 4.3592, loss: 4.3592, grad_norm: 1.9315 2021-07-07 16:13:10,461 - mmaction - INFO - Epoch [8][1260/1879] lr: 3.025e-02, eta: 4 days, 18:01:18, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.1297, top5_acc: 0.3117, loss_cls: 4.3893, loss: 4.3893, grad_norm: 1.8980 2021-07-07 16:13:27,666 - mmaction - INFO - Epoch [8][1280/1879] lr: 3.028e-02, eta: 4 days, 18:00:48, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.1297, top5_acc: 0.3117, loss_cls: 4.3671, loss: 4.3671, grad_norm: 1.9087 2021-07-07 16:13:45,049 - mmaction - INFO - Epoch [8][1300/1879] lr: 3.030e-02, eta: 4 days, 18:00:23, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.1207, top5_acc: 0.3066, loss_cls: 4.3829, loss: 4.3829, grad_norm: 1.8845 2021-07-07 16:14:02,120 - mmaction - INFO - Epoch [8][1320/1879] lr: 3.033e-02, eta: 4 days, 17:59:49, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1246, top5_acc: 0.3180, loss_cls: 4.3375, loss: 4.3375, grad_norm: 1.8780 2021-07-07 16:14:19,352 - mmaction - INFO - Epoch [8][1340/1879] lr: 3.036e-02, eta: 4 days, 17:59:18, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.1234, top5_acc: 0.3133, loss_cls: 4.3722, loss: 4.3722, grad_norm: 1.8953 2021-07-07 16:14:36,459 - mmaction - INFO - Epoch [8][1360/1879] lr: 3.039e-02, eta: 4 days, 17:58:48, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.1223, top5_acc: 0.3129, loss_cls: 4.3735, loss: 4.3735, grad_norm: 1.9541 2021-07-07 16:14:53,744 - mmaction - INFO - Epoch [8][1380/1879] lr: 3.042e-02, eta: 4 days, 17:58:20, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.1293, top5_acc: 0.3293, loss_cls: 4.3550, loss: 4.3550, grad_norm: 1.9008 2021-07-07 16:15:10,997 - mmaction - INFO - Epoch [8][1400/1879] lr: 3.044e-02, eta: 4 days, 17:57:51, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.1352, top5_acc: 0.3305, loss_cls: 4.3590, loss: 4.3590, grad_norm: 1.8998 2021-07-07 16:15:28,092 - mmaction - INFO - Epoch [8][1420/1879] lr: 3.047e-02, eta: 4 days, 17:57:18, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1402, top5_acc: 0.3336, loss_cls: 4.2887, loss: 4.2887, grad_norm: 1.9067 2021-07-07 16:15:45,322 - mmaction - INFO - Epoch [8][1440/1879] lr: 3.050e-02, eta: 4 days, 17:56:47, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1277, top5_acc: 0.3223, loss_cls: 4.3392, loss: 4.3392, grad_norm: 1.9354 2021-07-07 16:16:02,449 - mmaction - INFO - Epoch [8][1460/1879] lr: 3.053e-02, eta: 4 days, 17:56:16, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1422, top5_acc: 0.3383, loss_cls: 4.3267, loss: 4.3267, grad_norm: 1.9517 2021-07-07 16:16:19,714 - mmaction - INFO - Epoch [8][1480/1879] lr: 3.056e-02, eta: 4 days, 17:55:48, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.1332, top5_acc: 0.3227, loss_cls: 4.3631, loss: 4.3631, grad_norm: 1.9363 2021-07-07 16:16:36,951 - mmaction - INFO - Epoch [8][1500/1879] lr: 3.058e-02, eta: 4 days, 17:55:20, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.1223, top5_acc: 0.3051, loss_cls: 4.3880, loss: 4.3880, grad_norm: 1.8900 2021-07-07 16:16:54,025 - mmaction - INFO - Epoch [8][1520/1879] lr: 3.061e-02, eta: 4 days, 17:54:45, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1457, top5_acc: 0.3160, loss_cls: 4.3252, loss: 4.3252, grad_norm: 1.8730 2021-07-07 16:17:11,060 - mmaction - INFO - Epoch [8][1540/1879] lr: 3.064e-02, eta: 4 days, 17:54:11, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1402, top5_acc: 0.3234, loss_cls: 4.3569, loss: 4.3569, grad_norm: 1.9319 2021-07-07 16:17:28,403 - mmaction - INFO - Epoch [8][1560/1879] lr: 3.067e-02, eta: 4 days, 17:53:45, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.1313, top5_acc: 0.3348, loss_cls: 4.3004, loss: 4.3004, grad_norm: 1.8992 2021-07-07 16:17:45,530 - mmaction - INFO - Epoch [8][1580/1879] lr: 3.070e-02, eta: 4 days, 17:53:14, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1316, top5_acc: 0.3094, loss_cls: 4.3252, loss: 4.3252, grad_norm: 1.9185 2021-07-07 16:18:02,822 - mmaction - INFO - Epoch [8][1600/1879] lr: 3.073e-02, eta: 4 days, 17:52:45, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1516, top5_acc: 0.3406, loss_cls: 4.2681, loss: 4.2681, grad_norm: 1.9168 2021-07-07 16:18:19,880 - mmaction - INFO - Epoch [8][1620/1879] lr: 3.075e-02, eta: 4 days, 17:52:11, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.1316, top5_acc: 0.3215, loss_cls: 4.3738, loss: 4.3738, grad_norm: 1.8926 2021-07-07 16:18:37,074 - mmaction - INFO - Epoch [8][1640/1879] lr: 3.078e-02, eta: 4 days, 17:51:41, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.1254, top5_acc: 0.3246, loss_cls: 4.3642, loss: 4.3642, grad_norm: 1.9226 2021-07-07 16:18:54,052 - mmaction - INFO - Epoch [8][1660/1879] lr: 3.081e-02, eta: 4 days, 17:51:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.1359, top5_acc: 0.3246, loss_cls: 4.3106, loss: 4.3106, grad_norm: 1.8968 2021-07-07 16:19:11,167 - mmaction - INFO - Epoch [8][1680/1879] lr: 3.084e-02, eta: 4 days, 17:50:33, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.1313, top5_acc: 0.3227, loss_cls: 4.3167, loss: 4.3167, grad_norm: 1.9330 2021-07-07 16:19:28,570 - mmaction - INFO - Epoch [8][1700/1879] lr: 3.087e-02, eta: 4 days, 17:50:08, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.1289, top5_acc: 0.3273, loss_cls: 4.3375, loss: 4.3375, grad_norm: 1.9153 2021-07-07 16:19:45,586 - mmaction - INFO - Epoch [8][1720/1879] lr: 3.089e-02, eta: 4 days, 17:49:34, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.1301, top5_acc: 0.3293, loss_cls: 4.3092, loss: 4.3092, grad_norm: 1.8937 2021-07-07 16:20:02,805 - mmaction - INFO - Epoch [8][1740/1879] lr: 3.092e-02, eta: 4 days, 17:49:06, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.1355, top5_acc: 0.3398, loss_cls: 4.2915, loss: 4.2915, grad_norm: 1.9628 2021-07-07 16:20:19,864 - mmaction - INFO - Epoch [8][1760/1879] lr: 3.095e-02, eta: 4 days, 17:48:32, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.1320, top5_acc: 0.3301, loss_cls: 4.2796, loss: 4.2796, grad_norm: 1.9355 2021-07-07 16:20:36,951 - mmaction - INFO - Epoch [8][1780/1879] lr: 3.098e-02, eta: 4 days, 17:47:59, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.1324, top5_acc: 0.3277, loss_cls: 4.2969, loss: 4.2969, grad_norm: 1.9641 2021-07-07 16:20:53,983 - mmaction - INFO - Epoch [8][1800/1879] lr: 3.101e-02, eta: 4 days, 17:47:24, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1293, top5_acc: 0.3203, loss_cls: 4.3581, loss: 4.3581, grad_norm: 1.9631 2021-07-07 16:21:11,133 - mmaction - INFO - Epoch [8][1820/1879] lr: 3.103e-02, eta: 4 days, 17:46:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1320, top5_acc: 0.3328, loss_cls: 4.3287, loss: 4.3287, grad_norm: 1.8997 2021-07-07 16:21:28,261 - mmaction - INFO - Epoch [8][1840/1879] lr: 3.106e-02, eta: 4 days, 17:46:21, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1344, top5_acc: 0.3262, loss_cls: 4.2812, loss: 4.2812, grad_norm: 1.9422 2021-07-07 16:21:45,396 - mmaction - INFO - Epoch [8][1860/1879] lr: 3.109e-02, eta: 4 days, 17:45:49, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.1340, top5_acc: 0.3406, loss_cls: 4.2744, loss: 4.2744, grad_norm: 1.9172 2021-07-07 16:22:09,886 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 16:22:09,890 - mmaction - INFO - 106 BN found 2021-07-07 16:26:58,578 - mmaction - INFO - BN stats updated 2021-07-07 16:27:00,592 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-07-07 16:29:29,936 - mmaction - INFO - Epoch [9][20/1879] lr: 3.113e-02, eta: 4 days, 18:44:19, time: 7.438, data_time: 6.382, memory: 6462, top1_acc: 0.1199, top5_acc: 0.3160, loss_cls: 4.3566, loss: 4.3566, grad_norm: 1.8964 2021-07-07 16:29:46,501 - mmaction - INFO - Epoch [9][40/1879] lr: 3.116e-02, eta: 4 days, 18:43:28, time: 0.832, data_time: 0.007, memory: 6462, top1_acc: 0.1332, top5_acc: 0.3273, loss_cls: 4.3533, loss: 4.3533, grad_norm: 1.9088 2021-07-07 16:30:03,091 - mmaction - INFO - Epoch [9][60/1879] lr: 3.118e-02, eta: 4 days, 18:42:34, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.1426, top5_acc: 0.3457, loss_cls: 4.2860, loss: 4.2860, grad_norm: 1.8712 2021-07-07 16:30:19,610 - mmaction - INFO - Epoch [9][80/1879] lr: 3.121e-02, eta: 4 days, 18:41:40, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.1457, top5_acc: 0.3461, loss_cls: 4.3221, loss: 4.3221, grad_norm: 1.9620 2021-07-07 16:30:36,460 - mmaction - INFO - Epoch [9][100/1879] lr: 3.124e-02, eta: 4 days, 18:40:54, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.1344, top5_acc: 0.3328, loss_cls: 4.3002, loss: 4.3002, grad_norm: 1.9358 2021-07-07 16:30:53,221 - mmaction - INFO - Epoch [9][120/1879] lr: 3.127e-02, eta: 4 days, 18:40:09, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.1313, top5_acc: 0.3336, loss_cls: 4.2631, loss: 4.2631, grad_norm: 1.8782 2021-07-07 16:31:10,100 - mmaction - INFO - Epoch [9][140/1879] lr: 3.130e-02, eta: 4 days, 18:39:24, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.1410, top5_acc: 0.3445, loss_cls: 4.2652, loss: 4.2652, grad_norm: 1.9551 2021-07-07 16:31:27,053 - mmaction - INFO - Epoch [9][160/1879] lr: 3.132e-02, eta: 4 days, 18:38:42, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.1379, top5_acc: 0.3258, loss_cls: 4.2545, loss: 4.2545, grad_norm: 1.9160 2021-07-07 16:31:44,019 - mmaction - INFO - Epoch [9][180/1879] lr: 3.135e-02, eta: 4 days, 18:38:01, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.1340, top5_acc: 0.3121, loss_cls: 4.3434, loss: 4.3434, grad_norm: 1.9506 2021-07-07 16:32:00,849 - mmaction - INFO - Epoch [9][200/1879] lr: 3.138e-02, eta: 4 days, 18:37:17, time: 0.843, data_time: 0.006, memory: 6462, top1_acc: 0.1277, top5_acc: 0.3336, loss_cls: 4.3323, loss: 4.3323, grad_norm: 1.9159 2021-07-07 16:32:17,882 - mmaction - INFO - Epoch [9][220/1879] lr: 3.141e-02, eta: 4 days, 18:36:38, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.1367, top5_acc: 0.3473, loss_cls: 4.2371, loss: 4.2371, grad_norm: 1.9368 2021-07-07 16:32:34,957 - mmaction - INFO - Epoch [9][240/1879] lr: 3.144e-02, eta: 4 days, 18:35:59, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.1406, top5_acc: 0.3328, loss_cls: 4.2859, loss: 4.2859, grad_norm: 1.9660 2021-07-07 16:32:51,999 - mmaction - INFO - Epoch [9][260/1879] lr: 3.147e-02, eta: 4 days, 18:35:23, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.1367, top5_acc: 0.3434, loss_cls: 4.2396, loss: 4.2396, grad_norm: 1.9187 2021-07-07 16:33:09,108 - mmaction - INFO - Epoch [9][280/1879] lr: 3.149e-02, eta: 4 days, 18:34:47, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1395, top5_acc: 0.3363, loss_cls: 4.2731, loss: 4.2731, grad_norm: 1.9879 2021-07-07 16:33:26,229 - mmaction - INFO - Epoch [9][300/1879] lr: 3.152e-02, eta: 4 days, 18:34:10, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.1383, top5_acc: 0.3492, loss_cls: 4.2417, loss: 4.2417, grad_norm: 1.9445 2021-07-07 16:33:43,079 - mmaction - INFO - Epoch [9][320/1879] lr: 3.155e-02, eta: 4 days, 18:33:28, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.1324, top5_acc: 0.3348, loss_cls: 4.2886, loss: 4.2886, grad_norm: 1.9547 2021-07-07 16:34:00,250 - mmaction - INFO - Epoch [9][340/1879] lr: 3.158e-02, eta: 4 days, 18:32:53, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.1277, top5_acc: 0.3211, loss_cls: 4.3228, loss: 4.3228, grad_norm: 1.9354 2021-07-07 16:34:17,380 - mmaction - INFO - Epoch [9][360/1879] lr: 3.161e-02, eta: 4 days, 18:32:18, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.1430, top5_acc: 0.3527, loss_cls: 4.2577, loss: 4.2577, grad_norm: 1.9436 2021-07-07 16:34:34,441 - mmaction - INFO - Epoch [9][380/1879] lr: 3.163e-02, eta: 4 days, 18:31:40, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.1336, top5_acc: 0.3344, loss_cls: 4.2776, loss: 4.2776, grad_norm: 1.9794 2021-07-07 16:34:51,713 - mmaction - INFO - Epoch [9][400/1879] lr: 3.166e-02, eta: 4 days, 18:31:09, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.1395, top5_acc: 0.3270, loss_cls: 4.2909, loss: 4.2909, grad_norm: 1.9360 2021-07-07 16:35:08,809 - mmaction - INFO - Epoch [9][420/1879] lr: 3.169e-02, eta: 4 days, 18:30:33, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.1492, top5_acc: 0.3422, loss_cls: 4.2578, loss: 4.2578, grad_norm: 1.9249 2021-07-07 16:35:25,826 - mmaction - INFO - Epoch [9][440/1879] lr: 3.172e-02, eta: 4 days, 18:29:55, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3320, loss_cls: 4.2773, loss: 4.2773, grad_norm: 1.9338 2021-07-07 16:35:42,801 - mmaction - INFO - Epoch [9][460/1879] lr: 3.175e-02, eta: 4 days, 18:29:15, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3395, loss_cls: 4.2526, loss: 4.2526, grad_norm: 1.9610 2021-07-07 16:35:59,996 - mmaction - INFO - Epoch [9][480/1879] lr: 3.177e-02, eta: 4 days, 18:28:41, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1430, top5_acc: 0.3422, loss_cls: 4.2409, loss: 4.2409, grad_norm: 1.9233 2021-07-07 16:36:17,034 - mmaction - INFO - Epoch [9][500/1879] lr: 3.180e-02, eta: 4 days, 18:28:04, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1496, top5_acc: 0.3422, loss_cls: 4.2409, loss: 4.2409, grad_norm: 1.9022 2021-07-07 16:36:34,231 - mmaction - INFO - Epoch [9][520/1879] lr: 3.183e-02, eta: 4 days, 18:27:31, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.1406, top5_acc: 0.3555, loss_cls: 4.2113, loss: 4.2113, grad_norm: 1.9747 2021-07-07 16:36:51,306 - mmaction - INFO - Epoch [9][540/1879] lr: 3.186e-02, eta: 4 days, 18:26:54, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.1434, top5_acc: 0.3363, loss_cls: 4.3074, loss: 4.3074, grad_norm: 2.0028 2021-07-07 16:37:08,362 - mmaction - INFO - Epoch [9][560/1879] lr: 3.189e-02, eta: 4 days, 18:26:17, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.1480, top5_acc: 0.3535, loss_cls: 4.2046, loss: 4.2046, grad_norm: 1.9764 2021-07-07 16:37:25,345 - mmaction - INFO - Epoch [9][580/1879] lr: 3.192e-02, eta: 4 days, 18:25:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1320, top5_acc: 0.3297, loss_cls: 4.2677, loss: 4.2677, grad_norm: 1.9355 2021-07-07 16:37:42,594 - mmaction - INFO - Epoch [9][600/1879] lr: 3.194e-02, eta: 4 days, 18:25:06, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1375, top5_acc: 0.3398, loss_cls: 4.2718, loss: 4.2718, grad_norm: 1.9503 2021-07-07 16:37:59,801 - mmaction - INFO - Epoch [9][620/1879] lr: 3.197e-02, eta: 4 days, 18:24:35, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.1449, top5_acc: 0.3348, loss_cls: 4.3044, loss: 4.3044, grad_norm: 1.9407 2021-07-07 16:38:16,954 - mmaction - INFO - Epoch [9][640/1879] lr: 3.200e-02, eta: 4 days, 18:24:01, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1371, top5_acc: 0.3297, loss_cls: 4.3039, loss: 4.3039, grad_norm: 1.9531 2021-07-07 16:38:34,142 - mmaction - INFO - Epoch [9][660/1879] lr: 3.203e-02, eta: 4 days, 18:23:27, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1418, top5_acc: 0.3367, loss_cls: 4.2726, loss: 4.2726, grad_norm: 1.9634 2021-07-07 16:38:51,208 - mmaction - INFO - Epoch [9][680/1879] lr: 3.206e-02, eta: 4 days, 18:22:52, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1391, top5_acc: 0.3387, loss_cls: 4.2847, loss: 4.2847, grad_norm: 1.9488 2021-07-07 16:39:08,419 - mmaction - INFO - Epoch [9][700/1879] lr: 3.208e-02, eta: 4 days, 18:22:19, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.1484, top5_acc: 0.3645, loss_cls: 4.2495, loss: 4.2495, grad_norm: 1.9580 2021-07-07 16:39:25,513 - mmaction - INFO - Epoch [9][720/1879] lr: 3.211e-02, eta: 4 days, 18:21:43, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1555, top5_acc: 0.3586, loss_cls: 4.2408, loss: 4.2408, grad_norm: 1.9550 2021-07-07 16:39:42,610 - mmaction - INFO - Epoch [9][740/1879] lr: 3.214e-02, eta: 4 days, 18:21:07, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1383, top5_acc: 0.3332, loss_cls: 4.3181, loss: 4.3181, grad_norm: 1.9247 2021-07-07 16:39:59,871 - mmaction - INFO - Epoch [9][760/1879] lr: 3.217e-02, eta: 4 days, 18:20:39, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.1418, top5_acc: 0.3488, loss_cls: 4.2185, loss: 4.2185, grad_norm: 1.9391 2021-07-07 16:40:16,925 - mmaction - INFO - Epoch [9][780/1879] lr: 3.220e-02, eta: 4 days, 18:20:02, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.1398, top5_acc: 0.3438, loss_cls: 4.2865, loss: 4.2865, grad_norm: 1.9171 2021-07-07 16:40:34,172 - mmaction - INFO - Epoch [9][800/1879] lr: 3.222e-02, eta: 4 days, 18:19:31, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3430, loss_cls: 4.2091, loss: 4.2091, grad_norm: 1.8828 2021-07-07 16:40:51,504 - mmaction - INFO - Epoch [9][820/1879] lr: 3.225e-02, eta: 4 days, 18:19:02, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.1500, top5_acc: 0.3410, loss_cls: 4.2316, loss: 4.2316, grad_norm: 1.9550 2021-07-07 16:41:08,524 - mmaction - INFO - Epoch [9][840/1879] lr: 3.228e-02, eta: 4 days, 18:18:25, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.1559, top5_acc: 0.3441, loss_cls: 4.2085, loss: 4.2085, grad_norm: 1.9458 2021-07-07 16:41:25,599 - mmaction - INFO - Epoch [9][860/1879] lr: 3.231e-02, eta: 4 days, 18:17:50, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1512, top5_acc: 0.3441, loss_cls: 4.2218, loss: 4.2218, grad_norm: 1.9245 2021-07-07 16:41:42,543 - mmaction - INFO - Epoch [9][880/1879] lr: 3.234e-02, eta: 4 days, 18:17:09, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.1520, top5_acc: 0.3520, loss_cls: 4.2285, loss: 4.2285, grad_norm: 1.9275 2021-07-07 16:41:59,592 - mmaction - INFO - Epoch [9][900/1879] lr: 3.236e-02, eta: 4 days, 18:16:34, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.1492, top5_acc: 0.3590, loss_cls: 4.2099, loss: 4.2099, grad_norm: 1.8886 2021-07-07 16:42:16,929 - mmaction - INFO - Epoch [9][920/1879] lr: 3.239e-02, eta: 4 days, 18:16:03, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.1418, top5_acc: 0.3395, loss_cls: 4.2078, loss: 4.2078, grad_norm: 1.9368 2021-07-07 16:42:33,803 - mmaction - INFO - Epoch [9][940/1879] lr: 3.242e-02, eta: 4 days, 18:15:23, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.1492, top5_acc: 0.3500, loss_cls: 4.2238, loss: 4.2238, grad_norm: 1.9368 2021-07-07 16:42:50,910 - mmaction - INFO - Epoch [9][960/1879] lr: 3.245e-02, eta: 4 days, 18:14:47, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3473, loss_cls: 4.2005, loss: 4.2005, grad_norm: 1.9539 2021-07-07 16:43:08,083 - mmaction - INFO - Epoch [9][980/1879] lr: 3.248e-02, eta: 4 days, 18:14:16, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.1473, top5_acc: 0.3461, loss_cls: 4.2081, loss: 4.2081, grad_norm: 1.9620 2021-07-07 16:43:25,135 - mmaction - INFO - Epoch [9][1000/1879] lr: 3.251e-02, eta: 4 days, 18:13:40, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.1492, top5_acc: 0.3332, loss_cls: 4.2488, loss: 4.2488, grad_norm: 1.9410 2021-07-07 16:43:42,238 - mmaction - INFO - Epoch [9][1020/1879] lr: 3.253e-02, eta: 4 days, 18:13:04, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1355, top5_acc: 0.3430, loss_cls: 4.2721, loss: 4.2721, grad_norm: 1.9877 2021-07-07 16:43:59,312 - mmaction - INFO - Epoch [9][1040/1879] lr: 3.256e-02, eta: 4 days, 18:12:30, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.1559, top5_acc: 0.3426, loss_cls: 4.2036, loss: 4.2036, grad_norm: 1.9220 2021-07-07 16:44:16,624 - mmaction - INFO - Epoch [9][1060/1879] lr: 3.259e-02, eta: 4 days, 18:12:01, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.1527, top5_acc: 0.3523, loss_cls: 4.1849, loss: 4.1849, grad_norm: 2.0117 2021-07-07 16:44:33,776 - mmaction - INFO - Epoch [9][1080/1879] lr: 3.262e-02, eta: 4 days, 18:11:29, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.1410, top5_acc: 0.3418, loss_cls: 4.2767, loss: 4.2767, grad_norm: 1.9653 2021-07-07 16:44:50,923 - mmaction - INFO - Epoch [9][1100/1879] lr: 3.265e-02, eta: 4 days, 18:10:55, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1387, top5_acc: 0.3406, loss_cls: 4.2742, loss: 4.2742, grad_norm: 1.9524 2021-07-07 16:45:08,106 - mmaction - INFO - Epoch [9][1120/1879] lr: 3.267e-02, eta: 4 days, 18:10:23, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3527, loss_cls: 4.1998, loss: 4.1998, grad_norm: 1.9184 2021-07-07 16:45:25,292 - mmaction - INFO - Epoch [9][1140/1879] lr: 3.270e-02, eta: 4 days, 18:09:50, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.1414, top5_acc: 0.3520, loss_cls: 4.2293, loss: 4.2293, grad_norm: 1.9455 2021-07-07 16:45:42,389 - mmaction - INFO - Epoch [9][1160/1879] lr: 3.273e-02, eta: 4 days, 18:09:16, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3590, loss_cls: 4.1772, loss: 4.1772, grad_norm: 1.9955 2021-07-07 16:45:59,625 - mmaction - INFO - Epoch [9][1180/1879] lr: 3.276e-02, eta: 4 days, 18:08:45, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3453, loss_cls: 4.2232, loss: 4.2232, grad_norm: 2.0255 2021-07-07 16:46:16,808 - mmaction - INFO - Epoch [9][1200/1879] lr: 3.279e-02, eta: 4 days, 18:08:14, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.1445, top5_acc: 0.3258, loss_cls: 4.2746, loss: 4.2746, grad_norm: 1.9802 2021-07-07 16:46:33,904 - mmaction - INFO - Epoch [9][1220/1879] lr: 3.281e-02, eta: 4 days, 18:07:40, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1430, top5_acc: 0.3430, loss_cls: 4.2572, loss: 4.2572, grad_norm: 1.9423 2021-07-07 16:46:50,921 - mmaction - INFO - Epoch [9][1240/1879] lr: 3.284e-02, eta: 4 days, 18:07:02, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.1488, top5_acc: 0.3492, loss_cls: 4.2128, loss: 4.2128, grad_norm: 1.9822 2021-07-07 16:47:07,935 - mmaction - INFO - Epoch [9][1260/1879] lr: 3.287e-02, eta: 4 days, 18:06:27, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.1430, top5_acc: 0.3441, loss_cls: 4.2501, loss: 4.2501, grad_norm: 1.9909 2021-07-07 16:47:25,007 - mmaction - INFO - Epoch [9][1280/1879] lr: 3.290e-02, eta: 4 days, 18:05:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.1469, top5_acc: 0.3410, loss_cls: 4.2220, loss: 4.2220, grad_norm: 1.9305 2021-07-07 16:47:42,008 - mmaction - INFO - Epoch [9][1300/1879] lr: 3.293e-02, eta: 4 days, 18:05:15, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.1527, top5_acc: 0.3570, loss_cls: 4.1852, loss: 4.1852, grad_norm: 1.9418 2021-07-07 16:47:58,981 - mmaction - INFO - Epoch [9][1320/1879] lr: 3.296e-02, eta: 4 days, 18:04:37, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.1332, top5_acc: 0.3492, loss_cls: 4.2172, loss: 4.2172, grad_norm: 1.9754 2021-07-07 16:48:16,100 - mmaction - INFO - Epoch [9][1340/1879] lr: 3.298e-02, eta: 4 days, 18:04:04, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1473, top5_acc: 0.3574, loss_cls: 4.1602, loss: 4.1602, grad_norm: 1.9281 2021-07-07 16:48:33,199 - mmaction - INFO - Epoch [9][1360/1879] lr: 3.301e-02, eta: 4 days, 18:03:29, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.1582, top5_acc: 0.3641, loss_cls: 4.1641, loss: 4.1641, grad_norm: 1.8964 2021-07-07 16:48:50,163 - mmaction - INFO - Epoch [9][1380/1879] lr: 3.304e-02, eta: 4 days, 18:02:51, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.1414, top5_acc: 0.3629, loss_cls: 4.2113, loss: 4.2113, grad_norm: 1.9350 2021-07-07 16:49:07,328 - mmaction - INFO - Epoch [9][1400/1879] lr: 3.307e-02, eta: 4 days, 18:02:20, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1426, top5_acc: 0.3441, loss_cls: 4.2275, loss: 4.2275, grad_norm: 1.9849 2021-07-07 16:49:24,514 - mmaction - INFO - Epoch [9][1420/1879] lr: 3.310e-02, eta: 4 days, 18:01:48, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.1684, top5_acc: 0.3723, loss_cls: 4.1827, loss: 4.1827, grad_norm: 2.0089 2021-07-07 16:49:41,676 - mmaction - INFO - Epoch [9][1440/1879] lr: 3.312e-02, eta: 4 days, 18:01:16, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1504, top5_acc: 0.3688, loss_cls: 4.2071, loss: 4.2071, grad_norm: 1.9438 2021-07-07 16:49:58,866 - mmaction - INFO - Epoch [9][1460/1879] lr: 3.315e-02, eta: 4 days, 18:00:45, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.1441, top5_acc: 0.3363, loss_cls: 4.2779, loss: 4.2779, grad_norm: 1.9760 2021-07-07 16:50:16,017 - mmaction - INFO - Epoch [9][1480/1879] lr: 3.318e-02, eta: 4 days, 18:00:12, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1539, top5_acc: 0.3367, loss_cls: 4.2380, loss: 4.2380, grad_norm: 1.9632 2021-07-07 16:50:33,150 - mmaction - INFO - Epoch [9][1500/1879] lr: 3.321e-02, eta: 4 days, 17:59:40, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.1543, top5_acc: 0.3609, loss_cls: 4.1706, loss: 4.1706, grad_norm: 1.9564 2021-07-07 16:50:50,334 - mmaction - INFO - Epoch [9][1520/1879] lr: 3.324e-02, eta: 4 days, 17:59:09, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1551, top5_acc: 0.3348, loss_cls: 4.2105, loss: 4.2105, grad_norm: 1.9647 2021-07-07 16:51:07,548 - mmaction - INFO - Epoch [9][1540/1879] lr: 3.326e-02, eta: 4 days, 17:58:38, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.1480, top5_acc: 0.3609, loss_cls: 4.1824, loss: 4.1824, grad_norm: 2.0084 2021-07-07 16:51:24,724 - mmaction - INFO - Epoch [9][1560/1879] lr: 3.329e-02, eta: 4 days, 17:58:06, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1539, top5_acc: 0.3527, loss_cls: 4.2013, loss: 4.2013, grad_norm: 1.9550 2021-07-07 16:51:41,843 - mmaction - INFO - Epoch [9][1580/1879] lr: 3.332e-02, eta: 4 days, 17:57:33, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1457, top5_acc: 0.3629, loss_cls: 4.2175, loss: 4.2175, grad_norm: 2.0032 2021-07-07 16:51:59,123 - mmaction - INFO - Epoch [9][1600/1879] lr: 3.335e-02, eta: 4 days, 17:57:05, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.1582, top5_acc: 0.3598, loss_cls: 4.1562, loss: 4.1562, grad_norm: 1.9629 2021-07-07 16:52:16,308 - mmaction - INFO - Epoch [9][1620/1879] lr: 3.338e-02, eta: 4 days, 17:56:33, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.1461, top5_acc: 0.3492, loss_cls: 4.1854, loss: 4.1854, grad_norm: 1.9413 2021-07-07 16:52:33,501 - mmaction - INFO - Epoch [9][1640/1879] lr: 3.340e-02, eta: 4 days, 17:56:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1484, top5_acc: 0.3590, loss_cls: 4.2055, loss: 4.2055, grad_norm: 1.9338 2021-07-07 16:52:50,584 - mmaction - INFO - Epoch [9][1660/1879] lr: 3.343e-02, eta: 4 days, 17:55:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1512, top5_acc: 0.3586, loss_cls: 4.1749, loss: 4.1749, grad_norm: 1.9291 2021-07-07 16:53:07,815 - mmaction - INFO - Epoch [9][1680/1879] lr: 3.346e-02, eta: 4 days, 17:54:59, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1551, top5_acc: 0.3543, loss_cls: 4.1753, loss: 4.1753, grad_norm: 1.9484 2021-07-07 16:53:24,949 - mmaction - INFO - Epoch [9][1700/1879] lr: 3.349e-02, eta: 4 days, 17:54:27, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1441, top5_acc: 0.3375, loss_cls: 4.2902, loss: 4.2902, grad_norm: 1.9746 2021-07-07 16:53:42,117 - mmaction - INFO - Epoch [9][1720/1879] lr: 3.352e-02, eta: 4 days, 17:53:54, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1570, top5_acc: 0.3609, loss_cls: 4.1881, loss: 4.1881, grad_norm: 1.9354 2021-07-07 16:53:59,298 - mmaction - INFO - Epoch [9][1740/1879] lr: 3.355e-02, eta: 4 days, 17:53:24, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.1473, top5_acc: 0.3387, loss_cls: 4.2368, loss: 4.2368, grad_norm: 1.9457 2021-07-07 16:54:16,479 - mmaction - INFO - Epoch [9][1760/1879] lr: 3.357e-02, eta: 4 days, 17:52:53, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.1516, top5_acc: 0.3637, loss_cls: 4.1480, loss: 4.1480, grad_norm: 1.9062 2021-07-07 16:54:33,625 - mmaction - INFO - Epoch [9][1780/1879] lr: 3.360e-02, eta: 4 days, 17:52:21, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1570, top5_acc: 0.3570, loss_cls: 4.1966, loss: 4.1966, grad_norm: 1.9409 2021-07-07 16:54:50,766 - mmaction - INFO - Epoch [9][1800/1879] lr: 3.363e-02, eta: 4 days, 17:51:49, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1641, top5_acc: 0.3699, loss_cls: 4.1167, loss: 4.1167, grad_norm: 1.9344 2021-07-07 16:55:07,976 - mmaction - INFO - Epoch [9][1820/1879] lr: 3.366e-02, eta: 4 days, 17:51:19, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.1582, top5_acc: 0.3602, loss_cls: 4.1772, loss: 4.1772, grad_norm: 1.9906 2021-07-07 16:55:25,127 - mmaction - INFO - Epoch [9][1840/1879] lr: 3.369e-02, eta: 4 days, 17:50:48, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.1672, top5_acc: 0.3574, loss_cls: 4.1563, loss: 4.1563, grad_norm: 1.9677 2021-07-07 16:55:42,422 - mmaction - INFO - Epoch [9][1860/1879] lr: 3.371e-02, eta: 4 days, 17:50:18, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.1703, top5_acc: 0.3703, loss_cls: 4.1529, loss: 4.1529, grad_norm: 1.9779 2021-07-07 16:56:08,569 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 16:56:08,589 - mmaction - INFO - 106 BN found 2021-07-07 17:00:56,703 - mmaction - INFO - BN stats updated 2021-07-07 17:02:58,034 - mmaction - INFO - Epoch [10][20/1879] lr: 3.375e-02, eta: 4 days, 18:28:29, time: 5.962, data_time: 5.002, memory: 6462, top1_acc: 0.1586, top5_acc: 0.3703, loss_cls: 4.1037, loss: 4.1037, grad_norm: 1.9654 2021-07-07 17:03:14,758 - mmaction - INFO - Epoch [10][40/1879] lr: 3.378e-02, eta: 4 days, 18:27:43, time: 0.837, data_time: 0.013, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3605, loss_cls: 4.1378, loss: 4.1378, grad_norm: 1.9576 2021-07-07 17:03:31,357 - mmaction - INFO - Epoch [10][60/1879] lr: 3.380e-02, eta: 4 days, 18:26:54, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.1523, top5_acc: 0.3625, loss_cls: 4.0889, loss: 4.0889, grad_norm: 1.9456 2021-07-07 17:03:47,940 - mmaction - INFO - Epoch [10][80/1879] lr: 3.383e-02, eta: 4 days, 18:26:03, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.1594, top5_acc: 0.3594, loss_cls: 4.1483, loss: 4.1483, grad_norm: 1.9725 2021-07-07 17:04:04,668 - mmaction - INFO - Epoch [10][100/1879] lr: 3.386e-02, eta: 4 days, 18:25:18, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3688, loss_cls: 4.1278, loss: 4.1278, grad_norm: 1.9819 2021-07-07 17:04:21,595 - mmaction - INFO - Epoch [10][120/1879] lr: 3.389e-02, eta: 4 days, 18:24:38, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.1582, top5_acc: 0.3609, loss_cls: 4.1274, loss: 4.1274, grad_norm: 1.9430 2021-07-07 17:04:38,394 - mmaction - INFO - Epoch [10][140/1879] lr: 3.392e-02, eta: 4 days, 18:23:53, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3660, loss_cls: 4.1555, loss: 4.1555, grad_norm: 1.9813 2021-07-07 17:04:55,246 - mmaction - INFO - Epoch [10][160/1879] lr: 3.394e-02, eta: 4 days, 18:23:11, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.1613, top5_acc: 0.3684, loss_cls: 4.0943, loss: 4.0943, grad_norm: 1.9383 2021-07-07 17:05:12,200 - mmaction - INFO - Epoch [10][180/1879] lr: 3.397e-02, eta: 4 days, 18:22:32, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.1668, top5_acc: 0.3645, loss_cls: 4.1446, loss: 4.1446, grad_norm: 2.0029 2021-07-07 17:05:29,112 - mmaction - INFO - Epoch [10][200/1879] lr: 3.400e-02, eta: 4 days, 18:21:52, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3516, loss_cls: 4.1745, loss: 4.1745, grad_norm: 1.9784 2021-07-07 17:05:46,246 - mmaction - INFO - Epoch [10][220/1879] lr: 3.403e-02, eta: 4 days, 18:21:17, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1547, top5_acc: 0.3707, loss_cls: 4.1183, loss: 4.1183, grad_norm: 2.0334 2021-07-07 17:06:03,210 - mmaction - INFO - Epoch [10][240/1879] lr: 3.406e-02, eta: 4 days, 18:20:38, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.1496, top5_acc: 0.3504, loss_cls: 4.1875, loss: 4.1875, grad_norm: 2.0665 2021-07-07 17:06:20,402 - mmaction - INFO - Epoch [10][260/1879] lr: 3.408e-02, eta: 4 days, 18:20:06, time: 0.861, data_time: 0.010, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3598, loss_cls: 4.1697, loss: 4.1697, grad_norm: 1.9954 2021-07-07 17:06:37,594 - mmaction - INFO - Epoch [10][280/1879] lr: 3.411e-02, eta: 4 days, 18:19:33, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.1574, top5_acc: 0.3699, loss_cls: 4.1430, loss: 4.1430, grad_norm: 1.9700 2021-07-07 17:06:54,769 - mmaction - INFO - Epoch [10][300/1879] lr: 3.414e-02, eta: 4 days, 18:19:00, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3488, loss_cls: 4.2088, loss: 4.2088, grad_norm: 1.9519 2021-07-07 17:07:11,779 - mmaction - INFO - Epoch [10][320/1879] lr: 3.417e-02, eta: 4 days, 18:18:23, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3605, loss_cls: 4.0884, loss: 4.0884, grad_norm: 1.9591 2021-07-07 17:07:28,862 - mmaction - INFO - Epoch [10][340/1879] lr: 3.420e-02, eta: 4 days, 18:17:46, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1590, top5_acc: 0.3684, loss_cls: 4.1277, loss: 4.1277, grad_norm: 2.0026 2021-07-07 17:07:46,028 - mmaction - INFO - Epoch [10][360/1879] lr: 3.422e-02, eta: 4 days, 18:17:14, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.1629, top5_acc: 0.3703, loss_cls: 4.1038, loss: 4.1038, grad_norm: 1.9997 2021-07-07 17:08:02,979 - mmaction - INFO - Epoch [10][380/1879] lr: 3.425e-02, eta: 4 days, 18:16:34, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.1598, top5_acc: 0.3672, loss_cls: 4.1852, loss: 4.1852, grad_norm: 1.9836 2021-07-07 17:08:20,150 - mmaction - INFO - Epoch [10][400/1879] lr: 3.428e-02, eta: 4 days, 18:16:01, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.1676, top5_acc: 0.3730, loss_cls: 4.1233, loss: 4.1233, grad_norm: 2.0095 2021-07-07 17:08:37,248 - mmaction - INFO - Epoch [10][420/1879] lr: 3.431e-02, eta: 4 days, 18:15:27, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1613, top5_acc: 0.3734, loss_cls: 4.0978, loss: 4.0978, grad_norm: 1.9287 2021-07-07 17:08:54,232 - mmaction - INFO - Epoch [10][440/1879] lr: 3.434e-02, eta: 4 days, 18:14:47, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.1613, top5_acc: 0.3699, loss_cls: 4.1035, loss: 4.1035, grad_norm: 1.9800 2021-07-07 17:09:11,308 - mmaction - INFO - Epoch [10][460/1879] lr: 3.437e-02, eta: 4 days, 18:14:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1562, top5_acc: 0.3754, loss_cls: 4.1038, loss: 4.1038, grad_norm: 1.9659 2021-07-07 17:09:28,527 - mmaction - INFO - Epoch [10][480/1879] lr: 3.439e-02, eta: 4 days, 18:13:41, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1578, top5_acc: 0.3719, loss_cls: 4.1041, loss: 4.1041, grad_norm: 2.0135 2021-07-07 17:09:45,572 - mmaction - INFO - Epoch [10][500/1879] lr: 3.442e-02, eta: 4 days, 18:13:05, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1512, top5_acc: 0.3719, loss_cls: 4.0894, loss: 4.0894, grad_norm: 2.0015 2021-07-07 17:10:02,655 - mmaction - INFO - Epoch [10][520/1879] lr: 3.445e-02, eta: 4 days, 18:12:30, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1527, top5_acc: 0.3500, loss_cls: 4.1768, loss: 4.1768, grad_norm: 2.0069 2021-07-07 17:10:19,645 - mmaction - INFO - Epoch [10][540/1879] lr: 3.448e-02, eta: 4 days, 18:11:52, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.1609, top5_acc: 0.3707, loss_cls: 4.1293, loss: 4.1293, grad_norm: 1.9841 2021-07-07 17:10:36,778 - mmaction - INFO - Epoch [10][560/1879] lr: 3.451e-02, eta: 4 days, 18:11:18, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1699, top5_acc: 0.3691, loss_cls: 4.1082, loss: 4.1082, grad_norm: 1.9792 2021-07-07 17:10:53,904 - mmaction - INFO - Epoch [10][580/1879] lr: 3.453e-02, eta: 4 days, 18:10:45, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1586, top5_acc: 0.3773, loss_cls: 4.0545, loss: 4.0545, grad_norm: 1.9724 2021-07-07 17:11:11,074 - mmaction - INFO - Epoch [10][600/1879] lr: 3.456e-02, eta: 4 days, 18:10:12, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.1500, top5_acc: 0.3438, loss_cls: 4.1941, loss: 4.1941, grad_norm: 2.0009 2021-07-07 17:11:28,058 - mmaction - INFO - Epoch [10][620/1879] lr: 3.459e-02, eta: 4 days, 18:09:34, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.1613, top5_acc: 0.3809, loss_cls: 4.0812, loss: 4.0812, grad_norm: 1.9633 2021-07-07 17:11:45,159 - mmaction - INFO - Epoch [10][640/1879] lr: 3.462e-02, eta: 4 days, 18:09:00, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3633, loss_cls: 4.1508, loss: 4.1508, grad_norm: 1.9823 2021-07-07 17:12:02,326 - mmaction - INFO - Epoch [10][660/1879] lr: 3.465e-02, eta: 4 days, 18:08:27, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.1664, top5_acc: 0.3832, loss_cls: 4.0899, loss: 4.0899, grad_norm: 1.9928 2021-07-07 17:12:19,370 - mmaction - INFO - Epoch [10][680/1879] lr: 3.467e-02, eta: 4 days, 18:07:52, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.1805, top5_acc: 0.3852, loss_cls: 4.0641, loss: 4.0641, grad_norm: 1.9359 2021-07-07 17:12:36,571 - mmaction - INFO - Epoch [10][700/1879] lr: 3.470e-02, eta: 4 days, 18:07:19, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1551, top5_acc: 0.3535, loss_cls: 4.1328, loss: 4.1328, grad_norm: 1.9764 2021-07-07 17:12:53,820 - mmaction - INFO - Epoch [10][720/1879] lr: 3.473e-02, eta: 4 days, 18:06:49, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.1625, top5_acc: 0.3609, loss_cls: 4.1363, loss: 4.1363, grad_norm: 1.9784 2021-07-07 17:13:10,924 - mmaction - INFO - Epoch [10][740/1879] lr: 3.476e-02, eta: 4 days, 18:06:15, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.1578, top5_acc: 0.3711, loss_cls: 4.1007, loss: 4.1007, grad_norm: 1.9862 2021-07-07 17:13:28,067 - mmaction - INFO - Epoch [10][760/1879] lr: 3.479e-02, eta: 4 days, 18:05:41, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.1598, top5_acc: 0.3781, loss_cls: 4.1232, loss: 4.1232, grad_norm: 2.0405 2021-07-07 17:13:45,149 - mmaction - INFO - Epoch [10][780/1879] lr: 3.481e-02, eta: 4 days, 18:05:06, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.1641, top5_acc: 0.3773, loss_cls: 4.1099, loss: 4.1099, grad_norm: 1.9874 2021-07-07 17:14:02,447 - mmaction - INFO - Epoch [10][800/1879] lr: 3.484e-02, eta: 4 days, 18:04:37, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.1551, top5_acc: 0.3664, loss_cls: 4.1361, loss: 4.1361, grad_norm: 1.9860 2021-07-07 17:14:19,717 - mmaction - INFO - Epoch [10][820/1879] lr: 3.487e-02, eta: 4 days, 18:04:09, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.1598, top5_acc: 0.3730, loss_cls: 4.0900, loss: 4.0900, grad_norm: 1.9638 2021-07-07 17:14:36,872 - mmaction - INFO - Epoch [10][840/1879] lr: 3.490e-02, eta: 4 days, 18:03:34, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1555, top5_acc: 0.3605, loss_cls: 4.1412, loss: 4.1412, grad_norm: 1.9596 2021-07-07 17:14:53,980 - mmaction - INFO - Epoch [10][860/1879] lr: 3.493e-02, eta: 4 days, 18:03:02, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.1609, top5_acc: 0.3656, loss_cls: 4.1385, loss: 4.1385, grad_norm: 2.0105 2021-07-07 17:15:10,870 - mmaction - INFO - Epoch [10][880/1879] lr: 3.496e-02, eta: 4 days, 18:02:23, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.1629, top5_acc: 0.3723, loss_cls: 4.1101, loss: 4.1101, grad_norm: 1.9492 2021-07-07 17:15:28,129 - mmaction - INFO - Epoch [10][900/1879] lr: 3.498e-02, eta: 4 days, 18:01:51, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1602, top5_acc: 0.3812, loss_cls: 4.0808, loss: 4.0808, grad_norm: 2.0470 2021-07-07 17:15:45,275 - mmaction - INFO - Epoch [10][920/1879] lr: 3.501e-02, eta: 4 days, 18:01:20, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.1566, top5_acc: 0.3527, loss_cls: 4.1575, loss: 4.1575, grad_norm: 1.9870 2021-07-07 17:16:02,468 - mmaction - INFO - Epoch [10][940/1879] lr: 3.504e-02, eta: 4 days, 18:00:48, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1652, top5_acc: 0.3770, loss_cls: 4.1086, loss: 4.1086, grad_norm: 1.9766 2021-07-07 17:16:19,736 - mmaction - INFO - Epoch [10][960/1879] lr: 3.507e-02, eta: 4 days, 18:00:19, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.1539, top5_acc: 0.3699, loss_cls: 4.1560, loss: 4.1560, grad_norm: 1.9744 2021-07-07 17:16:36,992 - mmaction - INFO - Epoch [10][980/1879] lr: 3.510e-02, eta: 4 days, 17:59:49, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.1719, top5_acc: 0.3840, loss_cls: 4.0719, loss: 4.0719, grad_norm: 1.9792 2021-07-07 17:16:54,020 - mmaction - INFO - Epoch [10][1000/1879] lr: 3.512e-02, eta: 4 days, 17:59:14, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.1652, top5_acc: 0.3785, loss_cls: 4.0408, loss: 4.0408, grad_norm: 1.9641 2021-07-07 17:17:11,287 - mmaction - INFO - Epoch [10][1020/1879] lr: 3.515e-02, eta: 4 days, 17:58:44, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3637, loss_cls: 4.1635, loss: 4.1635, grad_norm: 2.0106 2021-07-07 17:17:28,406 - mmaction - INFO - Epoch [10][1040/1879] lr: 3.518e-02, eta: 4 days, 17:58:10, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.1543, top5_acc: 0.3633, loss_cls: 4.1544, loss: 4.1544, grad_norm: 2.0142 2021-07-07 17:17:45,696 - mmaction - INFO - Epoch [10][1060/1879] lr: 3.521e-02, eta: 4 days, 17:57:42, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3766, loss_cls: 4.1018, loss: 4.1018, grad_norm: 1.9576 2021-07-07 17:18:02,918 - mmaction - INFO - Epoch [10][1080/1879] lr: 3.524e-02, eta: 4 days, 17:57:11, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.1586, top5_acc: 0.3641, loss_cls: 4.1057, loss: 4.1057, grad_norm: 1.9720 2021-07-07 17:18:20,171 - mmaction - INFO - Epoch [10][1100/1879] lr: 3.526e-02, eta: 4 days, 17:56:41, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3773, loss_cls: 4.0693, loss: 4.0693, grad_norm: 1.9971 2021-07-07 17:18:37,274 - mmaction - INFO - Epoch [10][1120/1879] lr: 3.529e-02, eta: 4 days, 17:56:08, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.1637, top5_acc: 0.3801, loss_cls: 4.0440, loss: 4.0440, grad_norm: 1.9985 2021-07-07 17:18:54,546 - mmaction - INFO - Epoch [10][1140/1879] lr: 3.532e-02, eta: 4 days, 17:55:39, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.1609, top5_acc: 0.3820, loss_cls: 4.0951, loss: 4.0951, grad_norm: 2.0220 2021-07-07 17:19:11,757 - mmaction - INFO - Epoch [10][1160/1879] lr: 3.535e-02, eta: 4 days, 17:55:08, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.1676, top5_acc: 0.3766, loss_cls: 4.0639, loss: 4.0639, grad_norm: 1.9560 2021-07-07 17:19:28,749 - mmaction - INFO - Epoch [10][1180/1879] lr: 3.538e-02, eta: 4 days, 17:54:32, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.1582, top5_acc: 0.3621, loss_cls: 4.1370, loss: 4.1370, grad_norm: 1.9873 2021-07-07 17:19:45,754 - mmaction - INFO - Epoch [10][1200/1879] lr: 3.540e-02, eta: 4 days, 17:53:56, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.1566, top5_acc: 0.3766, loss_cls: 4.1006, loss: 4.1006, grad_norm: 1.9774 2021-07-07 17:20:02,902 - mmaction - INFO - Epoch [10][1220/1879] lr: 3.543e-02, eta: 4 days, 17:53:24, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1609, top5_acc: 0.3820, loss_cls: 4.0778, loss: 4.0778, grad_norm: 1.9884 2021-07-07 17:20:20,101 - mmaction - INFO - Epoch [10][1240/1879] lr: 3.546e-02, eta: 4 days, 17:52:53, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.1730, top5_acc: 0.3781, loss_cls: 4.0404, loss: 4.0404, grad_norm: 2.0072 2021-07-07 17:20:37,341 - mmaction - INFO - Epoch [10][1260/1879] lr: 3.549e-02, eta: 4 days, 17:52:23, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3816, loss_cls: 4.0262, loss: 4.0262, grad_norm: 1.9809 2021-07-07 17:20:54,623 - mmaction - INFO - Epoch [10][1280/1879] lr: 3.552e-02, eta: 4 days, 17:51:55, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.1637, top5_acc: 0.3734, loss_cls: 4.0884, loss: 4.0884, grad_norm: 1.9822 2021-07-07 17:21:11,900 - mmaction - INFO - Epoch [10][1300/1879] lr: 3.554e-02, eta: 4 days, 17:51:26, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.1605, top5_acc: 0.3719, loss_cls: 4.0976, loss: 4.0976, grad_norm: 1.9703 2021-07-07 17:21:28,879 - mmaction - INFO - Epoch [10][1320/1879] lr: 3.557e-02, eta: 4 days, 17:50:49, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.1664, top5_acc: 0.3680, loss_cls: 4.1209, loss: 4.1209, grad_norm: 2.0081 2021-07-07 17:21:46,008 - mmaction - INFO - Epoch [10][1340/1879] lr: 3.560e-02, eta: 4 days, 17:50:17, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3801, loss_cls: 4.0662, loss: 4.0662, grad_norm: 1.9891 2021-07-07 17:22:03,126 - mmaction - INFO - Epoch [10][1360/1879] lr: 3.563e-02, eta: 4 days, 17:49:42, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1668, top5_acc: 0.3898, loss_cls: 4.0634, loss: 4.0634, grad_norm: 1.9818 2021-07-07 17:22:20,194 - mmaction - INFO - Epoch [10][1380/1879] lr: 3.566e-02, eta: 4 days, 17:49:10, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.1664, top5_acc: 0.3691, loss_cls: 4.0829, loss: 4.0829, grad_norm: 2.0083 2021-07-07 17:22:37,378 - mmaction - INFO - Epoch [10][1400/1879] lr: 3.569e-02, eta: 4 days, 17:48:39, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1672, top5_acc: 0.3922, loss_cls: 4.0553, loss: 4.0553, grad_norm: 1.9863 2021-07-07 17:22:54,450 - mmaction - INFO - Epoch [10][1420/1879] lr: 3.571e-02, eta: 4 days, 17:48:05, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.1645, top5_acc: 0.3680, loss_cls: 4.1296, loss: 4.1296, grad_norm: 1.9611 2021-07-07 17:23:11,624 - mmaction - INFO - Epoch [10][1440/1879] lr: 3.574e-02, eta: 4 days, 17:47:33, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1648, top5_acc: 0.3668, loss_cls: 4.1358, loss: 4.1358, grad_norm: 2.0009 2021-07-07 17:23:28,840 - mmaction - INFO - Epoch [10][1460/1879] lr: 3.577e-02, eta: 4 days, 17:47:04, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.1590, top5_acc: 0.3715, loss_cls: 4.0828, loss: 4.0828, grad_norm: 2.0235 2021-07-07 17:23:45,852 - mmaction - INFO - Epoch [10][1480/1879] lr: 3.580e-02, eta: 4 days, 17:46:28, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.1578, top5_acc: 0.3730, loss_cls: 4.1038, loss: 4.1038, grad_norm: 1.9809 2021-07-07 17:24:03,093 - mmaction - INFO - Epoch [10][1500/1879] lr: 3.583e-02, eta: 4 days, 17:45:59, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.1812, top5_acc: 0.3992, loss_cls: 4.0084, loss: 4.0084, grad_norm: 1.9585 2021-07-07 17:24:20,083 - mmaction - INFO - Epoch [10][1520/1879] lr: 3.585e-02, eta: 4 days, 17:45:23, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.1777, top5_acc: 0.3953, loss_cls: 3.9787, loss: 3.9787, grad_norm: 1.9854 2021-07-07 17:24:37,172 - mmaction - INFO - Epoch [10][1540/1879] lr: 3.588e-02, eta: 4 days, 17:44:50, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.1750, top5_acc: 0.3852, loss_cls: 4.0519, loss: 4.0519, grad_norm: 2.0251 2021-07-07 17:24:54,396 - mmaction - INFO - Epoch [10][1560/1879] lr: 3.591e-02, eta: 4 days, 17:44:20, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.1773, top5_acc: 0.3977, loss_cls: 4.0377, loss: 4.0377, grad_norm: 1.9655 2021-07-07 17:25:11,424 - mmaction - INFO - Epoch [10][1580/1879] lr: 3.594e-02, eta: 4 days, 17:43:46, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1730, top5_acc: 0.3902, loss_cls: 4.0636, loss: 4.0636, grad_norm: 1.9812 2021-07-07 17:25:28,475 - mmaction - INFO - Epoch [10][1600/1879] lr: 3.597e-02, eta: 4 days, 17:43:12, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3836, loss_cls: 4.0438, loss: 4.0438, grad_norm: 1.9739 2021-07-07 17:25:45,641 - mmaction - INFO - Epoch [10][1620/1879] lr: 3.599e-02, eta: 4 days, 17:42:40, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3805, loss_cls: 4.0696, loss: 4.0696, grad_norm: 1.9981 2021-07-07 17:26:02,762 - mmaction - INFO - Epoch [10][1640/1879] lr: 3.602e-02, eta: 4 days, 17:42:07, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.1645, top5_acc: 0.3734, loss_cls: 4.0528, loss: 4.0528, grad_norm: 1.9903 2021-07-07 17:26:19,771 - mmaction - INFO - Epoch [10][1660/1879] lr: 3.605e-02, eta: 4 days, 17:41:33, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3859, loss_cls: 4.1170, loss: 4.1170, grad_norm: 2.0257 2021-07-07 17:26:36,953 - mmaction - INFO - Epoch [10][1680/1879] lr: 3.608e-02, eta: 4 days, 17:41:02, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1645, top5_acc: 0.3809, loss_cls: 4.0931, loss: 4.0931, grad_norm: 2.0049 2021-07-07 17:26:54,123 - mmaction - INFO - Epoch [10][1700/1879] lr: 3.611e-02, eta: 4 days, 17:40:32, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1711, top5_acc: 0.3895, loss_cls: 4.0315, loss: 4.0315, grad_norm: 2.0271 2021-07-07 17:27:11,241 - mmaction - INFO - Epoch [10][1720/1879] lr: 3.613e-02, eta: 4 days, 17:40:01, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1801, top5_acc: 0.3820, loss_cls: 4.0428, loss: 4.0428, grad_norm: 1.9946 2021-07-07 17:27:28,237 - mmaction - INFO - Epoch [10][1740/1879] lr: 3.616e-02, eta: 4 days, 17:39:25, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.1641, top5_acc: 0.3793, loss_cls: 4.0750, loss: 4.0750, grad_norm: 2.0195 2021-07-07 17:27:45,470 - mmaction - INFO - Epoch [10][1760/1879] lr: 3.619e-02, eta: 4 days, 17:38:56, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.1848, top5_acc: 0.4117, loss_cls: 3.9831, loss: 3.9831, grad_norm: 1.9743 2021-07-07 17:28:02,554 - mmaction - INFO - Epoch [10][1780/1879] lr: 3.622e-02, eta: 4 days, 17:38:23, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1648, top5_acc: 0.3859, loss_cls: 4.0682, loss: 4.0682, grad_norm: 1.9887 2021-07-07 17:28:19,683 - mmaction - INFO - Epoch [10][1800/1879] lr: 3.625e-02, eta: 4 days, 17:37:51, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1816, top5_acc: 0.3809, loss_cls: 4.0197, loss: 4.0197, grad_norm: 1.9541 2021-07-07 17:28:36,684 - mmaction - INFO - Epoch [10][1820/1879] lr: 3.628e-02, eta: 4 days, 17:37:16, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3883, loss_cls: 4.0533, loss: 4.0533, grad_norm: 1.9921 2021-07-07 17:28:54,034 - mmaction - INFO - Epoch [10][1840/1879] lr: 3.630e-02, eta: 4 days, 17:36:50, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.1715, top5_acc: 0.3879, loss_cls: 4.0621, loss: 4.0621, grad_norm: 1.9716 2021-07-07 17:29:11,141 - mmaction - INFO - Epoch [10][1860/1879] lr: 3.633e-02, eta: 4 days, 17:36:17, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1727, top5_acc: 0.3852, loss_cls: 4.0387, loss: 4.0387, grad_norm: 1.9890 2021-07-07 17:29:36,428 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 17:29:36,436 - mmaction - INFO - 106 BN found 2021-07-07 17:34:16,143 - mmaction - INFO - BN stats updated 2021-07-07 17:37:33,960 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 17:37:34,876 - mmaction - INFO - top1_acc 0.2151 top5_acc 0.4578 2021-07-07 17:37:34,876 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 17:37:34,930 - mmaction - INFO - mean_acc 0.2148 2021-07-07 17:37:36,210 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_10.pth. 2021-07-07 17:37:36,210 - mmaction - INFO - Best top1_acc is 0.2151 at 10 epoch. 2021-07-07 17:37:36,218 - mmaction - INFO - Epoch(val) [10][155] top1_acc: 0.2151, top5_acc: 0.4578, mean_class_accuracy: 0.2148 2021-07-07 17:39:04,076 - mmaction - INFO - Epoch [11][20/1879] lr: 3.636e-02, eta: 4 days, 17:57:32, time: 4.390, data_time: 3.529, memory: 6462, top1_acc: 0.1582, top5_acc: 0.3809, loss_cls: 4.0945, loss: 4.0945, grad_norm: 1.9664 2021-07-07 17:39:20,706 - mmaction - INFO - Epoch [11][40/1879] lr: 3.639e-02, eta: 4 days, 17:56:47, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.1613, top5_acc: 0.3824, loss_cls: 4.0601, loss: 4.0601, grad_norm: 1.9941 2021-07-07 17:39:37,218 - mmaction - INFO - Epoch [11][60/1879] lr: 3.642e-02, eta: 4 days, 17:55:59, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.1676, top5_acc: 0.3781, loss_cls: 4.0439, loss: 4.0439, grad_norm: 2.0085 2021-07-07 17:39:53,785 - mmaction - INFO - Epoch [11][80/1879] lr: 3.644e-02, eta: 4 days, 17:55:12, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.1758, top5_acc: 0.4027, loss_cls: 3.9928, loss: 3.9928, grad_norm: 1.9726 2021-07-07 17:40:10,477 - mmaction - INFO - Epoch [11][100/1879] lr: 3.647e-02, eta: 4 days, 17:54:29, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.1699, top5_acc: 0.3977, loss_cls: 4.0345, loss: 4.0345, grad_norm: 2.0256 2021-07-07 17:40:27,256 - mmaction - INFO - Epoch [11][120/1879] lr: 3.650e-02, eta: 4 days, 17:53:47, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.1672, top5_acc: 0.3766, loss_cls: 4.0505, loss: 4.0505, grad_norm: 2.0086 2021-07-07 17:40:44,068 - mmaction - INFO - Epoch [11][140/1879] lr: 3.653e-02, eta: 4 days, 17:53:06, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.1711, top5_acc: 0.3980, loss_cls: 3.9809, loss: 3.9809, grad_norm: 1.9831 2021-07-07 17:41:00,926 - mmaction - INFO - Epoch [11][160/1879] lr: 3.656e-02, eta: 4 days, 17:52:26, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.1770, top5_acc: 0.3859, loss_cls: 3.9859, loss: 3.9859, grad_norm: 2.0095 2021-07-07 17:41:17,857 - mmaction - INFO - Epoch [11][180/1879] lr: 3.658e-02, eta: 4 days, 17:51:50, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.1719, top5_acc: 0.3898, loss_cls: 4.0120, loss: 4.0120, grad_norm: 2.0117 2021-07-07 17:41:34,934 - mmaction - INFO - Epoch [11][200/1879] lr: 3.661e-02, eta: 4 days, 17:51:16, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.1777, top5_acc: 0.3871, loss_cls: 4.0401, loss: 4.0401, grad_norm: 2.0266 2021-07-07 17:41:51,963 - mmaction - INFO - Epoch [11][220/1879] lr: 3.664e-02, eta: 4 days, 17:50:41, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.1703, top5_acc: 0.3973, loss_cls: 4.0410, loss: 4.0410, grad_norm: 2.0014 2021-07-07 17:42:09,026 - mmaction - INFO - Epoch [11][240/1879] lr: 3.667e-02, eta: 4 days, 17:50:06, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1742, top5_acc: 0.3832, loss_cls: 4.0181, loss: 4.0181, grad_norm: 2.0316 2021-07-07 17:42:26,199 - mmaction - INFO - Epoch [11][260/1879] lr: 3.670e-02, eta: 4 days, 17:49:35, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1738, top5_acc: 0.3773, loss_cls: 4.0330, loss: 4.0330, grad_norm: 1.9967 2021-07-07 17:42:43,211 - mmaction - INFO - Epoch [11][280/1879] lr: 3.673e-02, eta: 4 days, 17:48:59, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.1723, top5_acc: 0.3875, loss_cls: 4.0487, loss: 4.0487, grad_norm: 1.9649 2021-07-07 17:43:00,265 - mmaction - INFO - Epoch [11][300/1879] lr: 3.675e-02, eta: 4 days, 17:48:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.1719, top5_acc: 0.3973, loss_cls: 4.0082, loss: 4.0082, grad_norm: 1.9644 2021-07-07 17:43:17,349 - mmaction - INFO - Epoch [11][320/1879] lr: 3.678e-02, eta: 4 days, 17:47:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1859, top5_acc: 0.3957, loss_cls: 3.9849, loss: 3.9849, grad_norm: 2.0031 2021-07-07 17:43:34,575 - mmaction - INFO - Epoch [11][340/1879] lr: 3.681e-02, eta: 4 days, 17:47:21, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.1688, top5_acc: 0.3941, loss_cls: 3.9877, loss: 3.9877, grad_norm: 2.0008 2021-07-07 17:43:51,574 - mmaction - INFO - Epoch [11][360/1879] lr: 3.684e-02, eta: 4 days, 17:46:46, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.1816, top5_acc: 0.3969, loss_cls: 4.0237, loss: 4.0237, grad_norm: 2.0069 2021-07-07 17:44:08,733 - mmaction - INFO - Epoch [11][380/1879] lr: 3.687e-02, eta: 4 days, 17:46:13, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.1863, top5_acc: 0.3984, loss_cls: 3.9552, loss: 3.9552, grad_norm: 2.0321 2021-07-07 17:44:25,816 - mmaction - INFO - Epoch [11][400/1879] lr: 3.689e-02, eta: 4 days, 17:45:41, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.1855, top5_acc: 0.3984, loss_cls: 4.0044, loss: 4.0044, grad_norm: 2.0377 2021-07-07 17:44:42,898 - mmaction - INFO - Epoch [11][420/1879] lr: 3.692e-02, eta: 4 days, 17:45:08, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.1637, top5_acc: 0.3785, loss_cls: 4.0664, loss: 4.0664, grad_norm: 2.0149 2021-07-07 17:45:00,093 - mmaction - INFO - Epoch [11][440/1879] lr: 3.695e-02, eta: 4 days, 17:44:36, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1805, top5_acc: 0.3844, loss_cls: 4.0123, loss: 4.0123, grad_norm: 2.0331 2021-07-07 17:45:17,139 - mmaction - INFO - Epoch [11][460/1879] lr: 3.698e-02, eta: 4 days, 17:44:02, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.1930, top5_acc: 0.4191, loss_cls: 3.9302, loss: 3.9302, grad_norm: 2.0063 2021-07-07 17:45:34,252 - mmaction - INFO - Epoch [11][480/1879] lr: 3.701e-02, eta: 4 days, 17:43:30, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.1664, top5_acc: 0.3797, loss_cls: 4.0555, loss: 4.0555, grad_norm: 2.0125 2021-07-07 17:45:51,201 - mmaction - INFO - Epoch [11][500/1879] lr: 3.703e-02, eta: 4 days, 17:42:53, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.1738, top5_acc: 0.3988, loss_cls: 4.0067, loss: 4.0067, grad_norm: 2.0499 2021-07-07 17:46:08,242 - mmaction - INFO - Epoch [11][520/1879] lr: 3.706e-02, eta: 4 days, 17:42:19, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1668, top5_acc: 0.3973, loss_cls: 3.9870, loss: 3.9870, grad_norm: 2.0385 2021-07-07 17:46:25,336 - mmaction - INFO - Epoch [11][540/1879] lr: 3.709e-02, eta: 4 days, 17:41:45, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3824, loss_cls: 4.0587, loss: 4.0587, grad_norm: 2.0253 2021-07-07 17:46:42,315 - mmaction - INFO - Epoch [11][560/1879] lr: 3.712e-02, eta: 4 days, 17:41:11, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1629, top5_acc: 0.3750, loss_cls: 4.0797, loss: 4.0797, grad_norm: 2.0028 2021-07-07 17:46:59,405 - mmaction - INFO - Epoch [11][580/1879] lr: 3.715e-02, eta: 4 days, 17:40:37, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1715, top5_acc: 0.3793, loss_cls: 4.0197, loss: 4.0197, grad_norm: 1.9985 2021-07-07 17:47:16,592 - mmaction - INFO - Epoch [11][600/1879] lr: 3.717e-02, eta: 4 days, 17:40:07, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.1945, top5_acc: 0.4012, loss_cls: 3.9592, loss: 3.9592, grad_norm: 2.0061 2021-07-07 17:47:33,622 - mmaction - INFO - Epoch [11][620/1879] lr: 3.720e-02, eta: 4 days, 17:39:32, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.1684, top5_acc: 0.3879, loss_cls: 4.0454, loss: 4.0454, grad_norm: 2.0438 2021-07-07 17:47:50,707 - mmaction - INFO - Epoch [11][640/1879] lr: 3.723e-02, eta: 4 days, 17:38:59, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1781, top5_acc: 0.4031, loss_cls: 3.9909, loss: 3.9909, grad_norm: 1.9656 2021-07-07 17:48:07,856 - mmaction - INFO - Epoch [11][660/1879] lr: 3.726e-02, eta: 4 days, 17:38:28, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.1781, top5_acc: 0.3984, loss_cls: 3.9510, loss: 3.9510, grad_norm: 2.0184 2021-07-07 17:48:24,873 - mmaction - INFO - Epoch [11][680/1879] lr: 3.729e-02, eta: 4 days, 17:37:53, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.1754, top5_acc: 0.3953, loss_cls: 3.9824, loss: 3.9824, grad_norm: 2.0455 2021-07-07 17:48:42,013 - mmaction - INFO - Epoch [11][700/1879] lr: 3.731e-02, eta: 4 days, 17:37:21, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1660, top5_acc: 0.3930, loss_cls: 4.0188, loss: 4.0188, grad_norm: 2.0244 2021-07-07 17:48:59,210 - mmaction - INFO - Epoch [11][720/1879] lr: 3.734e-02, eta: 4 days, 17:36:51, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1719, top5_acc: 0.3910, loss_cls: 3.9857, loss: 3.9857, grad_norm: 1.9888 2021-07-07 17:49:16,415 - mmaction - INFO - Epoch [11][740/1879] lr: 3.737e-02, eta: 4 days, 17:36:21, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.1770, top5_acc: 0.3926, loss_cls: 3.9980, loss: 3.9980, grad_norm: 2.0171 2021-07-07 17:49:33,521 - mmaction - INFO - Epoch [11][760/1879] lr: 3.740e-02, eta: 4 days, 17:35:48, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1688, top5_acc: 0.3941, loss_cls: 4.0059, loss: 4.0059, grad_norm: 2.0287 2021-07-07 17:49:50,633 - mmaction - INFO - Epoch [11][780/1879] lr: 3.743e-02, eta: 4 days, 17:35:17, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1805, top5_acc: 0.4008, loss_cls: 3.9980, loss: 3.9980, grad_norm: 2.0028 2021-07-07 17:50:07,695 - mmaction - INFO - Epoch [11][800/1879] lr: 3.745e-02, eta: 4 days, 17:34:44, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.1863, top5_acc: 0.4102, loss_cls: 3.9213, loss: 3.9213, grad_norm: 2.0048 2021-07-07 17:50:24,889 - mmaction - INFO - Epoch [11][820/1879] lr: 3.748e-02, eta: 4 days, 17:34:14, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.1852, top5_acc: 0.4059, loss_cls: 3.9945, loss: 3.9945, grad_norm: 2.0238 2021-07-07 17:50:41,893 - mmaction - INFO - Epoch [11][840/1879] lr: 3.751e-02, eta: 4 days, 17:33:39, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.1609, top5_acc: 0.3738, loss_cls: 4.0721, loss: 4.0721, grad_norm: 2.0158 2021-07-07 17:50:59,128 - mmaction - INFO - Epoch [11][860/1879] lr: 3.754e-02, eta: 4 days, 17:33:10, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3852, loss_cls: 4.0150, loss: 4.0150, grad_norm: 1.9781 2021-07-07 17:51:16,252 - mmaction - INFO - Epoch [11][880/1879] lr: 3.757e-02, eta: 4 days, 17:32:38, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.1805, top5_acc: 0.3836, loss_cls: 4.0354, loss: 4.0354, grad_norm: 2.0076 2021-07-07 17:51:33,363 - mmaction - INFO - Epoch [11][900/1879] lr: 3.760e-02, eta: 4 days, 17:32:06, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.1867, top5_acc: 0.3953, loss_cls: 3.9649, loss: 3.9649, grad_norm: 2.0063 2021-07-07 17:51:50,351 - mmaction - INFO - Epoch [11][920/1879] lr: 3.762e-02, eta: 4 days, 17:31:32, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.1824, top5_acc: 0.4211, loss_cls: 3.9192, loss: 3.9192, grad_norm: 2.0021 2021-07-07 17:52:07,600 - mmaction - INFO - Epoch [11][940/1879] lr: 3.765e-02, eta: 4 days, 17:31:01, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1742, top5_acc: 0.3914, loss_cls: 3.9811, loss: 3.9811, grad_norm: 1.9997 2021-07-07 17:52:24,598 - mmaction - INFO - Epoch [11][960/1879] lr: 3.768e-02, eta: 4 days, 17:30:28, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.1887, top5_acc: 0.4129, loss_cls: 3.9202, loss: 3.9202, grad_norm: 2.0020 2021-07-07 17:52:41,935 - mmaction - INFO - Epoch [11][980/1879] lr: 3.771e-02, eta: 4 days, 17:30:01, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.1754, top5_acc: 0.4035, loss_cls: 3.9332, loss: 3.9332, grad_norm: 2.0424 2021-07-07 17:52:59,040 - mmaction - INFO - Epoch [11][1000/1879] lr: 3.774e-02, eta: 4 days, 17:29:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.1820, top5_acc: 0.3906, loss_cls: 3.9600, loss: 3.9600, grad_norm: 2.0739 2021-07-07 17:53:16,119 - mmaction - INFO - Epoch [11][1020/1879] lr: 3.776e-02, eta: 4 days, 17:28:57, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.1809, top5_acc: 0.3988, loss_cls: 3.9647, loss: 3.9647, grad_norm: 2.0230 2021-07-07 17:53:33,285 - mmaction - INFO - Epoch [11][1040/1879] lr: 3.779e-02, eta: 4 days, 17:28:26, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.1641, top5_acc: 0.3945, loss_cls: 4.0167, loss: 4.0167, grad_norm: 2.0472 2021-07-07 17:53:50,429 - mmaction - INFO - Epoch [11][1060/1879] lr: 3.782e-02, eta: 4 days, 17:27:55, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1785, top5_acc: 0.3887, loss_cls: 4.0123, loss: 4.0123, grad_norm: 2.0406 2021-07-07 17:54:07,467 - mmaction - INFO - Epoch [11][1080/1879] lr: 3.785e-02, eta: 4 days, 17:27:22, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1918, top5_acc: 0.4062, loss_cls: 3.9386, loss: 3.9386, grad_norm: 2.0087 2021-07-07 17:54:24,516 - mmaction - INFO - Epoch [11][1100/1879] lr: 3.788e-02, eta: 4 days, 17:26:49, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.1789, top5_acc: 0.3992, loss_cls: 4.0108, loss: 4.0108, grad_norm: 2.0207 2021-07-07 17:54:41,613 - mmaction - INFO - Epoch [11][1120/1879] lr: 3.790e-02, eta: 4 days, 17:26:17, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.1961, top5_acc: 0.4262, loss_cls: 3.8875, loss: 3.8875, grad_norm: 2.0369 2021-07-07 17:54:58,741 - mmaction - INFO - Epoch [11][1140/1879] lr: 3.793e-02, eta: 4 days, 17:25:45, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.1809, top5_acc: 0.4098, loss_cls: 3.9484, loss: 3.9484, grad_norm: 2.0041 2021-07-07 17:55:15,773 - mmaction - INFO - Epoch [11][1160/1879] lr: 3.796e-02, eta: 4 days, 17:25:12, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.1848, top5_acc: 0.3949, loss_cls: 3.9604, loss: 3.9604, grad_norm: 2.0419 2021-07-07 17:55:32,839 - mmaction - INFO - Epoch [11][1180/1879] lr: 3.799e-02, eta: 4 days, 17:24:40, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.1887, top5_acc: 0.4012, loss_cls: 3.9827, loss: 3.9827, grad_norm: 2.0336 2021-07-07 17:55:49,818 - mmaction - INFO - Epoch [11][1200/1879] lr: 3.802e-02, eta: 4 days, 17:24:06, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.1805, top5_acc: 0.4074, loss_cls: 3.9295, loss: 3.9295, grad_norm: 2.0151 2021-07-07 17:56:06,957 - mmaction - INFO - Epoch [11][1220/1879] lr: 3.804e-02, eta: 4 days, 17:23:34, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.1773, top5_acc: 0.4023, loss_cls: 3.9726, loss: 3.9726, grad_norm: 2.0541 2021-07-07 17:56:24,096 - mmaction - INFO - Epoch [11][1240/1879] lr: 3.807e-02, eta: 4 days, 17:23:04, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1883, top5_acc: 0.3891, loss_cls: 3.9582, loss: 3.9582, grad_norm: 2.0400 2021-07-07 17:56:41,238 - mmaction - INFO - Epoch [11][1260/1879] lr: 3.810e-02, eta: 4 days, 17:22:32, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.1797, top5_acc: 0.3984, loss_cls: 4.0119, loss: 4.0119, grad_norm: 1.9963 2021-07-07 17:56:58,446 - mmaction - INFO - Epoch [11][1280/1879] lr: 3.813e-02, eta: 4 days, 17:22:04, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.1738, top5_acc: 0.4000, loss_cls: 3.9599, loss: 3.9599, grad_norm: 1.9880 2021-07-07 17:57:15,505 - mmaction - INFO - Epoch [11][1300/1879] lr: 3.816e-02, eta: 4 days, 17:21:31, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.1793, top5_acc: 0.4172, loss_cls: 3.8775, loss: 3.8775, grad_norm: 2.0345 2021-07-07 17:57:32,596 - mmaction - INFO - Epoch [11][1320/1879] lr: 3.818e-02, eta: 4 days, 17:20:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1836, top5_acc: 0.3977, loss_cls: 3.9529, loss: 3.9529, grad_norm: 2.0297 2021-07-07 17:57:49,629 - mmaction - INFO - Epoch [11][1340/1879] lr: 3.821e-02, eta: 4 days, 17:20:26, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1961, top5_acc: 0.4117, loss_cls: 3.8888, loss: 3.8888, grad_norm: 1.9997 2021-07-07 17:58:06,770 - mmaction - INFO - Epoch [11][1360/1879] lr: 3.824e-02, eta: 4 days, 17:19:55, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.1777, top5_acc: 0.4137, loss_cls: 3.9161, loss: 3.9161, grad_norm: 2.0368 2021-07-07 17:58:23,831 - mmaction - INFO - Epoch [11][1380/1879] lr: 3.827e-02, eta: 4 days, 17:19:23, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1938, top5_acc: 0.4078, loss_cls: 3.9047, loss: 3.9047, grad_norm: 2.0306 2021-07-07 17:58:41,016 - mmaction - INFO - Epoch [11][1400/1879] lr: 3.830e-02, eta: 4 days, 17:18:54, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.1832, top5_acc: 0.3996, loss_cls: 3.9304, loss: 3.9304, grad_norm: 2.0247 2021-07-07 17:58:58,068 - mmaction - INFO - Epoch [11][1420/1879] lr: 3.832e-02, eta: 4 days, 17:18:20, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.1855, top5_acc: 0.4062, loss_cls: 3.9803, loss: 3.9803, grad_norm: 2.0279 2021-07-07 17:59:15,461 - mmaction - INFO - Epoch [11][1440/1879] lr: 3.835e-02, eta: 4 days, 17:17:55, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.1977, top5_acc: 0.4125, loss_cls: 3.9412, loss: 3.9412, grad_norm: 2.0324 2021-07-07 17:59:32,451 - mmaction - INFO - Epoch [11][1460/1879] lr: 3.838e-02, eta: 4 days, 17:17:22, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1879, top5_acc: 0.3973, loss_cls: 3.9397, loss: 3.9397, grad_norm: 2.0418 2021-07-07 17:59:49,608 - mmaction - INFO - Epoch [11][1480/1879] lr: 3.841e-02, eta: 4 days, 17:16:52, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.1758, top5_acc: 0.4059, loss_cls: 3.9628, loss: 3.9628, grad_norm: 2.0951 2021-07-07 18:00:16,691 - mmaction - INFO - Epoch [11][1500/1879] lr: 3.844e-02, eta: 4 days, 17:19:58, time: 1.334, data_time: 0.002, memory: 6462, top1_acc: 0.1930, top5_acc: 0.4055, loss_cls: 3.9735, loss: 3.9735, grad_norm: 2.0235 2021-07-07 18:00:33,463 - mmaction - INFO - Epoch [11][1520/1879] lr: 3.847e-02, eta: 4 days, 17:19:29, time: 0.859, data_time: 0.027, memory: 6462, top1_acc: 0.1793, top5_acc: 0.4047, loss_cls: 3.9630, loss: 3.9630, grad_norm: 2.0321 2021-07-07 18:00:50,534 - mmaction - INFO - Epoch [11][1540/1879] lr: 3.849e-02, eta: 4 days, 17:18:56, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.1848, top5_acc: 0.4027, loss_cls: 3.9602, loss: 3.9602, grad_norm: 2.0125 2021-07-07 18:01:07,611 - mmaction - INFO - Epoch [11][1560/1879] lr: 3.852e-02, eta: 4 days, 17:18:24, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.1812, top5_acc: 0.3988, loss_cls: 3.9143, loss: 3.9143, grad_norm: 2.0152 2021-07-07 18:01:24,796 - mmaction - INFO - Epoch [11][1580/1879] lr: 3.855e-02, eta: 4 days, 17:17:54, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.1809, top5_acc: 0.4090, loss_cls: 3.9296, loss: 3.9296, grad_norm: 2.0125 2021-07-07 18:01:41,846 - mmaction - INFO - Epoch [11][1600/1879] lr: 3.858e-02, eta: 4 days, 17:17:21, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.1949, top5_acc: 0.4168, loss_cls: 3.9215, loss: 3.9215, grad_norm: 2.0376 2021-07-07 18:01:59,082 - mmaction - INFO - Epoch [11][1620/1879] lr: 3.861e-02, eta: 4 days, 17:16:54, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.1766, top5_acc: 0.3973, loss_cls: 3.9517, loss: 3.9517, grad_norm: 2.0443 2021-07-07 18:02:16,330 - mmaction - INFO - Epoch [11][1640/1879] lr: 3.863e-02, eta: 4 days, 17:16:25, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1730, top5_acc: 0.4027, loss_cls: 3.9686, loss: 3.9686, grad_norm: 2.0728 2021-07-07 18:02:33,590 - mmaction - INFO - Epoch [11][1660/1879] lr: 3.866e-02, eta: 4 days, 17:15:57, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.1918, top5_acc: 0.4078, loss_cls: 3.9373, loss: 3.9373, grad_norm: 2.0746 2021-07-07 18:02:50,578 - mmaction - INFO - Epoch [11][1680/1879] lr: 3.869e-02, eta: 4 days, 17:15:24, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.1773, top5_acc: 0.3988, loss_cls: 3.9994, loss: 3.9994, grad_norm: 2.0206 2021-07-07 18:03:07,703 - mmaction - INFO - Epoch [11][1700/1879] lr: 3.872e-02, eta: 4 days, 17:14:52, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.1832, top5_acc: 0.4102, loss_cls: 3.9393, loss: 3.9393, grad_norm: 2.0270 2021-07-07 18:03:24,861 - mmaction - INFO - Epoch [11][1720/1879] lr: 3.875e-02, eta: 4 days, 17:14:23, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.1832, top5_acc: 0.4020, loss_cls: 3.9696, loss: 3.9696, grad_norm: 2.0190 2021-07-07 18:03:42,073 - mmaction - INFO - Epoch [11][1740/1879] lr: 3.877e-02, eta: 4 days, 17:13:54, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1859, top5_acc: 0.4141, loss_cls: 3.9178, loss: 3.9178, grad_norm: 1.9757 2021-07-07 18:03:59,093 - mmaction - INFO - Epoch [11][1760/1879] lr: 3.880e-02, eta: 4 days, 17:13:22, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.1824, top5_acc: 0.4016, loss_cls: 3.9369, loss: 3.9369, grad_norm: 2.0627 2021-07-07 18:04:16,220 - mmaction - INFO - Epoch [11][1780/1879] lr: 3.883e-02, eta: 4 days, 17:12:50, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.1848, top5_acc: 0.4051, loss_cls: 3.9467, loss: 3.9467, grad_norm: 2.0161 2021-07-07 18:04:33,523 - mmaction - INFO - Epoch [11][1800/1879] lr: 3.886e-02, eta: 4 days, 17:12:24, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.1945, top5_acc: 0.4051, loss_cls: 3.9439, loss: 3.9439, grad_norm: 2.0235 2021-07-07 18:04:50,776 - mmaction - INFO - Epoch [11][1820/1879] lr: 3.889e-02, eta: 4 days, 17:11:57, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.1891, top5_acc: 0.4164, loss_cls: 3.8810, loss: 3.8810, grad_norm: 2.0054 2021-07-07 18:05:07,832 - mmaction - INFO - Epoch [11][1840/1879] lr: 3.891e-02, eta: 4 days, 17:11:23, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.1879, top5_acc: 0.4238, loss_cls: 3.8796, loss: 3.8796, grad_norm: 2.0262 2021-07-07 18:05:25,139 - mmaction - INFO - Epoch [11][1860/1879] lr: 3.894e-02, eta: 4 days, 17:10:58, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.1926, top5_acc: 0.4242, loss_cls: 3.8588, loss: 3.8588, grad_norm: 2.0478 2021-07-07 18:06:01,380 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 18:06:01,386 - mmaction - INFO - 106 BN found 2021-07-07 18:10:39,701 - mmaction - INFO - BN stats updated 2021-07-07 18:13:19,926 - mmaction - INFO - Epoch [12][20/1879] lr: 3.897e-02, eta: 4 days, 17:56:15, time: 7.908, data_time: 7.057, memory: 6462, top1_acc: 0.1824, top5_acc: 0.3949, loss_cls: 3.9571, loss: 3.9571, grad_norm: 2.0667 2021-07-07 18:13:36,579 - mmaction - INFO - Epoch [12][40/1879] lr: 3.899e-02, eta: 4 days, 17:55:31, time: 0.832, data_time: 0.009, memory: 6462, top1_acc: 0.1906, top5_acc: 0.4203, loss_cls: 3.8983, loss: 3.8983, grad_norm: 2.0328 2021-07-07 18:13:52,963 - mmaction - INFO - Epoch [12][60/1879] lr: 3.902e-02, eta: 4 days, 17:54:42, time: 0.821, data_time: 0.003, memory: 6462, top1_acc: 0.1809, top5_acc: 0.3945, loss_cls: 3.9474, loss: 3.9474, grad_norm: 1.9911 2021-07-07 18:14:09,608 - mmaction - INFO - Epoch [12][80/1879] lr: 3.905e-02, eta: 4 days, 17:53:57, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.2004, top5_acc: 0.4160, loss_cls: 3.8789, loss: 3.8789, grad_norm: 2.0581 2021-07-07 18:14:26,190 - mmaction - INFO - Epoch [12][100/1879] lr: 3.908e-02, eta: 4 days, 17:53:12, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.1867, top5_acc: 0.4109, loss_cls: 3.8825, loss: 3.8825, grad_norm: 2.0116 2021-07-07 18:14:42,998 - mmaction - INFO - Epoch [12][120/1879] lr: 3.911e-02, eta: 4 days, 17:52:32, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.1836, top5_acc: 0.4105, loss_cls: 3.9003, loss: 3.9003, grad_norm: 2.0839 2021-07-07 18:14:59,626 - mmaction - INFO - Epoch [12][140/1879] lr: 3.913e-02, eta: 4 days, 17:51:48, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.1934, top5_acc: 0.4105, loss_cls: 3.9259, loss: 3.9259, grad_norm: 2.0019 2021-07-07 18:15:16,218 - mmaction - INFO - Epoch [12][160/1879] lr: 3.916e-02, eta: 4 days, 17:51:03, time: 0.830, data_time: 0.002, memory: 6462, top1_acc: 0.2070, top5_acc: 0.4121, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.9955 2021-07-07 18:15:33,098 - mmaction - INFO - Epoch [12][180/1879] lr: 3.919e-02, eta: 4 days, 17:50:24, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.2016, top5_acc: 0.4418, loss_cls: 3.7970, loss: 3.7970, grad_norm: 2.0231 2021-07-07 18:15:49,995 - mmaction - INFO - Epoch [12][200/1879] lr: 3.922e-02, eta: 4 days, 17:49:47, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.1930, top5_acc: 0.4055, loss_cls: 3.9449, loss: 3.9449, grad_norm: 2.0934 2021-07-07 18:16:07,221 - mmaction - INFO - Epoch [12][220/1879] lr: 3.925e-02, eta: 4 days, 17:49:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1812, top5_acc: 0.4059, loss_cls: 3.9518, loss: 3.9518, grad_norm: 2.0389 2021-07-07 18:16:24,047 - mmaction - INFO - Epoch [12][240/1879] lr: 3.927e-02, eta: 4 days, 17:48:37, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.1949, top5_acc: 0.4289, loss_cls: 3.8778, loss: 3.8778, grad_norm: 2.0203 2021-07-07 18:16:41,199 - mmaction - INFO - Epoch [12][260/1879] lr: 3.930e-02, eta: 4 days, 17:48:04, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.1875, top5_acc: 0.3992, loss_cls: 3.9304, loss: 3.9304, grad_norm: 2.0610 2021-07-07 18:16:58,402 - mmaction - INFO - Epoch [12][280/1879] lr: 3.933e-02, eta: 4 days, 17:47:34, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.1922, top5_acc: 0.4262, loss_cls: 3.8433, loss: 3.8433, grad_norm: 2.0492 2021-07-07 18:17:15,548 - mmaction - INFO - Epoch [12][300/1879] lr: 3.936e-02, eta: 4 days, 17:47:01, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1840, top5_acc: 0.4082, loss_cls: 3.9229, loss: 3.9229, grad_norm: 2.0770 2021-07-07 18:17:32,574 - mmaction - INFO - Epoch [12][320/1879] lr: 3.939e-02, eta: 4 days, 17:46:26, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.1945, top5_acc: 0.4230, loss_cls: 3.8720, loss: 3.8720, grad_norm: 2.0526 2021-07-07 18:17:49,834 - mmaction - INFO - Epoch [12][340/1879] lr: 3.942e-02, eta: 4 days, 17:45:56, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.1867, top5_acc: 0.4188, loss_cls: 3.9403, loss: 3.9403, grad_norm: 2.0678 2021-07-07 18:18:06,822 - mmaction - INFO - Epoch [12][360/1879] lr: 3.944e-02, eta: 4 days, 17:45:21, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.1980, top5_acc: 0.4223, loss_cls: 3.9005, loss: 3.9005, grad_norm: 2.0480 2021-07-07 18:18:24,012 - mmaction - INFO - Epoch [12][380/1879] lr: 3.947e-02, eta: 4 days, 17:44:49, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.1941, top5_acc: 0.4293, loss_cls: 3.9015, loss: 3.9015, grad_norm: 1.9962 2021-07-07 18:18:40,944 - mmaction - INFO - Epoch [12][400/1879] lr: 3.950e-02, eta: 4 days, 17:44:13, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.1984, top5_acc: 0.4230, loss_cls: 3.8687, loss: 3.8687, grad_norm: 2.0146 2021-07-07 18:18:57,982 - mmaction - INFO - Epoch [12][420/1879] lr: 3.953e-02, eta: 4 days, 17:43:38, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.1855, top5_acc: 0.4254, loss_cls: 3.9038, loss: 3.9038, grad_norm: 2.0469 2021-07-07 18:19:15,027 - mmaction - INFO - Epoch [12][440/1879] lr: 3.956e-02, eta: 4 days, 17:43:04, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.1953, top5_acc: 0.4238, loss_cls: 3.8522, loss: 3.8522, grad_norm: 2.0250 2021-07-07 18:19:32,115 - mmaction - INFO - Epoch [12][460/1879] lr: 3.958e-02, eta: 4 days, 17:42:30, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.1977, top5_acc: 0.4273, loss_cls: 3.8653, loss: 3.8653, grad_norm: 2.0150 2021-07-07 18:19:49,058 - mmaction - INFO - Epoch [12][480/1879] lr: 3.961e-02, eta: 4 days, 17:41:54, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1953, top5_acc: 0.4027, loss_cls: 3.9459, loss: 3.9459, grad_norm: 2.0405 2021-07-07 18:20:06,249 - mmaction - INFO - Epoch [12][500/1879] lr: 3.964e-02, eta: 4 days, 17:41:23, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.1867, top5_acc: 0.4137, loss_cls: 3.8879, loss: 3.8879, grad_norm: 2.0072 2021-07-07 18:20:23,294 - mmaction - INFO - Epoch [12][520/1879] lr: 3.967e-02, eta: 4 days, 17:40:48, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.1977, top5_acc: 0.4375, loss_cls: 3.7734, loss: 3.7734, grad_norm: 2.0392 2021-07-07 18:20:40,370 - mmaction - INFO - Epoch [12][540/1879] lr: 3.970e-02, eta: 4 days, 17:40:14, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2027, top5_acc: 0.4121, loss_cls: 3.9176, loss: 3.9176, grad_norm: 2.0872 2021-07-07 18:20:57,335 - mmaction - INFO - Epoch [12][560/1879] lr: 3.972e-02, eta: 4 days, 17:39:39, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.1926, top5_acc: 0.4176, loss_cls: 3.8770, loss: 3.8770, grad_norm: 2.0450 2021-07-07 18:21:14,427 - mmaction - INFO - Epoch [12][580/1879] lr: 3.975e-02, eta: 4 days, 17:39:07, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.1992, top5_acc: 0.4141, loss_cls: 3.8916, loss: 3.8916, grad_norm: 2.0665 2021-07-07 18:21:31,411 - mmaction - INFO - Epoch [12][600/1879] lr: 3.978e-02, eta: 4 days, 17:38:30, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.2020, top5_acc: 0.4082, loss_cls: 3.8992, loss: 3.8992, grad_norm: 2.0534 2021-07-07 18:21:48,349 - mmaction - INFO - Epoch [12][620/1879] lr: 3.981e-02, eta: 4 days, 17:37:54, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.2035, top5_acc: 0.4250, loss_cls: 3.8442, loss: 3.8442, grad_norm: 2.0074 2021-07-07 18:22:05,314 - mmaction - INFO - Epoch [12][640/1879] lr: 3.984e-02, eta: 4 days, 17:37:19, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.2023, top5_acc: 0.4250, loss_cls: 3.8824, loss: 3.8824, grad_norm: 2.0674 2021-07-07 18:22:22,291 - mmaction - INFO - Epoch [12][660/1879] lr: 3.986e-02, eta: 4 days, 17:36:43, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1945, top5_acc: 0.4234, loss_cls: 3.8774, loss: 3.8774, grad_norm: 2.0701 2021-07-07 18:22:39,522 - mmaction - INFO - Epoch [12][680/1879] lr: 3.989e-02, eta: 4 days, 17:36:12, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.2000, top5_acc: 0.4266, loss_cls: 3.8488, loss: 3.8488, grad_norm: 2.0510 2021-07-07 18:22:56,680 - mmaction - INFO - Epoch [12][700/1879] lr: 3.992e-02, eta: 4 days, 17:35:42, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1984, top5_acc: 0.4211, loss_cls: 3.9104, loss: 3.9104, grad_norm: 2.0476 2021-07-07 18:23:13,710 - mmaction - INFO - Epoch [12][720/1879] lr: 3.995e-02, eta: 4 days, 17:35:08, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.1891, top5_acc: 0.4121, loss_cls: 3.8460, loss: 3.8460, grad_norm: 2.0700 2021-07-07 18:23:30,846 - mmaction - INFO - Epoch [12][740/1879] lr: 3.998e-02, eta: 4 days, 17:34:35, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2078, top5_acc: 0.4359, loss_cls: 3.8300, loss: 3.8300, grad_norm: 2.0363 2021-07-07 18:23:47,929 - mmaction - INFO - Epoch [12][760/1879] lr: 4.000e-02, eta: 4 days, 17:34:02, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2047, top5_acc: 0.4199, loss_cls: 3.8531, loss: 3.8531, grad_norm: 2.0358 2021-07-07 18:24:05,017 - mmaction - INFO - Epoch [12][780/1879] lr: 4.003e-02, eta: 4 days, 17:33:30, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.1918, top5_acc: 0.4250, loss_cls: 3.8476, loss: 3.8476, grad_norm: 2.0623 2021-07-07 18:24:21,939 - mmaction - INFO - Epoch [12][800/1879] lr: 4.006e-02, eta: 4 days, 17:32:54, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.1922, top5_acc: 0.4242, loss_cls: 3.8638, loss: 3.8638, grad_norm: 2.0780 2021-07-07 18:24:38,825 - mmaction - INFO - Epoch [12][820/1879] lr: 4.009e-02, eta: 4 days, 17:32:17, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.1871, top5_acc: 0.4090, loss_cls: 3.9269, loss: 3.9269, grad_norm: 2.0922 2021-07-07 18:24:55,879 - mmaction - INFO - Epoch [12][840/1879] lr: 4.012e-02, eta: 4 days, 17:31:43, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.1980, top5_acc: 0.4227, loss_cls: 3.8875, loss: 3.8875, grad_norm: 2.0396 2021-07-07 18:25:12,961 - mmaction - INFO - Epoch [12][860/1879] lr: 4.014e-02, eta: 4 days, 17:31:10, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2059, top5_acc: 0.4375, loss_cls: 3.8459, loss: 3.8459, grad_norm: 2.0430 2021-07-07 18:25:29,968 - mmaction - INFO - Epoch [12][880/1879] lr: 4.017e-02, eta: 4 days, 17:30:35, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.1992, top5_acc: 0.4156, loss_cls: 3.9247, loss: 3.9247, grad_norm: 2.0448 2021-07-07 18:25:47,185 - mmaction - INFO - Epoch [12][900/1879] lr: 4.020e-02, eta: 4 days, 17:30:06, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.1734, top5_acc: 0.4035, loss_cls: 3.9284, loss: 3.9284, grad_norm: 2.0405 2021-07-07 18:26:04,273 - mmaction - INFO - Epoch [12][920/1879] lr: 4.023e-02, eta: 4 days, 17:29:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.1965, top5_acc: 0.4324, loss_cls: 3.8187, loss: 3.8187, grad_norm: 2.0013 2021-07-07 18:26:21,259 - mmaction - INFO - Epoch [12][940/1879] lr: 4.026e-02, eta: 4 days, 17:28:57, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.2008, top5_acc: 0.4336, loss_cls: 3.8399, loss: 3.8399, grad_norm: 1.9998 2021-07-07 18:26:38,330 - mmaction - INFO - Epoch [12][960/1879] lr: 4.028e-02, eta: 4 days, 17:28:25, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.1934, top5_acc: 0.4367, loss_cls: 3.8323, loss: 3.8323, grad_norm: 1.9889 2021-07-07 18:26:55,429 - mmaction - INFO - Epoch [12][980/1879] lr: 4.031e-02, eta: 4 days, 17:27:53, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.1984, top5_acc: 0.4371, loss_cls: 3.8070, loss: 3.8070, grad_norm: 2.0523 2021-07-07 18:27:12,491 - mmaction - INFO - Epoch [12][1000/1879] lr: 4.034e-02, eta: 4 days, 17:27:20, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2062, top5_acc: 0.4414, loss_cls: 3.7906, loss: 3.7906, grad_norm: 2.1130 2021-07-07 18:27:29,562 - mmaction - INFO - Epoch [12][1020/1879] lr: 4.037e-02, eta: 4 days, 17:26:47, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.1934, top5_acc: 0.4230, loss_cls: 3.8404, loss: 3.8404, grad_norm: 2.0339 2021-07-07 18:27:46,744 - mmaction - INFO - Epoch [12][1040/1879] lr: 4.040e-02, eta: 4 days, 17:26:16, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.1859, top5_acc: 0.4094, loss_cls: 3.8913, loss: 3.8913, grad_norm: 2.0479 2021-07-07 18:28:03,832 - mmaction - INFO - Epoch [12][1060/1879] lr: 4.042e-02, eta: 4 days, 17:25:44, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.1973, top5_acc: 0.4313, loss_cls: 3.8478, loss: 3.8478, grad_norm: 2.0228 2021-07-07 18:28:21,062 - mmaction - INFO - Epoch [12][1080/1879] lr: 4.045e-02, eta: 4 days, 17:25:14, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1930, top5_acc: 0.4316, loss_cls: 3.8296, loss: 3.8296, grad_norm: 2.0763 2021-07-07 18:28:38,020 - mmaction - INFO - Epoch [12][1100/1879] lr: 4.048e-02, eta: 4 days, 17:24:39, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.1961, top5_acc: 0.4195, loss_cls: 3.8594, loss: 3.8594, grad_norm: 2.0519 2021-07-07 18:28:55,218 - mmaction - INFO - Epoch [12][1120/1879] lr: 4.051e-02, eta: 4 days, 17:24:08, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.2094, top5_acc: 0.4355, loss_cls: 3.7950, loss: 3.7950, grad_norm: 2.0742 2021-07-07 18:29:12,308 - mmaction - INFO - Epoch [12][1140/1879] lr: 4.054e-02, eta: 4 days, 17:23:37, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2164, top5_acc: 0.4379, loss_cls: 3.7703, loss: 3.7703, grad_norm: 2.0498 2021-07-07 18:29:29,425 - mmaction - INFO - Epoch [12][1160/1879] lr: 4.057e-02, eta: 4 days, 17:23:06, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.2102, top5_acc: 0.4352, loss_cls: 3.8359, loss: 3.8359, grad_norm: 2.1124 2021-07-07 18:29:46,417 - mmaction - INFO - Epoch [12][1180/1879] lr: 4.059e-02, eta: 4 days, 17:22:31, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.1898, top5_acc: 0.4332, loss_cls: 3.8208, loss: 3.8208, grad_norm: 2.0398 2021-07-07 18:30:03,521 - mmaction - INFO - Epoch [12][1200/1879] lr: 4.062e-02, eta: 4 days, 17:21:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.1945, top5_acc: 0.4313, loss_cls: 3.8516, loss: 3.8516, grad_norm: 2.0710 2021-07-07 18:30:20,635 - mmaction - INFO - Epoch [12][1220/1879] lr: 4.065e-02, eta: 4 days, 17:21:27, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.2004, top5_acc: 0.4309, loss_cls: 3.8530, loss: 3.8530, grad_norm: 2.0133 2021-07-07 18:30:37,573 - mmaction - INFO - Epoch [12][1240/1879] lr: 4.068e-02, eta: 4 days, 17:20:52, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.1969, top5_acc: 0.4211, loss_cls: 3.8539, loss: 3.8539, grad_norm: 2.0068 2021-07-07 18:30:54,772 - mmaction - INFO - Epoch [12][1260/1879] lr: 4.071e-02, eta: 4 days, 17:20:23, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.1914, top5_acc: 0.4352, loss_cls: 3.8460, loss: 3.8460, grad_norm: 2.0480 2021-07-07 18:31:12,011 - mmaction - INFO - Epoch [12][1280/1879] lr: 4.073e-02, eta: 4 days, 17:19:53, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.1973, top5_acc: 0.4129, loss_cls: 3.8718, loss: 3.8718, grad_norm: 2.0756 2021-07-07 18:31:29,233 - mmaction - INFO - Epoch [12][1300/1879] lr: 4.076e-02, eta: 4 days, 17:19:23, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2082, top5_acc: 0.4391, loss_cls: 3.8133, loss: 3.8133, grad_norm: 2.0423 2021-07-07 18:31:46,333 - mmaction - INFO - Epoch [12][1320/1879] lr: 4.079e-02, eta: 4 days, 17:18:52, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2078, top5_acc: 0.4359, loss_cls: 3.8087, loss: 3.8087, grad_norm: 2.0385 2021-07-07 18:32:03,569 - mmaction - INFO - Epoch [12][1340/1879] lr: 4.082e-02, eta: 4 days, 17:18:22, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.1801, top5_acc: 0.4184, loss_cls: 3.8982, loss: 3.8982, grad_norm: 2.0894 2021-07-07 18:32:20,638 - mmaction - INFO - Epoch [12][1360/1879] lr: 4.085e-02, eta: 4 days, 17:17:50, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2016, top5_acc: 0.4324, loss_cls: 3.8435, loss: 3.8435, grad_norm: 2.0548 2021-07-07 18:32:37,934 - mmaction - INFO - Epoch [12][1380/1879] lr: 4.087e-02, eta: 4 days, 17:17:23, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.1953, top5_acc: 0.4234, loss_cls: 3.8754, loss: 3.8754, grad_norm: 2.0707 2021-07-07 18:32:55,016 - mmaction - INFO - Epoch [12][1400/1879] lr: 4.090e-02, eta: 4 days, 17:16:51, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2016, top5_acc: 0.4305, loss_cls: 3.8183, loss: 3.8183, grad_norm: 2.0279 2021-07-07 18:33:12,240 - mmaction - INFO - Epoch [12][1420/1879] lr: 4.093e-02, eta: 4 days, 17:16:22, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.1930, top5_acc: 0.4246, loss_cls: 3.9022, loss: 3.9022, grad_norm: 2.0639 2021-07-07 18:33:29,338 - mmaction - INFO - Epoch [12][1440/1879] lr: 4.096e-02, eta: 4 days, 17:15:48, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.2023, top5_acc: 0.4301, loss_cls: 3.8249, loss: 3.8249, grad_norm: 2.0209 2021-07-07 18:33:46,346 - mmaction - INFO - Epoch [12][1460/1879] lr: 4.099e-02, eta: 4 days, 17:15:16, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.1973, top5_acc: 0.4379, loss_cls: 3.8399, loss: 3.8399, grad_norm: 2.0230 2021-07-07 18:34:03,492 - mmaction - INFO - Epoch [12][1480/1879] lr: 4.101e-02, eta: 4 days, 17:14:45, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2004, top5_acc: 0.4254, loss_cls: 3.8334, loss: 3.8334, grad_norm: 2.0273 2021-07-07 18:34:20,593 - mmaction - INFO - Epoch [12][1500/1879] lr: 4.104e-02, eta: 4 days, 17:14:14, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.1973, top5_acc: 0.4320, loss_cls: 3.8389, loss: 3.8389, grad_norm: 2.0489 2021-07-07 18:34:37,567 - mmaction - INFO - Epoch [12][1520/1879] lr: 4.107e-02, eta: 4 days, 17:13:40, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.1949, top5_acc: 0.4152, loss_cls: 3.8909, loss: 3.8909, grad_norm: 2.0831 2021-07-07 18:34:54,754 - mmaction - INFO - Epoch [12][1540/1879] lr: 4.110e-02, eta: 4 days, 17:13:10, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.1887, top5_acc: 0.4188, loss_cls: 3.9055, loss: 3.9055, grad_norm: 2.1010 2021-07-07 18:35:11,722 - mmaction - INFO - Epoch [12][1560/1879] lr: 4.113e-02, eta: 4 days, 17:12:36, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.1996, top5_acc: 0.4391, loss_cls: 3.8091, loss: 3.8091, grad_norm: 2.0722 2021-07-07 18:35:28,972 - mmaction - INFO - Epoch [12][1580/1879] lr: 4.115e-02, eta: 4 days, 17:12:07, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.7582, loss: 3.7582, grad_norm: 2.0520 2021-07-07 18:35:46,110 - mmaction - INFO - Epoch [12][1600/1879] lr: 4.118e-02, eta: 4 days, 17:11:36, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2059, top5_acc: 0.4262, loss_cls: 3.8215, loss: 3.8215, grad_norm: 2.1086 2021-07-07 18:36:03,155 - mmaction - INFO - Epoch [12][1620/1879] lr: 4.121e-02, eta: 4 days, 17:11:04, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2105, top5_acc: 0.4332, loss_cls: 3.8046, loss: 3.8046, grad_norm: 2.0459 2021-07-07 18:36:20,417 - mmaction - INFO - Epoch [12][1640/1879] lr: 4.124e-02, eta: 4 days, 17:10:36, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.1891, top5_acc: 0.4137, loss_cls: 3.8713, loss: 3.8713, grad_norm: 2.0485 2021-07-07 18:36:37,690 - mmaction - INFO - Epoch [12][1660/1879] lr: 4.127e-02, eta: 4 days, 17:10:07, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.2031, top5_acc: 0.4359, loss_cls: 3.7920, loss: 3.7920, grad_norm: 2.0171 2021-07-07 18:36:54,826 - mmaction - INFO - Epoch [12][1680/1879] lr: 4.129e-02, eta: 4 days, 17:09:37, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2000, top5_acc: 0.4375, loss_cls: 3.8574, loss: 3.8574, grad_norm: 2.0393 2021-07-07 18:37:11,898 - mmaction - INFO - Epoch [12][1700/1879] lr: 4.132e-02, eta: 4 days, 17:09:06, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4437, loss_cls: 3.7914, loss: 3.7914, grad_norm: 2.0434 2021-07-07 18:37:29,043 - mmaction - INFO - Epoch [12][1720/1879] lr: 4.135e-02, eta: 4 days, 17:08:35, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2102, top5_acc: 0.4410, loss_cls: 3.7835, loss: 3.7835, grad_norm: 2.0410 2021-07-07 18:37:46,049 - mmaction - INFO - Epoch [12][1740/1879] lr: 4.138e-02, eta: 4 days, 17:08:01, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.2094, top5_acc: 0.4410, loss_cls: 3.7934, loss: 3.7934, grad_norm: 2.0170 2021-07-07 18:38:03,041 - mmaction - INFO - Epoch [12][1760/1879] lr: 4.141e-02, eta: 4 days, 17:07:28, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.2039, top5_acc: 0.4125, loss_cls: 3.8414, loss: 3.8414, grad_norm: 2.0997 2021-07-07 18:38:20,170 - mmaction - INFO - Epoch [12][1780/1879] lr: 4.143e-02, eta: 4 days, 17:06:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2125, top5_acc: 0.4301, loss_cls: 3.8170, loss: 3.8170, grad_norm: 2.0343 2021-07-07 18:38:37,427 - mmaction - INFO - Epoch [12][1800/1879] lr: 4.146e-02, eta: 4 days, 17:06:29, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.1988, top5_acc: 0.4363, loss_cls: 3.8125, loss: 3.8125, grad_norm: 2.0782 2021-07-07 18:38:54,518 - mmaction - INFO - Epoch [12][1820/1879] lr: 4.149e-02, eta: 4 days, 17:05:58, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1793, top5_acc: 0.4168, loss_cls: 3.9021, loss: 3.9021, grad_norm: 2.0400 2021-07-07 18:39:11,538 - mmaction - INFO - Epoch [12][1840/1879] lr: 4.152e-02, eta: 4 days, 17:05:25, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2008, top5_acc: 0.4398, loss_cls: 3.7924, loss: 3.7924, grad_norm: 1.9965 2021-07-07 18:39:28,640 - mmaction - INFO - Epoch [12][1860/1879] lr: 4.155e-02, eta: 4 days, 17:04:54, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2012, top5_acc: 0.4430, loss_cls: 3.8038, loss: 3.8038, grad_norm: 2.1139 2021-07-07 18:39:48,012 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 18:39:48,016 - mmaction - INFO - 106 BN found 2021-07-07 18:44:23,985 - mmaction - INFO - BN stats updated 2021-07-07 18:44:26,006 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-07-07 18:46:39,795 - mmaction - INFO - Epoch [13][20/1879] lr: 4.157e-02, eta: 4 days, 17:36:21, time: 6.461, data_time: 5.600, memory: 6462, top1_acc: 0.1938, top5_acc: 0.4250, loss_cls: 3.8357, loss: 3.8357, grad_norm: 2.0842 2021-07-07 18:46:56,358 - mmaction - INFO - Epoch [13][40/1879] lr: 4.159e-02, eta: 4 days, 17:35:38, time: 0.830, data_time: 0.008, memory: 6462, top1_acc: 0.2078, top5_acc: 0.4363, loss_cls: 3.7739, loss: 3.7739, grad_norm: 2.0696 2021-07-07 18:47:12,896 - mmaction - INFO - Epoch [13][60/1879] lr: 4.162e-02, eta: 4 days, 17:34:53, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4566, loss_cls: 3.7289, loss: 3.7289, grad_norm: 2.0874 2021-07-07 18:47:29,405 - mmaction - INFO - Epoch [13][80/1879] lr: 4.165e-02, eta: 4 days, 17:34:09, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.2074, top5_acc: 0.4422, loss_cls: 3.8316, loss: 3.8316, grad_norm: 2.0866 2021-07-07 18:47:46,194 - mmaction - INFO - Epoch [13][100/1879] lr: 4.168e-02, eta: 4 days, 17:33:30, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.2062, top5_acc: 0.4422, loss_cls: 3.7875, loss: 3.7875, grad_norm: 2.0699 2021-07-07 18:48:02,950 - mmaction - INFO - Epoch [13][120/1879] lr: 4.171e-02, eta: 4 days, 17:32:51, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.2129, top5_acc: 0.4383, loss_cls: 3.7824, loss: 3.7824, grad_norm: 2.0866 2021-07-07 18:48:19,700 - mmaction - INFO - Epoch [13][140/1879] lr: 4.173e-02, eta: 4 days, 17:32:11, time: 0.837, data_time: 0.000, memory: 6462, top1_acc: 0.2051, top5_acc: 0.4316, loss_cls: 3.7913, loss: 3.7913, grad_norm: 2.0870 2021-07-07 18:48:36,471 - mmaction - INFO - Epoch [13][160/1879] lr: 4.176e-02, eta: 4 days, 17:31:31, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.2051, top5_acc: 0.4238, loss_cls: 3.8365, loss: 3.8365, grad_norm: 2.0406 2021-07-07 18:48:53,291 - mmaction - INFO - Epoch [13][180/1879] lr: 4.179e-02, eta: 4 days, 17:30:52, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.2125, top5_acc: 0.4367, loss_cls: 3.7430, loss: 3.7430, grad_norm: 2.0769 2021-07-07 18:49:10,262 - mmaction - INFO - Epoch [13][200/1879] lr: 4.182e-02, eta: 4 days, 17:30:18, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.2051, top5_acc: 0.4449, loss_cls: 3.7544, loss: 3.7544, grad_norm: 2.1042 2021-07-07 18:49:27,381 - mmaction - INFO - Epoch [13][220/1879] lr: 4.185e-02, eta: 4 days, 17:29:46, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2043, top5_acc: 0.4492, loss_cls: 3.7656, loss: 3.7656, grad_norm: 2.1027 2021-07-07 18:49:44,375 - mmaction - INFO - Epoch [13][240/1879] lr: 4.187e-02, eta: 4 days, 17:29:11, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.2199, top5_acc: 0.4406, loss_cls: 3.7557, loss: 3.7557, grad_norm: 2.0300 2021-07-07 18:50:01,436 - mmaction - INFO - Epoch [13][260/1879] lr: 4.190e-02, eta: 4 days, 17:28:38, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.7659, loss: 3.7659, grad_norm: 2.1135 2021-07-07 18:50:18,633 - mmaction - INFO - Epoch [13][280/1879] lr: 4.193e-02, eta: 4 days, 17:28:07, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.2043, top5_acc: 0.4316, loss_cls: 3.8003, loss: 3.8003, grad_norm: 2.1047 2021-07-07 18:50:35,811 - mmaction - INFO - Epoch [13][300/1879] lr: 4.196e-02, eta: 4 days, 17:27:36, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2133, top5_acc: 0.4605, loss_cls: 3.7485, loss: 3.7485, grad_norm: 2.0852 2021-07-07 18:50:53,004 - mmaction - INFO - Epoch [13][320/1879] lr: 4.199e-02, eta: 4 days, 17:27:06, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.2082, top5_acc: 0.4266, loss_cls: 3.8163, loss: 3.8163, grad_norm: 2.1446 2021-07-07 18:51:10,114 - mmaction - INFO - Epoch [13][340/1879] lr: 4.201e-02, eta: 4 days, 17:26:33, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2031, top5_acc: 0.4262, loss_cls: 3.8156, loss: 3.8156, grad_norm: 2.0776 2021-07-07 18:51:27,195 - mmaction - INFO - Epoch [13][360/1879] lr: 4.204e-02, eta: 4 days, 17:26:01, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2020, top5_acc: 0.4383, loss_cls: 3.8082, loss: 3.8082, grad_norm: 2.1352 2021-07-07 18:51:44,253 - mmaction - INFO - Epoch [13][380/1879] lr: 4.207e-02, eta: 4 days, 17:25:27, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2012, top5_acc: 0.4328, loss_cls: 3.7844, loss: 3.7844, grad_norm: 2.0361 2021-07-07 18:52:01,453 - mmaction - INFO - Epoch [13][400/1879] lr: 4.210e-02, eta: 4 days, 17:24:57, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4590, loss_cls: 3.6800, loss: 3.6800, grad_norm: 2.1048 2021-07-07 18:52:18,478 - mmaction - INFO - Epoch [13][420/1879] lr: 4.213e-02, eta: 4 days, 17:24:23, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2094, top5_acc: 0.4383, loss_cls: 3.7810, loss: 3.7810, grad_norm: 2.1089 2021-07-07 18:52:35,652 - mmaction - INFO - Epoch [13][440/1879] lr: 4.215e-02, eta: 4 days, 17:23:52, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2055, top5_acc: 0.4324, loss_cls: 3.7777, loss: 3.7777, grad_norm: 2.1066 2021-07-07 18:52:52,798 - mmaction - INFO - Epoch [13][460/1879] lr: 4.218e-02, eta: 4 days, 17:23:20, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2141, top5_acc: 0.4398, loss_cls: 3.8324, loss: 3.8324, grad_norm: 2.0823 2021-07-07 18:53:09,718 - mmaction - INFO - Epoch [13][480/1879] lr: 4.221e-02, eta: 4 days, 17:22:45, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.2133, top5_acc: 0.4410, loss_cls: 3.7526, loss: 3.7526, grad_norm: 2.0815 2021-07-07 18:53:26,954 - mmaction - INFO - Epoch [13][500/1879] lr: 4.224e-02, eta: 4 days, 17:22:15, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.1969, top5_acc: 0.4457, loss_cls: 3.7678, loss: 3.7678, grad_norm: 2.0697 2021-07-07 18:53:44,084 - mmaction - INFO - Epoch [13][520/1879] lr: 4.227e-02, eta: 4 days, 17:21:44, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2102, top5_acc: 0.4516, loss_cls: 3.7702, loss: 3.7702, grad_norm: 2.0852 2021-07-07 18:54:01,258 - mmaction - INFO - Epoch [13][540/1879] lr: 4.229e-02, eta: 4 days, 17:21:13, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2113, top5_acc: 0.4492, loss_cls: 3.7330, loss: 3.7330, grad_norm: 2.0836 2021-07-07 18:54:18,555 - mmaction - INFO - Epoch [13][560/1879] lr: 4.232e-02, eta: 4 days, 17:20:45, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.1949, top5_acc: 0.4215, loss_cls: 3.8441, loss: 3.8441, grad_norm: 2.0874 2021-07-07 18:54:35,833 - mmaction - INFO - Epoch [13][580/1879] lr: 4.235e-02, eta: 4 days, 17:20:16, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4484, loss_cls: 3.7828, loss: 3.7828, grad_norm: 2.1077 2021-07-07 18:54:53,110 - mmaction - INFO - Epoch [13][600/1879] lr: 4.238e-02, eta: 4 days, 17:19:48, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.2133, top5_acc: 0.4445, loss_cls: 3.7487, loss: 3.7487, grad_norm: 2.0860 2021-07-07 18:55:10,240 - mmaction - INFO - Epoch [13][620/1879] lr: 4.241e-02, eta: 4 days, 17:19:16, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2125, top5_acc: 0.4492, loss_cls: 3.7768, loss: 3.7768, grad_norm: 2.0847 2021-07-07 18:55:27,524 - mmaction - INFO - Epoch [13][640/1879] lr: 4.243e-02, eta: 4 days, 17:18:48, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.1996, top5_acc: 0.4273, loss_cls: 3.8033, loss: 3.8033, grad_norm: 2.0366 2021-07-07 18:55:44,680 - mmaction - INFO - Epoch [13][660/1879] lr: 4.246e-02, eta: 4 days, 17:18:17, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.2195, top5_acc: 0.4441, loss_cls: 3.7675, loss: 3.7675, grad_norm: 2.0599 2021-07-07 18:56:01,821 - mmaction - INFO - Epoch [13][680/1879] lr: 4.249e-02, eta: 4 days, 17:17:45, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4469, loss_cls: 3.7760, loss: 3.7760, grad_norm: 2.0844 2021-07-07 18:56:18,949 - mmaction - INFO - Epoch [13][700/1879] lr: 4.252e-02, eta: 4 days, 17:17:14, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2152, top5_acc: 0.4504, loss_cls: 3.7530, loss: 3.7530, grad_norm: 2.1119 2021-07-07 18:56:35,920 - mmaction - INFO - Epoch [13][720/1879] lr: 4.255e-02, eta: 4 days, 17:16:40, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4555, loss_cls: 3.7362, loss: 3.7362, grad_norm: 2.0875 2021-07-07 18:56:53,107 - mmaction - INFO - Epoch [13][740/1879] lr: 4.257e-02, eta: 4 days, 17:16:10, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.2133, top5_acc: 0.4457, loss_cls: 3.8220, loss: 3.8220, grad_norm: 2.1081 2021-07-07 18:57:10,276 - mmaction - INFO - Epoch [13][760/1879] lr: 4.260e-02, eta: 4 days, 17:15:39, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.1949, top5_acc: 0.4410, loss_cls: 3.7907, loss: 3.7907, grad_norm: 2.0566 2021-07-07 18:57:27,444 - mmaction - INFO - Epoch [13][780/1879] lr: 4.263e-02, eta: 4 days, 17:15:08, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.2219, top5_acc: 0.4648, loss_cls: 3.6975, loss: 3.6975, grad_norm: 2.0695 2021-07-07 18:57:44,643 - mmaction - INFO - Epoch [13][800/1879] lr: 4.266e-02, eta: 4 days, 17:14:38, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2137, top5_acc: 0.4594, loss_cls: 3.7407, loss: 3.7407, grad_norm: 2.1278 2021-07-07 18:58:01,909 - mmaction - INFO - Epoch [13][820/1879] lr: 4.269e-02, eta: 4 days, 17:14:09, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4523, loss_cls: 3.7625, loss: 3.7625, grad_norm: 2.1239 2021-07-07 18:58:19,028 - mmaction - INFO - Epoch [13][840/1879] lr: 4.271e-02, eta: 4 days, 17:13:38, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4414, loss_cls: 3.7659, loss: 3.7659, grad_norm: 2.0702 2021-07-07 18:58:36,237 - mmaction - INFO - Epoch [13][860/1879] lr: 4.274e-02, eta: 4 days, 17:13:08, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2219, top5_acc: 0.4508, loss_cls: 3.7532, loss: 3.7532, grad_norm: 2.0957 2021-07-07 18:58:53,357 - mmaction - INFO - Epoch [13][880/1879] lr: 4.277e-02, eta: 4 days, 17:12:37, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.2230, top5_acc: 0.4430, loss_cls: 3.7830, loss: 3.7830, grad_norm: 2.1084 2021-07-07 18:59:10,562 - mmaction - INFO - Epoch [13][900/1879] lr: 4.280e-02, eta: 4 days, 17:12:07, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.2207, top5_acc: 0.4336, loss_cls: 3.7584, loss: 3.7584, grad_norm: 2.0799 2021-07-07 18:59:27,724 - mmaction - INFO - Epoch [13][920/1879] lr: 4.283e-02, eta: 4 days, 17:11:37, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2090, top5_acc: 0.4250, loss_cls: 3.7553, loss: 3.7553, grad_norm: 2.0602 2021-07-07 18:59:44,919 - mmaction - INFO - Epoch [13][940/1879] lr: 4.285e-02, eta: 4 days, 17:11:08, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.2109, top5_acc: 0.4289, loss_cls: 3.8211, loss: 3.8211, grad_norm: 2.0752 2021-07-07 19:00:01,987 - mmaction - INFO - Epoch [13][960/1879] lr: 4.288e-02, eta: 4 days, 17:10:36, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2141, top5_acc: 0.4547, loss_cls: 3.7336, loss: 3.7336, grad_norm: 2.0458 2021-07-07 19:00:19,043 - mmaction - INFO - Epoch [13][980/1879] lr: 4.291e-02, eta: 4 days, 17:10:02, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.2043, top5_acc: 0.4500, loss_cls: 3.7721, loss: 3.7721, grad_norm: 2.0909 2021-07-07 19:00:36,264 - mmaction - INFO - Epoch [13][1000/1879] lr: 4.294e-02, eta: 4 days, 17:09:33, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4539, loss_cls: 3.7477, loss: 3.7477, grad_norm: 2.0806 2021-07-07 19:00:53,399 - mmaction - INFO - Epoch [13][1020/1879] lr: 4.297e-02, eta: 4 days, 17:09:03, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.1977, top5_acc: 0.4301, loss_cls: 3.8139, loss: 3.8139, grad_norm: 2.0561 2021-07-07 19:01:10,621 - mmaction - INFO - Epoch [13][1040/1879] lr: 4.299e-02, eta: 4 days, 17:08:33, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.2074, top5_acc: 0.4367, loss_cls: 3.7434, loss: 3.7434, grad_norm: 2.0216 2021-07-07 19:01:27,666 - mmaction - INFO - Epoch [13][1060/1879] lr: 4.302e-02, eta: 4 days, 17:08:01, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4516, loss_cls: 3.6943, loss: 3.6943, grad_norm: 2.0423 2021-07-07 19:01:44,918 - mmaction - INFO - Epoch [13][1080/1879] lr: 4.305e-02, eta: 4 days, 17:07:31, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2086, top5_acc: 0.4402, loss_cls: 3.7599, loss: 3.7599, grad_norm: 2.0993 2021-07-07 19:02:02,045 - mmaction - INFO - Epoch [13][1100/1879] lr: 4.308e-02, eta: 4 days, 17:07:02, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2008, top5_acc: 0.4336, loss_cls: 3.8350, loss: 3.8350, grad_norm: 2.0966 2021-07-07 19:02:19,083 - mmaction - INFO - Epoch [13][1120/1879] lr: 4.311e-02, eta: 4 days, 17:06:29, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2031, top5_acc: 0.4344, loss_cls: 3.8073, loss: 3.8073, grad_norm: 2.0732 2021-07-07 19:02:36,119 - mmaction - INFO - Epoch [13][1140/1879] lr: 4.313e-02, eta: 4 days, 17:05:55, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2055, top5_acc: 0.4520, loss_cls: 3.7694, loss: 3.7694, grad_norm: 2.0620 2021-07-07 19:02:53,152 - mmaction - INFO - Epoch [13][1160/1879] lr: 4.316e-02, eta: 4 days, 17:05:23, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4457, loss_cls: 3.7403, loss: 3.7403, grad_norm: 2.1034 2021-07-07 19:03:10,132 - mmaction - INFO - Epoch [13][1180/1879] lr: 4.319e-02, eta: 4 days, 17:04:50, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.2184, top5_acc: 0.4492, loss_cls: 3.7512, loss: 3.7512, grad_norm: 2.0544 2021-07-07 19:03:27,349 - mmaction - INFO - Epoch [13][1200/1879] lr: 4.322e-02, eta: 4 days, 17:04:20, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.7421, loss: 3.7421, grad_norm: 2.0916 2021-07-07 19:03:44,441 - mmaction - INFO - Epoch [13][1220/1879] lr: 4.325e-02, eta: 4 days, 17:03:48, time: 0.854, data_time: 0.007, memory: 6462, top1_acc: 0.2164, top5_acc: 0.4473, loss_cls: 3.7257, loss: 3.7257, grad_norm: 2.0914 2021-07-07 19:04:01,486 - mmaction - INFO - Epoch [13][1240/1879] lr: 4.327e-02, eta: 4 days, 17:03:17, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4395, loss_cls: 3.8077, loss: 3.8077, grad_norm: 2.0926 2021-07-07 19:04:18,583 - mmaction - INFO - Epoch [13][1260/1879] lr: 4.330e-02, eta: 4 days, 17:02:44, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4469, loss_cls: 3.7453, loss: 3.7453, grad_norm: 2.0945 2021-07-07 19:04:35,732 - mmaction - INFO - Epoch [13][1280/1879] lr: 4.333e-02, eta: 4 days, 17:02:15, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4684, loss_cls: 3.6282, loss: 3.6282, grad_norm: 2.1038 2021-07-07 19:04:52,740 - mmaction - INFO - Epoch [13][1300/1879] lr: 4.336e-02, eta: 4 days, 17:01:41, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2086, top5_acc: 0.4391, loss_cls: 3.7335, loss: 3.7335, grad_norm: 2.0458 2021-07-07 19:05:09,932 - mmaction - INFO - Epoch [13][1320/1879] lr: 4.339e-02, eta: 4 days, 17:01:13, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.2125, top5_acc: 0.4484, loss_cls: 3.7357, loss: 3.7357, grad_norm: 2.1114 2021-07-07 19:05:27,004 - mmaction - INFO - Epoch [13][1340/1879] lr: 4.341e-02, eta: 4 days, 17:00:40, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.2094, top5_acc: 0.4547, loss_cls: 3.6871, loss: 3.6871, grad_norm: 2.1035 2021-07-07 19:05:44,209 - mmaction - INFO - Epoch [13][1360/1879] lr: 4.344e-02, eta: 4 days, 17:00:11, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.2188, top5_acc: 0.4437, loss_cls: 3.7610, loss: 3.7610, grad_norm: 2.0582 2021-07-07 19:06:01,551 - mmaction - INFO - Epoch [13][1380/1879] lr: 4.347e-02, eta: 4 days, 16:59:45, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4531, loss_cls: 3.7474, loss: 3.7474, grad_norm: 2.0740 2021-07-07 19:06:18,748 - mmaction - INFO - Epoch [13][1400/1879] lr: 4.350e-02, eta: 4 days, 16:59:16, time: 0.859, data_time: 0.000, memory: 6462, top1_acc: 0.2199, top5_acc: 0.4395, loss_cls: 3.7240, loss: 3.7240, grad_norm: 2.0853 2021-07-07 19:06:35,796 - mmaction - INFO - Epoch [13][1420/1879] lr: 4.353e-02, eta: 4 days, 16:58:44, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2051, top5_acc: 0.4531, loss_cls: 3.7326, loss: 3.7326, grad_norm: 2.0589 2021-07-07 19:06:52,966 - mmaction - INFO - Epoch [13][1440/1879] lr: 4.355e-02, eta: 4 days, 16:58:14, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4699, loss_cls: 3.6861, loss: 3.6861, grad_norm: 2.0899 2021-07-07 19:07:10,212 - mmaction - INFO - Epoch [13][1460/1879] lr: 4.358e-02, eta: 4 days, 16:57:45, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4512, loss_cls: 3.7392, loss: 3.7392, grad_norm: 2.1048 2021-07-07 19:07:27,304 - mmaction - INFO - Epoch [13][1480/1879] lr: 4.361e-02, eta: 4 days, 16:57:14, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2156, top5_acc: 0.4496, loss_cls: 3.7027, loss: 3.7027, grad_norm: 2.0928 2021-07-07 19:07:44,379 - mmaction - INFO - Epoch [13][1500/1879] lr: 4.364e-02, eta: 4 days, 16:56:42, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2207, top5_acc: 0.4543, loss_cls: 3.7224, loss: 3.7224, grad_norm: 2.1081 2021-07-07 19:08:01,499 - mmaction - INFO - Epoch [13][1520/1879] lr: 4.367e-02, eta: 4 days, 16:56:12, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4527, loss_cls: 3.7410, loss: 3.7410, grad_norm: 2.0872 2021-07-07 19:08:18,685 - mmaction - INFO - Epoch [13][1540/1879] lr: 4.370e-02, eta: 4 days, 16:55:42, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.2160, top5_acc: 0.4555, loss_cls: 3.7440, loss: 3.7440, grad_norm: 2.1264 2021-07-07 19:08:35,801 - mmaction - INFO - Epoch [13][1560/1879] lr: 4.372e-02, eta: 4 days, 16:55:12, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2254, top5_acc: 0.4629, loss_cls: 3.6549, loss: 3.6549, grad_norm: 2.1002 2021-07-07 19:08:52,850 - mmaction - INFO - Epoch [13][1580/1879] lr: 4.375e-02, eta: 4 days, 16:54:40, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4582, loss_cls: 3.6956, loss: 3.6956, grad_norm: 2.0903 2021-07-07 19:09:09,991 - mmaction - INFO - Epoch [13][1600/1879] lr: 4.378e-02, eta: 4 days, 16:54:09, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.2102, top5_acc: 0.4539, loss_cls: 3.7277, loss: 3.7277, grad_norm: 2.1008 2021-07-07 19:09:27,116 - mmaction - INFO - Epoch [13][1620/1879] lr: 4.381e-02, eta: 4 days, 16:53:40, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4699, loss_cls: 3.6812, loss: 3.6812, grad_norm: 2.0634 2021-07-07 19:09:44,603 - mmaction - INFO - Epoch [13][1640/1879] lr: 4.384e-02, eta: 4 days, 16:53:15, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2172, top5_acc: 0.4664, loss_cls: 3.6832, loss: 3.6832, grad_norm: 2.1009 2021-07-07 19:10:01,775 - mmaction - INFO - Epoch [13][1660/1879] lr: 4.386e-02, eta: 4 days, 16:52:46, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2121, top5_acc: 0.4520, loss_cls: 3.7401, loss: 3.7401, grad_norm: 2.1130 2021-07-07 19:10:18,909 - mmaction - INFO - Epoch [13][1680/1879] lr: 4.389e-02, eta: 4 days, 16:52:16, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.2074, top5_acc: 0.4496, loss_cls: 3.7521, loss: 3.7521, grad_norm: 2.1284 2021-07-07 19:10:36,035 - mmaction - INFO - Epoch [13][1700/1879] lr: 4.392e-02, eta: 4 days, 16:51:46, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.2215, top5_acc: 0.4535, loss_cls: 3.7297, loss: 3.7297, grad_norm: 2.1260 2021-07-07 19:10:53,177 - mmaction - INFO - Epoch [13][1720/1879] lr: 4.395e-02, eta: 4 days, 16:51:16, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2074, top5_acc: 0.4496, loss_cls: 3.7578, loss: 3.7578, grad_norm: 2.0816 2021-07-07 19:11:10,235 - mmaction - INFO - Epoch [13][1740/1879] lr: 4.398e-02, eta: 4 days, 16:50:44, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2332, top5_acc: 0.4648, loss_cls: 3.7225, loss: 3.7225, grad_norm: 2.0863 2021-07-07 19:11:27,293 - mmaction - INFO - Epoch [13][1760/1879] lr: 4.400e-02, eta: 4 days, 16:50:13, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2129, top5_acc: 0.4562, loss_cls: 3.6920, loss: 3.6920, grad_norm: 2.0602 2021-07-07 19:11:44,665 - mmaction - INFO - Epoch [13][1780/1879] lr: 4.403e-02, eta: 4 days, 16:49:46, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.2367, top5_acc: 0.4645, loss_cls: 3.6450, loss: 3.6450, grad_norm: 2.1122 2021-07-07 19:12:01,769 - mmaction - INFO - Epoch [13][1800/1879] lr: 4.406e-02, eta: 4 days, 16:49:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2254, top5_acc: 0.4566, loss_cls: 3.7156, loss: 3.7156, grad_norm: 2.1213 2021-07-07 19:12:18,981 - mmaction - INFO - Epoch [13][1820/1879] lr: 4.409e-02, eta: 4 days, 16:48:47, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2289, top5_acc: 0.4656, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.0901 2021-07-07 19:12:35,959 - mmaction - INFO - Epoch [13][1840/1879] lr: 4.412e-02, eta: 4 days, 16:48:15, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.2137, top5_acc: 0.4410, loss_cls: 3.7410, loss: 3.7410, grad_norm: 2.0927 2021-07-07 19:12:53,269 - mmaction - INFO - Epoch [13][1860/1879] lr: 4.414e-02, eta: 4 days, 16:47:49, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4590, loss_cls: 3.7061, loss: 3.7061, grad_norm: 2.1153 2021-07-07 19:13:22,076 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 19:13:22,081 - mmaction - INFO - 106 BN found 2021-07-07 19:17:56,664 - mmaction - INFO - BN stats updated 2021-07-07 19:20:20,985 - mmaction - INFO - Epoch [14][20/1879] lr: 4.416e-02, eta: 4 days, 17:20:43, time: 7.112, data_time: 6.198, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4637, loss_cls: 3.6716, loss: 3.6716, grad_norm: 2.0976 2021-07-07 19:20:37,496 - mmaction - INFO - Epoch [14][40/1879] lr: 4.418e-02, eta: 4 days, 17:20:00, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.2184, top5_acc: 0.4527, loss_cls: 3.7351, loss: 3.7351, grad_norm: 2.0799 2021-07-07 19:20:54,171 - mmaction - INFO - Epoch [14][60/1879] lr: 4.421e-02, eta: 4 days, 17:19:20, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.2055, top5_acc: 0.4426, loss_cls: 3.7389, loss: 3.7389, grad_norm: 2.0809 2021-07-07 19:21:10,849 - mmaction - INFO - Epoch [14][80/1879] lr: 4.424e-02, eta: 4 days, 17:18:39, time: 0.833, data_time: 0.001, memory: 6462, top1_acc: 0.2250, top5_acc: 0.4637, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.1056 2021-07-07 19:21:27,595 - mmaction - INFO - Epoch [14][100/1879] lr: 4.427e-02, eta: 4 days, 17:18:01, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.2086, top5_acc: 0.4578, loss_cls: 3.7350, loss: 3.7350, grad_norm: 2.0970 2021-07-07 19:21:44,249 - mmaction - INFO - Epoch [14][120/1879] lr: 4.430e-02, eta: 4 days, 17:17:20, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4559, loss_cls: 3.7419, loss: 3.7419, grad_norm: 2.0909 2021-07-07 19:22:00,953 - mmaction - INFO - Epoch [14][140/1879] lr: 4.432e-02, eta: 4 days, 17:16:40, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.2281, top5_acc: 0.4582, loss_cls: 3.6673, loss: 3.6673, grad_norm: 2.0650 2021-07-07 19:22:17,753 - mmaction - INFO - Epoch [14][160/1879] lr: 4.435e-02, eta: 4 days, 17:16:04, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.2285, top5_acc: 0.4594, loss_cls: 3.6969, loss: 3.6969, grad_norm: 2.0707 2021-07-07 19:22:34,662 - mmaction - INFO - Epoch [14][180/1879] lr: 4.438e-02, eta: 4 days, 17:15:27, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.2352, top5_acc: 0.4809, loss_cls: 3.5950, loss: 3.5950, grad_norm: 2.0804 2021-07-07 19:22:51,661 - mmaction - INFO - Epoch [14][200/1879] lr: 4.441e-02, eta: 4 days, 17:14:54, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4719, loss_cls: 3.6668, loss: 3.6668, grad_norm: 2.1058 2021-07-07 19:23:08,645 - mmaction - INFO - Epoch [14][220/1879] lr: 4.444e-02, eta: 4 days, 17:14:19, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.2273, top5_acc: 0.4648, loss_cls: 3.6515, loss: 3.6515, grad_norm: 2.1371 2021-07-07 19:23:25,685 - mmaction - INFO - Epoch [14][240/1879] lr: 4.446e-02, eta: 4 days, 17:13:47, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2289, top5_acc: 0.4531, loss_cls: 3.6970, loss: 3.6970, grad_norm: 2.0971 2021-07-07 19:23:42,882 - mmaction - INFO - Epoch [14][260/1879] lr: 4.449e-02, eta: 4 days, 17:13:15, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2203, top5_acc: 0.4695, loss_cls: 3.6592, loss: 3.6592, grad_norm: 2.0692 2021-07-07 19:23:59,991 - mmaction - INFO - Epoch [14][280/1879] lr: 4.452e-02, eta: 4 days, 17:12:44, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2305, top5_acc: 0.4574, loss_cls: 3.6568, loss: 3.6568, grad_norm: 2.1288 2021-07-07 19:24:17,115 - mmaction - INFO - Epoch [14][300/1879] lr: 4.455e-02, eta: 4 days, 17:12:12, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4680, loss_cls: 3.6722, loss: 3.6722, grad_norm: 2.1368 2021-07-07 19:24:34,188 - mmaction - INFO - Epoch [14][320/1879] lr: 4.458e-02, eta: 4 days, 17:11:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4711, loss_cls: 3.6576, loss: 3.6576, grad_norm: 2.1064 2021-07-07 19:24:51,355 - mmaction - INFO - Epoch [14][340/1879] lr: 4.460e-02, eta: 4 days, 17:11:09, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4578, loss_cls: 3.6705, loss: 3.6705, grad_norm: 2.1504 2021-07-07 19:25:08,651 - mmaction - INFO - Epoch [14][360/1879] lr: 4.463e-02, eta: 4 days, 17:10:41, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.2363, top5_acc: 0.4719, loss_cls: 3.6448, loss: 3.6448, grad_norm: 2.0990 2021-07-07 19:25:25,725 - mmaction - INFO - Epoch [14][380/1879] lr: 4.466e-02, eta: 4 days, 17:10:09, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4797, loss_cls: 3.5920, loss: 3.5920, grad_norm: 2.1423 2021-07-07 19:25:42,853 - mmaction - INFO - Epoch [14][400/1879] lr: 4.469e-02, eta: 4 days, 17:09:37, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4820, loss_cls: 3.5810, loss: 3.5810, grad_norm: 2.0925 2021-07-07 19:25:59,921 - mmaction - INFO - Epoch [14][420/1879] lr: 4.472e-02, eta: 4 days, 17:09:05, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4867, loss_cls: 3.5874, loss: 3.5874, grad_norm: 2.0803 2021-07-07 19:26:17,024 - mmaction - INFO - Epoch [14][440/1879] lr: 4.474e-02, eta: 4 days, 17:08:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2277, top5_acc: 0.4684, loss_cls: 3.6557, loss: 3.6557, grad_norm: 2.1026 2021-07-07 19:26:34,365 - mmaction - INFO - Epoch [14][460/1879] lr: 4.477e-02, eta: 4 days, 17:08:06, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.2398, top5_acc: 0.4773, loss_cls: 3.6370, loss: 3.6370, grad_norm: 2.1149 2021-07-07 19:26:51,356 - mmaction - INFO - Epoch [14][480/1879] lr: 4.480e-02, eta: 4 days, 17:07:33, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2297, top5_acc: 0.4656, loss_cls: 3.6728, loss: 3.6728, grad_norm: 2.1372 2021-07-07 19:27:08,435 - mmaction - INFO - Epoch [14][500/1879] lr: 4.483e-02, eta: 4 days, 17:07:00, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2324, top5_acc: 0.4656, loss_cls: 3.6308, loss: 3.6308, grad_norm: 2.1063 2021-07-07 19:27:25,503 - mmaction - INFO - Epoch [14][520/1879] lr: 4.486e-02, eta: 4 days, 17:06:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.2309, top5_acc: 0.4629, loss_cls: 3.6828, loss: 3.6828, grad_norm: 2.1553 2021-07-07 19:27:42,712 - mmaction - INFO - Epoch [14][540/1879] lr: 4.488e-02, eta: 4 days, 17:05:57, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2285, top5_acc: 0.4715, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.1481 2021-07-07 19:27:59,840 - mmaction - INFO - Epoch [14][560/1879] lr: 4.491e-02, eta: 4 days, 17:05:28, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.2273, top5_acc: 0.4695, loss_cls: 3.6325, loss: 3.6325, grad_norm: 2.0658 2021-07-07 19:28:16,879 - mmaction - INFO - Epoch [14][580/1879] lr: 4.494e-02, eta: 4 days, 17:04:55, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.2027, top5_acc: 0.4445, loss_cls: 3.7872, loss: 3.7872, grad_norm: 2.1907 2021-07-07 19:28:33,992 - mmaction - INFO - Epoch [14][600/1879] lr: 4.497e-02, eta: 4 days, 17:04:23, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4746, loss_cls: 3.6671, loss: 3.6671, grad_norm: 2.0605 2021-07-07 19:28:51,132 - mmaction - INFO - Epoch [14][620/1879] lr: 4.500e-02, eta: 4 days, 17:03:52, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2375, top5_acc: 0.4801, loss_cls: 3.6208, loss: 3.6208, grad_norm: 2.1039 2021-07-07 19:29:08,207 - mmaction - INFO - Epoch [14][640/1879] lr: 4.502e-02, eta: 4 days, 17:03:20, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4637, loss_cls: 3.6600, loss: 3.6600, grad_norm: 2.1133 2021-07-07 19:29:25,294 - mmaction - INFO - Epoch [14][660/1879] lr: 4.505e-02, eta: 4 days, 17:02:48, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2313, top5_acc: 0.4730, loss_cls: 3.6890, loss: 3.6890, grad_norm: 2.0942 2021-07-07 19:29:42,418 - mmaction - INFO - Epoch [14][680/1879] lr: 4.508e-02, eta: 4 days, 17:02:17, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2277, top5_acc: 0.4719, loss_cls: 3.6501, loss: 3.6501, grad_norm: 2.1069 2021-07-07 19:29:59,574 - mmaction - INFO - Epoch [14][700/1879] lr: 4.511e-02, eta: 4 days, 17:01:47, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4711, loss_cls: 3.6318, loss: 3.6318, grad_norm: 2.1161 2021-07-07 19:30:16,647 - mmaction - INFO - Epoch [14][720/1879] lr: 4.514e-02, eta: 4 days, 17:01:15, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.2273, top5_acc: 0.4594, loss_cls: 3.6890, loss: 3.6890, grad_norm: 2.1319 2021-07-07 19:30:33,859 - mmaction - INFO - Epoch [14][740/1879] lr: 4.516e-02, eta: 4 days, 17:00:45, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4605, loss_cls: 3.6719, loss: 3.6719, grad_norm: 2.1017 2021-07-07 19:30:51,058 - mmaction - INFO - Epoch [14][760/1879] lr: 4.519e-02, eta: 4 days, 17:00:16, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.2215, top5_acc: 0.4660, loss_cls: 3.6490, loss: 3.6490, grad_norm: 2.0851 2021-07-07 19:31:08,054 - mmaction - INFO - Epoch [14][780/1879] lr: 4.522e-02, eta: 4 days, 16:59:43, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2461, top5_acc: 0.4793, loss_cls: 3.6003, loss: 3.6003, grad_norm: 2.0908 2021-07-07 19:31:25,148 - mmaction - INFO - Epoch [14][800/1879] lr: 4.525e-02, eta: 4 days, 16:59:11, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.2289, top5_acc: 0.4949, loss_cls: 3.6094, loss: 3.6094, grad_norm: 2.1044 2021-07-07 19:31:42,390 - mmaction - INFO - Epoch [14][820/1879] lr: 4.528e-02, eta: 4 days, 16:58:42, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4602, loss_cls: 3.6497, loss: 3.6497, grad_norm: 2.1278 2021-07-07 19:31:59,568 - mmaction - INFO - Epoch [14][840/1879] lr: 4.530e-02, eta: 4 days, 16:58:12, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.2328, top5_acc: 0.4688, loss_cls: 3.6050, loss: 3.6050, grad_norm: 2.1064 2021-07-07 19:32:16,809 - mmaction - INFO - Epoch [14][860/1879] lr: 4.533e-02, eta: 4 days, 16:57:43, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4543, loss_cls: 3.7062, loss: 3.7062, grad_norm: 2.1568 2021-07-07 19:32:33,886 - mmaction - INFO - Epoch [14][880/1879] lr: 4.536e-02, eta: 4 days, 16:57:12, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4605, loss_cls: 3.6805, loss: 3.6805, grad_norm: 2.1381 2021-07-07 19:32:51,091 - mmaction - INFO - Epoch [14][900/1879] lr: 4.539e-02, eta: 4 days, 16:56:43, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4527, loss_cls: 3.7013, loss: 3.7013, grad_norm: 2.1261 2021-07-07 19:33:08,317 - mmaction - INFO - Epoch [14][920/1879] lr: 4.542e-02, eta: 4 days, 16:56:13, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.2117, top5_acc: 0.4605, loss_cls: 3.6911, loss: 3.6911, grad_norm: 2.1384 2021-07-07 19:33:25,543 - mmaction - INFO - Epoch [14][940/1879] lr: 4.544e-02, eta: 4 days, 16:55:43, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2418, top5_acc: 0.4746, loss_cls: 3.6321, loss: 3.6321, grad_norm: 2.1400 2021-07-07 19:33:42,616 - mmaction - INFO - Epoch [14][960/1879] lr: 4.547e-02, eta: 4 days, 16:55:13, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2375, top5_acc: 0.4664, loss_cls: 3.6093, loss: 3.6093, grad_norm: 2.1108 2021-07-07 19:33:59,932 - mmaction - INFO - Epoch [14][980/1879] lr: 4.550e-02, eta: 4 days, 16:54:45, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.2285, top5_acc: 0.4590, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.0587 2021-07-07 19:34:17,105 - mmaction - INFO - Epoch [14][1000/1879] lr: 4.553e-02, eta: 4 days, 16:54:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.2437, top5_acc: 0.4730, loss_cls: 3.6299, loss: 3.6299, grad_norm: 2.1077 2021-07-07 19:34:34,336 - mmaction - INFO - Epoch [14][1020/1879] lr: 4.556e-02, eta: 4 days, 16:53:47, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.2410, top5_acc: 0.4770, loss_cls: 3.6212, loss: 3.6212, grad_norm: 2.1817 2021-07-07 19:34:51,403 - mmaction - INFO - Epoch [14][1040/1879] lr: 4.558e-02, eta: 4 days, 16:53:15, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2215, top5_acc: 0.4566, loss_cls: 3.6799, loss: 3.6799, grad_norm: 2.1685 2021-07-07 19:35:08,664 - mmaction - INFO - Epoch [14][1060/1879] lr: 4.561e-02, eta: 4 days, 16:52:47, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.2355, top5_acc: 0.4668, loss_cls: 3.6670, loss: 3.6670, grad_norm: 2.1322 2021-07-07 19:35:25,863 - mmaction - INFO - Epoch [14][1080/1879] lr: 4.564e-02, eta: 4 days, 16:52:17, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4586, loss_cls: 3.6569, loss: 3.6569, grad_norm: 2.0851 2021-07-07 19:35:42,750 - mmaction - INFO - Epoch [14][1100/1879] lr: 4.567e-02, eta: 4 days, 16:51:43, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.2195, top5_acc: 0.4688, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.0902 2021-07-07 19:36:00,014 - mmaction - INFO - Epoch [14][1120/1879] lr: 4.570e-02, eta: 4 days, 16:51:14, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4762, loss_cls: 3.6349, loss: 3.6349, grad_norm: 2.1007 2021-07-07 19:36:17,088 - mmaction - INFO - Epoch [14][1140/1879] lr: 4.572e-02, eta: 4 days, 16:50:43, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2367, top5_acc: 0.4801, loss_cls: 3.6106, loss: 3.6106, grad_norm: 2.1058 2021-07-07 19:36:34,333 - mmaction - INFO - Epoch [14][1160/1879] lr: 4.575e-02, eta: 4 days, 16:50:15, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4535, loss_cls: 3.6884, loss: 3.6884, grad_norm: 2.1781 2021-07-07 19:36:51,620 - mmaction - INFO - Epoch [14][1180/1879] lr: 4.578e-02, eta: 4 days, 16:49:47, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.2121, top5_acc: 0.4523, loss_cls: 3.6977, loss: 3.6977, grad_norm: 2.1468 2021-07-07 19:37:08,868 - mmaction - INFO - Epoch [14][1200/1879] lr: 4.581e-02, eta: 4 days, 16:49:18, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.2324, top5_acc: 0.4824, loss_cls: 3.6345, loss: 3.6345, grad_norm: 2.0855 2021-07-07 19:37:25,879 - mmaction - INFO - Epoch [14][1220/1879] lr: 4.584e-02, eta: 4 days, 16:48:46, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2363, top5_acc: 0.4754, loss_cls: 3.6151, loss: 3.6151, grad_norm: 2.0986 2021-07-07 19:37:43,171 - mmaction - INFO - Epoch [14][1240/1879] lr: 4.586e-02, eta: 4 days, 16:48:18, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4730, loss_cls: 3.6517, loss: 3.6517, grad_norm: 2.1322 2021-07-07 19:38:00,465 - mmaction - INFO - Epoch [14][1260/1879] lr: 4.589e-02, eta: 4 days, 16:47:52, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.2207, top5_acc: 0.4742, loss_cls: 3.6703, loss: 3.6703, grad_norm: 2.1810 2021-07-07 19:38:17,585 - mmaction - INFO - Epoch [14][1280/1879] lr: 4.592e-02, eta: 4 days, 16:47:20, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2348, top5_acc: 0.4801, loss_cls: 3.5889, loss: 3.5889, grad_norm: 2.0530 2021-07-07 19:38:34,691 - mmaction - INFO - Epoch [14][1300/1879] lr: 4.595e-02, eta: 4 days, 16:46:50, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4570, loss_cls: 3.6724, loss: 3.6724, grad_norm: 2.1166 2021-07-07 19:38:51,890 - mmaction - INFO - Epoch [14][1320/1879] lr: 4.598e-02, eta: 4 days, 16:46:20, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2215, top5_acc: 0.4723, loss_cls: 3.6577, loss: 3.6577, grad_norm: 2.1287 2021-07-07 19:39:08,809 - mmaction - INFO - Epoch [14][1340/1879] lr: 4.600e-02, eta: 4 days, 16:45:47, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.2375, top5_acc: 0.4691, loss_cls: 3.6233, loss: 3.6233, grad_norm: 2.1224 2021-07-07 19:39:25,990 - mmaction - INFO - Epoch [14][1360/1879] lr: 4.603e-02, eta: 4 days, 16:45:17, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2238, top5_acc: 0.4652, loss_cls: 3.6554, loss: 3.6554, grad_norm: 2.1312 2021-07-07 19:39:43,306 - mmaction - INFO - Epoch [14][1380/1879] lr: 4.606e-02, eta: 4 days, 16:44:50, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.2473, top5_acc: 0.4883, loss_cls: 3.5475, loss: 3.5475, grad_norm: 2.0906 2021-07-07 19:40:00,274 - mmaction - INFO - Epoch [14][1400/1879] lr: 4.609e-02, eta: 4 days, 16:44:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2348, top5_acc: 0.4715, loss_cls: 3.6209, loss: 3.6209, grad_norm: 2.1477 2021-07-07 19:40:17,377 - mmaction - INFO - Epoch [14][1420/1879] lr: 4.612e-02, eta: 4 days, 16:43:47, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2270, top5_acc: 0.4695, loss_cls: 3.6418, loss: 3.6418, grad_norm: 2.1448 2021-07-07 19:40:34,615 - mmaction - INFO - Epoch [14][1440/1879] lr: 4.614e-02, eta: 4 days, 16:43:18, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.2188, top5_acc: 0.4582, loss_cls: 3.6870, loss: 3.6870, grad_norm: 2.1911 2021-07-07 19:40:51,703 - mmaction - INFO - Epoch [14][1460/1879] lr: 4.617e-02, eta: 4 days, 16:42:48, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2285, top5_acc: 0.4562, loss_cls: 3.6661, loss: 3.6661, grad_norm: 2.0615 2021-07-07 19:41:08,797 - mmaction - INFO - Epoch [14][1480/1879] lr: 4.620e-02, eta: 4 days, 16:42:17, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2301, top5_acc: 0.4777, loss_cls: 3.6424, loss: 3.6424, grad_norm: 2.0783 2021-07-07 19:41:26,125 - mmaction - INFO - Epoch [14][1500/1879] lr: 4.623e-02, eta: 4 days, 16:41:50, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.2457, top5_acc: 0.4824, loss_cls: 3.6270, loss: 3.6270, grad_norm: 2.0801 2021-07-07 19:41:43,230 - mmaction - INFO - Epoch [14][1520/1879] lr: 4.626e-02, eta: 4 days, 16:41:19, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4621, loss_cls: 3.6309, loss: 3.6309, grad_norm: 2.0641 2021-07-07 19:42:00,353 - mmaction - INFO - Epoch [14][1540/1879] lr: 4.628e-02, eta: 4 days, 16:40:48, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.2273, top5_acc: 0.4676, loss_cls: 3.6318, loss: 3.6318, grad_norm: 2.0626 2021-07-07 19:42:17,366 - mmaction - INFO - Epoch [14][1560/1879] lr: 4.631e-02, eta: 4 days, 16:40:17, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4625, loss_cls: 3.6363, loss: 3.6363, grad_norm: 2.1739 2021-07-07 19:42:34,584 - mmaction - INFO - Epoch [14][1580/1879] lr: 4.634e-02, eta: 4 days, 16:39:49, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.2191, top5_acc: 0.4613, loss_cls: 3.6670, loss: 3.6670, grad_norm: 2.0962 2021-07-07 19:42:51,800 - mmaction - INFO - Epoch [14][1600/1879] lr: 4.637e-02, eta: 4 days, 16:39:21, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.2348, top5_acc: 0.4707, loss_cls: 3.6180, loss: 3.6180, grad_norm: 2.1211 2021-07-07 19:43:08,810 - mmaction - INFO - Epoch [14][1620/1879] lr: 4.640e-02, eta: 4 days, 16:38:48, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2164, top5_acc: 0.4457, loss_cls: 3.7605, loss: 3.7605, grad_norm: 2.1241 2021-07-07 19:43:25,803 - mmaction - INFO - Epoch [14][1640/1879] lr: 4.642e-02, eta: 4 days, 16:38:16, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2273, top5_acc: 0.4574, loss_cls: 3.6901, loss: 3.6901, grad_norm: 2.0609 2021-07-07 19:43:42,822 - mmaction - INFO - Epoch [14][1660/1879] lr: 4.645e-02, eta: 4 days, 16:37:44, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.2457, top5_acc: 0.4793, loss_cls: 3.6174, loss: 3.6174, grad_norm: 2.0644 2021-07-07 19:44:00,009 - mmaction - INFO - Epoch [14][1680/1879] lr: 4.648e-02, eta: 4 days, 16:37:15, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4844, loss_cls: 3.5582, loss: 3.5582, grad_norm: 2.1142 2021-07-07 19:44:17,155 - mmaction - INFO - Epoch [14][1700/1879] lr: 4.651e-02, eta: 4 days, 16:36:46, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.2523, top5_acc: 0.4719, loss_cls: 3.6261, loss: 3.6261, grad_norm: 2.1543 2021-07-07 19:44:34,217 - mmaction - INFO - Epoch [14][1720/1879] lr: 4.654e-02, eta: 4 days, 16:36:15, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4695, loss_cls: 3.6067, loss: 3.6067, grad_norm: 2.1059 2021-07-07 19:44:51,440 - mmaction - INFO - Epoch [14][1740/1879] lr: 4.656e-02, eta: 4 days, 16:35:46, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.2262, top5_acc: 0.4645, loss_cls: 3.6640, loss: 3.6640, grad_norm: 2.1402 2021-07-07 19:45:08,509 - mmaction - INFO - Epoch [14][1760/1879] lr: 4.659e-02, eta: 4 days, 16:35:15, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4664, loss_cls: 3.6875, loss: 3.6875, grad_norm: 2.1436 2021-07-07 19:45:25,526 - mmaction - INFO - Epoch [14][1780/1879] lr: 4.662e-02, eta: 4 days, 16:34:44, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.2383, top5_acc: 0.4664, loss_cls: 3.6326, loss: 3.6326, grad_norm: 2.0881 2021-07-07 19:45:42,606 - mmaction - INFO - Epoch [14][1800/1879] lr: 4.665e-02, eta: 4 days, 16:34:12, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4840, loss_cls: 3.5975, loss: 3.5975, grad_norm: 2.0831 2021-07-07 19:45:59,721 - mmaction - INFO - Epoch [14][1820/1879] lr: 4.668e-02, eta: 4 days, 16:33:43, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4789, loss_cls: 3.5510, loss: 3.5510, grad_norm: 2.1161 2021-07-07 19:46:16,830 - mmaction - INFO - Epoch [14][1840/1879] lr: 4.670e-02, eta: 4 days, 16:33:11, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2332, top5_acc: 0.4680, loss_cls: 3.6382, loss: 3.6382, grad_norm: 2.1146 2021-07-07 19:46:33,960 - mmaction - INFO - Epoch [14][1860/1879] lr: 4.673e-02, eta: 4 days, 16:32:43, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2328, top5_acc: 0.4750, loss_cls: 3.6417, loss: 3.6417, grad_norm: 2.0884 2021-07-07 19:46:58,417 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 19:46:58,424 - mmaction - INFO - 106 BN found 2021-07-07 19:51:37,768 - mmaction - INFO - BN stats updated 2021-07-07 19:53:51,007 - mmaction - INFO - Epoch [15][20/1879] lr: 4.674e-02, eta: 4 days, 16:59:54, time: 6.559, data_time: 5.631, memory: 6462, top1_acc: 0.2313, top5_acc: 0.4805, loss_cls: 3.6190, loss: 3.6190, grad_norm: 2.1437 2021-07-07 19:54:07,673 - mmaction - INFO - Epoch [15][40/1879] lr: 4.677e-02, eta: 4 days, 16:59:15, time: 0.835, data_time: 0.008, memory: 6462, top1_acc: 0.2410, top5_acc: 0.4695, loss_cls: 3.6043, loss: 3.6043, grad_norm: 2.1062 2021-07-07 19:54:24,073 - mmaction - INFO - Epoch [15][60/1879] lr: 4.679e-02, eta: 4 days, 16:58:31, time: 0.819, data_time: 0.001, memory: 6462, top1_acc: 0.2398, top5_acc: 0.4809, loss_cls: 3.5968, loss: 3.5968, grad_norm: 2.1240 2021-07-07 19:54:40,726 - mmaction - INFO - Epoch [15][80/1879] lr: 4.682e-02, eta: 4 days, 16:57:52, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4781, loss_cls: 3.6216, loss: 3.6216, grad_norm: 2.1092 2021-07-07 19:54:57,322 - mmaction - INFO - Epoch [15][100/1879] lr: 4.685e-02, eta: 4 days, 16:57:12, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.2465, top5_acc: 0.4836, loss_cls: 3.5525, loss: 3.5525, grad_norm: 2.0758 2021-07-07 19:55:14,261 - mmaction - INFO - Epoch [15][120/1879] lr: 4.688e-02, eta: 4 days, 16:56:37, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.2574, top5_acc: 0.4961, loss_cls: 3.5394, loss: 3.5394, grad_norm: 2.0966 2021-07-07 19:55:31,052 - mmaction - INFO - Epoch [15][140/1879] lr: 4.691e-02, eta: 4 days, 16:56:01, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.2484, top5_acc: 0.5020, loss_cls: 3.4799, loss: 3.4799, grad_norm: 2.0762 2021-07-07 19:55:47,848 - mmaction - INFO - Epoch [15][160/1879] lr: 4.693e-02, eta: 4 days, 16:55:24, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4758, loss_cls: 3.6027, loss: 3.6027, grad_norm: 2.1468 2021-07-07 19:56:04,747 - mmaction - INFO - Epoch [15][180/1879] lr: 4.696e-02, eta: 4 days, 16:54:49, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4934, loss_cls: 3.5724, loss: 3.5724, grad_norm: 2.1633 2021-07-07 19:56:21,521 - mmaction - INFO - Epoch [15][200/1879] lr: 4.699e-02, eta: 4 days, 16:54:12, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.5609, loss: 3.5609, grad_norm: 2.1332 2021-07-07 19:56:38,629 - mmaction - INFO - Epoch [15][220/1879] lr: 4.702e-02, eta: 4 days, 16:53:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.2508, top5_acc: 0.4895, loss_cls: 3.5907, loss: 3.5907, grad_norm: 2.1355 2021-07-07 19:56:55,803 - mmaction - INFO - Epoch [15][240/1879] lr: 4.705e-02, eta: 4 days, 16:53:11, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2324, top5_acc: 0.4707, loss_cls: 3.5901, loss: 3.5901, grad_norm: 2.1674 2021-07-07 19:57:12,871 - mmaction - INFO - Epoch [15][260/1879] lr: 4.707e-02, eta: 4 days, 16:52:39, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2574, top5_acc: 0.5039, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.1525 2021-07-07 19:57:30,056 - mmaction - INFO - Epoch [15][280/1879] lr: 4.710e-02, eta: 4 days, 16:52:10, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2562, top5_acc: 0.4773, loss_cls: 3.5743, loss: 3.5743, grad_norm: 2.1114 2021-07-07 19:57:47,184 - mmaction - INFO - Epoch [15][300/1879] lr: 4.713e-02, eta: 4 days, 16:51:38, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2230, top5_acc: 0.4680, loss_cls: 3.6444, loss: 3.6444, grad_norm: 2.1856 2021-07-07 19:58:04,383 - mmaction - INFO - Epoch [15][320/1879] lr: 4.716e-02, eta: 4 days, 16:51:09, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.2441, top5_acc: 0.4895, loss_cls: 3.5450, loss: 3.5450, grad_norm: 2.1650 2021-07-07 19:58:21,337 - mmaction - INFO - Epoch [15][340/1879] lr: 4.719e-02, eta: 4 days, 16:50:36, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.2469, top5_acc: 0.4926, loss_cls: 3.5680, loss: 3.5680, grad_norm: 2.1027 2021-07-07 19:58:38,415 - mmaction - INFO - Epoch [15][360/1879] lr: 4.721e-02, eta: 4 days, 16:50:04, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.2473, top5_acc: 0.4879, loss_cls: 3.5643, loss: 3.5643, grad_norm: 2.1125 2021-07-07 19:58:55,570 - mmaction - INFO - Epoch [15][380/1879] lr: 4.724e-02, eta: 4 days, 16:49:32, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.2352, top5_acc: 0.4668, loss_cls: 3.6290, loss: 3.6290, grad_norm: 2.1348 2021-07-07 19:59:12,529 - mmaction - INFO - Epoch [15][400/1879] lr: 4.727e-02, eta: 4 days, 16:49:00, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4777, loss_cls: 3.5921, loss: 3.5921, grad_norm: 2.1261 2021-07-07 19:59:29,557 - mmaction - INFO - Epoch [15][420/1879] lr: 4.730e-02, eta: 4 days, 16:48:27, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.2371, top5_acc: 0.4723, loss_cls: 3.5846, loss: 3.5846, grad_norm: 2.1654 2021-07-07 19:59:46,670 - mmaction - INFO - Epoch [15][440/1879] lr: 4.733e-02, eta: 4 days, 16:47:57, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2363, top5_acc: 0.4625, loss_cls: 3.6101, loss: 3.6101, grad_norm: 2.1224 2021-07-07 20:00:03,930 - mmaction - INFO - Epoch [15][460/1879] lr: 4.735e-02, eta: 4 days, 16:47:29, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.2352, top5_acc: 0.4969, loss_cls: 3.5482, loss: 3.5482, grad_norm: 2.1600 2021-07-07 20:00:21,090 - mmaction - INFO - Epoch [15][480/1879] lr: 4.738e-02, eta: 4 days, 16:46:58, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2531, top5_acc: 0.4980, loss_cls: 3.5469, loss: 3.5469, grad_norm: 2.1716 2021-07-07 20:00:38,117 - mmaction - INFO - Epoch [15][500/1879] lr: 4.741e-02, eta: 4 days, 16:46:26, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.2477, top5_acc: 0.4926, loss_cls: 3.5403, loss: 3.5403, grad_norm: 2.1219 2021-07-07 20:00:55,156 - mmaction - INFO - Epoch [15][520/1879] lr: 4.744e-02, eta: 4 days, 16:45:55, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2352, top5_acc: 0.4801, loss_cls: 3.5951, loss: 3.5951, grad_norm: 2.1290 2021-07-07 20:01:12,277 - mmaction - INFO - Epoch [15][540/1879] lr: 4.747e-02, eta: 4 days, 16:45:23, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2453, top5_acc: 0.4676, loss_cls: 3.6300, loss: 3.6300, grad_norm: 2.0879 2021-07-07 20:01:29,316 - mmaction - INFO - Epoch [15][560/1879] lr: 4.749e-02, eta: 4 days, 16:44:51, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4930, loss_cls: 3.5414, loss: 3.5414, grad_norm: 2.1258 2021-07-07 20:01:46,566 - mmaction - INFO - Epoch [15][580/1879] lr: 4.752e-02, eta: 4 days, 16:44:23, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.2551, top5_acc: 0.4895, loss_cls: 3.5566, loss: 3.5566, grad_norm: 2.1501 2021-07-07 20:02:03,475 - mmaction - INFO - Epoch [15][600/1879] lr: 4.755e-02, eta: 4 days, 16:43:49, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4734, loss_cls: 3.6027, loss: 3.6027, grad_norm: 2.1099 2021-07-07 20:02:20,695 - mmaction - INFO - Epoch [15][620/1879] lr: 4.758e-02, eta: 4 days, 16:43:20, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4844, loss_cls: 3.5613, loss: 3.5613, grad_norm: 2.1546 2021-07-07 20:02:37,742 - mmaction - INFO - Epoch [15][640/1879] lr: 4.761e-02, eta: 4 days, 16:42:49, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.2453, top5_acc: 0.4809, loss_cls: 3.5863, loss: 3.5863, grad_norm: 2.1690 2021-07-07 20:02:54,833 - mmaction - INFO - Epoch [15][660/1879] lr: 4.763e-02, eta: 4 days, 16:42:17, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2375, top5_acc: 0.4758, loss_cls: 3.5792, loss: 3.5792, grad_norm: 2.1022 2021-07-07 20:03:12,013 - mmaction - INFO - Epoch [15][680/1879] lr: 4.766e-02, eta: 4 days, 16:41:47, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4844, loss_cls: 3.5636, loss: 3.5636, grad_norm: 2.0949 2021-07-07 20:03:28,971 - mmaction - INFO - Epoch [15][700/1879] lr: 4.769e-02, eta: 4 days, 16:41:14, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.2469, top5_acc: 0.4855, loss_cls: 3.5486, loss: 3.5486, grad_norm: 2.1175 2021-07-07 20:03:45,995 - mmaction - INFO - Epoch [15][720/1879] lr: 4.772e-02, eta: 4 days, 16:40:42, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2379, top5_acc: 0.4809, loss_cls: 3.6169, loss: 3.6169, grad_norm: 2.1088 2021-07-07 20:04:02,931 - mmaction - INFO - Epoch [15][740/1879] lr: 4.775e-02, eta: 4 days, 16:40:09, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.2406, top5_acc: 0.4852, loss_cls: 3.5592, loss: 3.5592, grad_norm: 2.1349 2021-07-07 20:04:19,966 - mmaction - INFO - Epoch [15][760/1879] lr: 4.777e-02, eta: 4 days, 16:39:37, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.2582, top5_acc: 0.4949, loss_cls: 3.5177, loss: 3.5177, grad_norm: 2.1208 2021-07-07 20:04:37,213 - mmaction - INFO - Epoch [15][780/1879] lr: 4.780e-02, eta: 4 days, 16:39:09, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.2516, top5_acc: 0.4980, loss_cls: 3.5323, loss: 3.5323, grad_norm: 2.0904 2021-07-07 20:04:54,086 - mmaction - INFO - Epoch [15][800/1879] lr: 4.783e-02, eta: 4 days, 16:38:34, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.2332, top5_acc: 0.4680, loss_cls: 3.6141, loss: 3.6141, grad_norm: 2.1609 2021-07-07 20:05:11,349 - mmaction - INFO - Epoch [15][820/1879] lr: 4.786e-02, eta: 4 days, 16:38:05, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2449, top5_acc: 0.4895, loss_cls: 3.5897, loss: 3.5897, grad_norm: 2.1491 2021-07-07 20:05:28,511 - mmaction - INFO - Epoch [15][840/1879] lr: 4.789e-02, eta: 4 days, 16:37:37, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.2309, top5_acc: 0.4723, loss_cls: 3.5807, loss: 3.5807, grad_norm: 2.1053 2021-07-07 20:05:45,521 - mmaction - INFO - Epoch [15][860/1879] lr: 4.791e-02, eta: 4 days, 16:37:04, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.2422, top5_acc: 0.4902, loss_cls: 3.5803, loss: 3.5803, grad_norm: 2.1634 2021-07-07 20:06:02,565 - mmaction - INFO - Epoch [15][880/1879] lr: 4.794e-02, eta: 4 days, 16:36:33, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.2582, top5_acc: 0.5125, loss_cls: 3.4613, loss: 3.4613, grad_norm: 2.1400 2021-07-07 20:06:19,772 - mmaction - INFO - Epoch [15][900/1879] lr: 4.797e-02, eta: 4 days, 16:36:03, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2426, top5_acc: 0.4762, loss_cls: 3.5576, loss: 3.5576, grad_norm: 2.1438 2021-07-07 20:06:36,974 - mmaction - INFO - Epoch [15][920/1879] lr: 4.800e-02, eta: 4 days, 16:35:35, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.2484, top5_acc: 0.4863, loss_cls: 3.5925, loss: 3.5925, grad_norm: 2.1334 2021-07-07 20:06:54,200 - mmaction - INFO - Epoch [15][940/1879] lr: 4.803e-02, eta: 4 days, 16:35:06, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.2484, top5_acc: 0.5016, loss_cls: 3.5481, loss: 3.5481, grad_norm: 2.1255 2021-07-07 20:07:11,253 - mmaction - INFO - Epoch [15][960/1879] lr: 4.805e-02, eta: 4 days, 16:34:35, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2488, top5_acc: 0.4980, loss_cls: 3.5324, loss: 3.5324, grad_norm: 2.1611 2021-07-07 20:07:28,408 - mmaction - INFO - Epoch [15][980/1879] lr: 4.808e-02, eta: 4 days, 16:34:05, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4867, loss_cls: 3.5814, loss: 3.5814, grad_norm: 2.1322 2021-07-07 20:07:45,625 - mmaction - INFO - Epoch [15][1000/1879] lr: 4.811e-02, eta: 4 days, 16:33:36, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.2547, top5_acc: 0.4977, loss_cls: 3.5000, loss: 3.5000, grad_norm: 2.1351 2021-07-07 20:08:02,816 - mmaction - INFO - Epoch [15][1020/1879] lr: 4.814e-02, eta: 4 days, 16:33:07, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4883, loss_cls: 3.5695, loss: 3.5695, grad_norm: 2.0992 2021-07-07 20:08:19,751 - mmaction - INFO - Epoch [15][1040/1879] lr: 4.817e-02, eta: 4 days, 16:32:35, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2336, top5_acc: 0.4891, loss_cls: 3.5509, loss: 3.5509, grad_norm: 2.1796 2021-07-07 20:08:36,852 - mmaction - INFO - Epoch [15][1060/1879] lr: 4.819e-02, eta: 4 days, 16:32:04, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2461, top5_acc: 0.4859, loss_cls: 3.5754, loss: 3.5754, grad_norm: 2.1621 2021-07-07 20:08:53,854 - mmaction - INFO - Epoch [15][1080/1879] lr: 4.822e-02, eta: 4 days, 16:31:32, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.2586, top5_acc: 0.4992, loss_cls: 3.5144, loss: 3.5144, grad_norm: 2.1521 2021-07-07 20:09:10,896 - mmaction - INFO - Epoch [15][1100/1879] lr: 4.825e-02, eta: 4 days, 16:31:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.2418, top5_acc: 0.4770, loss_cls: 3.5634, loss: 3.5634, grad_norm: 2.1534 2021-07-07 20:09:28,089 - mmaction - INFO - Epoch [15][1120/1879] lr: 4.828e-02, eta: 4 days, 16:30:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4758, loss_cls: 3.6020, loss: 3.6020, grad_norm: 2.1391 2021-07-07 20:09:45,202 - mmaction - INFO - Epoch [15][1140/1879] lr: 4.831e-02, eta: 4 days, 16:30:02, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2441, top5_acc: 0.4762, loss_cls: 3.5713, loss: 3.5713, grad_norm: 2.1281 2021-07-07 20:10:02,170 - mmaction - INFO - Epoch [15][1160/1879] lr: 4.833e-02, eta: 4 days, 16:29:29, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.2473, top5_acc: 0.4906, loss_cls: 3.5184, loss: 3.5184, grad_norm: 2.1382 2021-07-07 20:10:19,361 - mmaction - INFO - Epoch [15][1180/1879] lr: 4.836e-02, eta: 4 days, 16:29:00, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.2547, top5_acc: 0.4926, loss_cls: 3.5390, loss: 3.5390, grad_norm: 2.1492 2021-07-07 20:10:36,379 - mmaction - INFO - Epoch [15][1200/1879] lr: 4.839e-02, eta: 4 days, 16:28:28, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2367, top5_acc: 0.4922, loss_cls: 3.5884, loss: 3.5884, grad_norm: 2.1261 2021-07-07 20:10:53,443 - mmaction - INFO - Epoch [15][1220/1879] lr: 4.842e-02, eta: 4 days, 16:27:58, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2320, top5_acc: 0.4875, loss_cls: 3.5978, loss: 3.5978, grad_norm: 2.1898 2021-07-07 20:11:10,463 - mmaction - INFO - Epoch [15][1240/1879] lr: 4.845e-02, eta: 4 days, 16:27:26, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.2426, top5_acc: 0.4969, loss_cls: 3.5304, loss: 3.5304, grad_norm: 2.1370 2021-07-07 20:11:27,360 - mmaction - INFO - Epoch [15][1260/1879] lr: 4.847e-02, eta: 4 days, 16:26:52, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.2383, top5_acc: 0.4871, loss_cls: 3.6101, loss: 3.6101, grad_norm: 2.1665 2021-07-07 20:11:44,444 - mmaction - INFO - Epoch [15][1280/1879] lr: 4.850e-02, eta: 4 days, 16:26:22, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.2562, top5_acc: 0.5199, loss_cls: 3.4310, loss: 3.4310, grad_norm: 2.1868 2021-07-07 20:12:01,365 - mmaction - INFO - Epoch [15][1300/1879] lr: 4.853e-02, eta: 4 days, 16:25:49, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.2484, top5_acc: 0.4949, loss_cls: 3.5381, loss: 3.5381, grad_norm: 2.1544 2021-07-07 20:12:18,590 - mmaction - INFO - Epoch [15][1320/1879] lr: 4.856e-02, eta: 4 days, 16:25:20, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.2570, top5_acc: 0.5020, loss_cls: 3.4775, loss: 3.4775, grad_norm: 2.0979 2021-07-07 20:12:35,623 - mmaction - INFO - Epoch [15][1340/1879] lr: 4.858e-02, eta: 4 days, 16:24:49, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.2590, top5_acc: 0.4875, loss_cls: 3.5613, loss: 3.5613, grad_norm: 2.1735 2021-07-07 20:12:52,508 - mmaction - INFO - Epoch [15][1360/1879] lr: 4.861e-02, eta: 4 days, 16:24:16, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4832, loss_cls: 3.5872, loss: 3.5872, grad_norm: 2.1537 2021-07-07 20:13:09,586 - mmaction - INFO - Epoch [15][1380/1879] lr: 4.864e-02, eta: 4 days, 16:23:44, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.2449, top5_acc: 0.4977, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.1144 2021-07-07 20:13:26,622 - mmaction - INFO - Epoch [15][1400/1879] lr: 4.867e-02, eta: 4 days, 16:23:13, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4859, loss_cls: 3.6016, loss: 3.6016, grad_norm: 2.1208 2021-07-07 20:13:43,726 - mmaction - INFO - Epoch [15][1420/1879] lr: 4.870e-02, eta: 4 days, 16:22:43, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2492, top5_acc: 0.4926, loss_cls: 3.5234, loss: 3.5234, grad_norm: 2.1200 2021-07-07 20:14:00,693 - mmaction - INFO - Epoch [15][1440/1879] lr: 4.872e-02, eta: 4 days, 16:22:11, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.2562, top5_acc: 0.4953, loss_cls: 3.5403, loss: 3.5403, grad_norm: 2.1459 2021-07-07 20:14:17,589 - mmaction - INFO - Epoch [15][1460/1879] lr: 4.875e-02, eta: 4 days, 16:21:38, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.2488, top5_acc: 0.4930, loss_cls: 3.5535, loss: 3.5535, grad_norm: 2.1002 2021-07-07 20:14:34,723 - mmaction - INFO - Epoch [15][1480/1879] lr: 4.878e-02, eta: 4 days, 16:21:08, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2500, top5_acc: 0.4848, loss_cls: 3.5813, loss: 3.5813, grad_norm: 2.1205 2021-07-07 20:14:51,566 - mmaction - INFO - Epoch [15][1500/1879] lr: 4.881e-02, eta: 4 days, 16:20:34, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.2437, top5_acc: 0.4914, loss_cls: 3.5533, loss: 3.5533, grad_norm: 2.1500 2021-07-07 20:15:08,729 - mmaction - INFO - Epoch [15][1520/1879] lr: 4.884e-02, eta: 4 days, 16:20:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2496, top5_acc: 0.4906, loss_cls: 3.5438, loss: 3.5438, grad_norm: 2.1626 2021-07-07 20:15:25,587 - mmaction - INFO - Epoch [15][1540/1879] lr: 4.886e-02, eta: 4 days, 16:19:31, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.2484, top5_acc: 0.4926, loss_cls: 3.5640, loss: 3.5640, grad_norm: 2.1322 2021-07-07 20:15:42,825 - mmaction - INFO - Epoch [15][1560/1879] lr: 4.889e-02, eta: 4 days, 16:19:04, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.2422, top5_acc: 0.4891, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.1414 2021-07-07 20:15:59,866 - mmaction - INFO - Epoch [15][1580/1879] lr: 4.892e-02, eta: 4 days, 16:18:33, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2434, top5_acc: 0.5004, loss_cls: 3.5767, loss: 3.5767, grad_norm: 2.1541 2021-07-07 20:16:17,003 - mmaction - INFO - Epoch [15][1600/1879] lr: 4.895e-02, eta: 4 days, 16:18:03, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4891, loss_cls: 3.5405, loss: 3.5405, grad_norm: 2.1033 2021-07-07 20:16:34,030 - mmaction - INFO - Epoch [15][1620/1879] lr: 4.898e-02, eta: 4 days, 16:17:32, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2477, top5_acc: 0.4992, loss_cls: 3.5355, loss: 3.5355, grad_norm: 2.0979 2021-07-07 20:16:51,123 - mmaction - INFO - Epoch [15][1640/1879] lr: 4.900e-02, eta: 4 days, 16:17:02, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.2465, top5_acc: 0.4809, loss_cls: 3.5736, loss: 3.5736, grad_norm: 2.1283 2021-07-07 20:17:08,088 - mmaction - INFO - Epoch [15][1660/1879] lr: 4.903e-02, eta: 4 days, 16:16:30, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4887, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.1265 2021-07-07 20:17:25,200 - mmaction - INFO - Epoch [15][1680/1879] lr: 4.906e-02, eta: 4 days, 16:16:00, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.2461, top5_acc: 0.4891, loss_cls: 3.5560, loss: 3.5560, grad_norm: 2.1561 2021-07-07 20:17:42,404 - mmaction - INFO - Epoch [15][1700/1879] lr: 4.909e-02, eta: 4 days, 16:15:33, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.2457, top5_acc: 0.4957, loss_cls: 3.5143, loss: 3.5143, grad_norm: 2.1270 2021-07-07 20:17:59,406 - mmaction - INFO - Epoch [15][1720/1879] lr: 4.912e-02, eta: 4 days, 16:15:00, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.2457, top5_acc: 0.4984, loss_cls: 3.5220, loss: 3.5220, grad_norm: 2.1431 2021-07-07 20:18:16,487 - mmaction - INFO - Epoch [15][1740/1879] lr: 4.914e-02, eta: 4 days, 16:14:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4902, loss_cls: 3.5632, loss: 3.5632, grad_norm: 2.1618 2021-07-07 20:18:33,575 - mmaction - INFO - Epoch [15][1760/1879] lr: 4.917e-02, eta: 4 days, 16:14:00, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.2477, top5_acc: 0.4832, loss_cls: 3.5620, loss: 3.5620, grad_norm: 2.1579 2021-07-07 20:18:50,730 - mmaction - INFO - Epoch [15][1780/1879] lr: 4.920e-02, eta: 4 days, 16:13:32, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2324, top5_acc: 0.4836, loss_cls: 3.5618, loss: 3.5618, grad_norm: 2.1600 2021-07-07 20:19:07,779 - mmaction - INFO - Epoch [15][1800/1879] lr: 4.923e-02, eta: 4 days, 16:13:01, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2277, top5_acc: 0.4773, loss_cls: 3.5819, loss: 3.5819, grad_norm: 2.1465 2021-07-07 20:19:24,760 - mmaction - INFO - Epoch [15][1820/1879] lr: 4.926e-02, eta: 4 days, 16:12:29, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.2531, top5_acc: 0.4984, loss_cls: 3.5342, loss: 3.5342, grad_norm: 2.0841 2021-07-07 20:19:41,750 - mmaction - INFO - Epoch [15][1840/1879] lr: 4.928e-02, eta: 4 days, 16:11:58, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2566, top5_acc: 0.4867, loss_cls: 3.5199, loss: 3.5199, grad_norm: 2.1831 2021-07-07 20:19:58,952 - mmaction - INFO - Epoch [15][1860/1879] lr: 4.931e-02, eta: 4 days, 16:11:30, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2367, top5_acc: 0.4914, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.1395 2021-07-07 20:20:27,515 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 20:20:27,520 - mmaction - INFO - 106 BN found 2021-07-07 20:25:06,410 - mmaction - INFO - BN stats updated 2021-07-07 20:28:45,976 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 20:28:46,930 - mmaction - INFO - top1_acc 0.3150 top5_acc 0.5915 2021-07-07 20:28:46,930 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 20:28:46,985 - mmaction - INFO - mean_acc 0.3149 2021-07-07 20:28:47,458 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_15.pth. 2021-07-07 20:28:47,459 - mmaction - INFO - Best top1_acc is 0.3150 at 15 epoch. 2021-07-07 20:28:47,466 - mmaction - INFO - Epoch(val) [15][155] top1_acc: 0.3150, top5_acc: 0.5915, mean_class_accuracy: 0.3149 2021-07-07 20:30:22,911 - mmaction - INFO - Epoch [16][20/1879] lr: 4.931e-02, eta: 4 days, 16:27:09, time: 4.770, data_time: 3.880, memory: 6462, top1_acc: 0.2523, top5_acc: 0.5043, loss_cls: 3.5051, loss: 3.5051, grad_norm: 2.1460 2021-07-07 20:30:39,380 - mmaction - INFO - Epoch [16][40/1879] lr: 4.934e-02, eta: 4 days, 16:26:28, time: 0.824, data_time: 0.003, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.4288, loss: 3.4288, grad_norm: 2.1456 2021-07-07 20:30:56,116 - mmaction - INFO - Epoch [16][60/1879] lr: 4.937e-02, eta: 4 days, 16:25:51, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.2555, top5_acc: 0.5043, loss_cls: 3.4540, loss: 3.4540, grad_norm: 2.1569 2021-07-07 20:31:12,638 - mmaction - INFO - Epoch [16][80/1879] lr: 4.940e-02, eta: 4 days, 16:25:12, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5176, loss: 3.5176, grad_norm: 2.2055 2021-07-07 20:31:29,239 - mmaction - INFO - Epoch [16][100/1879] lr: 4.942e-02, eta: 4 days, 16:24:33, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.2383, top5_acc: 0.4871, loss_cls: 3.5505, loss: 3.5505, grad_norm: 2.1868 2021-07-07 20:31:45,985 - mmaction - INFO - Epoch [16][120/1879] lr: 4.945e-02, eta: 4 days, 16:23:57, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.2527, top5_acc: 0.5039, loss_cls: 3.5396, loss: 3.5396, grad_norm: 2.1704 2021-07-07 20:32:02,723 - mmaction - INFO - Epoch [16][140/1879] lr: 4.948e-02, eta: 4 days, 16:23:22, time: 0.839, data_time: 0.006, memory: 6462, top1_acc: 0.2461, top5_acc: 0.4758, loss_cls: 3.5655, loss: 3.5655, grad_norm: 2.1897 2021-07-07 20:32:19,580 - mmaction - INFO - Epoch [16][160/1879] lr: 4.951e-02, eta: 4 days, 16:22:48, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5035, loss_cls: 3.4829, loss: 3.4829, grad_norm: 2.1019 2021-07-07 20:32:36,666 - mmaction - INFO - Epoch [16][180/1879] lr: 4.954e-02, eta: 4 days, 16:22:17, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.2730, top5_acc: 0.5254, loss_cls: 3.4119, loss: 3.4119, grad_norm: 2.1143 2021-07-07 20:32:53,476 - mmaction - INFO - Epoch [16][200/1879] lr: 4.956e-02, eta: 4 days, 16:21:42, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.2512, top5_acc: 0.5035, loss_cls: 3.5123, loss: 3.5123, grad_norm: 2.1573 2021-07-07 20:33:10,786 - mmaction - INFO - Epoch [16][220/1879] lr: 4.959e-02, eta: 4 days, 16:21:16, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.2598, top5_acc: 0.5004, loss_cls: 3.4778, loss: 3.4778, grad_norm: 2.1272 2021-07-07 20:33:27,770 - mmaction - INFO - Epoch [16][240/1879] lr: 4.962e-02, eta: 4 days, 16:20:44, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2625, top5_acc: 0.4984, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.1255 2021-07-07 20:33:45,019 - mmaction - INFO - Epoch [16][260/1879] lr: 4.965e-02, eta: 4 days, 16:20:15, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.2660, top5_acc: 0.5168, loss_cls: 3.4273, loss: 3.4273, grad_norm: 2.0832 2021-07-07 20:34:01,943 - mmaction - INFO - Epoch [16][280/1879] lr: 4.968e-02, eta: 4 days, 16:19:43, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5070, loss_cls: 3.4709, loss: 3.4709, grad_norm: 2.1588 2021-07-07 20:34:19,100 - mmaction - INFO - Epoch [16][300/1879] lr: 4.970e-02, eta: 4 days, 16:19:13, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5043, loss_cls: 3.5003, loss: 3.5003, grad_norm: 2.2209 2021-07-07 20:34:36,161 - mmaction - INFO - Epoch [16][320/1879] lr: 4.973e-02, eta: 4 days, 16:18:42, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2418, top5_acc: 0.4973, loss_cls: 3.5495, loss: 3.5495, grad_norm: 2.1714 2021-07-07 20:34:53,175 - mmaction - INFO - Epoch [16][340/1879] lr: 4.976e-02, eta: 4 days, 16:18:11, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.2617, top5_acc: 0.5066, loss_cls: 3.4701, loss: 3.4701, grad_norm: 2.1202 2021-07-07 20:35:10,288 - mmaction - INFO - Epoch [16][360/1879] lr: 4.979e-02, eta: 4 days, 16:17:42, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2477, top5_acc: 0.4984, loss_cls: 3.5183, loss: 3.5183, grad_norm: 2.1494 2021-07-07 20:35:27,359 - mmaction - INFO - Epoch [16][380/1879] lr: 4.982e-02, eta: 4 days, 16:17:11, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2570, top5_acc: 0.4957, loss_cls: 3.5342, loss: 3.5342, grad_norm: 2.1281 2021-07-07 20:35:44,413 - mmaction - INFO - Epoch [16][400/1879] lr: 4.984e-02, eta: 4 days, 16:16:39, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5020, loss_cls: 3.4858, loss: 3.4858, grad_norm: 2.1568 2021-07-07 20:36:01,469 - mmaction - INFO - Epoch [16][420/1879] lr: 4.987e-02, eta: 4 days, 16:16:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.2551, top5_acc: 0.5000, loss_cls: 3.5220, loss: 3.5220, grad_norm: 2.1806 2021-07-07 20:36:18,892 - mmaction - INFO - Epoch [16][440/1879] lr: 4.990e-02, eta: 4 days, 16:15:44, time: 0.869, data_time: 0.007, memory: 6462, top1_acc: 0.2586, top5_acc: 0.5121, loss_cls: 3.4639, loss: 3.4639, grad_norm: 2.1720 2021-07-07 20:36:35,942 - mmaction - INFO - Epoch [16][460/1879] lr: 4.993e-02, eta: 4 days, 16:15:14, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5273, loss_cls: 3.3832, loss: 3.3832, grad_norm: 2.1409 2021-07-07 20:36:53,117 - mmaction - INFO - Epoch [16][480/1879] lr: 4.996e-02, eta: 4 days, 16:14:45, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2590, top5_acc: 0.5020, loss_cls: 3.4871, loss: 3.4871, grad_norm: 2.2034 2021-07-07 20:37:10,194 - mmaction - INFO - Epoch [16][500/1879] lr: 4.998e-02, eta: 4 days, 16:14:15, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.5348, loss: 3.5348, grad_norm: 2.1990 2021-07-07 20:37:27,437 - mmaction - INFO - Epoch [16][520/1879] lr: 5.001e-02, eta: 4 days, 16:13:47, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.2508, top5_acc: 0.4945, loss_cls: 3.4868, loss: 3.4868, grad_norm: 2.1584 2021-07-07 20:37:44,619 - mmaction - INFO - Epoch [16][540/1879] lr: 5.004e-02, eta: 4 days, 16:13:18, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2508, top5_acc: 0.4996, loss_cls: 3.5037, loss: 3.5037, grad_norm: 2.1292 2021-07-07 20:38:01,801 - mmaction - INFO - Epoch [16][560/1879] lr: 5.007e-02, eta: 4 days, 16:12:49, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2477, top5_acc: 0.4770, loss_cls: 3.5403, loss: 3.5403, grad_norm: 2.1335 2021-07-07 20:38:18,798 - mmaction - INFO - Epoch [16][580/1879] lr: 5.009e-02, eta: 4 days, 16:12:18, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.2520, top5_acc: 0.4895, loss_cls: 3.5370, loss: 3.5370, grad_norm: 2.1363 2021-07-07 20:38:35,971 - mmaction - INFO - Epoch [16][600/1879] lr: 5.012e-02, eta: 4 days, 16:11:50, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2695, top5_acc: 0.5152, loss_cls: 3.4493, loss: 3.4493, grad_norm: 2.1212 2021-07-07 20:38:53,059 - mmaction - INFO - Epoch [16][620/1879] lr: 5.015e-02, eta: 4 days, 16:11:20, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2617, top5_acc: 0.5035, loss_cls: 3.4347, loss: 3.4347, grad_norm: 2.1320 2021-07-07 20:39:10,270 - mmaction - INFO - Epoch [16][640/1879] lr: 5.018e-02, eta: 4 days, 16:10:52, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.2496, top5_acc: 0.5000, loss_cls: 3.4931, loss: 3.4931, grad_norm: 2.2009 2021-07-07 20:39:27,237 - mmaction - INFO - Epoch [16][660/1879] lr: 5.021e-02, eta: 4 days, 16:10:19, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.2547, top5_acc: 0.4938, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.1939 2021-07-07 20:39:44,551 - mmaction - INFO - Epoch [16][680/1879] lr: 5.023e-02, eta: 4 days, 16:09:54, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2633, top5_acc: 0.4914, loss_cls: 3.5291, loss: 3.5291, grad_norm: 2.1600 2021-07-07 20:40:01,754 - mmaction - INFO - Epoch [16][700/1879] lr: 5.026e-02, eta: 4 days, 16:09:25, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.2516, top5_acc: 0.5207, loss_cls: 3.4357, loss: 3.4357, grad_norm: 2.1307 2021-07-07 20:40:18,974 - mmaction - INFO - Epoch [16][720/1879] lr: 5.029e-02, eta: 4 days, 16:08:57, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.2473, top5_acc: 0.4992, loss_cls: 3.5026, loss: 3.5026, grad_norm: 2.1983 2021-07-07 20:40:36,406 - mmaction - INFO - Epoch [16][740/1879] lr: 5.032e-02, eta: 4 days, 16:08:32, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2422, top5_acc: 0.5039, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.1672 2021-07-07 20:40:53,604 - mmaction - INFO - Epoch [16][760/1879] lr: 5.035e-02, eta: 4 days, 16:08:05, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.2402, top5_acc: 0.4793, loss_cls: 3.5701, loss: 3.5701, grad_norm: 2.1732 2021-07-07 20:41:10,812 - mmaction - INFO - Epoch [16][780/1879] lr: 5.037e-02, eta: 4 days, 16:07:37, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.2480, top5_acc: 0.5000, loss_cls: 3.5111, loss: 3.5111, grad_norm: 2.1207 2021-07-07 20:41:27,983 - mmaction - INFO - Epoch [16][800/1879] lr: 5.040e-02, eta: 4 days, 16:07:08, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2492, top5_acc: 0.4992, loss_cls: 3.4961, loss: 3.4961, grad_norm: 2.1810 2021-07-07 20:41:45,086 - mmaction - INFO - Epoch [16][820/1879] lr: 5.043e-02, eta: 4 days, 16:06:37, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.2555, top5_acc: 0.4898, loss_cls: 3.4954, loss: 3.4954, grad_norm: 2.1491 2021-07-07 20:42:02,261 - mmaction - INFO - Epoch [16][840/1879] lr: 5.046e-02, eta: 4 days, 16:06:10, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5113, loss_cls: 3.4709, loss: 3.4709, grad_norm: 2.1256 2021-07-07 20:42:19,661 - mmaction - INFO - Epoch [16][860/1879] lr: 5.049e-02, eta: 4 days, 16:05:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5090, loss_cls: 3.4605, loss: 3.4605, grad_norm: 2.1686 2021-07-07 20:42:36,788 - mmaction - INFO - Epoch [16][880/1879] lr: 5.051e-02, eta: 4 days, 16:05:16, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2574, top5_acc: 0.5145, loss_cls: 3.4476, loss: 3.4476, grad_norm: 2.1872 2021-07-07 20:42:53,830 - mmaction - INFO - Epoch [16][900/1879] lr: 5.054e-02, eta: 4 days, 16:04:45, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2523, top5_acc: 0.5078, loss_cls: 3.4902, loss: 3.4902, grad_norm: 2.1431 2021-07-07 20:43:10,986 - mmaction - INFO - Epoch [16][920/1879] lr: 5.057e-02, eta: 4 days, 16:04:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2508, top5_acc: 0.5004, loss_cls: 3.4548, loss: 3.4548, grad_norm: 2.1443 2021-07-07 20:43:27,893 - mmaction - INFO - Epoch [16][940/1879] lr: 5.060e-02, eta: 4 days, 16:03:44, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5156, loss_cls: 3.4524, loss: 3.4524, grad_norm: 2.1764 2021-07-07 20:43:45,067 - mmaction - INFO - Epoch [16][960/1879] lr: 5.063e-02, eta: 4 days, 16:03:15, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2512, top5_acc: 0.4992, loss_cls: 3.4944, loss: 3.4944, grad_norm: 2.2361 2021-07-07 20:44:02,186 - mmaction - INFO - Epoch [16][980/1879] lr: 5.065e-02, eta: 4 days, 16:02:46, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.2566, top5_acc: 0.5121, loss_cls: 3.4785, loss: 3.4785, grad_norm: 2.1538 2021-07-07 20:44:19,175 - mmaction - INFO - Epoch [16][1000/1879] lr: 5.068e-02, eta: 4 days, 16:02:15, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5395, loss: 3.5395, grad_norm: 2.1529 2021-07-07 20:44:36,247 - mmaction - INFO - Epoch [16][1020/1879] lr: 5.071e-02, eta: 4 days, 16:01:45, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2496, top5_acc: 0.4867, loss_cls: 3.5025, loss: 3.5025, grad_norm: 2.0648 2021-07-07 20:44:53,360 - mmaction - INFO - Epoch [16][1040/1879] lr: 5.074e-02, eta: 4 days, 16:01:15, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2641, top5_acc: 0.5070, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.1411 2021-07-07 20:45:10,350 - mmaction - INFO - Epoch [16][1060/1879] lr: 5.077e-02, eta: 4 days, 16:00:44, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.2535, top5_acc: 0.5008, loss_cls: 3.4806, loss: 3.4806, grad_norm: 2.1243 2021-07-07 20:45:27,656 - mmaction - INFO - Epoch [16][1080/1879] lr: 5.079e-02, eta: 4 days, 16:00:18, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.2465, top5_acc: 0.5082, loss_cls: 3.5124, loss: 3.5124, grad_norm: 2.1676 2021-07-07 20:45:44,825 - mmaction - INFO - Epoch [16][1100/1879] lr: 5.082e-02, eta: 4 days, 15:59:50, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2488, top5_acc: 0.5043, loss_cls: 3.5005, loss: 3.5005, grad_norm: 2.2091 2021-07-07 20:46:01,979 - mmaction - INFO - Epoch [16][1120/1879] lr: 5.085e-02, eta: 4 days, 15:59:21, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2551, top5_acc: 0.5004, loss_cls: 3.4822, loss: 3.4822, grad_norm: 2.1644 2021-07-07 20:46:19,136 - mmaction - INFO - Epoch [16][1140/1879] lr: 5.088e-02, eta: 4 days, 15:58:53, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2527, top5_acc: 0.4809, loss_cls: 3.5091, loss: 3.5091, grad_norm: 2.1258 2021-07-07 20:46:36,218 - mmaction - INFO - Epoch [16][1160/1879] lr: 5.090e-02, eta: 4 days, 15:58:23, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5086, loss_cls: 3.4564, loss: 3.4564, grad_norm: 2.1789 2021-07-07 20:46:53,322 - mmaction - INFO - Epoch [16][1180/1879] lr: 5.093e-02, eta: 4 days, 15:57:54, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2637, top5_acc: 0.5148, loss_cls: 3.4435, loss: 3.4435, grad_norm: 2.1431 2021-07-07 20:47:10,450 - mmaction - INFO - Epoch [16][1200/1879] lr: 5.096e-02, eta: 4 days, 15:57:25, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2586, top5_acc: 0.4918, loss_cls: 3.4996, loss: 3.4996, grad_norm: 2.1356 2021-07-07 20:47:27,578 - mmaction - INFO - Epoch [16][1220/1879] lr: 5.099e-02, eta: 4 days, 15:56:56, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5211, loss_cls: 3.4012, loss: 3.4012, grad_norm: 2.1241 2021-07-07 20:47:44,522 - mmaction - INFO - Epoch [16][1240/1879] lr: 5.102e-02, eta: 4 days, 15:56:24, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.2574, top5_acc: 0.4961, loss_cls: 3.4877, loss: 3.4877, grad_norm: 2.0879 2021-07-07 20:48:01,740 - mmaction - INFO - Epoch [16][1260/1879] lr: 5.104e-02, eta: 4 days, 15:55:57, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5137, loss_cls: 3.4083, loss: 3.4083, grad_norm: 2.1389 2021-07-07 20:48:19,014 - mmaction - INFO - Epoch [16][1280/1879] lr: 5.107e-02, eta: 4 days, 15:55:30, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.2590, top5_acc: 0.5070, loss_cls: 3.4604, loss: 3.4604, grad_norm: 2.1287 2021-07-07 20:48:36,118 - mmaction - INFO - Epoch [16][1300/1879] lr: 5.110e-02, eta: 4 days, 15:55:00, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.2621, top5_acc: 0.5059, loss_cls: 3.4586, loss: 3.4586, grad_norm: 2.1041 2021-07-07 20:48:53,295 - mmaction - INFO - Epoch [16][1320/1879] lr: 5.113e-02, eta: 4 days, 15:54:33, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.2633, top5_acc: 0.5008, loss_cls: 3.4317, loss: 3.4317, grad_norm: 2.1067 2021-07-07 20:49:10,346 - mmaction - INFO - Epoch [16][1340/1879] lr: 5.116e-02, eta: 4 days, 15:54:02, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.2422, top5_acc: 0.4879, loss_cls: 3.5804, loss: 3.5804, grad_norm: 2.1351 2021-07-07 20:49:27,399 - mmaction - INFO - Epoch [16][1360/1879] lr: 5.118e-02, eta: 4 days, 15:53:33, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.2574, top5_acc: 0.5098, loss_cls: 3.4740, loss: 3.4740, grad_norm: 2.1482 2021-07-07 20:49:44,633 - mmaction - INFO - Epoch [16][1380/1879] lr: 5.121e-02, eta: 4 days, 15:53:05, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2570, top5_acc: 0.4930, loss_cls: 3.5311, loss: 3.5311, grad_norm: 2.1282 2021-07-07 20:50:01,734 - mmaction - INFO - Epoch [16][1400/1879] lr: 5.124e-02, eta: 4 days, 15:52:37, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4977, loss_cls: 3.5094, loss: 3.5094, grad_norm: 2.1144 2021-07-07 20:50:18,839 - mmaction - INFO - Epoch [16][1420/1879] lr: 5.127e-02, eta: 4 days, 15:52:07, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2523, top5_acc: 0.5047, loss_cls: 3.4905, loss: 3.4905, grad_norm: 2.1345 2021-07-07 20:50:36,081 - mmaction - INFO - Epoch [16][1440/1879] lr: 5.130e-02, eta: 4 days, 15:51:40, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.2539, top5_acc: 0.5059, loss_cls: 3.4514, loss: 3.4514, grad_norm: 2.1684 2021-07-07 20:50:53,273 - mmaction - INFO - Epoch [16][1460/1879] lr: 5.132e-02, eta: 4 days, 15:51:12, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2586, top5_acc: 0.4949, loss_cls: 3.5188, loss: 3.5188, grad_norm: 2.1711 2021-07-07 20:51:10,509 - mmaction - INFO - Epoch [16][1480/1879] lr: 5.135e-02, eta: 4 days, 15:50:45, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.2680, top5_acc: 0.5254, loss_cls: 3.4394, loss: 3.4394, grad_norm: 2.0990 2021-07-07 20:51:27,668 - mmaction - INFO - Epoch [16][1500/1879] lr: 5.138e-02, eta: 4 days, 15:50:18, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2469, top5_acc: 0.5016, loss_cls: 3.4942, loss: 3.4942, grad_norm: 2.1190 2021-07-07 20:51:44,699 - mmaction - INFO - Epoch [16][1520/1879] lr: 5.141e-02, eta: 4 days, 15:49:47, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.2598, top5_acc: 0.5070, loss_cls: 3.4407, loss: 3.4407, grad_norm: 2.1016 2021-07-07 20:52:01,949 - mmaction - INFO - Epoch [16][1540/1879] lr: 5.144e-02, eta: 4 days, 15:49:20, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.2531, top5_acc: 0.5215, loss_cls: 3.4161, loss: 3.4161, grad_norm: 2.1419 2021-07-07 20:52:19,259 - mmaction - INFO - Epoch [16][1560/1879] lr: 5.146e-02, eta: 4 days, 15:48:54, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.2594, top5_acc: 0.5012, loss_cls: 3.4631, loss: 3.4631, grad_norm: 2.2299 2021-07-07 20:52:36,245 - mmaction - INFO - Epoch [16][1580/1879] lr: 5.149e-02, eta: 4 days, 15:48:24, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2543, top5_acc: 0.5121, loss_cls: 3.4549, loss: 3.4549, grad_norm: 2.2097 2021-07-07 20:52:53,368 - mmaction - INFO - Epoch [16][1600/1879] lr: 5.152e-02, eta: 4 days, 15:47:55, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2578, top5_acc: 0.4938, loss_cls: 3.5131, loss: 3.5131, grad_norm: 2.1203 2021-07-07 20:53:10,494 - mmaction - INFO - Epoch [16][1620/1879] lr: 5.155e-02, eta: 4 days, 15:47:26, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5156, loss_cls: 3.4233, loss: 3.4233, grad_norm: 2.0861 2021-07-07 20:53:27,702 - mmaction - INFO - Epoch [16][1640/1879] lr: 5.158e-02, eta: 4 days, 15:46:58, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4992, loss_cls: 3.4760, loss: 3.4760, grad_norm: 2.1182 2021-07-07 20:53:44,845 - mmaction - INFO - Epoch [16][1660/1879] lr: 5.160e-02, eta: 4 days, 15:46:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.4493, loss: 3.4493, grad_norm: 2.1480 2021-07-07 20:54:01,895 - mmaction - INFO - Epoch [16][1680/1879] lr: 5.163e-02, eta: 4 days, 15:46:01, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2508, top5_acc: 0.5113, loss_cls: 3.4755, loss: 3.4755, grad_norm: 2.1458 2021-07-07 20:54:19,057 - mmaction - INFO - Epoch [16][1700/1879] lr: 5.166e-02, eta: 4 days, 15:45:33, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2703, top5_acc: 0.5184, loss_cls: 3.3937, loss: 3.3937, grad_norm: 2.1496 2021-07-07 20:54:36,286 - mmaction - INFO - Epoch [16][1720/1879] lr: 5.169e-02, eta: 4 days, 15:45:05, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2445, top5_acc: 0.4895, loss_cls: 3.5210, loss: 3.5210, grad_norm: 2.1295 2021-07-07 20:54:53,252 - mmaction - INFO - Epoch [16][1740/1879] lr: 5.172e-02, eta: 4 days, 15:44:35, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5148, loss_cls: 3.4089, loss: 3.4089, grad_norm: 2.1089 2021-07-07 20:55:10,349 - mmaction - INFO - Epoch [16][1760/1879] lr: 5.174e-02, eta: 4 days, 15:44:06, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.2656, top5_acc: 0.5043, loss_cls: 3.4754, loss: 3.4754, grad_norm: 2.1589 2021-07-07 20:55:27,503 - mmaction - INFO - Epoch [16][1780/1879] lr: 5.177e-02, eta: 4 days, 15:43:38, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5109, loss_cls: 3.4127, loss: 3.4127, grad_norm: 2.1788 2021-07-07 20:55:44,657 - mmaction - INFO - Epoch [16][1800/1879] lr: 5.180e-02, eta: 4 days, 15:43:09, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2461, top5_acc: 0.4906, loss_cls: 3.5361, loss: 3.5361, grad_norm: 2.1412 2021-07-07 20:56:01,725 - mmaction - INFO - Epoch [16][1820/1879] lr: 5.183e-02, eta: 4 days, 15:42:41, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2309, top5_acc: 0.4953, loss_cls: 3.5184, loss: 3.5184, grad_norm: 2.1306 2021-07-07 20:56:18,691 - mmaction - INFO - Epoch [16][1840/1879] lr: 5.185e-02, eta: 4 days, 15:42:10, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2555, top5_acc: 0.5246, loss_cls: 3.4161, loss: 3.4161, grad_norm: 2.0900 2021-07-07 20:56:35,743 - mmaction - INFO - Epoch [16][1860/1879] lr: 5.188e-02, eta: 4 days, 15:41:40, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.2551, top5_acc: 0.5152, loss_cls: 3.4343, loss: 3.4343, grad_norm: 2.1293 2021-07-07 20:57:00,876 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 20:57:00,880 - mmaction - INFO - 106 BN found 2021-07-07 21:01:36,028 - mmaction - INFO - BN stats updated 2021-07-07 21:01:38,048 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-07-07 21:03:47,406 - mmaction - INFO - Epoch [17][20/1879] lr: 5.188e-02, eta: 4 days, 16:03:49, time: 6.290, data_time: 5.444, memory: 6462, top1_acc: 0.2609, top5_acc: 0.5277, loss_cls: 3.4107, loss: 3.4107, grad_norm: 2.1993 2021-07-07 21:04:03,976 - mmaction - INFO - Epoch [17][40/1879] lr: 5.190e-02, eta: 4 days, 16:03:12, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.2609, top5_acc: 0.5027, loss_cls: 3.4346, loss: 3.4346, grad_norm: 2.1443 2021-07-07 21:04:20,518 - mmaction - INFO - Epoch [17][60/1879] lr: 5.193e-02, eta: 4 days, 16:02:34, time: 0.827, data_time: 0.001, memory: 6462, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4645, loss: 3.4645, grad_norm: 2.1152 2021-07-07 21:04:37,047 - mmaction - INFO - Epoch [17][80/1879] lr: 5.196e-02, eta: 4 days, 16:01:56, time: 0.825, data_time: 0.001, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5219, loss_cls: 3.4240, loss: 3.4240, grad_norm: 2.1879 2021-07-07 21:04:53,624 - mmaction - INFO - Epoch [17][100/1879] lr: 5.199e-02, eta: 4 days, 16:01:19, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5227, loss_cls: 3.4122, loss: 3.4122, grad_norm: 2.1741 2021-07-07 21:05:10,340 - mmaction - INFO - Epoch [17][120/1879] lr: 5.202e-02, eta: 4 days, 16:00:43, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5148, loss_cls: 3.3902, loss: 3.3902, grad_norm: 2.1849 2021-07-07 21:05:27,022 - mmaction - INFO - Epoch [17][140/1879] lr: 5.204e-02, eta: 4 days, 16:00:07, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5184, loss_cls: 3.4063, loss: 3.4063, grad_norm: 2.1515 2021-07-07 21:05:43,793 - mmaction - INFO - Epoch [17][160/1879] lr: 5.207e-02, eta: 4 days, 15:59:32, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.2695, top5_acc: 0.5090, loss_cls: 3.4257, loss: 3.4257, grad_norm: 2.1539 2021-07-07 21:06:00,898 - mmaction - INFO - Epoch [17][180/1879] lr: 5.210e-02, eta: 4 days, 15:59:02, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5125, loss_cls: 3.4581, loss: 3.4581, grad_norm: 2.1692 2021-07-07 21:06:17,929 - mmaction - INFO - Epoch [17][200/1879] lr: 5.213e-02, eta: 4 days, 15:58:32, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5238, loss_cls: 3.3857, loss: 3.3857, grad_norm: 2.2000 2021-07-07 21:06:35,080 - mmaction - INFO - Epoch [17][220/1879] lr: 5.216e-02, eta: 4 days, 15:58:02, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5168, loss_cls: 3.4065, loss: 3.4065, grad_norm: 2.0980 2021-07-07 21:06:52,084 - mmaction - INFO - Epoch [17][240/1879] lr: 5.218e-02, eta: 4 days, 15:57:33, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.2500, top5_acc: 0.5066, loss_cls: 3.4749, loss: 3.4749, grad_norm: 2.1900 2021-07-07 21:07:09,108 - mmaction - INFO - Epoch [17][260/1879] lr: 5.221e-02, eta: 4 days, 15:57:01, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.2770, top5_acc: 0.4996, loss_cls: 3.4595, loss: 3.4595, grad_norm: 2.1610 2021-07-07 21:07:26,114 - mmaction - INFO - Epoch [17][280/1879] lr: 5.224e-02, eta: 4 days, 15:56:31, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.2566, top5_acc: 0.5035, loss_cls: 3.4557, loss: 3.4557, grad_norm: 2.1646 2021-07-07 21:07:43,121 - mmaction - INFO - Epoch [17][300/1879] lr: 5.227e-02, eta: 4 days, 15:56:00, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5215, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.1415 2021-07-07 21:08:00,331 - mmaction - INFO - Epoch [17][320/1879] lr: 5.230e-02, eta: 4 days, 15:55:32, time: 0.861, data_time: 0.000, memory: 6462, top1_acc: 0.2559, top5_acc: 0.5180, loss_cls: 3.4178, loss: 3.4178, grad_norm: 2.1195 2021-07-07 21:08:17,196 - mmaction - INFO - Epoch [17][340/1879] lr: 5.232e-02, eta: 4 days, 15:54:59, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.2750, top5_acc: 0.5254, loss_cls: 3.3914, loss: 3.3914, grad_norm: 2.0803 2021-07-07 21:08:34,269 - mmaction - INFO - Epoch [17][360/1879] lr: 5.235e-02, eta: 4 days, 15:54:29, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2656, top5_acc: 0.5117, loss_cls: 3.4099, loss: 3.4099, grad_norm: 2.1641 2021-07-07 21:08:51,298 - mmaction - INFO - Epoch [17][380/1879] lr: 5.238e-02, eta: 4 days, 15:53:58, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.2812, top5_acc: 0.5133, loss_cls: 3.3607, loss: 3.3607, grad_norm: 2.2096 2021-07-07 21:09:08,307 - mmaction - INFO - Epoch [17][400/1879] lr: 5.241e-02, eta: 4 days, 15:53:28, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5172, loss_cls: 3.4548, loss: 3.4548, grad_norm: 2.1881 2021-07-07 21:09:25,448 - mmaction - INFO - Epoch [17][420/1879] lr: 5.243e-02, eta: 4 days, 15:52:59, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.2868, loss: 3.2868, grad_norm: 2.1543 2021-07-07 21:09:42,414 - mmaction - INFO - Epoch [17][440/1879] lr: 5.246e-02, eta: 4 days, 15:52:28, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5273, loss_cls: 3.3388, loss: 3.3388, grad_norm: 2.1739 2021-07-07 21:09:59,546 - mmaction - INFO - Epoch [17][460/1879] lr: 5.249e-02, eta: 4 days, 15:51:59, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2582, top5_acc: 0.5145, loss_cls: 3.4227, loss: 3.4227, grad_norm: 2.1276 2021-07-07 21:10:16,663 - mmaction - INFO - Epoch [17][480/1879] lr: 5.252e-02, eta: 4 days, 15:51:30, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5184, loss_cls: 3.4219, loss: 3.4219, grad_norm: 2.1800 2021-07-07 21:10:33,583 - mmaction - INFO - Epoch [17][500/1879] lr: 5.255e-02, eta: 4 days, 15:50:58, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.2766, top5_acc: 0.5148, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.1580 2021-07-07 21:10:50,530 - mmaction - INFO - Epoch [17][520/1879] lr: 5.257e-02, eta: 4 days, 15:50:26, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.2652, top5_acc: 0.5133, loss_cls: 3.4325, loss: 3.4325, grad_norm: 2.2034 2021-07-07 21:11:07,673 - mmaction - INFO - Epoch [17][540/1879] lr: 5.260e-02, eta: 4 days, 15:49:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2531, top5_acc: 0.5090, loss_cls: 3.4616, loss: 3.4616, grad_norm: 2.1943 2021-07-07 21:11:24,786 - mmaction - INFO - Epoch [17][560/1879] lr: 5.263e-02, eta: 4 days, 15:49:28, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2586, top5_acc: 0.5035, loss_cls: 3.4871, loss: 3.4871, grad_norm: 2.1972 2021-07-07 21:11:42,064 - mmaction - INFO - Epoch [17][580/1879] lr: 5.266e-02, eta: 4 days, 15:49:02, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.2789, top5_acc: 0.5383, loss_cls: 3.3466, loss: 3.3466, grad_norm: 2.1448 2021-07-07 21:11:59,120 - mmaction - INFO - Epoch [17][600/1879] lr: 5.269e-02, eta: 4 days, 15:48:32, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2582, top5_acc: 0.5188, loss_cls: 3.4530, loss: 3.4530, grad_norm: 2.1452 2021-07-07 21:12:16,228 - mmaction - INFO - Epoch [17][620/1879] lr: 5.271e-02, eta: 4 days, 15:48:03, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5082, loss_cls: 3.5021, loss: 3.5021, grad_norm: 2.1111 2021-07-07 21:12:33,379 - mmaction - INFO - Epoch [17][640/1879] lr: 5.274e-02, eta: 4 days, 15:47:34, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5246, loss_cls: 3.3589, loss: 3.3589, grad_norm: 2.1445 2021-07-07 21:12:50,536 - mmaction - INFO - Epoch [17][660/1879] lr: 5.277e-02, eta: 4 days, 15:47:06, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5195, loss_cls: 3.4260, loss: 3.4260, grad_norm: 2.1539 2021-07-07 21:13:07,801 - mmaction - INFO - Epoch [17][680/1879] lr: 5.280e-02, eta: 4 days, 15:46:39, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.2488, top5_acc: 0.4902, loss_cls: 3.4878, loss: 3.4878, grad_norm: 2.1524 2021-07-07 21:13:24,919 - mmaction - INFO - Epoch [17][700/1879] lr: 5.283e-02, eta: 4 days, 15:46:10, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2676, top5_acc: 0.5180, loss_cls: 3.4261, loss: 3.4261, grad_norm: 2.1520 2021-07-07 21:13:42,140 - mmaction - INFO - Epoch [17][720/1879] lr: 5.285e-02, eta: 4 days, 15:45:43, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.2641, top5_acc: 0.4938, loss_cls: 3.5050, loss: 3.5050, grad_norm: 2.1732 2021-07-07 21:13:59,408 - mmaction - INFO - Epoch [17][740/1879] lr: 5.288e-02, eta: 4 days, 15:45:16, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.2816, top5_acc: 0.5336, loss_cls: 3.3724, loss: 3.3724, grad_norm: 2.1135 2021-07-07 21:14:16,406 - mmaction - INFO - Epoch [17][760/1879] lr: 5.291e-02, eta: 4 days, 15:44:46, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2641, top5_acc: 0.5180, loss_cls: 3.3706, loss: 3.3706, grad_norm: 2.1546 2021-07-07 21:14:33,588 - mmaction - INFO - Epoch [17][780/1879] lr: 5.294e-02, eta: 4 days, 15:44:18, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2797, top5_acc: 0.5227, loss_cls: 3.3944, loss: 3.3944, grad_norm: 2.1321 2021-07-07 21:14:50,680 - mmaction - INFO - Epoch [17][800/1879] lr: 5.296e-02, eta: 4 days, 15:43:48, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5324, loss_cls: 3.3571, loss: 3.3571, grad_norm: 2.1041 2021-07-07 21:15:07,875 - mmaction - INFO - Epoch [17][820/1879] lr: 5.299e-02, eta: 4 days, 15:43:20, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2664, top5_acc: 0.5320, loss_cls: 3.3657, loss: 3.3657, grad_norm: 2.2016 2021-07-07 21:15:25,146 - mmaction - INFO - Epoch [17][840/1879] lr: 5.302e-02, eta: 4 days, 15:42:54, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.2680, top5_acc: 0.5234, loss_cls: 3.3909, loss: 3.3909, grad_norm: 2.1909 2021-07-07 21:15:42,274 - mmaction - INFO - Epoch [17][860/1879] lr: 5.305e-02, eta: 4 days, 15:42:25, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2738, top5_acc: 0.5277, loss_cls: 3.3837, loss: 3.3837, grad_norm: 2.1665 2021-07-07 21:15:59,369 - mmaction - INFO - Epoch [17][880/1879] lr: 5.308e-02, eta: 4 days, 15:41:56, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2539, top5_acc: 0.5016, loss_cls: 3.4910, loss: 3.4910, grad_norm: 2.1650 2021-07-07 21:16:16,591 - mmaction - INFO - Epoch [17][900/1879] lr: 5.310e-02, eta: 4 days, 15:41:29, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.2602, top5_acc: 0.4957, loss_cls: 3.4927, loss: 3.4927, grad_norm: 2.0885 2021-07-07 21:16:33,728 - mmaction - INFO - Epoch [17][920/1879] lr: 5.313e-02, eta: 4 days, 15:41:00, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5258, loss_cls: 3.3620, loss: 3.3620, grad_norm: 2.1885 2021-07-07 21:16:50,963 - mmaction - INFO - Epoch [17][940/1879] lr: 5.316e-02, eta: 4 days, 15:40:33, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.2695, top5_acc: 0.5105, loss_cls: 3.4222, loss: 3.4222, grad_norm: 2.1655 2021-07-07 21:17:08,212 - mmaction - INFO - Epoch [17][960/1879] lr: 5.319e-02, eta: 4 days, 15:40:07, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.2668, top5_acc: 0.5207, loss_cls: 3.4024, loss: 3.4024, grad_norm: 2.1198 2021-07-07 21:17:25,210 - mmaction - INFO - Epoch [17][980/1879] lr: 5.322e-02, eta: 4 days, 15:39:36, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.2738, top5_acc: 0.5254, loss_cls: 3.3398, loss: 3.3398, grad_norm: 2.2168 2021-07-07 21:17:42,459 - mmaction - INFO - Epoch [17][1000/1879] lr: 5.324e-02, eta: 4 days, 15:39:08, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2699, top5_acc: 0.5094, loss_cls: 3.4283, loss: 3.4283, grad_norm: 2.1145 2021-07-07 21:17:59,620 - mmaction - INFO - Epoch [17][1020/1879] lr: 5.327e-02, eta: 4 days, 15:38:41, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5211, loss_cls: 3.3830, loss: 3.3830, grad_norm: 2.1311 2021-07-07 21:18:16,788 - mmaction - INFO - Epoch [17][1040/1879] lr: 5.330e-02, eta: 4 days, 15:38:13, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2684, top5_acc: 0.4969, loss_cls: 3.4545, loss: 3.4545, grad_norm: 2.1062 2021-07-07 21:18:34,012 - mmaction - INFO - Epoch [17][1060/1879] lr: 5.333e-02, eta: 4 days, 15:37:46, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.2684, top5_acc: 0.5270, loss_cls: 3.3819, loss: 3.3819, grad_norm: 2.1493 2021-07-07 21:18:50,991 - mmaction - INFO - Epoch [17][1080/1879] lr: 5.336e-02, eta: 4 days, 15:37:15, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.2727, top5_acc: 0.5137, loss_cls: 3.4396, loss: 3.4396, grad_norm: 2.1601 2021-07-07 21:19:08,180 - mmaction - INFO - Epoch [17][1100/1879] lr: 5.338e-02, eta: 4 days, 15:36:47, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5418, loss_cls: 3.3059, loss: 3.3059, grad_norm: 2.1599 2021-07-07 21:19:25,315 - mmaction - INFO - Epoch [17][1120/1879] lr: 5.341e-02, eta: 4 days, 15:36:20, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2711, top5_acc: 0.5309, loss_cls: 3.3583, loss: 3.3583, grad_norm: 2.1156 2021-07-07 21:19:42,420 - mmaction - INFO - Epoch [17][1140/1879] lr: 5.344e-02, eta: 4 days, 15:35:50, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2570, top5_acc: 0.5078, loss_cls: 3.4329, loss: 3.4329, grad_norm: 2.1687 2021-07-07 21:19:59,364 - mmaction - INFO - Epoch [17][1160/1879] lr: 5.347e-02, eta: 4 days, 15:35:19, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.2758, top5_acc: 0.5242, loss_cls: 3.4082, loss: 3.4082, grad_norm: 2.1366 2021-07-07 21:20:16,505 - mmaction - INFO - Epoch [17][1180/1879] lr: 5.349e-02, eta: 4 days, 15:34:51, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.3733, loss: 3.3733, grad_norm: 2.1438 2021-07-07 21:20:33,837 - mmaction - INFO - Epoch [17][1200/1879] lr: 5.352e-02, eta: 4 days, 15:34:26, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.2676, top5_acc: 0.5207, loss_cls: 3.3845, loss: 3.3845, grad_norm: 2.1260 2021-07-07 21:20:50,801 - mmaction - INFO - Epoch [17][1220/1879] lr: 5.355e-02, eta: 4 days, 15:33:55, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.2656, top5_acc: 0.5105, loss_cls: 3.4412, loss: 3.4412, grad_norm: 2.1514 2021-07-07 21:21:07,930 - mmaction - INFO - Epoch [17][1240/1879] lr: 5.358e-02, eta: 4 days, 15:33:27, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2621, top5_acc: 0.5164, loss_cls: 3.4232, loss: 3.4232, grad_norm: 2.1391 2021-07-07 21:21:25,237 - mmaction - INFO - Epoch [17][1260/1879] lr: 5.361e-02, eta: 4 days, 15:33:00, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.3779, loss: 3.3779, grad_norm: 2.1608 2021-07-07 21:21:42,254 - mmaction - INFO - Epoch [17][1280/1879] lr: 5.363e-02, eta: 4 days, 15:32:31, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5180, loss_cls: 3.3972, loss: 3.3972, grad_norm: 2.1606 2021-07-07 21:21:59,363 - mmaction - INFO - Epoch [17][1300/1879] lr: 5.366e-02, eta: 4 days, 15:32:02, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5195, loss_cls: 3.4101, loss: 3.4101, grad_norm: 2.1732 2021-07-07 21:22:16,376 - mmaction - INFO - Epoch [17][1320/1879] lr: 5.369e-02, eta: 4 days, 15:31:32, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.2684, top5_acc: 0.5117, loss_cls: 3.4411, loss: 3.4411, grad_norm: 2.2209 2021-07-07 21:22:33,559 - mmaction - INFO - Epoch [17][1340/1879] lr: 5.372e-02, eta: 4 days, 15:31:05, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2520, top5_acc: 0.4988, loss_cls: 3.4896, loss: 3.4896, grad_norm: 2.1616 2021-07-07 21:22:50,791 - mmaction - INFO - Epoch [17][1360/1879] lr: 5.375e-02, eta: 4 days, 15:30:38, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.2676, top5_acc: 0.5219, loss_cls: 3.3731, loss: 3.3731, grad_norm: 2.1321 2021-07-07 21:23:07,986 - mmaction - INFO - Epoch [17][1380/1879] lr: 5.377e-02, eta: 4 days, 15:30:10, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2746, top5_acc: 0.5176, loss_cls: 3.3533, loss: 3.3533, grad_norm: 2.1680 2021-07-07 21:23:24,937 - mmaction - INFO - Epoch [17][1400/1879] lr: 5.380e-02, eta: 4 days, 15:29:40, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5195, loss_cls: 3.4217, loss: 3.4217, grad_norm: 2.1578 2021-07-07 21:23:42,050 - mmaction - INFO - Epoch [17][1420/1879] lr: 5.383e-02, eta: 4 days, 15:29:11, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2723, top5_acc: 0.5047, loss_cls: 3.4414, loss: 3.4414, grad_norm: 2.1514 2021-07-07 21:23:59,134 - mmaction - INFO - Epoch [17][1440/1879] lr: 5.386e-02, eta: 4 days, 15:28:42, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5316, loss_cls: 3.3773, loss: 3.3773, grad_norm: 2.1410 2021-07-07 21:24:16,287 - mmaction - INFO - Epoch [17][1460/1879] lr: 5.389e-02, eta: 4 days, 15:28:14, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5242, loss_cls: 3.3502, loss: 3.3502, grad_norm: 2.1384 2021-07-07 21:24:33,373 - mmaction - INFO - Epoch [17][1480/1879] lr: 5.391e-02, eta: 4 days, 15:27:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5484, loss_cls: 3.3097, loss: 3.3097, grad_norm: 2.1704 2021-07-07 21:24:50,456 - mmaction - INFO - Epoch [17][1500/1879] lr: 5.394e-02, eta: 4 days, 15:27:17, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5230, loss_cls: 3.3943, loss: 3.3943, grad_norm: 2.1828 2021-07-07 21:25:07,810 - mmaction - INFO - Epoch [17][1520/1879] lr: 5.397e-02, eta: 4 days, 15:26:51, time: 0.864, data_time: 0.000, memory: 6462, top1_acc: 0.2730, top5_acc: 0.5250, loss_cls: 3.3904, loss: 3.3904, grad_norm: 2.1753 2021-07-07 21:25:24,848 - mmaction - INFO - Epoch [17][1540/1879] lr: 5.400e-02, eta: 4 days, 15:26:22, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2508, top5_acc: 0.5039, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.1706 2021-07-07 21:25:41,958 - mmaction - INFO - Epoch [17][1560/1879] lr: 5.403e-02, eta: 4 days, 15:25:54, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2664, top5_acc: 0.5125, loss_cls: 3.4723, loss: 3.4723, grad_norm: 2.2073 2021-07-07 21:25:59,110 - mmaction - INFO - Epoch [17][1580/1879] lr: 5.405e-02, eta: 4 days, 15:25:26, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5152, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.0735 2021-07-07 21:26:16,206 - mmaction - INFO - Epoch [17][1600/1879] lr: 5.408e-02, eta: 4 days, 15:24:58, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5277, loss_cls: 3.3783, loss: 3.3783, grad_norm: 2.1255 2021-07-07 21:26:33,343 - mmaction - INFO - Epoch [17][1620/1879] lr: 5.411e-02, eta: 4 days, 15:24:29, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5223, loss_cls: 3.4163, loss: 3.4163, grad_norm: 2.1608 2021-07-07 21:26:50,477 - mmaction - INFO - Epoch [17][1640/1879] lr: 5.414e-02, eta: 4 days, 15:24:02, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5270, loss_cls: 3.3523, loss: 3.3523, grad_norm: 2.1275 2021-07-07 21:27:07,498 - mmaction - INFO - Epoch [17][1660/1879] lr: 5.416e-02, eta: 4 days, 15:23:31, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5105, loss_cls: 3.4449, loss: 3.4449, grad_norm: 2.1553 2021-07-07 21:27:24,590 - mmaction - INFO - Epoch [17][1680/1879] lr: 5.419e-02, eta: 4 days, 15:23:02, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5168, loss_cls: 3.4270, loss: 3.4270, grad_norm: 2.1201 2021-07-07 21:27:41,638 - mmaction - INFO - Epoch [17][1700/1879] lr: 5.422e-02, eta: 4 days, 15:22:34, time: 0.855, data_time: 0.007, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5148, loss_cls: 3.4479, loss: 3.4479, grad_norm: 2.1594 2021-07-07 21:27:58,893 - mmaction - INFO - Epoch [17][1720/1879] lr: 5.425e-02, eta: 4 days, 15:22:08, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.2840, top5_acc: 0.5352, loss_cls: 3.3353, loss: 3.3353, grad_norm: 2.1629 2021-07-07 21:28:16,059 - mmaction - INFO - Epoch [17][1740/1879] lr: 5.428e-02, eta: 4 days, 15:21:41, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.2539, top5_acc: 0.5059, loss_cls: 3.4589, loss: 3.4589, grad_norm: 2.1744 2021-07-07 21:28:33,100 - mmaction - INFO - Epoch [17][1760/1879] lr: 5.430e-02, eta: 4 days, 15:21:11, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5188, loss_cls: 3.3878, loss: 3.3878, grad_norm: 2.0959 2021-07-07 21:28:50,176 - mmaction - INFO - Epoch [17][1780/1879] lr: 5.433e-02, eta: 4 days, 15:20:42, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2703, top5_acc: 0.5129, loss_cls: 3.4228, loss: 3.4228, grad_norm: 2.1533 2021-07-07 21:29:07,289 - mmaction - INFO - Epoch [17][1800/1879] lr: 5.436e-02, eta: 4 days, 15:20:14, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2773, top5_acc: 0.5270, loss_cls: 3.3646, loss: 3.3646, grad_norm: 2.1526 2021-07-07 21:29:24,284 - mmaction - INFO - Epoch [17][1820/1879] lr: 5.439e-02, eta: 4 days, 15:19:44, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2660, top5_acc: 0.5078, loss_cls: 3.4240, loss: 3.4240, grad_norm: 2.1735 2021-07-07 21:29:41,363 - mmaction - INFO - Epoch [17][1840/1879] lr: 5.442e-02, eta: 4 days, 15:19:15, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.2633, top5_acc: 0.5105, loss_cls: 3.4176, loss: 3.4176, grad_norm: 2.1950 2021-07-07 21:29:58,497 - mmaction - INFO - Epoch [17][1860/1879] lr: 5.444e-02, eta: 4 days, 15:18:48, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2617, top5_acc: 0.5145, loss_cls: 3.4249, loss: 3.4249, grad_norm: 2.1300 2021-07-07 21:30:24,984 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 21:30:24,992 - mmaction - INFO - 106 BN found 2021-07-07 21:34:58,351 - mmaction - INFO - BN stats updated 2021-07-07 21:37:22,176 - mmaction - INFO - Epoch [18][20/1879] lr: 5.443e-02, eta: 4 days, 15:43:16, time: 7.088, data_time: 6.208, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5355, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.1369 2021-07-07 21:37:38,734 - mmaction - INFO - Epoch [18][40/1879] lr: 5.446e-02, eta: 4 days, 15:42:39, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.2766, top5_acc: 0.5281, loss_cls: 3.3770, loss: 3.3770, grad_norm: 2.1994 2021-07-07 21:37:55,204 - mmaction - INFO - Epoch [18][60/1879] lr: 5.449e-02, eta: 4 days, 15:42:01, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.2859, top5_acc: 0.5164, loss_cls: 3.4026, loss: 3.4026, grad_norm: 2.1673 2021-07-07 21:38:11,832 - mmaction - INFO - Epoch [18][80/1879] lr: 5.451e-02, eta: 4 days, 15:41:25, time: 0.831, data_time: 0.005, memory: 6462, top1_acc: 0.2660, top5_acc: 0.5246, loss_cls: 3.4128, loss: 3.4128, grad_norm: 2.1282 2021-07-07 21:38:28,345 - mmaction - INFO - Epoch [18][100/1879] lr: 5.454e-02, eta: 4 days, 15:40:48, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5297, loss_cls: 3.3617, loss: 3.3617, grad_norm: 2.1522 2021-07-07 21:38:45,101 - mmaction - INFO - Epoch [18][120/1879] lr: 5.457e-02, eta: 4 days, 15:40:13, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.2711, top5_acc: 0.5285, loss_cls: 3.3287, loss: 3.3287, grad_norm: 2.1804 2021-07-07 21:39:01,828 - mmaction - INFO - Epoch [18][140/1879] lr: 5.460e-02, eta: 4 days, 15:39:40, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5168, loss_cls: 3.3540, loss: 3.3540, grad_norm: 2.1276 2021-07-07 21:39:18,775 - mmaction - INFO - Epoch [18][160/1879] lr: 5.463e-02, eta: 4 days, 15:39:08, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.2723, top5_acc: 0.5148, loss_cls: 3.3733, loss: 3.3733, grad_norm: 2.2206 2021-07-07 21:39:35,737 - mmaction - INFO - Epoch [18][180/1879] lr: 5.465e-02, eta: 4 days, 15:38:37, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5367, loss_cls: 3.3591, loss: 3.3591, grad_norm: 2.1887 2021-07-07 21:39:52,553 - mmaction - INFO - Epoch [18][200/1879] lr: 5.468e-02, eta: 4 days, 15:38:04, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5320, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.1093 2021-07-07 21:40:09,634 - mmaction - INFO - Epoch [18][220/1879] lr: 5.471e-02, eta: 4 days, 15:37:34, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5055, loss_cls: 3.4330, loss: 3.4330, grad_norm: 2.1840 2021-07-07 21:40:26,477 - mmaction - INFO - Epoch [18][240/1879] lr: 5.474e-02, eta: 4 days, 15:37:02, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.2746, top5_acc: 0.5160, loss_cls: 3.3935, loss: 3.3935, grad_norm: 2.1406 2021-07-07 21:40:43,648 - mmaction - INFO - Epoch [18][260/1879] lr: 5.476e-02, eta: 4 days, 15:36:32, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2840, top5_acc: 0.5168, loss_cls: 3.3854, loss: 3.3854, grad_norm: 2.1324 2021-07-07 21:41:00,453 - mmaction - INFO - Epoch [18][280/1879] lr: 5.479e-02, eta: 4 days, 15:36:00, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.2758, top5_acc: 0.5125, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.1748 2021-07-07 21:41:17,430 - mmaction - INFO - Epoch [18][300/1879] lr: 5.482e-02, eta: 4 days, 15:35:29, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.2805, top5_acc: 0.5281, loss_cls: 3.3333, loss: 3.3333, grad_norm: 2.1921 2021-07-07 21:41:34,472 - mmaction - INFO - Epoch [18][320/1879] lr: 5.485e-02, eta: 4 days, 15:34:59, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.2574, top5_acc: 0.5168, loss_cls: 3.3980, loss: 3.3980, grad_norm: 2.1607 2021-07-07 21:41:51,475 - mmaction - INFO - Epoch [18][340/1879] lr: 5.488e-02, eta: 4 days, 15:34:29, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2816, top5_acc: 0.5320, loss_cls: 3.3626, loss: 3.3626, grad_norm: 2.1789 2021-07-07 21:42:08,390 - mmaction - INFO - Epoch [18][360/1879] lr: 5.490e-02, eta: 4 days, 15:33:58, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5320, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.1373 2021-07-07 21:42:25,612 - mmaction - INFO - Epoch [18][380/1879] lr: 5.493e-02, eta: 4 days, 15:33:30, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5238, loss_cls: 3.3975, loss: 3.3975, grad_norm: 2.2035 2021-07-07 21:42:42,747 - mmaction - INFO - Epoch [18][400/1879] lr: 5.496e-02, eta: 4 days, 15:33:01, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5375, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.1440 2021-07-07 21:42:59,803 - mmaction - INFO - Epoch [18][420/1879] lr: 5.499e-02, eta: 4 days, 15:32:32, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5340, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.1882 2021-07-07 21:43:16,918 - mmaction - INFO - Epoch [18][440/1879] lr: 5.502e-02, eta: 4 days, 15:32:03, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5305, loss_cls: 3.3453, loss: 3.3453, grad_norm: 2.1894 2021-07-07 21:43:33,954 - mmaction - INFO - Epoch [18][460/1879] lr: 5.504e-02, eta: 4 days, 15:31:33, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2812, top5_acc: 0.5238, loss_cls: 3.3859, loss: 3.3859, grad_norm: 2.1833 2021-07-07 21:43:50,931 - mmaction - INFO - Epoch [18][480/1879] lr: 5.507e-02, eta: 4 days, 15:31:03, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5320, loss_cls: 3.2968, loss: 3.2968, grad_norm: 2.1571 2021-07-07 21:44:08,132 - mmaction - INFO - Epoch [18][500/1879] lr: 5.510e-02, eta: 4 days, 15:30:34, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2891, top5_acc: 0.5250, loss_cls: 3.3672, loss: 3.3672, grad_norm: 2.1701 2021-07-07 21:44:25,203 - mmaction - INFO - Epoch [18][520/1879] lr: 5.513e-02, eta: 4 days, 15:30:06, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5328, loss_cls: 3.3357, loss: 3.3357, grad_norm: 2.1050 2021-07-07 21:44:42,387 - mmaction - INFO - Epoch [18][540/1879] lr: 5.515e-02, eta: 4 days, 15:29:38, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.4155, loss: 3.4155, grad_norm: 2.1326 2021-07-07 21:44:59,473 - mmaction - INFO - Epoch [18][560/1879] lr: 5.518e-02, eta: 4 days, 15:29:09, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5199, loss_cls: 3.3848, loss: 3.3848, grad_norm: 2.2035 2021-07-07 21:45:16,711 - mmaction - INFO - Epoch [18][580/1879] lr: 5.521e-02, eta: 4 days, 15:28:41, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2645, top5_acc: 0.5098, loss_cls: 3.3778, loss: 3.3778, grad_norm: 2.1371 2021-07-07 21:45:33,868 - mmaction - INFO - Epoch [18][600/1879] lr: 5.524e-02, eta: 4 days, 15:28:14, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5391, loss_cls: 3.3463, loss: 3.3463, grad_norm: 2.1308 2021-07-07 21:45:51,061 - mmaction - INFO - Epoch [18][620/1879] lr: 5.527e-02, eta: 4 days, 15:27:46, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5203, loss_cls: 3.3881, loss: 3.3881, grad_norm: 2.1834 2021-07-07 21:46:08,053 - mmaction - INFO - Epoch [18][640/1879] lr: 5.529e-02, eta: 4 days, 15:27:16, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5383, loss_cls: 3.3424, loss: 3.3424, grad_norm: 2.1097 2021-07-07 21:46:25,166 - mmaction - INFO - Epoch [18][660/1879] lr: 5.532e-02, eta: 4 days, 15:26:47, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.2859, top5_acc: 0.5270, loss_cls: 3.3410, loss: 3.3410, grad_norm: 2.1090 2021-07-07 21:46:42,177 - mmaction - INFO - Epoch [18][680/1879] lr: 5.535e-02, eta: 4 days, 15:26:17, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2789, top5_acc: 0.5254, loss_cls: 3.3541, loss: 3.3541, grad_norm: 2.1116 2021-07-07 21:46:59,264 - mmaction - INFO - Epoch [18][700/1879] lr: 5.538e-02, eta: 4 days, 15:25:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5199, loss_cls: 3.3457, loss: 3.3457, grad_norm: 2.1842 2021-07-07 21:47:16,328 - mmaction - INFO - Epoch [18][720/1879] lr: 5.541e-02, eta: 4 days, 15:25:19, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5383, loss_cls: 3.3083, loss: 3.3083, grad_norm: 2.1225 2021-07-07 21:47:33,469 - mmaction - INFO - Epoch [18][740/1879] lr: 5.543e-02, eta: 4 days, 15:24:50, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2652, top5_acc: 0.5086, loss_cls: 3.4169, loss: 3.4169, grad_norm: 2.1456 2021-07-07 21:47:50,461 - mmaction - INFO - Epoch [18][760/1879] lr: 5.546e-02, eta: 4 days, 15:24:21, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5359, loss_cls: 3.3360, loss: 3.3360, grad_norm: 2.1577 2021-07-07 21:48:07,586 - mmaction - INFO - Epoch [18][780/1879] lr: 5.549e-02, eta: 4 days, 15:23:52, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.1354 2021-07-07 21:48:24,598 - mmaction - INFO - Epoch [18][800/1879] lr: 5.552e-02, eta: 4 days, 15:23:22, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5344, loss_cls: 3.3510, loss: 3.3510, grad_norm: 2.1700 2021-07-07 21:48:41,760 - mmaction - INFO - Epoch [18][820/1879] lr: 5.554e-02, eta: 4 days, 15:22:54, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5246, loss_cls: 3.3738, loss: 3.3738, grad_norm: 2.1583 2021-07-07 21:48:58,901 - mmaction - INFO - Epoch [18][840/1879] lr: 5.557e-02, eta: 4 days, 15:22:26, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2590, top5_acc: 0.4957, loss_cls: 3.4552, loss: 3.4552, grad_norm: 2.1917 2021-07-07 21:49:16,232 - mmaction - INFO - Epoch [18][860/1879] lr: 5.560e-02, eta: 4 days, 15:22:01, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.2828, top5_acc: 0.5285, loss_cls: 3.3513, loss: 3.3513, grad_norm: 2.1463 2021-07-07 21:49:33,304 - mmaction - INFO - Epoch [18][880/1879] lr: 5.563e-02, eta: 4 days, 15:21:31, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5195, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.1276 2021-07-07 21:49:50,421 - mmaction - INFO - Epoch [18][900/1879] lr: 5.566e-02, eta: 4 days, 15:21:03, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5258, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.1158 2021-07-07 21:50:07,598 - mmaction - INFO - Epoch [18][920/1879] lr: 5.568e-02, eta: 4 days, 15:20:35, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5242, loss_cls: 3.3348, loss: 3.3348, grad_norm: 2.1779 2021-07-07 21:50:24,749 - mmaction - INFO - Epoch [18][940/1879] lr: 5.571e-02, eta: 4 days, 15:20:08, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.2684, top5_acc: 0.5137, loss_cls: 3.4172, loss: 3.4172, grad_norm: 2.1778 2021-07-07 21:50:41,787 - mmaction - INFO - Epoch [18][960/1879] lr: 5.574e-02, eta: 4 days, 15:19:37, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5246, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.1667 2021-07-07 21:50:58,860 - mmaction - INFO - Epoch [18][980/1879] lr: 5.577e-02, eta: 4 days, 15:19:09, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2773, top5_acc: 0.5336, loss_cls: 3.3560, loss: 3.3560, grad_norm: 2.1394 2021-07-07 21:51:15,883 - mmaction - INFO - Epoch [18][1000/1879] lr: 5.580e-02, eta: 4 days, 15:18:39, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5086, loss_cls: 3.3708, loss: 3.3708, grad_norm: 2.1489 2021-07-07 21:51:32,892 - mmaction - INFO - Epoch [18][1020/1879] lr: 5.582e-02, eta: 4 days, 15:18:10, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5320, loss_cls: 3.3504, loss: 3.3504, grad_norm: 2.1503 2021-07-07 21:51:49,905 - mmaction - INFO - Epoch [18][1040/1879] lr: 5.585e-02, eta: 4 days, 15:17:40, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5445, loss_cls: 3.3154, loss: 3.3154, grad_norm: 2.1823 2021-07-07 21:52:07,055 - mmaction - INFO - Epoch [18][1060/1879] lr: 5.588e-02, eta: 4 days, 15:17:12, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5199, loss_cls: 3.3603, loss: 3.3603, grad_norm: 2.1380 2021-07-07 21:52:24,295 - mmaction - INFO - Epoch [18][1080/1879] lr: 5.591e-02, eta: 4 days, 15:16:46, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5418, loss_cls: 3.3177, loss: 3.3177, grad_norm: 2.1717 2021-07-07 21:52:41,487 - mmaction - INFO - Epoch [18][1100/1879] lr: 5.594e-02, eta: 4 days, 15:16:18, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2859, top5_acc: 0.5445, loss_cls: 3.3046, loss: 3.3046, grad_norm: 2.1677 2021-07-07 21:52:58,652 - mmaction - INFO - Epoch [18][1120/1879] lr: 5.596e-02, eta: 4 days, 15:15:50, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.2828, top5_acc: 0.5273, loss_cls: 3.3409, loss: 3.3409, grad_norm: 2.1763 2021-07-07 21:53:15,651 - mmaction - INFO - Epoch [18][1140/1879] lr: 5.599e-02, eta: 4 days, 15:15:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5152, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.1484 2021-07-07 21:53:32,950 - mmaction - INFO - Epoch [18][1160/1879] lr: 5.602e-02, eta: 4 days, 15:14:55, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5219, loss_cls: 3.3658, loss: 3.3658, grad_norm: 2.1422 2021-07-07 21:53:50,021 - mmaction - INFO - Epoch [18][1180/1879] lr: 5.605e-02, eta: 4 days, 15:14:26, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.3904, loss: 3.3904, grad_norm: 2.1573 2021-07-07 21:54:07,056 - mmaction - INFO - Epoch [18][1200/1879] lr: 5.607e-02, eta: 4 days, 15:13:57, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5203, loss_cls: 3.3781, loss: 3.3781, grad_norm: 2.1709 2021-07-07 21:54:24,136 - mmaction - INFO - Epoch [18][1220/1879] lr: 5.610e-02, eta: 4 days, 15:13:28, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5262, loss_cls: 3.3755, loss: 3.3755, grad_norm: 2.1220 2021-07-07 21:54:41,326 - mmaction - INFO - Epoch [18][1240/1879] lr: 5.613e-02, eta: 4 days, 15:13:01, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5402, loss_cls: 3.3422, loss: 3.3422, grad_norm: 2.1418 2021-07-07 21:54:58,340 - mmaction - INFO - Epoch [18][1260/1879] lr: 5.616e-02, eta: 4 days, 15:12:31, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.2797, top5_acc: 0.5332, loss_cls: 3.3573, loss: 3.3573, grad_norm: 2.1660 2021-07-07 21:55:15,412 - mmaction - INFO - Epoch [18][1280/1879] lr: 5.619e-02, eta: 4 days, 15:12:02, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2766, top5_acc: 0.5211, loss_cls: 3.3662, loss: 3.3662, grad_norm: 2.1661 2021-07-07 21:55:32,448 - mmaction - INFO - Epoch [18][1300/1879] lr: 5.621e-02, eta: 4 days, 15:11:33, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5348, loss_cls: 3.3184, loss: 3.3184, grad_norm: 2.1501 2021-07-07 21:55:49,560 - mmaction - INFO - Epoch [18][1320/1879] lr: 5.624e-02, eta: 4 days, 15:11:05, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5207, loss_cls: 3.3626, loss: 3.3626, grad_norm: 2.1327 2021-07-07 21:56:06,710 - mmaction - INFO - Epoch [18][1340/1879] lr: 5.627e-02, eta: 4 days, 15:10:38, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5215, loss_cls: 3.3580, loss: 3.3580, grad_norm: 2.1654 2021-07-07 21:56:23,971 - mmaction - INFO - Epoch [18][1360/1879] lr: 5.630e-02, eta: 4 days, 15:10:10, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2855, top5_acc: 0.5402, loss_cls: 3.3678, loss: 3.3678, grad_norm: 2.1801 2021-07-07 21:56:41,102 - mmaction - INFO - Epoch [18][1380/1879] lr: 5.633e-02, eta: 4 days, 15:09:43, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5332, loss_cls: 3.3625, loss: 3.3625, grad_norm: 2.2321 2021-07-07 21:56:58,312 - mmaction - INFO - Epoch [18][1400/1879] lr: 5.635e-02, eta: 4 days, 15:09:17, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.2660, top5_acc: 0.5164, loss_cls: 3.4107, loss: 3.4107, grad_norm: 2.1748 2021-07-07 21:57:15,556 - mmaction - INFO - Epoch [18][1420/1879] lr: 5.638e-02, eta: 4 days, 15:08:50, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5230, loss_cls: 3.3583, loss: 3.3583, grad_norm: 2.0971 2021-07-07 21:57:32,755 - mmaction - INFO - Epoch [18][1440/1879] lr: 5.641e-02, eta: 4 days, 15:08:22, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5383, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.0753 2021-07-07 21:57:49,654 - mmaction - INFO - Epoch [18][1460/1879] lr: 5.644e-02, eta: 4 days, 15:07:52, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.2773, top5_acc: 0.5492, loss_cls: 3.2903, loss: 3.2903, grad_norm: 2.1693 2021-07-07 21:58:07,028 - mmaction - INFO - Epoch [18][1480/1879] lr: 5.646e-02, eta: 4 days, 15:07:28, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.2723, top5_acc: 0.5246, loss_cls: 3.3489, loss: 3.3489, grad_norm: 2.1753 2021-07-07 21:58:24,287 - mmaction - INFO - Epoch [18][1500/1879] lr: 5.649e-02, eta: 4 days, 15:07:02, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5305, loss_cls: 3.3473, loss: 3.3473, grad_norm: 2.2067 2021-07-07 21:58:41,551 - mmaction - INFO - Epoch [18][1520/1879] lr: 5.652e-02, eta: 4 days, 15:06:35, time: 0.861, data_time: 0.000, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5410, loss_cls: 3.3077, loss: 3.3077, grad_norm: 2.1654 2021-07-07 21:58:58,683 - mmaction - INFO - Epoch [18][1540/1879] lr: 5.655e-02, eta: 4 days, 15:06:08, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5266, loss_cls: 3.3616, loss: 3.3616, grad_norm: 2.1357 2021-07-07 21:59:15,900 - mmaction - INFO - Epoch [18][1560/1879] lr: 5.658e-02, eta: 4 days, 15:05:41, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5242, loss_cls: 3.3683, loss: 3.3683, grad_norm: 2.1791 2021-07-07 21:59:33,067 - mmaction - INFO - Epoch [18][1580/1879] lr: 5.660e-02, eta: 4 days, 15:05:14, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.2805, top5_acc: 0.5461, loss_cls: 3.3047, loss: 3.3047, grad_norm: 2.1156 2021-07-07 21:59:50,142 - mmaction - INFO - Epoch [18][1600/1879] lr: 5.663e-02, eta: 4 days, 15:04:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5398, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.1367 2021-07-07 22:00:07,128 - mmaction - INFO - Epoch [18][1620/1879] lr: 5.666e-02, eta: 4 days, 15:04:16, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.2746, top5_acc: 0.5215, loss_cls: 3.3445, loss: 3.3445, grad_norm: 2.1755 2021-07-07 22:00:24,173 - mmaction - INFO - Epoch [18][1640/1879] lr: 5.669e-02, eta: 4 days, 15:03:47, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5262, loss_cls: 3.3940, loss: 3.3940, grad_norm: 2.1824 2021-07-07 22:00:41,280 - mmaction - INFO - Epoch [18][1660/1879] lr: 5.672e-02, eta: 4 days, 15:03:18, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5090, loss_cls: 3.4288, loss: 3.4288, grad_norm: 2.1416 2021-07-07 22:00:58,513 - mmaction - INFO - Epoch [18][1680/1879] lr: 5.674e-02, eta: 4 days, 15:02:52, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5172, loss_cls: 3.4433, loss: 3.4433, grad_norm: 2.1666 2021-07-07 22:01:15,719 - mmaction - INFO - Epoch [18][1700/1879] lr: 5.677e-02, eta: 4 days, 15:02:26, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5137, loss_cls: 3.4244, loss: 3.4244, grad_norm: 2.1767 2021-07-07 22:01:33,040 - mmaction - INFO - Epoch [18][1720/1879] lr: 5.680e-02, eta: 4 days, 15:02:00, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5332, loss_cls: 3.3606, loss: 3.3606, grad_norm: 2.1328 2021-07-07 22:01:50,140 - mmaction - INFO - Epoch [18][1740/1879] lr: 5.683e-02, eta: 4 days, 15:01:32, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2711, top5_acc: 0.5211, loss_cls: 3.3844, loss: 3.3844, grad_norm: 2.1586 2021-07-07 22:02:07,397 - mmaction - INFO - Epoch [18][1760/1879] lr: 5.685e-02, eta: 4 days, 15:01:06, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5227, loss_cls: 3.3699, loss: 3.3699, grad_norm: 2.1580 2021-07-07 22:02:24,729 - mmaction - INFO - Epoch [18][1780/1879] lr: 5.688e-02, eta: 4 days, 15:00:41, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5473, loss_cls: 3.2592, loss: 3.2592, grad_norm: 2.0890 2021-07-07 22:02:41,946 - mmaction - INFO - Epoch [18][1800/1879] lr: 5.691e-02, eta: 4 days, 15:00:14, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5109, loss_cls: 3.4412, loss: 3.4412, grad_norm: 2.1693 2021-07-07 22:02:59,050 - mmaction - INFO - Epoch [18][1820/1879] lr: 5.694e-02, eta: 4 days, 14:59:47, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5191, loss_cls: 3.3767, loss: 3.3767, grad_norm: 2.1558 2021-07-07 22:03:16,170 - mmaction - INFO - Epoch [18][1840/1879] lr: 5.697e-02, eta: 4 days, 14:59:18, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5309, loss_cls: 3.3292, loss: 3.3292, grad_norm: 2.1224 2021-07-07 22:03:33,249 - mmaction - INFO - Epoch [18][1860/1879] lr: 5.699e-02, eta: 4 days, 14:58:50, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.2758, top5_acc: 0.5254, loss_cls: 3.3553, loss: 3.3553, grad_norm: 2.1296 2021-07-07 22:04:00,868 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 22:04:00,876 - mmaction - INFO - 106 BN found 2021-07-07 22:08:38,168 - mmaction - INFO - BN stats updated 2021-07-07 22:09:51,017 - mmaction - INFO - Epoch [19][20/1879] lr: 5.697e-02, eta: 4 days, 15:06:11, time: 3.539, data_time: 2.725, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5359, loss_cls: 3.2688, loss: 3.2688, grad_norm: 2.0988 2021-07-07 22:10:07,632 - mmaction - INFO - Epoch [19][40/1879] lr: 5.700e-02, eta: 4 days, 15:05:36, time: 0.831, data_time: 0.009, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3352, loss: 3.3352, grad_norm: 2.2537 2021-07-07 22:10:24,206 - mmaction - INFO - Epoch [19][60/1879] lr: 5.703e-02, eta: 4 days, 15:05:01, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5379, loss_cls: 3.3122, loss: 3.3122, grad_norm: 2.1663 2021-07-07 22:10:40,939 - mmaction - INFO - Epoch [19][80/1879] lr: 5.706e-02, eta: 4 days, 15:04:27, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.2922, top5_acc: 0.5441, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.1584 2021-07-07 22:10:57,427 - mmaction - INFO - Epoch [19][100/1879] lr: 5.708e-02, eta: 4 days, 15:03:52, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5414, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.1219 2021-07-07 22:11:14,164 - mmaction - INFO - Epoch [19][120/1879] lr: 5.711e-02, eta: 4 days, 15:03:18, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.2816, top5_acc: 0.5168, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.1541 2021-07-07 22:11:30,733 - mmaction - INFO - Epoch [19][140/1879] lr: 5.714e-02, eta: 4 days, 15:02:43, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5484, loss_cls: 3.2736, loss: 3.2736, grad_norm: 2.1883 2021-07-07 22:11:47,644 - mmaction - INFO - Epoch [19][160/1879] lr: 5.717e-02, eta: 4 days, 15:02:12, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.2984, top5_acc: 0.5367, loss_cls: 3.2608, loss: 3.2608, grad_norm: 2.1537 2021-07-07 22:12:04,557 - mmaction - INFO - Epoch [19][180/1879] lr: 5.720e-02, eta: 4 days, 15:01:42, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5426, loss_cls: 3.3013, loss: 3.3013, grad_norm: 2.2028 2021-07-07 22:12:21,524 - mmaction - INFO - Epoch [19][200/1879] lr: 5.722e-02, eta: 4 days, 15:01:12, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.1805 2021-07-07 22:12:38,401 - mmaction - INFO - Epoch [19][220/1879] lr: 5.725e-02, eta: 4 days, 15:00:41, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5234, loss_cls: 3.3657, loss: 3.3657, grad_norm: 2.1382 2021-07-07 22:12:55,588 - mmaction - INFO - Epoch [19][240/1879] lr: 5.728e-02, eta: 4 days, 15:00:14, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5480, loss_cls: 3.2640, loss: 3.2640, grad_norm: 2.1346 2021-07-07 22:13:12,606 - mmaction - INFO - Epoch [19][260/1879] lr: 5.731e-02, eta: 4 days, 14:59:45, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5352, loss_cls: 3.3017, loss: 3.3017, grad_norm: 2.1777 2021-07-07 22:13:29,657 - mmaction - INFO - Epoch [19][280/1879] lr: 5.733e-02, eta: 4 days, 14:59:16, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5312, loss_cls: 3.3491, loss: 3.3491, grad_norm: 2.1620 2021-07-07 22:13:46,691 - mmaction - INFO - Epoch [19][300/1879] lr: 5.736e-02, eta: 4 days, 14:58:47, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5559, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.1369 2021-07-07 22:14:03,700 - mmaction - INFO - Epoch [19][320/1879] lr: 5.739e-02, eta: 4 days, 14:58:17, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5469, loss_cls: 3.2831, loss: 3.2831, grad_norm: 2.1976 2021-07-07 22:14:20,777 - mmaction - INFO - Epoch [19][340/1879] lr: 5.742e-02, eta: 4 days, 14:57:50, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2771, loss: 3.2771, grad_norm: 2.2200 2021-07-07 22:14:37,782 - mmaction - INFO - Epoch [19][360/1879] lr: 5.745e-02, eta: 4 days, 14:57:19, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.2633, top5_acc: 0.5270, loss_cls: 3.3757, loss: 3.3757, grad_norm: 2.1676 2021-07-07 22:14:54,755 - mmaction - INFO - Epoch [19][380/1879] lr: 5.747e-02, eta: 4 days, 14:56:50, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5371, loss_cls: 3.3289, loss: 3.3289, grad_norm: 2.2523 2021-07-07 22:15:11,782 - mmaction - INFO - Epoch [19][400/1879] lr: 5.750e-02, eta: 4 days, 14:56:21, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5273, loss_cls: 3.3318, loss: 3.3318, grad_norm: 2.1777 2021-07-07 22:15:28,704 - mmaction - INFO - Epoch [19][420/1879] lr: 5.753e-02, eta: 4 days, 14:55:51, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.2934, top5_acc: 0.5391, loss_cls: 3.2802, loss: 3.2802, grad_norm: 2.1440 2021-07-07 22:15:45,747 - mmaction - INFO - Epoch [19][440/1879] lr: 5.756e-02, eta: 4 days, 14:55:22, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5379, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.1960 2021-07-07 22:16:02,661 - mmaction - INFO - Epoch [19][460/1879] lr: 5.759e-02, eta: 4 days, 14:54:52, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.2637, top5_acc: 0.5254, loss_cls: 3.3641, loss: 3.3641, grad_norm: 2.1847 2021-07-07 22:16:19,822 - mmaction - INFO - Epoch [19][480/1879] lr: 5.761e-02, eta: 4 days, 14:54:25, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5375, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.1568 2021-07-07 22:16:36,715 - mmaction - INFO - Epoch [19][500/1879] lr: 5.764e-02, eta: 4 days, 14:53:54, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.2773, top5_acc: 0.5328, loss_cls: 3.3201, loss: 3.3201, grad_norm: 2.1261 2021-07-07 22:16:53,751 - mmaction - INFO - Epoch [19][520/1879] lr: 5.767e-02, eta: 4 days, 14:53:25, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5547, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.1085 2021-07-07 22:17:10,767 - mmaction - INFO - Epoch [19][540/1879] lr: 5.770e-02, eta: 4 days, 14:52:56, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5480, loss_cls: 3.2706, loss: 3.2706, grad_norm: 2.1172 2021-07-07 22:17:27,773 - mmaction - INFO - Epoch [19][560/1879] lr: 5.772e-02, eta: 4 days, 14:52:27, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5367, loss_cls: 3.3017, loss: 3.3017, grad_norm: 2.1684 2021-07-07 22:17:44,846 - mmaction - INFO - Epoch [19][580/1879] lr: 5.775e-02, eta: 4 days, 14:51:59, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5547, loss_cls: 3.1888, loss: 3.1888, grad_norm: 2.1397 2021-07-07 22:18:01,703 - mmaction - INFO - Epoch [19][600/1879] lr: 5.778e-02, eta: 4 days, 14:51:27, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5383, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.1828 2021-07-07 22:18:18,745 - mmaction - INFO - Epoch [19][620/1879] lr: 5.781e-02, eta: 4 days, 14:50:59, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5535, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.1782 2021-07-07 22:18:35,752 - mmaction - INFO - Epoch [19][640/1879] lr: 5.784e-02, eta: 4 days, 14:50:30, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5363, loss_cls: 3.2940, loss: 3.2940, grad_norm: 2.1134 2021-07-07 22:18:52,886 - mmaction - INFO - Epoch [19][660/1879] lr: 5.786e-02, eta: 4 days, 14:50:03, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.2859, top5_acc: 0.5363, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.1574 2021-07-07 22:19:09,911 - mmaction - INFO - Epoch [19][680/1879] lr: 5.789e-02, eta: 4 days, 14:49:34, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5504, loss_cls: 3.2588, loss: 3.2588, grad_norm: 2.1322 2021-07-07 22:19:27,014 - mmaction - INFO - Epoch [19][700/1879] lr: 5.792e-02, eta: 4 days, 14:49:06, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5379, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.2001 2021-07-07 22:19:43,937 - mmaction - INFO - Epoch [19][720/1879] lr: 5.795e-02, eta: 4 days, 14:48:36, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.2054 2021-07-07 22:20:01,175 - mmaction - INFO - Epoch [19][740/1879] lr: 5.798e-02, eta: 4 days, 14:48:10, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5266, loss_cls: 3.3363, loss: 3.3363, grad_norm: 2.1102 2021-07-07 22:20:18,167 - mmaction - INFO - Epoch [19][760/1879] lr: 5.800e-02, eta: 4 days, 14:47:41, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.2789, top5_acc: 0.5336, loss_cls: 3.3172, loss: 3.3172, grad_norm: 2.1413 2021-07-07 22:20:35,203 - mmaction - INFO - Epoch [19][780/1879] lr: 5.803e-02, eta: 4 days, 14:47:12, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5289, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.1184 2021-07-07 22:20:52,276 - mmaction - INFO - Epoch [19][800/1879] lr: 5.806e-02, eta: 4 days, 14:46:44, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5480, loss_cls: 3.2844, loss: 3.2844, grad_norm: 2.1849 2021-07-07 22:21:09,347 - mmaction - INFO - Epoch [19][820/1879] lr: 5.809e-02, eta: 4 days, 14:46:15, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5457, loss_cls: 3.2190, loss: 3.2190, grad_norm: 2.1397 2021-07-07 22:21:26,384 - mmaction - INFO - Epoch [19][840/1879] lr: 5.811e-02, eta: 4 days, 14:45:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5469, loss_cls: 3.2532, loss: 3.2532, grad_norm: 2.1226 2021-07-07 22:21:43,526 - mmaction - INFO - Epoch [19][860/1879] lr: 5.814e-02, eta: 4 days, 14:45:20, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5336, loss_cls: 3.3275, loss: 3.3275, grad_norm: 2.1379 2021-07-07 22:22:00,625 - mmaction - INFO - Epoch [19][880/1879] lr: 5.817e-02, eta: 4 days, 14:44:52, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5355, loss_cls: 3.3122, loss: 3.3122, grad_norm: 2.1494 2021-07-07 22:22:17,747 - mmaction - INFO - Epoch [19][900/1879] lr: 5.820e-02, eta: 4 days, 14:44:25, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5387, loss_cls: 3.3116, loss: 3.3116, grad_norm: 2.1657 2021-07-07 22:22:34,889 - mmaction - INFO - Epoch [19][920/1879] lr: 5.823e-02, eta: 4 days, 14:43:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5418, loss_cls: 3.2581, loss: 3.2581, grad_norm: 2.1466 2021-07-07 22:22:51,915 - mmaction - INFO - Epoch [19][940/1879] lr: 5.825e-02, eta: 4 days, 14:43:29, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5289, loss_cls: 3.3427, loss: 3.3427, grad_norm: 2.2081 2021-07-07 22:23:08,915 - mmaction - INFO - Epoch [19][960/1879] lr: 5.828e-02, eta: 4 days, 14:43:00, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2758, top5_acc: 0.5391, loss_cls: 3.3244, loss: 3.3244, grad_norm: 2.1347 2021-07-07 22:23:26,049 - mmaction - INFO - Epoch [19][980/1879] lr: 5.831e-02, eta: 4 days, 14:42:32, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5477, loss_cls: 3.2490, loss: 3.2490, grad_norm: 2.1170 2021-07-07 22:23:43,135 - mmaction - INFO - Epoch [19][1000/1879] lr: 5.834e-02, eta: 4 days, 14:42:05, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.1432 2021-07-07 22:24:00,130 - mmaction - INFO - Epoch [19][1020/1879] lr: 5.836e-02, eta: 4 days, 14:41:36, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5426, loss_cls: 3.2685, loss: 3.2685, grad_norm: 2.1502 2021-07-07 22:24:17,262 - mmaction - INFO - Epoch [19][1040/1879] lr: 5.839e-02, eta: 4 days, 14:41:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5531, loss_cls: 3.2608, loss: 3.2608, grad_norm: 2.1629 2021-07-07 22:24:34,366 - mmaction - INFO - Epoch [19][1060/1879] lr: 5.842e-02, eta: 4 days, 14:40:41, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5453, loss_cls: 3.2470, loss: 3.2470, grad_norm: 2.1440 2021-07-07 22:24:51,701 - mmaction - INFO - Epoch [19][1080/1879] lr: 5.845e-02, eta: 4 days, 14:40:17, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5367, loss_cls: 3.2877, loss: 3.2877, grad_norm: 2.1597 2021-07-07 22:25:08,778 - mmaction - INFO - Epoch [19][1100/1879] lr: 5.848e-02, eta: 4 days, 14:39:48, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2859, top5_acc: 0.5391, loss_cls: 3.2903, loss: 3.2903, grad_norm: 2.1218 2021-07-07 22:25:25,898 - mmaction - INFO - Epoch [19][1120/1879] lr: 5.850e-02, eta: 4 days, 14:39:21, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5465, loss_cls: 3.2833, loss: 3.2833, grad_norm: 2.1576 2021-07-07 22:25:43,030 - mmaction - INFO - Epoch [19][1140/1879] lr: 5.853e-02, eta: 4 days, 14:38:54, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5125, loss_cls: 3.3821, loss: 3.3821, grad_norm: 2.1656 2021-07-07 22:26:00,218 - mmaction - INFO - Epoch [19][1160/1879] lr: 5.856e-02, eta: 4 days, 14:38:28, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.2738, top5_acc: 0.5293, loss_cls: 3.4040, loss: 3.4040, grad_norm: 2.1955 2021-07-07 22:26:17,535 - mmaction - INFO - Epoch [19][1180/1879] lr: 5.859e-02, eta: 4 days, 14:38:03, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5383, loss_cls: 3.2918, loss: 3.2918, grad_norm: 2.1186 2021-07-07 22:26:34,741 - mmaction - INFO - Epoch [19][1200/1879] lr: 5.862e-02, eta: 4 days, 14:37:36, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5508, loss_cls: 3.2486, loss: 3.2486, grad_norm: 2.0973 2021-07-07 22:26:51,849 - mmaction - INFO - Epoch [19][1220/1879] lr: 5.864e-02, eta: 4 days, 14:37:09, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.2863, top5_acc: 0.5332, loss_cls: 3.3044, loss: 3.3044, grad_norm: 2.1938 2021-07-07 22:27:08,917 - mmaction - INFO - Epoch [19][1240/1879] lr: 5.867e-02, eta: 4 days, 14:36:42, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5316, loss_cls: 3.3066, loss: 3.3066, grad_norm: 2.1473 2021-07-07 22:27:25,963 - mmaction - INFO - Epoch [19][1260/1879] lr: 5.870e-02, eta: 4 days, 14:36:13, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.2699, top5_acc: 0.5266, loss_cls: 3.2983, loss: 3.2983, grad_norm: 2.1178 2021-07-07 22:27:43,032 - mmaction - INFO - Epoch [19][1280/1879] lr: 5.873e-02, eta: 4 days, 14:35:45, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.2840, top5_acc: 0.5367, loss_cls: 3.3211, loss: 3.3211, grad_norm: 2.1947 2021-07-07 22:28:00,098 - mmaction - INFO - Epoch [19][1300/1879] lr: 5.875e-02, eta: 4 days, 14:35:17, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5332, loss_cls: 3.3254, loss: 3.3254, grad_norm: 2.1748 2021-07-07 22:28:17,214 - mmaction - INFO - Epoch [19][1320/1879] lr: 5.878e-02, eta: 4 days, 14:34:50, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2746, top5_acc: 0.5242, loss_cls: 3.3268, loss: 3.3268, grad_norm: 2.1468 2021-07-07 22:28:34,319 - mmaction - INFO - Epoch [19][1340/1879] lr: 5.881e-02, eta: 4 days, 14:34:23, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5426, loss_cls: 3.2851, loss: 3.2851, grad_norm: 2.2205 2021-07-07 22:28:51,424 - mmaction - INFO - Epoch [19][1360/1879] lr: 5.884e-02, eta: 4 days, 14:33:56, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5258, loss_cls: 3.3571, loss: 3.3571, grad_norm: 2.1622 2021-07-07 22:29:08,605 - mmaction - INFO - Epoch [19][1380/1879] lr: 5.887e-02, eta: 4 days, 14:33:29, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5344, loss_cls: 3.2984, loss: 3.2984, grad_norm: 2.1555 2021-07-07 22:29:25,733 - mmaction - INFO - Epoch [19][1400/1879] lr: 5.889e-02, eta: 4 days, 14:33:02, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5457, loss_cls: 3.2885, loss: 3.2885, grad_norm: 2.1585 2021-07-07 22:29:42,790 - mmaction - INFO - Epoch [19][1420/1879] lr: 5.892e-02, eta: 4 days, 14:32:34, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.2805, top5_acc: 0.5496, loss_cls: 3.3069, loss: 3.3069, grad_norm: 2.1709 2021-07-07 22:29:59,974 - mmaction - INFO - Epoch [19][1440/1879] lr: 5.895e-02, eta: 4 days, 14:32:08, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5449, loss_cls: 3.3031, loss: 3.3031, grad_norm: 2.1177 2021-07-07 22:30:17,167 - mmaction - INFO - Epoch [19][1460/1879] lr: 5.898e-02, eta: 4 days, 14:31:42, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5437, loss_cls: 3.3005, loss: 3.3005, grad_norm: 2.2016 2021-07-07 22:30:34,399 - mmaction - INFO - Epoch [19][1480/1879] lr: 5.900e-02, eta: 4 days, 14:31:16, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5344, loss_cls: 3.3548, loss: 3.3548, grad_norm: 2.1356 2021-07-07 22:30:51,536 - mmaction - INFO - Epoch [19][1500/1879] lr: 5.903e-02, eta: 4 days, 14:30:49, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5449, loss_cls: 3.2993, loss: 3.2993, grad_norm: 2.0945 2021-07-07 22:31:08,610 - mmaction - INFO - Epoch [19][1520/1879] lr: 5.906e-02, eta: 4 days, 14:30:21, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5273, loss_cls: 3.3445, loss: 3.3445, grad_norm: 2.1338 2021-07-07 22:31:25,633 - mmaction - INFO - Epoch [19][1540/1879] lr: 5.909e-02, eta: 4 days, 14:29:53, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2848, top5_acc: 0.5480, loss_cls: 3.3109, loss: 3.3109, grad_norm: 2.1576 2021-07-07 22:31:42,699 - mmaction - INFO - Epoch [19][1560/1879] lr: 5.912e-02, eta: 4 days, 14:29:25, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5379, loss_cls: 3.2757, loss: 3.2757, grad_norm: 2.1713 2021-07-07 22:31:59,803 - mmaction - INFO - Epoch [19][1580/1879] lr: 5.914e-02, eta: 4 days, 14:28:58, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5324, loss_cls: 3.3045, loss: 3.3045, grad_norm: 2.1745 2021-07-07 22:32:16,793 - mmaction - INFO - Epoch [19][1600/1879] lr: 5.917e-02, eta: 4 days, 14:28:30, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5496, loss_cls: 3.2328, loss: 3.2328, grad_norm: 2.1970 2021-07-07 22:32:33,945 - mmaction - INFO - Epoch [19][1620/1879] lr: 5.920e-02, eta: 4 days, 14:28:02, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5492, loss_cls: 3.2684, loss: 3.2684, grad_norm: 2.1858 2021-07-07 22:32:51,160 - mmaction - INFO - Epoch [19][1640/1879] lr: 5.923e-02, eta: 4 days, 14:27:37, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.2785, top5_acc: 0.5316, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.1510 2021-07-07 22:33:08,419 - mmaction - INFO - Epoch [19][1660/1879] lr: 5.926e-02, eta: 4 days, 14:27:12, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2228, loss: 3.2228, grad_norm: 2.0993 2021-07-07 22:33:25,531 - mmaction - INFO - Epoch [19][1680/1879] lr: 5.928e-02, eta: 4 days, 14:26:44, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5488, loss_cls: 3.2332, loss: 3.2332, grad_norm: 2.0766 2021-07-07 22:33:42,819 - mmaction - INFO - Epoch [19][1700/1879] lr: 5.931e-02, eta: 4 days, 14:26:19, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5293, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.1091 2021-07-07 22:33:59,829 - mmaction - INFO - Epoch [19][1720/1879] lr: 5.934e-02, eta: 4 days, 14:25:51, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5516, loss_cls: 3.2625, loss: 3.2625, grad_norm: 2.1490 2021-07-07 22:34:17,057 - mmaction - INFO - Epoch [19][1740/1879] lr: 5.937e-02, eta: 4 days, 14:25:25, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5359, loss_cls: 3.3322, loss: 3.3322, grad_norm: 2.1325 2021-07-07 22:34:34,046 - mmaction - INFO - Epoch [19][1760/1879] lr: 5.939e-02, eta: 4 days, 14:24:57, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5426, loss_cls: 3.2953, loss: 3.2953, grad_norm: 2.2033 2021-07-07 22:34:51,243 - mmaction - INFO - Epoch [19][1780/1879] lr: 5.942e-02, eta: 4 days, 14:24:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5312, loss_cls: 3.3366, loss: 3.3366, grad_norm: 2.2074 2021-07-07 22:35:08,252 - mmaction - INFO - Epoch [19][1800/1879] lr: 5.945e-02, eta: 4 days, 14:24:03, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5387, loss_cls: 3.3314, loss: 3.3314, grad_norm: 2.1113 2021-07-07 22:35:25,528 - mmaction - INFO - Epoch [19][1820/1879] lr: 5.948e-02, eta: 4 days, 14:23:38, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5465, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.1342 2021-07-07 22:35:42,643 - mmaction - INFO - Epoch [19][1840/1879] lr: 5.951e-02, eta: 4 days, 14:23:10, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5418, loss_cls: 3.2655, loss: 3.2655, grad_norm: 2.2020 2021-07-07 22:35:59,934 - mmaction - INFO - Epoch [19][1860/1879] lr: 5.953e-02, eta: 4 days, 14:22:46, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5488, loss_cls: 3.2803, loss: 3.2803, grad_norm: 2.1393 2021-07-07 22:36:23,221 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 22:36:23,225 - mmaction - INFO - 106 BN found 2021-07-07 22:41:00,214 - mmaction - INFO - BN stats updated 2021-07-07 22:42:12,645 - mmaction - INFO - Epoch [20][20/1879] lr: 5.950e-02, eta: 4 days, 14:29:35, time: 3.518, data_time: 2.700, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5426, loss_cls: 3.3017, loss: 3.3017, grad_norm: 2.1532 2021-07-07 22:42:29,136 - mmaction - INFO - Epoch [20][40/1879] lr: 5.953e-02, eta: 4 days, 14:29:00, time: 0.825, data_time: 0.008, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5426, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.1428 2021-07-07 22:42:45,560 - mmaction - INFO - Epoch [20][60/1879] lr: 5.956e-02, eta: 4 days, 14:28:24, time: 0.821, data_time: 0.002, memory: 6462, top1_acc: 0.2961, top5_acc: 0.5434, loss_cls: 3.2839, loss: 3.2839, grad_norm: 2.1852 2021-07-07 22:43:02,175 - mmaction - INFO - Epoch [20][80/1879] lr: 5.959e-02, eta: 4 days, 14:27:50, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5199, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.1516 2021-07-07 22:43:18,872 - mmaction - INFO - Epoch [20][100/1879] lr: 5.962e-02, eta: 4 days, 14:27:18, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5449, loss_cls: 3.2023, loss: 3.2023, grad_norm: 2.1171 2021-07-07 22:43:35,772 - mmaction - INFO - Epoch [20][120/1879] lr: 5.964e-02, eta: 4 days, 14:26:48, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5199, loss_cls: 3.3816, loss: 3.3816, grad_norm: 2.1652 2021-07-07 22:43:52,399 - mmaction - INFO - Epoch [20][140/1879] lr: 5.967e-02, eta: 4 days, 14:26:15, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5266, loss_cls: 3.3419, loss: 3.3419, grad_norm: 2.1294 2021-07-07 22:44:09,407 - mmaction - INFO - Epoch [20][160/1879] lr: 5.970e-02, eta: 4 days, 14:25:46, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.2910, top5_acc: 0.5328, loss_cls: 3.2668, loss: 3.2668, grad_norm: 2.1599 2021-07-07 22:44:26,317 - mmaction - INFO - Epoch [20][180/1879] lr: 5.973e-02, eta: 4 days, 14:25:17, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5535, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.2018 2021-07-07 22:44:43,360 - mmaction - INFO - Epoch [20][200/1879] lr: 5.975e-02, eta: 4 days, 14:24:49, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5727, loss_cls: 3.2292, loss: 3.2292, grad_norm: 2.1269 2021-07-07 22:45:00,416 - mmaction - INFO - Epoch [20][220/1879] lr: 5.978e-02, eta: 4 days, 14:24:21, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5398, loss_cls: 3.2926, loss: 3.2926, grad_norm: 2.1603 2021-07-07 22:45:17,518 - mmaction - INFO - Epoch [20][240/1879] lr: 5.981e-02, eta: 4 days, 14:23:54, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5520, loss_cls: 3.2456, loss: 3.2456, grad_norm: 2.0612 2021-07-07 22:45:34,343 - mmaction - INFO - Epoch [20][260/1879] lr: 5.984e-02, eta: 4 days, 14:23:24, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5379, loss_cls: 3.2895, loss: 3.2895, grad_norm: 2.1956 2021-07-07 22:45:51,441 - mmaction - INFO - Epoch [20][280/1879] lr: 5.987e-02, eta: 4 days, 14:22:56, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5566, loss_cls: 3.1877, loss: 3.1877, grad_norm: 2.1982 2021-07-07 22:46:08,426 - mmaction - INFO - Epoch [20][300/1879] lr: 5.989e-02, eta: 4 days, 14:22:27, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5270, loss_cls: 3.3147, loss: 3.3147, grad_norm: 2.1792 2021-07-07 22:46:25,585 - mmaction - INFO - Epoch [20][320/1879] lr: 5.992e-02, eta: 4 days, 14:22:01, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5363, loss_cls: 3.3179, loss: 3.3179, grad_norm: 2.1314 2021-07-07 22:46:42,843 - mmaction - INFO - Epoch [20][340/1879] lr: 5.995e-02, eta: 4 days, 14:21:36, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5672, loss_cls: 3.1783, loss: 3.1783, grad_norm: 2.1435 2021-07-07 22:47:00,099 - mmaction - INFO - Epoch [20][360/1879] lr: 5.998e-02, eta: 4 days, 14:21:10, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5355, loss_cls: 3.3087, loss: 3.3087, grad_norm: 2.2090 2021-07-07 22:47:17,111 - mmaction - INFO - Epoch [20][380/1879] lr: 6.001e-02, eta: 4 days, 14:20:42, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5520, loss_cls: 3.2448, loss: 3.2448, grad_norm: 2.1680 2021-07-07 22:47:34,293 - mmaction - INFO - Epoch [20][400/1879] lr: 6.003e-02, eta: 4 days, 14:20:16, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5402, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.1291 2021-07-07 22:47:51,349 - mmaction - INFO - Epoch [20][420/1879] lr: 6.006e-02, eta: 4 days, 14:19:48, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.2891, top5_acc: 0.5602, loss_cls: 3.2441, loss: 3.2441, grad_norm: 2.1453 2021-07-07 22:48:08,561 - mmaction - INFO - Epoch [20][440/1879] lr: 6.009e-02, eta: 4 days, 14:19:22, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5410, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.1238 2021-07-07 22:48:25,563 - mmaction - INFO - Epoch [20][460/1879] lr: 6.012e-02, eta: 4 days, 14:18:54, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5555, loss_cls: 3.2627, loss: 3.2627, grad_norm: 2.1665 2021-07-07 22:48:42,589 - mmaction - INFO - Epoch [20][480/1879] lr: 6.014e-02, eta: 4 days, 14:18:26, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5484, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.1160 2021-07-07 22:48:59,644 - mmaction - INFO - Epoch [20][500/1879] lr: 6.017e-02, eta: 4 days, 14:17:58, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5484, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.1827 2021-07-07 22:49:16,830 - mmaction - INFO - Epoch [20][520/1879] lr: 6.020e-02, eta: 4 days, 14:17:32, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5289, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.1398 2021-07-07 22:49:34,060 - mmaction - INFO - Epoch [20][540/1879] lr: 6.023e-02, eta: 4 days, 14:17:07, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5520, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1461 2021-07-07 22:49:51,060 - mmaction - INFO - Epoch [20][560/1879] lr: 6.026e-02, eta: 4 days, 14:16:39, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5539, loss_cls: 3.2054, loss: 3.2054, grad_norm: 2.1537 2021-07-07 22:50:08,268 - mmaction - INFO - Epoch [20][580/1879] lr: 6.028e-02, eta: 4 days, 14:16:13, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5371, loss_cls: 3.3141, loss: 3.3141, grad_norm: 2.1823 2021-07-07 22:50:25,308 - mmaction - INFO - Epoch [20][600/1879] lr: 6.031e-02, eta: 4 days, 14:15:45, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5629, loss_cls: 3.2203, loss: 3.2203, grad_norm: 2.1169 2021-07-07 22:50:42,474 - mmaction - INFO - Epoch [20][620/1879] lr: 6.034e-02, eta: 4 days, 14:15:19, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3039, top5_acc: 0.5512, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.1779 2021-07-07 22:50:59,552 - mmaction - INFO - Epoch [20][640/1879] lr: 6.037e-02, eta: 4 days, 14:14:52, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5582, loss_cls: 3.2001, loss: 3.2001, grad_norm: 2.1023 2021-07-07 22:51:16,557 - mmaction - INFO - Epoch [20][660/1879] lr: 6.039e-02, eta: 4 days, 14:14:23, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5605, loss_cls: 3.2327, loss: 3.2327, grad_norm: 2.2033 2021-07-07 22:51:33,756 - mmaction - INFO - Epoch [20][680/1879] lr: 6.042e-02, eta: 4 days, 14:13:57, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2863, top5_acc: 0.5277, loss_cls: 3.3247, loss: 3.3247, grad_norm: 2.1729 2021-07-07 22:51:50,929 - mmaction - INFO - Epoch [20][700/1879] lr: 6.045e-02, eta: 4 days, 14:13:31, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5570, loss_cls: 3.2178, loss: 3.2178, grad_norm: 2.0884 2021-07-07 22:52:07,916 - mmaction - INFO - Epoch [20][720/1879] lr: 6.048e-02, eta: 4 days, 14:13:03, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.1966 2021-07-07 22:52:25,079 - mmaction - INFO - Epoch [20][740/1879] lr: 6.051e-02, eta: 4 days, 14:12:37, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5262, loss_cls: 3.3289, loss: 3.3289, grad_norm: 2.1573 2021-07-07 22:52:42,190 - mmaction - INFO - Epoch [20][760/1879] lr: 6.053e-02, eta: 4 days, 14:12:10, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5574, loss_cls: 3.1875, loss: 3.1875, grad_norm: 2.2032 2021-07-07 22:52:59,527 - mmaction - INFO - Epoch [20][780/1879] lr: 6.056e-02, eta: 4 days, 14:11:46, time: 0.868, data_time: 0.009, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5477, loss_cls: 3.2417, loss: 3.2417, grad_norm: 2.2355 2021-07-07 22:53:16,562 - mmaction - INFO - Epoch [20][800/1879] lr: 6.059e-02, eta: 4 days, 14:11:18, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5371, loss_cls: 3.2685, loss: 3.2685, grad_norm: 2.1332 2021-07-07 22:53:33,644 - mmaction - INFO - Epoch [20][820/1879] lr: 6.062e-02, eta: 4 days, 14:10:51, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5629, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.1837 2021-07-07 22:53:50,860 - mmaction - INFO - Epoch [20][840/1879] lr: 6.064e-02, eta: 4 days, 14:10:25, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3016, top5_acc: 0.5723, loss_cls: 3.1710, loss: 3.1710, grad_norm: 2.1541 2021-07-07 22:54:07,902 - mmaction - INFO - Epoch [20][860/1879] lr: 6.067e-02, eta: 4 days, 14:09:58, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5500, loss_cls: 3.2699, loss: 3.2699, grad_norm: 2.1928 2021-07-07 22:54:25,012 - mmaction - INFO - Epoch [20][880/1879] lr: 6.070e-02, eta: 4 days, 14:09:31, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.2812, top5_acc: 0.5305, loss_cls: 3.3517, loss: 3.3517, grad_norm: 2.1493 2021-07-07 22:54:41,899 - mmaction - INFO - Epoch [20][900/1879] lr: 6.073e-02, eta: 4 days, 14:09:01, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5508, loss_cls: 3.2481, loss: 3.2481, grad_norm: 2.1551 2021-07-07 22:54:58,916 - mmaction - INFO - Epoch [20][920/1879] lr: 6.076e-02, eta: 4 days, 14:08:33, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5430, loss_cls: 3.2707, loss: 3.2707, grad_norm: 2.1742 2021-07-07 22:55:15,972 - mmaction - INFO - Epoch [20][940/1879] lr: 6.078e-02, eta: 4 days, 14:08:06, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.2822, loss: 3.2822, grad_norm: 2.1339 2021-07-07 22:55:33,162 - mmaction - INFO - Epoch [20][960/1879] lr: 6.081e-02, eta: 4 days, 14:07:40, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.1549 2021-07-07 22:55:50,431 - mmaction - INFO - Epoch [20][980/1879] lr: 6.084e-02, eta: 4 days, 14:07:16, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5656, loss_cls: 3.1213, loss: 3.1213, grad_norm: 2.1236 2021-07-07 22:56:07,373 - mmaction - INFO - Epoch [20][1000/1879] lr: 6.087e-02, eta: 4 days, 14:06:47, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.1880, loss: 3.1880, grad_norm: 2.1993 2021-07-07 22:56:24,356 - mmaction - INFO - Epoch [20][1020/1879] lr: 6.089e-02, eta: 4 days, 14:06:19, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.2934, top5_acc: 0.5422, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.2106 2021-07-07 22:56:41,550 - mmaction - INFO - Epoch [20][1040/1879] lr: 6.092e-02, eta: 4 days, 14:05:52, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2746, top5_acc: 0.5531, loss_cls: 3.2873, loss: 3.2873, grad_norm: 2.1899 2021-07-07 22:56:58,873 - mmaction - INFO - Epoch [20][1060/1879] lr: 6.095e-02, eta: 4 days, 14:05:29, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5500, loss_cls: 3.2221, loss: 3.2221, grad_norm: 2.1861 2021-07-07 22:57:15,866 - mmaction - INFO - Epoch [20][1080/1879] lr: 6.098e-02, eta: 4 days, 14:05:01, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5348, loss_cls: 3.3100, loss: 3.3100, grad_norm: 2.1487 2021-07-07 22:57:33,037 - mmaction - INFO - Epoch [20][1100/1879] lr: 6.101e-02, eta: 4 days, 14:04:35, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2773, top5_acc: 0.5262, loss_cls: 3.3729, loss: 3.3729, grad_norm: 2.1322 2021-07-07 22:57:50,109 - mmaction - INFO - Epoch [20][1120/1879] lr: 6.103e-02, eta: 4 days, 14:04:07, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5555, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.1535 2021-07-07 22:58:07,337 - mmaction - INFO - Epoch [20][1140/1879] lr: 6.106e-02, eta: 4 days, 14:03:42, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.2695, top5_acc: 0.5371, loss_cls: 3.3044, loss: 3.3044, grad_norm: 2.1406 2021-07-07 22:58:24,390 - mmaction - INFO - Epoch [20][1160/1879] lr: 6.109e-02, eta: 4 days, 14:03:15, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5621, loss_cls: 3.1926, loss: 3.1926, grad_norm: 2.1682 2021-07-07 22:58:41,584 - mmaction - INFO - Epoch [20][1180/1879] lr: 6.112e-02, eta: 4 days, 14:02:49, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5563, loss_cls: 3.1846, loss: 3.1846, grad_norm: 2.1583 2021-07-07 22:58:58,721 - mmaction - INFO - Epoch [20][1200/1879] lr: 6.114e-02, eta: 4 days, 14:02:23, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5586, loss_cls: 3.2300, loss: 3.2300, grad_norm: 2.1608 2021-07-07 22:59:15,939 - mmaction - INFO - Epoch [20][1220/1879] lr: 6.117e-02, eta: 4 days, 14:01:58, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5605, loss_cls: 3.2259, loss: 3.2259, grad_norm: 2.2010 2021-07-07 22:59:33,199 - mmaction - INFO - Epoch [20][1240/1879] lr: 6.120e-02, eta: 4 days, 14:01:33, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.2941, top5_acc: 0.5473, loss_cls: 3.2628, loss: 3.2628, grad_norm: 2.1686 2021-07-07 22:59:50,446 - mmaction - INFO - Epoch [20][1260/1879] lr: 6.123e-02, eta: 4 days, 14:01:08, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5563, loss_cls: 3.2249, loss: 3.2249, grad_norm: 2.1076 2021-07-07 23:00:07,577 - mmaction - INFO - Epoch [20][1280/1879] lr: 6.126e-02, eta: 4 days, 14:00:42, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5516, loss_cls: 3.2660, loss: 3.2660, grad_norm: 2.1881 2021-07-07 23:00:24,693 - mmaction - INFO - Epoch [20][1300/1879] lr: 6.128e-02, eta: 4 days, 14:00:16, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5676, loss_cls: 3.1548, loss: 3.1548, grad_norm: 2.1438 2021-07-07 23:00:41,743 - mmaction - INFO - Epoch [20][1320/1879] lr: 6.131e-02, eta: 4 days, 13:59:48, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5535, loss_cls: 3.2222, loss: 3.2222, grad_norm: 2.1317 2021-07-07 23:00:58,930 - mmaction - INFO - Epoch [20][1340/1879] lr: 6.134e-02, eta: 4 days, 13:59:23, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.2855, top5_acc: 0.5496, loss_cls: 3.3045, loss: 3.3045, grad_norm: 2.1428 2021-07-07 23:01:16,245 - mmaction - INFO - Epoch [20][1360/1879] lr: 6.137e-02, eta: 4 days, 13:58:58, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5523, loss_cls: 3.2387, loss: 3.2387, grad_norm: 2.1514 2021-07-07 23:01:33,282 - mmaction - INFO - Epoch [20][1380/1879] lr: 6.139e-02, eta: 4 days, 13:58:31, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.2941, top5_acc: 0.5305, loss_cls: 3.2705, loss: 3.2705, grad_norm: 2.1768 2021-07-07 23:01:50,414 - mmaction - INFO - Epoch [20][1400/1879] lr: 6.142e-02, eta: 4 days, 13:58:05, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5340, loss_cls: 3.3464, loss: 3.3464, grad_norm: 2.1301 2021-07-07 23:02:07,500 - mmaction - INFO - Epoch [20][1420/1879] lr: 6.145e-02, eta: 4 days, 13:57:38, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5660, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.1897 2021-07-07 23:02:24,668 - mmaction - INFO - Epoch [20][1440/1879] lr: 6.148e-02, eta: 4 days, 13:57:11, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.2934, top5_acc: 0.5480, loss_cls: 3.2439, loss: 3.2439, grad_norm: 2.1978 2021-07-07 23:02:41,903 - mmaction - INFO - Epoch [20][1460/1879] lr: 6.151e-02, eta: 4 days, 13:56:47, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5406, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.1139 2021-07-07 23:02:59,041 - mmaction - INFO - Epoch [20][1480/1879] lr: 6.153e-02, eta: 4 days, 13:56:21, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5477, loss_cls: 3.2477, loss: 3.2477, grad_norm: 2.1247 2021-07-07 23:03:15,932 - mmaction - INFO - Epoch [20][1500/1879] lr: 6.156e-02, eta: 4 days, 13:55:52, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5605, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.1410 2021-07-07 23:03:33,137 - mmaction - INFO - Epoch [20][1520/1879] lr: 6.159e-02, eta: 4 days, 13:55:27, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5332, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.1590 2021-07-07 23:03:50,287 - mmaction - INFO - Epoch [20][1540/1879] lr: 6.162e-02, eta: 4 days, 13:55:01, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.2941, top5_acc: 0.5375, loss_cls: 3.2968, loss: 3.2968, grad_norm: 2.1569 2021-07-07 23:04:07,373 - mmaction - INFO - Epoch [20][1560/1879] lr: 6.164e-02, eta: 4 days, 13:54:34, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5398, loss_cls: 3.2934, loss: 3.2934, grad_norm: 2.1053 2021-07-07 23:04:24,532 - mmaction - INFO - Epoch [20][1580/1879] lr: 6.167e-02, eta: 4 days, 13:54:08, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5531, loss_cls: 3.2244, loss: 3.2244, grad_norm: 2.1377 2021-07-07 23:04:41,559 - mmaction - INFO - Epoch [20][1600/1879] lr: 6.170e-02, eta: 4 days, 13:53:40, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5383, loss_cls: 3.2858, loss: 3.2858, grad_norm: 2.1582 2021-07-07 23:04:58,722 - mmaction - INFO - Epoch [20][1620/1879] lr: 6.173e-02, eta: 4 days, 13:53:15, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5496, loss_cls: 3.2266, loss: 3.2266, grad_norm: 2.2013 2021-07-07 23:05:15,777 - mmaction - INFO - Epoch [20][1640/1879] lr: 6.176e-02, eta: 4 days, 13:52:48, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5492, loss_cls: 3.2426, loss: 3.2426, grad_norm: 2.1119 2021-07-07 23:05:32,895 - mmaction - INFO - Epoch [20][1660/1879] lr: 6.178e-02, eta: 4 days, 13:52:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5449, loss_cls: 3.2396, loss: 3.2396, grad_norm: 2.1786 2021-07-07 23:05:49,973 - mmaction - INFO - Epoch [20][1680/1879] lr: 6.181e-02, eta: 4 days, 13:51:55, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5687, loss_cls: 3.1941, loss: 3.1941, grad_norm: 2.1704 2021-07-07 23:06:07,097 - mmaction - INFO - Epoch [20][1700/1879] lr: 6.184e-02, eta: 4 days, 13:51:29, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5508, loss_cls: 3.2277, loss: 3.2277, grad_norm: 2.1329 2021-07-07 23:06:24,140 - mmaction - INFO - Epoch [20][1720/1879] lr: 6.187e-02, eta: 4 days, 13:51:01, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5363, loss_cls: 3.2876, loss: 3.2876, grad_norm: 2.2257 2021-07-07 23:06:41,109 - mmaction - INFO - Epoch [20][1740/1879] lr: 6.190e-02, eta: 4 days, 13:50:33, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5652, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.1302 2021-07-07 23:06:58,207 - mmaction - INFO - Epoch [20][1760/1879] lr: 6.192e-02, eta: 4 days, 13:50:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5496, loss_cls: 3.2282, loss: 3.2282, grad_norm: 2.1815 2021-07-07 23:07:15,449 - mmaction - INFO - Epoch [20][1780/1879] lr: 6.195e-02, eta: 4 days, 13:49:42, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5344, loss_cls: 3.2848, loss: 3.2848, grad_norm: 2.1529 2021-07-07 23:07:32,389 - mmaction - INFO - Epoch [20][1800/1879] lr: 6.198e-02, eta: 4 days, 13:49:13, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5340, loss_cls: 3.2988, loss: 3.2988, grad_norm: 2.1119 2021-07-07 23:07:49,375 - mmaction - INFO - Epoch [20][1820/1879] lr: 6.201e-02, eta: 4 days, 13:48:46, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.2855, top5_acc: 0.5508, loss_cls: 3.2205, loss: 3.2205, grad_norm: 2.1452 2021-07-07 23:08:06,369 - mmaction - INFO - Epoch [20][1840/1879] lr: 6.203e-02, eta: 4 days, 13:48:18, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5426, loss_cls: 3.2843, loss: 3.2843, grad_norm: 2.1761 2021-07-07 23:08:23,434 - mmaction - INFO - Epoch [20][1860/1879] lr: 6.206e-02, eta: 4 days, 13:47:51, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2855, top5_acc: 0.5352, loss_cls: 3.2697, loss: 3.2697, grad_norm: 2.0967 2021-07-07 23:08:46,471 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 23:08:46,477 - mmaction - INFO - 106 BN found 2021-07-07 23:13:24,408 - mmaction - INFO - BN stats updated 2021-07-07 23:15:54,414 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 23:15:55,270 - mmaction - INFO - top1_acc 0.3736 top5_acc 0.6509 2021-07-07 23:15:55,270 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 23:15:55,332 - mmaction - INFO - mean_acc 0.3733 2021-07-07 23:15:56,308 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_20.pth. 2021-07-07 23:15:56,308 - mmaction - INFO - Best top1_acc is 0.3736 at 20 epoch. 2021-07-07 23:15:56,316 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-07-07 23:15:57,301 - mmaction - INFO - Epoch(val) [20][155] top1_acc: 0.3736, top5_acc: 0.6509, mean_class_accuracy: 0.3733 2021-07-07 23:17:59,221 - mmaction - INFO - Epoch [21][20/1879] lr: 6.202e-02, eta: 4 days, 14:04:23, time: 6.093, data_time: 5.250, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5598, loss_cls: 3.1730, loss: 3.1730, grad_norm: 2.2177 2021-07-07 23:18:15,668 - mmaction - INFO - Epoch [21][40/1879] lr: 6.205e-02, eta: 4 days, 14:03:48, time: 0.820, data_time: 0.006, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2361, loss: 3.2361, grad_norm: 2.1384 2021-07-07 23:18:32,118 - mmaction - INFO - Epoch [21][60/1879] lr: 6.208e-02, eta: 4 days, 14:03:14, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5426, loss_cls: 3.2660, loss: 3.2660, grad_norm: 2.1810 2021-07-07 23:18:48,700 - mmaction - INFO - Epoch [21][80/1879] lr: 6.211e-02, eta: 4 days, 14:02:41, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5492, loss_cls: 3.2322, loss: 3.2322, grad_norm: 2.1312 2021-07-07 23:19:05,346 - mmaction - INFO - Epoch [21][100/1879] lr: 6.214e-02, eta: 4 days, 14:02:09, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5512, loss_cls: 3.1960, loss: 3.1960, grad_norm: 2.1249 2021-07-07 23:19:21,961 - mmaction - INFO - Epoch [21][120/1879] lr: 6.216e-02, eta: 4 days, 14:01:36, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5547, loss_cls: 3.2092, loss: 3.2092, grad_norm: 2.2079 2021-07-07 23:19:38,606 - mmaction - INFO - Epoch [21][140/1879] lr: 6.219e-02, eta: 4 days, 14:01:04, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5477, loss_cls: 3.2409, loss: 3.2409, grad_norm: 2.2104 2021-07-07 23:19:55,388 - mmaction - INFO - Epoch [21][160/1879] lr: 6.222e-02, eta: 4 days, 14:00:33, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5523, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.1464 2021-07-07 23:20:12,189 - mmaction - INFO - Epoch [21][180/1879] lr: 6.225e-02, eta: 4 days, 14:00:03, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5539, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.1392 2021-07-07 23:20:29,093 - mmaction - INFO - Epoch [21][200/1879] lr: 6.227e-02, eta: 4 days, 13:59:34, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5539, loss_cls: 3.1897, loss: 3.1897, grad_norm: 2.1162 2021-07-07 23:20:46,069 - mmaction - INFO - Epoch [21][220/1879] lr: 6.230e-02, eta: 4 days, 13:59:06, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.2957, top5_acc: 0.5391, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.1839 2021-07-07 23:21:03,078 - mmaction - INFO - Epoch [21][240/1879] lr: 6.233e-02, eta: 4 days, 13:58:38, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5559, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.1238 2021-07-07 23:21:20,040 - mmaction - INFO - Epoch [21][260/1879] lr: 6.236e-02, eta: 4 days, 13:58:09, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5531, loss_cls: 3.2290, loss: 3.2290, grad_norm: 2.1700 2021-07-07 23:21:37,084 - mmaction - INFO - Epoch [21][280/1879] lr: 6.239e-02, eta: 4 days, 13:57:41, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5473, loss_cls: 3.2249, loss: 3.2249, grad_norm: 2.1764 2021-07-07 23:21:53,976 - mmaction - INFO - Epoch [21][300/1879] lr: 6.241e-02, eta: 4 days, 13:57:13, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5613, loss_cls: 3.1751, loss: 3.1751, grad_norm: 2.1289 2021-07-07 23:22:11,029 - mmaction - INFO - Epoch [21][320/1879] lr: 6.244e-02, eta: 4 days, 13:56:45, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5391, loss_cls: 3.2808, loss: 3.2808, grad_norm: 2.1774 2021-07-07 23:22:27,896 - mmaction - INFO - Epoch [21][340/1879] lr: 6.247e-02, eta: 4 days, 13:56:15, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5668, loss_cls: 3.1855, loss: 3.1855, grad_norm: 2.1161 2021-07-07 23:22:44,862 - mmaction - INFO - Epoch [21][360/1879] lr: 6.250e-02, eta: 4 days, 13:55:47, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5480, loss_cls: 3.2610, loss: 3.2610, grad_norm: 2.1833 2021-07-07 23:23:01,918 - mmaction - INFO - Epoch [21][380/1879] lr: 6.252e-02, eta: 4 days, 13:55:19, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5500, loss_cls: 3.2782, loss: 3.2782, grad_norm: 2.1465 2021-07-07 23:23:18,719 - mmaction - INFO - Epoch [21][400/1879] lr: 6.255e-02, eta: 4 days, 13:54:50, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5441, loss_cls: 3.2291, loss: 3.2291, grad_norm: 2.1271 2021-07-07 23:23:35,868 - mmaction - INFO - Epoch [21][420/1879] lr: 6.258e-02, eta: 4 days, 13:54:24, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2949, top5_acc: 0.5441, loss_cls: 3.2643, loss: 3.2643, grad_norm: 2.1866 2021-07-07 23:23:52,744 - mmaction - INFO - Epoch [21][440/1879] lr: 6.261e-02, eta: 4 days, 13:53:54, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5586, loss_cls: 3.1900, loss: 3.1900, grad_norm: 2.1417 2021-07-07 23:24:09,706 - mmaction - INFO - Epoch [21][460/1879] lr: 6.263e-02, eta: 4 days, 13:53:26, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5566, loss_cls: 3.1777, loss: 3.1777, grad_norm: 2.1653 2021-07-07 23:24:26,775 - mmaction - INFO - Epoch [21][480/1879] lr: 6.266e-02, eta: 4 days, 13:52:58, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2237, loss: 3.2237, grad_norm: 2.1721 2021-07-07 23:24:43,724 - mmaction - INFO - Epoch [21][500/1879] lr: 6.269e-02, eta: 4 days, 13:52:30, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5461, loss_cls: 3.2378, loss: 3.2378, grad_norm: 2.1690 2021-07-07 23:25:00,811 - mmaction - INFO - Epoch [21][520/1879] lr: 6.272e-02, eta: 4 days, 13:52:03, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5535, loss_cls: 3.2344, loss: 3.2344, grad_norm: 2.1713 2021-07-07 23:25:17,899 - mmaction - INFO - Epoch [21][540/1879] lr: 6.275e-02, eta: 4 days, 13:51:37, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5629, loss_cls: 3.1817, loss: 3.1817, grad_norm: 2.0886 2021-07-07 23:25:35,083 - mmaction - INFO - Epoch [21][560/1879] lr: 6.277e-02, eta: 4 days, 13:51:11, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5672, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.1186 2021-07-07 23:25:52,018 - mmaction - INFO - Epoch [21][580/1879] lr: 6.280e-02, eta: 4 days, 13:50:42, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5691, loss_cls: 3.1553, loss: 3.1553, grad_norm: 2.1719 2021-07-07 23:26:09,309 - mmaction - INFO - Epoch [21][600/1879] lr: 6.283e-02, eta: 4 days, 13:50:18, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5383, loss_cls: 3.2394, loss: 3.2394, grad_norm: 2.1614 2021-07-07 23:26:26,407 - mmaction - INFO - Epoch [21][620/1879] lr: 6.286e-02, eta: 4 days, 13:49:51, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5504, loss_cls: 3.2707, loss: 3.2707, grad_norm: 2.0929 2021-07-07 23:26:43,386 - mmaction - INFO - Epoch [21][640/1879] lr: 6.288e-02, eta: 4 days, 13:49:23, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.2812, top5_acc: 0.5426, loss_cls: 3.3015, loss: 3.3015, grad_norm: 2.1720 2021-07-07 23:27:00,380 - mmaction - INFO - Epoch [21][660/1879] lr: 6.291e-02, eta: 4 days, 13:48:55, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2922, top5_acc: 0.5477, loss_cls: 3.2435, loss: 3.2435, grad_norm: 2.1957 2021-07-07 23:27:17,543 - mmaction - INFO - Epoch [21][680/1879] lr: 6.294e-02, eta: 4 days, 13:48:29, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5539, loss_cls: 3.2357, loss: 3.2357, grad_norm: 2.1726 2021-07-07 23:27:34,661 - mmaction - INFO - Epoch [21][700/1879] lr: 6.297e-02, eta: 4 days, 13:48:03, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5691, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.1419 2021-07-07 23:27:51,614 - mmaction - INFO - Epoch [21][720/1879] lr: 6.300e-02, eta: 4 days, 13:47:35, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.2984, top5_acc: 0.5410, loss_cls: 3.2193, loss: 3.2193, grad_norm: 2.1352 2021-07-07 23:28:09,047 - mmaction - INFO - Epoch [21][740/1879] lr: 6.302e-02, eta: 4 days, 13:47:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5578, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.1285 2021-07-07 23:28:25,866 - mmaction - INFO - Epoch [21][760/1879] lr: 6.305e-02, eta: 4 days, 13:46:42, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.2941, top5_acc: 0.5520, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.1730 2021-07-07 23:28:42,858 - mmaction - INFO - Epoch [21][780/1879] lr: 6.308e-02, eta: 4 days, 13:46:14, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2934, top5_acc: 0.5566, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.1554 2021-07-07 23:28:59,977 - mmaction - INFO - Epoch [21][800/1879] lr: 6.311e-02, eta: 4 days, 13:45:48, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5531, loss_cls: 3.2229, loss: 3.2229, grad_norm: 2.1442 2021-07-07 23:29:17,045 - mmaction - INFO - Epoch [21][820/1879] lr: 6.313e-02, eta: 4 days, 13:45:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5578, loss_cls: 3.2008, loss: 3.2008, grad_norm: 2.1620 2021-07-07 23:29:34,348 - mmaction - INFO - Epoch [21][840/1879] lr: 6.316e-02, eta: 4 days, 13:44:57, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5629, loss_cls: 3.1714, loss: 3.1714, grad_norm: 2.1224 2021-07-07 23:29:51,521 - mmaction - INFO - Epoch [21][860/1879] lr: 6.319e-02, eta: 4 days, 13:44:31, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5359, loss_cls: 3.3070, loss: 3.3070, grad_norm: 2.1659 2021-07-07 23:30:08,558 - mmaction - INFO - Epoch [21][880/1879] lr: 6.322e-02, eta: 4 days, 13:44:04, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5566, loss_cls: 3.2459, loss: 3.2459, grad_norm: 2.0979 2021-07-07 23:30:25,383 - mmaction - INFO - Epoch [21][900/1879] lr: 6.325e-02, eta: 4 days, 13:43:34, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5422, loss_cls: 3.2472, loss: 3.2472, grad_norm: 2.1323 2021-07-07 23:30:42,612 - mmaction - INFO - Epoch [21][920/1879] lr: 6.327e-02, eta: 4 days, 13:43:09, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.1829, loss: 3.1829, grad_norm: 2.1615 2021-07-07 23:30:59,709 - mmaction - INFO - Epoch [21][940/1879] lr: 6.330e-02, eta: 4 days, 13:42:42, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5559, loss_cls: 3.1766, loss: 3.1766, grad_norm: 2.1389 2021-07-07 23:31:16,733 - mmaction - INFO - Epoch [21][960/1879] lr: 6.333e-02, eta: 4 days, 13:42:15, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5473, loss_cls: 3.2834, loss: 3.2834, grad_norm: 2.1905 2021-07-07 23:31:34,051 - mmaction - INFO - Epoch [21][980/1879] lr: 6.336e-02, eta: 4 days, 13:41:51, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2602, loss: 3.2602, grad_norm: 2.1298 2021-07-07 23:31:51,145 - mmaction - INFO - Epoch [21][1000/1879] lr: 6.338e-02, eta: 4 days, 13:41:25, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5469, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.1656 2021-07-07 23:32:08,294 - mmaction - INFO - Epoch [21][1020/1879] lr: 6.341e-02, eta: 4 days, 13:40:59, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5613, loss_cls: 3.1783, loss: 3.1783, grad_norm: 2.1414 2021-07-07 23:32:25,394 - mmaction - INFO - Epoch [21][1040/1879] lr: 6.344e-02, eta: 4 days, 13:40:32, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5465, loss_cls: 3.2521, loss: 3.2521, grad_norm: 2.1934 2021-07-07 23:32:42,557 - mmaction - INFO - Epoch [21][1060/1879] lr: 6.347e-02, eta: 4 days, 13:40:07, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5687, loss_cls: 3.1650, loss: 3.1650, grad_norm: 2.1397 2021-07-07 23:32:59,656 - mmaction - INFO - Epoch [21][1080/1879] lr: 6.350e-02, eta: 4 days, 13:39:40, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5480, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1645 2021-07-07 23:33:16,885 - mmaction - INFO - Epoch [21][1100/1879] lr: 6.352e-02, eta: 4 days, 13:39:15, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5566, loss_cls: 3.1930, loss: 3.1930, grad_norm: 2.1717 2021-07-07 23:33:34,075 - mmaction - INFO - Epoch [21][1120/1879] lr: 6.355e-02, eta: 4 days, 13:38:50, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5727, loss_cls: 3.1605, loss: 3.1605, grad_norm: 2.1495 2021-07-07 23:33:51,351 - mmaction - INFO - Epoch [21][1140/1879] lr: 6.358e-02, eta: 4 days, 13:38:26, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5527, loss_cls: 3.2619, loss: 3.2619, grad_norm: 2.2360 2021-07-07 23:34:08,481 - mmaction - INFO - Epoch [21][1160/1879] lr: 6.361e-02, eta: 4 days, 13:37:59, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.2848, top5_acc: 0.5477, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.1599 2021-07-07 23:34:25,535 - mmaction - INFO - Epoch [21][1180/1879] lr: 6.363e-02, eta: 4 days, 13:37:33, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5555, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.1385 2021-07-07 23:34:42,595 - mmaction - INFO - Epoch [21][1200/1879] lr: 6.366e-02, eta: 4 days, 13:37:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5719, loss_cls: 3.1694, loss: 3.1694, grad_norm: 2.1109 2021-07-07 23:34:59,705 - mmaction - INFO - Epoch [21][1220/1879] lr: 6.369e-02, eta: 4 days, 13:36:39, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5602, loss_cls: 3.1876, loss: 3.1876, grad_norm: 2.1928 2021-07-07 23:35:16,612 - mmaction - INFO - Epoch [21][1240/1879] lr: 6.372e-02, eta: 4 days, 13:36:11, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5707, loss_cls: 3.1732, loss: 3.1732, grad_norm: 2.1434 2021-07-07 23:35:33,677 - mmaction - INFO - Epoch [21][1260/1879] lr: 6.375e-02, eta: 4 days, 13:35:44, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.2840, top5_acc: 0.5469, loss_cls: 3.2543, loss: 3.2543, grad_norm: 2.1640 2021-07-07 23:35:50,838 - mmaction - INFO - Epoch [21][1280/1879] lr: 6.377e-02, eta: 4 days, 13:35:18, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1521, loss: 3.1521, grad_norm: 2.1899 2021-07-07 23:36:07,976 - mmaction - INFO - Epoch [21][1300/1879] lr: 6.380e-02, eta: 4 days, 13:34:53, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5672, loss_cls: 3.1329, loss: 3.1329, grad_norm: 2.1534 2021-07-07 23:36:25,252 - mmaction - INFO - Epoch [21][1320/1879] lr: 6.383e-02, eta: 4 days, 13:34:28, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5480, loss_cls: 3.2130, loss: 3.2130, grad_norm: 2.2228 2021-07-07 23:36:42,246 - mmaction - INFO - Epoch [21][1340/1879] lr: 6.386e-02, eta: 4 days, 13:34:01, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5500, loss_cls: 3.1990, loss: 3.1990, grad_norm: 2.1559 2021-07-07 23:36:59,489 - mmaction - INFO - Epoch [21][1360/1879] lr: 6.388e-02, eta: 4 days, 13:33:36, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5609, loss_cls: 3.1635, loss: 3.1635, grad_norm: 2.1413 2021-07-07 23:37:16,795 - mmaction - INFO - Epoch [21][1380/1879] lr: 6.391e-02, eta: 4 days, 13:33:13, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5602, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.1337 2021-07-07 23:37:34,069 - mmaction - INFO - Epoch [21][1400/1879] lr: 6.394e-02, eta: 4 days, 13:32:47, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5547, loss_cls: 3.2361, loss: 3.2361, grad_norm: 2.1790 2021-07-07 23:37:51,189 - mmaction - INFO - Epoch [21][1420/1879] lr: 6.397e-02, eta: 4 days, 13:32:22, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5711, loss_cls: 3.1414, loss: 3.1414, grad_norm: 2.1982 2021-07-07 23:38:08,477 - mmaction - INFO - Epoch [21][1440/1879] lr: 6.399e-02, eta: 4 days, 13:31:58, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.2852, loss: 3.2852, grad_norm: 2.1754 2021-07-07 23:38:25,756 - mmaction - INFO - Epoch [21][1460/1879] lr: 6.402e-02, eta: 4 days, 13:31:34, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5512, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.1508 2021-07-07 23:38:42,851 - mmaction - INFO - Epoch [21][1480/1879] lr: 6.405e-02, eta: 4 days, 13:31:07, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5660, loss_cls: 3.1907, loss: 3.1907, grad_norm: 2.0931 2021-07-07 23:39:00,123 - mmaction - INFO - Epoch [21][1500/1879] lr: 6.408e-02, eta: 4 days, 13:30:43, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.2941, top5_acc: 0.5539, loss_cls: 3.2475, loss: 3.2475, grad_norm: 2.1576 2021-07-07 23:39:17,186 - mmaction - INFO - Epoch [21][1520/1879] lr: 6.411e-02, eta: 4 days, 13:30:16, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5496, loss_cls: 3.2322, loss: 3.2322, grad_norm: 2.1207 2021-07-07 23:39:34,425 - mmaction - INFO - Epoch [21][1540/1879] lr: 6.413e-02, eta: 4 days, 13:29:52, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5570, loss_cls: 3.2025, loss: 3.2025, grad_norm: 2.1042 2021-07-07 23:39:51,556 - mmaction - INFO - Epoch [21][1560/1879] lr: 6.416e-02, eta: 4 days, 13:29:26, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5523, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.1772 2021-07-07 23:40:08,806 - mmaction - INFO - Epoch [21][1580/1879] lr: 6.419e-02, eta: 4 days, 13:29:02, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.2891, top5_acc: 0.5574, loss_cls: 3.2622, loss: 3.2622, grad_norm: 2.1588 2021-07-07 23:40:26,064 - mmaction - INFO - Epoch [21][1600/1879] lr: 6.422e-02, eta: 4 days, 13:28:37, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5516, loss_cls: 3.2398, loss: 3.2398, grad_norm: 2.1635 2021-07-07 23:40:43,156 - mmaction - INFO - Epoch [21][1620/1879] lr: 6.424e-02, eta: 4 days, 13:28:11, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5703, loss_cls: 3.1880, loss: 3.1880, grad_norm: 2.1679 2021-07-07 23:41:00,497 - mmaction - INFO - Epoch [21][1640/1879] lr: 6.427e-02, eta: 4 days, 13:27:47, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5520, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.0955 2021-07-07 23:41:17,677 - mmaction - INFO - Epoch [21][1660/1879] lr: 6.430e-02, eta: 4 days, 13:27:22, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5656, loss_cls: 3.1599, loss: 3.1599, grad_norm: 2.2103 2021-07-07 23:41:34,885 - mmaction - INFO - Epoch [21][1680/1879] lr: 6.433e-02, eta: 4 days, 13:26:57, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5437, loss_cls: 3.2048, loss: 3.2048, grad_norm: 2.1814 2021-07-07 23:41:52,043 - mmaction - INFO - Epoch [21][1700/1879] lr: 6.436e-02, eta: 4 days, 13:26:31, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5520, loss_cls: 3.1947, loss: 3.1947, grad_norm: 2.1908 2021-07-07 23:42:09,263 - mmaction - INFO - Epoch [21][1720/1879] lr: 6.438e-02, eta: 4 days, 13:26:07, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5633, loss_cls: 3.1448, loss: 3.1448, grad_norm: 2.1368 2021-07-07 23:42:26,488 - mmaction - INFO - Epoch [21][1740/1879] lr: 6.441e-02, eta: 4 days, 13:25:42, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5746, loss_cls: 3.1629, loss: 3.1629, grad_norm: 2.1692 2021-07-07 23:42:43,565 - mmaction - INFO - Epoch [21][1760/1879] lr: 6.444e-02, eta: 4 days, 13:25:16, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3008, top5_acc: 0.5566, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.1563 2021-07-07 23:43:00,739 - mmaction - INFO - Epoch [21][1780/1879] lr: 6.447e-02, eta: 4 days, 13:24:50, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5496, loss_cls: 3.2917, loss: 3.2917, grad_norm: 2.1893 2021-07-07 23:43:17,825 - mmaction - INFO - Epoch [21][1800/1879] lr: 6.449e-02, eta: 4 days, 13:24:24, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5664, loss_cls: 3.1898, loss: 3.1898, grad_norm: 2.1787 2021-07-07 23:43:34,962 - mmaction - INFO - Epoch [21][1820/1879] lr: 6.452e-02, eta: 4 days, 13:23:59, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5641, loss_cls: 3.2000, loss: 3.2000, grad_norm: 2.1567 2021-07-07 23:43:52,029 - mmaction - INFO - Epoch [21][1840/1879] lr: 6.455e-02, eta: 4 days, 13:23:32, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5492, loss_cls: 3.2128, loss: 3.2128, grad_norm: 2.1729 2021-07-07 23:44:09,185 - mmaction - INFO - Epoch [21][1860/1879] lr: 6.458e-02, eta: 4 days, 13:23:06, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5523, loss_cls: 3.2437, loss: 3.2437, grad_norm: 2.1694 2021-07-07 23:44:29,835 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-07 23:44:29,842 - mmaction - INFO - 106 BN found 2021-07-07 23:49:07,802 - mmaction - INFO - BN stats updated 2021-07-07 23:51:20,119 - mmaction - INFO - Epoch [22][20/1879] lr: 6.453e-02, eta: 4 days, 13:40:19, time: 6.512, data_time: 5.647, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5719, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.2094 2021-07-07 23:51:36,777 - mmaction - INFO - Epoch [22][40/1879] lr: 6.456e-02, eta: 4 days, 13:39:47, time: 0.833, data_time: 0.008, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5645, loss_cls: 3.1537, loss: 3.1537, grad_norm: 2.1686 2021-07-07 23:51:53,245 - mmaction - INFO - Epoch [22][60/1879] lr: 6.459e-02, eta: 4 days, 13:39:14, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5672, loss_cls: 3.2158, loss: 3.2158, grad_norm: 2.1860 2021-07-07 23:52:09,823 - mmaction - INFO - Epoch [22][80/1879] lr: 6.461e-02, eta: 4 days, 13:38:41, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5754, loss_cls: 3.1386, loss: 3.1386, grad_norm: 2.1551 2021-07-07 23:52:26,451 - mmaction - INFO - Epoch [22][100/1879] lr: 6.464e-02, eta: 4 days, 13:38:10, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5703, loss_cls: 3.1636, loss: 3.1636, grad_norm: 2.1397 2021-07-07 23:52:43,109 - mmaction - INFO - Epoch [22][120/1879] lr: 6.467e-02, eta: 4 days, 13:37:38, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5637, loss_cls: 3.1738, loss: 3.1738, grad_norm: 2.1232 2021-07-07 23:52:59,728 - mmaction - INFO - Epoch [22][140/1879] lr: 6.470e-02, eta: 4 days, 13:37:07, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.2081, loss: 3.2081, grad_norm: 2.1446 2021-07-07 23:53:16,690 - mmaction - INFO - Epoch [22][160/1879] lr: 6.473e-02, eta: 4 days, 13:36:38, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.1450 2021-07-07 23:53:33,550 - mmaction - INFO - Epoch [22][180/1879] lr: 6.475e-02, eta: 4 days, 13:36:09, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.1265 2021-07-07 23:53:50,466 - mmaction - INFO - Epoch [22][200/1879] lr: 6.478e-02, eta: 4 days, 13:35:40, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.1944, loss: 3.1944, grad_norm: 2.1392 2021-07-07 23:54:07,515 - mmaction - INFO - Epoch [22][220/1879] lr: 6.481e-02, eta: 4 days, 13:35:13, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5543, loss_cls: 3.2126, loss: 3.2126, grad_norm: 2.1395 2021-07-07 23:54:24,402 - mmaction - INFO - Epoch [22][240/1879] lr: 6.484e-02, eta: 4 days, 13:34:45, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5645, loss_cls: 3.1750, loss: 3.1750, grad_norm: 2.1485 2021-07-07 23:54:41,506 - mmaction - INFO - Epoch [22][260/1879] lr: 6.486e-02, eta: 4 days, 13:34:18, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5484, loss_cls: 3.2137, loss: 3.2137, grad_norm: 2.1303 2021-07-07 23:54:58,526 - mmaction - INFO - Epoch [22][280/1879] lr: 6.489e-02, eta: 4 days, 13:33:50, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.2252, loss: 3.2252, grad_norm: 2.1232 2021-07-07 23:55:15,676 - mmaction - INFO - Epoch [22][300/1879] lr: 6.492e-02, eta: 4 days, 13:33:24, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5629, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.2185 2021-07-07 23:55:32,754 - mmaction - INFO - Epoch [22][320/1879] lr: 6.495e-02, eta: 4 days, 13:32:58, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5648, loss_cls: 3.1886, loss: 3.1886, grad_norm: 2.1566 2021-07-07 23:55:49,883 - mmaction - INFO - Epoch [22][340/1879] lr: 6.497e-02, eta: 4 days, 13:32:32, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5672, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.2027 2021-07-07 23:56:06,968 - mmaction - INFO - Epoch [22][360/1879] lr: 6.500e-02, eta: 4 days, 13:32:05, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5598, loss_cls: 3.1892, loss: 3.1892, grad_norm: 2.1573 2021-07-07 23:56:24,104 - mmaction - INFO - Epoch [22][380/1879] lr: 6.503e-02, eta: 4 days, 13:31:39, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5398, loss_cls: 3.2400, loss: 3.2400, grad_norm: 2.1732 2021-07-07 23:56:41,273 - mmaction - INFO - Epoch [22][400/1879] lr: 6.506e-02, eta: 4 days, 13:31:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5652, loss_cls: 3.1923, loss: 3.1923, grad_norm: 2.1670 2021-07-07 23:56:58,445 - mmaction - INFO - Epoch [22][420/1879] lr: 6.509e-02, eta: 4 days, 13:30:48, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3008, top5_acc: 0.5527, loss_cls: 3.2001, loss: 3.2001, grad_norm: 2.1904 2021-07-07 23:57:15,658 - mmaction - INFO - Epoch [22][440/1879] lr: 6.511e-02, eta: 4 days, 13:30:22, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5539, loss_cls: 3.2391, loss: 3.2391, grad_norm: 2.1382 2021-07-07 23:57:32,704 - mmaction - INFO - Epoch [22][460/1879] lr: 6.514e-02, eta: 4 days, 13:29:56, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5613, loss_cls: 3.1612, loss: 3.1612, grad_norm: 2.1715 2021-07-07 23:57:49,756 - mmaction - INFO - Epoch [22][480/1879] lr: 6.517e-02, eta: 4 days, 13:29:28, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5742, loss_cls: 3.1866, loss: 3.1866, grad_norm: 2.2145 2021-07-07 23:58:06,749 - mmaction - INFO - Epoch [22][500/1879] lr: 6.520e-02, eta: 4 days, 13:29:01, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.2922, top5_acc: 0.5496, loss_cls: 3.2344, loss: 3.2344, grad_norm: 2.1648 2021-07-07 23:58:23,900 - mmaction - INFO - Epoch [22][520/1879] lr: 6.522e-02, eta: 4 days, 13:28:35, time: 0.857, data_time: 0.000, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5660, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.1757 2021-07-07 23:58:40,965 - mmaction - INFO - Epoch [22][540/1879] lr: 6.525e-02, eta: 4 days, 13:28:09, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2541, loss: 3.2541, grad_norm: 2.0992 2021-07-07 23:58:58,258 - mmaction - INFO - Epoch [22][560/1879] lr: 6.528e-02, eta: 4 days, 13:27:44, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5406, loss_cls: 3.2472, loss: 3.2472, grad_norm: 2.1183 2021-07-07 23:59:15,244 - mmaction - INFO - Epoch [22][580/1879] lr: 6.531e-02, eta: 4 days, 13:27:16, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5695, loss_cls: 3.1540, loss: 3.1540, grad_norm: 2.1802 2021-07-07 23:59:32,375 - mmaction - INFO - Epoch [22][600/1879] lr: 6.534e-02, eta: 4 days, 13:26:51, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5734, loss_cls: 3.1517, loss: 3.1517, grad_norm: 2.1767 2021-07-07 23:59:49,409 - mmaction - INFO - Epoch [22][620/1879] lr: 6.536e-02, eta: 4 days, 13:26:23, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5582, loss_cls: 3.1841, loss: 3.1841, grad_norm: 2.1940 2021-07-08 00:00:10,955 - mmaction - INFO - Epoch [22][640/1879] lr: 6.539e-02, eta: 4 days, 13:26:42, time: 1.061, data_time: 0.001, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5426, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.1743 2021-07-08 00:00:27,776 - mmaction - INFO - Epoch [22][660/1879] lr: 6.542e-02, eta: 4 days, 13:26:17, time: 0.858, data_time: 0.025, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5668, loss_cls: 3.1641, loss: 3.1641, grad_norm: 2.1615 2021-07-08 00:00:44,699 - mmaction - INFO - Epoch [22][680/1879] lr: 6.545e-02, eta: 4 days, 13:25:48, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5617, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.1712 2021-07-08 00:01:01,865 - mmaction - INFO - Epoch [22][700/1879] lr: 6.547e-02, eta: 4 days, 13:25:23, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5453, loss_cls: 3.2053, loss: 3.2053, grad_norm: 2.1653 2021-07-08 00:01:18,820 - mmaction - INFO - Epoch [22][720/1879] lr: 6.550e-02, eta: 4 days, 13:24:55, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5566, loss_cls: 3.1700, loss: 3.1700, grad_norm: 2.1622 2021-07-08 00:01:35,822 - mmaction - INFO - Epoch [22][740/1879] lr: 6.553e-02, eta: 4 days, 13:24:27, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5563, loss_cls: 3.2038, loss: 3.2038, grad_norm: 2.1496 2021-07-08 00:01:52,995 - mmaction - INFO - Epoch [22][760/1879] lr: 6.556e-02, eta: 4 days, 13:24:02, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5637, loss_cls: 3.1936, loss: 3.1936, grad_norm: 2.1665 2021-07-08 00:02:10,229 - mmaction - INFO - Epoch [22][780/1879] lr: 6.558e-02, eta: 4 days, 13:23:37, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5730, loss_cls: 3.1335, loss: 3.1335, grad_norm: 2.1068 2021-07-08 00:02:27,216 - mmaction - INFO - Epoch [22][800/1879] lr: 6.561e-02, eta: 4 days, 13:23:09, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5613, loss_cls: 3.1570, loss: 3.1570, grad_norm: 2.1111 2021-07-08 00:02:44,280 - mmaction - INFO - Epoch [22][820/1879] lr: 6.564e-02, eta: 4 days, 13:22:43, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5742, loss_cls: 3.1458, loss: 3.1458, grad_norm: 2.1510 2021-07-08 00:03:01,284 - mmaction - INFO - Epoch [22][840/1879] lr: 6.567e-02, eta: 4 days, 13:22:15, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.2984, top5_acc: 0.5613, loss_cls: 3.1935, loss: 3.1935, grad_norm: 2.0973 2021-07-08 00:03:18,453 - mmaction - INFO - Epoch [22][860/1879] lr: 6.570e-02, eta: 4 days, 13:21:50, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5457, loss_cls: 3.2557, loss: 3.2557, grad_norm: 2.1733 2021-07-08 00:03:35,437 - mmaction - INFO - Epoch [22][880/1879] lr: 6.572e-02, eta: 4 days, 13:21:22, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5590, loss_cls: 3.1590, loss: 3.1590, grad_norm: 2.1120 2021-07-08 00:03:52,538 - mmaction - INFO - Epoch [22][900/1879] lr: 6.575e-02, eta: 4 days, 13:20:56, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5535, loss_cls: 3.2154, loss: 3.2154, grad_norm: 2.1404 2021-07-08 00:04:09,726 - mmaction - INFO - Epoch [22][920/1879] lr: 6.578e-02, eta: 4 days, 13:20:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5547, loss_cls: 3.2286, loss: 3.2286, grad_norm: 2.1670 2021-07-08 00:04:26,944 - mmaction - INFO - Epoch [22][940/1879] lr: 6.581e-02, eta: 4 days, 13:20:06, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5566, loss_cls: 3.1597, loss: 3.1597, grad_norm: 2.1341 2021-07-08 00:04:43,875 - mmaction - INFO - Epoch [22][960/1879] lr: 6.583e-02, eta: 4 days, 13:19:38, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5516, loss_cls: 3.1414, loss: 3.1414, grad_norm: 2.1493 2021-07-08 00:05:01,052 - mmaction - INFO - Epoch [22][980/1879] lr: 6.586e-02, eta: 4 days, 13:19:12, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5621, loss_cls: 3.2019, loss: 3.2019, grad_norm: 2.1637 2021-07-08 00:05:18,243 - mmaction - INFO - Epoch [22][1000/1879] lr: 6.589e-02, eta: 4 days, 13:18:48, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5711, loss_cls: 3.1553, loss: 3.1553, grad_norm: 2.1625 2021-07-08 00:05:35,444 - mmaction - INFO - Epoch [22][1020/1879] lr: 6.592e-02, eta: 4 days, 13:18:22, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5777, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.1698 2021-07-08 00:05:52,532 - mmaction - INFO - Epoch [22][1040/1879] lr: 6.594e-02, eta: 4 days, 13:17:56, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.1428, loss: 3.1428, grad_norm: 2.1113 2021-07-08 00:06:09,668 - mmaction - INFO - Epoch [22][1060/1879] lr: 6.597e-02, eta: 4 days, 13:17:30, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5508, loss_cls: 3.2123, loss: 3.2123, grad_norm: 2.1727 2021-07-08 00:06:26,849 - mmaction - INFO - Epoch [22][1080/1879] lr: 6.600e-02, eta: 4 days, 13:17:05, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5590, loss_cls: 3.2137, loss: 3.2137, grad_norm: 2.0994 2021-07-08 00:06:43,899 - mmaction - INFO - Epoch [22][1100/1879] lr: 6.603e-02, eta: 4 days, 13:16:38, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5711, loss_cls: 3.0936, loss: 3.0936, grad_norm: 2.1012 2021-07-08 00:07:01,235 - mmaction - INFO - Epoch [22][1120/1879] lr: 6.606e-02, eta: 4 days, 13:16:14, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5715, loss_cls: 3.1550, loss: 3.1550, grad_norm: 2.1644 2021-07-08 00:07:18,263 - mmaction - INFO - Epoch [22][1140/1879] lr: 6.608e-02, eta: 4 days, 13:15:48, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5484, loss_cls: 3.2055, loss: 3.2055, grad_norm: 2.1610 2021-07-08 00:07:35,261 - mmaction - INFO - Epoch [22][1160/1879] lr: 6.611e-02, eta: 4 days, 13:15:20, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5609, loss_cls: 3.2069, loss: 3.2069, grad_norm: 2.1224 2021-07-08 00:07:52,457 - mmaction - INFO - Epoch [22][1180/1879] lr: 6.614e-02, eta: 4 days, 13:14:55, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5523, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.1089 2021-07-08 00:08:09,472 - mmaction - INFO - Epoch [22][1200/1879] lr: 6.617e-02, eta: 4 days, 13:14:28, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5707, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.1544 2021-07-08 00:08:26,753 - mmaction - INFO - Epoch [22][1220/1879] lr: 6.619e-02, eta: 4 days, 13:14:04, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5633, loss_cls: 3.1977, loss: 3.1977, grad_norm: 2.1453 2021-07-08 00:08:43,777 - mmaction - INFO - Epoch [22][1240/1879] lr: 6.622e-02, eta: 4 days, 13:13:37, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1813, loss: 3.1813, grad_norm: 2.0982 2021-07-08 00:09:01,150 - mmaction - INFO - Epoch [22][1260/1879] lr: 6.625e-02, eta: 4 days, 13:13:14, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5559, loss_cls: 3.1865, loss: 3.1865, grad_norm: 2.0775 2021-07-08 00:09:18,261 - mmaction - INFO - Epoch [22][1280/1879] lr: 6.628e-02, eta: 4 days, 13:12:48, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2016, loss: 3.2016, grad_norm: 2.1381 2021-07-08 00:09:35,374 - mmaction - INFO - Epoch [22][1300/1879] lr: 6.631e-02, eta: 4 days, 13:12:22, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5539, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.1411 2021-07-08 00:09:52,386 - mmaction - INFO - Epoch [22][1320/1879] lr: 6.633e-02, eta: 4 days, 13:11:55, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5703, loss_cls: 3.2098, loss: 3.2098, grad_norm: 2.1670 2021-07-08 00:10:09,511 - mmaction - INFO - Epoch [22][1340/1879] lr: 6.636e-02, eta: 4 days, 13:11:29, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5566, loss_cls: 3.1963, loss: 3.1963, grad_norm: 2.1300 2021-07-08 00:10:26,717 - mmaction - INFO - Epoch [22][1360/1879] lr: 6.639e-02, eta: 4 days, 13:11:05, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5633, loss_cls: 3.2065, loss: 3.2065, grad_norm: 2.1515 2021-07-08 00:10:43,750 - mmaction - INFO - Epoch [22][1380/1879] lr: 6.642e-02, eta: 4 days, 13:10:38, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5520, loss_cls: 3.2308, loss: 3.2308, grad_norm: 2.1467 2021-07-08 00:11:01,097 - mmaction - INFO - Epoch [22][1400/1879] lr: 6.644e-02, eta: 4 days, 13:10:14, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5551, loss_cls: 3.2145, loss: 3.2145, grad_norm: 2.1513 2021-07-08 00:11:18,205 - mmaction - INFO - Epoch [22][1420/1879] lr: 6.647e-02, eta: 4 days, 13:09:49, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5453, loss_cls: 3.2635, loss: 3.2635, grad_norm: 2.1541 2021-07-08 00:11:35,388 - mmaction - INFO - Epoch [22][1440/1879] lr: 6.650e-02, eta: 4 days, 13:09:23, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5578, loss_cls: 3.2302, loss: 3.2302, grad_norm: 2.1790 2021-07-08 00:11:52,521 - mmaction - INFO - Epoch [22][1460/1879] lr: 6.653e-02, eta: 4 days, 13:08:58, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5645, loss_cls: 3.1971, loss: 3.1971, grad_norm: 2.1249 2021-07-08 00:12:09,683 - mmaction - INFO - Epoch [22][1480/1879] lr: 6.655e-02, eta: 4 days, 13:08:32, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5582, loss_cls: 3.1966, loss: 3.1966, grad_norm: 2.1720 2021-07-08 00:12:26,740 - mmaction - INFO - Epoch [22][1500/1879] lr: 6.658e-02, eta: 4 days, 13:08:06, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5723, loss_cls: 3.1667, loss: 3.1667, grad_norm: 2.1160 2021-07-08 00:12:43,917 - mmaction - INFO - Epoch [22][1520/1879] lr: 6.661e-02, eta: 4 days, 13:07:41, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5648, loss_cls: 3.1685, loss: 3.1685, grad_norm: 2.1473 2021-07-08 00:13:00,925 - mmaction - INFO - Epoch [22][1540/1879] lr: 6.664e-02, eta: 4 days, 13:07:14, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5602, loss_cls: 3.1294, loss: 3.1294, grad_norm: 2.1282 2021-07-08 00:13:17,988 - mmaction - INFO - Epoch [22][1560/1879] lr: 6.667e-02, eta: 4 days, 13:06:47, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.1709 2021-07-08 00:13:35,092 - mmaction - INFO - Epoch [22][1580/1879] lr: 6.669e-02, eta: 4 days, 13:06:22, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5816, loss_cls: 3.1538, loss: 3.1538, grad_norm: 2.1508 2021-07-08 00:13:52,283 - mmaction - INFO - Epoch [22][1600/1879] lr: 6.672e-02, eta: 4 days, 13:05:56, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5574, loss_cls: 3.2051, loss: 3.2051, grad_norm: 2.1359 2021-07-08 00:14:09,501 - mmaction - INFO - Epoch [22][1620/1879] lr: 6.675e-02, eta: 4 days, 13:05:32, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5687, loss_cls: 3.1406, loss: 3.1406, grad_norm: 2.1233 2021-07-08 00:14:26,758 - mmaction - INFO - Epoch [22][1640/1879] lr: 6.678e-02, eta: 4 days, 13:05:07, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.1358 2021-07-08 00:14:43,810 - mmaction - INFO - Epoch [22][1660/1879] lr: 6.680e-02, eta: 4 days, 13:04:41, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5680, loss_cls: 3.1861, loss: 3.1861, grad_norm: 2.1433 2021-07-08 00:15:00,942 - mmaction - INFO - Epoch [22][1680/1879] lr: 6.683e-02, eta: 4 days, 13:04:16, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5664, loss_cls: 3.1317, loss: 3.1317, grad_norm: 2.1179 2021-07-08 00:15:17,983 - mmaction - INFO - Epoch [22][1700/1879] lr: 6.686e-02, eta: 4 days, 13:03:49, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5543, loss_cls: 3.1464, loss: 3.1464, grad_norm: 2.1373 2021-07-08 00:15:35,320 - mmaction - INFO - Epoch [22][1720/1879] lr: 6.689e-02, eta: 4 days, 13:03:25, time: 0.866, data_time: 0.007, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5535, loss_cls: 3.1828, loss: 3.1828, grad_norm: 2.1073 2021-07-08 00:15:52,514 - mmaction - INFO - Epoch [22][1740/1879] lr: 6.691e-02, eta: 4 days, 13:03:01, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5582, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.1764 2021-07-08 00:16:09,523 - mmaction - INFO - Epoch [22][1760/1879] lr: 6.694e-02, eta: 4 days, 13:02:34, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5762, loss_cls: 3.1259, loss: 3.1259, grad_norm: 2.1931 2021-07-08 00:16:26,727 - mmaction - INFO - Epoch [22][1780/1879] lr: 6.697e-02, eta: 4 days, 13:02:09, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5715, loss_cls: 3.1446, loss: 3.1446, grad_norm: 2.1421 2021-07-08 00:16:43,754 - mmaction - INFO - Epoch [22][1800/1879] lr: 6.700e-02, eta: 4 days, 13:01:43, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.1606, loss: 3.1606, grad_norm: 2.0980 2021-07-08 00:17:00,951 - mmaction - INFO - Epoch [22][1820/1879] lr: 6.703e-02, eta: 4 days, 13:01:18, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.2910, top5_acc: 0.5547, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.1390 2021-07-08 00:17:18,100 - mmaction - INFO - Epoch [22][1840/1879] lr: 6.705e-02, eta: 4 days, 13:00:53, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5629, loss_cls: 3.1745, loss: 3.1745, grad_norm: 2.1777 2021-07-08 00:17:35,148 - mmaction - INFO - Epoch [22][1860/1879] lr: 6.708e-02, eta: 4 days, 13:00:26, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5637, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.1329 2021-07-08 00:18:09,084 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 00:18:09,088 - mmaction - INFO - 106 BN found 2021-07-08 00:22:43,300 - mmaction - INFO - BN stats updated 2021-07-08 00:25:05,379 - mmaction - INFO - Epoch [23][20/1879] lr: 6.703e-02, eta: 4 days, 13:18:30, time: 7.000, data_time: 6.124, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5746, loss_cls: 3.1550, loss: 3.1550, grad_norm: 2.2000 2021-07-08 00:25:21,991 - mmaction - INFO - Epoch [23][40/1879] lr: 6.705e-02, eta: 4 days, 13:17:59, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5773, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.2308 2021-07-08 00:25:38,525 - mmaction - INFO - Epoch [23][60/1879] lr: 6.708e-02, eta: 4 days, 13:17:26, time: 0.825, data_time: 0.001, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5590, loss_cls: 3.1552, loss: 3.1552, grad_norm: 2.1495 2021-07-08 00:25:55,154 - mmaction - INFO - Epoch [23][80/1879] lr: 6.711e-02, eta: 4 days, 13:16:54, time: 0.831, data_time: 0.010, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5762, loss_cls: 3.1313, loss: 3.1313, grad_norm: 2.1823 2021-07-08 00:26:11,745 - mmaction - INFO - Epoch [23][100/1879] lr: 6.714e-02, eta: 4 days, 13:16:23, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5563, loss_cls: 3.1687, loss: 3.1687, grad_norm: 2.1644 2021-07-08 00:26:28,374 - mmaction - INFO - Epoch [23][120/1879] lr: 6.716e-02, eta: 4 days, 13:15:51, time: 0.832, data_time: 0.006, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5676, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.1225 2021-07-08 00:26:45,056 - mmaction - INFO - Epoch [23][140/1879] lr: 6.719e-02, eta: 4 days, 13:15:21, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5715, loss_cls: 3.1234, loss: 3.1234, grad_norm: 2.2370 2021-07-08 00:27:01,767 - mmaction - INFO - Epoch [23][160/1879] lr: 6.722e-02, eta: 4 days, 13:14:50, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5703, loss_cls: 3.1537, loss: 3.1537, grad_norm: 2.1730 2021-07-08 00:27:18,631 - mmaction - INFO - Epoch [23][180/1879] lr: 6.725e-02, eta: 4 days, 13:14:22, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.0914, loss: 3.0914, grad_norm: 2.1432 2021-07-08 00:27:35,648 - mmaction - INFO - Epoch [23][200/1879] lr: 6.727e-02, eta: 4 days, 13:13:54, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.1440 2021-07-08 00:27:52,787 - mmaction - INFO - Epoch [23][220/1879] lr: 6.730e-02, eta: 4 days, 13:13:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5691, loss_cls: 3.1932, loss: 3.1932, grad_norm: 2.2013 2021-07-08 00:28:09,878 - mmaction - INFO - Epoch [23][240/1879] lr: 6.733e-02, eta: 4 days, 13:13:02, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.1068 2021-07-08 00:28:27,139 - mmaction - INFO - Epoch [23][260/1879] lr: 6.736e-02, eta: 4 days, 13:12:37, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5566, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.1558 2021-07-08 00:28:44,302 - mmaction - INFO - Epoch [23][280/1879] lr: 6.739e-02, eta: 4 days, 13:12:12, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5621, loss_cls: 3.1846, loss: 3.1846, grad_norm: 2.1472 2021-07-08 00:29:01,585 - mmaction - INFO - Epoch [23][300/1879] lr: 6.741e-02, eta: 4 days, 13:11:47, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5734, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.1299 2021-07-08 00:29:18,599 - mmaction - INFO - Epoch [23][320/1879] lr: 6.744e-02, eta: 4 days, 13:11:21, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5762, loss_cls: 3.1591, loss: 3.1591, grad_norm: 2.1703 2021-07-08 00:29:35,902 - mmaction - INFO - Epoch [23][340/1879] lr: 6.747e-02, eta: 4 days, 13:10:56, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5652, loss_cls: 3.1353, loss: 3.1353, grad_norm: 2.1400 2021-07-08 00:29:53,003 - mmaction - INFO - Epoch [23][360/1879] lr: 6.750e-02, eta: 4 days, 13:10:30, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5660, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.1346 2021-07-08 00:30:10,078 - mmaction - INFO - Epoch [23][380/1879] lr: 6.752e-02, eta: 4 days, 13:10:03, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5621, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.1410 2021-07-08 00:30:27,209 - mmaction - INFO - Epoch [23][400/1879] lr: 6.755e-02, eta: 4 days, 13:09:38, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5598, loss_cls: 3.1691, loss: 3.1691, grad_norm: 2.1224 2021-07-08 00:30:44,415 - mmaction - INFO - Epoch [23][420/1879] lr: 6.758e-02, eta: 4 days, 13:09:12, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5617, loss_cls: 3.1914, loss: 3.1914, grad_norm: 2.1441 2021-07-08 00:31:01,518 - mmaction - INFO - Epoch [23][440/1879] lr: 6.761e-02, eta: 4 days, 13:08:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5680, loss_cls: 3.1429, loss: 3.1429, grad_norm: 2.0979 2021-07-08 00:31:18,714 - mmaction - INFO - Epoch [23][460/1879] lr: 6.763e-02, eta: 4 days, 13:08:20, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5480, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.1352 2021-07-08 00:31:35,840 - mmaction - INFO - Epoch [23][480/1879] lr: 6.766e-02, eta: 4 days, 13:07:55, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5758, loss_cls: 3.1192, loss: 3.1192, grad_norm: 2.1449 2021-07-08 00:31:52,997 - mmaction - INFO - Epoch [23][500/1879] lr: 6.769e-02, eta: 4 days, 13:07:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5738, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.1489 2021-07-08 00:32:10,229 - mmaction - INFO - Epoch [23][520/1879] lr: 6.772e-02, eta: 4 days, 13:07:05, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5797, loss_cls: 3.0967, loss: 3.0967, grad_norm: 2.1501 2021-07-08 00:32:27,413 - mmaction - INFO - Epoch [23][540/1879] lr: 6.774e-02, eta: 4 days, 13:06:39, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5547, loss_cls: 3.1829, loss: 3.1829, grad_norm: 2.1647 2021-07-08 00:32:44,541 - mmaction - INFO - Epoch [23][560/1879] lr: 6.777e-02, eta: 4 days, 13:06:13, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5832, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.1239 2021-07-08 00:33:01,682 - mmaction - INFO - Epoch [23][580/1879] lr: 6.780e-02, eta: 4 days, 13:05:48, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.2961, top5_acc: 0.5586, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.1683 2021-07-08 00:33:18,862 - mmaction - INFO - Epoch [23][600/1879] lr: 6.783e-02, eta: 4 days, 13:05:22, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5672, loss_cls: 3.1534, loss: 3.1534, grad_norm: 2.1015 2021-07-08 00:33:36,104 - mmaction - INFO - Epoch [23][620/1879] lr: 6.786e-02, eta: 4 days, 13:04:58, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5590, loss_cls: 3.1652, loss: 3.1652, grad_norm: 2.1558 2021-07-08 00:33:53,166 - mmaction - INFO - Epoch [23][640/1879] lr: 6.788e-02, eta: 4 days, 13:04:31, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5570, loss_cls: 3.1832, loss: 3.1832, grad_norm: 2.1563 2021-07-08 00:34:10,376 - mmaction - INFO - Epoch [23][660/1879] lr: 6.791e-02, eta: 4 days, 13:04:07, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5773, loss_cls: 3.1381, loss: 3.1381, grad_norm: 2.1342 2021-07-08 00:34:27,860 - mmaction - INFO - Epoch [23][680/1879] lr: 6.794e-02, eta: 4 days, 13:03:44, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5527, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.1110 2021-07-08 00:34:45,001 - mmaction - INFO - Epoch [23][700/1879] lr: 6.797e-02, eta: 4 days, 13:03:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.1454, loss: 3.1454, grad_norm: 2.1358 2021-07-08 00:35:02,307 - mmaction - INFO - Epoch [23][720/1879] lr: 6.799e-02, eta: 4 days, 13:02:55, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3016, top5_acc: 0.5559, loss_cls: 3.2254, loss: 3.2254, grad_norm: 2.1583 2021-07-08 00:35:19,463 - mmaction - INFO - Epoch [23][740/1879] lr: 6.802e-02, eta: 4 days, 13:02:29, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5594, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.1235 2021-07-08 00:35:36,703 - mmaction - INFO - Epoch [23][760/1879] lr: 6.805e-02, eta: 4 days, 13:02:04, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5828, loss_cls: 3.0669, loss: 3.0669, grad_norm: 2.1718 2021-07-08 00:35:53,966 - mmaction - INFO - Epoch [23][780/1879] lr: 6.808e-02, eta: 4 days, 13:01:40, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5602, loss_cls: 3.1749, loss: 3.1749, grad_norm: 2.1377 2021-07-08 00:36:11,061 - mmaction - INFO - Epoch [23][800/1879] lr: 6.810e-02, eta: 4 days, 13:01:14, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5730, loss_cls: 3.0946, loss: 3.0946, grad_norm: 2.1340 2021-07-08 00:36:28,267 - mmaction - INFO - Epoch [23][820/1879] lr: 6.813e-02, eta: 4 days, 13:00:49, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5496, loss_cls: 3.1933, loss: 3.1933, grad_norm: 2.1664 2021-07-08 00:36:45,592 - mmaction - INFO - Epoch [23][840/1879] lr: 6.816e-02, eta: 4 days, 13:00:26, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5641, loss_cls: 3.1180, loss: 3.1180, grad_norm: 2.1654 2021-07-08 00:37:02,723 - mmaction - INFO - Epoch [23][860/1879] lr: 6.819e-02, eta: 4 days, 13:00:00, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5754, loss_cls: 3.1397, loss: 3.1397, grad_norm: 2.1676 2021-07-08 00:37:19,793 - mmaction - INFO - Epoch [23][880/1879] lr: 6.822e-02, eta: 4 days, 12:59:33, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5684, loss_cls: 3.1846, loss: 3.1846, grad_norm: 2.1449 2021-07-08 00:37:37,079 - mmaction - INFO - Epoch [23][900/1879] lr: 6.824e-02, eta: 4 days, 12:59:09, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5684, loss_cls: 3.1379, loss: 3.1379, grad_norm: 2.0942 2021-07-08 00:37:54,253 - mmaction - INFO - Epoch [23][920/1879] lr: 6.827e-02, eta: 4 days, 12:58:43, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5340, loss_cls: 3.2331, loss: 3.2331, grad_norm: 2.0950 2021-07-08 00:38:11,410 - mmaction - INFO - Epoch [23][940/1879] lr: 6.830e-02, eta: 4 days, 12:58:18, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5641, loss_cls: 3.1601, loss: 3.1601, grad_norm: 2.1280 2021-07-08 00:38:28,721 - mmaction - INFO - Epoch [23][960/1879] lr: 6.833e-02, eta: 4 days, 12:57:55, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5621, loss_cls: 3.1612, loss: 3.1612, grad_norm: 2.1596 2021-07-08 00:38:45,723 - mmaction - INFO - Epoch [23][980/1879] lr: 6.835e-02, eta: 4 days, 12:57:28, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5871, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.1134 2021-07-08 00:39:03,072 - mmaction - INFO - Epoch [23][1000/1879] lr: 6.838e-02, eta: 4 days, 12:57:04, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5711, loss_cls: 3.1612, loss: 3.1612, grad_norm: 2.1526 2021-07-08 00:39:20,187 - mmaction - INFO - Epoch [23][1020/1879] lr: 6.841e-02, eta: 4 days, 12:56:39, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5641, loss_cls: 3.1430, loss: 3.1430, grad_norm: 2.1399 2021-07-08 00:39:37,517 - mmaction - INFO - Epoch [23][1040/1879] lr: 6.844e-02, eta: 4 days, 12:56:15, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5922, loss_cls: 3.1029, loss: 3.1029, grad_norm: 2.1274 2021-07-08 00:39:54,607 - mmaction - INFO - Epoch [23][1060/1879] lr: 6.846e-02, eta: 4 days, 12:55:49, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5555, loss_cls: 3.1863, loss: 3.1863, grad_norm: 2.1774 2021-07-08 00:40:11,800 - mmaction - INFO - Epoch [23][1080/1879] lr: 6.849e-02, eta: 4 days, 12:55:23, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5648, loss_cls: 3.1562, loss: 3.1562, grad_norm: 2.1183 2021-07-08 00:40:29,228 - mmaction - INFO - Epoch [23][1100/1879] lr: 6.852e-02, eta: 4 days, 12:55:01, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5555, loss_cls: 3.2008, loss: 3.2008, grad_norm: 2.1145 2021-07-08 00:40:46,473 - mmaction - INFO - Epoch [23][1120/1879] lr: 6.855e-02, eta: 4 days, 12:54:37, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5633, loss_cls: 3.1695, loss: 3.1695, grad_norm: 2.1636 2021-07-08 00:41:03,610 - mmaction - INFO - Epoch [23][1140/1879] lr: 6.857e-02, eta: 4 days, 12:54:11, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5691, loss_cls: 3.1736, loss: 3.1736, grad_norm: 2.1292 2021-07-08 00:41:20,816 - mmaction - INFO - Epoch [23][1160/1879] lr: 6.860e-02, eta: 4 days, 12:53:47, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5551, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.1257 2021-07-08 00:41:38,101 - mmaction - INFO - Epoch [23][1180/1879] lr: 6.863e-02, eta: 4 days, 12:53:22, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5668, loss_cls: 3.1362, loss: 3.1362, grad_norm: 2.1496 2021-07-08 00:41:55,270 - mmaction - INFO - Epoch [23][1200/1879] lr: 6.866e-02, eta: 4 days, 12:52:57, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5727, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.1708 2021-07-08 00:42:12,536 - mmaction - INFO - Epoch [23][1220/1879] lr: 6.869e-02, eta: 4 days, 12:52:33, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5660, loss_cls: 3.1257, loss: 3.1257, grad_norm: 2.1507 2021-07-08 00:42:29,668 - mmaction - INFO - Epoch [23][1240/1879] lr: 6.871e-02, eta: 4 days, 12:52:07, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.1861, loss: 3.1861, grad_norm: 2.1918 2021-07-08 00:42:46,838 - mmaction - INFO - Epoch [23][1260/1879] lr: 6.874e-02, eta: 4 days, 12:51:42, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5570, loss_cls: 3.1970, loss: 3.1970, grad_norm: 2.1356 2021-07-08 00:43:04,063 - mmaction - INFO - Epoch [23][1280/1879] lr: 6.877e-02, eta: 4 days, 12:51:18, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5738, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.1049 2021-07-08 00:43:21,271 - mmaction - INFO - Epoch [23][1300/1879] lr: 6.880e-02, eta: 4 days, 12:50:53, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5625, loss_cls: 3.1792, loss: 3.1792, grad_norm: 2.1155 2021-07-08 00:43:38,585 - mmaction - INFO - Epoch [23][1320/1879] lr: 6.882e-02, eta: 4 days, 12:50:29, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5824, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.1303 2021-07-08 00:43:55,717 - mmaction - INFO - Epoch [23][1340/1879] lr: 6.885e-02, eta: 4 days, 12:50:04, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5637, loss_cls: 3.1279, loss: 3.1279, grad_norm: 2.1024 2021-07-08 00:44:12,806 - mmaction - INFO - Epoch [23][1360/1879] lr: 6.888e-02, eta: 4 days, 12:49:38, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.1080, loss: 3.1080, grad_norm: 2.1102 2021-07-08 00:44:29,829 - mmaction - INFO - Epoch [23][1380/1879] lr: 6.891e-02, eta: 4 days, 12:49:11, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5539, loss_cls: 3.1823, loss: 3.1823, grad_norm: 2.1382 2021-07-08 00:44:47,095 - mmaction - INFO - Epoch [23][1400/1879] lr: 6.893e-02, eta: 4 days, 12:48:47, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5664, loss_cls: 3.1756, loss: 3.1756, grad_norm: 2.1354 2021-07-08 00:45:04,190 - mmaction - INFO - Epoch [23][1420/1879] lr: 6.896e-02, eta: 4 days, 12:48:21, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5602, loss_cls: 3.2234, loss: 3.2234, grad_norm: 2.1507 2021-07-08 00:45:21,220 - mmaction - INFO - Epoch [23][1440/1879] lr: 6.899e-02, eta: 4 days, 12:47:55, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5625, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.0905 2021-07-08 00:45:38,448 - mmaction - INFO - Epoch [23][1460/1879] lr: 6.902e-02, eta: 4 days, 12:47:30, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5652, loss_cls: 3.1759, loss: 3.1759, grad_norm: 2.1504 2021-07-08 00:45:55,453 - mmaction - INFO - Epoch [23][1480/1879] lr: 6.905e-02, eta: 4 days, 12:47:04, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5750, loss_cls: 3.1389, loss: 3.1389, grad_norm: 2.1594 2021-07-08 00:46:12,749 - mmaction - INFO - Epoch [23][1500/1879] lr: 6.907e-02, eta: 4 days, 12:46:40, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5613, loss_cls: 3.1781, loss: 3.1781, grad_norm: 2.1310 2021-07-08 00:46:29,816 - mmaction - INFO - Epoch [23][1520/1879] lr: 6.910e-02, eta: 4 days, 12:46:13, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5613, loss_cls: 3.1729, loss: 3.1729, grad_norm: 2.1008 2021-07-08 00:46:47,020 - mmaction - INFO - Epoch [23][1540/1879] lr: 6.913e-02, eta: 4 days, 12:45:48, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5660, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.1433 2021-07-08 00:47:04,192 - mmaction - INFO - Epoch [23][1560/1879] lr: 6.916e-02, eta: 4 days, 12:45:24, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5672, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.1461 2021-07-08 00:47:21,362 - mmaction - INFO - Epoch [23][1580/1879] lr: 6.918e-02, eta: 4 days, 12:44:59, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5637, loss_cls: 3.1318, loss: 3.1318, grad_norm: 2.1545 2021-07-08 00:47:38,602 - mmaction - INFO - Epoch [23][1600/1879] lr: 6.921e-02, eta: 4 days, 12:44:34, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5563, loss_cls: 3.1997, loss: 3.1997, grad_norm: 2.1460 2021-07-08 00:47:55,731 - mmaction - INFO - Epoch [23][1620/1879] lr: 6.924e-02, eta: 4 days, 12:44:09, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5773, loss_cls: 3.0842, loss: 3.0842, grad_norm: 2.1935 2021-07-08 00:48:12,830 - mmaction - INFO - Epoch [23][1640/1879] lr: 6.927e-02, eta: 4 days, 12:43:43, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5770, loss_cls: 3.1069, loss: 3.1069, grad_norm: 2.1613 2021-07-08 00:48:30,054 - mmaction - INFO - Epoch [23][1660/1879] lr: 6.929e-02, eta: 4 days, 12:43:19, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5648, loss_cls: 3.1794, loss: 3.1794, grad_norm: 2.0807 2021-07-08 00:48:47,340 - mmaction - INFO - Epoch [23][1680/1879] lr: 6.932e-02, eta: 4 days, 12:42:55, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5648, loss_cls: 3.1898, loss: 3.1898, grad_norm: 2.1144 2021-07-08 00:49:04,510 - mmaction - INFO - Epoch [23][1700/1879] lr: 6.935e-02, eta: 4 days, 12:42:30, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5762, loss_cls: 3.1083, loss: 3.1083, grad_norm: 2.1260 2021-07-08 00:49:21,564 - mmaction - INFO - Epoch [23][1720/1879] lr: 6.938e-02, eta: 4 days, 12:42:04, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2034, loss: 3.2034, grad_norm: 2.1788 2021-07-08 00:49:38,899 - mmaction - INFO - Epoch [23][1740/1879] lr: 6.940e-02, eta: 4 days, 12:41:40, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5633, loss_cls: 3.1680, loss: 3.1680, grad_norm: 2.1602 2021-07-08 00:49:56,071 - mmaction - INFO - Epoch [23][1760/1879] lr: 6.943e-02, eta: 4 days, 12:41:15, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5715, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.1550 2021-07-08 00:50:13,161 - mmaction - INFO - Epoch [23][1780/1879] lr: 6.946e-02, eta: 4 days, 12:40:50, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5566, loss_cls: 3.2144, loss: 3.2144, grad_norm: 2.1146 2021-07-08 00:50:30,299 - mmaction - INFO - Epoch [23][1800/1879] lr: 6.949e-02, eta: 4 days, 12:40:24, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5492, loss_cls: 3.2233, loss: 3.2233, grad_norm: 2.1140 2021-07-08 00:50:47,442 - mmaction - INFO - Epoch [23][1820/1879] lr: 6.952e-02, eta: 4 days, 12:39:59, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5684, loss_cls: 3.1463, loss: 3.1463, grad_norm: 2.1219 2021-07-08 00:51:04,539 - mmaction - INFO - Epoch [23][1840/1879] lr: 6.954e-02, eta: 4 days, 12:39:33, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5762, loss_cls: 3.0700, loss: 3.0700, grad_norm: 2.1452 2021-07-08 00:51:21,675 - mmaction - INFO - Epoch [23][1860/1879] lr: 6.957e-02, eta: 4 days, 12:39:08, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5648, loss_cls: 3.1546, loss: 3.1546, grad_norm: 2.0597 2021-07-08 00:51:49,547 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 00:51:49,554 - mmaction - INFO - 106 BN found 2021-07-08 00:56:15,728 - mmaction - INFO - BN stats updated 2021-07-08 00:58:40,868 - mmaction - INFO - Epoch [24][20/1879] lr: 6.951e-02, eta: 4 days, 12:56:49, time: 7.153, data_time: 6.295, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5820, loss_cls: 3.1072, loss: 3.1072, grad_norm: 2.1174 2021-07-08 00:58:57,600 - mmaction - INFO - Epoch [24][40/1879] lr: 6.953e-02, eta: 4 days, 12:56:19, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5723, loss_cls: 3.0587, loss: 3.0587, grad_norm: 2.1268 2021-07-08 00:59:14,249 - mmaction - INFO - Epoch [24][60/1879] lr: 6.956e-02, eta: 4 days, 12:55:48, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5832, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.1150 2021-07-08 00:59:30,777 - mmaction - INFO - Epoch [24][80/1879] lr: 6.959e-02, eta: 4 days, 12:55:17, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5926, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.1349 2021-07-08 00:59:47,396 - mmaction - INFO - Epoch [24][100/1879] lr: 6.962e-02, eta: 4 days, 12:54:45, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5668, loss_cls: 3.1532, loss: 3.1532, grad_norm: 2.1761 2021-07-08 01:00:04,176 - mmaction - INFO - Epoch [24][120/1879] lr: 6.964e-02, eta: 4 days, 12:54:16, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5707, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.1095 2021-07-08 01:00:21,061 - mmaction - INFO - Epoch [24][140/1879] lr: 6.967e-02, eta: 4 days, 12:53:48, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5695, loss_cls: 3.1187, loss: 3.1187, grad_norm: 2.1411 2021-07-08 01:00:37,837 - mmaction - INFO - Epoch [24][160/1879] lr: 6.970e-02, eta: 4 days, 12:53:18, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5617, loss_cls: 3.1388, loss: 3.1388, grad_norm: 2.1665 2021-07-08 01:00:54,721 - mmaction - INFO - Epoch [24][180/1879] lr: 6.973e-02, eta: 4 days, 12:52:50, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5809, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.1348 2021-07-08 01:01:11,751 - mmaction - INFO - Epoch [24][200/1879] lr: 6.975e-02, eta: 4 days, 12:52:23, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5766, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.1295 2021-07-08 01:01:28,810 - mmaction - INFO - Epoch [24][220/1879] lr: 6.978e-02, eta: 4 days, 12:51:57, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5723, loss_cls: 3.1551, loss: 3.1551, grad_norm: 2.1691 2021-07-08 01:01:45,579 - mmaction - INFO - Epoch [24][240/1879] lr: 6.981e-02, eta: 4 days, 12:51:27, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5918, loss_cls: 3.0582, loss: 3.0582, grad_norm: 2.1236 2021-07-08 01:02:02,645 - mmaction - INFO - Epoch [24][260/1879] lr: 6.984e-02, eta: 4 days, 12:51:00, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5746, loss_cls: 3.1431, loss: 3.1431, grad_norm: 2.1821 2021-07-08 01:02:19,637 - mmaction - INFO - Epoch [24][280/1879] lr: 6.987e-02, eta: 4 days, 12:50:34, time: 0.852, data_time: 0.008, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5727, loss_cls: 3.0935, loss: 3.0935, grad_norm: 2.1205 2021-07-08 01:02:36,943 - mmaction - INFO - Epoch [24][300/1879] lr: 6.989e-02, eta: 4 days, 12:50:10, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5750, loss_cls: 3.0989, loss: 3.0989, grad_norm: 2.1828 2021-07-08 01:02:54,003 - mmaction - INFO - Epoch [24][320/1879] lr: 6.992e-02, eta: 4 days, 12:49:43, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.1688 2021-07-08 01:03:11,058 - mmaction - INFO - Epoch [24][340/1879] lr: 6.995e-02, eta: 4 days, 12:49:16, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5730, loss_cls: 3.1246, loss: 3.1246, grad_norm: 2.2098 2021-07-08 01:03:28,200 - mmaction - INFO - Epoch [24][360/1879] lr: 6.998e-02, eta: 4 days, 12:48:51, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5629, loss_cls: 3.2076, loss: 3.2076, grad_norm: 2.1728 2021-07-08 01:03:45,297 - mmaction - INFO - Epoch [24][380/1879] lr: 7.000e-02, eta: 4 days, 12:48:25, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5809, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.0795 2021-07-08 01:04:02,326 - mmaction - INFO - Epoch [24][400/1879] lr: 7.003e-02, eta: 4 days, 12:47:58, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.0941, loss: 3.0941, grad_norm: 2.1757 2021-07-08 01:04:19,485 - mmaction - INFO - Epoch [24][420/1879] lr: 7.006e-02, eta: 4 days, 12:47:33, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1655, loss: 3.1655, grad_norm: 2.1157 2021-07-08 01:04:36,647 - mmaction - INFO - Epoch [24][440/1879] lr: 7.009e-02, eta: 4 days, 12:47:08, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5707, loss_cls: 3.0702, loss: 3.0702, grad_norm: 2.1195 2021-07-08 01:04:53,882 - mmaction - INFO - Epoch [24][460/1879] lr: 7.011e-02, eta: 4 days, 12:46:43, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5609, loss_cls: 3.1937, loss: 3.1937, grad_norm: 2.1763 2021-07-08 01:05:11,014 - mmaction - INFO - Epoch [24][480/1879] lr: 7.014e-02, eta: 4 days, 12:46:17, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5832, loss_cls: 3.1225, loss: 3.1225, grad_norm: 2.1142 2021-07-08 01:05:28,348 - mmaction - INFO - Epoch [24][500/1879] lr: 7.017e-02, eta: 4 days, 12:45:53, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5633, loss_cls: 3.1817, loss: 3.1817, grad_norm: 2.1027 2021-07-08 01:05:45,338 - mmaction - INFO - Epoch [24][520/1879] lr: 7.020e-02, eta: 4 days, 12:45:27, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3016, top5_acc: 0.5699, loss_cls: 3.1360, loss: 3.1360, grad_norm: 2.1577 2021-07-08 01:06:02,552 - mmaction - INFO - Epoch [24][540/1879] lr: 7.022e-02, eta: 4 days, 12:45:01, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5711, loss_cls: 3.1446, loss: 3.1446, grad_norm: 2.1467 2021-07-08 01:06:19,835 - mmaction - INFO - Epoch [24][560/1879] lr: 7.025e-02, eta: 4 days, 12:44:37, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5598, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.1785 2021-07-08 01:06:36,929 - mmaction - INFO - Epoch [24][580/1879] lr: 7.028e-02, eta: 4 days, 12:44:11, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0774, loss: 3.0774, grad_norm: 2.0888 2021-07-08 01:06:53,968 - mmaction - INFO - Epoch [24][600/1879] lr: 7.031e-02, eta: 4 days, 12:43:45, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.1290 2021-07-08 01:07:11,226 - mmaction - INFO - Epoch [24][620/1879] lr: 7.033e-02, eta: 4 days, 12:43:21, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5828, loss_cls: 3.1004, loss: 3.1004, grad_norm: 2.1275 2021-07-08 01:07:28,242 - mmaction - INFO - Epoch [24][640/1879] lr: 7.036e-02, eta: 4 days, 12:42:54, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5711, loss_cls: 3.1084, loss: 3.1084, grad_norm: 2.1065 2021-07-08 01:07:45,453 - mmaction - INFO - Epoch [24][660/1879] lr: 7.039e-02, eta: 4 days, 12:42:28, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3016, top5_acc: 0.5602, loss_cls: 3.1952, loss: 3.1952, grad_norm: 2.1528 2021-07-08 01:08:02,373 - mmaction - INFO - Epoch [24][680/1879] lr: 7.042e-02, eta: 4 days, 12:42:01, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5656, loss_cls: 3.1501, loss: 3.1501, grad_norm: 2.1491 2021-07-08 01:08:19,505 - mmaction - INFO - Epoch [24][700/1879] lr: 7.045e-02, eta: 4 days, 12:41:36, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5730, loss_cls: 3.1048, loss: 3.1048, grad_norm: 2.0762 2021-07-08 01:08:36,519 - mmaction - INFO - Epoch [24][720/1879] lr: 7.047e-02, eta: 4 days, 12:41:09, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5715, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.0875 2021-07-08 01:08:53,676 - mmaction - INFO - Epoch [24][740/1879] lr: 7.050e-02, eta: 4 days, 12:40:43, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5801, loss_cls: 3.0911, loss: 3.0911, grad_norm: 2.1183 2021-07-08 01:09:10,725 - mmaction - INFO - Epoch [24][760/1879] lr: 7.053e-02, eta: 4 days, 12:40:17, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5844, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.1106 2021-07-08 01:09:27,811 - mmaction - INFO - Epoch [24][780/1879] lr: 7.056e-02, eta: 4 days, 12:39:51, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5684, loss_cls: 3.1184, loss: 3.1184, grad_norm: 2.1317 2021-07-08 01:09:44,899 - mmaction - INFO - Epoch [24][800/1879] lr: 7.058e-02, eta: 4 days, 12:39:25, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5918, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.1313 2021-07-08 01:10:02,135 - mmaction - INFO - Epoch [24][820/1879] lr: 7.061e-02, eta: 4 days, 12:39:00, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.1193 2021-07-08 01:10:19,288 - mmaction - INFO - Epoch [24][840/1879] lr: 7.064e-02, eta: 4 days, 12:38:35, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5777, loss_cls: 3.1458, loss: 3.1458, grad_norm: 2.1263 2021-07-08 01:10:36,534 - mmaction - INFO - Epoch [24][860/1879] lr: 7.067e-02, eta: 4 days, 12:38:11, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5523, loss_cls: 3.2122, loss: 3.2122, grad_norm: 2.0803 2021-07-08 01:10:53,726 - mmaction - INFO - Epoch [24][880/1879] lr: 7.069e-02, eta: 4 days, 12:37:46, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5813, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.0507 2021-07-08 01:11:10,872 - mmaction - INFO - Epoch [24][900/1879] lr: 7.072e-02, eta: 4 days, 12:37:20, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5902, loss_cls: 3.0806, loss: 3.0806, grad_norm: 2.1710 2021-07-08 01:11:28,115 - mmaction - INFO - Epoch [24][920/1879] lr: 7.075e-02, eta: 4 days, 12:36:56, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5680, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.1413 2021-07-08 01:11:45,182 - mmaction - INFO - Epoch [24][940/1879] lr: 7.078e-02, eta: 4 days, 12:36:30, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5848, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.1767 2021-07-08 01:12:02,375 - mmaction - INFO - Epoch [24][960/1879] lr: 7.080e-02, eta: 4 days, 12:36:05, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5672, loss_cls: 3.1479, loss: 3.1479, grad_norm: 2.0893 2021-07-08 01:12:19,466 - mmaction - INFO - Epoch [24][980/1879] lr: 7.083e-02, eta: 4 days, 12:35:39, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5676, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.1590 2021-07-08 01:12:36,550 - mmaction - INFO - Epoch [24][1000/1879] lr: 7.086e-02, eta: 4 days, 12:35:13, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5723, loss_cls: 3.0951, loss: 3.0951, grad_norm: 2.1320 2021-07-08 01:12:53,646 - mmaction - INFO - Epoch [24][1020/1879] lr: 7.089e-02, eta: 4 days, 12:34:48, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5723, loss_cls: 3.1424, loss: 3.1424, grad_norm: 2.0367 2021-07-08 01:13:10,733 - mmaction - INFO - Epoch [24][1040/1879] lr: 7.091e-02, eta: 4 days, 12:34:22, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5672, loss_cls: 3.1116, loss: 3.1116, grad_norm: 2.1116 2021-07-08 01:13:27,916 - mmaction - INFO - Epoch [24][1060/1879] lr: 7.094e-02, eta: 4 days, 12:33:57, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5742, loss_cls: 3.1256, loss: 3.1256, grad_norm: 2.1558 2021-07-08 01:13:45,089 - mmaction - INFO - Epoch [24][1080/1879] lr: 7.097e-02, eta: 4 days, 12:33:32, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1429, loss: 3.1429, grad_norm: 2.1572 2021-07-08 01:14:02,194 - mmaction - INFO - Epoch [24][1100/1879] lr: 7.100e-02, eta: 4 days, 12:33:06, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5672, loss_cls: 3.1649, loss: 3.1649, grad_norm: 2.1549 2021-07-08 01:14:19,495 - mmaction - INFO - Epoch [24][1120/1879] lr: 7.103e-02, eta: 4 days, 12:32:42, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5637, loss_cls: 3.1739, loss: 3.1739, grad_norm: 2.1517 2021-07-08 01:14:36,596 - mmaction - INFO - Epoch [24][1140/1879] lr: 7.105e-02, eta: 4 days, 12:32:16, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5527, loss_cls: 3.2117, loss: 3.2117, grad_norm: 2.0650 2021-07-08 01:14:53,647 - mmaction - INFO - Epoch [24][1160/1879] lr: 7.108e-02, eta: 4 days, 12:31:50, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.0597, loss: 3.0597, grad_norm: 2.1192 2021-07-08 01:15:10,719 - mmaction - INFO - Epoch [24][1180/1879] lr: 7.111e-02, eta: 4 days, 12:31:24, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5762, loss_cls: 3.1480, loss: 3.1480, grad_norm: 2.1256 2021-07-08 01:15:27,859 - mmaction - INFO - Epoch [24][1200/1879] lr: 7.114e-02, eta: 4 days, 12:30:59, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.1384 2021-07-08 01:15:44,916 - mmaction - INFO - Epoch [24][1220/1879] lr: 7.116e-02, eta: 4 days, 12:30:32, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5641, loss_cls: 3.1779, loss: 3.1779, grad_norm: 2.1330 2021-07-08 01:16:02,052 - mmaction - INFO - Epoch [24][1240/1879] lr: 7.119e-02, eta: 4 days, 12:30:08, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5598, loss_cls: 3.1575, loss: 3.1575, grad_norm: 2.0972 2021-07-08 01:16:19,251 - mmaction - INFO - Epoch [24][1260/1879] lr: 7.122e-02, eta: 4 days, 12:29:42, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5918, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.1270 2021-07-08 01:16:36,279 - mmaction - INFO - Epoch [24][1280/1879] lr: 7.125e-02, eta: 4 days, 12:29:16, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5680, loss_cls: 3.1643, loss: 3.1643, grad_norm: 2.1211 2021-07-08 01:16:53,613 - mmaction - INFO - Epoch [24][1300/1879] lr: 7.127e-02, eta: 4 days, 12:28:52, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5738, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.1512 2021-07-08 01:17:10,800 - mmaction - INFO - Epoch [24][1320/1879] lr: 7.130e-02, eta: 4 days, 12:28:28, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5590, loss_cls: 3.1633, loss: 3.1633, grad_norm: 2.1540 2021-07-08 01:17:27,944 - mmaction - INFO - Epoch [24][1340/1879] lr: 7.133e-02, eta: 4 days, 12:28:03, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5680, loss_cls: 3.1812, loss: 3.1812, grad_norm: 2.1018 2021-07-08 01:17:45,067 - mmaction - INFO - Epoch [24][1360/1879] lr: 7.136e-02, eta: 4 days, 12:27:37, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5746, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.1107 2021-07-08 01:18:02,333 - mmaction - INFO - Epoch [24][1380/1879] lr: 7.138e-02, eta: 4 days, 12:27:13, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.6121, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.1046 2021-07-08 01:18:19,539 - mmaction - INFO - Epoch [24][1400/1879] lr: 7.141e-02, eta: 4 days, 12:26:49, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5609, loss_cls: 3.1948, loss: 3.1948, grad_norm: 2.1818 2021-07-08 01:18:36,778 - mmaction - INFO - Epoch [24][1420/1879] lr: 7.144e-02, eta: 4 days, 12:26:25, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.0987 2021-07-08 01:18:53,875 - mmaction - INFO - Epoch [24][1440/1879] lr: 7.147e-02, eta: 4 days, 12:25:59, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5840, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.1058 2021-07-08 01:19:11,119 - mmaction - INFO - Epoch [24][1460/1879] lr: 7.149e-02, eta: 4 days, 12:25:35, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5723, loss_cls: 3.1285, loss: 3.1285, grad_norm: 2.1382 2021-07-08 01:19:28,522 - mmaction - INFO - Epoch [24][1480/1879] lr: 7.152e-02, eta: 4 days, 12:25:12, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5805, loss_cls: 3.1103, loss: 3.1103, grad_norm: 2.1740 2021-07-08 01:19:45,659 - mmaction - INFO - Epoch [24][1500/1879] lr: 7.155e-02, eta: 4 days, 12:24:46, time: 0.856, data_time: 0.011, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5777, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.1311 2021-07-08 01:20:02,833 - mmaction - INFO - Epoch [24][1520/1879] lr: 7.158e-02, eta: 4 days, 12:24:22, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5645, loss_cls: 3.1842, loss: 3.1842, grad_norm: 2.1372 2021-07-08 01:20:19,916 - mmaction - INFO - Epoch [24][1540/1879] lr: 7.161e-02, eta: 4 days, 12:23:56, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.1919, loss: 3.1919, grad_norm: 2.1395 2021-07-08 01:20:37,061 - mmaction - INFO - Epoch [24][1560/1879] lr: 7.163e-02, eta: 4 days, 12:23:31, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5598, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.1037 2021-07-08 01:20:54,283 - mmaction - INFO - Epoch [24][1580/1879] lr: 7.166e-02, eta: 4 days, 12:23:06, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5742, loss_cls: 3.0937, loss: 3.0937, grad_norm: 2.0764 2021-07-08 01:21:11,506 - mmaction - INFO - Epoch [24][1600/1879] lr: 7.169e-02, eta: 4 days, 12:22:42, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5773, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.0917 2021-07-08 01:21:28,547 - mmaction - INFO - Epoch [24][1620/1879] lr: 7.172e-02, eta: 4 days, 12:22:16, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5645, loss_cls: 3.1512, loss: 3.1512, grad_norm: 2.1130 2021-07-08 01:21:46,055 - mmaction - INFO - Epoch [24][1640/1879] lr: 7.174e-02, eta: 4 days, 12:21:54, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5727, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.1535 2021-07-08 01:22:03,265 - mmaction - INFO - Epoch [24][1660/1879] lr: 7.177e-02, eta: 4 days, 12:21:30, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5668, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.1505 2021-07-08 01:22:20,539 - mmaction - INFO - Epoch [24][1680/1879] lr: 7.180e-02, eta: 4 days, 12:21:05, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.1486, loss: 3.1486, grad_norm: 2.0920 2021-07-08 01:22:37,772 - mmaction - INFO - Epoch [24][1700/1879] lr: 7.183e-02, eta: 4 days, 12:20:42, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.1013, loss: 3.1013, grad_norm: 2.1048 2021-07-08 01:22:55,031 - mmaction - INFO - Epoch [24][1720/1879] lr: 7.185e-02, eta: 4 days, 12:20:18, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5598, loss_cls: 3.1436, loss: 3.1436, grad_norm: 2.1346 2021-07-08 01:23:12,230 - mmaction - INFO - Epoch [24][1740/1879] lr: 7.188e-02, eta: 4 days, 12:19:53, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5762, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.0898 2021-07-08 01:23:29,428 - mmaction - INFO - Epoch [24][1760/1879] lr: 7.191e-02, eta: 4 days, 12:19:29, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5664, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.1075 2021-07-08 01:23:46,587 - mmaction - INFO - Epoch [24][1780/1879] lr: 7.194e-02, eta: 4 days, 12:19:04, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1672, loss: 3.1672, grad_norm: 2.1281 2021-07-08 01:24:03,645 - mmaction - INFO - Epoch [24][1800/1879] lr: 7.196e-02, eta: 4 days, 12:18:37, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.1896 2021-07-08 01:24:20,649 - mmaction - INFO - Epoch [24][1820/1879] lr: 7.199e-02, eta: 4 days, 12:18:12, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5633, loss_cls: 3.1452, loss: 3.1452, grad_norm: 2.1166 2021-07-08 01:24:37,769 - mmaction - INFO - Epoch [24][1840/1879] lr: 7.202e-02, eta: 4 days, 12:17:46, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5547, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.2045 2021-07-08 01:24:55,014 - mmaction - INFO - Epoch [24][1860/1879] lr: 7.205e-02, eta: 4 days, 12:17:22, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5695, loss_cls: 3.1854, loss: 3.1854, grad_norm: 2.1144 2021-07-08 01:25:21,564 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 01:25:21,571 - mmaction - INFO - 106 BN found 2021-07-08 01:29:47,272 - mmaction - INFO - BN stats updated 2021-07-08 01:29:49,292 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-07-08 01:32:30,636 - mmaction - INFO - Epoch [25][20/1879] lr: 7.197e-02, eta: 4 days, 12:35:33, time: 7.569, data_time: 6.650, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5762, loss_cls: 3.0930, loss: 3.0930, grad_norm: 2.0946 2021-07-08 01:32:47,000 - mmaction - INFO - Epoch [25][40/1879] lr: 7.200e-02, eta: 4 days, 12:35:00, time: 0.821, data_time: 0.008, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5711, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.1368 2021-07-08 01:33:03,760 - mmaction - INFO - Epoch [25][60/1879] lr: 7.203e-02, eta: 4 days, 12:34:31, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5641, loss_cls: 3.2118, loss: 3.2118, grad_norm: 2.2049 2021-07-08 01:33:20,420 - mmaction - INFO - Epoch [25][80/1879] lr: 7.206e-02, eta: 4 days, 12:34:01, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5762, loss_cls: 3.1102, loss: 3.1102, grad_norm: 2.0732 2021-07-08 01:33:37,019 - mmaction - INFO - Epoch [25][100/1879] lr: 7.208e-02, eta: 4 days, 12:33:30, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5613, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.1004 2021-07-08 01:33:53,933 - mmaction - INFO - Epoch [25][120/1879] lr: 7.211e-02, eta: 4 days, 12:33:02, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0490, loss: 3.0490, grad_norm: 2.0975 2021-07-08 01:34:10,880 - mmaction - INFO - Epoch [25][140/1879] lr: 7.214e-02, eta: 4 days, 12:32:35, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5824, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.1309 2021-07-08 01:34:27,720 - mmaction - INFO - Epoch [25][160/1879] lr: 7.217e-02, eta: 4 days, 12:32:06, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5777, loss_cls: 3.0712, loss: 3.0712, grad_norm: 2.1343 2021-07-08 01:34:44,565 - mmaction - INFO - Epoch [25][180/1879] lr: 7.219e-02, eta: 4 days, 12:31:38, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5707, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.1345 2021-07-08 01:35:01,469 - mmaction - INFO - Epoch [25][200/1879] lr: 7.222e-02, eta: 4 days, 12:31:10, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5867, loss_cls: 3.0554, loss: 3.0554, grad_norm: 2.1091 2021-07-08 01:35:18,494 - mmaction - INFO - Epoch [25][220/1879] lr: 7.225e-02, eta: 4 days, 12:30:43, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5687, loss_cls: 3.0851, loss: 3.0851, grad_norm: 2.1278 2021-07-08 01:35:35,530 - mmaction - INFO - Epoch [25][240/1879] lr: 7.228e-02, eta: 4 days, 12:30:17, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5699, loss_cls: 3.1351, loss: 3.1351, grad_norm: 2.1885 2021-07-08 01:35:52,833 - mmaction - INFO - Epoch [25][260/1879] lr: 7.230e-02, eta: 4 days, 12:29:53, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5852, loss_cls: 3.0844, loss: 3.0844, grad_norm: 2.0937 2021-07-08 01:36:09,842 - mmaction - INFO - Epoch [25][280/1879] lr: 7.233e-02, eta: 4 days, 12:29:26, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5652, loss_cls: 3.1496, loss: 3.1496, grad_norm: 2.1651 2021-07-08 01:36:27,042 - mmaction - INFO - Epoch [25][300/1879] lr: 7.236e-02, eta: 4 days, 12:29:01, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5754, loss_cls: 3.0860, loss: 3.0860, grad_norm: 2.1148 2021-07-08 01:36:44,123 - mmaction - INFO - Epoch [25][320/1879] lr: 7.239e-02, eta: 4 days, 12:28:35, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5918, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.1883 2021-07-08 01:37:01,415 - mmaction - INFO - Epoch [25][340/1879] lr: 7.241e-02, eta: 4 days, 12:28:11, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5859, loss_cls: 3.0068, loss: 3.0068, grad_norm: 2.0862 2021-07-08 01:37:18,474 - mmaction - INFO - Epoch [25][360/1879] lr: 7.244e-02, eta: 4 days, 12:27:45, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5828, loss_cls: 3.0767, loss: 3.0767, grad_norm: 2.1243 2021-07-08 01:37:35,666 - mmaction - INFO - Epoch [25][380/1879] lr: 7.247e-02, eta: 4 days, 12:27:20, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5695, loss_cls: 3.1709, loss: 3.1709, grad_norm: 2.1703 2021-07-08 01:37:52,738 - mmaction - INFO - Epoch [25][400/1879] lr: 7.250e-02, eta: 4 days, 12:26:54, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5582, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.1331 2021-07-08 01:38:09,900 - mmaction - INFO - Epoch [25][420/1879] lr: 7.252e-02, eta: 4 days, 12:26:28, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.1097 2021-07-08 01:38:26,937 - mmaction - INFO - Epoch [25][440/1879] lr: 7.255e-02, eta: 4 days, 12:26:02, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 3.0292, loss: 3.0292, grad_norm: 2.1227 2021-07-08 01:38:44,058 - mmaction - INFO - Epoch [25][460/1879] lr: 7.258e-02, eta: 4 days, 12:25:37, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6051, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.1681 2021-07-08 01:39:01,291 - mmaction - INFO - Epoch [25][480/1879] lr: 7.261e-02, eta: 4 days, 12:25:12, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5660, loss_cls: 3.1592, loss: 3.1592, grad_norm: 2.1113 2021-07-08 01:39:18,395 - mmaction - INFO - Epoch [25][500/1879] lr: 7.263e-02, eta: 4 days, 12:24:46, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5766, loss_cls: 3.1151, loss: 3.1151, grad_norm: 2.0621 2021-07-08 01:39:35,449 - mmaction - INFO - Epoch [25][520/1879] lr: 7.266e-02, eta: 4 days, 12:24:19, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1445, loss: 3.1445, grad_norm: 2.1652 2021-07-08 01:39:52,634 - mmaction - INFO - Epoch [25][540/1879] lr: 7.269e-02, eta: 4 days, 12:23:55, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5934, loss_cls: 3.0837, loss: 3.0837, grad_norm: 2.1464 2021-07-08 01:40:09,765 - mmaction - INFO - Epoch [25][560/1879] lr: 7.272e-02, eta: 4 days, 12:23:29, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5648, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.1728 2021-07-08 01:40:26,977 - mmaction - INFO - Epoch [25][580/1879] lr: 7.274e-02, eta: 4 days, 12:23:05, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5645, loss_cls: 3.1375, loss: 3.1375, grad_norm: 2.1381 2021-07-08 01:40:44,002 - mmaction - INFO - Epoch [25][600/1879] lr: 7.277e-02, eta: 4 days, 12:22:38, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5902, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.1234 2021-07-08 01:41:01,119 - mmaction - INFO - Epoch [25][620/1879] lr: 7.280e-02, eta: 4 days, 12:22:12, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5691, loss_cls: 3.1534, loss: 3.1534, grad_norm: 2.1577 2021-07-08 01:41:18,256 - mmaction - INFO - Epoch [25][640/1879] lr: 7.283e-02, eta: 4 days, 12:21:47, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5906, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.1148 2021-07-08 01:41:35,417 - mmaction - INFO - Epoch [25][660/1879] lr: 7.285e-02, eta: 4 days, 12:21:21, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5570, loss_cls: 3.1338, loss: 3.1338, grad_norm: 2.1250 2021-07-08 01:41:52,489 - mmaction - INFO - Epoch [25][680/1879] lr: 7.288e-02, eta: 4 days, 12:20:56, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5770, loss_cls: 3.1077, loss: 3.1077, grad_norm: 2.1424 2021-07-08 01:42:09,570 - mmaction - INFO - Epoch [25][700/1879] lr: 7.291e-02, eta: 4 days, 12:20:30, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5980, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.1213 2021-07-08 01:42:26,694 - mmaction - INFO - Epoch [25][720/1879] lr: 7.294e-02, eta: 4 days, 12:20:04, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5828, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.1259 2021-07-08 01:42:43,823 - mmaction - INFO - Epoch [25][740/1879] lr: 7.296e-02, eta: 4 days, 12:19:39, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5875, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.1272 2021-07-08 01:43:00,826 - mmaction - INFO - Epoch [25][760/1879] lr: 7.299e-02, eta: 4 days, 12:19:12, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5773, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.1005 2021-07-08 01:43:17,891 - mmaction - INFO - Epoch [25][780/1879] lr: 7.302e-02, eta: 4 days, 12:18:46, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5723, loss_cls: 3.1583, loss: 3.1583, grad_norm: 2.0749 2021-07-08 01:43:35,035 - mmaction - INFO - Epoch [25][800/1879] lr: 7.305e-02, eta: 4 days, 12:18:21, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1085, loss: 3.1085, grad_norm: 2.0542 2021-07-08 01:43:52,242 - mmaction - INFO - Epoch [25][820/1879] lr: 7.308e-02, eta: 4 days, 12:17:56, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5813, loss_cls: 3.0728, loss: 3.0728, grad_norm: 2.1663 2021-07-08 01:44:09,301 - mmaction - INFO - Epoch [25][840/1879] lr: 7.310e-02, eta: 4 days, 12:17:30, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5547, loss_cls: 3.1731, loss: 3.1731, grad_norm: 2.1378 2021-07-08 01:44:26,366 - mmaction - INFO - Epoch [25][860/1879] lr: 7.313e-02, eta: 4 days, 12:17:04, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5836, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.0826 2021-07-08 01:44:43,511 - mmaction - INFO - Epoch [25][880/1879] lr: 7.316e-02, eta: 4 days, 12:16:39, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5633, loss_cls: 3.1359, loss: 3.1359, grad_norm: 2.1213 2021-07-08 01:45:00,486 - mmaction - INFO - Epoch [25][900/1879] lr: 7.319e-02, eta: 4 days, 12:16:12, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5848, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.1089 2021-07-08 01:45:17,592 - mmaction - INFO - Epoch [25][920/1879] lr: 7.321e-02, eta: 4 days, 12:15:46, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5805, loss_cls: 3.0752, loss: 3.0752, grad_norm: 2.1509 2021-07-08 01:45:34,664 - mmaction - INFO - Epoch [25][940/1879] lr: 7.324e-02, eta: 4 days, 12:15:20, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5703, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.1409 2021-07-08 01:45:51,782 - mmaction - INFO - Epoch [25][960/1879] lr: 7.327e-02, eta: 4 days, 12:14:55, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5574, loss_cls: 3.1988, loss: 3.1988, grad_norm: 2.1958 2021-07-08 01:46:08,819 - mmaction - INFO - Epoch [25][980/1879] lr: 7.330e-02, eta: 4 days, 12:14:29, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5711, loss_cls: 3.1322, loss: 3.1322, grad_norm: 2.1732 2021-07-08 01:46:25,962 - mmaction - INFO - Epoch [25][1000/1879] lr: 7.332e-02, eta: 4 days, 12:14:03, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5652, loss_cls: 3.1391, loss: 3.1391, grad_norm: 2.1112 2021-07-08 01:46:43,119 - mmaction - INFO - Epoch [25][1020/1879] lr: 7.335e-02, eta: 4 days, 12:13:38, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5793, loss_cls: 3.0788, loss: 3.0788, grad_norm: 2.0502 2021-07-08 01:47:00,116 - mmaction - INFO - Epoch [25][1040/1879] lr: 7.338e-02, eta: 4 days, 12:13:12, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5953, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.1470 2021-07-08 01:47:17,157 - mmaction - INFO - Epoch [25][1060/1879] lr: 7.341e-02, eta: 4 days, 12:12:45, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5758, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.0827 2021-07-08 01:47:34,305 - mmaction - INFO - Epoch [25][1080/1879] lr: 7.343e-02, eta: 4 days, 12:12:20, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5887, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.1516 2021-07-08 01:47:51,596 - mmaction - INFO - Epoch [25][1100/1879] lr: 7.346e-02, eta: 4 days, 12:11:57, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5730, loss_cls: 3.0990, loss: 3.0990, grad_norm: 2.0773 2021-07-08 01:48:08,609 - mmaction - INFO - Epoch [25][1120/1879] lr: 7.349e-02, eta: 4 days, 12:11:30, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5543, loss_cls: 3.2137, loss: 3.2137, grad_norm: 2.1520 2021-07-08 01:48:25,689 - mmaction - INFO - Epoch [25][1140/1879] lr: 7.352e-02, eta: 4 days, 12:11:05, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5676, loss_cls: 3.1254, loss: 3.1254, grad_norm: 2.1702 2021-07-08 01:48:42,774 - mmaction - INFO - Epoch [25][1160/1879] lr: 7.354e-02, eta: 4 days, 12:10:39, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5707, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.1426 2021-07-08 01:48:59,909 - mmaction - INFO - Epoch [25][1180/1879] lr: 7.357e-02, eta: 4 days, 12:10:13, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5590, loss_cls: 3.1326, loss: 3.1326, grad_norm: 2.1425 2021-07-08 01:49:16,998 - mmaction - INFO - Epoch [25][1200/1879] lr: 7.360e-02, eta: 4 days, 12:09:48, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5559, loss_cls: 3.1910, loss: 3.1910, grad_norm: 2.1127 2021-07-08 01:49:34,112 - mmaction - INFO - Epoch [25][1220/1879] lr: 7.363e-02, eta: 4 days, 12:09:22, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5762, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.0896 2021-07-08 01:49:51,337 - mmaction - INFO - Epoch [25][1240/1879] lr: 7.365e-02, eta: 4 days, 12:08:58, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5711, loss_cls: 3.1266, loss: 3.1266, grad_norm: 2.1554 2021-07-08 01:50:08,558 - mmaction - INFO - Epoch [25][1260/1879] lr: 7.368e-02, eta: 4 days, 12:08:34, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5758, loss_cls: 3.1064, loss: 3.1064, grad_norm: 2.0860 2021-07-08 01:50:25,730 - mmaction - INFO - Epoch [25][1280/1879] lr: 7.371e-02, eta: 4 days, 12:08:09, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5738, loss_cls: 3.1069, loss: 3.1069, grad_norm: 2.1414 2021-07-08 01:50:42,773 - mmaction - INFO - Epoch [25][1300/1879] lr: 7.374e-02, eta: 4 days, 12:07:43, time: 0.851, data_time: 0.000, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5637, loss_cls: 3.1326, loss: 3.1326, grad_norm: 2.0880 2021-07-08 01:50:59,967 - mmaction - INFO - Epoch [25][1320/1879] lr: 7.376e-02, eta: 4 days, 12:07:18, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5832, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.1017 2021-07-08 01:51:17,023 - mmaction - INFO - Epoch [25][1340/1879] lr: 7.379e-02, eta: 4 days, 12:06:52, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5855, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.0674 2021-07-08 01:51:34,177 - mmaction - INFO - Epoch [25][1360/1879] lr: 7.382e-02, eta: 4 days, 12:06:27, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5836, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.0965 2021-07-08 01:51:51,311 - mmaction - INFO - Epoch [25][1380/1879] lr: 7.385e-02, eta: 4 days, 12:06:02, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5715, loss_cls: 3.1149, loss: 3.1149, grad_norm: 2.1616 2021-07-08 01:52:08,482 - mmaction - INFO - Epoch [25][1400/1879] lr: 7.387e-02, eta: 4 days, 12:05:37, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5598, loss_cls: 3.1703, loss: 3.1703, grad_norm: 2.1417 2021-07-08 01:52:25,602 - mmaction - INFO - Epoch [25][1420/1879] lr: 7.390e-02, eta: 4 days, 12:05:12, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1416, loss: 3.1416, grad_norm: 2.0956 2021-07-08 01:52:42,830 - mmaction - INFO - Epoch [25][1440/1879] lr: 7.393e-02, eta: 4 days, 12:04:47, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5695, loss_cls: 3.1072, loss: 3.1072, grad_norm: 2.1104 2021-07-08 01:52:59,918 - mmaction - INFO - Epoch [25][1460/1879] lr: 7.396e-02, eta: 4 days, 12:04:22, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5750, loss_cls: 3.1273, loss: 3.1273, grad_norm: 2.0732 2021-07-08 01:53:17,180 - mmaction - INFO - Epoch [25][1480/1879] lr: 7.399e-02, eta: 4 days, 12:03:58, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5828, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.1213 2021-07-08 01:53:34,370 - mmaction - INFO - Epoch [25][1500/1879] lr: 7.401e-02, eta: 4 days, 12:03:33, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5746, loss_cls: 3.1127, loss: 3.1127, grad_norm: 2.0918 2021-07-08 01:53:51,514 - mmaction - INFO - Epoch [25][1520/1879] lr: 7.404e-02, eta: 4 days, 12:03:08, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5734, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.1312 2021-07-08 01:54:08,703 - mmaction - INFO - Epoch [25][1540/1879] lr: 7.407e-02, eta: 4 days, 12:02:43, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5672, loss_cls: 3.1376, loss: 3.1376, grad_norm: 2.1008 2021-07-08 01:54:25,863 - mmaction - INFO - Epoch [25][1560/1879] lr: 7.410e-02, eta: 4 days, 12:02:19, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5660, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.1177 2021-07-08 01:54:43,157 - mmaction - INFO - Epoch [25][1580/1879] lr: 7.412e-02, eta: 4 days, 12:01:55, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5762, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.1710 2021-07-08 01:55:00,312 - mmaction - INFO - Epoch [25][1600/1879] lr: 7.415e-02, eta: 4 days, 12:01:30, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5957, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.1384 2021-07-08 01:55:17,569 - mmaction - INFO - Epoch [25][1620/1879] lr: 7.418e-02, eta: 4 days, 12:01:06, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5695, loss_cls: 3.1131, loss: 3.1131, grad_norm: 2.1744 2021-07-08 01:55:34,857 - mmaction - INFO - Epoch [25][1640/1879] lr: 7.421e-02, eta: 4 days, 12:00:43, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5738, loss_cls: 3.1131, loss: 3.1131, grad_norm: 2.0526 2021-07-08 01:55:52,006 - mmaction - INFO - Epoch [25][1660/1879] lr: 7.423e-02, eta: 4 days, 12:00:18, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5746, loss_cls: 3.1218, loss: 3.1218, grad_norm: 2.1299 2021-07-08 01:56:09,158 - mmaction - INFO - Epoch [25][1680/1879] lr: 7.426e-02, eta: 4 days, 11:59:52, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5926, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.0942 2021-07-08 01:56:26,429 - mmaction - INFO - Epoch [25][1700/1879] lr: 7.429e-02, eta: 4 days, 11:59:29, time: 0.869, data_time: 0.016, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5719, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.1258 2021-07-08 01:56:43,657 - mmaction - INFO - Epoch [25][1720/1879] lr: 7.432e-02, eta: 4 days, 11:59:05, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5715, loss_cls: 3.1236, loss: 3.1236, grad_norm: 2.1295 2021-07-08 01:57:00,818 - mmaction - INFO - Epoch [25][1740/1879] lr: 7.434e-02, eta: 4 days, 11:58:40, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5727, loss_cls: 3.1438, loss: 3.1438, grad_norm: 2.1099 2021-07-08 01:57:18,018 - mmaction - INFO - Epoch [25][1760/1879] lr: 7.437e-02, eta: 4 days, 11:58:15, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5754, loss_cls: 3.0784, loss: 3.0784, grad_norm: 2.0894 2021-07-08 01:57:35,314 - mmaction - INFO - Epoch [25][1780/1879] lr: 7.440e-02, eta: 4 days, 11:57:52, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5648, loss_cls: 3.1093, loss: 3.1093, grad_norm: 2.0937 2021-07-08 01:57:52,393 - mmaction - INFO - Epoch [25][1800/1879] lr: 7.443e-02, eta: 4 days, 11:57:26, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5824, loss_cls: 3.0312, loss: 3.0312, grad_norm: 2.0758 2021-07-08 01:58:09,616 - mmaction - INFO - Epoch [25][1820/1879] lr: 7.445e-02, eta: 4 days, 11:57:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5578, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.0829 2021-07-08 01:58:26,785 - mmaction - INFO - Epoch [25][1840/1879] lr: 7.448e-02, eta: 4 days, 11:56:38, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5578, loss_cls: 3.1421, loss: 3.1421, grad_norm: 2.0999 2021-07-08 01:58:44,032 - mmaction - INFO - Epoch [25][1860/1879] lr: 7.451e-02, eta: 4 days, 11:56:13, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5551, loss_cls: 3.2049, loss: 3.2049, grad_norm: 2.0804 2021-07-08 01:59:13,038 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 01:59:13,043 - mmaction - INFO - 106 BN found 2021-07-08 02:03:47,183 - mmaction - INFO - BN stats updated 2021-07-08 02:07:31,630 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 02:07:32,574 - mmaction - INFO - top1_acc 0.3972 top5_acc 0.6815 2021-07-08 02:07:32,574 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 02:07:32,672 - mmaction - INFO - mean_acc 0.3969 2021-07-08 02:07:33,252 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_25.pth. 2021-07-08 02:07:33,253 - mmaction - INFO - Best top1_acc is 0.3972 at 25 epoch. 2021-07-08 02:07:33,266 - mmaction - INFO - Epoch(val) [25][155] top1_acc: 0.3972, top5_acc: 0.6815, mean_class_accuracy: 0.3969 2021-07-08 02:09:03,963 - mmaction - INFO - Epoch [26][20/1879] lr: 7.442e-02, eta: 4 days, 12:04:13, time: 4.532, data_time: 3.614, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5988, loss_cls: 3.0245, loss: 3.0245, grad_norm: 2.1305 2021-07-08 02:09:20,505 - mmaction - INFO - Epoch [26][40/1879] lr: 7.445e-02, eta: 4 days, 12:03:42, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0936, loss: 3.0936, grad_norm: 2.0901 2021-07-08 02:09:37,086 - mmaction - INFO - Epoch [26][60/1879] lr: 7.448e-02, eta: 4 days, 12:03:12, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5707, loss_cls: 3.0822, loss: 3.0822, grad_norm: 2.0471 2021-07-08 02:09:53,694 - mmaction - INFO - Epoch [26][80/1879] lr: 7.451e-02, eta: 4 days, 12:02:42, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6020, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.1044 2021-07-08 02:10:10,547 - mmaction - INFO - Epoch [26][100/1879] lr: 7.453e-02, eta: 4 days, 12:02:13, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3039, top5_acc: 0.5664, loss_cls: 3.1730, loss: 3.1730, grad_norm: 2.1220 2021-07-08 02:10:27,159 - mmaction - INFO - Epoch [26][120/1879] lr: 7.456e-02, eta: 4 days, 12:01:44, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5691, loss_cls: 3.1090, loss: 3.1090, grad_norm: 2.1017 2021-07-08 02:10:43,959 - mmaction - INFO - Epoch [26][140/1879] lr: 7.459e-02, eta: 4 days, 12:01:16, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5980, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.0745 2021-07-08 02:11:00,946 - mmaction - INFO - Epoch [26][160/1879] lr: 7.462e-02, eta: 4 days, 12:00:49, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3297, top5_acc: 0.6047, loss_cls: 3.0154, loss: 3.0154, grad_norm: 2.1219 2021-07-08 02:11:17,926 - mmaction - INFO - Epoch [26][180/1879] lr: 7.464e-02, eta: 4 days, 12:00:22, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5801, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.1334 2021-07-08 02:11:35,043 - mmaction - INFO - Epoch [26][200/1879] lr: 7.467e-02, eta: 4 days, 11:59:57, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5730, loss_cls: 3.1139, loss: 3.1139, grad_norm: 2.0927 2021-07-08 02:11:52,269 - mmaction - INFO - Epoch [26][220/1879] lr: 7.470e-02, eta: 4 days, 11:59:33, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5809, loss_cls: 3.1012, loss: 3.1012, grad_norm: 2.1183 2021-07-08 02:12:09,265 - mmaction - INFO - Epoch [26][240/1879] lr: 7.473e-02, eta: 4 days, 11:59:06, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5895, loss_cls: 3.0724, loss: 3.0724, grad_norm: 2.1250 2021-07-08 02:12:26,327 - mmaction - INFO - Epoch [26][260/1879] lr: 7.475e-02, eta: 4 days, 11:58:41, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1988, loss: 3.1988, grad_norm: 2.1300 2021-07-08 02:12:43,596 - mmaction - INFO - Epoch [26][280/1879] lr: 7.478e-02, eta: 4 days, 11:58:17, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5770, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.1053 2021-07-08 02:13:00,789 - mmaction - INFO - Epoch [26][300/1879] lr: 7.481e-02, eta: 4 days, 11:57:51, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5793, loss_cls: 3.0925, loss: 3.0925, grad_norm: 2.0833 2021-07-08 02:13:18,006 - mmaction - INFO - Epoch [26][320/1879] lr: 7.484e-02, eta: 4 days, 11:57:28, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5867, loss_cls: 3.0606, loss: 3.0606, grad_norm: 2.0539 2021-07-08 02:13:35,276 - mmaction - INFO - Epoch [26][340/1879] lr: 7.486e-02, eta: 4 days, 11:57:04, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 3.0382, loss: 3.0382, grad_norm: 2.1111 2021-07-08 02:13:52,481 - mmaction - INFO - Epoch [26][360/1879] lr: 7.489e-02, eta: 4 days, 11:56:39, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5852, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.1451 2021-07-08 02:14:09,624 - mmaction - INFO - Epoch [26][380/1879] lr: 7.492e-02, eta: 4 days, 11:56:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5813, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.1302 2021-07-08 02:14:26,592 - mmaction - INFO - Epoch [26][400/1879] lr: 7.495e-02, eta: 4 days, 11:55:48, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5695, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.1049 2021-07-08 02:14:43,810 - mmaction - INFO - Epoch [26][420/1879] lr: 7.497e-02, eta: 4 days, 11:55:23, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5887, loss_cls: 3.0584, loss: 3.0584, grad_norm: 2.0899 2021-07-08 02:15:00,732 - mmaction - INFO - Epoch [26][440/1879] lr: 7.500e-02, eta: 4 days, 11:54:56, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5895, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.0775 2021-07-08 02:15:18,050 - mmaction - INFO - Epoch [26][460/1879] lr: 7.503e-02, eta: 4 days, 11:54:33, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5746, loss_cls: 3.0972, loss: 3.0972, grad_norm: 2.1709 2021-07-08 02:15:35,066 - mmaction - INFO - Epoch [26][480/1879] lr: 7.506e-02, eta: 4 days, 11:54:07, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5785, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.1421 2021-07-08 02:15:52,170 - mmaction - INFO - Epoch [26][500/1879] lr: 7.508e-02, eta: 4 days, 11:53:41, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5773, loss_cls: 3.0729, loss: 3.0729, grad_norm: 2.1490 2021-07-08 02:16:09,265 - mmaction - INFO - Epoch [26][520/1879] lr: 7.511e-02, eta: 4 days, 11:53:16, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5707, loss_cls: 3.1275, loss: 3.1275, grad_norm: 2.1025 2021-07-08 02:16:26,524 - mmaction - INFO - Epoch [26][540/1879] lr: 7.514e-02, eta: 4 days, 11:52:52, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5750, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.1039 2021-07-08 02:16:43,561 - mmaction - INFO - Epoch [26][560/1879] lr: 7.517e-02, eta: 4 days, 11:52:26, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5734, loss_cls: 3.1567, loss: 3.1567, grad_norm: 2.1566 2021-07-08 02:17:00,637 - mmaction - INFO - Epoch [26][580/1879] lr: 7.519e-02, eta: 4 days, 11:52:00, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5836, loss_cls: 3.0937, loss: 3.0937, grad_norm: 2.1085 2021-07-08 02:17:17,709 - mmaction - INFO - Epoch [26][600/1879] lr: 7.522e-02, eta: 4 days, 11:51:35, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.0860 2021-07-08 02:17:35,029 - mmaction - INFO - Epoch [26][620/1879] lr: 7.525e-02, eta: 4 days, 11:51:11, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5801, loss_cls: 3.0920, loss: 3.0920, grad_norm: 2.1268 2021-07-08 02:17:52,050 - mmaction - INFO - Epoch [26][640/1879] lr: 7.528e-02, eta: 4 days, 11:50:45, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5723, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.0605 2021-07-08 02:18:09,116 - mmaction - INFO - Epoch [26][660/1879] lr: 7.530e-02, eta: 4 days, 11:50:20, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5543, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.1136 2021-07-08 02:18:26,315 - mmaction - INFO - Epoch [26][680/1879] lr: 7.533e-02, eta: 4 days, 11:49:55, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5867, loss_cls: 3.0921, loss: 3.0921, grad_norm: 2.1030 2021-07-08 02:18:43,449 - mmaction - INFO - Epoch [26][700/1879] lr: 7.536e-02, eta: 4 days, 11:49:30, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5762, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.1156 2021-07-08 02:19:00,860 - mmaction - INFO - Epoch [26][720/1879] lr: 7.539e-02, eta: 4 days, 11:49:08, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.0802 2021-07-08 02:19:18,001 - mmaction - INFO - Epoch [26][740/1879] lr: 7.541e-02, eta: 4 days, 11:48:43, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1095, loss: 3.1095, grad_norm: 2.1409 2021-07-08 02:19:35,386 - mmaction - INFO - Epoch [26][760/1879] lr: 7.544e-02, eta: 4 days, 11:48:20, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5738, loss_cls: 3.1203, loss: 3.1203, grad_norm: 2.1446 2021-07-08 02:19:52,376 - mmaction - INFO - Epoch [26][780/1879] lr: 7.547e-02, eta: 4 days, 11:47:54, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5727, loss_cls: 3.1217, loss: 3.1217, grad_norm: 2.1519 2021-07-08 02:20:09,468 - mmaction - INFO - Epoch [26][800/1879] lr: 7.550e-02, eta: 4 days, 11:47:28, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5832, loss_cls: 3.0797, loss: 3.0797, grad_norm: 2.0632 2021-07-08 02:20:26,542 - mmaction - INFO - Epoch [26][820/1879] lr: 7.552e-02, eta: 4 days, 11:47:02, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5887, loss_cls: 3.0521, loss: 3.0521, grad_norm: 2.1414 2021-07-08 02:20:43,647 - mmaction - INFO - Epoch [26][840/1879] lr: 7.555e-02, eta: 4 days, 11:46:38, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5797, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.1768 2021-07-08 02:21:00,970 - mmaction - INFO - Epoch [26][860/1879] lr: 7.558e-02, eta: 4 days, 11:46:14, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5813, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.0766 2021-07-08 02:21:18,097 - mmaction - INFO - Epoch [26][880/1879] lr: 7.561e-02, eta: 4 days, 11:45:49, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5852, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.1829 2021-07-08 02:21:35,382 - mmaction - INFO - Epoch [26][900/1879] lr: 7.563e-02, eta: 4 days, 11:45:26, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5668, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.1516 2021-07-08 02:21:52,604 - mmaction - INFO - Epoch [26][920/1879] lr: 7.566e-02, eta: 4 days, 11:45:02, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5723, loss_cls: 3.0949, loss: 3.0949, grad_norm: 2.1821 2021-07-08 02:22:09,922 - mmaction - INFO - Epoch [26][940/1879] lr: 7.569e-02, eta: 4 days, 11:44:38, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5809, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.1400 2021-07-08 02:22:27,039 - mmaction - INFO - Epoch [26][960/1879] lr: 7.572e-02, eta: 4 days, 11:44:13, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.0838, loss: 3.0838, grad_norm: 2.1652 2021-07-08 02:22:44,298 - mmaction - INFO - Epoch [26][980/1879] lr: 7.574e-02, eta: 4 days, 11:43:49, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5828, loss_cls: 3.0752, loss: 3.0752, grad_norm: 2.1114 2021-07-08 02:23:01,503 - mmaction - INFO - Epoch [26][1000/1879] lr: 7.577e-02, eta: 4 days, 11:43:25, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5687, loss_cls: 3.1030, loss: 3.1030, grad_norm: 2.1186 2021-07-08 02:23:18,758 - mmaction - INFO - Epoch [26][1020/1879] lr: 7.580e-02, eta: 4 days, 11:43:01, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5746, loss_cls: 3.1008, loss: 3.1008, grad_norm: 2.0974 2021-07-08 02:23:36,106 - mmaction - INFO - Epoch [26][1040/1879] lr: 7.583e-02, eta: 4 days, 11:42:38, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5879, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.1271 2021-07-08 02:23:53,206 - mmaction - INFO - Epoch [26][1060/1879] lr: 7.586e-02, eta: 4 days, 11:42:13, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5738, loss_cls: 3.1198, loss: 3.1198, grad_norm: 2.0993 2021-07-08 02:24:10,403 - mmaction - INFO - Epoch [26][1080/1879] lr: 7.588e-02, eta: 4 days, 11:41:49, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5809, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.1185 2021-07-08 02:24:27,656 - mmaction - INFO - Epoch [26][1100/1879] lr: 7.591e-02, eta: 4 days, 11:41:25, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5840, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.1044 2021-07-08 02:24:44,686 - mmaction - INFO - Epoch [26][1120/1879] lr: 7.594e-02, eta: 4 days, 11:40:59, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5715, loss_cls: 3.1220, loss: 3.1220, grad_norm: 2.1119 2021-07-08 02:25:02,035 - mmaction - INFO - Epoch [26][1140/1879] lr: 7.597e-02, eta: 4 days, 11:40:36, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5715, loss_cls: 3.1383, loss: 3.1383, grad_norm: 2.0901 2021-07-08 02:25:19,294 - mmaction - INFO - Epoch [26][1160/1879] lr: 7.599e-02, eta: 4 days, 11:40:12, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5699, loss_cls: 3.0875, loss: 3.0875, grad_norm: 2.0946 2021-07-08 02:25:36,488 - mmaction - INFO - Epoch [26][1180/1879] lr: 7.602e-02, eta: 4 days, 11:39:48, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5734, loss_cls: 3.1296, loss: 3.1296, grad_norm: 2.1551 2021-07-08 02:25:53,864 - mmaction - INFO - Epoch [26][1200/1879] lr: 7.605e-02, eta: 4 days, 11:39:25, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5930, loss_cls: 3.0708, loss: 3.0708, grad_norm: 2.1058 2021-07-08 02:26:11,269 - mmaction - INFO - Epoch [26][1220/1879] lr: 7.608e-02, eta: 4 days, 11:39:03, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5707, loss_cls: 3.0801, loss: 3.0801, grad_norm: 2.0421 2021-07-08 02:26:28,384 - mmaction - INFO - Epoch [26][1240/1879] lr: 7.610e-02, eta: 4 days, 11:38:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5684, loss_cls: 3.1511, loss: 3.1511, grad_norm: 2.0903 2021-07-08 02:26:45,664 - mmaction - INFO - Epoch [26][1260/1879] lr: 7.613e-02, eta: 4 days, 11:38:14, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5902, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.0628 2021-07-08 02:27:02,742 - mmaction - INFO - Epoch [26][1280/1879] lr: 7.616e-02, eta: 4 days, 11:37:49, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5844, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.0849 2021-07-08 02:27:20,116 - mmaction - INFO - Epoch [26][1300/1879] lr: 7.619e-02, eta: 4 days, 11:37:27, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3363, top5_acc: 0.6008, loss_cls: 3.0633, loss: 3.0633, grad_norm: 2.0907 2021-07-08 02:27:37,394 - mmaction - INFO - Epoch [26][1320/1879] lr: 7.621e-02, eta: 4 days, 11:37:03, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.0561 2021-07-08 02:27:54,700 - mmaction - INFO - Epoch [26][1340/1879] lr: 7.624e-02, eta: 4 days, 11:36:39, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5824, loss_cls: 3.0976, loss: 3.0976, grad_norm: 2.0479 2021-07-08 02:28:11,745 - mmaction - INFO - Epoch [26][1360/1879] lr: 7.627e-02, eta: 4 days, 11:36:14, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5867, loss_cls: 3.0612, loss: 3.0612, grad_norm: 2.1088 2021-07-08 02:28:29,076 - mmaction - INFO - Epoch [26][1380/1879] lr: 7.630e-02, eta: 4 days, 11:35:51, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5809, loss_cls: 3.0795, loss: 3.0795, grad_norm: 2.0658 2021-07-08 02:28:46,349 - mmaction - INFO - Epoch [26][1400/1879] lr: 7.632e-02, eta: 4 days, 11:35:27, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5738, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.0841 2021-07-08 02:29:03,544 - mmaction - INFO - Epoch [26][1420/1879] lr: 7.635e-02, eta: 4 days, 11:35:03, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5680, loss_cls: 3.1369, loss: 3.1369, grad_norm: 2.0583 2021-07-08 02:29:20,871 - mmaction - INFO - Epoch [26][1440/1879] lr: 7.638e-02, eta: 4 days, 11:34:39, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5895, loss_cls: 3.0490, loss: 3.0490, grad_norm: 2.0995 2021-07-08 02:29:38,167 - mmaction - INFO - Epoch [26][1460/1879] lr: 7.641e-02, eta: 4 days, 11:34:17, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5781, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.0946 2021-07-08 02:29:55,572 - mmaction - INFO - Epoch [26][1480/1879] lr: 7.643e-02, eta: 4 days, 11:33:54, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5945, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.1113 2021-07-08 02:30:13,009 - mmaction - INFO - Epoch [26][1500/1879] lr: 7.646e-02, eta: 4 days, 11:33:32, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5563, loss_cls: 3.1571, loss: 3.1571, grad_norm: 2.1346 2021-07-08 02:30:30,316 - mmaction - INFO - Epoch [26][1520/1879] lr: 7.649e-02, eta: 4 days, 11:33:09, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5746, loss_cls: 3.0785, loss: 3.0785, grad_norm: 2.1237 2021-07-08 02:30:47,582 - mmaction - INFO - Epoch [26][1540/1879] lr: 7.652e-02, eta: 4 days, 11:32:45, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5762, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.1375 2021-07-08 02:31:04,639 - mmaction - INFO - Epoch [26][1560/1879] lr: 7.654e-02, eta: 4 days, 11:32:20, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5828, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.1065 2021-07-08 02:31:21,676 - mmaction - INFO - Epoch [26][1580/1879] lr: 7.657e-02, eta: 4 days, 11:31:54, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5852, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.1065 2021-07-08 02:31:38,831 - mmaction - INFO - Epoch [26][1600/1879] lr: 7.660e-02, eta: 4 days, 11:31:30, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5746, loss_cls: 3.1245, loss: 3.1245, grad_norm: 2.0893 2021-07-08 02:31:56,030 - mmaction - INFO - Epoch [26][1620/1879] lr: 7.663e-02, eta: 4 days, 11:31:06, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5648, loss_cls: 3.1713, loss: 3.1713, grad_norm: 2.1000 2021-07-08 02:32:13,056 - mmaction - INFO - Epoch [26][1640/1879] lr: 7.665e-02, eta: 4 days, 11:30:40, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5687, loss_cls: 3.1134, loss: 3.1134, grad_norm: 2.0686 2021-07-08 02:32:30,388 - mmaction - INFO - Epoch [26][1660/1879] lr: 7.668e-02, eta: 4 days, 11:30:17, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.0691 2021-07-08 02:32:47,643 - mmaction - INFO - Epoch [26][1680/1879] lr: 7.671e-02, eta: 4 days, 11:29:54, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5773, loss_cls: 3.0697, loss: 3.0697, grad_norm: 2.0796 2021-07-08 02:33:04,732 - mmaction - INFO - Epoch [26][1700/1879] lr: 7.674e-02, eta: 4 days, 11:29:28, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5824, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.0746 2021-07-08 02:33:21,964 - mmaction - INFO - Epoch [26][1720/1879] lr: 7.676e-02, eta: 4 days, 11:29:04, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5957, loss_cls: 3.0019, loss: 3.0019, grad_norm: 2.0800 2021-07-08 02:33:39,228 - mmaction - INFO - Epoch [26][1740/1879] lr: 7.679e-02, eta: 4 days, 11:28:41, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5785, loss_cls: 3.0709, loss: 3.0709, grad_norm: 2.1408 2021-07-08 02:33:56,530 - mmaction - INFO - Epoch [26][1760/1879] lr: 7.682e-02, eta: 4 days, 11:28:17, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5844, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.0552 2021-07-08 02:34:13,822 - mmaction - INFO - Epoch [26][1780/1879] lr: 7.685e-02, eta: 4 days, 11:27:54, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5766, loss_cls: 3.1259, loss: 3.1259, grad_norm: 2.1100 2021-07-08 02:34:31,030 - mmaction - INFO - Epoch [26][1800/1879] lr: 7.687e-02, eta: 4 days, 11:27:30, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.0869, loss: 3.0869, grad_norm: 2.0523 2021-07-08 02:34:48,164 - mmaction - INFO - Epoch [26][1820/1879] lr: 7.690e-02, eta: 4 days, 11:27:05, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.1108, loss: 3.1108, grad_norm: 2.0750 2021-07-08 02:35:05,251 - mmaction - INFO - Epoch [26][1840/1879] lr: 7.693e-02, eta: 4 days, 11:26:41, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5859, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.0738 2021-07-08 02:35:22,463 - mmaction - INFO - Epoch [26][1860/1879] lr: 7.696e-02, eta: 4 days, 11:26:17, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5848, loss_cls: 3.0391, loss: 3.0391, grad_norm: 2.0811 2021-07-08 02:35:48,280 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 02:35:48,284 - mmaction - INFO - 106 BN found 2021-07-08 02:40:28,175 - mmaction - INFO - BN stats updated 2021-07-08 02:42:35,640 - mmaction - INFO - Epoch [27][20/1879] lr: 7.686e-02, eta: 4 days, 11:39:02, time: 6.271, data_time: 5.424, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5926, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.1477 2021-07-08 02:42:52,299 - mmaction - INFO - Epoch [27][40/1879] lr: 7.689e-02, eta: 4 days, 11:38:33, time: 0.833, data_time: 0.003, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5902, loss_cls: 3.0604, loss: 3.0604, grad_norm: 2.1396 2021-07-08 02:43:08,980 - mmaction - INFO - Epoch [27][60/1879] lr: 7.692e-02, eta: 4 days, 11:38:03, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5676, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.0780 2021-07-08 02:43:25,659 - mmaction - INFO - Epoch [27][80/1879] lr: 7.694e-02, eta: 4 days, 11:37:34, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5805, loss_cls: 3.0675, loss: 3.0675, grad_norm: 2.1209 2021-07-08 02:43:42,445 - mmaction - INFO - Epoch [27][100/1879] lr: 7.697e-02, eta: 4 days, 11:37:06, time: 0.835, data_time: 0.006, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5883, loss_cls: 3.0777, loss: 3.0777, grad_norm: 2.0919 2021-07-08 02:43:59,172 - mmaction - INFO - Epoch [27][120/1879] lr: 7.700e-02, eta: 4 days, 11:36:38, time: 0.842, data_time: 0.008, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5852, loss_cls: 3.0714, loss: 3.0714, grad_norm: 2.1371 2021-07-08 02:44:16,208 - mmaction - INFO - Epoch [27][140/1879] lr: 7.703e-02, eta: 4 days, 11:36:12, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5828, loss_cls: 3.0484, loss: 3.0484, grad_norm: 2.1263 2021-07-08 02:44:33,032 - mmaction - INFO - Epoch [27][160/1879] lr: 7.705e-02, eta: 4 days, 11:35:44, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5926, loss_cls: 3.0111, loss: 3.0111, grad_norm: 2.1595 2021-07-08 02:44:50,087 - mmaction - INFO - Epoch [27][180/1879] lr: 7.708e-02, eta: 4 days, 11:35:19, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5785, loss_cls: 3.0565, loss: 3.0565, grad_norm: 2.1146 2021-07-08 02:45:07,049 - mmaction - INFO - Epoch [27][200/1879] lr: 7.711e-02, eta: 4 days, 11:34:53, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.0471 2021-07-08 02:45:24,005 - mmaction - INFO - Epoch [27][220/1879] lr: 7.714e-02, eta: 4 days, 11:34:26, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5867, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.0738 2021-07-08 02:45:41,273 - mmaction - INFO - Epoch [27][240/1879] lr: 7.716e-02, eta: 4 days, 11:34:02, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.0922, loss: 3.0922, grad_norm: 2.1078 2021-07-08 02:45:58,471 - mmaction - INFO - Epoch [27][260/1879] lr: 7.719e-02, eta: 4 days, 11:33:38, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5902, loss_cls: 3.0024, loss: 3.0024, grad_norm: 2.0528 2021-07-08 02:46:15,494 - mmaction - INFO - Epoch [27][280/1879] lr: 7.722e-02, eta: 4 days, 11:33:12, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5816, loss_cls: 3.0383, loss: 3.0383, grad_norm: 2.1149 2021-07-08 02:46:32,554 - mmaction - INFO - Epoch [27][300/1879] lr: 7.724e-02, eta: 4 days, 11:32:46, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5867, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.1173 2021-07-08 02:46:49,776 - mmaction - INFO - Epoch [27][320/1879] lr: 7.727e-02, eta: 4 days, 11:32:22, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5793, loss_cls: 3.0959, loss: 3.0959, grad_norm: 2.0808 2021-07-08 02:47:06,956 - mmaction - INFO - Epoch [27][340/1879] lr: 7.730e-02, eta: 4 days, 11:31:57, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.0999, loss: 3.0999, grad_norm: 2.0907 2021-07-08 02:47:24,175 - mmaction - INFO - Epoch [27][360/1879] lr: 7.733e-02, eta: 4 days, 11:31:33, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5859, loss_cls: 3.0389, loss: 3.0389, grad_norm: 2.1191 2021-07-08 02:47:41,422 - mmaction - INFO - Epoch [27][380/1879] lr: 7.735e-02, eta: 4 days, 11:31:09, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.0953 2021-07-08 02:47:58,517 - mmaction - INFO - Epoch [27][400/1879] lr: 7.738e-02, eta: 4 days, 11:30:44, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5906, loss_cls: 3.0264, loss: 3.0264, grad_norm: 2.0859 2021-07-08 02:48:15,587 - mmaction - INFO - Epoch [27][420/1879] lr: 7.741e-02, eta: 4 days, 11:30:19, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5699, loss_cls: 3.1092, loss: 3.1092, grad_norm: 2.0505 2021-07-08 02:48:32,980 - mmaction - INFO - Epoch [27][440/1879] lr: 7.744e-02, eta: 4 days, 11:29:56, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5930, loss_cls: 2.9788, loss: 2.9788, grad_norm: 2.1409 2021-07-08 02:48:49,817 - mmaction - INFO - Epoch [27][460/1879] lr: 7.746e-02, eta: 4 days, 11:29:29, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5918, loss_cls: 3.0950, loss: 3.0950, grad_norm: 2.1362 2021-07-08 02:49:07,124 - mmaction - INFO - Epoch [27][480/1879] lr: 7.749e-02, eta: 4 days, 11:29:05, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5910, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.0714 2021-07-08 02:49:24,192 - mmaction - INFO - Epoch [27][500/1879] lr: 7.752e-02, eta: 4 days, 11:28:40, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5996, loss_cls: 3.0087, loss: 3.0087, grad_norm: 2.0972 2021-07-08 02:49:41,267 - mmaction - INFO - Epoch [27][520/1879] lr: 7.755e-02, eta: 4 days, 11:28:15, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.1211 2021-07-08 02:49:58,422 - mmaction - INFO - Epoch [27][540/1879] lr: 7.757e-02, eta: 4 days, 11:27:50, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.0859, loss: 3.0859, grad_norm: 2.1253 2021-07-08 02:50:15,448 - mmaction - INFO - Epoch [27][560/1879] lr: 7.760e-02, eta: 4 days, 11:27:24, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.0960 2021-07-08 02:50:32,683 - mmaction - INFO - Epoch [27][580/1879] lr: 7.763e-02, eta: 4 days, 11:27:00, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5715, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.1183 2021-07-08 02:50:49,806 - mmaction - INFO - Epoch [27][600/1879] lr: 7.766e-02, eta: 4 days, 11:26:35, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5836, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.1179 2021-07-08 02:51:06,879 - mmaction - INFO - Epoch [27][620/1879] lr: 7.768e-02, eta: 4 days, 11:26:10, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.0845 2021-07-08 02:51:23,949 - mmaction - INFO - Epoch [27][640/1879] lr: 7.771e-02, eta: 4 days, 11:25:45, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5855, loss_cls: 3.0616, loss: 3.0616, grad_norm: 2.1087 2021-07-08 02:51:41,108 - mmaction - INFO - Epoch [27][660/1879] lr: 7.774e-02, eta: 4 days, 11:25:20, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5914, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.0638 2021-07-08 02:51:58,316 - mmaction - INFO - Epoch [27][680/1879] lr: 7.777e-02, eta: 4 days, 11:24:56, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0176, loss: 3.0176, grad_norm: 2.0959 2021-07-08 02:52:15,452 - mmaction - INFO - Epoch [27][700/1879] lr: 7.779e-02, eta: 4 days, 11:24:30, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5582, loss_cls: 3.1678, loss: 3.1678, grad_norm: 2.0962 2021-07-08 02:52:32,494 - mmaction - INFO - Epoch [27][720/1879] lr: 7.782e-02, eta: 4 days, 11:24:05, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5770, loss_cls: 3.0475, loss: 3.0475, grad_norm: 2.1380 2021-07-08 02:52:49,464 - mmaction - INFO - Epoch [27][740/1879] lr: 7.785e-02, eta: 4 days, 11:23:39, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5758, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.1274 2021-07-08 02:53:06,644 - mmaction - INFO - Epoch [27][760/1879] lr: 7.788e-02, eta: 4 days, 11:23:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.0581 2021-07-08 02:53:23,805 - mmaction - INFO - Epoch [27][780/1879] lr: 7.790e-02, eta: 4 days, 11:22:50, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6008, loss_cls: 2.9829, loss: 2.9829, grad_norm: 2.0693 2021-07-08 02:53:40,838 - mmaction - INFO - Epoch [27][800/1879] lr: 7.793e-02, eta: 4 days, 11:22:25, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5816, loss_cls: 3.0743, loss: 3.0743, grad_norm: 2.0684 2021-07-08 02:53:58,012 - mmaction - INFO - Epoch [27][820/1879] lr: 7.796e-02, eta: 4 days, 11:22:00, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5902, loss_cls: 3.0428, loss: 3.0428, grad_norm: 2.0828 2021-07-08 02:54:15,230 - mmaction - INFO - Epoch [27][840/1879] lr: 7.799e-02, eta: 4 days, 11:21:36, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5848, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.1121 2021-07-08 02:54:32,252 - mmaction - INFO - Epoch [27][860/1879] lr: 7.801e-02, eta: 4 days, 11:21:11, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5918, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.0786 2021-07-08 02:54:49,265 - mmaction - INFO - Epoch [27][880/1879] lr: 7.804e-02, eta: 4 days, 11:20:45, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5797, loss_cls: 3.0732, loss: 3.0732, grad_norm: 2.1500 2021-07-08 02:55:06,417 - mmaction - INFO - Epoch [27][900/1879] lr: 7.807e-02, eta: 4 days, 11:20:20, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5910, loss_cls: 3.0288, loss: 3.0288, grad_norm: 2.0810 2021-07-08 02:55:23,536 - mmaction - INFO - Epoch [27][920/1879] lr: 7.810e-02, eta: 4 days, 11:19:55, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5863, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.1137 2021-07-08 02:55:40,577 - mmaction - INFO - Epoch [27][940/1879] lr: 7.812e-02, eta: 4 days, 11:19:30, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5715, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.1139 2021-07-08 02:55:57,624 - mmaction - INFO - Epoch [27][960/1879] lr: 7.815e-02, eta: 4 days, 11:19:04, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5867, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.0934 2021-07-08 02:56:14,704 - mmaction - INFO - Epoch [27][980/1879] lr: 7.818e-02, eta: 4 days, 11:18:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5891, loss_cls: 3.0063, loss: 3.0063, grad_norm: 2.1324 2021-07-08 02:56:31,661 - mmaction - INFO - Epoch [27][1000/1879] lr: 7.821e-02, eta: 4 days, 11:18:13, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5809, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.1049 2021-07-08 02:56:48,772 - mmaction - INFO - Epoch [27][1020/1879] lr: 7.823e-02, eta: 4 days, 11:17:48, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1434, loss: 3.1434, grad_norm: 2.1364 2021-07-08 02:57:05,792 - mmaction - INFO - Epoch [27][1040/1879] lr: 7.826e-02, eta: 4 days, 11:17:22, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5637, loss_cls: 3.1585, loss: 3.1585, grad_norm: 2.0855 2021-07-08 02:57:22,863 - mmaction - INFO - Epoch [27][1060/1879] lr: 7.829e-02, eta: 4 days, 11:16:57, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.0813, loss: 3.0813, grad_norm: 2.0561 2021-07-08 02:57:40,074 - mmaction - INFO - Epoch [27][1080/1879] lr: 7.832e-02, eta: 4 days, 11:16:32, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.0461 2021-07-08 02:57:57,316 - mmaction - INFO - Epoch [27][1100/1879] lr: 7.834e-02, eta: 4 days, 11:16:09, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5863, loss_cls: 3.0418, loss: 3.0418, grad_norm: 2.1371 2021-07-08 02:58:14,517 - mmaction - INFO - Epoch [27][1120/1879] lr: 7.837e-02, eta: 4 days, 11:15:45, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5891, loss_cls: 3.0352, loss: 3.0352, grad_norm: 2.1046 2021-07-08 02:58:31,573 - mmaction - INFO - Epoch [27][1140/1879] lr: 7.840e-02, eta: 4 days, 11:15:20, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5719, loss_cls: 3.0977, loss: 3.0977, grad_norm: 2.0868 2021-07-08 02:58:48,823 - mmaction - INFO - Epoch [27][1160/1879] lr: 7.843e-02, eta: 4 days, 11:14:56, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5664, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.1112 2021-07-08 02:59:06,034 - mmaction - INFO - Epoch [27][1180/1879] lr: 7.845e-02, eta: 4 days, 11:14:32, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5793, loss_cls: 3.1295, loss: 3.1295, grad_norm: 2.1610 2021-07-08 02:59:23,250 - mmaction - INFO - Epoch [27][1200/1879] lr: 7.848e-02, eta: 4 days, 11:14:08, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5820, loss_cls: 3.0400, loss: 3.0400, grad_norm: 2.0860 2021-07-08 02:59:40,487 - mmaction - INFO - Epoch [27][1220/1879] lr: 7.851e-02, eta: 4 days, 11:13:44, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5895, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.0728 2021-07-08 02:59:57,589 - mmaction - INFO - Epoch [27][1240/1879] lr: 7.854e-02, eta: 4 days, 11:13:19, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5961, loss_cls: 3.0238, loss: 3.0238, grad_norm: 2.0858 2021-07-08 03:00:14,801 - mmaction - INFO - Epoch [27][1260/1879] lr: 7.856e-02, eta: 4 days, 11:12:55, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5801, loss_cls: 3.0887, loss: 3.0887, grad_norm: 2.1102 2021-07-08 03:00:32,081 - mmaction - INFO - Epoch [27][1280/1879] lr: 7.859e-02, eta: 4 days, 11:12:32, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5828, loss_cls: 3.0295, loss: 3.0295, grad_norm: 2.0710 2021-07-08 03:00:49,321 - mmaction - INFO - Epoch [27][1300/1879] lr: 7.862e-02, eta: 4 days, 11:12:08, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5762, loss_cls: 3.1573, loss: 3.1573, grad_norm: 2.1384 2021-07-08 03:01:06,443 - mmaction - INFO - Epoch [27][1320/1879] lr: 7.865e-02, eta: 4 days, 11:11:43, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5809, loss_cls: 3.0839, loss: 3.0839, grad_norm: 2.0741 2021-07-08 03:01:23,485 - mmaction - INFO - Epoch [27][1340/1879] lr: 7.867e-02, eta: 4 days, 11:11:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5660, loss_cls: 3.1020, loss: 3.1020, grad_norm: 2.0510 2021-07-08 03:01:40,761 - mmaction - INFO - Epoch [27][1360/1879] lr: 7.870e-02, eta: 4 days, 11:10:55, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5926, loss_cls: 3.0326, loss: 3.0326, grad_norm: 2.1502 2021-07-08 03:01:58,010 - mmaction - INFO - Epoch [27][1380/1879] lr: 7.873e-02, eta: 4 days, 11:10:31, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5754, loss_cls: 3.0849, loss: 3.0849, grad_norm: 2.0477 2021-07-08 03:02:15,349 - mmaction - INFO - Epoch [27][1400/1879] lr: 7.876e-02, eta: 4 days, 11:10:08, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.6000, loss_cls: 3.0234, loss: 3.0234, grad_norm: 2.1066 2021-07-08 03:02:32,443 - mmaction - INFO - Epoch [27][1420/1879] lr: 7.878e-02, eta: 4 days, 11:09:43, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5785, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.0771 2021-07-08 03:02:49,568 - mmaction - INFO - Epoch [27][1440/1879] lr: 7.881e-02, eta: 4 days, 11:09:19, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5691, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.1424 2021-07-08 03:03:06,925 - mmaction - INFO - Epoch [27][1460/1879] lr: 7.884e-02, eta: 4 days, 11:08:56, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5895, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.1012 2021-07-08 03:03:24,071 - mmaction - INFO - Epoch [27][1480/1879] lr: 7.887e-02, eta: 4 days, 11:08:32, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5625, loss_cls: 3.1121, loss: 3.1121, grad_norm: 2.0659 2021-07-08 03:03:41,128 - mmaction - INFO - Epoch [27][1500/1879] lr: 7.889e-02, eta: 4 days, 11:08:06, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.0256 2021-07-08 03:03:58,471 - mmaction - INFO - Epoch [27][1520/1879] lr: 7.892e-02, eta: 4 days, 11:07:43, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5914, loss_cls: 3.0845, loss: 3.0845, grad_norm: 2.0837 2021-07-08 03:04:15,580 - mmaction - INFO - Epoch [27][1540/1879] lr: 7.895e-02, eta: 4 days, 11:07:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5934, loss_cls: 3.0221, loss: 3.0221, grad_norm: 2.0692 2021-07-08 03:04:32,818 - mmaction - INFO - Epoch [27][1560/1879] lr: 7.898e-02, eta: 4 days, 11:06:55, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5785, loss_cls: 3.1252, loss: 3.1252, grad_norm: 2.1556 2021-07-08 03:04:49,916 - mmaction - INFO - Epoch [27][1580/1879] lr: 7.900e-02, eta: 4 days, 11:06:30, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0830, loss: 3.0830, grad_norm: 2.0880 2021-07-08 03:05:07,134 - mmaction - INFO - Epoch [27][1600/1879] lr: 7.903e-02, eta: 4 days, 11:06:06, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5797, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.0574 2021-07-08 03:05:24,101 - mmaction - INFO - Epoch [27][1620/1879] lr: 7.906e-02, eta: 4 days, 11:05:41, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5883, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.0371 2021-07-08 03:05:41,122 - mmaction - INFO - Epoch [27][1640/1879] lr: 7.909e-02, eta: 4 days, 11:05:15, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5719, loss_cls: 3.0763, loss: 3.0763, grad_norm: 2.0817 2021-07-08 03:05:58,351 - mmaction - INFO - Epoch [27][1660/1879] lr: 7.911e-02, eta: 4 days, 11:04:51, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5926, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.0800 2021-07-08 03:06:15,534 - mmaction - INFO - Epoch [27][1680/1879] lr: 7.914e-02, eta: 4 days, 11:04:27, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1750, loss: 3.1750, grad_norm: 2.1032 2021-07-08 03:06:32,802 - mmaction - INFO - Epoch [27][1700/1879] lr: 7.917e-02, eta: 4 days, 11:04:04, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0969, loss: 3.0969, grad_norm: 2.0896 2021-07-08 03:06:49,859 - mmaction - INFO - Epoch [27][1720/1879] lr: 7.919e-02, eta: 4 days, 11:03:39, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5883, loss_cls: 3.0227, loss: 3.0227, grad_norm: 2.0838 2021-07-08 03:07:07,139 - mmaction - INFO - Epoch [27][1740/1879] lr: 7.922e-02, eta: 4 days, 11:03:16, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.1166, loss: 3.1166, grad_norm: 2.1097 2021-07-08 03:07:24,250 - mmaction - INFO - Epoch [27][1760/1879] lr: 7.925e-02, eta: 4 days, 11:02:51, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5953, loss_cls: 3.0479, loss: 3.0479, grad_norm: 2.0621 2021-07-08 03:07:41,533 - mmaction - INFO - Epoch [27][1780/1879] lr: 7.928e-02, eta: 4 days, 11:02:28, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5934, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.1324 2021-07-08 03:07:58,570 - mmaction - INFO - Epoch [27][1800/1879] lr: 7.930e-02, eta: 4 days, 11:02:02, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5875, loss_cls: 3.0605, loss: 3.0605, grad_norm: 2.1097 2021-07-08 03:08:15,786 - mmaction - INFO - Epoch [27][1820/1879] lr: 7.933e-02, eta: 4 days, 11:01:39, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5754, loss_cls: 3.1038, loss: 3.1038, grad_norm: 2.0962 2021-07-08 03:08:32,973 - mmaction - INFO - Epoch [27][1840/1879] lr: 7.936e-02, eta: 4 days, 11:01:15, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5902, loss_cls: 3.0532, loss: 3.0532, grad_norm: 2.1064 2021-07-08 03:08:50,076 - mmaction - INFO - Epoch [27][1860/1879] lr: 7.939e-02, eta: 4 days, 11:00:50, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5676, loss_cls: 3.1526, loss: 3.1526, grad_norm: 2.1324 2021-07-08 03:09:16,864 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 03:09:16,872 - mmaction - INFO - 106 BN found 2021-07-08 03:13:59,841 - mmaction - INFO - BN stats updated 2021-07-08 03:15:12,316 - mmaction - INFO - Epoch [28][20/1879] lr: 7.928e-02, eta: 4 days, 11:05:16, time: 3.520, data_time: 2.701, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5832, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.1258 2021-07-08 03:15:28,882 - mmaction - INFO - Epoch [28][40/1879] lr: 7.931e-02, eta: 4 days, 11:04:47, time: 0.829, data_time: 0.007, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5617, loss_cls: 3.1598, loss: 3.1598, grad_norm: 2.1212 2021-07-08 03:15:45,477 - mmaction - INFO - Epoch [28][60/1879] lr: 7.934e-02, eta: 4 days, 11:04:18, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.3328, top5_acc: 0.6008, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.1271 2021-07-08 03:16:02,236 - mmaction - INFO - Epoch [28][80/1879] lr: 7.936e-02, eta: 4 days, 11:03:50, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6027, loss_cls: 2.9785, loss: 2.9785, grad_norm: 2.1071 2021-07-08 03:16:19,084 - mmaction - INFO - Epoch [28][100/1879] lr: 7.939e-02, eta: 4 days, 11:03:23, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5652, loss_cls: 3.1677, loss: 3.1677, grad_norm: 2.0896 2021-07-08 03:16:35,811 - mmaction - INFO - Epoch [28][120/1879] lr: 7.942e-02, eta: 4 days, 11:02:55, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5855, loss_cls: 3.0416, loss: 3.0416, grad_norm: 2.0635 2021-07-08 03:16:52,645 - mmaction - INFO - Epoch [28][140/1879] lr: 7.945e-02, eta: 4 days, 11:02:28, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5754, loss_cls: 3.1238, loss: 3.1238, grad_norm: 2.1381 2021-07-08 03:17:09,518 - mmaction - INFO - Epoch [28][160/1879] lr: 7.947e-02, eta: 4 days, 11:02:01, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5867, loss_cls: 3.0637, loss: 3.0637, grad_norm: 2.0708 2021-07-08 03:17:26,491 - mmaction - INFO - Epoch [28][180/1879] lr: 7.950e-02, eta: 4 days, 11:01:35, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 3.0283, loss: 3.0283, grad_norm: 2.0413 2021-07-08 03:17:43,559 - mmaction - INFO - Epoch [28][200/1879] lr: 7.953e-02, eta: 4 days, 11:01:10, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5844, loss_cls: 3.0609, loss: 3.0609, grad_norm: 2.1256 2021-07-08 03:18:00,708 - mmaction - INFO - Epoch [28][220/1879] lr: 7.956e-02, eta: 4 days, 11:00:46, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5980, loss_cls: 3.0208, loss: 3.0208, grad_norm: 2.0688 2021-07-08 03:18:17,758 - mmaction - INFO - Epoch [28][240/1879] lr: 7.958e-02, eta: 4 days, 11:00:21, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5902, loss_cls: 3.0391, loss: 3.0391, grad_norm: 2.0773 2021-07-08 03:18:34,871 - mmaction - INFO - Epoch [28][260/1879] lr: 7.961e-02, eta: 4 days, 10:59:56, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.0878 2021-07-08 03:18:52,100 - mmaction - INFO - Epoch [28][280/1879] lr: 7.964e-02, eta: 4 days, 10:59:32, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5836, loss_cls: 3.0372, loss: 3.0372, grad_norm: 2.0475 2021-07-08 03:19:09,465 - mmaction - INFO - Epoch [28][300/1879] lr: 7.966e-02, eta: 4 days, 10:59:10, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5887, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.1059 2021-07-08 03:19:26,601 - mmaction - INFO - Epoch [28][320/1879] lr: 7.969e-02, eta: 4 days, 10:58:45, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5957, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.1020 2021-07-08 03:19:43,892 - mmaction - INFO - Epoch [28][340/1879] lr: 7.972e-02, eta: 4 days, 10:58:22, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.1053 2021-07-08 03:20:01,187 - mmaction - INFO - Epoch [28][360/1879] lr: 7.975e-02, eta: 4 days, 10:57:59, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5898, loss_cls: 3.0581, loss: 3.0581, grad_norm: 2.0891 2021-07-08 03:20:18,477 - mmaction - INFO - Epoch [28][380/1879] lr: 7.977e-02, eta: 4 days, 10:57:36, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5840, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.0914 2021-07-08 03:20:35,663 - mmaction - INFO - Epoch [28][400/1879] lr: 7.980e-02, eta: 4 days, 10:57:12, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0420, loss: 3.0420, grad_norm: 2.1166 2021-07-08 03:20:52,813 - mmaction - INFO - Epoch [28][420/1879] lr: 7.983e-02, eta: 4 days, 10:56:47, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5898, loss_cls: 3.0365, loss: 3.0365, grad_norm: 2.0671 2021-07-08 03:21:09,952 - mmaction - INFO - Epoch [28][440/1879] lr: 7.986e-02, eta: 4 days, 10:56:23, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5754, loss_cls: 3.0869, loss: 3.0869, grad_norm: 2.1277 2021-07-08 03:21:26,932 - mmaction - INFO - Epoch [28][460/1879] lr: 7.988e-02, eta: 4 days, 10:55:57, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5891, loss_cls: 3.0392, loss: 3.0392, grad_norm: 2.0973 2021-07-08 03:21:44,181 - mmaction - INFO - Epoch [28][480/1879] lr: 7.991e-02, eta: 4 days, 10:55:34, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3258, top5_acc: 0.6027, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.0888 2021-07-08 03:22:01,201 - mmaction - INFO - Epoch [28][500/1879] lr: 7.994e-02, eta: 4 days, 10:55:08, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5871, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.0974 2021-07-08 03:22:18,240 - mmaction - INFO - Epoch [28][520/1879] lr: 7.997e-02, eta: 4 days, 10:54:43, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5824, loss_cls: 3.0522, loss: 3.0522, grad_norm: 2.1089 2021-07-08 03:22:35,410 - mmaction - INFO - Epoch [28][540/1879] lr: 7.999e-02, eta: 4 days, 10:54:19, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5941, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.1230 2021-07-08 03:22:52,368 - mmaction - INFO - Epoch [28][560/1879] lr: 8.002e-02, eta: 4 days, 10:53:53, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5824, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.1299 2021-07-08 03:23:09,468 - mmaction - INFO - Epoch [28][580/1879] lr: 8.005e-02, eta: 4 days, 10:53:28, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5723, loss_cls: 3.0846, loss: 3.0846, grad_norm: 2.0969 2021-07-08 03:23:26,731 - mmaction - INFO - Epoch [28][600/1879] lr: 8.008e-02, eta: 4 days, 10:53:05, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5941, loss_cls: 2.9885, loss: 2.9885, grad_norm: 2.0789 2021-07-08 03:23:43,736 - mmaction - INFO - Epoch [28][620/1879] lr: 8.010e-02, eta: 4 days, 10:52:40, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5781, loss_cls: 3.1129, loss: 3.1129, grad_norm: 2.1127 2021-07-08 03:24:00,866 - mmaction - INFO - Epoch [28][640/1879] lr: 8.013e-02, eta: 4 days, 10:52:15, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5961, loss_cls: 3.0187, loss: 3.0187, grad_norm: 2.1038 2021-07-08 03:24:17,983 - mmaction - INFO - Epoch [28][660/1879] lr: 8.016e-02, eta: 4 days, 10:51:51, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6047, loss_cls: 2.9930, loss: 2.9930, grad_norm: 2.0757 2021-07-08 03:24:35,054 - mmaction - INFO - Epoch [28][680/1879] lr: 8.019e-02, eta: 4 days, 10:51:26, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5805, loss_cls: 3.0439, loss: 3.0439, grad_norm: 2.1418 2021-07-08 03:24:52,275 - mmaction - INFO - Epoch [28][700/1879] lr: 8.021e-02, eta: 4 days, 10:51:02, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 3.0123, loss: 3.0123, grad_norm: 2.1082 2021-07-08 03:25:09,406 - mmaction - INFO - Epoch [28][720/1879] lr: 8.024e-02, eta: 4 days, 10:50:37, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5895, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.0821 2021-07-08 03:25:26,522 - mmaction - INFO - Epoch [28][740/1879] lr: 8.027e-02, eta: 4 days, 10:50:13, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5879, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.1399 2021-07-08 03:25:43,730 - mmaction - INFO - Epoch [28][760/1879] lr: 8.030e-02, eta: 4 days, 10:49:50, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5891, loss_cls: 3.0535, loss: 3.0535, grad_norm: 2.1168 2021-07-08 03:26:00,970 - mmaction - INFO - Epoch [28][780/1879] lr: 8.032e-02, eta: 4 days, 10:49:26, time: 0.861, data_time: 0.000, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5926, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.0621 2021-07-08 03:26:18,049 - mmaction - INFO - Epoch [28][800/1879] lr: 8.035e-02, eta: 4 days, 10:49:01, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5910, loss_cls: 3.0122, loss: 3.0122, grad_norm: 2.1079 2021-07-08 03:26:35,112 - mmaction - INFO - Epoch [28][820/1879] lr: 8.038e-02, eta: 4 days, 10:48:36, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5656, loss_cls: 3.1325, loss: 3.1325, grad_norm: 2.1281 2021-07-08 03:26:52,440 - mmaction - INFO - Epoch [28][840/1879] lr: 8.040e-02, eta: 4 days, 10:48:14, time: 0.868, data_time: 0.007, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5871, loss_cls: 3.0562, loss: 3.0562, grad_norm: 2.0620 2021-07-08 03:27:09,658 - mmaction - INFO - Epoch [28][860/1879] lr: 8.043e-02, eta: 4 days, 10:47:50, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 2.9973, loss: 2.9973, grad_norm: 2.0557 2021-07-08 03:27:26,828 - mmaction - INFO - Epoch [28][880/1879] lr: 8.046e-02, eta: 4 days, 10:47:25, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5910, loss_cls: 3.0492, loss: 3.0492, grad_norm: 2.1054 2021-07-08 03:27:43,962 - mmaction - INFO - Epoch [28][900/1879] lr: 8.049e-02, eta: 4 days, 10:47:01, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5848, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.1165 2021-07-08 03:28:01,216 - mmaction - INFO - Epoch [28][920/1879] lr: 8.051e-02, eta: 4 days, 10:46:38, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5754, loss_cls: 3.1190, loss: 3.1190, grad_norm: 2.1460 2021-07-08 03:28:18,484 - mmaction - INFO - Epoch [28][940/1879] lr: 8.054e-02, eta: 4 days, 10:46:15, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5840, loss_cls: 3.0701, loss: 3.0701, grad_norm: 2.0993 2021-07-08 03:28:35,644 - mmaction - INFO - Epoch [28][960/1879] lr: 8.057e-02, eta: 4 days, 10:45:50, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9847, loss: 2.9847, grad_norm: 2.1098 2021-07-08 03:28:53,004 - mmaction - INFO - Epoch [28][980/1879] lr: 8.060e-02, eta: 4 days, 10:45:29, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5797, loss_cls: 3.0407, loss: 3.0407, grad_norm: 2.0501 2021-07-08 03:29:10,183 - mmaction - INFO - Epoch [28][1000/1879] lr: 8.062e-02, eta: 4 days, 10:45:04, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5984, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.0421 2021-07-08 03:29:27,393 - mmaction - INFO - Epoch [28][1020/1879] lr: 8.065e-02, eta: 4 days, 10:44:41, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5813, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.0875 2021-07-08 03:29:44,568 - mmaction - INFO - Epoch [28][1040/1879] lr: 8.068e-02, eta: 4 days, 10:44:17, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5859, loss_cls: 3.0614, loss: 3.0614, grad_norm: 2.0841 2021-07-08 03:30:01,688 - mmaction - INFO - Epoch [28][1060/1879] lr: 8.071e-02, eta: 4 days, 10:43:52, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5898, loss_cls: 3.0461, loss: 3.0461, grad_norm: 2.0809 2021-07-08 03:30:18,865 - mmaction - INFO - Epoch [28][1080/1879] lr: 8.073e-02, eta: 4 days, 10:43:28, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5563, loss_cls: 3.1654, loss: 3.1654, grad_norm: 2.1193 2021-07-08 03:30:36,183 - mmaction - INFO - Epoch [28][1100/1879] lr: 8.076e-02, eta: 4 days, 10:43:05, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5777, loss_cls: 3.0966, loss: 3.0966, grad_norm: 2.0442 2021-07-08 03:30:53,344 - mmaction - INFO - Epoch [28][1120/1879] lr: 8.079e-02, eta: 4 days, 10:42:42, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0149, loss: 3.0149, grad_norm: 2.0878 2021-07-08 03:31:10,497 - mmaction - INFO - Epoch [28][1140/1879] lr: 8.082e-02, eta: 4 days, 10:42:18, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5898, loss_cls: 3.0612, loss: 3.0612, grad_norm: 2.1239 2021-07-08 03:31:27,655 - mmaction - INFO - Epoch [28][1160/1879] lr: 8.084e-02, eta: 4 days, 10:41:54, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5738, loss_cls: 3.1133, loss: 3.1133, grad_norm: 2.0594 2021-07-08 03:31:44,764 - mmaction - INFO - Epoch [28][1180/1879] lr: 8.087e-02, eta: 4 days, 10:41:29, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.0428, loss: 3.0428, grad_norm: 2.1019 2021-07-08 03:32:01,838 - mmaction - INFO - Epoch [28][1200/1879] lr: 8.090e-02, eta: 4 days, 10:41:04, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5770, loss_cls: 3.0551, loss: 3.0551, grad_norm: 2.0821 2021-07-08 03:32:19,022 - mmaction - INFO - Epoch [28][1220/1879] lr: 8.093e-02, eta: 4 days, 10:40:40, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.0645 2021-07-08 03:32:36,282 - mmaction - INFO - Epoch [28][1240/1879] lr: 8.095e-02, eta: 4 days, 10:40:17, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5668, loss_cls: 3.1067, loss: 3.1067, grad_norm: 2.0533 2021-07-08 03:32:53,422 - mmaction - INFO - Epoch [28][1260/1879] lr: 8.098e-02, eta: 4 days, 10:39:53, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0484, loss: 3.0484, grad_norm: 2.0664 2021-07-08 03:33:10,635 - mmaction - INFO - Epoch [28][1280/1879] lr: 8.101e-02, eta: 4 days, 10:39:29, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5902, loss_cls: 3.0475, loss: 3.0475, grad_norm: 2.1293 2021-07-08 03:33:27,658 - mmaction - INFO - Epoch [28][1300/1879] lr: 8.104e-02, eta: 4 days, 10:39:05, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5832, loss_cls: 3.0912, loss: 3.0912, grad_norm: 2.0843 2021-07-08 03:33:44,693 - mmaction - INFO - Epoch [28][1320/1879] lr: 8.106e-02, eta: 4 days, 10:38:39, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.3348, top5_acc: 0.6008, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.1361 2021-07-08 03:34:01,726 - mmaction - INFO - Epoch [28][1340/1879] lr: 8.109e-02, eta: 4 days, 10:38:14, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5863, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.1071 2021-07-08 03:34:18,845 - mmaction - INFO - Epoch [28][1360/1879] lr: 8.112e-02, eta: 4 days, 10:37:50, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5738, loss_cls: 3.1385, loss: 3.1385, grad_norm: 2.1095 2021-07-08 03:34:36,079 - mmaction - INFO - Epoch [28][1380/1879] lr: 8.114e-02, eta: 4 days, 10:37:27, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0366, loss: 3.0366, grad_norm: 2.0159 2021-07-08 03:34:53,210 - mmaction - INFO - Epoch [28][1400/1879] lr: 8.117e-02, eta: 4 days, 10:37:02, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5781, loss_cls: 3.0956, loss: 3.0956, grad_norm: 2.0326 2021-07-08 03:35:10,275 - mmaction - INFO - Epoch [28][1420/1879] lr: 8.120e-02, eta: 4 days, 10:36:38, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5855, loss_cls: 3.0563, loss: 3.0563, grad_norm: 2.0587 2021-07-08 03:35:27,453 - mmaction - INFO - Epoch [28][1440/1879] lr: 8.123e-02, eta: 4 days, 10:36:13, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5766, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.0579 2021-07-08 03:35:44,654 - mmaction - INFO - Epoch [28][1460/1879] lr: 8.125e-02, eta: 4 days, 10:35:50, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.0809 2021-07-08 03:36:01,759 - mmaction - INFO - Epoch [28][1480/1879] lr: 8.128e-02, eta: 4 days, 10:35:26, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5711, loss_cls: 3.1285, loss: 3.1285, grad_norm: 2.1103 2021-07-08 03:36:18,975 - mmaction - INFO - Epoch [28][1500/1879] lr: 8.131e-02, eta: 4 days, 10:35:02, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6059, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.9981 2021-07-08 03:36:36,014 - mmaction - INFO - Epoch [28][1520/1879] lr: 8.134e-02, eta: 4 days, 10:34:37, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5723, loss_cls: 3.1091, loss: 3.1091, grad_norm: 2.0828 2021-07-08 03:36:53,256 - mmaction - INFO - Epoch [28][1540/1879] lr: 8.136e-02, eta: 4 days, 10:34:14, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5879, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.0507 2021-07-08 03:37:10,472 - mmaction - INFO - Epoch [28][1560/1879] lr: 8.139e-02, eta: 4 days, 10:33:51, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5832, loss_cls: 3.0659, loss: 3.0659, grad_norm: 2.0573 2021-07-08 03:37:27,551 - mmaction - INFO - Epoch [28][1580/1879] lr: 8.142e-02, eta: 4 days, 10:33:26, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5984, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.0666 2021-07-08 03:37:44,689 - mmaction - INFO - Epoch [28][1600/1879] lr: 8.145e-02, eta: 4 days, 10:33:02, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5797, loss_cls: 3.0647, loss: 3.0647, grad_norm: 2.1338 2021-07-08 03:38:01,756 - mmaction - INFO - Epoch [28][1620/1879] lr: 8.147e-02, eta: 4 days, 10:32:37, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5789, loss_cls: 3.0740, loss: 3.0740, grad_norm: 2.0886 2021-07-08 03:38:19,019 - mmaction - INFO - Epoch [28][1640/1879] lr: 8.150e-02, eta: 4 days, 10:32:14, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5742, loss_cls: 3.0853, loss: 3.0853, grad_norm: 2.0834 2021-07-08 03:38:36,242 - mmaction - INFO - Epoch [28][1660/1879] lr: 8.153e-02, eta: 4 days, 10:31:51, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 3.0254, loss: 3.0254, grad_norm: 2.0905 2021-07-08 03:38:53,436 - mmaction - INFO - Epoch [28][1680/1879] lr: 8.156e-02, eta: 4 days, 10:31:27, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5805, loss_cls: 3.0573, loss: 3.0573, grad_norm: 2.0820 2021-07-08 03:39:10,603 - mmaction - INFO - Epoch [28][1700/1879] lr: 8.158e-02, eta: 4 days, 10:31:03, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5863, loss_cls: 3.0485, loss: 3.0485, grad_norm: 2.0585 2021-07-08 03:39:27,732 - mmaction - INFO - Epoch [28][1720/1879] lr: 8.161e-02, eta: 4 days, 10:30:39, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5813, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.1208 2021-07-08 03:39:44,827 - mmaction - INFO - Epoch [28][1740/1879] lr: 8.164e-02, eta: 4 days, 10:30:15, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.0731, loss: 3.0731, grad_norm: 2.0827 2021-07-08 03:40:02,113 - mmaction - INFO - Epoch [28][1760/1879] lr: 8.167e-02, eta: 4 days, 10:29:51, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5957, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.0715 2021-07-08 03:40:19,297 - mmaction - INFO - Epoch [28][1780/1879] lr: 8.169e-02, eta: 4 days, 10:29:28, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5813, loss_cls: 3.0275, loss: 3.0275, grad_norm: 2.0708 2021-07-08 03:40:36,489 - mmaction - INFO - Epoch [28][1800/1879] lr: 8.172e-02, eta: 4 days, 10:29:04, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.1032 2021-07-08 03:40:53,645 - mmaction - INFO - Epoch [28][1820/1879] lr: 8.175e-02, eta: 4 days, 10:28:41, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5934, loss_cls: 3.0065, loss: 3.0065, grad_norm: 2.1156 2021-07-08 03:41:10,922 - mmaction - INFO - Epoch [28][1840/1879] lr: 8.178e-02, eta: 4 days, 10:28:18, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5750, loss_cls: 3.0827, loss: 3.0827, grad_norm: 2.0692 2021-07-08 03:41:28,033 - mmaction - INFO - Epoch [28][1860/1879] lr: 8.180e-02, eta: 4 days, 10:27:54, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5770, loss_cls: 3.1141, loss: 3.1141, grad_norm: 2.0849 2021-07-08 03:41:49,822 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 03:41:49,827 - mmaction - INFO - 106 BN found 2021-07-08 03:46:27,708 - mmaction - INFO - BN stats updated 2021-07-08 03:46:29,719 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-07-08 03:47:41,026 - mmaction - INFO - Epoch [29][20/1879] lr: 8.169e-02, eta: 4 days, 10:32:03, time: 3.490, data_time: 2.674, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6059, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.0865 2021-07-08 03:47:57,741 - mmaction - INFO - Epoch [29][40/1879] lr: 8.171e-02, eta: 4 days, 10:31:35, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.6176, loss_cls: 2.9260, loss: 2.9260, grad_norm: 2.1153 2021-07-08 03:48:14,410 - mmaction - INFO - Epoch [29][60/1879] lr: 8.174e-02, eta: 4 days, 10:31:07, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5949, loss_cls: 2.9735, loss: 2.9735, grad_norm: 2.0968 2021-07-08 03:48:31,188 - mmaction - INFO - Epoch [29][80/1879] lr: 8.177e-02, eta: 4 days, 10:30:40, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5859, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.1028 2021-07-08 03:48:47,824 - mmaction - INFO - Epoch [29][100/1879] lr: 8.179e-02, eta: 4 days, 10:30:12, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6070, loss_cls: 3.0018, loss: 3.0018, grad_norm: 2.1350 2021-07-08 03:49:04,504 - mmaction - INFO - Epoch [29][120/1879] lr: 8.182e-02, eta: 4 days, 10:29:44, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5914, loss_cls: 3.0360, loss: 3.0360, grad_norm: 2.0857 2021-07-08 03:49:21,371 - mmaction - INFO - Epoch [29][140/1879] lr: 8.185e-02, eta: 4 days, 10:29:18, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5684, loss_cls: 3.0648, loss: 3.0648, grad_norm: 2.0916 2021-07-08 03:49:38,348 - mmaction - INFO - Epoch [29][160/1879] lr: 8.188e-02, eta: 4 days, 10:28:52, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5949, loss_cls: 3.0373, loss: 3.0373, grad_norm: 2.1208 2021-07-08 03:49:55,176 - mmaction - INFO - Epoch [29][180/1879] lr: 8.190e-02, eta: 4 days, 10:28:26, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5895, loss_cls: 3.0497, loss: 3.0497, grad_norm: 2.0943 2021-07-08 03:50:12,319 - mmaction - INFO - Epoch [29][200/1879] lr: 8.193e-02, eta: 4 days, 10:28:02, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5754, loss_cls: 3.1179, loss: 3.1179, grad_norm: 2.1182 2021-07-08 03:50:29,450 - mmaction - INFO - Epoch [29][220/1879] lr: 8.196e-02, eta: 4 days, 10:27:38, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5887, loss_cls: 3.0343, loss: 3.0343, grad_norm: 2.0682 2021-07-08 03:50:46,627 - mmaction - INFO - Epoch [29][240/1879] lr: 8.199e-02, eta: 4 days, 10:27:14, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5914, loss_cls: 3.0191, loss: 3.0191, grad_norm: 2.0500 2021-07-08 03:51:03,720 - mmaction - INFO - Epoch [29][260/1879] lr: 8.201e-02, eta: 4 days, 10:26:50, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5773, loss_cls: 3.0785, loss: 3.0785, grad_norm: 2.1099 2021-07-08 03:51:20,982 - mmaction - INFO - Epoch [29][280/1879] lr: 8.204e-02, eta: 4 days, 10:26:27, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.0993 2021-07-08 03:51:37,997 - mmaction - INFO - Epoch [29][300/1879] lr: 8.207e-02, eta: 4 days, 10:26:01, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.0937, loss: 3.0937, grad_norm: 2.0694 2021-07-08 03:51:55,127 - mmaction - INFO - Epoch [29][320/1879] lr: 8.210e-02, eta: 4 days, 10:25:37, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9884, loss: 2.9884, grad_norm: 2.0944 2021-07-08 03:52:12,373 - mmaction - INFO - Epoch [29][340/1879] lr: 8.212e-02, eta: 4 days, 10:25:14, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5969, loss_cls: 3.0243, loss: 3.0243, grad_norm: 2.1253 2021-07-08 03:52:29,407 - mmaction - INFO - Epoch [29][360/1879] lr: 8.215e-02, eta: 4 days, 10:24:49, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5699, loss_cls: 3.1361, loss: 3.1361, grad_norm: 2.1335 2021-07-08 03:52:46,582 - mmaction - INFO - Epoch [29][380/1879] lr: 8.218e-02, eta: 4 days, 10:24:26, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5723, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.0434 2021-07-08 03:53:03,679 - mmaction - INFO - Epoch [29][400/1879] lr: 8.220e-02, eta: 4 days, 10:24:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5867, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.0563 2021-07-08 03:53:20,904 - mmaction - INFO - Epoch [29][420/1879] lr: 8.223e-02, eta: 4 days, 10:23:38, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5996, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.0540 2021-07-08 03:53:38,124 - mmaction - INFO - Epoch [29][440/1879] lr: 8.226e-02, eta: 4 days, 10:23:14, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5863, loss_cls: 3.0363, loss: 3.0363, grad_norm: 2.0779 2021-07-08 03:53:55,205 - mmaction - INFO - Epoch [29][460/1879] lr: 8.229e-02, eta: 4 days, 10:22:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5832, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.0706 2021-07-08 03:54:12,473 - mmaction - INFO - Epoch [29][480/1879] lr: 8.231e-02, eta: 4 days, 10:22:27, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5957, loss_cls: 3.0895, loss: 3.0895, grad_norm: 2.0608 2021-07-08 03:54:29,577 - mmaction - INFO - Epoch [29][500/1879] lr: 8.234e-02, eta: 4 days, 10:22:03, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3324, top5_acc: 0.6004, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.1110 2021-07-08 03:54:46,859 - mmaction - INFO - Epoch [29][520/1879] lr: 8.237e-02, eta: 4 days, 10:21:40, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5910, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.0839 2021-07-08 03:55:04,095 - mmaction - INFO - Epoch [29][540/1879] lr: 8.240e-02, eta: 4 days, 10:21:17, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5949, loss_cls: 2.9945, loss: 2.9945, grad_norm: 2.0746 2021-07-08 03:55:21,149 - mmaction - INFO - Epoch [29][560/1879] lr: 8.242e-02, eta: 4 days, 10:20:52, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5867, loss_cls: 3.0500, loss: 3.0500, grad_norm: 2.1323 2021-07-08 03:55:38,409 - mmaction - INFO - Epoch [29][580/1879] lr: 8.245e-02, eta: 4 days, 10:20:29, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5754, loss_cls: 3.1026, loss: 3.1026, grad_norm: 2.0598 2021-07-08 03:55:55,456 - mmaction - INFO - Epoch [29][600/1879] lr: 8.248e-02, eta: 4 days, 10:20:04, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5824, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.0560 2021-07-08 03:56:12,631 - mmaction - INFO - Epoch [29][620/1879] lr: 8.251e-02, eta: 4 days, 10:19:40, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 2.9985, loss: 2.9985, grad_norm: 2.1096 2021-07-08 03:56:29,729 - mmaction - INFO - Epoch [29][640/1879] lr: 8.253e-02, eta: 4 days, 10:19:16, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5805, loss_cls: 3.0975, loss: 3.0975, grad_norm: 2.0984 2021-07-08 03:56:46,973 - mmaction - INFO - Epoch [29][660/1879] lr: 8.256e-02, eta: 4 days, 10:18:53, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5746, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.0312 2021-07-08 03:57:04,151 - mmaction - INFO - Epoch [29][680/1879] lr: 8.259e-02, eta: 4 days, 10:18:29, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6004, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.0619 2021-07-08 03:57:21,505 - mmaction - INFO - Epoch [29][700/1879] lr: 8.262e-02, eta: 4 days, 10:18:07, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5934, loss_cls: 2.9919, loss: 2.9919, grad_norm: 2.1111 2021-07-08 03:57:38,540 - mmaction - INFO - Epoch [29][720/1879] lr: 8.264e-02, eta: 4 days, 10:17:42, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5895, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.0493 2021-07-08 03:57:55,759 - mmaction - INFO - Epoch [29][740/1879] lr: 8.267e-02, eta: 4 days, 10:17:19, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.0771, loss: 3.0771, grad_norm: 2.1178 2021-07-08 03:58:12,928 - mmaction - INFO - Epoch [29][760/1879] lr: 8.270e-02, eta: 4 days, 10:16:55, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5965, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.0699 2021-07-08 03:58:30,035 - mmaction - INFO - Epoch [29][780/1879] lr: 8.272e-02, eta: 4 days, 10:16:31, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5918, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.1008 2021-07-08 03:58:47,140 - mmaction - INFO - Epoch [29][800/1879] lr: 8.275e-02, eta: 4 days, 10:16:07, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5738, loss_cls: 3.1166, loss: 3.1166, grad_norm: 2.0779 2021-07-08 03:59:04,461 - mmaction - INFO - Epoch [29][820/1879] lr: 8.278e-02, eta: 4 days, 10:15:44, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.0296 2021-07-08 03:59:21,497 - mmaction - INFO - Epoch [29][840/1879] lr: 8.281e-02, eta: 4 days, 10:15:20, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5840, loss_cls: 3.0163, loss: 3.0163, grad_norm: 2.0277 2021-07-08 03:59:38,625 - mmaction - INFO - Epoch [29][860/1879] lr: 8.283e-02, eta: 4 days, 10:14:56, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5902, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.0620 2021-07-08 03:59:55,769 - mmaction - INFO - Epoch [29][880/1879] lr: 8.286e-02, eta: 4 days, 10:14:32, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5863, loss_cls: 3.0364, loss: 3.0364, grad_norm: 2.0920 2021-07-08 04:00:13,090 - mmaction - INFO - Epoch [29][900/1879] lr: 8.289e-02, eta: 4 days, 10:14:09, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5750, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.0635 2021-07-08 04:00:30,117 - mmaction - INFO - Epoch [29][920/1879] lr: 8.292e-02, eta: 4 days, 10:13:45, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5906, loss_cls: 2.9998, loss: 2.9998, grad_norm: 2.0851 2021-07-08 04:00:47,535 - mmaction - INFO - Epoch [29][940/1879] lr: 8.294e-02, eta: 4 days, 10:13:23, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5887, loss_cls: 3.0315, loss: 3.0315, grad_norm: 2.0734 2021-07-08 04:01:04,671 - mmaction - INFO - Epoch [29][960/1879] lr: 8.297e-02, eta: 4 days, 10:12:59, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5863, loss_cls: 3.0177, loss: 3.0177, grad_norm: 2.0715 2021-07-08 04:01:21,944 - mmaction - INFO - Epoch [29][980/1879] lr: 8.300e-02, eta: 4 days, 10:12:36, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5773, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.0679 2021-07-08 04:01:39,073 - mmaction - INFO - Epoch [29][1000/1879] lr: 8.303e-02, eta: 4 days, 10:12:12, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5828, loss_cls: 3.0580, loss: 3.0580, grad_norm: 2.0911 2021-07-08 04:01:56,228 - mmaction - INFO - Epoch [29][1020/1879] lr: 8.305e-02, eta: 4 days, 10:11:48, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5992, loss_cls: 3.0171, loss: 3.0171, grad_norm: 2.0668 2021-07-08 04:02:13,374 - mmaction - INFO - Epoch [29][1040/1879] lr: 8.308e-02, eta: 4 days, 10:11:24, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5797, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.0842 2021-07-08 04:02:30,599 - mmaction - INFO - Epoch [29][1060/1879] lr: 8.311e-02, eta: 4 days, 10:11:01, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5859, loss_cls: 3.0476, loss: 3.0476, grad_norm: 2.0254 2021-07-08 04:02:47,721 - mmaction - INFO - Epoch [29][1080/1879] lr: 8.313e-02, eta: 4 days, 10:10:37, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5867, loss_cls: 3.0202, loss: 3.0202, grad_norm: 2.0439 2021-07-08 04:03:04,920 - mmaction - INFO - Epoch [29][1100/1879] lr: 8.316e-02, eta: 4 days, 10:10:14, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5965, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.0352 2021-07-08 04:03:21,969 - mmaction - INFO - Epoch [29][1120/1879] lr: 8.319e-02, eta: 4 days, 10:09:49, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5906, loss_cls: 3.0639, loss: 3.0639, grad_norm: 2.1141 2021-07-08 04:03:39,126 - mmaction - INFO - Epoch [29][1140/1879] lr: 8.322e-02, eta: 4 days, 10:09:25, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5816, loss_cls: 3.0775, loss: 3.0775, grad_norm: 2.0468 2021-07-08 04:03:56,185 - mmaction - INFO - Epoch [29][1160/1879] lr: 8.324e-02, eta: 4 days, 10:09:01, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6035, loss_cls: 2.9446, loss: 2.9446, grad_norm: 2.1051 2021-07-08 04:04:13,209 - mmaction - INFO - Epoch [29][1180/1879] lr: 8.327e-02, eta: 4 days, 10:08:37, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5887, loss_cls: 3.0468, loss: 3.0468, grad_norm: 2.1276 2021-07-08 04:04:30,485 - mmaction - INFO - Epoch [29][1200/1879] lr: 8.330e-02, eta: 4 days, 10:08:14, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5980, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.0781 2021-07-08 04:04:47,630 - mmaction - INFO - Epoch [29][1220/1879] lr: 8.333e-02, eta: 4 days, 10:07:50, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 2.9792, loss: 2.9792, grad_norm: 2.0973 2021-07-08 04:05:04,824 - mmaction - INFO - Epoch [29][1240/1879] lr: 8.335e-02, eta: 4 days, 10:07:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5809, loss_cls: 3.1098, loss: 3.1098, grad_norm: 2.0940 2021-07-08 04:05:22,027 - mmaction - INFO - Epoch [29][1260/1879] lr: 8.338e-02, eta: 4 days, 10:07:03, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5668, loss_cls: 3.1510, loss: 3.1510, grad_norm: 2.0505 2021-07-08 04:05:39,184 - mmaction - INFO - Epoch [29][1280/1879] lr: 8.341e-02, eta: 4 days, 10:06:39, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5922, loss_cls: 3.0418, loss: 3.0418, grad_norm: 2.0908 2021-07-08 04:05:56,247 - mmaction - INFO - Epoch [29][1300/1879] lr: 8.344e-02, eta: 4 days, 10:06:15, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5742, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.0336 2021-07-08 04:06:13,585 - mmaction - INFO - Epoch [29][1320/1879] lr: 8.346e-02, eta: 4 days, 10:05:53, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.0681, loss: 3.0681, grad_norm: 2.0525 2021-07-08 04:06:30,739 - mmaction - INFO - Epoch [29][1340/1879] lr: 8.349e-02, eta: 4 days, 10:05:29, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5938, loss_cls: 3.0418, loss: 3.0418, grad_norm: 2.0395 2021-07-08 04:06:47,928 - mmaction - INFO - Epoch [29][1360/1879] lr: 8.352e-02, eta: 4 days, 10:05:06, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5996, loss_cls: 3.0496, loss: 3.0496, grad_norm: 2.0727 2021-07-08 04:07:05,076 - mmaction - INFO - Epoch [29][1380/1879] lr: 8.354e-02, eta: 4 days, 10:04:42, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5844, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.0277 2021-07-08 04:07:22,152 - mmaction - INFO - Epoch [29][1400/1879] lr: 8.357e-02, eta: 4 days, 10:04:18, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5734, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.0623 2021-07-08 04:07:39,407 - mmaction - INFO - Epoch [29][1420/1879] lr: 8.360e-02, eta: 4 days, 10:03:55, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 3.0212, loss: 3.0212, grad_norm: 2.0798 2021-07-08 04:07:56,599 - mmaction - INFO - Epoch [29][1440/1879] lr: 8.363e-02, eta: 4 days, 10:03:32, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5895, loss_cls: 3.0309, loss: 3.0309, grad_norm: 2.0840 2021-07-08 04:08:13,677 - mmaction - INFO - Epoch [29][1460/1879] lr: 8.365e-02, eta: 4 days, 10:03:07, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.0791, loss: 3.0791, grad_norm: 2.0497 2021-07-08 04:08:30,793 - mmaction - INFO - Epoch [29][1480/1879] lr: 8.368e-02, eta: 4 days, 10:02:43, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5875, loss_cls: 3.0553, loss: 3.0553, grad_norm: 2.1168 2021-07-08 04:08:48,052 - mmaction - INFO - Epoch [29][1500/1879] lr: 8.371e-02, eta: 4 days, 10:02:20, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5934, loss_cls: 3.0312, loss: 3.0312, grad_norm: 2.0899 2021-07-08 04:09:05,000 - mmaction - INFO - Epoch [29][1520/1879] lr: 8.374e-02, eta: 4 days, 10:01:55, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.0409 2021-07-08 04:09:22,054 - mmaction - INFO - Epoch [29][1540/1879] lr: 8.376e-02, eta: 4 days, 10:01:31, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5805, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.0955 2021-07-08 04:09:39,188 - mmaction - INFO - Epoch [29][1560/1879] lr: 8.379e-02, eta: 4 days, 10:01:07, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5813, loss_cls: 3.0250, loss: 3.0250, grad_norm: 2.0379 2021-07-08 04:09:56,329 - mmaction - INFO - Epoch [29][1580/1879] lr: 8.382e-02, eta: 4 days, 10:00:43, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5809, loss_cls: 3.0562, loss: 3.0562, grad_norm: 2.0508 2021-07-08 04:10:13,372 - mmaction - INFO - Epoch [29][1600/1879] lr: 8.385e-02, eta: 4 days, 10:00:19, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5805, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.0813 2021-07-08 04:10:30,585 - mmaction - INFO - Epoch [29][1620/1879] lr: 8.387e-02, eta: 4 days, 9:59:56, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5902, loss_cls: 3.0633, loss: 3.0633, grad_norm: 2.0698 2021-07-08 04:10:47,724 - mmaction - INFO - Epoch [29][1640/1879] lr: 8.390e-02, eta: 4 days, 9:59:32, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5844, loss_cls: 3.0587, loss: 3.0587, grad_norm: 2.0471 2021-07-08 04:11:04,885 - mmaction - INFO - Epoch [29][1660/1879] lr: 8.393e-02, eta: 4 days, 9:59:09, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5902, loss_cls: 3.0327, loss: 3.0327, grad_norm: 2.0954 2021-07-08 04:11:22,124 - mmaction - INFO - Epoch [29][1680/1879] lr: 8.396e-02, eta: 4 days, 9:58:45, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5945, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.0537 2021-07-08 04:11:39,319 - mmaction - INFO - Epoch [29][1700/1879] lr: 8.398e-02, eta: 4 days, 9:58:22, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5707, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.1013 2021-07-08 04:11:56,413 - mmaction - INFO - Epoch [29][1720/1879] lr: 8.401e-02, eta: 4 days, 9:57:58, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5770, loss_cls: 3.0913, loss: 3.0913, grad_norm: 2.0923 2021-07-08 04:12:13,630 - mmaction - INFO - Epoch [29][1740/1879] lr: 8.404e-02, eta: 4 days, 9:57:35, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5824, loss_cls: 3.0802, loss: 3.0802, grad_norm: 2.0235 2021-07-08 04:12:30,892 - mmaction - INFO - Epoch [29][1760/1879] lr: 8.406e-02, eta: 4 days, 9:57:12, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5867, loss_cls: 3.0536, loss: 3.0536, grad_norm: 2.1094 2021-07-08 04:12:48,069 - mmaction - INFO - Epoch [29][1780/1879] lr: 8.409e-02, eta: 4 days, 9:56:49, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5582, loss_cls: 3.1197, loss: 3.1197, grad_norm: 2.0915 2021-07-08 04:13:05,063 - mmaction - INFO - Epoch [29][1800/1879] lr: 8.412e-02, eta: 4 days, 9:56:24, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5941, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.0669 2021-07-08 04:13:22,142 - mmaction - INFO - Epoch [29][1820/1879] lr: 8.415e-02, eta: 4 days, 9:56:00, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5840, loss_cls: 3.0680, loss: 3.0680, grad_norm: 2.0861 2021-07-08 04:13:39,226 - mmaction - INFO - Epoch [29][1840/1879] lr: 8.417e-02, eta: 4 days, 9:55:35, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.1458 2021-07-08 04:13:56,289 - mmaction - INFO - Epoch [29][1860/1879] lr: 8.420e-02, eta: 4 days, 9:55:11, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5828, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.0234 2021-07-08 04:14:14,915 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 04:14:14,918 - mmaction - INFO - 106 BN found 2021-07-08 04:18:50,046 - mmaction - INFO - BN stats updated 2021-07-08 04:20:36,988 - mmaction - INFO - Epoch [30][20/1879] lr: 8.407e-02, eta: 4 days, 10:03:44, time: 5.244, data_time: 4.379, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.0916 2021-07-08 04:20:53,628 - mmaction - INFO - Epoch [30][40/1879] lr: 8.410e-02, eta: 4 days, 10:03:17, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5828, loss_cls: 3.0595, loss: 3.0595, grad_norm: 2.0486 2021-07-08 04:21:10,245 - mmaction - INFO - Epoch [30][60/1879] lr: 8.413e-02, eta: 4 days, 10:02:49, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5699, loss_cls: 3.1031, loss: 3.1031, grad_norm: 2.0703 2021-07-08 04:21:26,761 - mmaction - INFO - Epoch [30][80/1879] lr: 8.415e-02, eta: 4 days, 10:02:20, time: 0.826, data_time: 0.005, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5906, loss_cls: 3.0278, loss: 3.0278, grad_norm: 2.0775 2021-07-08 04:21:43,435 - mmaction - INFO - Epoch [30][100/1879] lr: 8.418e-02, eta: 4 days, 10:01:52, time: 0.834, data_time: 0.006, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5684, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.0682 2021-07-08 04:22:00,246 - mmaction - INFO - Epoch [30][120/1879] lr: 8.421e-02, eta: 4 days, 10:01:26, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5848, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.0008 2021-07-08 04:22:16,876 - mmaction - INFO - Epoch [30][140/1879] lr: 8.424e-02, eta: 4 days, 10:00:58, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6027, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.0531 2021-07-08 04:22:33,644 - mmaction - INFO - Epoch [30][160/1879] lr: 8.426e-02, eta: 4 days, 10:00:31, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5777, loss_cls: 3.0742, loss: 3.0742, grad_norm: 2.1258 2021-07-08 04:22:50,508 - mmaction - INFO - Epoch [30][180/1879] lr: 8.429e-02, eta: 4 days, 10:00:06, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6000, loss_cls: 3.0137, loss: 3.0137, grad_norm: 2.1276 2021-07-08 04:23:07,397 - mmaction - INFO - Epoch [30][200/1879] lr: 8.432e-02, eta: 4 days, 9:59:40, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5891, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.1163 2021-07-08 04:23:24,406 - mmaction - INFO - Epoch [30][220/1879] lr: 8.435e-02, eta: 4 days, 9:59:15, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5957, loss_cls: 2.9553, loss: 2.9553, grad_norm: 2.0533 2021-07-08 04:23:41,516 - mmaction - INFO - Epoch [30][240/1879] lr: 8.437e-02, eta: 4 days, 9:58:51, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.0107, loss: 3.0107, grad_norm: 2.0693 2021-07-08 04:23:58,581 - mmaction - INFO - Epoch [30][260/1879] lr: 8.440e-02, eta: 4 days, 9:58:26, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.6016, loss_cls: 3.0163, loss: 3.0163, grad_norm: 2.0974 2021-07-08 04:24:15,591 - mmaction - INFO - Epoch [30][280/1879] lr: 8.443e-02, eta: 4 days, 9:58:01, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5949, loss_cls: 3.0312, loss: 3.0312, grad_norm: 2.0781 2021-07-08 04:24:32,613 - mmaction - INFO - Epoch [30][300/1879] lr: 8.445e-02, eta: 4 days, 9:57:37, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3371, top5_acc: 0.6027, loss_cls: 2.9972, loss: 2.9972, grad_norm: 2.0421 2021-07-08 04:24:49,655 - mmaction - INFO - Epoch [30][320/1879] lr: 8.448e-02, eta: 4 days, 9:57:12, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6164, loss_cls: 2.9183, loss: 2.9183, grad_norm: 2.0711 2021-07-08 04:25:06,923 - mmaction - INFO - Epoch [30][340/1879] lr: 8.451e-02, eta: 4 days, 9:56:50, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6008, loss_cls: 2.9945, loss: 2.9945, grad_norm: 2.0600 2021-07-08 04:25:23,764 - mmaction - INFO - Epoch [30][360/1879] lr: 8.454e-02, eta: 4 days, 9:56:24, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5832, loss_cls: 3.0405, loss: 3.0405, grad_norm: 2.0613 2021-07-08 04:25:40,849 - mmaction - INFO - Epoch [30][380/1879] lr: 8.456e-02, eta: 4 days, 9:55:59, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6070, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.1117 2021-07-08 04:25:57,827 - mmaction - INFO - Epoch [30][400/1879] lr: 8.459e-02, eta: 4 days, 9:55:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5949, loss_cls: 2.9822, loss: 2.9822, grad_norm: 2.0821 2021-07-08 04:26:14,947 - mmaction - INFO - Epoch [30][420/1879] lr: 8.462e-02, eta: 4 days, 9:55:10, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5926, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.0758 2021-07-08 04:26:31,926 - mmaction - INFO - Epoch [30][440/1879] lr: 8.465e-02, eta: 4 days, 9:54:45, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.0865 2021-07-08 04:26:48,859 - mmaction - INFO - Epoch [30][460/1879] lr: 8.467e-02, eta: 4 days, 9:54:20, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5738, loss_cls: 3.0626, loss: 3.0626, grad_norm: 2.0838 2021-07-08 04:27:05,948 - mmaction - INFO - Epoch [30][480/1879] lr: 8.470e-02, eta: 4 days, 9:53:56, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5891, loss_cls: 3.0744, loss: 3.0744, grad_norm: 2.0619 2021-07-08 04:27:23,111 - mmaction - INFO - Epoch [30][500/1879] lr: 8.473e-02, eta: 4 days, 9:53:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3523, top5_acc: 0.5965, loss_cls: 2.9906, loss: 2.9906, grad_norm: 2.0641 2021-07-08 04:27:40,342 - mmaction - INFO - Epoch [30][520/1879] lr: 8.475e-02, eta: 4 days, 9:53:09, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6012, loss_cls: 2.9884, loss: 2.9884, grad_norm: 2.1029 2021-07-08 04:27:57,312 - mmaction - INFO - Epoch [30][540/1879] lr: 8.478e-02, eta: 4 days, 9:52:44, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6016, loss_cls: 2.9841, loss: 2.9841, grad_norm: 2.0930 2021-07-08 04:28:14,344 - mmaction - INFO - Epoch [30][560/1879] lr: 8.481e-02, eta: 4 days, 9:52:19, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5871, loss_cls: 3.0536, loss: 3.0536, grad_norm: 2.0546 2021-07-08 04:28:31,521 - mmaction - INFO - Epoch [30][580/1879] lr: 8.484e-02, eta: 4 days, 9:51:56, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5945, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.0076 2021-07-08 04:28:48,473 - mmaction - INFO - Epoch [30][600/1879] lr: 8.486e-02, eta: 4 days, 9:51:31, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.0698 2021-07-08 04:29:05,617 - mmaction - INFO - Epoch [30][620/1879] lr: 8.489e-02, eta: 4 days, 9:51:07, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5980, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.1232 2021-07-08 04:29:22,714 - mmaction - INFO - Epoch [30][640/1879] lr: 8.492e-02, eta: 4 days, 9:50:43, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5859, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.0645 2021-07-08 04:29:39,838 - mmaction - INFO - Epoch [30][660/1879] lr: 8.495e-02, eta: 4 days, 9:50:19, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5945, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.1009 2021-07-08 04:29:56,991 - mmaction - INFO - Epoch [30][680/1879] lr: 8.497e-02, eta: 4 days, 9:49:56, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5848, loss_cls: 3.0662, loss: 3.0662, grad_norm: 2.0515 2021-07-08 04:30:14,311 - mmaction - INFO - Epoch [30][700/1879] lr: 8.500e-02, eta: 4 days, 9:49:33, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6137, loss_cls: 2.9198, loss: 2.9198, grad_norm: 2.0170 2021-07-08 04:30:31,572 - mmaction - INFO - Epoch [30][720/1879] lr: 8.503e-02, eta: 4 days, 9:49:10, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5805, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.0890 2021-07-08 04:30:48,762 - mmaction - INFO - Epoch [30][740/1879] lr: 8.505e-02, eta: 4 days, 9:48:47, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5801, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.0819 2021-07-08 04:31:06,070 - mmaction - INFO - Epoch [30][760/1879] lr: 8.508e-02, eta: 4 days, 9:48:24, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5941, loss_cls: 3.0095, loss: 3.0095, grad_norm: 2.0755 2021-07-08 04:31:23,124 - mmaction - INFO - Epoch [30][780/1879] lr: 8.511e-02, eta: 4 days, 9:48:00, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5988, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.0859 2021-07-08 04:31:40,311 - mmaction - INFO - Epoch [30][800/1879] lr: 8.514e-02, eta: 4 days, 9:47:37, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5898, loss_cls: 3.0495, loss: 3.0495, grad_norm: 2.0602 2021-07-08 04:31:57,429 - mmaction - INFO - Epoch [30][820/1879] lr: 8.516e-02, eta: 4 days, 9:47:13, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5852, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.0417 2021-07-08 04:32:14,588 - mmaction - INFO - Epoch [30][840/1879] lr: 8.519e-02, eta: 4 days, 9:46:50, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5813, loss_cls: 3.0493, loss: 3.0493, grad_norm: 2.0600 2021-07-08 04:32:31,790 - mmaction - INFO - Epoch [30][860/1879] lr: 8.522e-02, eta: 4 days, 9:46:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5852, loss_cls: 3.0424, loss: 3.0424, grad_norm: 2.1065 2021-07-08 04:32:48,861 - mmaction - INFO - Epoch [30][880/1879] lr: 8.525e-02, eta: 4 days, 9:46:02, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5996, loss_cls: 2.9772, loss: 2.9772, grad_norm: 2.0822 2021-07-08 04:33:06,178 - mmaction - INFO - Epoch [30][900/1879] lr: 8.527e-02, eta: 4 days, 9:45:40, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5988, loss_cls: 2.9981, loss: 2.9981, grad_norm: 2.0832 2021-07-08 04:33:23,451 - mmaction - INFO - Epoch [30][920/1879] lr: 8.530e-02, eta: 4 days, 9:45:18, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5930, loss_cls: 3.0262, loss: 3.0262, grad_norm: 2.0138 2021-07-08 04:33:40,533 - mmaction - INFO - Epoch [30][940/1879] lr: 8.533e-02, eta: 4 days, 9:44:53, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5910, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.0713 2021-07-08 04:33:57,730 - mmaction - INFO - Epoch [30][960/1879] lr: 8.535e-02, eta: 4 days, 9:44:30, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5883, loss_cls: 3.0586, loss: 3.0586, grad_norm: 2.0157 2021-07-08 04:34:15,016 - mmaction - INFO - Epoch [30][980/1879] lr: 8.538e-02, eta: 4 days, 9:44:08, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5836, loss_cls: 3.0883, loss: 3.0883, grad_norm: 2.0719 2021-07-08 04:34:32,240 - mmaction - INFO - Epoch [30][1000/1879] lr: 8.541e-02, eta: 4 days, 9:43:44, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.0763 2021-07-08 04:34:49,492 - mmaction - INFO - Epoch [30][1020/1879] lr: 8.544e-02, eta: 4 days, 9:43:22, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1027, loss: 3.1027, grad_norm: 2.0881 2021-07-08 04:35:06,869 - mmaction - INFO - Epoch [30][1040/1879] lr: 8.546e-02, eta: 4 days, 9:43:00, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6035, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.0607 2021-07-08 04:35:23,925 - mmaction - INFO - Epoch [30][1060/1879] lr: 8.549e-02, eta: 4 days, 9:42:36, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5785, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.0630 2021-07-08 04:35:41,114 - mmaction - INFO - Epoch [30][1080/1879] lr: 8.552e-02, eta: 4 days, 9:42:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5727, loss_cls: 3.0864, loss: 3.0864, grad_norm: 2.0613 2021-07-08 04:35:58,386 - mmaction - INFO - Epoch [30][1100/1879] lr: 8.555e-02, eta: 4 days, 9:41:50, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5910, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.0663 2021-07-08 04:36:15,527 - mmaction - INFO - Epoch [30][1120/1879] lr: 8.557e-02, eta: 4 days, 9:41:26, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5988, loss_cls: 3.0372, loss: 3.0372, grad_norm: 2.0009 2021-07-08 04:36:32,924 - mmaction - INFO - Epoch [30][1140/1879] lr: 8.560e-02, eta: 4 days, 9:41:05, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5844, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.1153 2021-07-08 04:36:49,914 - mmaction - INFO - Epoch [30][1160/1879] lr: 8.563e-02, eta: 4 days, 9:40:40, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5910, loss_cls: 3.0467, loss: 3.0467, grad_norm: 2.0610 2021-07-08 04:37:07,108 - mmaction - INFO - Epoch [30][1180/1879] lr: 8.566e-02, eta: 4 days, 9:40:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5867, loss_cls: 3.0454, loss: 3.0454, grad_norm: 2.0691 2021-07-08 04:37:24,161 - mmaction - INFO - Epoch [30][1200/1879] lr: 8.568e-02, eta: 4 days, 9:39:52, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5879, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.0694 2021-07-08 04:37:41,464 - mmaction - INFO - Epoch [30][1220/1879] lr: 8.571e-02, eta: 4 days, 9:39:30, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3312, top5_acc: 0.6043, loss_cls: 3.0185, loss: 3.0185, grad_norm: 2.0391 2021-07-08 04:37:58,373 - mmaction - INFO - Epoch [30][1240/1879] lr: 8.574e-02, eta: 4 days, 9:39:05, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5844, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.0590 2021-07-08 04:38:15,714 - mmaction - INFO - Epoch [30][1260/1879] lr: 8.576e-02, eta: 4 days, 9:38:42, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.9145, loss: 2.9145, grad_norm: 2.0968 2021-07-08 04:38:32,970 - mmaction - INFO - Epoch [30][1280/1879] lr: 8.579e-02, eta: 4 days, 9:38:20, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5805, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.0745 2021-07-08 04:38:50,220 - mmaction - INFO - Epoch [30][1300/1879] lr: 8.582e-02, eta: 4 days, 9:37:57, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5863, loss_cls: 3.0880, loss: 3.0880, grad_norm: 2.0482 2021-07-08 04:39:07,495 - mmaction - INFO - Epoch [30][1320/1879] lr: 8.585e-02, eta: 4 days, 9:37:35, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5941, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.9969 2021-07-08 04:39:24,645 - mmaction - INFO - Epoch [30][1340/1879] lr: 8.587e-02, eta: 4 days, 9:37:11, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5852, loss_cls: 3.0713, loss: 3.0713, grad_norm: 2.0894 2021-07-08 04:39:41,782 - mmaction - INFO - Epoch [30][1360/1879] lr: 8.590e-02, eta: 4 days, 9:36:48, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5750, loss_cls: 3.0580, loss: 3.0580, grad_norm: 2.0568 2021-07-08 04:39:58,863 - mmaction - INFO - Epoch [30][1380/1879] lr: 8.593e-02, eta: 4 days, 9:36:24, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5727, loss_cls: 3.0637, loss: 3.0637, grad_norm: 2.0536 2021-07-08 04:40:16,030 - mmaction - INFO - Epoch [30][1400/1879] lr: 8.596e-02, eta: 4 days, 9:36:00, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5750, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.0471 2021-07-08 04:40:33,208 - mmaction - INFO - Epoch [30][1420/1879] lr: 8.598e-02, eta: 4 days, 9:35:37, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5980, loss_cls: 3.0125, loss: 3.0125, grad_norm: 2.0726 2021-07-08 04:40:50,342 - mmaction - INFO - Epoch [30][1440/1879] lr: 8.601e-02, eta: 4 days, 9:35:13, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3371, top5_acc: 0.6008, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.0796 2021-07-08 04:41:07,527 - mmaction - INFO - Epoch [30][1460/1879] lr: 8.604e-02, eta: 4 days, 9:34:50, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.1045 2021-07-08 04:41:24,536 - mmaction - INFO - Epoch [30][1480/1879] lr: 8.606e-02, eta: 4 days, 9:34:26, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5645, loss_cls: 3.1072, loss: 3.1072, grad_norm: 2.0754 2021-07-08 04:41:41,977 - mmaction - INFO - Epoch [30][1500/1879] lr: 8.609e-02, eta: 4 days, 9:34:04, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5766, loss_cls: 3.0804, loss: 3.0804, grad_norm: 2.0434 2021-07-08 04:41:58,969 - mmaction - INFO - Epoch [30][1520/1879] lr: 8.612e-02, eta: 4 days, 9:33:40, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5934, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.0005 2021-07-08 04:42:16,268 - mmaction - INFO - Epoch [30][1540/1879] lr: 8.615e-02, eta: 4 days, 9:33:17, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0281, loss: 3.0281, grad_norm: 2.0282 2021-07-08 04:42:33,366 - mmaction - INFO - Epoch [30][1560/1879] lr: 8.617e-02, eta: 4 days, 9:32:54, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3387, top5_acc: 0.6086, loss_cls: 2.9961, loss: 2.9961, grad_norm: 2.0427 2021-07-08 04:42:50,369 - mmaction - INFO - Epoch [30][1580/1879] lr: 8.620e-02, eta: 4 days, 9:32:29, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6059, loss_cls: 2.9523, loss: 2.9523, grad_norm: 2.0376 2021-07-08 04:43:07,533 - mmaction - INFO - Epoch [30][1600/1879] lr: 8.623e-02, eta: 4 days, 9:32:05, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5941, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.0893 2021-07-08 04:43:24,501 - mmaction - INFO - Epoch [30][1620/1879] lr: 8.626e-02, eta: 4 days, 9:31:41, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5754, loss_cls: 3.0897, loss: 3.0897, grad_norm: 2.0683 2021-07-08 04:43:41,701 - mmaction - INFO - Epoch [30][1640/1879] lr: 8.628e-02, eta: 4 days, 9:31:18, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.0852, loss: 3.0852, grad_norm: 2.0630 2021-07-08 04:43:58,805 - mmaction - INFO - Epoch [30][1660/1879] lr: 8.631e-02, eta: 4 days, 9:30:54, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 3.0151, loss: 3.0151, grad_norm: 2.0441 2021-07-08 04:44:15,988 - mmaction - INFO - Epoch [30][1680/1879] lr: 8.634e-02, eta: 4 days, 9:30:31, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.0403 2021-07-08 04:44:33,178 - mmaction - INFO - Epoch [30][1700/1879] lr: 8.636e-02, eta: 4 days, 9:30:08, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0587, loss: 3.0587, grad_norm: 2.0860 2021-07-08 04:44:50,221 - mmaction - INFO - Epoch [30][1720/1879] lr: 8.639e-02, eta: 4 days, 9:29:44, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5930, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.0555 2021-07-08 04:45:07,561 - mmaction - INFO - Epoch [30][1740/1879] lr: 8.642e-02, eta: 4 days, 9:29:22, time: 0.867, data_time: 0.007, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5840, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.0678 2021-07-08 04:45:24,642 - mmaction - INFO - Epoch [30][1760/1879] lr: 8.645e-02, eta: 4 days, 9:28:58, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5859, loss_cls: 3.0557, loss: 3.0557, grad_norm: 2.0447 2021-07-08 04:45:41,738 - mmaction - INFO - Epoch [30][1780/1879] lr: 8.647e-02, eta: 4 days, 9:28:34, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.0744 2021-07-08 04:45:58,991 - mmaction - INFO - Epoch [30][1800/1879] lr: 8.650e-02, eta: 4 days, 9:28:11, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5762, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.0584 2021-07-08 04:46:15,936 - mmaction - INFO - Epoch [30][1820/1879] lr: 8.653e-02, eta: 4 days, 9:27:47, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5930, loss_cls: 2.9991, loss: 2.9991, grad_norm: 2.0185 2021-07-08 04:46:33,057 - mmaction - INFO - Epoch [30][1840/1879] lr: 8.656e-02, eta: 4 days, 9:27:22, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0175, loss: 3.0175, grad_norm: 2.0970 2021-07-08 04:46:50,265 - mmaction - INFO - Epoch [30][1860/1879] lr: 8.658e-02, eta: 4 days, 9:27:00, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5770, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.0844 2021-07-08 04:47:13,626 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 04:47:13,631 - mmaction - INFO - 106 BN found 2021-07-08 04:51:48,119 - mmaction - INFO - BN stats updated 2021-07-08 04:54:57,046 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 04:54:57,917 - mmaction - INFO - top1_acc 0.4121 top5_acc 0.6882 2021-07-08 04:54:57,917 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 04:54:57,989 - mmaction - INFO - mean_acc 0.4119 2021-07-08 04:54:58,855 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_30.pth. 2021-07-08 04:54:58,855 - mmaction - INFO - Best top1_acc is 0.4121 at 30 epoch. 2021-07-08 04:54:58,862 - mmaction - INFO - Epoch(val) [30][155] top1_acc: 0.4121, top5_acc: 0.6882, mean_class_accuracy: 0.4119 2021-07-08 04:56:41,679 - mmaction - INFO - Epoch [31][20/1879] lr: 8.644e-02, eta: 4 days, 9:34:56, time: 5.136, data_time: 4.218, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5941, loss_cls: 3.0066, loss: 3.0066, grad_norm: 2.0349 2021-07-08 04:56:58,275 - mmaction - INFO - Epoch [31][40/1879] lr: 8.647e-02, eta: 4 days, 9:34:28, time: 0.826, data_time: 0.006, memory: 6462, top1_acc: 0.3250, top5_acc: 0.6035, loss_cls: 2.9872, loss: 2.9872, grad_norm: 2.0586 2021-07-08 04:57:14,857 - mmaction - INFO - Epoch [31][60/1879] lr: 8.650e-02, eta: 4 days, 9:34:00, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6137, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.0024 2021-07-08 04:57:31,446 - mmaction - INFO - Epoch [31][80/1879] lr: 8.652e-02, eta: 4 days, 9:33:33, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5910, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.0652 2021-07-08 04:57:48,190 - mmaction - INFO - Epoch [31][100/1879] lr: 8.655e-02, eta: 4 days, 9:33:06, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5863, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.0399 2021-07-08 04:58:04,867 - mmaction - INFO - Epoch [31][120/1879] lr: 8.658e-02, eta: 4 days, 9:32:39, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5930, loss_cls: 2.9900, loss: 2.9900, grad_norm: 2.0623 2021-07-08 04:58:21,648 - mmaction - INFO - Epoch [31][140/1879] lr: 8.661e-02, eta: 4 days, 9:32:13, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5848, loss_cls: 3.0222, loss: 3.0222, grad_norm: 2.0279 2021-07-08 04:58:38,632 - mmaction - INFO - Epoch [31][160/1879] lr: 8.663e-02, eta: 4 days, 9:31:47, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5828, loss_cls: 3.0396, loss: 3.0396, grad_norm: 2.0663 2021-07-08 04:58:55,425 - mmaction - INFO - Epoch [31][180/1879] lr: 8.666e-02, eta: 4 days, 9:31:22, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5918, loss_cls: 3.0334, loss: 3.0334, grad_norm: 2.1157 2021-07-08 04:59:12,450 - mmaction - INFO - Epoch [31][200/1879] lr: 8.669e-02, eta: 4 days, 9:30:57, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5941, loss_cls: 2.9727, loss: 2.9727, grad_norm: 2.0756 2021-07-08 04:59:29,424 - mmaction - INFO - Epoch [31][220/1879] lr: 8.671e-02, eta: 4 days, 9:30:32, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5871, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.1119 2021-07-08 04:59:46,642 - mmaction - INFO - Epoch [31][240/1879] lr: 8.674e-02, eta: 4 days, 9:30:09, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5895, loss_cls: 3.0167, loss: 3.0167, grad_norm: 2.0932 2021-07-08 05:00:03,736 - mmaction - INFO - Epoch [31][260/1879] lr: 8.677e-02, eta: 4 days, 9:29:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5734, loss_cls: 3.1138, loss: 3.1138, grad_norm: 2.0692 2021-07-08 05:00:20,818 - mmaction - INFO - Epoch [31][280/1879] lr: 8.680e-02, eta: 4 days, 9:29:21, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6004, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.0359 2021-07-08 05:00:37,989 - mmaction - INFO - Epoch [31][300/1879] lr: 8.682e-02, eta: 4 days, 9:28:58, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5922, loss_cls: 3.0354, loss: 3.0354, grad_norm: 2.0743 2021-07-08 05:00:55,063 - mmaction - INFO - Epoch [31][320/1879] lr: 8.685e-02, eta: 4 days, 9:28:34, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6070, loss_cls: 2.9611, loss: 2.9611, grad_norm: 2.0510 2021-07-08 05:01:12,095 - mmaction - INFO - Epoch [31][340/1879] lr: 8.688e-02, eta: 4 days, 9:28:10, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5887, loss_cls: 3.0208, loss: 3.0208, grad_norm: 2.0626 2021-07-08 05:01:29,195 - mmaction - INFO - Epoch [31][360/1879] lr: 8.690e-02, eta: 4 days, 9:27:46, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 2.9915, loss: 2.9915, grad_norm: 2.0657 2021-07-08 05:01:46,275 - mmaction - INFO - Epoch [31][380/1879] lr: 8.693e-02, eta: 4 days, 9:27:22, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5848, loss_cls: 3.0501, loss: 3.0501, grad_norm: 2.1012 2021-07-08 05:02:03,580 - mmaction - INFO - Epoch [31][400/1879] lr: 8.696e-02, eta: 4 days, 9:26:59, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5895, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.0841 2021-07-08 05:02:20,778 - mmaction - INFO - Epoch [31][420/1879] lr: 8.699e-02, eta: 4 days, 9:26:36, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5906, loss_cls: 3.0199, loss: 3.0199, grad_norm: 2.0656 2021-07-08 05:02:37,902 - mmaction - INFO - Epoch [31][440/1879] lr: 8.701e-02, eta: 4 days, 9:26:13, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6020, loss_cls: 2.9826, loss: 2.9826, grad_norm: 2.0407 2021-07-08 05:02:55,024 - mmaction - INFO - Epoch [31][460/1879] lr: 8.704e-02, eta: 4 days, 9:25:49, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5988, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.0540 2021-07-08 05:03:12,186 - mmaction - INFO - Epoch [31][480/1879] lr: 8.707e-02, eta: 4 days, 9:25:26, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5941, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.0552 2021-07-08 05:03:29,215 - mmaction - INFO - Epoch [31][500/1879] lr: 8.710e-02, eta: 4 days, 9:25:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6117, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.0850 2021-07-08 05:03:46,492 - mmaction - INFO - Epoch [31][520/1879] lr: 8.712e-02, eta: 4 days, 9:24:39, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.0702 2021-07-08 05:04:03,703 - mmaction - INFO - Epoch [31][540/1879] lr: 8.715e-02, eta: 4 days, 9:24:16, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5824, loss_cls: 3.0672, loss: 3.0672, grad_norm: 2.0483 2021-07-08 05:04:20,912 - mmaction - INFO - Epoch [31][560/1879] lr: 8.718e-02, eta: 4 days, 9:23:53, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5852, loss_cls: 3.0927, loss: 3.0927, grad_norm: 2.0461 2021-07-08 05:04:38,078 - mmaction - INFO - Epoch [31][580/1879] lr: 8.720e-02, eta: 4 days, 9:23:30, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5797, loss_cls: 3.0682, loss: 3.0682, grad_norm: 2.0725 2021-07-08 05:04:55,369 - mmaction - INFO - Epoch [31][600/1879] lr: 8.723e-02, eta: 4 days, 9:23:07, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5824, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.0370 2021-07-08 05:05:12,594 - mmaction - INFO - Epoch [31][620/1879] lr: 8.726e-02, eta: 4 days, 9:22:44, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5844, loss_cls: 3.0637, loss: 3.0637, grad_norm: 2.0923 2021-07-08 05:05:29,826 - mmaction - INFO - Epoch [31][640/1879] lr: 8.729e-02, eta: 4 days, 9:22:22, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0058, loss: 3.0058, grad_norm: 2.0725 2021-07-08 05:05:47,089 - mmaction - INFO - Epoch [31][660/1879] lr: 8.731e-02, eta: 4 days, 9:21:59, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6074, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.0468 2021-07-08 05:06:04,192 - mmaction - INFO - Epoch [31][680/1879] lr: 8.734e-02, eta: 4 days, 9:21:35, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6070, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.0474 2021-07-08 05:06:21,352 - mmaction - INFO - Epoch [31][700/1879] lr: 8.737e-02, eta: 4 days, 9:21:12, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5832, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.0571 2021-07-08 05:06:38,743 - mmaction - INFO - Epoch [31][720/1879] lr: 8.740e-02, eta: 4 days, 9:20:50, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5973, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.0299 2021-07-08 05:06:55,676 - mmaction - INFO - Epoch [31][740/1879] lr: 8.742e-02, eta: 4 days, 9:20:25, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5879, loss_cls: 3.0067, loss: 3.0067, grad_norm: 2.0686 2021-07-08 05:07:12,860 - mmaction - INFO - Epoch [31][760/1879] lr: 8.745e-02, eta: 4 days, 9:20:02, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5844, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.0885 2021-07-08 05:07:30,011 - mmaction - INFO - Epoch [31][780/1879] lr: 8.748e-02, eta: 4 days, 9:19:39, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5922, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.0197 2021-07-08 05:07:47,047 - mmaction - INFO - Epoch [31][800/1879] lr: 8.750e-02, eta: 4 days, 9:19:15, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5895, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.1037 2021-07-08 05:08:04,312 - mmaction - INFO - Epoch [31][820/1879] lr: 8.753e-02, eta: 4 days, 9:18:52, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5738, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.0599 2021-07-08 05:08:21,417 - mmaction - INFO - Epoch [31][840/1879] lr: 8.756e-02, eta: 4 days, 9:18:28, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5938, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.0480 2021-07-08 05:08:38,615 - mmaction - INFO - Epoch [31][860/1879] lr: 8.759e-02, eta: 4 days, 9:18:05, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5898, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.0676 2021-07-08 05:08:55,635 - mmaction - INFO - Epoch [31][880/1879] lr: 8.761e-02, eta: 4 days, 9:17:41, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5863, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.0478 2021-07-08 05:09:12,978 - mmaction - INFO - Epoch [31][900/1879] lr: 8.764e-02, eta: 4 days, 9:17:19, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5895, loss_cls: 2.9943, loss: 2.9943, grad_norm: 2.0492 2021-07-08 05:09:30,106 - mmaction - INFO - Epoch [31][920/1879] lr: 8.767e-02, eta: 4 days, 9:16:56, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5906, loss_cls: 3.0349, loss: 3.0349, grad_norm: 2.0567 2021-07-08 05:09:47,184 - mmaction - INFO - Epoch [31][940/1879] lr: 8.769e-02, eta: 4 days, 9:16:31, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5957, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.0713 2021-07-08 05:10:04,278 - mmaction - INFO - Epoch [31][960/1879] lr: 8.772e-02, eta: 4 days, 9:16:08, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5906, loss_cls: 3.0518, loss: 3.0518, grad_norm: 2.0180 2021-07-08 05:10:21,487 - mmaction - INFO - Epoch [31][980/1879] lr: 8.775e-02, eta: 4 days, 9:15:45, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5820, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.9952 2021-07-08 05:10:38,610 - mmaction - INFO - Epoch [31][1000/1879] lr: 8.778e-02, eta: 4 days, 9:15:21, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6027, loss_cls: 2.9796, loss: 2.9796, grad_norm: 2.0399 2021-07-08 05:10:55,881 - mmaction - INFO - Epoch [31][1020/1879] lr: 8.780e-02, eta: 4 days, 9:14:59, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5906, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.0458 2021-07-08 05:11:13,107 - mmaction - INFO - Epoch [31][1040/1879] lr: 8.783e-02, eta: 4 days, 9:14:36, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 3.0160, loss: 3.0160, grad_norm: 2.0303 2021-07-08 05:11:30,301 - mmaction - INFO - Epoch [31][1060/1879] lr: 8.786e-02, eta: 4 days, 9:14:13, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6000, loss_cls: 2.9554, loss: 2.9554, grad_norm: 2.0205 2021-07-08 05:11:47,574 - mmaction - INFO - Epoch [31][1080/1879] lr: 8.789e-02, eta: 4 days, 9:13:51, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5867, loss_cls: 3.0879, loss: 3.0879, grad_norm: 2.0516 2021-07-08 05:12:04,685 - mmaction - INFO - Epoch [31][1100/1879] lr: 8.791e-02, eta: 4 days, 9:13:27, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0784, loss: 3.0784, grad_norm: 2.0339 2021-07-08 05:12:21,725 - mmaction - INFO - Epoch [31][1120/1879] lr: 8.794e-02, eta: 4 days, 9:13:03, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5898, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.0650 2021-07-08 05:12:38,828 - mmaction - INFO - Epoch [31][1140/1879] lr: 8.797e-02, eta: 4 days, 9:12:39, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3539, top5_acc: 0.5926, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.0474 2021-07-08 05:12:56,001 - mmaction - INFO - Epoch [31][1160/1879] lr: 8.799e-02, eta: 4 days, 9:12:16, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3348, top5_acc: 0.6008, loss_cls: 2.9907, loss: 2.9907, grad_norm: 2.0734 2021-07-08 05:13:13,234 - mmaction - INFO - Epoch [31][1180/1879] lr: 8.802e-02, eta: 4 days, 9:11:53, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5906, loss_cls: 3.0209, loss: 3.0209, grad_norm: 2.0407 2021-07-08 05:13:30,290 - mmaction - INFO - Epoch [31][1200/1879] lr: 8.805e-02, eta: 4 days, 9:11:29, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.6000, loss_cls: 3.0187, loss: 3.0187, grad_norm: 2.0659 2021-07-08 05:13:47,749 - mmaction - INFO - Epoch [31][1220/1879] lr: 8.808e-02, eta: 4 days, 9:11:08, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5977, loss_cls: 3.0285, loss: 3.0285, grad_norm: 2.0344 2021-07-08 05:14:04,844 - mmaction - INFO - Epoch [31][1240/1879] lr: 8.810e-02, eta: 4 days, 9:10:45, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5805, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.0622 2021-07-08 05:14:22,269 - mmaction - INFO - Epoch [31][1260/1879] lr: 8.813e-02, eta: 4 days, 9:10:23, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5813, loss_cls: 3.0839, loss: 3.0839, grad_norm: 2.0544 2021-07-08 05:14:39,249 - mmaction - INFO - Epoch [31][1280/1879] lr: 8.816e-02, eta: 4 days, 9:09:59, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5746, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.0094 2021-07-08 05:14:56,548 - mmaction - INFO - Epoch [31][1300/1879] lr: 8.818e-02, eta: 4 days, 9:09:37, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5801, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.9991 2021-07-08 05:15:13,670 - mmaction - INFO - Epoch [31][1320/1879] lr: 8.821e-02, eta: 4 days, 9:09:13, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6031, loss_cls: 2.9957, loss: 2.9957, grad_norm: 2.1005 2021-07-08 05:15:30,838 - mmaction - INFO - Epoch [31][1340/1879] lr: 8.824e-02, eta: 4 days, 9:08:50, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5918, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.0359 2021-07-08 05:15:48,120 - mmaction - INFO - Epoch [31][1360/1879] lr: 8.827e-02, eta: 4 days, 9:08:28, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5949, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.0515 2021-07-08 05:16:05,282 - mmaction - INFO - Epoch [31][1380/1879] lr: 8.829e-02, eta: 4 days, 9:08:05, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5820, loss_cls: 3.0960, loss: 3.0960, grad_norm: 2.0557 2021-07-08 05:16:22,450 - mmaction - INFO - Epoch [31][1400/1879] lr: 8.832e-02, eta: 4 days, 9:07:42, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5934, loss_cls: 2.9739, loss: 2.9739, grad_norm: 2.0634 2021-07-08 05:16:39,542 - mmaction - INFO - Epoch [31][1420/1879] lr: 8.835e-02, eta: 4 days, 9:07:18, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5938, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.0489 2021-07-08 05:16:56,728 - mmaction - INFO - Epoch [31][1440/1879] lr: 8.838e-02, eta: 4 days, 9:06:55, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6008, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.0557 2021-07-08 05:17:13,901 - mmaction - INFO - Epoch [31][1460/1879] lr: 8.840e-02, eta: 4 days, 9:06:32, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.0367 2021-07-08 05:17:31,148 - mmaction - INFO - Epoch [31][1480/1879] lr: 8.843e-02, eta: 4 days, 9:06:09, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6125, loss_cls: 2.9342, loss: 2.9342, grad_norm: 2.0612 2021-07-08 05:17:48,280 - mmaction - INFO - Epoch [31][1500/1879] lr: 8.846e-02, eta: 4 days, 9:05:46, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5824, loss_cls: 3.0783, loss: 3.0783, grad_norm: 2.0694 2021-07-08 05:18:05,553 - mmaction - INFO - Epoch [31][1520/1879] lr: 8.848e-02, eta: 4 days, 9:05:23, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 2.9642, loss: 2.9642, grad_norm: 2.0214 2021-07-08 05:18:22,698 - mmaction - INFO - Epoch [31][1540/1879] lr: 8.851e-02, eta: 4 days, 9:05:00, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5707, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.1037 2021-07-08 05:18:39,961 - mmaction - INFO - Epoch [31][1560/1879] lr: 8.854e-02, eta: 4 days, 9:04:38, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5965, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.0127 2021-07-08 05:18:57,175 - mmaction - INFO - Epoch [31][1580/1879] lr: 8.857e-02, eta: 4 days, 9:04:15, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5926, loss_cls: 3.0521, loss: 3.0521, grad_norm: 2.0548 2021-07-08 05:19:14,337 - mmaction - INFO - Epoch [31][1600/1879] lr: 8.859e-02, eta: 4 days, 9:03:52, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5695, loss_cls: 3.1270, loss: 3.1270, grad_norm: 2.0377 2021-07-08 05:19:31,638 - mmaction - INFO - Epoch [31][1620/1879] lr: 8.862e-02, eta: 4 days, 9:03:30, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5984, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.0191 2021-07-08 05:19:48,857 - mmaction - INFO - Epoch [31][1640/1879] lr: 8.865e-02, eta: 4 days, 9:03:07, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5746, loss_cls: 3.0848, loss: 3.0848, grad_norm: 2.0584 2021-07-08 05:20:06,287 - mmaction - INFO - Epoch [31][1660/1879] lr: 8.867e-02, eta: 4 days, 9:02:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5816, loss_cls: 3.0637, loss: 3.0637, grad_norm: 2.0201 2021-07-08 05:20:23,370 - mmaction - INFO - Epoch [31][1680/1879] lr: 8.870e-02, eta: 4 days, 9:02:22, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5934, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.0158 2021-07-08 05:20:40,603 - mmaction - INFO - Epoch [31][1700/1879] lr: 8.873e-02, eta: 4 days, 9:02:00, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5785, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.0227 2021-07-08 05:20:57,709 - mmaction - INFO - Epoch [31][1720/1879] lr: 8.876e-02, eta: 4 days, 9:01:36, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3539, top5_acc: 0.5898, loss_cls: 2.9919, loss: 2.9919, grad_norm: 2.0694 2021-07-08 05:21:14,997 - mmaction - INFO - Epoch [31][1740/1879] lr: 8.878e-02, eta: 4 days, 9:01:14, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5941, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.0204 2021-07-08 05:21:31,987 - mmaction - INFO - Epoch [31][1760/1879] lr: 8.881e-02, eta: 4 days, 9:00:50, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5820, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.0554 2021-07-08 05:21:49,255 - mmaction - INFO - Epoch [31][1780/1879] lr: 8.884e-02, eta: 4 days, 9:00:27, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5727, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.1263 2021-07-08 05:22:06,171 - mmaction - INFO - Epoch [31][1800/1879] lr: 8.887e-02, eta: 4 days, 9:00:02, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5820, loss_cls: 3.1221, loss: 3.1221, grad_norm: 2.0519 2021-07-08 05:22:23,392 - mmaction - INFO - Epoch [31][1820/1879] lr: 8.889e-02, eta: 4 days, 8:59:40, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5895, loss_cls: 3.0492, loss: 3.0492, grad_norm: 2.0150 2021-07-08 05:22:40,487 - mmaction - INFO - Epoch [31][1840/1879] lr: 8.892e-02, eta: 4 days, 8:59:16, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5949, loss_cls: 2.9740, loss: 2.9740, grad_norm: 2.0131 2021-07-08 05:22:57,742 - mmaction - INFO - Epoch [31][1860/1879] lr: 8.895e-02, eta: 4 days, 8:58:53, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5738, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.0762 2021-07-08 05:23:21,752 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 05:23:21,756 - mmaction - INFO - 106 BN found 2021-07-08 05:27:55,747 - mmaction - INFO - BN stats updated 2021-07-08 05:29:53,008 - mmaction - INFO - Epoch [32][20/1879] lr: 8.879e-02, eta: 4 days, 9:08:01, time: 5.760, data_time: 4.927, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6020, loss_cls: 2.9938, loss: 2.9938, grad_norm: 2.1105 2021-07-08 05:30:09,629 - mmaction - INFO - Epoch [32][40/1879] lr: 8.882e-02, eta: 4 days, 9:07:34, time: 0.830, data_time: 0.007, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6020, loss_cls: 2.9723, loss: 2.9723, grad_norm: 2.0609 2021-07-08 05:30:26,100 - mmaction - INFO - Epoch [32][60/1879] lr: 8.885e-02, eta: 4 days, 9:07:06, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6086, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.9984 2021-07-08 05:30:42,615 - mmaction - INFO - Epoch [32][80/1879] lr: 8.888e-02, eta: 4 days, 9:06:38, time: 0.823, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5898, loss_cls: 3.0060, loss: 3.0060, grad_norm: 2.0957 2021-07-08 05:30:59,227 - mmaction - INFO - Epoch [32][100/1879] lr: 8.890e-02, eta: 4 days, 9:06:11, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5934, loss_cls: 3.0136, loss: 3.0136, grad_norm: 2.0637 2021-07-08 05:31:16,024 - mmaction - INFO - Epoch [32][120/1879] lr: 8.893e-02, eta: 4 days, 9:05:45, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0539, loss: 3.0539, grad_norm: 2.0967 2021-07-08 05:31:32,564 - mmaction - INFO - Epoch [32][140/1879] lr: 8.896e-02, eta: 4 days, 9:05:17, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5855, loss_cls: 3.0253, loss: 3.0253, grad_norm: 2.0489 2021-07-08 05:31:49,471 - mmaction - INFO - Epoch [32][160/1879] lr: 8.898e-02, eta: 4 days, 9:04:52, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5914, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.0978 2021-07-08 05:32:06,315 - mmaction - INFO - Epoch [32][180/1879] lr: 8.901e-02, eta: 4 days, 9:04:26, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5879, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.0734 2021-07-08 05:32:23,430 - mmaction - INFO - Epoch [32][200/1879] lr: 8.904e-02, eta: 4 days, 9:04:03, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6094, loss_cls: 2.9647, loss: 2.9647, grad_norm: 2.0538 2021-07-08 05:32:40,340 - mmaction - INFO - Epoch [32][220/1879] lr: 8.907e-02, eta: 4 days, 9:03:38, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5926, loss_cls: 3.0310, loss: 3.0310, grad_norm: 2.0443 2021-07-08 05:32:57,552 - mmaction - INFO - Epoch [32][240/1879] lr: 8.909e-02, eta: 4 days, 9:03:15, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5883, loss_cls: 3.0136, loss: 3.0136, grad_norm: 2.0928 2021-07-08 05:33:14,595 - mmaction - INFO - Epoch [32][260/1879] lr: 8.912e-02, eta: 4 days, 9:02:51, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5813, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.0521 2021-07-08 05:33:31,734 - mmaction - INFO - Epoch [32][280/1879] lr: 8.915e-02, eta: 4 days, 9:02:27, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5871, loss_cls: 3.0219, loss: 3.0219, grad_norm: 2.0370 2021-07-08 05:33:48,743 - mmaction - INFO - Epoch [32][300/1879] lr: 8.917e-02, eta: 4 days, 9:02:03, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5867, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.9887 2021-07-08 05:34:05,783 - mmaction - INFO - Epoch [32][320/1879] lr: 8.920e-02, eta: 4 days, 9:01:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5895, loss_cls: 3.0198, loss: 3.0198, grad_norm: 2.0338 2021-07-08 05:34:22,833 - mmaction - INFO - Epoch [32][340/1879] lr: 8.923e-02, eta: 4 days, 9:01:15, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6125, loss_cls: 2.9276, loss: 2.9276, grad_norm: 2.0574 2021-07-08 05:34:39,892 - mmaction - INFO - Epoch [32][360/1879] lr: 8.926e-02, eta: 4 days, 9:00:51, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5938, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.1224 2021-07-08 05:34:56,955 - mmaction - INFO - Epoch [32][380/1879] lr: 8.928e-02, eta: 4 days, 9:00:27, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5996, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.9906 2021-07-08 05:35:13,913 - mmaction - INFO - Epoch [32][400/1879] lr: 8.931e-02, eta: 4 days, 9:00:02, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0376, loss: 3.0376, grad_norm: 2.0560 2021-07-08 05:35:30,996 - mmaction - INFO - Epoch [32][420/1879] lr: 8.934e-02, eta: 4 days, 8:59:39, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5902, loss_cls: 3.0397, loss: 3.0397, grad_norm: 2.0509 2021-07-08 05:35:47,964 - mmaction - INFO - Epoch [32][440/1879] lr: 8.936e-02, eta: 4 days, 8:59:14, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3566, top5_acc: 0.5977, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.0662 2021-07-08 05:36:04,980 - mmaction - INFO - Epoch [32][460/1879] lr: 8.939e-02, eta: 4 days, 8:58:50, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5813, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.0879 2021-07-08 05:36:22,065 - mmaction - INFO - Epoch [32][480/1879] lr: 8.942e-02, eta: 4 days, 8:58:26, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5863, loss_cls: 3.0177, loss: 3.0177, grad_norm: 1.9930 2021-07-08 05:36:39,228 - mmaction - INFO - Epoch [32][500/1879] lr: 8.945e-02, eta: 4 days, 8:58:03, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0543, loss: 3.0543, grad_norm: 2.0611 2021-07-08 05:36:56,384 - mmaction - INFO - Epoch [32][520/1879] lr: 8.947e-02, eta: 4 days, 8:57:40, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5961, loss_cls: 3.0070, loss: 3.0070, grad_norm: 2.0699 2021-07-08 05:37:13,440 - mmaction - INFO - Epoch [32][540/1879] lr: 8.950e-02, eta: 4 days, 8:57:15, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5801, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.0584 2021-07-08 05:37:30,577 - mmaction - INFO - Epoch [32][560/1879] lr: 8.953e-02, eta: 4 days, 8:56:52, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3336, top5_acc: 0.6078, loss_cls: 2.9967, loss: 2.9967, grad_norm: 2.0675 2021-07-08 05:37:47,791 - mmaction - INFO - Epoch [32][580/1879] lr: 8.955e-02, eta: 4 days, 8:56:30, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6117, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.0388 2021-07-08 05:38:04,876 - mmaction - INFO - Epoch [32][600/1879] lr: 8.958e-02, eta: 4 days, 8:56:06, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5977, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.0521 2021-07-08 05:38:22,020 - mmaction - INFO - Epoch [32][620/1879] lr: 8.961e-02, eta: 4 days, 8:55:42, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5824, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.0642 2021-07-08 05:38:39,188 - mmaction - INFO - Epoch [32][640/1879] lr: 8.964e-02, eta: 4 days, 8:55:19, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5809, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.9990 2021-07-08 05:38:56,438 - mmaction - INFO - Epoch [32][660/1879] lr: 8.966e-02, eta: 4 days, 8:54:57, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6078, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.9949 2021-07-08 05:39:13,506 - mmaction - INFO - Epoch [32][680/1879] lr: 8.969e-02, eta: 4 days, 8:54:33, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5699, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.9857 2021-07-08 05:39:30,662 - mmaction - INFO - Epoch [32][700/1879] lr: 8.972e-02, eta: 4 days, 8:54:10, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.5969, loss_cls: 2.9850, loss: 2.9850, grad_norm: 2.0244 2021-07-08 05:39:47,876 - mmaction - INFO - Epoch [32][720/1879] lr: 8.974e-02, eta: 4 days, 8:53:47, time: 0.860, data_time: 0.008, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5895, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.0510 2021-07-08 05:40:04,903 - mmaction - INFO - Epoch [32][740/1879] lr: 8.977e-02, eta: 4 days, 8:53:23, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5867, loss_cls: 3.0378, loss: 3.0378, grad_norm: 2.0796 2021-07-08 05:40:22,015 - mmaction - INFO - Epoch [32][760/1879] lr: 8.980e-02, eta: 4 days, 8:53:00, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5836, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.0438 2021-07-08 05:40:39,142 - mmaction - INFO - Epoch [32][780/1879] lr: 8.983e-02, eta: 4 days, 8:52:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5809, loss_cls: 3.0994, loss: 3.0994, grad_norm: 2.0426 2021-07-08 05:40:56,295 - mmaction - INFO - Epoch [32][800/1879] lr: 8.985e-02, eta: 4 days, 8:52:13, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5984, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.0576 2021-07-08 05:41:13,461 - mmaction - INFO - Epoch [32][820/1879] lr: 8.988e-02, eta: 4 days, 8:51:50, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5969, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.0636 2021-07-08 05:41:30,444 - mmaction - INFO - Epoch [32][840/1879] lr: 8.991e-02, eta: 4 days, 8:51:25, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5852, loss_cls: 3.0231, loss: 3.0231, grad_norm: 2.0547 2021-07-08 05:41:47,519 - mmaction - INFO - Epoch [32][860/1879] lr: 8.993e-02, eta: 4 days, 8:51:02, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6008, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.0455 2021-07-08 05:42:04,514 - mmaction - INFO - Epoch [32][880/1879] lr: 8.996e-02, eta: 4 days, 8:50:37, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5785, loss_cls: 3.1108, loss: 3.1108, grad_norm: 2.0417 2021-07-08 05:42:21,657 - mmaction - INFO - Epoch [32][900/1879] lr: 8.999e-02, eta: 4 days, 8:50:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.0619, loss: 3.0619, grad_norm: 2.0553 2021-07-08 05:42:38,717 - mmaction - INFO - Epoch [32][920/1879] lr: 9.002e-02, eta: 4 days, 8:49:50, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5965, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.0260 2021-07-08 05:42:55,989 - mmaction - INFO - Epoch [32][940/1879] lr: 9.004e-02, eta: 4 days, 8:49:28, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5957, loss_cls: 2.9996, loss: 2.9996, grad_norm: 2.0266 2021-07-08 05:43:13,064 - mmaction - INFO - Epoch [32][960/1879] lr: 9.007e-02, eta: 4 days, 8:49:04, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5930, loss_cls: 2.9725, loss: 2.9725, grad_norm: 2.0381 2021-07-08 05:43:30,245 - mmaction - INFO - Epoch [32][980/1879] lr: 9.010e-02, eta: 4 days, 8:48:41, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6039, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.0133 2021-07-08 05:43:47,418 - mmaction - INFO - Epoch [32][1000/1879] lr: 9.013e-02, eta: 4 days, 8:48:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.5965, loss_cls: 3.0053, loss: 3.0053, grad_norm: 2.0346 2021-07-08 05:44:04,592 - mmaction - INFO - Epoch [32][1020/1879] lr: 9.015e-02, eta: 4 days, 8:47:55, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5914, loss_cls: 2.9762, loss: 2.9762, grad_norm: 2.0452 2021-07-08 05:44:21,761 - mmaction - INFO - Epoch [32][1040/1879] lr: 9.018e-02, eta: 4 days, 8:47:32, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5910, loss_cls: 3.0181, loss: 3.0181, grad_norm: 2.0494 2021-07-08 05:44:38,692 - mmaction - INFO - Epoch [32][1060/1879] lr: 9.021e-02, eta: 4 days, 8:47:07, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5781, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.0894 2021-07-08 05:44:55,754 - mmaction - INFO - Epoch [32][1080/1879] lr: 9.023e-02, eta: 4 days, 8:46:44, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3375, top5_acc: 0.6012, loss_cls: 2.9921, loss: 2.9921, grad_norm: 2.0002 2021-07-08 05:45:12,802 - mmaction - INFO - Epoch [32][1100/1879] lr: 9.026e-02, eta: 4 days, 8:46:20, time: 0.855, data_time: 0.007, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5820, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.0312 2021-07-08 05:45:29,956 - mmaction - INFO - Epoch [32][1120/1879] lr: 9.029e-02, eta: 4 days, 8:45:57, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5930, loss_cls: 3.0403, loss: 3.0403, grad_norm: 2.0573 2021-07-08 05:45:47,000 - mmaction - INFO - Epoch [32][1140/1879] lr: 9.032e-02, eta: 4 days, 8:45:33, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5922, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.0328 2021-07-08 05:46:04,119 - mmaction - INFO - Epoch [32][1160/1879] lr: 9.034e-02, eta: 4 days, 8:45:10, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5953, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.0227 2021-07-08 05:46:21,175 - mmaction - INFO - Epoch [32][1180/1879] lr: 9.037e-02, eta: 4 days, 8:44:46, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5883, loss_cls: 2.9854, loss: 2.9854, grad_norm: 2.0277 2021-07-08 05:46:38,354 - mmaction - INFO - Epoch [32][1200/1879] lr: 9.040e-02, eta: 4 days, 8:44:23, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5914, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.0270 2021-07-08 05:46:55,232 - mmaction - INFO - Epoch [32][1220/1879] lr: 9.042e-02, eta: 4 days, 8:43:58, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5746, loss_cls: 3.0571, loss: 3.0571, grad_norm: 2.0461 2021-07-08 05:47:12,400 - mmaction - INFO - Epoch [32][1240/1879] lr: 9.045e-02, eta: 4 days, 8:43:35, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5918, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.0899 2021-07-08 05:47:29,447 - mmaction - INFO - Epoch [32][1260/1879] lr: 9.048e-02, eta: 4 days, 8:43:11, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.0776 2021-07-08 05:47:46,588 - mmaction - INFO - Epoch [32][1280/1879] lr: 9.051e-02, eta: 4 days, 8:42:48, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.5973, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.0279 2021-07-08 05:48:03,899 - mmaction - INFO - Epoch [32][1300/1879] lr: 9.053e-02, eta: 4 days, 8:42:26, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5773, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.0350 2021-07-08 05:48:20,913 - mmaction - INFO - Epoch [32][1320/1879] lr: 9.056e-02, eta: 4 days, 8:42:02, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5867, loss_cls: 3.0287, loss: 3.0287, grad_norm: 2.0467 2021-07-08 05:48:38,207 - mmaction - INFO - Epoch [32][1340/1879] lr: 9.059e-02, eta: 4 days, 8:41:40, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5848, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.0864 2021-07-08 05:48:55,183 - mmaction - INFO - Epoch [32][1360/1879] lr: 9.061e-02, eta: 4 days, 8:41:15, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3355, top5_acc: 0.6008, loss_cls: 2.9628, loss: 2.9628, grad_norm: 2.0033 2021-07-08 05:49:12,363 - mmaction - INFO - Epoch [32][1380/1879] lr: 9.064e-02, eta: 4 days, 8:40:52, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0497, loss: 3.0497, grad_norm: 2.0590 2021-07-08 05:49:29,425 - mmaction - INFO - Epoch [32][1400/1879] lr: 9.067e-02, eta: 4 days, 8:40:29, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5754, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.0241 2021-07-08 05:49:46,515 - mmaction - INFO - Epoch [32][1420/1879] lr: 9.070e-02, eta: 4 days, 8:40:05, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0563, loss: 3.0563, grad_norm: 2.0504 2021-07-08 05:50:03,575 - mmaction - INFO - Epoch [32][1440/1879] lr: 9.072e-02, eta: 4 days, 8:39:41, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5930, loss_cls: 3.0971, loss: 3.0971, grad_norm: 2.0099 2021-07-08 05:50:20,607 - mmaction - INFO - Epoch [32][1460/1879] lr: 9.075e-02, eta: 4 days, 8:39:18, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5809, loss_cls: 3.0547, loss: 3.0547, grad_norm: 2.0326 2021-07-08 05:50:37,606 - mmaction - INFO - Epoch [32][1480/1879] lr: 9.078e-02, eta: 4 days, 8:38:53, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5832, loss_cls: 3.0712, loss: 3.0712, grad_norm: 2.0384 2021-07-08 05:50:54,726 - mmaction - INFO - Epoch [32][1500/1879] lr: 9.080e-02, eta: 4 days, 8:38:30, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5930, loss_cls: 3.0324, loss: 3.0324, grad_norm: 2.0282 2021-07-08 05:51:11,780 - mmaction - INFO - Epoch [32][1520/1879] lr: 9.083e-02, eta: 4 days, 8:38:07, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5773, loss_cls: 3.0529, loss: 3.0529, grad_norm: 2.0369 2021-07-08 05:51:28,907 - mmaction - INFO - Epoch [32][1540/1879] lr: 9.086e-02, eta: 4 days, 8:37:43, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6137, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.0165 2021-07-08 05:51:46,064 - mmaction - INFO - Epoch [32][1560/1879] lr: 9.089e-02, eta: 4 days, 8:37:20, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5750, loss_cls: 3.0898, loss: 3.0898, grad_norm: 2.0213 2021-07-08 05:52:03,123 - mmaction - INFO - Epoch [32][1580/1879] lr: 9.091e-02, eta: 4 days, 8:36:57, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5770, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.0464 2021-07-08 05:52:20,204 - mmaction - INFO - Epoch [32][1600/1879] lr: 9.094e-02, eta: 4 days, 8:36:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5922, loss_cls: 3.0206, loss: 3.0206, grad_norm: 2.0313 2021-07-08 05:52:37,348 - mmaction - INFO - Epoch [32][1620/1879] lr: 9.097e-02, eta: 4 days, 8:36:10, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0540, loss: 3.0540, grad_norm: 2.0390 2021-07-08 05:52:54,322 - mmaction - INFO - Epoch [32][1640/1879] lr: 9.099e-02, eta: 4 days, 8:35:46, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5832, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.0430 2021-07-08 05:53:11,565 - mmaction - INFO - Epoch [32][1660/1879] lr: 9.102e-02, eta: 4 days, 8:35:23, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5980, loss_cls: 3.0000, loss: 3.0000, grad_norm: 2.0809 2021-07-08 05:53:28,664 - mmaction - INFO - Epoch [32][1680/1879] lr: 9.105e-02, eta: 4 days, 8:35:00, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6027, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.0201 2021-07-08 05:53:45,963 - mmaction - INFO - Epoch [32][1700/1879] lr: 9.108e-02, eta: 4 days, 8:34:38, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5816, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.0195 2021-07-08 05:54:03,041 - mmaction - INFO - Epoch [32][1720/1879] lr: 9.110e-02, eta: 4 days, 8:34:14, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6051, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.0414 2021-07-08 05:54:20,334 - mmaction - INFO - Epoch [32][1740/1879] lr: 9.113e-02, eta: 4 days, 8:33:52, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5980, loss_cls: 2.9768, loss: 2.9768, grad_norm: 2.0374 2021-07-08 05:54:37,276 - mmaction - INFO - Epoch [32][1760/1879] lr: 9.116e-02, eta: 4 days, 8:33:28, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5848, loss_cls: 3.0268, loss: 3.0268, grad_norm: 2.0189 2021-07-08 05:54:54,505 - mmaction - INFO - Epoch [32][1780/1879] lr: 9.118e-02, eta: 4 days, 8:33:05, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5934, loss_cls: 3.0070, loss: 3.0070, grad_norm: 2.0578 2021-07-08 05:55:11,720 - mmaction - INFO - Epoch [32][1800/1879] lr: 9.121e-02, eta: 4 days, 8:32:43, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5680, loss_cls: 3.0650, loss: 3.0650, grad_norm: 2.0312 2021-07-08 05:55:28,828 - mmaction - INFO - Epoch [32][1820/1879] lr: 9.124e-02, eta: 4 days, 8:32:20, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6051, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.0442 2021-07-08 05:55:45,974 - mmaction - INFO - Epoch [32][1840/1879] lr: 9.127e-02, eta: 4 days, 8:31:57, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5934, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.0291 2021-07-08 05:56:03,079 - mmaction - INFO - Epoch [32][1860/1879] lr: 9.129e-02, eta: 4 days, 8:31:33, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6051, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.9983 2021-07-08 05:56:26,674 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 05:56:26,678 - mmaction - INFO - 106 BN found 2021-07-08 06:01:01,685 - mmaction - INFO - BN stats updated 2021-07-08 06:01:03,706 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-07-08 06:03:33,347 - mmaction - INFO - Epoch [33][20/1879] lr: 9.113e-02, eta: 4 days, 8:43:05, time: 6.940, data_time: 6.038, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5961, loss_cls: 2.9950, loss: 2.9950, grad_norm: 2.0844 2021-07-08 06:03:49,833 - mmaction - INFO - Epoch [33][40/1879] lr: 9.115e-02, eta: 4 days, 8:42:37, time: 0.823, data_time: 0.005, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5996, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.0579 2021-07-08 06:04:06,365 - mmaction - INFO - Epoch [33][60/1879] lr: 9.118e-02, eta: 4 days, 8:42:10, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6125, loss_cls: 2.9061, loss: 2.9061, grad_norm: 1.9845 2021-07-08 06:04:22,971 - mmaction - INFO - Epoch [33][80/1879] lr: 9.121e-02, eta: 4 days, 8:41:43, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6070, loss_cls: 2.9365, loss: 2.9365, grad_norm: 2.0156 2021-07-08 06:04:39,564 - mmaction - INFO - Epoch [33][100/1879] lr: 9.124e-02, eta: 4 days, 8:41:15, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.8949, loss: 2.8949, grad_norm: 2.0446 2021-07-08 06:04:56,198 - mmaction - INFO - Epoch [33][120/1879] lr: 9.126e-02, eta: 4 days, 8:40:49, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5914, loss_cls: 3.0317, loss: 3.0317, grad_norm: 2.0678 2021-07-08 06:05:13,039 - mmaction - INFO - Epoch [33][140/1879] lr: 9.129e-02, eta: 4 days, 8:40:23, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5965, loss_cls: 2.9899, loss: 2.9899, grad_norm: 2.0471 2021-07-08 06:05:29,954 - mmaction - INFO - Epoch [33][160/1879] lr: 9.132e-02, eta: 4 days, 8:39:59, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5984, loss_cls: 2.9680, loss: 2.9680, grad_norm: 2.0151 2021-07-08 06:05:46,788 - mmaction - INFO - Epoch [33][180/1879] lr: 9.134e-02, eta: 4 days, 8:39:33, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.5945, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.0795 2021-07-08 06:06:03,694 - mmaction - INFO - Epoch [33][200/1879] lr: 9.137e-02, eta: 4 days, 8:39:08, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5777, loss_cls: 3.0834, loss: 3.0834, grad_norm: 2.0964 2021-07-08 06:06:20,729 - mmaction - INFO - Epoch [33][220/1879] lr: 9.140e-02, eta: 4 days, 8:38:44, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5922, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.9883 2021-07-08 06:06:37,505 - mmaction - INFO - Epoch [33][240/1879] lr: 9.143e-02, eta: 4 days, 8:38:18, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5859, loss_cls: 3.0132, loss: 3.0132, grad_norm: 2.0318 2021-07-08 06:06:54,648 - mmaction - INFO - Epoch [33][260/1879] lr: 9.145e-02, eta: 4 days, 8:37:55, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.0415 2021-07-08 06:07:11,967 - mmaction - INFO - Epoch [33][280/1879] lr: 9.148e-02, eta: 4 days, 8:37:33, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5961, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.0537 2021-07-08 06:07:28,845 - mmaction - INFO - Epoch [33][300/1879] lr: 9.151e-02, eta: 4 days, 8:37:08, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5914, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.0297 2021-07-08 06:07:45,935 - mmaction - INFO - Epoch [33][320/1879] lr: 9.153e-02, eta: 4 days, 8:36:45, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3367, top5_acc: 0.6004, loss_cls: 3.0211, loss: 3.0211, grad_norm: 2.0011 2021-07-08 06:08:03,003 - mmaction - INFO - Epoch [33][340/1879] lr: 9.156e-02, eta: 4 days, 8:36:21, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.0181 2021-07-08 06:08:20,058 - mmaction - INFO - Epoch [33][360/1879] lr: 9.159e-02, eta: 4 days, 8:35:57, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5996, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.0484 2021-07-08 06:08:37,184 - mmaction - INFO - Epoch [33][380/1879] lr: 9.161e-02, eta: 4 days, 8:35:33, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6176, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.0047 2021-07-08 06:08:54,221 - mmaction - INFO - Epoch [33][400/1879] lr: 9.164e-02, eta: 4 days, 8:35:10, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5801, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.0418 2021-07-08 06:09:11,355 - mmaction - INFO - Epoch [33][420/1879] lr: 9.167e-02, eta: 4 days, 8:34:46, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6094, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.0193 2021-07-08 06:09:28,366 - mmaction - INFO - Epoch [33][440/1879] lr: 9.170e-02, eta: 4 days, 8:34:22, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5941, loss_cls: 3.0233, loss: 3.0233, grad_norm: 2.0726 2021-07-08 06:09:45,422 - mmaction - INFO - Epoch [33][460/1879] lr: 9.172e-02, eta: 4 days, 8:33:58, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6012, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.0307 2021-07-08 06:10:02,397 - mmaction - INFO - Epoch [33][480/1879] lr: 9.175e-02, eta: 4 days, 8:33:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6027, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.0403 2021-07-08 06:10:19,697 - mmaction - INFO - Epoch [33][500/1879] lr: 9.178e-02, eta: 4 days, 8:33:12, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5930, loss_cls: 3.0065, loss: 3.0065, grad_norm: 2.0770 2021-07-08 06:10:36,782 - mmaction - INFO - Epoch [33][520/1879] lr: 9.180e-02, eta: 4 days, 8:32:48, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6059, loss_cls: 3.0021, loss: 3.0021, grad_norm: 2.0618 2021-07-08 06:10:53,932 - mmaction - INFO - Epoch [33][540/1879] lr: 9.183e-02, eta: 4 days, 8:32:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3332, top5_acc: 0.6051, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.0636 2021-07-08 06:11:11,154 - mmaction - INFO - Epoch [33][560/1879] lr: 9.186e-02, eta: 4 days, 8:32:02, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.5930, loss_cls: 3.0084, loss: 3.0084, grad_norm: 2.0499 2021-07-08 06:11:28,300 - mmaction - INFO - Epoch [33][580/1879] lr: 9.189e-02, eta: 4 days, 8:31:39, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5973, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.0372 2021-07-08 06:11:45,489 - mmaction - INFO - Epoch [33][600/1879] lr: 9.191e-02, eta: 4 days, 8:31:16, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5809, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.0456 2021-07-08 06:12:02,719 - mmaction - INFO - Epoch [33][620/1879] lr: 9.194e-02, eta: 4 days, 8:30:54, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5973, loss_cls: 2.9812, loss: 2.9812, grad_norm: 2.0431 2021-07-08 06:12:19,848 - mmaction - INFO - Epoch [33][640/1879] lr: 9.197e-02, eta: 4 days, 8:30:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5687, loss_cls: 3.1274, loss: 3.1274, grad_norm: 2.0154 2021-07-08 06:12:36,952 - mmaction - INFO - Epoch [33][660/1879] lr: 9.199e-02, eta: 4 days, 8:30:07, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.6012, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.9936 2021-07-08 06:12:54,044 - mmaction - INFO - Epoch [33][680/1879] lr: 9.202e-02, eta: 4 days, 8:29:44, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5828, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.0322 2021-07-08 06:13:11,369 - mmaction - INFO - Epoch [33][700/1879] lr: 9.205e-02, eta: 4 days, 8:29:22, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5988, loss_cls: 2.9917, loss: 2.9917, grad_norm: 1.9890 2021-07-08 06:13:28,580 - mmaction - INFO - Epoch [33][720/1879] lr: 9.208e-02, eta: 4 days, 8:28:59, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5891, loss_cls: 3.0424, loss: 3.0424, grad_norm: 2.0191 2021-07-08 06:13:45,804 - mmaction - INFO - Epoch [33][740/1879] lr: 9.210e-02, eta: 4 days, 8:28:36, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.9239, loss: 2.9239, grad_norm: 2.0096 2021-07-08 06:14:03,065 - mmaction - INFO - Epoch [33][760/1879] lr: 9.213e-02, eta: 4 days, 8:28:14, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5910, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.0431 2021-07-08 06:14:20,345 - mmaction - INFO - Epoch [33][780/1879] lr: 9.216e-02, eta: 4 days, 8:27:52, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5926, loss_cls: 3.0285, loss: 3.0285, grad_norm: 2.0608 2021-07-08 06:14:37,408 - mmaction - INFO - Epoch [33][800/1879] lr: 9.218e-02, eta: 4 days, 8:27:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5973, loss_cls: 3.0193, loss: 3.0193, grad_norm: 2.0467 2021-07-08 06:14:54,504 - mmaction - INFO - Epoch [33][820/1879] lr: 9.221e-02, eta: 4 days, 8:27:04, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5660, loss_cls: 3.1160, loss: 3.1160, grad_norm: 2.0480 2021-07-08 06:15:11,640 - mmaction - INFO - Epoch [33][840/1879] lr: 9.224e-02, eta: 4 days, 8:26:41, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5910, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.9785 2021-07-08 06:15:28,882 - mmaction - INFO - Epoch [33][860/1879] lr: 9.227e-02, eta: 4 days, 8:26:19, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5957, loss_cls: 3.0266, loss: 3.0266, grad_norm: 2.0409 2021-07-08 06:15:46,039 - mmaction - INFO - Epoch [33][880/1879] lr: 9.229e-02, eta: 4 days, 8:25:56, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5918, loss_cls: 3.0220, loss: 3.0220, grad_norm: 2.0638 2021-07-08 06:16:03,317 - mmaction - INFO - Epoch [33][900/1879] lr: 9.232e-02, eta: 4 days, 8:25:34, time: 0.864, data_time: 0.008, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5969, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.0066 2021-07-08 06:16:20,391 - mmaction - INFO - Epoch [33][920/1879] lr: 9.235e-02, eta: 4 days, 8:25:10, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5965, loss_cls: 3.0044, loss: 3.0044, grad_norm: 2.0341 2021-07-08 06:16:37,600 - mmaction - INFO - Epoch [33][940/1879] lr: 9.237e-02, eta: 4 days, 8:24:47, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5926, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.0393 2021-07-08 06:16:54,785 - mmaction - INFO - Epoch [33][960/1879] lr: 9.240e-02, eta: 4 days, 8:24:25, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6090, loss_cls: 2.9690, loss: 2.9690, grad_norm: 2.0050 2021-07-08 06:17:11,847 - mmaction - INFO - Epoch [33][980/1879] lr: 9.243e-02, eta: 4 days, 8:24:01, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6043, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.0004 2021-07-08 06:17:28,921 - mmaction - INFO - Epoch [33][1000/1879] lr: 9.246e-02, eta: 4 days, 8:23:37, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5809, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.0714 2021-07-08 06:17:46,067 - mmaction - INFO - Epoch [33][1020/1879] lr: 9.248e-02, eta: 4 days, 8:23:14, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6043, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.0262 2021-07-08 06:18:03,333 - mmaction - INFO - Epoch [33][1040/1879] lr: 9.251e-02, eta: 4 days, 8:22:52, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5883, loss_cls: 3.0086, loss: 3.0086, grad_norm: 2.0582 2021-07-08 06:18:20,412 - mmaction - INFO - Epoch [33][1060/1879] lr: 9.254e-02, eta: 4 days, 8:22:28, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5848, loss_cls: 3.0071, loss: 3.0071, grad_norm: 2.0028 2021-07-08 06:18:37,454 - mmaction - INFO - Epoch [33][1080/1879] lr: 9.256e-02, eta: 4 days, 8:22:05, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5871, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.0017 2021-07-08 06:18:54,579 - mmaction - INFO - Epoch [33][1100/1879] lr: 9.259e-02, eta: 4 days, 8:21:41, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5926, loss_cls: 2.9932, loss: 2.9932, grad_norm: 1.9931 2021-07-08 06:19:11,684 - mmaction - INFO - Epoch [33][1120/1879] lr: 9.262e-02, eta: 4 days, 8:21:18, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5930, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.0911 2021-07-08 06:19:28,711 - mmaction - INFO - Epoch [33][1140/1879] lr: 9.264e-02, eta: 4 days, 8:20:54, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.0661 2021-07-08 06:19:45,948 - mmaction - INFO - Epoch [33][1160/1879] lr: 9.267e-02, eta: 4 days, 8:20:32, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.0479, loss: 3.0479, grad_norm: 2.0317 2021-07-08 06:20:02,950 - mmaction - INFO - Epoch [33][1180/1879] lr: 9.270e-02, eta: 4 days, 8:20:08, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5758, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.9978 2021-07-08 06:20:20,165 - mmaction - INFO - Epoch [33][1200/1879] lr: 9.273e-02, eta: 4 days, 8:19:45, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5848, loss_cls: 3.0641, loss: 3.0641, grad_norm: 2.0044 2021-07-08 06:20:37,378 - mmaction - INFO - Epoch [33][1220/1879] lr: 9.275e-02, eta: 4 days, 8:19:23, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5957, loss_cls: 3.0342, loss: 3.0342, grad_norm: 2.0540 2021-07-08 06:20:54,503 - mmaction - INFO - Epoch [33][1240/1879] lr: 9.278e-02, eta: 4 days, 8:18:59, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5879, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.0161 2021-07-08 06:21:11,574 - mmaction - INFO - Epoch [33][1260/1879] lr: 9.281e-02, eta: 4 days, 8:18:35, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5918, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.9858 2021-07-08 06:21:28,840 - mmaction - INFO - Epoch [33][1280/1879] lr: 9.283e-02, eta: 4 days, 8:18:14, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6082, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.0052 2021-07-08 06:21:45,871 - mmaction - INFO - Epoch [33][1300/1879] lr: 9.286e-02, eta: 4 days, 8:17:50, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5867, loss_cls: 3.0545, loss: 3.0545, grad_norm: 2.0401 2021-07-08 06:22:02,892 - mmaction - INFO - Epoch [33][1320/1879] lr: 9.289e-02, eta: 4 days, 8:17:26, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5875, loss_cls: 3.0542, loss: 3.0542, grad_norm: 2.0340 2021-07-08 06:22:20,113 - mmaction - INFO - Epoch [33][1340/1879] lr: 9.292e-02, eta: 4 days, 8:17:03, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5980, loss_cls: 2.9428, loss: 2.9428, grad_norm: 1.9611 2021-07-08 06:22:37,371 - mmaction - INFO - Epoch [33][1360/1879] lr: 9.294e-02, eta: 4 days, 8:16:41, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.0351 2021-07-08 06:22:54,559 - mmaction - INFO - Epoch [33][1380/1879] lr: 9.297e-02, eta: 4 days, 8:16:18, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5875, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.0023 2021-07-08 06:23:11,740 - mmaction - INFO - Epoch [33][1400/1879] lr: 9.300e-02, eta: 4 days, 8:15:56, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6023, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.0582 2021-07-08 06:23:28,887 - mmaction - INFO - Epoch [33][1420/1879] lr: 9.302e-02, eta: 4 days, 8:15:33, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5961, loss_cls: 2.9915, loss: 2.9915, grad_norm: 2.0458 2021-07-08 06:23:46,097 - mmaction - INFO - Epoch [33][1440/1879] lr: 9.305e-02, eta: 4 days, 8:15:10, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3359, top5_acc: 0.6059, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.0255 2021-07-08 06:24:03,245 - mmaction - INFO - Epoch [33][1460/1879] lr: 9.308e-02, eta: 4 days, 8:14:47, time: 0.862, data_time: 0.010, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5938, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.0320 2021-07-08 06:24:20,453 - mmaction - INFO - Epoch [33][1480/1879] lr: 9.311e-02, eta: 4 days, 8:14:25, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5906, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.9484 2021-07-08 06:24:37,548 - mmaction - INFO - Epoch [33][1500/1879] lr: 9.313e-02, eta: 4 days, 8:14:01, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6039, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.9890 2021-07-08 06:24:54,733 - mmaction - INFO - Epoch [33][1520/1879] lr: 9.316e-02, eta: 4 days, 8:13:38, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5887, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.0646 2021-07-08 06:25:11,952 - mmaction - INFO - Epoch [33][1540/1879] lr: 9.319e-02, eta: 4 days, 8:13:16, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5793, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.0328 2021-07-08 06:25:28,924 - mmaction - INFO - Epoch [33][1560/1879] lr: 9.321e-02, eta: 4 days, 8:12:52, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5887, loss_cls: 2.9999, loss: 2.9999, grad_norm: 2.0070 2021-07-08 06:25:46,017 - mmaction - INFO - Epoch [33][1580/1879] lr: 9.324e-02, eta: 4 days, 8:12:29, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5887, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.0244 2021-07-08 06:26:03,255 - mmaction - INFO - Epoch [33][1600/1879] lr: 9.327e-02, eta: 4 days, 8:12:06, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5969, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.0503 2021-07-08 06:26:20,426 - mmaction - INFO - Epoch [33][1620/1879] lr: 9.330e-02, eta: 4 days, 8:11:43, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3414, top5_acc: 0.6035, loss_cls: 2.9894, loss: 2.9894, grad_norm: 2.0256 2021-07-08 06:26:37,575 - mmaction - INFO - Epoch [33][1640/1879] lr: 9.332e-02, eta: 4 days, 8:11:20, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5930, loss_cls: 3.0181, loss: 3.0181, grad_norm: 2.0420 2021-07-08 06:26:54,555 - mmaction - INFO - Epoch [33][1660/1879] lr: 9.335e-02, eta: 4 days, 8:10:57, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5793, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.0504 2021-07-08 06:27:11,766 - mmaction - INFO - Epoch [33][1680/1879] lr: 9.338e-02, eta: 4 days, 8:10:34, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5863, loss_cls: 3.1015, loss: 3.1015, grad_norm: 2.0410 2021-07-08 06:27:28,919 - mmaction - INFO - Epoch [33][1700/1879] lr: 9.340e-02, eta: 4 days, 8:10:11, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.9983 2021-07-08 06:27:45,973 - mmaction - INFO - Epoch [33][1720/1879] lr: 9.343e-02, eta: 4 days, 8:09:47, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6023, loss_cls: 2.9335, loss: 2.9335, grad_norm: 1.9769 2021-07-08 06:28:03,073 - mmaction - INFO - Epoch [33][1740/1879] lr: 9.346e-02, eta: 4 days, 8:09:24, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6059, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.0460 2021-07-08 06:28:20,079 - mmaction - INFO - Epoch [33][1760/1879] lr: 9.349e-02, eta: 4 days, 8:09:00, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5906, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.0807 2021-07-08 06:28:37,132 - mmaction - INFO - Epoch [33][1780/1879] lr: 9.351e-02, eta: 4 days, 8:08:37, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5910, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.0071 2021-07-08 06:28:54,321 - mmaction - INFO - Epoch [33][1800/1879] lr: 9.354e-02, eta: 4 days, 8:08:14, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5859, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.0215 2021-07-08 06:29:11,337 - mmaction - INFO - Epoch [33][1820/1879] lr: 9.357e-02, eta: 4 days, 8:07:50, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5930, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.0469 2021-07-08 06:29:28,308 - mmaction - INFO - Epoch [33][1840/1879] lr: 9.359e-02, eta: 4 days, 8:07:26, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5730, loss_cls: 3.0990, loss: 3.0990, grad_norm: 2.0712 2021-07-08 06:29:45,389 - mmaction - INFO - Epoch [33][1860/1879] lr: 9.362e-02, eta: 4 days, 8:07:03, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0092, loss: 3.0092, grad_norm: 1.9852 2021-07-08 06:30:14,101 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 06:30:14,105 - mmaction - INFO - 106 BN found 2021-07-08 06:34:47,095 - mmaction - INFO - BN stats updated 2021-07-08 06:37:19,775 - mmaction - INFO - Epoch [34][20/1879] lr: 9.344e-02, eta: 4 days, 8:19:29, time: 7.527, data_time: 6.609, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5840, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.0242 2021-07-08 06:37:36,248 - mmaction - INFO - Epoch [34][40/1879] lr: 9.347e-02, eta: 4 days, 8:19:02, time: 0.828, data_time: 0.007, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5930, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.9790 2021-07-08 06:37:52,744 - mmaction - INFO - Epoch [34][60/1879] lr: 9.350e-02, eta: 4 days, 8:18:34, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5945, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.9797 2021-07-08 06:38:09,237 - mmaction - INFO - Epoch [34][80/1879] lr: 9.352e-02, eta: 4 days, 8:18:07, time: 0.825, data_time: 0.002, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6055, loss_cls: 2.9208, loss: 2.9208, grad_norm: 2.0613 2021-07-08 06:38:25,881 - mmaction - INFO - Epoch [34][100/1879] lr: 9.355e-02, eta: 4 days, 8:17:40, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.0462 2021-07-08 06:38:42,686 - mmaction - INFO - Epoch [34][120/1879] lr: 9.358e-02, eta: 4 days, 8:17:15, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6023, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.0964 2021-07-08 06:38:59,450 - mmaction - INFO - Epoch [34][140/1879] lr: 9.360e-02, eta: 4 days, 8:16:49, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5949, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.0130 2021-07-08 06:39:16,198 - mmaction - INFO - Epoch [34][160/1879] lr: 9.363e-02, eta: 4 days, 8:16:23, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5895, loss_cls: 2.9940, loss: 2.9940, grad_norm: 2.0122 2021-07-08 06:39:33,051 - mmaction - INFO - Epoch [34][180/1879] lr: 9.366e-02, eta: 4 days, 8:15:58, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6012, loss_cls: 2.9525, loss: 2.9525, grad_norm: 2.0086 2021-07-08 06:39:49,882 - mmaction - INFO - Epoch [34][200/1879] lr: 9.368e-02, eta: 4 days, 8:15:33, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5855, loss_cls: 3.0744, loss: 3.0744, grad_norm: 2.0773 2021-07-08 06:40:07,044 - mmaction - INFO - Epoch [34][220/1879] lr: 9.371e-02, eta: 4 days, 8:15:09, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6094, loss_cls: 2.9498, loss: 2.9498, grad_norm: 2.0380 2021-07-08 06:40:24,179 - mmaction - INFO - Epoch [34][240/1879] lr: 9.374e-02, eta: 4 days, 8:14:46, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6090, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.0829 2021-07-08 06:40:41,198 - mmaction - INFO - Epoch [34][260/1879] lr: 9.377e-02, eta: 4 days, 8:14:22, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6105, loss_cls: 2.9571, loss: 2.9571, grad_norm: 1.9909 2021-07-08 06:40:58,071 - mmaction - INFO - Epoch [34][280/1879] lr: 9.379e-02, eta: 4 days, 8:13:57, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5895, loss_cls: 3.0515, loss: 3.0515, grad_norm: 2.0545 2021-07-08 06:41:14,951 - mmaction - INFO - Epoch [34][300/1879] lr: 9.382e-02, eta: 4 days, 8:13:33, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6027, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.9948 2021-07-08 06:41:31,942 - mmaction - INFO - Epoch [34][320/1879] lr: 9.385e-02, eta: 4 days, 8:13:08, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5965, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.0575 2021-07-08 06:41:48,905 - mmaction - INFO - Epoch [34][340/1879] lr: 9.387e-02, eta: 4 days, 8:12:44, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5965, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.0227 2021-07-08 06:42:05,914 - mmaction - INFO - Epoch [34][360/1879] lr: 9.390e-02, eta: 4 days, 8:12:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6215, loss_cls: 2.9155, loss: 2.9155, grad_norm: 2.0625 2021-07-08 06:42:23,012 - mmaction - INFO - Epoch [34][380/1879] lr: 9.393e-02, eta: 4 days, 8:11:56, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6035, loss_cls: 2.9582, loss: 2.9582, grad_norm: 2.0214 2021-07-08 06:42:40,143 - mmaction - INFO - Epoch [34][400/1879] lr: 9.396e-02, eta: 4 days, 8:11:33, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5977, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.0501 2021-07-08 06:42:57,162 - mmaction - INFO - Epoch [34][420/1879] lr: 9.398e-02, eta: 4 days, 8:11:09, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5918, loss_cls: 3.0153, loss: 3.0153, grad_norm: 2.0470 2021-07-08 06:43:14,107 - mmaction - INFO - Epoch [34][440/1879] lr: 9.401e-02, eta: 4 days, 8:10:44, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6195, loss_cls: 2.9048, loss: 2.9048, grad_norm: 2.0625 2021-07-08 06:43:31,187 - mmaction - INFO - Epoch [34][460/1879] lr: 9.404e-02, eta: 4 days, 8:10:21, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5852, loss_cls: 3.0244, loss: 3.0244, grad_norm: 2.0340 2021-07-08 06:43:48,120 - mmaction - INFO - Epoch [34][480/1879] lr: 9.406e-02, eta: 4 days, 8:09:57, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9249, loss: 2.9249, grad_norm: 2.0350 2021-07-08 06:44:05,218 - mmaction - INFO - Epoch [34][500/1879] lr: 9.409e-02, eta: 4 days, 8:09:33, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5871, loss_cls: 3.0107, loss: 3.0107, grad_norm: 2.0713 2021-07-08 06:44:22,167 - mmaction - INFO - Epoch [34][520/1879] lr: 9.412e-02, eta: 4 days, 8:09:09, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6027, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.0381 2021-07-08 06:44:39,324 - mmaction - INFO - Epoch [34][540/1879] lr: 9.414e-02, eta: 4 days, 8:08:46, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6012, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.9960 2021-07-08 06:44:56,268 - mmaction - INFO - Epoch [34][560/1879] lr: 9.417e-02, eta: 4 days, 8:08:21, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6137, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.0286 2021-07-08 06:45:13,479 - mmaction - INFO - Epoch [34][580/1879] lr: 9.420e-02, eta: 4 days, 8:07:58, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5859, loss_cls: 3.0601, loss: 3.0601, grad_norm: 2.0058 2021-07-08 06:45:30,723 - mmaction - INFO - Epoch [34][600/1879] lr: 9.423e-02, eta: 4 days, 8:07:36, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5879, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.9989 2021-07-08 06:45:47,764 - mmaction - INFO - Epoch [34][620/1879] lr: 9.425e-02, eta: 4 days, 8:07:13, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5926, loss_cls: 3.0095, loss: 3.0095, grad_norm: 2.0005 2021-07-08 06:46:04,996 - mmaction - INFO - Epoch [34][640/1879] lr: 9.428e-02, eta: 4 days, 8:06:50, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5895, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.9849 2021-07-08 06:46:22,107 - mmaction - INFO - Epoch [34][660/1879] lr: 9.431e-02, eta: 4 days, 8:06:27, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.0186 2021-07-08 06:46:39,191 - mmaction - INFO - Epoch [34][680/1879] lr: 9.433e-02, eta: 4 days, 8:06:03, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5996, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.0379 2021-07-08 06:46:56,318 - mmaction - INFO - Epoch [34][700/1879] lr: 9.436e-02, eta: 4 days, 8:05:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.9663 2021-07-08 06:47:13,416 - mmaction - INFO - Epoch [34][720/1879] lr: 9.439e-02, eta: 4 days, 8:05:17, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5871, loss_cls: 3.0237, loss: 3.0237, grad_norm: 2.0279 2021-07-08 06:47:30,387 - mmaction - INFO - Epoch [34][740/1879] lr: 9.441e-02, eta: 4 days, 8:04:52, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6066, loss_cls: 2.9760, loss: 2.9760, grad_norm: 2.1045 2021-07-08 06:47:47,342 - mmaction - INFO - Epoch [34][760/1879] lr: 9.444e-02, eta: 4 days, 8:04:28, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.0612 2021-07-08 06:48:04,248 - mmaction - INFO - Epoch [34][780/1879] lr: 9.447e-02, eta: 4 days, 8:04:03, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6051, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.0146 2021-07-08 06:48:21,329 - mmaction - INFO - Epoch [34][800/1879] lr: 9.450e-02, eta: 4 days, 8:03:40, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5828, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.9777 2021-07-08 06:48:38,502 - mmaction - INFO - Epoch [34][820/1879] lr: 9.452e-02, eta: 4 days, 8:03:17, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5871, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.9248 2021-07-08 06:48:55,497 - mmaction - INFO - Epoch [34][840/1879] lr: 9.455e-02, eta: 4 days, 8:02:53, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5996, loss_cls: 2.9612, loss: 2.9612, grad_norm: 1.9763 2021-07-08 06:49:12,621 - mmaction - INFO - Epoch [34][860/1879] lr: 9.458e-02, eta: 4 days, 8:02:30, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5945, loss_cls: 3.0254, loss: 3.0254, grad_norm: 2.0076 2021-07-08 06:49:29,709 - mmaction - INFO - Epoch [34][880/1879] lr: 9.460e-02, eta: 4 days, 8:02:07, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6004, loss_cls: 2.9859, loss: 2.9859, grad_norm: 2.0186 2021-07-08 06:49:46,845 - mmaction - INFO - Epoch [34][900/1879] lr: 9.463e-02, eta: 4 days, 8:01:43, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6016, loss_cls: 2.9741, loss: 2.9741, grad_norm: 1.9972 2021-07-08 06:50:03,892 - mmaction - INFO - Epoch [34][920/1879] lr: 9.466e-02, eta: 4 days, 8:01:20, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6039, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.0629 2021-07-08 06:50:21,028 - mmaction - INFO - Epoch [34][940/1879] lr: 9.469e-02, eta: 4 days, 8:00:57, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5871, loss_cls: 3.0683, loss: 3.0683, grad_norm: 2.0443 2021-07-08 06:50:38,133 - mmaction - INFO - Epoch [34][960/1879] lr: 9.471e-02, eta: 4 days, 8:00:33, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6082, loss_cls: 2.9646, loss: 2.9646, grad_norm: 2.0553 2021-07-08 06:50:55,288 - mmaction - INFO - Epoch [34][980/1879] lr: 9.474e-02, eta: 4 days, 8:00:10, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5844, loss_cls: 3.0748, loss: 3.0748, grad_norm: 2.0856 2021-07-08 06:51:12,575 - mmaction - INFO - Epoch [34][1000/1879] lr: 9.477e-02, eta: 4 days, 7:59:48, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5945, loss_cls: 3.0212, loss: 3.0212, grad_norm: 2.0124 2021-07-08 06:51:29,627 - mmaction - INFO - Epoch [34][1020/1879] lr: 9.479e-02, eta: 4 days, 7:59:25, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5848, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.9973 2021-07-08 06:51:46,613 - mmaction - INFO - Epoch [34][1040/1879] lr: 9.482e-02, eta: 4 days, 7:59:01, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5816, loss_cls: 3.0446, loss: 3.0446, grad_norm: 2.0717 2021-07-08 06:52:03,826 - mmaction - INFO - Epoch [34][1060/1879] lr: 9.485e-02, eta: 4 days, 7:58:38, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5855, loss_cls: 3.0634, loss: 3.0634, grad_norm: 2.0058 2021-07-08 06:52:20,978 - mmaction - INFO - Epoch [34][1080/1879] lr: 9.487e-02, eta: 4 days, 7:58:15, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5883, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.9979 2021-07-08 06:52:38,273 - mmaction - INFO - Epoch [34][1100/1879] lr: 9.490e-02, eta: 4 days, 7:57:53, time: 0.868, data_time: 0.007, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.9833 2021-07-08 06:52:55,389 - mmaction - INFO - Epoch [34][1120/1879] lr: 9.493e-02, eta: 4 days, 7:57:30, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5824, loss_cls: 3.0332, loss: 3.0332, grad_norm: 2.0148 2021-07-08 06:53:12,611 - mmaction - INFO - Epoch [34][1140/1879] lr: 9.496e-02, eta: 4 days, 7:57:07, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5891, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.9988 2021-07-08 06:53:29,714 - mmaction - INFO - Epoch [34][1160/1879] lr: 9.498e-02, eta: 4 days, 7:56:44, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6020, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.9794 2021-07-08 06:53:46,797 - mmaction - INFO - Epoch [34][1180/1879] lr: 9.501e-02, eta: 4 days, 7:56:21, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0139, loss: 3.0139, grad_norm: 2.0441 2021-07-08 06:54:03,800 - mmaction - INFO - Epoch [34][1200/1879] lr: 9.504e-02, eta: 4 days, 7:55:57, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5910, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.0116 2021-07-08 06:54:20,808 - mmaction - INFO - Epoch [34][1220/1879] lr: 9.506e-02, eta: 4 days, 7:55:33, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5914, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.9809 2021-07-08 06:54:37,799 - mmaction - INFO - Epoch [34][1240/1879] lr: 9.509e-02, eta: 4 days, 7:55:09, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.6023, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.0157 2021-07-08 06:54:54,973 - mmaction - INFO - Epoch [34][1260/1879] lr: 9.512e-02, eta: 4 days, 7:54:46, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5934, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.9936 2021-07-08 06:55:11,867 - mmaction - INFO - Epoch [34][1280/1879] lr: 9.514e-02, eta: 4 days, 7:54:22, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5789, loss_cls: 3.0851, loss: 3.0851, grad_norm: 2.0575 2021-07-08 06:55:29,046 - mmaction - INFO - Epoch [34][1300/1879] lr: 9.517e-02, eta: 4 days, 7:53:59, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5738, loss_cls: 3.0692, loss: 3.0692, grad_norm: 2.0160 2021-07-08 06:55:46,118 - mmaction - INFO - Epoch [34][1320/1879] lr: 9.520e-02, eta: 4 days, 7:53:36, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5816, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.9800 2021-07-08 06:56:03,146 - mmaction - INFO - Epoch [34][1340/1879] lr: 9.523e-02, eta: 4 days, 7:53:12, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5777, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.9460 2021-07-08 06:56:20,224 - mmaction - INFO - Epoch [34][1360/1879] lr: 9.525e-02, eta: 4 days, 7:52:49, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5809, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.9886 2021-07-08 06:56:37,424 - mmaction - INFO - Epoch [34][1380/1879] lr: 9.528e-02, eta: 4 days, 7:52:26, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.9849 2021-07-08 06:56:54,575 - mmaction - INFO - Epoch [34][1400/1879] lr: 9.531e-02, eta: 4 days, 7:52:03, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5723, loss_cls: 3.1230, loss: 3.1230, grad_norm: 2.0439 2021-07-08 06:57:11,746 - mmaction - INFO - Epoch [34][1420/1879] lr: 9.533e-02, eta: 4 days, 7:51:40, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.9884 2021-07-08 06:57:28,939 - mmaction - INFO - Epoch [34][1440/1879] lr: 9.536e-02, eta: 4 days, 7:51:18, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3414, top5_acc: 0.6027, loss_cls: 2.9831, loss: 2.9831, grad_norm: 2.0067 2021-07-08 06:57:45,930 - mmaction - INFO - Epoch [34][1460/1879] lr: 9.539e-02, eta: 4 days, 7:50:54, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.9955 2021-07-08 06:58:02,911 - mmaction - INFO - Epoch [34][1480/1879] lr: 9.541e-02, eta: 4 days, 7:50:30, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5836, loss_cls: 3.0757, loss: 3.0757, grad_norm: 2.0960 2021-07-08 06:58:19,886 - mmaction - INFO - Epoch [34][1500/1879] lr: 9.544e-02, eta: 4 days, 7:50:06, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5922, loss_cls: 3.0073, loss: 3.0073, grad_norm: 2.0176 2021-07-08 06:58:36,922 - mmaction - INFO - Epoch [34][1520/1879] lr: 9.547e-02, eta: 4 days, 7:49:42, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5918, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.9849 2021-07-08 06:58:53,764 - mmaction - INFO - Epoch [34][1540/1879] lr: 9.550e-02, eta: 4 days, 7:49:17, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5965, loss_cls: 2.9681, loss: 2.9681, grad_norm: 2.0566 2021-07-08 06:59:10,882 - mmaction - INFO - Epoch [34][1560/1879] lr: 9.552e-02, eta: 4 days, 7:48:54, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5758, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.0688 2021-07-08 06:59:27,902 - mmaction - INFO - Epoch [34][1580/1879] lr: 9.555e-02, eta: 4 days, 7:48:30, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5844, loss_cls: 3.0525, loss: 3.0525, grad_norm: 2.0120 2021-07-08 06:59:44,870 - mmaction - INFO - Epoch [34][1600/1879] lr: 9.558e-02, eta: 4 days, 7:48:06, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6004, loss_cls: 2.9768, loss: 2.9768, grad_norm: 2.0148 2021-07-08 07:00:01,990 - mmaction - INFO - Epoch [34][1620/1879] lr: 9.560e-02, eta: 4 days, 7:47:43, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5906, loss_cls: 3.0448, loss: 3.0448, grad_norm: 2.0089 2021-07-08 07:00:19,000 - mmaction - INFO - Epoch [34][1640/1879] lr: 9.563e-02, eta: 4 days, 7:47:19, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3414, top5_acc: 0.6082, loss_cls: 2.9612, loss: 2.9612, grad_norm: 2.0572 2021-07-08 07:00:35,983 - mmaction - INFO - Epoch [34][1660/1879] lr: 9.566e-02, eta: 4 days, 7:46:56, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5801, loss_cls: 3.0872, loss: 3.0872, grad_norm: 2.0803 2021-07-08 07:00:53,025 - mmaction - INFO - Epoch [34][1680/1879] lr: 9.569e-02, eta: 4 days, 7:46:32, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5941, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.9783 2021-07-08 07:01:09,995 - mmaction - INFO - Epoch [34][1700/1879] lr: 9.571e-02, eta: 4 days, 7:46:08, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5855, loss_cls: 3.0313, loss: 3.0313, grad_norm: 2.0453 2021-07-08 07:01:26,925 - mmaction - INFO - Epoch [34][1720/1879] lr: 9.574e-02, eta: 4 days, 7:45:44, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5863, loss_cls: 3.0603, loss: 3.0603, grad_norm: 2.0052 2021-07-08 07:01:44,031 - mmaction - INFO - Epoch [34][1740/1879] lr: 9.577e-02, eta: 4 days, 7:45:20, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5957, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.9880 2021-07-08 07:02:01,126 - mmaction - INFO - Epoch [34][1760/1879] lr: 9.579e-02, eta: 4 days, 7:44:58, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5922, loss_cls: 3.0075, loss: 3.0075, grad_norm: 2.0116 2021-07-08 07:02:18,260 - mmaction - INFO - Epoch [34][1780/1879] lr: 9.582e-02, eta: 4 days, 7:44:34, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5949, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.0538 2021-07-08 07:02:35,477 - mmaction - INFO - Epoch [34][1800/1879] lr: 9.585e-02, eta: 4 days, 7:44:12, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5844, loss_cls: 3.0140, loss: 3.0140, grad_norm: 2.0292 2021-07-08 07:02:52,515 - mmaction - INFO - Epoch [34][1820/1879] lr: 9.587e-02, eta: 4 days, 7:43:49, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5852, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.9874 2021-07-08 07:03:09,702 - mmaction - INFO - Epoch [34][1840/1879] lr: 9.590e-02, eta: 4 days, 7:43:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5949, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.9496 2021-07-08 07:03:26,711 - mmaction - INFO - Epoch [34][1860/1879] lr: 9.593e-02, eta: 4 days, 7:43:02, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9434, loss: 2.9434, grad_norm: 2.0087 2021-07-08 07:03:56,135 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 07:03:56,140 - mmaction - INFO - 106 BN found 2021-07-08 07:08:28,138 - mmaction - INFO - BN stats updated 2021-07-08 07:10:48,503 - mmaction - INFO - Epoch [35][20/1879] lr: 9.571e-02, eta: 4 days, 7:53:42, time: 6.916, data_time: 6.058, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 3.0031, loss: 3.0031, grad_norm: 2.0359 2021-07-08 07:11:04,973 - mmaction - INFO - Epoch [35][40/1879] lr: 9.571e-02, eta: 4 days, 7:53:15, time: 0.823, data_time: 0.008, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5922, loss_cls: 2.9993, loss: 2.9993, grad_norm: 2.0497 2021-07-08 07:11:21,439 - mmaction - INFO - Epoch [35][60/1879] lr: 9.571e-02, eta: 4 days, 7:52:47, time: 0.823, data_time: 0.002, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5828, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.0371 2021-07-08 07:11:37,956 - mmaction - INFO - Epoch [35][80/1879] lr: 9.571e-02, eta: 4 days, 7:52:20, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5781, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.0438 2021-07-08 07:11:54,565 - mmaction - INFO - Epoch [35][100/1879] lr: 9.571e-02, eta: 4 days, 7:51:54, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5988, loss_cls: 2.9826, loss: 2.9826, grad_norm: 1.9874 2021-07-08 07:12:11,289 - mmaction - INFO - Epoch [35][120/1879] lr: 9.571e-02, eta: 4 days, 7:51:28, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.9286, loss: 2.9286, grad_norm: 2.0195 2021-07-08 07:12:28,105 - mmaction - INFO - Epoch [35][140/1879] lr: 9.571e-02, eta: 4 days, 7:51:03, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5898, loss_cls: 3.0279, loss: 3.0279, grad_norm: 2.0437 2021-07-08 07:12:44,849 - mmaction - INFO - Epoch [35][160/1879] lr: 9.571e-02, eta: 4 days, 7:50:37, time: 0.837, data_time: 0.002, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5855, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.0284 2021-07-08 07:13:01,763 - mmaction - INFO - Epoch [35][180/1879] lr: 9.571e-02, eta: 4 days, 7:50:12, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6055, loss_cls: 2.9325, loss: 2.9325, grad_norm: 2.0326 2021-07-08 07:13:18,594 - mmaction - INFO - Epoch [35][200/1879] lr: 9.571e-02, eta: 4 days, 7:49:47, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6020, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.0397 2021-07-08 07:13:35,618 - mmaction - INFO - Epoch [35][220/1879] lr: 9.571e-02, eta: 4 days, 7:49:24, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5965, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.9642 2021-07-08 07:13:52,538 - mmaction - INFO - Epoch [35][240/1879] lr: 9.571e-02, eta: 4 days, 7:48:59, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5895, loss_cls: 3.0282, loss: 3.0282, grad_norm: 2.0264 2021-07-08 07:14:09,474 - mmaction - INFO - Epoch [35][260/1879] lr: 9.571e-02, eta: 4 days, 7:48:34, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6027, loss_cls: 2.9744, loss: 2.9744, grad_norm: 2.0245 2021-07-08 07:14:26,414 - mmaction - INFO - Epoch [35][280/1879] lr: 9.571e-02, eta: 4 days, 7:48:10, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5840, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.0377 2021-07-08 07:14:43,587 - mmaction - INFO - Epoch [35][300/1879] lr: 9.571e-02, eta: 4 days, 7:47:47, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5965, loss_cls: 2.9993, loss: 2.9993, grad_norm: 2.0047 2021-07-08 07:15:00,632 - mmaction - INFO - Epoch [35][320/1879] lr: 9.571e-02, eta: 4 days, 7:47:24, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5957, loss_cls: 2.9518, loss: 2.9518, grad_norm: 2.0469 2021-07-08 07:15:17,830 - mmaction - INFO - Epoch [35][340/1879] lr: 9.571e-02, eta: 4 days, 7:47:01, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6098, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.0576 2021-07-08 07:15:34,753 - mmaction - INFO - Epoch [35][360/1879] lr: 9.571e-02, eta: 4 days, 7:46:37, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6035, loss_cls: 2.9935, loss: 2.9935, grad_norm: 2.0089 2021-07-08 07:15:51,787 - mmaction - INFO - Epoch [35][380/1879] lr: 9.571e-02, eta: 4 days, 7:46:13, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5855, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.0089 2021-07-08 07:16:08,764 - mmaction - INFO - Epoch [35][400/1879] lr: 9.571e-02, eta: 4 days, 7:45:49, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5934, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.0293 2021-07-08 07:16:25,779 - mmaction - INFO - Epoch [35][420/1879] lr: 9.571e-02, eta: 4 days, 7:45:25, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6055, loss_cls: 2.9439, loss: 2.9439, grad_norm: 1.9939 2021-07-08 07:16:42,771 - mmaction - INFO - Epoch [35][440/1879] lr: 9.571e-02, eta: 4 days, 7:45:01, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5996, loss_cls: 2.9749, loss: 2.9749, grad_norm: 2.0323 2021-07-08 07:16:59,740 - mmaction - INFO - Epoch [35][460/1879] lr: 9.571e-02, eta: 4 days, 7:44:37, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3574, top5_acc: 0.5996, loss_cls: 2.9610, loss: 2.9610, grad_norm: 2.0630 2021-07-08 07:17:16,908 - mmaction - INFO - Epoch [35][480/1879] lr: 9.571e-02, eta: 4 days, 7:44:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5883, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.0653 2021-07-08 07:17:33,770 - mmaction - INFO - Epoch [35][500/1879] lr: 9.571e-02, eta: 4 days, 7:43:49, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5793, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.0543 2021-07-08 07:17:50,774 - mmaction - INFO - Epoch [35][520/1879] lr: 9.571e-02, eta: 4 days, 7:43:25, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5883, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.9470 2021-07-08 07:18:07,792 - mmaction - INFO - Epoch [35][540/1879] lr: 9.571e-02, eta: 4 days, 7:43:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5918, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.9964 2021-07-08 07:18:24,795 - mmaction - INFO - Epoch [35][560/1879] lr: 9.571e-02, eta: 4 days, 7:42:38, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5941, loss_cls: 2.9980, loss: 2.9980, grad_norm: 2.0127 2021-07-08 07:18:41,888 - mmaction - INFO - Epoch [35][580/1879] lr: 9.571e-02, eta: 4 days, 7:42:14, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5902, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.0388 2021-07-08 07:18:58,789 - mmaction - INFO - Epoch [35][600/1879] lr: 9.571e-02, eta: 4 days, 7:41:50, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.9963 2021-07-08 07:19:15,960 - mmaction - INFO - Epoch [35][620/1879] lr: 9.571e-02, eta: 4 days, 7:41:27, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6105, loss_cls: 2.8880, loss: 2.8880, grad_norm: 2.0025 2021-07-08 07:19:32,831 - mmaction - INFO - Epoch [35][640/1879] lr: 9.571e-02, eta: 4 days, 7:41:02, time: 0.842, data_time: 0.000, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6059, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.0409 2021-07-08 07:19:49,583 - mmaction - INFO - Epoch [35][660/1879] lr: 9.571e-02, eta: 4 days, 7:40:37, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5934, loss_cls: 3.0038, loss: 3.0038, grad_norm: 2.0559 2021-07-08 07:20:06,904 - mmaction - INFO - Epoch [35][680/1879] lr: 9.571e-02, eta: 4 days, 7:40:15, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6113, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.0114 2021-07-08 07:20:24,029 - mmaction - INFO - Epoch [35][700/1879] lr: 9.571e-02, eta: 4 days, 7:39:52, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9360, loss: 2.9360, grad_norm: 2.0464 2021-07-08 07:20:41,216 - mmaction - INFO - Epoch [35][720/1879] lr: 9.571e-02, eta: 4 days, 7:39:29, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5777, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.0817 2021-07-08 07:20:58,335 - mmaction - INFO - Epoch [35][740/1879] lr: 9.571e-02, eta: 4 days, 7:39:06, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5957, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.0581 2021-07-08 07:21:15,432 - mmaction - INFO - Epoch [35][760/1879] lr: 9.571e-02, eta: 4 days, 7:38:43, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6074, loss_cls: 2.9730, loss: 2.9730, grad_norm: 2.0322 2021-07-08 07:21:32,602 - mmaction - INFO - Epoch [35][780/1879] lr: 9.571e-02, eta: 4 days, 7:38:20, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6047, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.9901 2021-07-08 07:21:49,678 - mmaction - INFO - Epoch [35][800/1879] lr: 9.571e-02, eta: 4 days, 7:37:57, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5703, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.0341 2021-07-08 07:22:06,917 - mmaction - INFO - Epoch [35][820/1879] lr: 9.571e-02, eta: 4 days, 7:37:34, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5820, loss_cls: 3.0564, loss: 3.0564, grad_norm: 2.0372 2021-07-08 07:22:24,026 - mmaction - INFO - Epoch [35][840/1879] lr: 9.571e-02, eta: 4 days, 7:37:11, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6105, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.9801 2021-07-08 07:22:41,022 - mmaction - INFO - Epoch [35][860/1879] lr: 9.571e-02, eta: 4 days, 7:36:47, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.0080 2021-07-08 07:22:57,934 - mmaction - INFO - Epoch [35][880/1879] lr: 9.571e-02, eta: 4 days, 7:36:23, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.9894 2021-07-08 07:23:14,916 - mmaction - INFO - Epoch [35][900/1879] lr: 9.571e-02, eta: 4 days, 7:35:59, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5949, loss_cls: 3.0053, loss: 3.0053, grad_norm: 2.0034 2021-07-08 07:23:31,913 - mmaction - INFO - Epoch [35][920/1879] lr: 9.571e-02, eta: 4 days, 7:35:35, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6098, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.9887 2021-07-08 07:23:49,000 - mmaction - INFO - Epoch [35][940/1879] lr: 9.571e-02, eta: 4 days, 7:35:12, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5844, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.9792 2021-07-08 07:24:06,148 - mmaction - INFO - Epoch [35][960/1879] lr: 9.571e-02, eta: 4 days, 7:34:49, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5965, loss_cls: 3.0216, loss: 3.0216, grad_norm: 2.0149 2021-07-08 07:24:23,243 - mmaction - INFO - Epoch [35][980/1879] lr: 9.571e-02, eta: 4 days, 7:34:26, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5973, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.9852 2021-07-08 07:24:40,365 - mmaction - INFO - Epoch [35][1000/1879] lr: 9.571e-02, eta: 4 days, 7:34:03, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5984, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.0351 2021-07-08 07:24:57,499 - mmaction - INFO - Epoch [35][1020/1879] lr: 9.571e-02, eta: 4 days, 7:33:40, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5988, loss_cls: 2.9796, loss: 2.9796, grad_norm: 2.0419 2021-07-08 07:25:14,578 - mmaction - INFO - Epoch [35][1040/1879] lr: 9.571e-02, eta: 4 days, 7:33:17, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5906, loss_cls: 2.9929, loss: 2.9929, grad_norm: 2.0286 2021-07-08 07:25:31,548 - mmaction - INFO - Epoch [35][1060/1879] lr: 9.571e-02, eta: 4 days, 7:32:52, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6113, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.0228 2021-07-08 07:25:48,687 - mmaction - INFO - Epoch [35][1080/1879] lr: 9.571e-02, eta: 4 days, 7:32:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5898, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.9727 2021-07-08 07:26:05,767 - mmaction - INFO - Epoch [35][1100/1879] lr: 9.571e-02, eta: 4 days, 7:32:06, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5945, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.9595 2021-07-08 07:26:22,756 - mmaction - INFO - Epoch [35][1120/1879] lr: 9.571e-02, eta: 4 days, 7:31:42, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5801, loss_cls: 3.0440, loss: 3.0440, grad_norm: 2.0062 2021-07-08 07:26:39,911 - mmaction - INFO - Epoch [35][1140/1879] lr: 9.571e-02, eta: 4 days, 7:31:20, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5961, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.0326 2021-07-08 07:26:56,997 - mmaction - INFO - Epoch [35][1160/1879] lr: 9.571e-02, eta: 4 days, 7:30:56, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5891, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.0227 2021-07-08 07:27:14,224 - mmaction - INFO - Epoch [35][1180/1879] lr: 9.571e-02, eta: 4 days, 7:30:34, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5797, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.0420 2021-07-08 07:27:31,165 - mmaction - INFO - Epoch [35][1200/1879] lr: 9.571e-02, eta: 4 days, 7:30:10, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5828, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.9675 2021-07-08 07:27:48,189 - mmaction - INFO - Epoch [35][1220/1879] lr: 9.571e-02, eta: 4 days, 7:29:46, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5996, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.9760 2021-07-08 07:28:05,250 - mmaction - INFO - Epoch [35][1240/1879] lr: 9.571e-02, eta: 4 days, 7:29:23, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5977, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.0261 2021-07-08 07:28:22,211 - mmaction - INFO - Epoch [35][1260/1879] lr: 9.571e-02, eta: 4 days, 7:28:59, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5984, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.0083 2021-07-08 07:28:39,034 - mmaction - INFO - Epoch [35][1280/1879] lr: 9.571e-02, eta: 4 days, 7:28:34, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5949, loss_cls: 2.9813, loss: 2.9813, grad_norm: 1.9815 2021-07-08 07:28:56,122 - mmaction - INFO - Epoch [35][1300/1879] lr: 9.571e-02, eta: 4 days, 7:28:11, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6137, loss_cls: 2.9603, loss: 2.9603, grad_norm: 1.9895 2021-07-08 07:29:13,105 - mmaction - INFO - Epoch [35][1320/1879] lr: 9.571e-02, eta: 4 days, 7:27:47, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5879, loss_cls: 2.9999, loss: 2.9999, grad_norm: 2.0074 2021-07-08 07:29:29,997 - mmaction - INFO - Epoch [35][1340/1879] lr: 9.571e-02, eta: 4 days, 7:27:23, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5914, loss_cls: 3.0163, loss: 3.0163, grad_norm: 2.0428 2021-07-08 07:29:47,124 - mmaction - INFO - Epoch [35][1360/1879] lr: 9.571e-02, eta: 4 days, 7:27:00, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6043, loss_cls: 2.9249, loss: 2.9249, grad_norm: 2.0427 2021-07-08 07:30:04,202 - mmaction - INFO - Epoch [35][1380/1879] lr: 9.571e-02, eta: 4 days, 7:26:36, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5809, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.0243 2021-07-08 07:30:21,265 - mmaction - INFO - Epoch [35][1400/1879] lr: 9.571e-02, eta: 4 days, 7:26:13, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6016, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.0220 2021-07-08 07:30:38,248 - mmaction - INFO - Epoch [35][1420/1879] lr: 9.571e-02, eta: 4 days, 7:25:49, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3340, top5_acc: 0.6008, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.9888 2021-07-08 07:30:55,322 - mmaction - INFO - Epoch [35][1440/1879] lr: 9.571e-02, eta: 4 days, 7:25:26, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5992, loss_cls: 2.9955, loss: 2.9955, grad_norm: 2.0098 2021-07-08 07:31:12,488 - mmaction - INFO - Epoch [35][1460/1879] lr: 9.571e-02, eta: 4 days, 7:25:03, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.5965, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.0048 2021-07-08 07:31:29,494 - mmaction - INFO - Epoch [35][1480/1879] lr: 9.571e-02, eta: 4 days, 7:24:40, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9894, loss: 2.9894, grad_norm: 2.0587 2021-07-08 07:31:46,617 - mmaction - INFO - Epoch [35][1500/1879] lr: 9.571e-02, eta: 4 days, 7:24:17, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6238, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.0235 2021-07-08 07:32:03,671 - mmaction - INFO - Epoch [35][1520/1879] lr: 9.571e-02, eta: 4 days, 7:23:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5910, loss_cls: 2.9987, loss: 2.9987, grad_norm: 1.9784 2021-07-08 07:32:20,677 - mmaction - INFO - Epoch [35][1540/1879] lr: 9.571e-02, eta: 4 days, 7:23:29, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5773, loss_cls: 3.0471, loss: 3.0471, grad_norm: 2.0390 2021-07-08 07:32:37,704 - mmaction - INFO - Epoch [35][1560/1879] lr: 9.571e-02, eta: 4 days, 7:23:06, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5961, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.0301 2021-07-08 07:32:54,709 - mmaction - INFO - Epoch [35][1580/1879] lr: 9.571e-02, eta: 4 days, 7:22:43, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.9876 2021-07-08 07:33:11,904 - mmaction - INFO - Epoch [35][1600/1879] lr: 9.571e-02, eta: 4 days, 7:22:20, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6129, loss_cls: 2.9104, loss: 2.9104, grad_norm: 2.0775 2021-07-08 07:33:28,926 - mmaction - INFO - Epoch [35][1620/1879] lr: 9.571e-02, eta: 4 days, 7:21:57, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5879, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.0165 2021-07-08 07:33:45,966 - mmaction - INFO - Epoch [35][1640/1879] lr: 9.571e-02, eta: 4 days, 7:21:33, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5992, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.9750 2021-07-08 07:34:02,849 - mmaction - INFO - Epoch [35][1660/1879] lr: 9.571e-02, eta: 4 days, 7:21:08, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6062, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.9685 2021-07-08 07:34:19,914 - mmaction - INFO - Epoch [35][1680/1879] lr: 9.571e-02, eta: 4 days, 7:20:45, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6004, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.0606 2021-07-08 07:34:36,752 - mmaction - INFO - Epoch [35][1700/1879] lr: 9.571e-02, eta: 4 days, 7:20:21, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5926, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.1048 2021-07-08 07:34:53,714 - mmaction - INFO - Epoch [35][1720/1879] lr: 9.571e-02, eta: 4 days, 7:19:57, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5871, loss_cls: 3.0131, loss: 3.0131, grad_norm: 2.0494 2021-07-08 07:35:10,749 - mmaction - INFO - Epoch [35][1740/1879] lr: 9.571e-02, eta: 4 days, 7:19:33, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5770, loss_cls: 3.0860, loss: 3.0860, grad_norm: 2.0438 2021-07-08 07:35:27,854 - mmaction - INFO - Epoch [35][1760/1879] lr: 9.571e-02, eta: 4 days, 7:19:10, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5848, loss_cls: 3.0289, loss: 3.0289, grad_norm: 2.0241 2021-07-08 07:35:44,960 - mmaction - INFO - Epoch [35][1780/1879] lr: 9.571e-02, eta: 4 days, 7:18:47, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.6082, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.9873 2021-07-08 07:36:02,064 - mmaction - INFO - Epoch [35][1800/1879] lr: 9.571e-02, eta: 4 days, 7:18:24, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5965, loss_cls: 3.0080, loss: 3.0080, grad_norm: 2.0289 2021-07-08 07:36:19,099 - mmaction - INFO - Epoch [35][1820/1879] lr: 9.571e-02, eta: 4 days, 7:18:01, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5902, loss_cls: 3.0083, loss: 3.0083, grad_norm: 2.0323 2021-07-08 07:36:36,224 - mmaction - INFO - Epoch [35][1840/1879] lr: 9.571e-02, eta: 4 days, 7:17:38, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5969, loss_cls: 3.0069, loss: 3.0069, grad_norm: 2.0001 2021-07-08 07:36:53,234 - mmaction - INFO - Epoch [35][1860/1879] lr: 9.571e-02, eta: 4 days, 7:17:14, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 2.9468, loss: 2.9468, grad_norm: 2.0287 2021-07-08 07:37:19,462 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 07:37:19,472 - mmaction - INFO - 106 BN found 2021-07-08 07:41:53,021 - mmaction - INFO - BN stats updated 2021-07-08 07:45:22,070 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 07:45:22,896 - mmaction - INFO - top1_acc 0.4232 top5_acc 0.7029 2021-07-08 07:45:22,896 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 07:45:22,940 - mmaction - INFO - mean_acc 0.4230 2021-07-08 07:45:23,678 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_35.pth. 2021-07-08 07:45:23,679 - mmaction - INFO - Best top1_acc is 0.4232 at 35 epoch. 2021-07-08 07:45:23,685 - mmaction - INFO - Epoch(val) [35][155] top1_acc: 0.4232, top5_acc: 0.7029, mean_class_accuracy: 0.4230 2021-07-08 07:46:51,614 - mmaction - INFO - Epoch [36][20/1879] lr: 9.546e-02, eta: 4 days, 7:22:14, time: 4.394, data_time: 3.439, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5973, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.9912 2021-07-08 07:47:08,137 - mmaction - INFO - Epoch [36][40/1879] lr: 9.546e-02, eta: 4 days, 7:21:47, time: 0.825, data_time: 0.009, memory: 6462, top1_acc: 0.3324, top5_acc: 0.6012, loss_cls: 3.0073, loss: 3.0073, grad_norm: 1.9941 2021-07-08 07:47:24,568 - mmaction - INFO - Epoch [36][60/1879] lr: 9.546e-02, eta: 4 days, 7:21:20, time: 0.824, data_time: 0.003, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6004, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.0418 2021-07-08 07:47:41,252 - mmaction - INFO - Epoch [36][80/1879] lr: 9.546e-02, eta: 4 days, 7:20:54, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6172, loss_cls: 2.8952, loss: 2.8952, grad_norm: 1.9939 2021-07-08 07:47:57,744 - mmaction - INFO - Epoch [36][100/1879] lr: 9.546e-02, eta: 4 days, 7:20:27, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.0314 2021-07-08 07:48:14,436 - mmaction - INFO - Epoch [36][120/1879] lr: 9.546e-02, eta: 4 days, 7:20:01, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6023, loss_cls: 2.9610, loss: 2.9610, grad_norm: 2.0186 2021-07-08 07:48:31,038 - mmaction - INFO - Epoch [36][140/1879] lr: 9.546e-02, eta: 4 days, 7:19:35, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5930, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.0311 2021-07-08 07:48:47,828 - mmaction - INFO - Epoch [36][160/1879] lr: 9.546e-02, eta: 4 days, 7:19:10, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5906, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.9811 2021-07-08 07:49:04,774 - mmaction - INFO - Epoch [36][180/1879] lr: 9.546e-02, eta: 4 days, 7:18:46, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6270, loss_cls: 2.8962, loss: 2.8962, grad_norm: 1.9650 2021-07-08 07:49:21,561 - mmaction - INFO - Epoch [36][200/1879] lr: 9.546e-02, eta: 4 days, 7:18:21, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 2.9606, loss: 2.9606, grad_norm: 2.0077 2021-07-08 07:49:38,563 - mmaction - INFO - Epoch [36][220/1879] lr: 9.546e-02, eta: 4 days, 7:17:57, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5977, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.0031 2021-07-08 07:49:55,632 - mmaction - INFO - Epoch [36][240/1879] lr: 9.546e-02, eta: 4 days, 7:17:34, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5934, loss_cls: 3.0161, loss: 3.0161, grad_norm: 2.0441 2021-07-08 07:50:12,669 - mmaction - INFO - Epoch [36][260/1879] lr: 9.546e-02, eta: 4 days, 7:17:10, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6031, loss_cls: 2.9654, loss: 2.9654, grad_norm: 2.0031 2021-07-08 07:50:29,706 - mmaction - INFO - Epoch [36][280/1879] lr: 9.546e-02, eta: 4 days, 7:16:47, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6000, loss_cls: 2.9837, loss: 2.9837, grad_norm: 2.0823 2021-07-08 07:50:46,743 - mmaction - INFO - Epoch [36][300/1879] lr: 9.546e-02, eta: 4 days, 7:16:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0356, loss: 3.0356, grad_norm: 2.0526 2021-07-08 07:51:03,902 - mmaction - INFO - Epoch [36][320/1879] lr: 9.546e-02, eta: 4 days, 7:16:01, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5973, loss_cls: 3.0167, loss: 3.0167, grad_norm: 2.0389 2021-07-08 07:51:20,738 - mmaction - INFO - Epoch [36][340/1879] lr: 9.546e-02, eta: 4 days, 7:15:36, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5891, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.9760 2021-07-08 07:51:37,560 - mmaction - INFO - Epoch [36][360/1879] lr: 9.546e-02, eta: 4 days, 7:15:11, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5918, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.0245 2021-07-08 07:51:54,559 - mmaction - INFO - Epoch [36][380/1879] lr: 9.546e-02, eta: 4 days, 7:14:47, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9348, loss: 2.9348, grad_norm: 1.9602 2021-07-08 07:52:11,845 - mmaction - INFO - Epoch [36][400/1879] lr: 9.546e-02, eta: 4 days, 7:14:26, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6070, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.0003 2021-07-08 07:52:28,848 - mmaction - INFO - Epoch [36][420/1879] lr: 9.546e-02, eta: 4 days, 7:14:02, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6023, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.0403 2021-07-08 07:52:45,879 - mmaction - INFO - Epoch [36][440/1879] lr: 9.546e-02, eta: 4 days, 7:13:39, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6164, loss_cls: 2.9145, loss: 2.9145, grad_norm: 2.0333 2021-07-08 07:53:02,858 - mmaction - INFO - Epoch [36][460/1879] lr: 9.546e-02, eta: 4 days, 7:13:15, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6055, loss_cls: 2.8944, loss: 2.8944, grad_norm: 2.0088 2021-07-08 07:53:20,112 - mmaction - INFO - Epoch [36][480/1879] lr: 9.546e-02, eta: 4 days, 7:12:53, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5973, loss_cls: 3.0057, loss: 3.0057, grad_norm: 2.0732 2021-07-08 07:53:37,238 - mmaction - INFO - Epoch [36][500/1879] lr: 9.546e-02, eta: 4 days, 7:12:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6055, loss_cls: 2.9412, loss: 2.9412, grad_norm: 2.0073 2021-07-08 07:53:54,290 - mmaction - INFO - Epoch [36][520/1879] lr: 9.546e-02, eta: 4 days, 7:12:07, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5863, loss_cls: 3.0161, loss: 3.0161, grad_norm: 2.0192 2021-07-08 07:54:11,381 - mmaction - INFO - Epoch [36][540/1879] lr: 9.546e-02, eta: 4 days, 7:11:43, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6098, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.0577 2021-07-08 07:54:28,457 - mmaction - INFO - Epoch [36][560/1879] lr: 9.546e-02, eta: 4 days, 7:11:20, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6039, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.0221 2021-07-08 07:54:45,385 - mmaction - INFO - Epoch [36][580/1879] lr: 9.546e-02, eta: 4 days, 7:10:56, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6117, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.0714 2021-07-08 07:55:02,463 - mmaction - INFO - Epoch [36][600/1879] lr: 9.546e-02, eta: 4 days, 7:10:33, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5973, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.0293 2021-07-08 07:55:19,263 - mmaction - INFO - Epoch [36][620/1879] lr: 9.546e-02, eta: 4 days, 7:10:08, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5938, loss_cls: 2.9785, loss: 2.9785, grad_norm: 2.0272 2021-07-08 07:55:36,544 - mmaction - INFO - Epoch [36][640/1879] lr: 9.546e-02, eta: 4 days, 7:09:46, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5789, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.9801 2021-07-08 07:55:53,716 - mmaction - INFO - Epoch [36][660/1879] lr: 9.546e-02, eta: 4 days, 7:09:23, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.9527, loss: 2.9527, grad_norm: 2.0391 2021-07-08 07:56:10,763 - mmaction - INFO - Epoch [36][680/1879] lr: 9.546e-02, eta: 4 days, 7:09:01, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5828, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.9904 2021-07-08 07:56:27,870 - mmaction - INFO - Epoch [36][700/1879] lr: 9.546e-02, eta: 4 days, 7:08:38, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6047, loss_cls: 2.9092, loss: 2.9092, grad_norm: 1.9733 2021-07-08 07:56:45,054 - mmaction - INFO - Epoch [36][720/1879] lr: 9.546e-02, eta: 4 days, 7:08:15, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5871, loss_cls: 3.0396, loss: 3.0396, grad_norm: 2.0124 2021-07-08 07:57:02,005 - mmaction - INFO - Epoch [36][740/1879] lr: 9.546e-02, eta: 4 days, 7:07:51, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6066, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.0190 2021-07-08 07:57:19,135 - mmaction - INFO - Epoch [36][760/1879] lr: 9.546e-02, eta: 4 days, 7:07:28, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5957, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.9994 2021-07-08 07:57:36,240 - mmaction - INFO - Epoch [36][780/1879] lr: 9.546e-02, eta: 4 days, 7:07:05, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6016, loss_cls: 2.9697, loss: 2.9697, grad_norm: 2.0009 2021-07-08 07:57:53,206 - mmaction - INFO - Epoch [36][800/1879] lr: 9.546e-02, eta: 4 days, 7:06:41, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6062, loss_cls: 2.9759, loss: 2.9759, grad_norm: 2.0718 2021-07-08 07:58:10,321 - mmaction - INFO - Epoch [36][820/1879] lr: 9.546e-02, eta: 4 days, 7:06:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5988, loss_cls: 2.9825, loss: 2.9825, grad_norm: 2.0136 2021-07-08 07:58:27,325 - mmaction - INFO - Epoch [36][840/1879] lr: 9.546e-02, eta: 4 days, 7:05:55, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 2.9608, loss: 2.9608, grad_norm: 2.0180 2021-07-08 07:58:44,456 - mmaction - INFO - Epoch [36][860/1879] lr: 9.546e-02, eta: 4 days, 7:05:32, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6035, loss_cls: 2.9605, loss: 2.9605, grad_norm: 2.0311 2021-07-08 07:59:01,523 - mmaction - INFO - Epoch [36][880/1879] lr: 9.546e-02, eta: 4 days, 7:05:09, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.9818 2021-07-08 07:59:18,613 - mmaction - INFO - Epoch [36][900/1879] lr: 9.546e-02, eta: 4 days, 7:04:46, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5984, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.9785 2021-07-08 07:59:35,576 - mmaction - INFO - Epoch [36][920/1879] lr: 9.546e-02, eta: 4 days, 7:04:22, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6035, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.9846 2021-07-08 07:59:52,633 - mmaction - INFO - Epoch [36][940/1879] lr: 9.546e-02, eta: 4 days, 7:03:59, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5844, loss_cls: 3.0471, loss: 3.0471, grad_norm: 2.0429 2021-07-08 08:00:09,716 - mmaction - INFO - Epoch [36][960/1879] lr: 9.546e-02, eta: 4 days, 7:03:36, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6105, loss_cls: 2.9645, loss: 2.9645, grad_norm: 2.0274 2021-07-08 08:00:26,819 - mmaction - INFO - Epoch [36][980/1879] lr: 9.546e-02, eta: 4 days, 7:03:13, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6090, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.0209 2021-07-08 08:00:43,893 - mmaction - INFO - Epoch [36][1000/1879] lr: 9.546e-02, eta: 4 days, 7:02:50, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6160, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.9911 2021-07-08 08:01:01,121 - mmaction - INFO - Epoch [36][1020/1879] lr: 9.546e-02, eta: 4 days, 7:02:28, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0479, loss: 3.0479, grad_norm: 2.0375 2021-07-08 08:01:18,250 - mmaction - INFO - Epoch [36][1040/1879] lr: 9.546e-02, eta: 4 days, 7:02:05, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6078, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.9705 2021-07-08 08:01:35,480 - mmaction - INFO - Epoch [36][1060/1879] lr: 9.546e-02, eta: 4 days, 7:01:43, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6066, loss_cls: 2.9821, loss: 2.9821, grad_norm: 2.0611 2021-07-08 08:01:52,598 - mmaction - INFO - Epoch [36][1080/1879] lr: 9.546e-02, eta: 4 days, 7:01:20, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5961, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.9609 2021-07-08 08:02:09,819 - mmaction - INFO - Epoch [36][1100/1879] lr: 9.546e-02, eta: 4 days, 7:00:58, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6086, loss_cls: 2.9548, loss: 2.9548, grad_norm: 2.0014 2021-07-08 08:02:27,070 - mmaction - INFO - Epoch [36][1120/1879] lr: 9.546e-02, eta: 4 days, 7:00:36, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5977, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.9768 2021-07-08 08:02:44,172 - mmaction - INFO - Epoch [36][1140/1879] lr: 9.546e-02, eta: 4 days, 7:00:13, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6043, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.0137 2021-07-08 08:03:01,239 - mmaction - INFO - Epoch [36][1160/1879] lr: 9.546e-02, eta: 4 days, 6:59:50, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6168, loss_cls: 2.8974, loss: 2.8974, grad_norm: 2.0219 2021-07-08 08:03:18,546 - mmaction - INFO - Epoch [36][1180/1879] lr: 9.546e-02, eta: 4 days, 6:59:28, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5992, loss_cls: 2.9749, loss: 2.9749, grad_norm: 2.0404 2021-07-08 08:03:35,748 - mmaction - INFO - Epoch [36][1200/1879] lr: 9.546e-02, eta: 4 days, 6:59:06, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5766, loss_cls: 3.0816, loss: 3.0816, grad_norm: 2.0349 2021-07-08 08:03:52,961 - mmaction - INFO - Epoch [36][1220/1879] lr: 9.546e-02, eta: 4 days, 6:58:44, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6090, loss_cls: 2.9598, loss: 2.9598, grad_norm: 2.0470 2021-07-08 08:04:10,010 - mmaction - INFO - Epoch [36][1240/1879] lr: 9.546e-02, eta: 4 days, 6:58:21, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6027, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.9827 2021-07-08 08:04:27,020 - mmaction - INFO - Epoch [36][1260/1879] lr: 9.546e-02, eta: 4 days, 6:57:57, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5891, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.0343 2021-07-08 08:04:44,220 - mmaction - INFO - Epoch [36][1280/1879] lr: 9.546e-02, eta: 4 days, 6:57:35, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5988, loss_cls: 2.9806, loss: 2.9806, grad_norm: 2.0184 2021-07-08 08:05:01,382 - mmaction - INFO - Epoch [36][1300/1879] lr: 9.546e-02, eta: 4 days, 6:57:13, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6082, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.9781 2021-07-08 08:05:18,401 - mmaction - INFO - Epoch [36][1320/1879] lr: 9.546e-02, eta: 4 days, 6:56:49, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5934, loss_cls: 2.9749, loss: 2.9749, grad_norm: 2.0622 2021-07-08 08:05:35,596 - mmaction - INFO - Epoch [36][1340/1879] lr: 9.546e-02, eta: 4 days, 6:56:27, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3297, top5_acc: 0.6004, loss_cls: 2.9566, loss: 2.9566, grad_norm: 2.0219 2021-07-08 08:05:52,616 - mmaction - INFO - Epoch [36][1360/1879] lr: 9.546e-02, eta: 4 days, 6:56:03, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5863, loss_cls: 3.0710, loss: 3.0710, grad_norm: 2.0365 2021-07-08 08:06:09,769 - mmaction - INFO - Epoch [36][1380/1879] lr: 9.546e-02, eta: 4 days, 6:55:41, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5965, loss_cls: 2.9667, loss: 2.9667, grad_norm: 1.9947 2021-07-08 08:06:26,970 - mmaction - INFO - Epoch [36][1400/1879] lr: 9.546e-02, eta: 4 days, 6:55:19, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.0341 2021-07-08 08:06:44,108 - mmaction - INFO - Epoch [36][1420/1879] lr: 9.546e-02, eta: 4 days, 6:54:56, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 2.9814, loss: 2.9814, grad_norm: 2.0186 2021-07-08 08:07:01,342 - mmaction - INFO - Epoch [36][1440/1879] lr: 9.546e-02, eta: 4 days, 6:54:34, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.0053 2021-07-08 08:07:18,359 - mmaction - INFO - Epoch [36][1460/1879] lr: 9.546e-02, eta: 4 days, 6:54:10, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6035, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.9903 2021-07-08 08:07:35,373 - mmaction - INFO - Epoch [36][1480/1879] lr: 9.546e-02, eta: 4 days, 6:53:47, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6027, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.9801 2021-07-08 08:07:52,556 - mmaction - INFO - Epoch [36][1500/1879] lr: 9.546e-02, eta: 4 days, 6:53:25, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6082, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.0168 2021-07-08 08:08:09,655 - mmaction - INFO - Epoch [36][1520/1879] lr: 9.546e-02, eta: 4 days, 6:53:02, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6012, loss_cls: 2.9668, loss: 2.9668, grad_norm: 2.0633 2021-07-08 08:08:26,769 - mmaction - INFO - Epoch [36][1540/1879] lr: 9.546e-02, eta: 4 days, 6:52:39, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5793, loss_cls: 3.0830, loss: 3.0830, grad_norm: 2.0535 2021-07-08 08:08:44,021 - mmaction - INFO - Epoch [36][1560/1879] lr: 9.546e-02, eta: 4 days, 6:52:17, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5949, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.9476 2021-07-08 08:09:01,044 - mmaction - INFO - Epoch [36][1580/1879] lr: 9.546e-02, eta: 4 days, 6:51:54, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5953, loss_cls: 2.9921, loss: 2.9921, grad_norm: 2.0001 2021-07-08 08:09:18,153 - mmaction - INFO - Epoch [36][1600/1879] lr: 9.546e-02, eta: 4 days, 6:51:31, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6000, loss_cls: 3.0074, loss: 3.0074, grad_norm: 2.0362 2021-07-08 08:09:35,447 - mmaction - INFO - Epoch [36][1620/1879] lr: 9.546e-02, eta: 4 days, 6:51:10, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5980, loss_cls: 2.9818, loss: 2.9818, grad_norm: 2.0032 2021-07-08 08:09:52,615 - mmaction - INFO - Epoch [36][1640/1879] lr: 9.546e-02, eta: 4 days, 6:50:47, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6102, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.0187 2021-07-08 08:10:09,899 - mmaction - INFO - Epoch [36][1660/1879] lr: 9.546e-02, eta: 4 days, 6:50:25, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6020, loss_cls: 2.9914, loss: 2.9914, grad_norm: 2.0591 2021-07-08 08:10:27,018 - mmaction - INFO - Epoch [36][1680/1879] lr: 9.546e-02, eta: 4 days, 6:50:03, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.5949, loss_cls: 2.9803, loss: 2.9803, grad_norm: 2.0300 2021-07-08 08:10:44,237 - mmaction - INFO - Epoch [36][1700/1879] lr: 9.546e-02, eta: 4 days, 6:49:41, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5895, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.9873 2021-07-08 08:11:01,373 - mmaction - INFO - Epoch [36][1720/1879] lr: 9.546e-02, eta: 4 days, 6:49:18, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6055, loss_cls: 2.9848, loss: 2.9848, grad_norm: 2.0197 2021-07-08 08:11:18,579 - mmaction - INFO - Epoch [36][1740/1879] lr: 9.546e-02, eta: 4 days, 6:48:56, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6020, loss_cls: 2.9601, loss: 2.9601, grad_norm: 2.0121 2021-07-08 08:11:35,846 - mmaction - INFO - Epoch [36][1760/1879] lr: 9.546e-02, eta: 4 days, 6:48:34, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6152, loss_cls: 2.9260, loss: 2.9260, grad_norm: 2.0389 2021-07-08 08:11:52,903 - mmaction - INFO - Epoch [36][1780/1879] lr: 9.546e-02, eta: 4 days, 6:48:11, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6094, loss_cls: 2.9738, loss: 2.9738, grad_norm: 2.0672 2021-07-08 08:12:10,088 - mmaction - INFO - Epoch [36][1800/1879] lr: 9.546e-02, eta: 4 days, 6:47:48, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6180, loss_cls: 2.9385, loss: 2.9385, grad_norm: 2.0903 2021-07-08 08:12:27,184 - mmaction - INFO - Epoch [36][1820/1879] lr: 9.546e-02, eta: 4 days, 6:47:26, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5965, loss_cls: 3.0094, loss: 3.0094, grad_norm: 2.0489 2021-07-08 08:12:44,326 - mmaction - INFO - Epoch [36][1840/1879] lr: 9.546e-02, eta: 4 days, 6:47:03, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6105, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.9940 2021-07-08 08:13:01,408 - mmaction - INFO - Epoch [36][1860/1879] lr: 9.546e-02, eta: 4 days, 6:46:40, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5887, loss_cls: 3.0071, loss: 3.0071, grad_norm: 2.0479 2021-07-08 08:13:20,658 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 08:13:20,664 - mmaction - INFO - 106 BN found 2021-07-08 08:17:47,020 - mmaction - INFO - BN stats updated 2021-07-08 08:17:49,049 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-07-08 08:20:11,818 - mmaction - INFO - Epoch [37][20/1879] lr: 9.520e-02, eta: 4 days, 6:56:14, time: 6.728, data_time: 5.831, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.0808, loss: 3.0808, grad_norm: 2.0376 2021-07-08 08:20:28,380 - mmaction - INFO - Epoch [37][40/1879] lr: 9.520e-02, eta: 4 days, 6:55:48, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6133, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.9982 2021-07-08 08:20:45,030 - mmaction - INFO - Epoch [37][60/1879] lr: 9.520e-02, eta: 4 days, 6:55:22, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6137, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.9938 2021-07-08 08:21:01,661 - mmaction - INFO - Epoch [37][80/1879] lr: 9.520e-02, eta: 4 days, 6:54:56, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5938, loss_cls: 2.9864, loss: 2.9864, grad_norm: 2.0821 2021-07-08 08:21:18,188 - mmaction - INFO - Epoch [37][100/1879] lr: 9.520e-02, eta: 4 days, 6:54:30, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6027, loss_cls: 2.9447, loss: 2.9447, grad_norm: 2.0418 2021-07-08 08:21:34,709 - mmaction - INFO - Epoch [37][120/1879] lr: 9.520e-02, eta: 4 days, 6:54:03, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.0807 2021-07-08 08:21:51,496 - mmaction - INFO - Epoch [37][140/1879] lr: 9.520e-02, eta: 4 days, 6:53:38, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6008, loss_cls: 2.9104, loss: 2.9104, grad_norm: 2.0012 2021-07-08 08:22:08,293 - mmaction - INFO - Epoch [37][160/1879] lr: 9.520e-02, eta: 4 days, 6:53:14, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 3.0172, loss: 3.0172, grad_norm: 2.0064 2021-07-08 08:22:25,138 - mmaction - INFO - Epoch [37][180/1879] lr: 9.520e-02, eta: 4 days, 6:52:49, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 2.9833, loss: 2.9833, grad_norm: 2.0053 2021-07-08 08:22:42,073 - mmaction - INFO - Epoch [37][200/1879] lr: 9.520e-02, eta: 4 days, 6:52:25, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.0335 2021-07-08 08:22:59,097 - mmaction - INFO - Epoch [37][220/1879] lr: 9.520e-02, eta: 4 days, 6:52:02, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6016, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.0521 2021-07-08 08:23:16,044 - mmaction - INFO - Epoch [37][240/1879] lr: 9.520e-02, eta: 4 days, 6:51:38, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6152, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.0045 2021-07-08 08:23:33,015 - mmaction - INFO - Epoch [37][260/1879] lr: 9.520e-02, eta: 4 days, 6:51:14, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6027, loss_cls: 2.9869, loss: 2.9869, grad_norm: 2.0707 2021-07-08 08:23:49,666 - mmaction - INFO - Epoch [37][280/1879] lr: 9.520e-02, eta: 4 days, 6:50:48, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 2.9873, loss: 2.9873, grad_norm: 1.9995 2021-07-08 08:24:06,817 - mmaction - INFO - Epoch [37][300/1879] lr: 9.520e-02, eta: 4 days, 6:50:26, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6102, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.0525 2021-07-08 08:24:23,747 - mmaction - INFO - Epoch [37][320/1879] lr: 9.520e-02, eta: 4 days, 6:50:02, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6105, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.0867 2021-07-08 08:24:40,864 - mmaction - INFO - Epoch [37][340/1879] lr: 9.520e-02, eta: 4 days, 6:49:39, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.0510 2021-07-08 08:24:57,824 - mmaction - INFO - Epoch [37][360/1879] lr: 9.520e-02, eta: 4 days, 6:49:15, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5930, loss_cls: 3.0504, loss: 3.0504, grad_norm: 2.0182 2021-07-08 08:25:14,786 - mmaction - INFO - Epoch [37][380/1879] lr: 9.520e-02, eta: 4 days, 6:48:51, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6156, loss_cls: 2.9161, loss: 2.9161, grad_norm: 2.0147 2021-07-08 08:25:31,764 - mmaction - INFO - Epoch [37][400/1879] lr: 9.520e-02, eta: 4 days, 6:48:28, time: 0.851, data_time: 0.008, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5914, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.9816 2021-07-08 08:25:48,752 - mmaction - INFO - Epoch [37][420/1879] lr: 9.520e-02, eta: 4 days, 6:48:04, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6000, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.9797 2021-07-08 08:26:05,837 - mmaction - INFO - Epoch [37][440/1879] lr: 9.520e-02, eta: 4 days, 6:47:41, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6113, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.9919 2021-07-08 08:26:22,862 - mmaction - INFO - Epoch [37][460/1879] lr: 9.520e-02, eta: 4 days, 6:47:18, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6297, loss_cls: 2.9020, loss: 2.9020, grad_norm: 2.0387 2021-07-08 08:26:39,981 - mmaction - INFO - Epoch [37][480/1879] lr: 9.520e-02, eta: 4 days, 6:46:55, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5777, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.0381 2021-07-08 08:26:57,024 - mmaction - INFO - Epoch [37][500/1879] lr: 9.520e-02, eta: 4 days, 6:46:32, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6078, loss_cls: 2.9289, loss: 2.9289, grad_norm: 2.0097 2021-07-08 08:27:14,200 - mmaction - INFO - Epoch [37][520/1879] lr: 9.520e-02, eta: 4 days, 6:46:09, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 2.9856, loss: 2.9856, grad_norm: 2.0522 2021-07-08 08:27:31,274 - mmaction - INFO - Epoch [37][540/1879] lr: 9.520e-02, eta: 4 days, 6:45:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6039, loss_cls: 2.9426, loss: 2.9426, grad_norm: 2.0182 2021-07-08 08:27:48,372 - mmaction - INFO - Epoch [37][560/1879] lr: 9.520e-02, eta: 4 days, 6:45:23, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6078, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.9991 2021-07-08 08:28:05,480 - mmaction - INFO - Epoch [37][580/1879] lr: 9.520e-02, eta: 4 days, 6:45:00, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9470, loss: 2.9470, grad_norm: 2.0974 2021-07-08 08:28:22,365 - mmaction - INFO - Epoch [37][600/1879] lr: 9.520e-02, eta: 4 days, 6:44:36, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5949, loss_cls: 2.9819, loss: 2.9819, grad_norm: 2.0484 2021-07-08 08:28:39,467 - mmaction - INFO - Epoch [37][620/1879] lr: 9.520e-02, eta: 4 days, 6:44:13, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5895, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.0069 2021-07-08 08:28:56,437 - mmaction - INFO - Epoch [37][640/1879] lr: 9.520e-02, eta: 4 days, 6:43:50, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6000, loss_cls: 2.9933, loss: 2.9933, grad_norm: 1.9886 2021-07-08 08:29:13,605 - mmaction - INFO - Epoch [37][660/1879] lr: 9.520e-02, eta: 4 days, 6:43:27, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5965, loss_cls: 2.9941, loss: 2.9941, grad_norm: 1.9966 2021-07-08 08:29:30,590 - mmaction - INFO - Epoch [37][680/1879] lr: 9.520e-02, eta: 4 days, 6:43:04, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5938, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.0270 2021-07-08 08:29:47,629 - mmaction - INFO - Epoch [37][700/1879] lr: 9.520e-02, eta: 4 days, 6:42:40, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6059, loss_cls: 2.9608, loss: 2.9608, grad_norm: 1.9787 2021-07-08 08:30:04,595 - mmaction - INFO - Epoch [37][720/1879] lr: 9.520e-02, eta: 4 days, 6:42:17, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9851, loss: 2.9851, grad_norm: 2.0123 2021-07-08 08:30:21,622 - mmaction - INFO - Epoch [37][740/1879] lr: 9.520e-02, eta: 4 days, 6:41:54, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6191, loss_cls: 2.9080, loss: 2.9080, grad_norm: 2.0008 2021-07-08 08:30:38,764 - mmaction - INFO - Epoch [37][760/1879] lr: 9.520e-02, eta: 4 days, 6:41:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.0170 2021-07-08 08:30:55,737 - mmaction - INFO - Epoch [37][780/1879] lr: 9.520e-02, eta: 4 days, 6:41:07, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6000, loss_cls: 2.9810, loss: 2.9810, grad_norm: 2.0092 2021-07-08 08:31:12,786 - mmaction - INFO - Epoch [37][800/1879] lr: 9.520e-02, eta: 4 days, 6:40:44, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5965, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.9914 2021-07-08 08:31:29,860 - mmaction - INFO - Epoch [37][820/1879] lr: 9.520e-02, eta: 4 days, 6:40:21, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6230, loss_cls: 2.8693, loss: 2.8693, grad_norm: 1.9928 2021-07-08 08:31:47,028 - mmaction - INFO - Epoch [37][840/1879] lr: 9.520e-02, eta: 4 days, 6:39:59, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6113, loss_cls: 2.9171, loss: 2.9171, grad_norm: 2.0284 2021-07-08 08:32:04,176 - mmaction - INFO - Epoch [37][860/1879] lr: 9.520e-02, eta: 4 days, 6:39:36, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5977, loss_cls: 2.9792, loss: 2.9792, grad_norm: 2.0264 2021-07-08 08:32:21,112 - mmaction - INFO - Epoch [37][880/1879] lr: 9.520e-02, eta: 4 days, 6:39:12, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6074, loss_cls: 2.9327, loss: 2.9327, grad_norm: 2.0267 2021-07-08 08:32:38,239 - mmaction - INFO - Epoch [37][900/1879] lr: 9.520e-02, eta: 4 days, 6:38:49, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6078, loss_cls: 2.9845, loss: 2.9845, grad_norm: 2.0040 2021-07-08 08:32:55,400 - mmaction - INFO - Epoch [37][920/1879] lr: 9.520e-02, eta: 4 days, 6:38:27, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6074, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.9976 2021-07-08 08:33:12,371 - mmaction - INFO - Epoch [37][940/1879] lr: 9.520e-02, eta: 4 days, 6:38:03, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6188, loss_cls: 2.9311, loss: 2.9311, grad_norm: 2.0197 2021-07-08 08:33:29,474 - mmaction - INFO - Epoch [37][960/1879] lr: 9.520e-02, eta: 4 days, 6:37:41, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6098, loss_cls: 2.9355, loss: 2.9355, grad_norm: 2.0363 2021-07-08 08:33:46,465 - mmaction - INFO - Epoch [37][980/1879] lr: 9.520e-02, eta: 4 days, 6:37:17, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5813, loss_cls: 2.9944, loss: 2.9944, grad_norm: 2.0384 2021-07-08 08:34:03,465 - mmaction - INFO - Epoch [37][1000/1879] lr: 9.520e-02, eta: 4 days, 6:36:54, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6094, loss_cls: 2.9612, loss: 2.9612, grad_norm: 2.0213 2021-07-08 08:34:20,531 - mmaction - INFO - Epoch [37][1020/1879] lr: 9.520e-02, eta: 4 days, 6:36:31, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6082, loss_cls: 2.9239, loss: 2.9239, grad_norm: 1.9797 2021-07-08 08:34:37,478 - mmaction - INFO - Epoch [37][1040/1879] lr: 9.520e-02, eta: 4 days, 6:36:07, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.5914, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.0034 2021-07-08 08:34:54,672 - mmaction - INFO - Epoch [37][1060/1879] lr: 9.520e-02, eta: 4 days, 6:35:44, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.6012, loss_cls: 2.9803, loss: 2.9803, grad_norm: 2.0421 2021-07-08 08:35:11,665 - mmaction - INFO - Epoch [37][1080/1879] lr: 9.520e-02, eta: 4 days, 6:35:21, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5910, loss_cls: 3.0208, loss: 3.0208, grad_norm: 2.0267 2021-07-08 08:35:28,856 - mmaction - INFO - Epoch [37][1100/1879] lr: 9.520e-02, eta: 4 days, 6:34:59, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6070, loss_cls: 2.9501, loss: 2.9501, grad_norm: 2.0169 2021-07-08 08:35:45,860 - mmaction - INFO - Epoch [37][1120/1879] lr: 9.520e-02, eta: 4 days, 6:34:36, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6152, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.0432 2021-07-08 08:36:02,966 - mmaction - INFO - Epoch [37][1140/1879] lr: 9.520e-02, eta: 4 days, 6:34:13, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6066, loss_cls: 2.9664, loss: 2.9664, grad_norm: 2.0855 2021-07-08 08:36:20,130 - mmaction - INFO - Epoch [37][1160/1879] lr: 9.520e-02, eta: 4 days, 6:33:50, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6000, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.9655 2021-07-08 08:36:37,080 - mmaction - INFO - Epoch [37][1180/1879] lr: 9.520e-02, eta: 4 days, 6:33:27, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5930, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.0344 2021-07-08 08:36:54,180 - mmaction - INFO - Epoch [37][1200/1879] lr: 9.520e-02, eta: 4 days, 6:33:04, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6027, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.0305 2021-07-08 08:37:11,321 - mmaction - INFO - Epoch [37][1220/1879] lr: 9.520e-02, eta: 4 days, 6:32:41, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6043, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.9712 2021-07-08 08:37:28,442 - mmaction - INFO - Epoch [37][1240/1879] lr: 9.520e-02, eta: 4 days, 6:32:19, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 2.9461, loss: 2.9461, grad_norm: 2.0273 2021-07-08 08:37:45,526 - mmaction - INFO - Epoch [37][1260/1879] lr: 9.520e-02, eta: 4 days, 6:31:56, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6016, loss_cls: 2.9442, loss: 2.9442, grad_norm: 2.0376 2021-07-08 08:38:02,602 - mmaction - INFO - Epoch [37][1280/1879] lr: 9.520e-02, eta: 4 days, 6:31:33, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5820, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.0383 2021-07-08 08:38:19,689 - mmaction - INFO - Epoch [37][1300/1879] lr: 9.520e-02, eta: 4 days, 6:31:10, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5906, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.9667 2021-07-08 08:38:36,801 - mmaction - INFO - Epoch [37][1320/1879] lr: 9.520e-02, eta: 4 days, 6:30:47, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5895, loss_cls: 2.9851, loss: 2.9851, grad_norm: 2.0135 2021-07-08 08:38:53,809 - mmaction - INFO - Epoch [37][1340/1879] lr: 9.520e-02, eta: 4 days, 6:30:24, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5996, loss_cls: 2.9766, loss: 2.9766, grad_norm: 2.0291 2021-07-08 08:39:10,880 - mmaction - INFO - Epoch [37][1360/1879] lr: 9.520e-02, eta: 4 days, 6:30:01, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6059, loss_cls: 2.9615, loss: 2.9615, grad_norm: 1.9977 2021-07-08 08:39:27,999 - mmaction - INFO - Epoch [37][1380/1879] lr: 9.520e-02, eta: 4 days, 6:29:39, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6012, loss_cls: 2.9801, loss: 2.9801, grad_norm: 2.0501 2021-07-08 08:39:45,045 - mmaction - INFO - Epoch [37][1400/1879] lr: 9.520e-02, eta: 4 days, 6:29:16, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9321, loss: 2.9321, grad_norm: 2.0325 2021-07-08 08:40:02,173 - mmaction - INFO - Epoch [37][1420/1879] lr: 9.520e-02, eta: 4 days, 6:28:53, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6145, loss_cls: 2.9253, loss: 2.9253, grad_norm: 2.0829 2021-07-08 08:40:19,148 - mmaction - INFO - Epoch [37][1440/1879] lr: 9.520e-02, eta: 4 days, 6:28:29, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6066, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.0704 2021-07-08 08:40:36,208 - mmaction - INFO - Epoch [37][1460/1879] lr: 9.520e-02, eta: 4 days, 6:28:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6004, loss_cls: 2.9627, loss: 2.9627, grad_norm: 2.0185 2021-07-08 08:40:53,247 - mmaction - INFO - Epoch [37][1480/1879] lr: 9.520e-02, eta: 4 days, 6:27:43, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6027, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.0342 2021-07-08 08:41:10,250 - mmaction - INFO - Epoch [37][1500/1879] lr: 9.520e-02, eta: 4 days, 6:27:20, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.6031, loss_cls: 2.9851, loss: 2.9851, grad_norm: 2.0123 2021-07-08 08:41:27,255 - mmaction - INFO - Epoch [37][1520/1879] lr: 9.520e-02, eta: 4 days, 6:26:57, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5906, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.9996 2021-07-08 08:41:44,558 - mmaction - INFO - Epoch [37][1540/1879] lr: 9.520e-02, eta: 4 days, 6:26:35, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6160, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.9709 2021-07-08 08:42:01,625 - mmaction - INFO - Epoch [37][1560/1879] lr: 9.520e-02, eta: 4 days, 6:26:12, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6160, loss_cls: 2.8983, loss: 2.8983, grad_norm: 2.0286 2021-07-08 08:42:18,642 - mmaction - INFO - Epoch [37][1580/1879] lr: 9.520e-02, eta: 4 days, 6:25:49, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3523, top5_acc: 0.5949, loss_cls: 2.9700, loss: 2.9700, grad_norm: 1.9889 2021-07-08 08:42:35,685 - mmaction - INFO - Epoch [37][1600/1879] lr: 9.520e-02, eta: 4 days, 6:25:26, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6109, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.9960 2021-07-08 08:42:52,641 - mmaction - INFO - Epoch [37][1620/1879] lr: 9.520e-02, eta: 4 days, 6:25:03, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5738, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.0515 2021-07-08 08:43:09,853 - mmaction - INFO - Epoch [37][1640/1879] lr: 9.520e-02, eta: 4 days, 6:24:40, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5953, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.9712 2021-07-08 08:43:26,838 - mmaction - INFO - Epoch [37][1660/1879] lr: 9.520e-02, eta: 4 days, 6:24:17, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6129, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.0248 2021-07-08 08:43:43,976 - mmaction - INFO - Epoch [37][1680/1879] lr: 9.520e-02, eta: 4 days, 6:23:55, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5902, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.9921 2021-07-08 08:44:01,074 - mmaction - INFO - Epoch [37][1700/1879] lr: 9.520e-02, eta: 4 days, 6:23:32, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5863, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.9985 2021-07-08 08:44:18,240 - mmaction - INFO - Epoch [37][1720/1879] lr: 9.520e-02, eta: 4 days, 6:23:09, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5852, loss_cls: 3.0318, loss: 3.0318, grad_norm: 2.0027 2021-07-08 08:44:35,157 - mmaction - INFO - Epoch [37][1740/1879] lr: 9.520e-02, eta: 4 days, 6:22:46, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6172, loss_cls: 2.8657, loss: 2.8657, grad_norm: 1.9856 2021-07-08 08:44:52,273 - mmaction - INFO - Epoch [37][1760/1879] lr: 9.520e-02, eta: 4 days, 6:22:23, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5953, loss_cls: 3.0198, loss: 3.0198, grad_norm: 2.0389 2021-07-08 08:45:09,410 - mmaction - INFO - Epoch [37][1780/1879] lr: 9.520e-02, eta: 4 days, 6:22:00, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9490, loss: 2.9490, grad_norm: 2.0060 2021-07-08 08:45:26,531 - mmaction - INFO - Epoch [37][1800/1879] lr: 9.520e-02, eta: 4 days, 6:21:38, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6016, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.0290 2021-07-08 08:45:43,683 - mmaction - INFO - Epoch [37][1820/1879] lr: 9.520e-02, eta: 4 days, 6:21:16, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5895, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.0706 2021-07-08 08:46:00,825 - mmaction - INFO - Epoch [37][1840/1879] lr: 9.520e-02, eta: 4 days, 6:20:53, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5961, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.0495 2021-07-08 08:46:18,055 - mmaction - INFO - Epoch [37][1860/1879] lr: 9.520e-02, eta: 4 days, 6:20:31, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6020, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.9965 2021-07-08 08:46:37,340 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 08:46:37,344 - mmaction - INFO - 106 BN found 2021-07-08 08:51:03,684 - mmaction - INFO - BN stats updated 2021-07-08 08:53:22,982 - mmaction - INFO - Epoch [38][20/1879] lr: 9.493e-02, eta: 4 days, 6:30:01, time: 6.861, data_time: 5.946, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6070, loss_cls: 2.9533, loss: 2.9533, grad_norm: 2.0156 2021-07-08 08:53:39,496 - mmaction - INFO - Epoch [38][40/1879] lr: 9.493e-02, eta: 4 days, 6:29:35, time: 0.827, data_time: 0.007, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6129, loss_cls: 2.9385, loss: 2.9385, grad_norm: 2.0159 2021-07-08 08:53:56,126 - mmaction - INFO - Epoch [38][60/1879] lr: 9.493e-02, eta: 4 days, 6:29:10, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6227, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.0355 2021-07-08 08:54:12,773 - mmaction - INFO - Epoch [38][80/1879] lr: 9.493e-02, eta: 4 days, 6:28:44, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6023, loss_cls: 2.9631, loss: 2.9631, grad_norm: 2.0085 2021-07-08 08:54:29,508 - mmaction - INFO - Epoch [38][100/1879] lr: 9.493e-02, eta: 4 days, 6:28:19, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6309, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.0457 2021-07-08 08:54:46,053 - mmaction - INFO - Epoch [38][120/1879] lr: 9.493e-02, eta: 4 days, 6:27:52, time: 0.824, data_time: 0.005, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6148, loss_cls: 2.9142, loss: 2.9142, grad_norm: 2.0693 2021-07-08 08:55:02,886 - mmaction - INFO - Epoch [38][140/1879] lr: 9.493e-02, eta: 4 days, 6:27:28, time: 0.845, data_time: 0.008, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6234, loss_cls: 2.8956, loss: 2.8956, grad_norm: 2.0257 2021-07-08 08:55:19,552 - mmaction - INFO - Epoch [38][160/1879] lr: 9.493e-02, eta: 4 days, 6:27:03, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6160, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.0099 2021-07-08 08:55:36,495 - mmaction - INFO - Epoch [38][180/1879] lr: 9.493e-02, eta: 4 days, 6:26:39, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5965, loss_cls: 3.0063, loss: 3.0063, grad_norm: 2.0205 2021-07-08 08:55:53,451 - mmaction - INFO - Epoch [38][200/1879] lr: 9.493e-02, eta: 4 days, 6:26:16, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.0343 2021-07-08 08:56:10,418 - mmaction - INFO - Epoch [38][220/1879] lr: 9.493e-02, eta: 4 days, 6:25:51, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6012, loss_cls: 2.9574, loss: 2.9574, grad_norm: 2.0371 2021-07-08 08:56:27,380 - mmaction - INFO - Epoch [38][240/1879] lr: 9.493e-02, eta: 4 days, 6:25:28, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6117, loss_cls: 2.9233, loss: 2.9233, grad_norm: 2.0157 2021-07-08 08:56:44,468 - mmaction - INFO - Epoch [38][260/1879] lr: 9.493e-02, eta: 4 days, 6:25:05, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6102, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.0446 2021-07-08 08:57:01,488 - mmaction - INFO - Epoch [38][280/1879] lr: 9.493e-02, eta: 4 days, 6:24:42, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5836, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.0317 2021-07-08 08:57:18,456 - mmaction - INFO - Epoch [38][300/1879] lr: 9.493e-02, eta: 4 days, 6:24:18, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6090, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.0143 2021-07-08 08:57:35,516 - mmaction - INFO - Epoch [38][320/1879] lr: 9.493e-02, eta: 4 days, 6:23:55, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6109, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.0409 2021-07-08 08:57:52,584 - mmaction - INFO - Epoch [38][340/1879] lr: 9.493e-02, eta: 4 days, 6:23:32, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6074, loss_cls: 2.9643, loss: 2.9643, grad_norm: 2.0078 2021-07-08 08:58:09,726 - mmaction - INFO - Epoch [38][360/1879] lr: 9.493e-02, eta: 4 days, 6:23:10, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6164, loss_cls: 2.9015, loss: 2.9015, grad_norm: 2.0243 2021-07-08 08:58:26,639 - mmaction - INFO - Epoch [38][380/1879] lr: 9.493e-02, eta: 4 days, 6:22:46, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6152, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.0187 2021-07-08 08:58:43,711 - mmaction - INFO - Epoch [38][400/1879] lr: 9.493e-02, eta: 4 days, 6:22:23, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.9959 2021-07-08 08:59:00,800 - mmaction - INFO - Epoch [38][420/1879] lr: 9.493e-02, eta: 4 days, 6:22:00, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9233, loss: 2.9233, grad_norm: 2.0587 2021-07-08 08:59:17,598 - mmaction - INFO - Epoch [38][440/1879] lr: 9.493e-02, eta: 4 days, 6:21:35, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6055, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.0489 2021-07-08 08:59:34,889 - mmaction - INFO - Epoch [38][460/1879] lr: 9.493e-02, eta: 4 days, 6:21:13, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5910, loss_cls: 2.9722, loss: 2.9722, grad_norm: 2.0628 2021-07-08 08:59:51,951 - mmaction - INFO - Epoch [38][480/1879] lr: 9.493e-02, eta: 4 days, 6:20:51, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6043, loss_cls: 2.9225, loss: 2.9225, grad_norm: 2.0221 2021-07-08 09:00:09,068 - mmaction - INFO - Epoch [38][500/1879] lr: 9.493e-02, eta: 4 days, 6:20:28, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6035, loss_cls: 2.9246, loss: 2.9246, grad_norm: 2.0746 2021-07-08 09:00:26,381 - mmaction - INFO - Epoch [38][520/1879] lr: 9.493e-02, eta: 4 days, 6:20:06, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6141, loss_cls: 2.9285, loss: 2.9285, grad_norm: 2.0509 2021-07-08 09:00:43,509 - mmaction - INFO - Epoch [38][540/1879] lr: 9.493e-02, eta: 4 days, 6:19:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6133, loss_cls: 2.9446, loss: 2.9446, grad_norm: 2.0609 2021-07-08 09:01:00,493 - mmaction - INFO - Epoch [38][560/1879] lr: 9.493e-02, eta: 4 days, 6:19:20, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6039, loss_cls: 2.9698, loss: 2.9698, grad_norm: 2.0507 2021-07-08 09:01:17,494 - mmaction - INFO - Epoch [38][580/1879] lr: 9.493e-02, eta: 4 days, 6:18:57, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6090, loss_cls: 2.9343, loss: 2.9343, grad_norm: 2.0430 2021-07-08 09:01:34,515 - mmaction - INFO - Epoch [38][600/1879] lr: 9.493e-02, eta: 4 days, 6:18:34, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5934, loss_cls: 2.9992, loss: 2.9992, grad_norm: 2.0424 2021-07-08 09:01:51,475 - mmaction - INFO - Epoch [38][620/1879] lr: 9.493e-02, eta: 4 days, 6:18:10, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6066, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.0131 2021-07-08 09:02:08,658 - mmaction - INFO - Epoch [38][640/1879] lr: 9.493e-02, eta: 4 days, 6:17:48, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6004, loss_cls: 2.9495, loss: 2.9495, grad_norm: 2.0478 2021-07-08 09:02:25,864 - mmaction - INFO - Epoch [38][660/1879] lr: 9.493e-02, eta: 4 days, 6:17:26, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5969, loss_cls: 2.9680, loss: 2.9680, grad_norm: 2.0355 2021-07-08 09:02:42,932 - mmaction - INFO - Epoch [38][680/1879] lr: 9.493e-02, eta: 4 days, 6:17:03, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6020, loss_cls: 2.9590, loss: 2.9590, grad_norm: 2.0034 2021-07-08 09:03:00,037 - mmaction - INFO - Epoch [38][700/1879] lr: 9.493e-02, eta: 4 days, 6:16:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5977, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.9797 2021-07-08 09:03:16,977 - mmaction - INFO - Epoch [38][720/1879] lr: 9.493e-02, eta: 4 days, 6:16:17, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6051, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.0239 2021-07-08 09:03:34,109 - mmaction - INFO - Epoch [38][740/1879] lr: 9.493e-02, eta: 4 days, 6:15:54, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6066, loss_cls: 2.9592, loss: 2.9592, grad_norm: 2.0191 2021-07-08 09:03:51,087 - mmaction - INFO - Epoch [38][760/1879] lr: 9.493e-02, eta: 4 days, 6:15:30, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5918, loss_cls: 2.9989, loss: 2.9989, grad_norm: 2.0676 2021-07-08 09:04:07,894 - mmaction - INFO - Epoch [38][780/1879] lr: 9.493e-02, eta: 4 days, 6:15:06, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6070, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.0731 2021-07-08 09:04:25,008 - mmaction - INFO - Epoch [38][800/1879] lr: 9.493e-02, eta: 4 days, 6:14:43, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5934, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.0209 2021-07-08 09:04:42,092 - mmaction - INFO - Epoch [38][820/1879] lr: 9.493e-02, eta: 4 days, 6:14:20, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5871, loss_cls: 3.0309, loss: 3.0309, grad_norm: 2.0499 2021-07-08 09:04:59,094 - mmaction - INFO - Epoch [38][840/1879] lr: 9.493e-02, eta: 4 days, 6:13:57, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5988, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.9978 2021-07-08 09:05:16,128 - mmaction - INFO - Epoch [38][860/1879] lr: 9.493e-02, eta: 4 days, 6:13:34, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6047, loss_cls: 2.9570, loss: 2.9570, grad_norm: 1.9840 2021-07-08 09:05:33,120 - mmaction - INFO - Epoch [38][880/1879] lr: 9.493e-02, eta: 4 days, 6:13:11, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3348, top5_acc: 0.6082, loss_cls: 2.9724, loss: 2.9724, grad_norm: 2.0405 2021-07-08 09:05:50,106 - mmaction - INFO - Epoch [38][900/1879] lr: 9.493e-02, eta: 4 days, 6:12:47, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5891, loss_cls: 3.0077, loss: 3.0077, grad_norm: 2.0236 2021-07-08 09:06:07,092 - mmaction - INFO - Epoch [38][920/1879] lr: 9.493e-02, eta: 4 days, 6:12:24, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5863, loss_cls: 3.0032, loss: 3.0032, grad_norm: 2.0255 2021-07-08 09:06:23,802 - mmaction - INFO - Epoch [38][940/1879] lr: 9.493e-02, eta: 4 days, 6:11:59, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5918, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.0296 2021-07-08 09:06:40,830 - mmaction - INFO - Epoch [38][960/1879] lr: 9.493e-02, eta: 4 days, 6:11:36, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5852, loss_cls: 3.0255, loss: 3.0255, grad_norm: 2.0510 2021-07-08 09:06:57,615 - mmaction - INFO - Epoch [38][980/1879] lr: 9.493e-02, eta: 4 days, 6:11:11, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6191, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.0041 2021-07-08 09:07:14,648 - mmaction - INFO - Epoch [38][1000/1879] lr: 9.493e-02, eta: 4 days, 6:10:48, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.0272 2021-07-08 09:07:31,564 - mmaction - INFO - Epoch [38][1020/1879] lr: 9.493e-02, eta: 4 days, 6:10:24, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6137, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.9909 2021-07-08 09:07:48,421 - mmaction - INFO - Epoch [38][1040/1879] lr: 9.493e-02, eta: 4 days, 6:10:00, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6047, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.0299 2021-07-08 09:08:05,508 - mmaction - INFO - Epoch [38][1060/1879] lr: 9.493e-02, eta: 4 days, 6:09:37, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5918, loss_cls: 2.9933, loss: 2.9933, grad_norm: 1.9558 2021-07-08 09:08:22,684 - mmaction - INFO - Epoch [38][1080/1879] lr: 9.493e-02, eta: 4 days, 6:09:15, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9730, loss: 2.9730, grad_norm: 2.0392 2021-07-08 09:08:39,518 - mmaction - INFO - Epoch [38][1100/1879] lr: 9.493e-02, eta: 4 days, 6:08:51, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5910, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.0217 2021-07-08 09:08:56,446 - mmaction - INFO - Epoch [38][1120/1879] lr: 9.493e-02, eta: 4 days, 6:08:27, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.9993 2021-07-08 09:09:13,427 - mmaction - INFO - Epoch [38][1140/1879] lr: 9.493e-02, eta: 4 days, 6:08:04, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6086, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.0348 2021-07-08 09:09:30,428 - mmaction - INFO - Epoch [38][1160/1879] lr: 9.493e-02, eta: 4 days, 6:07:41, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6066, loss_cls: 2.9721, loss: 2.9721, grad_norm: 2.0678 2021-07-08 09:09:47,415 - mmaction - INFO - Epoch [38][1180/1879] lr: 9.493e-02, eta: 4 days, 6:07:17, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6160, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.0074 2021-07-08 09:10:04,515 - mmaction - INFO - Epoch [38][1200/1879] lr: 9.493e-02, eta: 4 days, 6:06:54, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6059, loss_cls: 2.9560, loss: 2.9560, grad_norm: 2.0337 2021-07-08 09:10:21,340 - mmaction - INFO - Epoch [38][1220/1879] lr: 9.493e-02, eta: 4 days, 6:06:30, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6098, loss_cls: 2.9676, loss: 2.9676, grad_norm: 2.0482 2021-07-08 09:10:38,621 - mmaction - INFO - Epoch [38][1240/1879] lr: 9.493e-02, eta: 4 days, 6:06:08, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.5973, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.0083 2021-07-08 09:10:55,710 - mmaction - INFO - Epoch [38][1260/1879] lr: 9.493e-02, eta: 4 days, 6:05:46, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6285, loss_cls: 2.8281, loss: 2.8281, grad_norm: 2.0666 2021-07-08 09:11:12,826 - mmaction - INFO - Epoch [38][1280/1879] lr: 9.493e-02, eta: 4 days, 6:05:23, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6074, loss_cls: 2.9695, loss: 2.9695, grad_norm: 2.0616 2021-07-08 09:11:29,839 - mmaction - INFO - Epoch [38][1300/1879] lr: 9.493e-02, eta: 4 days, 6:05:00, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6074, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.0283 2021-07-08 09:11:46,931 - mmaction - INFO - Epoch [38][1320/1879] lr: 9.493e-02, eta: 4 days, 6:04:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6145, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.0143 2021-07-08 09:12:03,939 - mmaction - INFO - Epoch [38][1340/1879] lr: 9.493e-02, eta: 4 days, 6:04:14, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6105, loss_cls: 2.9286, loss: 2.9286, grad_norm: 2.0018 2021-07-08 09:12:21,080 - mmaction - INFO - Epoch [38][1360/1879] lr: 9.493e-02, eta: 4 days, 6:03:52, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6141, loss_cls: 2.9343, loss: 2.9343, grad_norm: 2.0694 2021-07-08 09:12:38,202 - mmaction - INFO - Epoch [38][1380/1879] lr: 9.493e-02, eta: 4 days, 6:03:29, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5848, loss_cls: 3.0553, loss: 3.0553, grad_norm: 2.0691 2021-07-08 09:12:55,192 - mmaction - INFO - Epoch [38][1400/1879] lr: 9.493e-02, eta: 4 days, 6:03:06, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.9897 2021-07-08 09:13:12,257 - mmaction - INFO - Epoch [38][1420/1879] lr: 9.493e-02, eta: 4 days, 6:02:43, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5953, loss_cls: 3.0034, loss: 3.0034, grad_norm: 2.0101 2021-07-08 09:13:29,279 - mmaction - INFO - Epoch [38][1440/1879] lr: 9.493e-02, eta: 4 days, 6:02:20, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6090, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.0137 2021-07-08 09:13:46,289 - mmaction - INFO - Epoch [38][1460/1879] lr: 9.493e-02, eta: 4 days, 6:01:57, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6086, loss_cls: 2.9268, loss: 2.9268, grad_norm: 2.0166 2021-07-08 09:14:03,195 - mmaction - INFO - Epoch [38][1480/1879] lr: 9.493e-02, eta: 4 days, 6:01:33, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5891, loss_cls: 3.0206, loss: 3.0206, grad_norm: 2.0092 2021-07-08 09:14:20,268 - mmaction - INFO - Epoch [38][1500/1879] lr: 9.493e-02, eta: 4 days, 6:01:10, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5988, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.0398 2021-07-08 09:14:37,000 - mmaction - INFO - Epoch [38][1520/1879] lr: 9.493e-02, eta: 4 days, 6:00:46, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6043, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.0100 2021-07-08 09:14:54,256 - mmaction - INFO - Epoch [38][1540/1879] lr: 9.493e-02, eta: 4 days, 6:00:24, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5992, loss_cls: 2.9758, loss: 2.9758, grad_norm: 2.0547 2021-07-08 09:15:11,220 - mmaction - INFO - Epoch [38][1560/1879] lr: 9.493e-02, eta: 4 days, 6:00:01, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5867, loss_cls: 2.9873, loss: 2.9873, grad_norm: 2.0292 2021-07-08 09:15:28,347 - mmaction - INFO - Epoch [38][1580/1879] lr: 9.493e-02, eta: 4 days, 5:59:38, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5859, loss_cls: 2.9615, loss: 2.9615, grad_norm: 2.0453 2021-07-08 09:15:45,497 - mmaction - INFO - Epoch [38][1600/1879] lr: 9.493e-02, eta: 4 days, 5:59:16, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6016, loss_cls: 2.9439, loss: 2.9439, grad_norm: 1.9994 2021-07-08 09:16:02,477 - mmaction - INFO - Epoch [38][1620/1879] lr: 9.493e-02, eta: 4 days, 5:58:53, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6102, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.0024 2021-07-08 09:16:19,575 - mmaction - INFO - Epoch [38][1640/1879] lr: 9.493e-02, eta: 4 days, 5:58:30, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5977, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.0143 2021-07-08 09:16:36,772 - mmaction - INFO - Epoch [38][1660/1879] lr: 9.493e-02, eta: 4 days, 5:58:08, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5941, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.9810 2021-07-08 09:16:53,882 - mmaction - INFO - Epoch [38][1680/1879] lr: 9.493e-02, eta: 4 days, 5:57:46, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6004, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.0142 2021-07-08 09:17:11,016 - mmaction - INFO - Epoch [38][1700/1879] lr: 9.493e-02, eta: 4 days, 5:57:23, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5941, loss_cls: 2.9781, loss: 2.9781, grad_norm: 2.0328 2021-07-08 09:17:28,039 - mmaction - INFO - Epoch [38][1720/1879] lr: 9.493e-02, eta: 4 days, 5:57:00, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 3.0001, loss: 3.0001, grad_norm: 2.0400 2021-07-08 09:17:45,181 - mmaction - INFO - Epoch [38][1740/1879] lr: 9.493e-02, eta: 4 days, 5:56:38, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5961, loss_cls: 3.0336, loss: 3.0336, grad_norm: 2.0162 2021-07-08 09:18:02,293 - mmaction - INFO - Epoch [38][1760/1879] lr: 9.493e-02, eta: 4 days, 5:56:15, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6238, loss_cls: 2.8714, loss: 2.8714, grad_norm: 1.9808 2021-07-08 09:18:19,254 - mmaction - INFO - Epoch [38][1780/1879] lr: 9.493e-02, eta: 4 days, 5:55:51, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6062, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.0751 2021-07-08 09:18:36,326 - mmaction - INFO - Epoch [38][1800/1879] lr: 9.493e-02, eta: 4 days, 5:55:29, time: 0.856, data_time: 0.008, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9702, loss: 2.9702, grad_norm: 2.0248 2021-07-08 09:18:53,350 - mmaction - INFO - Epoch [38][1820/1879] lr: 9.493e-02, eta: 4 days, 5:55:06, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6082, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.0046 2021-07-08 09:19:10,312 - mmaction - INFO - Epoch [38][1840/1879] lr: 9.493e-02, eta: 4 days, 5:54:43, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6039, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.0235 2021-07-08 09:19:27,313 - mmaction - INFO - Epoch [38][1860/1879] lr: 9.493e-02, eta: 4 days, 5:54:19, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6152, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.0143 2021-07-08 09:19:52,911 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 09:19:52,915 - mmaction - INFO - 106 BN found 2021-07-08 09:24:18,425 - mmaction - INFO - BN stats updated 2021-07-08 09:26:44,500 - mmaction - INFO - Epoch [39][20/1879] lr: 9.466e-02, eta: 4 days, 6:04:10, time: 7.198, data_time: 6.308, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5941, loss_cls: 2.9911, loss: 2.9911, grad_norm: 2.0518 2021-07-08 09:27:01,055 - mmaction - INFO - Epoch [39][40/1879] lr: 9.466e-02, eta: 4 days, 6:03:44, time: 0.831, data_time: 0.009, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6016, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.0485 2021-07-08 09:27:17,540 - mmaction - INFO - Epoch [39][60/1879] lr: 9.466e-02, eta: 4 days, 6:03:18, time: 0.824, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6141, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.9656 2021-07-08 09:27:34,145 - mmaction - INFO - Epoch [39][80/1879] lr: 9.466e-02, eta: 4 days, 6:02:52, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6031, loss_cls: 2.9402, loss: 2.9402, grad_norm: 2.0030 2021-07-08 09:27:50,728 - mmaction - INFO - Epoch [39][100/1879] lr: 9.466e-02, eta: 4 days, 6:02:26, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6051, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.0386 2021-07-08 09:28:07,459 - mmaction - INFO - Epoch [39][120/1879] lr: 9.466e-02, eta: 4 days, 6:02:02, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6152, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.0249 2021-07-08 09:28:24,217 - mmaction - INFO - Epoch [39][140/1879] lr: 9.466e-02, eta: 4 days, 6:01:37, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.9727 2021-07-08 09:28:40,970 - mmaction - INFO - Epoch [39][160/1879] lr: 9.466e-02, eta: 4 days, 6:01:12, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5977, loss_cls: 2.9957, loss: 2.9957, grad_norm: 2.0601 2021-07-08 09:28:57,615 - mmaction - INFO - Epoch [39][180/1879] lr: 9.466e-02, eta: 4 days, 6:00:47, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6109, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.9731 2021-07-08 09:29:14,548 - mmaction - INFO - Epoch [39][200/1879] lr: 9.466e-02, eta: 4 days, 6:00:23, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6230, loss_cls: 2.9089, loss: 2.9089, grad_norm: 2.0828 2021-07-08 09:29:31,429 - mmaction - INFO - Epoch [39][220/1879] lr: 9.466e-02, eta: 4 days, 5:59:59, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.9095, loss: 2.9095, grad_norm: 2.0283 2021-07-08 09:29:48,421 - mmaction - INFO - Epoch [39][240/1879] lr: 9.466e-02, eta: 4 days, 5:59:36, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6117, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.0151 2021-07-08 09:30:05,466 - mmaction - INFO - Epoch [39][260/1879] lr: 9.466e-02, eta: 4 days, 5:59:13, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6008, loss_cls: 2.9565, loss: 2.9565, grad_norm: 2.0529 2021-07-08 09:30:22,478 - mmaction - INFO - Epoch [39][280/1879] lr: 9.466e-02, eta: 4 days, 5:58:50, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6102, loss_cls: 2.9173, loss: 2.9173, grad_norm: 2.0343 2021-07-08 09:30:39,529 - mmaction - INFO - Epoch [39][300/1879] lr: 9.466e-02, eta: 4 days, 5:58:27, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8654, loss: 2.8654, grad_norm: 2.0548 2021-07-08 09:30:56,419 - mmaction - INFO - Epoch [39][320/1879] lr: 9.466e-02, eta: 4 days, 5:58:03, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6031, loss_cls: 2.9520, loss: 2.9520, grad_norm: 2.0797 2021-07-08 09:31:13,321 - mmaction - INFO - Epoch [39][340/1879] lr: 9.466e-02, eta: 4 days, 5:57:39, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6133, loss_cls: 2.9122, loss: 2.9122, grad_norm: 2.0449 2021-07-08 09:31:30,274 - mmaction - INFO - Epoch [39][360/1879] lr: 9.466e-02, eta: 4 days, 5:57:15, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6086, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.0343 2021-07-08 09:31:47,331 - mmaction - INFO - Epoch [39][380/1879] lr: 9.466e-02, eta: 4 days, 5:56:52, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5988, loss_cls: 2.9875, loss: 2.9875, grad_norm: 2.0244 2021-07-08 09:32:04,351 - mmaction - INFO - Epoch [39][400/1879] lr: 9.466e-02, eta: 4 days, 5:56:29, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6094, loss_cls: 2.9283, loss: 2.9283, grad_norm: 1.9949 2021-07-08 09:32:21,204 - mmaction - INFO - Epoch [39][420/1879] lr: 9.466e-02, eta: 4 days, 5:56:05, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5797, loss_cls: 3.0264, loss: 3.0264, grad_norm: 2.0462 2021-07-08 09:32:38,249 - mmaction - INFO - Epoch [39][440/1879] lr: 9.466e-02, eta: 4 days, 5:55:42, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6035, loss_cls: 2.9283, loss: 2.9283, grad_norm: 2.0292 2021-07-08 09:32:55,412 - mmaction - INFO - Epoch [39][460/1879] lr: 9.466e-02, eta: 4 days, 5:55:19, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6059, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.0522 2021-07-08 09:33:12,491 - mmaction - INFO - Epoch [39][480/1879] lr: 9.466e-02, eta: 4 days, 5:54:57, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6090, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.9776 2021-07-08 09:33:29,476 - mmaction - INFO - Epoch [39][500/1879] lr: 9.466e-02, eta: 4 days, 5:54:34, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3398, top5_acc: 0.6043, loss_cls: 2.9739, loss: 2.9739, grad_norm: 2.0658 2021-07-08 09:33:46,353 - mmaction - INFO - Epoch [39][520/1879] lr: 9.466e-02, eta: 4 days, 5:54:10, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5926, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.0309 2021-07-08 09:34:03,404 - mmaction - INFO - Epoch [39][540/1879] lr: 9.466e-02, eta: 4 days, 5:53:47, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.9784 2021-07-08 09:34:20,456 - mmaction - INFO - Epoch [39][560/1879] lr: 9.466e-02, eta: 4 days, 5:53:24, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6078, loss_cls: 2.9647, loss: 2.9647, grad_norm: 2.0306 2021-07-08 09:34:37,622 - mmaction - INFO - Epoch [39][580/1879] lr: 9.466e-02, eta: 4 days, 5:53:01, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6004, loss_cls: 2.9690, loss: 2.9690, grad_norm: 2.0491 2021-07-08 09:34:54,640 - mmaction - INFO - Epoch [39][600/1879] lr: 9.466e-02, eta: 4 days, 5:52:38, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.0241 2021-07-08 09:35:11,530 - mmaction - INFO - Epoch [39][620/1879] lr: 9.466e-02, eta: 4 days, 5:52:14, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6137, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.0308 2021-07-08 09:35:28,613 - mmaction - INFO - Epoch [39][640/1879] lr: 9.466e-02, eta: 4 days, 5:51:52, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6121, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.9915 2021-07-08 09:35:45,665 - mmaction - INFO - Epoch [39][660/1879] lr: 9.466e-02, eta: 4 days, 5:51:29, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6078, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.0497 2021-07-08 09:36:02,603 - mmaction - INFO - Epoch [39][680/1879] lr: 9.466e-02, eta: 4 days, 5:51:05, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6145, loss_cls: 2.9717, loss: 2.9717, grad_norm: 2.0084 2021-07-08 09:36:19,699 - mmaction - INFO - Epoch [39][700/1879] lr: 9.466e-02, eta: 4 days, 5:50:42, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6086, loss_cls: 2.9640, loss: 2.9640, grad_norm: 2.0759 2021-07-08 09:36:36,766 - mmaction - INFO - Epoch [39][720/1879] lr: 9.466e-02, eta: 4 days, 5:50:20, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6129, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.9936 2021-07-08 09:36:53,839 - mmaction - INFO - Epoch [39][740/1879] lr: 9.466e-02, eta: 4 days, 5:49:56, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6012, loss_cls: 2.9424, loss: 2.9424, grad_norm: 2.0076 2021-07-08 09:37:10,942 - mmaction - INFO - Epoch [39][760/1879] lr: 9.466e-02, eta: 4 days, 5:49:34, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6160, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.0384 2021-07-08 09:37:28,037 - mmaction - INFO - Epoch [39][780/1879] lr: 9.466e-02, eta: 4 days, 5:49:11, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5910, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.0126 2021-07-08 09:37:45,112 - mmaction - INFO - Epoch [39][800/1879] lr: 9.466e-02, eta: 4 days, 5:48:49, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6023, loss_cls: 2.9695, loss: 2.9695, grad_norm: 2.0609 2021-07-08 09:38:02,187 - mmaction - INFO - Epoch [39][820/1879] lr: 9.466e-02, eta: 4 days, 5:48:26, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6047, loss_cls: 2.9206, loss: 2.9206, grad_norm: 2.0128 2021-07-08 09:38:19,484 - mmaction - INFO - Epoch [39][840/1879] lr: 9.466e-02, eta: 4 days, 5:48:04, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6109, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.0399 2021-07-08 09:38:36,700 - mmaction - INFO - Epoch [39][860/1879] lr: 9.466e-02, eta: 4 days, 5:47:42, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6035, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.0380 2021-07-08 09:38:53,765 - mmaction - INFO - Epoch [39][880/1879] lr: 9.466e-02, eta: 4 days, 5:47:20, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6117, loss_cls: 2.9604, loss: 2.9604, grad_norm: 2.1026 2021-07-08 09:39:10,883 - mmaction - INFO - Epoch [39][900/1879] lr: 9.466e-02, eta: 4 days, 5:46:57, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5996, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.0805 2021-07-08 09:39:27,912 - mmaction - INFO - Epoch [39][920/1879] lr: 9.466e-02, eta: 4 days, 5:46:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5980, loss_cls: 2.9873, loss: 2.9873, grad_norm: 2.0245 2021-07-08 09:39:45,094 - mmaction - INFO - Epoch [39][940/1879] lr: 9.466e-02, eta: 4 days, 5:46:12, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5930, loss_cls: 2.9755, loss: 2.9755, grad_norm: 2.0312 2021-07-08 09:40:01,984 - mmaction - INFO - Epoch [39][960/1879] lr: 9.466e-02, eta: 4 days, 5:45:48, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6082, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.9999 2021-07-08 09:40:19,160 - mmaction - INFO - Epoch [39][980/1879] lr: 9.466e-02, eta: 4 days, 5:45:26, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3613, top5_acc: 0.5996, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.0476 2021-07-08 09:40:36,360 - mmaction - INFO - Epoch [39][1000/1879] lr: 9.466e-02, eta: 4 days, 5:45:04, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9670, loss: 2.9670, grad_norm: 2.0690 2021-07-08 09:40:53,360 - mmaction - INFO - Epoch [39][1020/1879] lr: 9.466e-02, eta: 4 days, 5:44:41, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9388, loss: 2.9388, grad_norm: 2.0619 2021-07-08 09:41:10,384 - mmaction - INFO - Epoch [39][1040/1879] lr: 9.466e-02, eta: 4 days, 5:44:18, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5875, loss_cls: 3.0110, loss: 3.0110, grad_norm: 2.0413 2021-07-08 09:41:27,711 - mmaction - INFO - Epoch [39][1060/1879] lr: 9.466e-02, eta: 4 days, 5:43:56, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5938, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.0368 2021-07-08 09:41:44,760 - mmaction - INFO - Epoch [39][1080/1879] lr: 9.466e-02, eta: 4 days, 5:43:34, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6184, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.9801 2021-07-08 09:42:01,842 - mmaction - INFO - Epoch [39][1100/1879] lr: 9.466e-02, eta: 4 days, 5:43:11, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6113, loss_cls: 2.9145, loss: 2.9145, grad_norm: 2.0925 2021-07-08 09:42:19,029 - mmaction - INFO - Epoch [39][1120/1879] lr: 9.466e-02, eta: 4 days, 5:42:49, time: 0.857, data_time: 0.000, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5895, loss_cls: 3.0289, loss: 3.0289, grad_norm: 2.1033 2021-07-08 09:42:36,173 - mmaction - INFO - Epoch [39][1140/1879] lr: 9.466e-02, eta: 4 days, 5:42:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5934, loss_cls: 2.9724, loss: 2.9724, grad_norm: 2.0492 2021-07-08 09:42:53,302 - mmaction - INFO - Epoch [39][1160/1879] lr: 9.466e-02, eta: 4 days, 5:42:04, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5969, loss_cls: 3.0248, loss: 3.0248, grad_norm: 2.1065 2021-07-08 09:43:10,327 - mmaction - INFO - Epoch [39][1180/1879] lr: 9.466e-02, eta: 4 days, 5:41:41, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6176, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.0449 2021-07-08 09:43:27,542 - mmaction - INFO - Epoch [39][1200/1879] lr: 9.466e-02, eta: 4 days, 5:41:19, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6137, loss_cls: 2.9291, loss: 2.9291, grad_norm: 2.0394 2021-07-08 09:43:44,594 - mmaction - INFO - Epoch [39][1220/1879] lr: 9.466e-02, eta: 4 days, 5:40:56, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6043, loss_cls: 2.9304, loss: 2.9304, grad_norm: 2.0358 2021-07-08 09:44:01,791 - mmaction - INFO - Epoch [39][1240/1879] lr: 9.466e-02, eta: 4 days, 5:40:34, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.0147 2021-07-08 09:44:18,789 - mmaction - INFO - Epoch [39][1260/1879] lr: 9.466e-02, eta: 4 days, 5:40:11, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6207, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.0555 2021-07-08 09:44:35,882 - mmaction - INFO - Epoch [39][1280/1879] lr: 9.466e-02, eta: 4 days, 5:39:48, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6004, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.0291 2021-07-08 09:44:53,049 - mmaction - INFO - Epoch [39][1300/1879] lr: 9.466e-02, eta: 4 days, 5:39:26, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3340, top5_acc: 0.6031, loss_cls: 2.9864, loss: 2.9864, grad_norm: 2.0665 2021-07-08 09:45:10,073 - mmaction - INFO - Epoch [39][1320/1879] lr: 9.466e-02, eta: 4 days, 5:39:03, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6047, loss_cls: 2.9433, loss: 2.9433, grad_norm: 1.9752 2021-07-08 09:45:27,311 - mmaction - INFO - Epoch [39][1340/1879] lr: 9.466e-02, eta: 4 days, 5:38:41, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6180, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.9960 2021-07-08 09:45:44,153 - mmaction - INFO - Epoch [39][1360/1879] lr: 9.466e-02, eta: 4 days, 5:38:18, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6168, loss_cls: 2.9245, loss: 2.9245, grad_norm: 2.0718 2021-07-08 09:46:01,324 - mmaction - INFO - Epoch [39][1380/1879] lr: 9.466e-02, eta: 4 days, 5:37:55, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6176, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.0221 2021-07-08 09:46:18,438 - mmaction - INFO - Epoch [39][1400/1879] lr: 9.466e-02, eta: 4 days, 5:37:33, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 2.9906, loss: 2.9906, grad_norm: 2.0534 2021-07-08 09:46:35,634 - mmaction - INFO - Epoch [39][1420/1879] lr: 9.466e-02, eta: 4 days, 5:37:11, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6160, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.0271 2021-07-08 09:46:52,818 - mmaction - INFO - Epoch [39][1440/1879] lr: 9.466e-02, eta: 4 days, 5:36:49, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6238, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.0330 2021-07-08 09:47:09,925 - mmaction - INFO - Epoch [39][1460/1879] lr: 9.466e-02, eta: 4 days, 5:36:26, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6141, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.0661 2021-07-08 09:47:26,919 - mmaction - INFO - Epoch [39][1480/1879] lr: 9.466e-02, eta: 4 days, 5:36:03, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6012, loss_cls: 2.9458, loss: 2.9458, grad_norm: 2.0300 2021-07-08 09:47:43,968 - mmaction - INFO - Epoch [39][1500/1879] lr: 9.466e-02, eta: 4 days, 5:35:40, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6324, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.0418 2021-07-08 09:48:01,127 - mmaction - INFO - Epoch [39][1520/1879] lr: 9.466e-02, eta: 4 days, 5:35:18, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6078, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.0528 2021-07-08 09:48:18,066 - mmaction - INFO - Epoch [39][1540/1879] lr: 9.466e-02, eta: 4 days, 5:34:55, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6156, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.0239 2021-07-08 09:48:35,068 - mmaction - INFO - Epoch [39][1560/1879] lr: 9.466e-02, eta: 4 days, 5:34:32, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6102, loss_cls: 2.9433, loss: 2.9433, grad_norm: 2.0243 2021-07-08 09:48:52,344 - mmaction - INFO - Epoch [39][1580/1879] lr: 9.466e-02, eta: 4 days, 5:34:10, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6141, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.0117 2021-07-08 09:49:09,535 - mmaction - INFO - Epoch [39][1600/1879] lr: 9.466e-02, eta: 4 days, 5:33:48, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6074, loss_cls: 2.9664, loss: 2.9664, grad_norm: 2.0345 2021-07-08 09:49:26,528 - mmaction - INFO - Epoch [39][1620/1879] lr: 9.466e-02, eta: 4 days, 5:33:25, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6164, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.0417 2021-07-08 09:49:43,579 - mmaction - INFO - Epoch [39][1640/1879] lr: 9.466e-02, eta: 4 days, 5:33:02, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.0708 2021-07-08 09:50:00,769 - mmaction - INFO - Epoch [39][1660/1879] lr: 9.466e-02, eta: 4 days, 5:32:40, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6090, loss_cls: 2.9792, loss: 2.9792, grad_norm: 2.0957 2021-07-08 09:50:17,760 - mmaction - INFO - Epoch [39][1680/1879] lr: 9.466e-02, eta: 4 days, 5:32:17, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3574, top5_acc: 0.5898, loss_cls: 3.0045, loss: 3.0045, grad_norm: 2.0127 2021-07-08 09:50:34,849 - mmaction - INFO - Epoch [39][1700/1879] lr: 9.466e-02, eta: 4 days, 5:31:54, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6004, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.0447 2021-07-08 09:50:51,912 - mmaction - INFO - Epoch [39][1720/1879] lr: 9.466e-02, eta: 4 days, 5:31:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.0223 2021-07-08 09:51:08,912 - mmaction - INFO - Epoch [39][1740/1879] lr: 9.466e-02, eta: 4 days, 5:31:09, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6113, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.0431 2021-07-08 09:51:25,932 - mmaction - INFO - Epoch [39][1760/1879] lr: 9.466e-02, eta: 4 days, 5:30:46, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6113, loss_cls: 2.9380, loss: 2.9380, grad_norm: 2.0276 2021-07-08 09:51:42,930 - mmaction - INFO - Epoch [39][1780/1879] lr: 9.466e-02, eta: 4 days, 5:30:23, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5906, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.0254 2021-07-08 09:52:00,059 - mmaction - INFO - Epoch [39][1800/1879] lr: 9.466e-02, eta: 4 days, 5:30:01, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6141, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.0407 2021-07-08 09:52:17,316 - mmaction - INFO - Epoch [39][1820/1879] lr: 9.466e-02, eta: 4 days, 5:29:38, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6145, loss_cls: 2.9356, loss: 2.9356, grad_norm: 2.0455 2021-07-08 09:52:34,518 - mmaction - INFO - Epoch [39][1840/1879] lr: 9.466e-02, eta: 4 days, 5:29:17, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6004, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.0043 2021-07-08 09:52:51,730 - mmaction - INFO - Epoch [39][1860/1879] lr: 9.466e-02, eta: 4 days, 5:28:55, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6125, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.0492 2021-07-08 09:53:18,795 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 09:53:18,809 - mmaction - INFO - 106 BN found 2021-07-08 09:57:43,289 - mmaction - INFO - BN stats updated 2021-07-08 10:00:14,597 - mmaction - INFO - Epoch [40][20/1879] lr: 9.438e-02, eta: 4 days, 5:38:56, time: 7.463, data_time: 6.590, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6273, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.0373 2021-07-08 10:00:31,163 - mmaction - INFO - Epoch [40][40/1879] lr: 9.438e-02, eta: 4 days, 5:38:30, time: 0.828, data_time: 0.008, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6137, loss_cls: 2.9131, loss: 2.9131, grad_norm: 2.0279 2021-07-08 10:00:47,613 - mmaction - INFO - Epoch [40][60/1879] lr: 9.438e-02, eta: 4 days, 5:38:04, time: 0.823, data_time: 0.003, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6105, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.0259 2021-07-08 10:01:04,370 - mmaction - INFO - Epoch [40][80/1879] lr: 9.438e-02, eta: 4 days, 5:37:39, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6082, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.0168 2021-07-08 10:01:20,909 - mmaction - INFO - Epoch [40][100/1879] lr: 9.438e-02, eta: 4 days, 5:37:13, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6180, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.0836 2021-07-08 10:01:37,554 - mmaction - INFO - Epoch [40][120/1879] lr: 9.438e-02, eta: 4 days, 5:36:48, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6094, loss_cls: 2.8964, loss: 2.8964, grad_norm: 1.9385 2021-07-08 10:01:54,422 - mmaction - INFO - Epoch [40][140/1879] lr: 9.438e-02, eta: 4 days, 5:36:24, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6191, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.0364 2021-07-08 10:02:11,162 - mmaction - INFO - Epoch [40][160/1879] lr: 9.438e-02, eta: 4 days, 5:36:00, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6121, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.0496 2021-07-08 10:02:27,938 - mmaction - INFO - Epoch [40][180/1879] lr: 9.438e-02, eta: 4 days, 5:35:35, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.0164 2021-07-08 10:02:44,799 - mmaction - INFO - Epoch [40][200/1879] lr: 9.438e-02, eta: 4 days, 5:35:11, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6043, loss_cls: 2.9375, loss: 2.9375, grad_norm: 2.0738 2021-07-08 10:03:01,728 - mmaction - INFO - Epoch [40][220/1879] lr: 9.438e-02, eta: 4 days, 5:34:48, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3348, top5_acc: 0.6078, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.0573 2021-07-08 10:03:18,755 - mmaction - INFO - Epoch [40][240/1879] lr: 9.438e-02, eta: 4 days, 5:34:24, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5945, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.0620 2021-07-08 10:03:35,745 - mmaction - INFO - Epoch [40][260/1879] lr: 9.438e-02, eta: 4 days, 5:34:01, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6016, loss_cls: 2.9513, loss: 2.9513, grad_norm: 2.0563 2021-07-08 10:03:52,598 - mmaction - INFO - Epoch [40][280/1879] lr: 9.438e-02, eta: 4 days, 5:33:37, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6062, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.0654 2021-07-08 10:04:09,738 - mmaction - INFO - Epoch [40][300/1879] lr: 9.438e-02, eta: 4 days, 5:33:15, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6098, loss_cls: 2.8851, loss: 2.8851, grad_norm: 2.0327 2021-07-08 10:04:26,687 - mmaction - INFO - Epoch [40][320/1879] lr: 9.438e-02, eta: 4 days, 5:32:51, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5988, loss_cls: 2.9568, loss: 2.9568, grad_norm: 2.0436 2021-07-08 10:04:43,627 - mmaction - INFO - Epoch [40][340/1879] lr: 9.438e-02, eta: 4 days, 5:32:28, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.9693 2021-07-08 10:05:00,560 - mmaction - INFO - Epoch [40][360/1879] lr: 9.438e-02, eta: 4 days, 5:32:04, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6102, loss_cls: 2.9038, loss: 2.9038, grad_norm: 2.0272 2021-07-08 10:05:17,560 - mmaction - INFO - Epoch [40][380/1879] lr: 9.438e-02, eta: 4 days, 5:31:41, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6086, loss_cls: 2.9119, loss: 2.9119, grad_norm: 1.9897 2021-07-08 10:05:34,616 - mmaction - INFO - Epoch [40][400/1879] lr: 9.438e-02, eta: 4 days, 5:31:18, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6320, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.9974 2021-07-08 10:05:51,562 - mmaction - INFO - Epoch [40][420/1879] lr: 9.438e-02, eta: 4 days, 5:30:55, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.5984, loss_cls: 2.9405, loss: 2.9405, grad_norm: 2.0171 2021-07-08 10:06:08,620 - mmaction - INFO - Epoch [40][440/1879] lr: 9.438e-02, eta: 4 days, 5:30:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6281, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.0473 2021-07-08 10:06:25,750 - mmaction - INFO - Epoch [40][460/1879] lr: 9.438e-02, eta: 4 days, 5:30:10, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5988, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.0598 2021-07-08 10:06:42,642 - mmaction - INFO - Epoch [40][480/1879] lr: 9.438e-02, eta: 4 days, 5:29:46, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6016, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.0037 2021-07-08 10:06:59,631 - mmaction - INFO - Epoch [40][500/1879] lr: 9.438e-02, eta: 4 days, 5:29:23, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5895, loss_cls: 3.0183, loss: 3.0183, grad_norm: 2.0442 2021-07-08 10:07:16,666 - mmaction - INFO - Epoch [40][520/1879] lr: 9.438e-02, eta: 4 days, 5:29:00, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6051, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.9898 2021-07-08 10:07:33,620 - mmaction - INFO - Epoch [40][540/1879] lr: 9.438e-02, eta: 4 days, 5:28:36, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6066, loss_cls: 2.9390, loss: 2.9390, grad_norm: 2.0390 2021-07-08 10:07:50,756 - mmaction - INFO - Epoch [40][560/1879] lr: 9.438e-02, eta: 4 days, 5:28:14, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6098, loss_cls: 2.8894, loss: 2.8894, grad_norm: 2.0388 2021-07-08 10:08:07,644 - mmaction - INFO - Epoch [40][580/1879] lr: 9.438e-02, eta: 4 days, 5:27:50, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 2.9761, loss: 2.9761, grad_norm: 2.0631 2021-07-08 10:08:24,530 - mmaction - INFO - Epoch [40][600/1879] lr: 9.438e-02, eta: 4 days, 5:27:26, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6117, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.0220 2021-07-08 10:08:41,810 - mmaction - INFO - Epoch [40][620/1879] lr: 9.438e-02, eta: 4 days, 5:27:05, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6035, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.9903 2021-07-08 10:08:58,946 - mmaction - INFO - Epoch [40][640/1879] lr: 9.438e-02, eta: 4 days, 5:26:42, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5766, loss_cls: 3.0552, loss: 3.0552, grad_norm: 2.0720 2021-07-08 10:09:15,989 - mmaction - INFO - Epoch [40][660/1879] lr: 9.438e-02, eta: 4 days, 5:26:19, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6113, loss_cls: 2.9407, loss: 2.9407, grad_norm: 1.9805 2021-07-08 10:09:33,003 - mmaction - INFO - Epoch [40][680/1879] lr: 9.438e-02, eta: 4 days, 5:25:56, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6039, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.0539 2021-07-08 10:09:50,150 - mmaction - INFO - Epoch [40][700/1879] lr: 9.438e-02, eta: 4 days, 5:25:34, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6270, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.0492 2021-07-08 10:10:07,193 - mmaction - INFO - Epoch [40][720/1879] lr: 9.438e-02, eta: 4 days, 5:25:11, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6172, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.0218 2021-07-08 10:10:24,348 - mmaction - INFO - Epoch [40][740/1879] lr: 9.438e-02, eta: 4 days, 5:24:49, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6148, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.0543 2021-07-08 10:10:41,415 - mmaction - INFO - Epoch [40][760/1879] lr: 9.438e-02, eta: 4 days, 5:24:26, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5918, loss_cls: 3.0044, loss: 3.0044, grad_norm: 2.0433 2021-07-08 10:10:58,528 - mmaction - INFO - Epoch [40][780/1879] lr: 9.438e-02, eta: 4 days, 5:24:04, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6176, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.0538 2021-07-08 10:11:15,615 - mmaction - INFO - Epoch [40][800/1879] lr: 9.438e-02, eta: 4 days, 5:23:41, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6098, loss_cls: 2.9602, loss: 2.9602, grad_norm: 2.0698 2021-07-08 10:11:32,648 - mmaction - INFO - Epoch [40][820/1879] lr: 9.438e-02, eta: 4 days, 5:23:18, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6180, loss_cls: 2.8810, loss: 2.8810, grad_norm: 2.0354 2021-07-08 10:11:49,687 - mmaction - INFO - Epoch [40][840/1879] lr: 9.438e-02, eta: 4 days, 5:22:55, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6188, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.0384 2021-07-08 10:12:06,789 - mmaction - INFO - Epoch [40][860/1879] lr: 9.438e-02, eta: 4 days, 5:22:33, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6016, loss_cls: 2.9414, loss: 2.9414, grad_norm: 2.0277 2021-07-08 10:12:23,990 - mmaction - INFO - Epoch [40][880/1879] lr: 9.438e-02, eta: 4 days, 5:22:11, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6000, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.0568 2021-07-08 10:12:41,025 - mmaction - INFO - Epoch [40][900/1879] lr: 9.438e-02, eta: 4 days, 5:21:48, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6066, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.0467 2021-07-08 10:12:58,104 - mmaction - INFO - Epoch [40][920/1879] lr: 9.438e-02, eta: 4 days, 5:21:25, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6113, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.0167 2021-07-08 10:13:15,187 - mmaction - INFO - Epoch [40][940/1879] lr: 9.438e-02, eta: 4 days, 5:21:03, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6121, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.0615 2021-07-08 10:13:32,372 - mmaction - INFO - Epoch [40][960/1879] lr: 9.438e-02, eta: 4 days, 5:20:40, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.0613 2021-07-08 10:13:49,472 - mmaction - INFO - Epoch [40][980/1879] lr: 9.438e-02, eta: 4 days, 5:20:18, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6109, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.0797 2021-07-08 10:14:06,685 - mmaction - INFO - Epoch [40][1000/1879] lr: 9.438e-02, eta: 4 days, 5:19:56, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5902, loss_cls: 3.0207, loss: 3.0207, grad_norm: 2.0437 2021-07-08 10:14:23,818 - mmaction - INFO - Epoch [40][1020/1879] lr: 9.438e-02, eta: 4 days, 5:19:34, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6059, loss_cls: 2.9583, loss: 2.9583, grad_norm: 2.0066 2021-07-08 10:14:41,072 - mmaction - INFO - Epoch [40][1040/1879] lr: 9.438e-02, eta: 4 days, 5:19:12, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6145, loss_cls: 2.9317, loss: 2.9317, grad_norm: 2.0268 2021-07-08 10:14:58,150 - mmaction - INFO - Epoch [40][1060/1879] lr: 9.438e-02, eta: 4 days, 5:18:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6121, loss_cls: 2.9175, loss: 2.9175, grad_norm: 2.0477 2021-07-08 10:15:15,232 - mmaction - INFO - Epoch [40][1080/1879] lr: 9.438e-02, eta: 4 days, 5:18:27, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6078, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.0358 2021-07-08 10:15:32,494 - mmaction - INFO - Epoch [40][1100/1879] lr: 9.438e-02, eta: 4 days, 5:18:05, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3305, top5_acc: 0.6035, loss_cls: 2.9709, loss: 2.9709, grad_norm: 2.0673 2021-07-08 10:15:49,544 - mmaction - INFO - Epoch [40][1120/1879] lr: 9.438e-02, eta: 4 days, 5:17:43, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6055, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.0804 2021-07-08 10:16:06,707 - mmaction - INFO - Epoch [40][1140/1879] lr: 9.438e-02, eta: 4 days, 5:17:20, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6098, loss_cls: 2.9020, loss: 2.9020, grad_norm: 2.0061 2021-07-08 10:16:23,859 - mmaction - INFO - Epoch [40][1160/1879] lr: 9.438e-02, eta: 4 days, 5:16:58, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.0372 2021-07-08 10:16:41,091 - mmaction - INFO - Epoch [40][1180/1879] lr: 9.438e-02, eta: 4 days, 5:16:36, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9225, loss: 2.9225, grad_norm: 2.0161 2021-07-08 10:16:58,039 - mmaction - INFO - Epoch [40][1200/1879] lr: 9.438e-02, eta: 4 days, 5:16:13, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6133, loss_cls: 2.8990, loss: 2.8990, grad_norm: 1.9961 2021-07-08 10:17:15,195 - mmaction - INFO - Epoch [40][1220/1879] lr: 9.438e-02, eta: 4 days, 5:15:51, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6012, loss_cls: 2.9856, loss: 2.9856, grad_norm: 2.0082 2021-07-08 10:17:32,180 - mmaction - INFO - Epoch [40][1240/1879] lr: 9.438e-02, eta: 4 days, 5:15:28, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6184, loss_cls: 2.8738, loss: 2.8738, grad_norm: 2.0374 2021-07-08 10:17:49,484 - mmaction - INFO - Epoch [40][1260/1879] lr: 9.438e-02, eta: 4 days, 5:15:06, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.0746 2021-07-08 10:18:06,773 - mmaction - INFO - Epoch [40][1280/1879] lr: 9.438e-02, eta: 4 days, 5:14:45, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6047, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.9955 2021-07-08 10:18:24,013 - mmaction - INFO - Epoch [40][1300/1879] lr: 9.438e-02, eta: 4 days, 5:14:23, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5891, loss_cls: 3.0249, loss: 3.0249, grad_norm: 2.0569 2021-07-08 10:18:41,145 - mmaction - INFO - Epoch [40][1320/1879] lr: 9.438e-02, eta: 4 days, 5:14:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6000, loss_cls: 2.9566, loss: 2.9566, grad_norm: 2.0898 2021-07-08 10:18:58,156 - mmaction - INFO - Epoch [40][1340/1879] lr: 9.438e-02, eta: 4 days, 5:13:38, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6059, loss_cls: 2.9275, loss: 2.9275, grad_norm: 2.0573 2021-07-08 10:19:15,404 - mmaction - INFO - Epoch [40][1360/1879] lr: 9.438e-02, eta: 4 days, 5:13:16, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5969, loss_cls: 2.9588, loss: 2.9588, grad_norm: 2.0246 2021-07-08 10:19:32,291 - mmaction - INFO - Epoch [40][1380/1879] lr: 9.438e-02, eta: 4 days, 5:12:53, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.9252, loss: 2.9252, grad_norm: 2.0196 2021-07-08 10:19:49,296 - mmaction - INFO - Epoch [40][1400/1879] lr: 9.438e-02, eta: 4 days, 5:12:30, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3348, top5_acc: 0.6062, loss_cls: 2.9872, loss: 2.9872, grad_norm: 2.0901 2021-07-08 10:20:06,362 - mmaction - INFO - Epoch [40][1420/1879] lr: 9.438e-02, eta: 4 days, 5:12:07, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6133, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.0241 2021-07-08 10:20:23,507 - mmaction - INFO - Epoch [40][1440/1879] lr: 9.438e-02, eta: 4 days, 5:11:45, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6184, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.0352 2021-07-08 10:20:40,527 - mmaction - INFO - Epoch [40][1460/1879] lr: 9.438e-02, eta: 4 days, 5:11:22, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.9995 2021-07-08 10:20:57,600 - mmaction - INFO - Epoch [40][1480/1879] lr: 9.438e-02, eta: 4 days, 5:10:59, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.9303, loss: 2.9303, grad_norm: 2.0495 2021-07-08 10:21:14,761 - mmaction - INFO - Epoch [40][1500/1879] lr: 9.438e-02, eta: 4 days, 5:10:37, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6137, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.0375 2021-07-08 10:21:31,759 - mmaction - INFO - Epoch [40][1520/1879] lr: 9.438e-02, eta: 4 days, 5:10:14, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6086, loss_cls: 2.9270, loss: 2.9270, grad_norm: 2.0704 2021-07-08 10:21:48,887 - mmaction - INFO - Epoch [40][1540/1879] lr: 9.438e-02, eta: 4 days, 5:09:52, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8487, loss: 2.8487, grad_norm: 2.0176 2021-07-08 10:22:05,946 - mmaction - INFO - Epoch [40][1560/1879] lr: 9.438e-02, eta: 4 days, 5:09:29, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.0619 2021-07-08 10:22:22,974 - mmaction - INFO - Epoch [40][1580/1879] lr: 9.438e-02, eta: 4 days, 5:09:06, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6035, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.0963 2021-07-08 10:22:40,063 - mmaction - INFO - Epoch [40][1600/1879] lr: 9.438e-02, eta: 4 days, 5:08:44, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5895, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.0586 2021-07-08 10:22:57,042 - mmaction - INFO - Epoch [40][1620/1879] lr: 9.438e-02, eta: 4 days, 5:08:21, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6105, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.9999 2021-07-08 10:23:14,209 - mmaction - INFO - Epoch [40][1640/1879] lr: 9.438e-02, eta: 4 days, 5:07:58, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5996, loss_cls: 2.9850, loss: 2.9850, grad_norm: 2.0457 2021-07-08 10:23:31,234 - mmaction - INFO - Epoch [40][1660/1879] lr: 9.438e-02, eta: 4 days, 5:07:36, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6152, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.1030 2021-07-08 10:23:48,360 - mmaction - INFO - Epoch [40][1680/1879] lr: 9.438e-02, eta: 4 days, 5:07:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5867, loss_cls: 2.9962, loss: 2.9962, grad_norm: 2.0715 2021-07-08 10:24:05,371 - mmaction - INFO - Epoch [40][1700/1879] lr: 9.438e-02, eta: 4 days, 5:06:51, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5926, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.0674 2021-07-08 10:24:22,315 - mmaction - INFO - Epoch [40][1720/1879] lr: 9.438e-02, eta: 4 days, 5:06:27, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 2.9700, loss: 2.9700, grad_norm: 1.9885 2021-07-08 10:24:39,327 - mmaction - INFO - Epoch [40][1740/1879] lr: 9.438e-02, eta: 4 days, 5:06:05, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5902, loss_cls: 2.9821, loss: 2.9821, grad_norm: 2.0462 2021-07-08 10:24:56,419 - mmaction - INFO - Epoch [40][1760/1879] lr: 9.438e-02, eta: 4 days, 5:05:42, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6164, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.0466 2021-07-08 10:25:13,328 - mmaction - INFO - Epoch [40][1780/1879] lr: 9.438e-02, eta: 4 days, 5:05:19, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5918, loss_cls: 2.9891, loss: 2.9891, grad_norm: 2.0642 2021-07-08 10:25:30,453 - mmaction - INFO - Epoch [40][1800/1879] lr: 9.438e-02, eta: 4 days, 5:04:56, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3523, top5_acc: 0.5941, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.9917 2021-07-08 10:25:47,471 - mmaction - INFO - Epoch [40][1820/1879] lr: 9.438e-02, eta: 4 days, 5:04:33, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6180, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.0474 2021-07-08 10:26:04,579 - mmaction - INFO - Epoch [40][1840/1879] lr: 9.438e-02, eta: 4 days, 5:04:11, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6156, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.0311 2021-07-08 10:26:21,624 - mmaction - INFO - Epoch [40][1860/1879] lr: 9.438e-02, eta: 4 days, 5:03:48, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6023, loss_cls: 2.9913, loss: 2.9913, grad_norm: 2.0294 2021-07-08 10:26:46,154 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 10:26:46,158 - mmaction - INFO - 106 BN found 2021-07-08 10:31:10,753 - mmaction - INFO - BN stats updated 2021-07-08 10:35:01,080 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 10:35:01,902 - mmaction - INFO - top1_acc 0.4441 top5_acc 0.7140 2021-07-08 10:35:01,902 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 10:35:01,958 - mmaction - INFO - mean_acc 0.4439 2021-07-08 10:35:02,712 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_40.pth. 2021-07-08 10:35:02,712 - mmaction - INFO - Best top1_acc is 0.4441 at 40 epoch. 2021-07-08 10:35:02,732 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-07-08 10:35:03,569 - mmaction - INFO - Epoch(val) [40][155] top1_acc: 0.4441, top5_acc: 0.7140, mean_class_accuracy: 0.4439 2021-07-08 10:36:31,764 - mmaction - INFO - Epoch [41][20/1879] lr: 9.410e-02, eta: 4 days, 5:08:00, time: 4.405, data_time: 3.470, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6203, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.9974 2021-07-08 10:36:48,383 - mmaction - INFO - Epoch [41][40/1879] lr: 9.410e-02, eta: 4 days, 5:07:35, time: 0.833, data_time: 0.008, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6266, loss_cls: 2.8351, loss: 2.8351, grad_norm: 2.0513 2021-07-08 10:37:04,904 - mmaction - INFO - Epoch [41][60/1879] lr: 9.410e-02, eta: 4 days, 5:07:10, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6145, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.0390 2021-07-08 10:37:21,475 - mmaction - INFO - Epoch [41][80/1879] lr: 9.410e-02, eta: 4 days, 5:06:44, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6227, loss_cls: 2.8899, loss: 2.8899, grad_norm: 2.0215 2021-07-08 10:37:38,130 - mmaction - INFO - Epoch [41][100/1879] lr: 9.410e-02, eta: 4 days, 5:06:20, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6035, loss_cls: 2.9560, loss: 2.9560, grad_norm: 2.0744 2021-07-08 10:37:54,903 - mmaction - INFO - Epoch [41][120/1879] lr: 9.410e-02, eta: 4 days, 5:05:55, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6250, loss_cls: 2.8948, loss: 2.8948, grad_norm: 2.0179 2021-07-08 10:38:11,664 - mmaction - INFO - Epoch [41][140/1879] lr: 9.410e-02, eta: 4 days, 5:05:31, time: 0.838, data_time: 0.006, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6176, loss_cls: 2.9124, loss: 2.9124, grad_norm: 2.0766 2021-07-08 10:38:28,460 - mmaction - INFO - Epoch [41][160/1879] lr: 9.410e-02, eta: 4 days, 5:05:07, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6059, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.0925 2021-07-08 10:38:45,168 - mmaction - INFO - Epoch [41][180/1879] lr: 9.410e-02, eta: 4 days, 5:04:42, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6254, loss_cls: 2.8498, loss: 2.8498, grad_norm: 2.0698 2021-07-08 10:39:02,153 - mmaction - INFO - Epoch [41][200/1879] lr: 9.410e-02, eta: 4 days, 5:04:19, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6227, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.0871 2021-07-08 10:39:19,144 - mmaction - INFO - Epoch [41][220/1879] lr: 9.410e-02, eta: 4 days, 5:03:56, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.0755 2021-07-08 10:39:36,192 - mmaction - INFO - Epoch [41][240/1879] lr: 9.410e-02, eta: 4 days, 5:03:33, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9202, loss: 2.9202, grad_norm: 2.0524 2021-07-08 10:39:53,313 - mmaction - INFO - Epoch [41][260/1879] lr: 9.410e-02, eta: 4 days, 5:03:11, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6066, loss_cls: 2.9074, loss: 2.9074, grad_norm: 2.0975 2021-07-08 10:40:10,201 - mmaction - INFO - Epoch [41][280/1879] lr: 9.410e-02, eta: 4 days, 5:02:47, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6051, loss_cls: 2.9478, loss: 2.9478, grad_norm: 2.0866 2021-07-08 10:40:27,185 - mmaction - INFO - Epoch [41][300/1879] lr: 9.410e-02, eta: 4 days, 5:02:24, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6074, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.0798 2021-07-08 10:40:44,379 - mmaction - INFO - Epoch [41][320/1879] lr: 9.410e-02, eta: 4 days, 5:02:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9624, loss: 2.9624, grad_norm: 2.0596 2021-07-08 10:41:01,200 - mmaction - INFO - Epoch [41][340/1879] lr: 9.410e-02, eta: 4 days, 5:01:39, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6125, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.0180 2021-07-08 10:41:18,326 - mmaction - INFO - Epoch [41][360/1879] lr: 9.410e-02, eta: 4 days, 5:01:16, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.0849 2021-07-08 10:41:35,387 - mmaction - INFO - Epoch [41][380/1879] lr: 9.410e-02, eta: 4 days, 5:00:54, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6184, loss_cls: 2.9155, loss: 2.9155, grad_norm: 2.0741 2021-07-08 10:41:52,553 - mmaction - INFO - Epoch [41][400/1879] lr: 9.410e-02, eta: 4 days, 5:00:31, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6141, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.0783 2021-07-08 10:42:09,563 - mmaction - INFO - Epoch [41][420/1879] lr: 9.410e-02, eta: 4 days, 5:00:09, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9238, loss: 2.9238, grad_norm: 2.0662 2021-07-08 10:42:26,471 - mmaction - INFO - Epoch [41][440/1879] lr: 9.410e-02, eta: 4 days, 4:59:45, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6020, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.0931 2021-07-08 10:42:43,523 - mmaction - INFO - Epoch [41][460/1879] lr: 9.410e-02, eta: 4 days, 4:59:23, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6051, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.0041 2021-07-08 10:43:00,411 - mmaction - INFO - Epoch [41][480/1879] lr: 9.410e-02, eta: 4 days, 4:58:59, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6148, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.0651 2021-07-08 10:43:17,323 - mmaction - INFO - Epoch [41][500/1879] lr: 9.410e-02, eta: 4 days, 4:58:35, time: 0.843, data_time: 0.000, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6242, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.0177 2021-07-08 10:43:34,429 - mmaction - INFO - Epoch [41][520/1879] lr: 9.410e-02, eta: 4 days, 4:58:13, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6266, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.0887 2021-07-08 10:43:51,543 - mmaction - INFO - Epoch [41][540/1879] lr: 9.410e-02, eta: 4 days, 4:57:51, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5813, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.0462 2021-07-08 10:44:08,637 - mmaction - INFO - Epoch [41][560/1879] lr: 9.410e-02, eta: 4 days, 4:57:28, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6059, loss_cls: 2.9828, loss: 2.9828, grad_norm: 2.0260 2021-07-08 10:44:25,632 - mmaction - INFO - Epoch [41][580/1879] lr: 9.410e-02, eta: 4 days, 4:57:05, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6137, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.1028 2021-07-08 10:44:42,679 - mmaction - INFO - Epoch [41][600/1879] lr: 9.410e-02, eta: 4 days, 4:56:43, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6137, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.0535 2021-07-08 10:44:59,745 - mmaction - INFO - Epoch [41][620/1879] lr: 9.410e-02, eta: 4 days, 4:56:20, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6066, loss_cls: 2.9184, loss: 2.9184, grad_norm: 2.0049 2021-07-08 10:45:16,732 - mmaction - INFO - Epoch [41][640/1879] lr: 9.410e-02, eta: 4 days, 4:55:57, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6172, loss_cls: 2.9198, loss: 2.9198, grad_norm: 2.0794 2021-07-08 10:45:33,965 - mmaction - INFO - Epoch [41][660/1879] lr: 9.410e-02, eta: 4 days, 4:55:35, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6266, loss_cls: 2.8666, loss: 2.8666, grad_norm: 2.0378 2021-07-08 10:45:51,023 - mmaction - INFO - Epoch [41][680/1879] lr: 9.410e-02, eta: 4 days, 4:55:13, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5996, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.0442 2021-07-08 10:46:07,986 - mmaction - INFO - Epoch [41][700/1879] lr: 9.410e-02, eta: 4 days, 4:54:50, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5957, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.0333 2021-07-08 10:46:24,964 - mmaction - INFO - Epoch [41][720/1879] lr: 9.410e-02, eta: 4 days, 4:54:27, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6152, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.9586 2021-07-08 10:46:41,958 - mmaction - INFO - Epoch [41][740/1879] lr: 9.410e-02, eta: 4 days, 4:54:04, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6172, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0475 2021-07-08 10:46:59,099 - mmaction - INFO - Epoch [41][760/1879] lr: 9.410e-02, eta: 4 days, 4:53:42, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6309, loss_cls: 2.8183, loss: 2.8183, grad_norm: 2.0745 2021-07-08 10:47:16,318 - mmaction - INFO - Epoch [41][780/1879] lr: 9.410e-02, eta: 4 days, 4:53:20, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6016, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.0985 2021-07-08 10:47:33,420 - mmaction - INFO - Epoch [41][800/1879] lr: 9.410e-02, eta: 4 days, 4:52:58, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5902, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.0592 2021-07-08 10:47:50,448 - mmaction - INFO - Epoch [41][820/1879] lr: 9.410e-02, eta: 4 days, 4:52:35, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5988, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.0411 2021-07-08 10:48:07,526 - mmaction - INFO - Epoch [41][840/1879] lr: 9.410e-02, eta: 4 days, 4:52:12, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6238, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.0297 2021-07-08 10:48:24,654 - mmaction - INFO - Epoch [41][860/1879] lr: 9.410e-02, eta: 4 days, 4:51:50, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.0621 2021-07-08 10:48:41,773 - mmaction - INFO - Epoch [41][880/1879] lr: 9.410e-02, eta: 4 days, 4:51:28, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6184, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.0321 2021-07-08 10:48:58,886 - mmaction - INFO - Epoch [41][900/1879] lr: 9.410e-02, eta: 4 days, 4:51:05, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6191, loss_cls: 2.8631, loss: 2.8631, grad_norm: 2.0721 2021-07-08 10:49:15,953 - mmaction - INFO - Epoch [41][920/1879] lr: 9.410e-02, eta: 4 days, 4:50:43, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5949, loss_cls: 3.0069, loss: 3.0069, grad_norm: 2.0658 2021-07-08 10:49:32,926 - mmaction - INFO - Epoch [41][940/1879] lr: 9.410e-02, eta: 4 days, 4:50:20, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6016, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.0377 2021-07-08 10:49:50,120 - mmaction - INFO - Epoch [41][960/1879] lr: 9.410e-02, eta: 4 days, 4:49:58, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6031, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.0393 2021-07-08 10:50:07,394 - mmaction - INFO - Epoch [41][980/1879] lr: 9.410e-02, eta: 4 days, 4:49:37, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6012, loss_cls: 2.9323, loss: 2.9323, grad_norm: 2.0394 2021-07-08 10:50:24,611 - mmaction - INFO - Epoch [41][1000/1879] lr: 9.410e-02, eta: 4 days, 4:49:15, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6270, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.0659 2021-07-08 10:50:41,827 - mmaction - INFO - Epoch [41][1020/1879] lr: 9.410e-02, eta: 4 days, 4:48:53, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6070, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.0014 2021-07-08 10:50:58,911 - mmaction - INFO - Epoch [41][1040/1879] lr: 9.410e-02, eta: 4 days, 4:48:31, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.9988 2021-07-08 10:51:16,051 - mmaction - INFO - Epoch [41][1060/1879] lr: 9.410e-02, eta: 4 days, 4:48:08, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6199, loss_cls: 2.8803, loss: 2.8803, grad_norm: 2.0218 2021-07-08 10:51:33,005 - mmaction - INFO - Epoch [41][1080/1879] lr: 9.410e-02, eta: 4 days, 4:47:46, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6180, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.0809 2021-07-08 10:51:50,156 - mmaction - INFO - Epoch [41][1100/1879] lr: 9.410e-02, eta: 4 days, 4:47:24, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6164, loss_cls: 2.8996, loss: 2.8996, grad_norm: 2.0741 2021-07-08 10:52:07,100 - mmaction - INFO - Epoch [41][1120/1879] lr: 9.410e-02, eta: 4 days, 4:47:00, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6234, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.0879 2021-07-08 10:52:24,237 - mmaction - INFO - Epoch [41][1140/1879] lr: 9.410e-02, eta: 4 days, 4:46:38, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6188, loss_cls: 2.8818, loss: 2.8818, grad_norm: 2.0467 2021-07-08 10:52:41,333 - mmaction - INFO - Epoch [41][1160/1879] lr: 9.410e-02, eta: 4 days, 4:46:16, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6188, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.0680 2021-07-08 10:52:58,455 - mmaction - INFO - Epoch [41][1180/1879] lr: 9.410e-02, eta: 4 days, 4:45:54, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.8806, loss: 2.8806, grad_norm: 2.0232 2021-07-08 10:53:15,475 - mmaction - INFO - Epoch [41][1200/1879] lr: 9.410e-02, eta: 4 days, 4:45:31, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8642, loss: 2.8642, grad_norm: 2.0598 2021-07-08 10:53:32,470 - mmaction - INFO - Epoch [41][1220/1879] lr: 9.410e-02, eta: 4 days, 4:45:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5980, loss_cls: 2.9437, loss: 2.9437, grad_norm: 2.0859 2021-07-08 10:53:49,505 - mmaction - INFO - Epoch [41][1240/1879] lr: 9.410e-02, eta: 4 days, 4:44:45, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6074, loss_cls: 2.9597, loss: 2.9597, grad_norm: 2.0606 2021-07-08 10:54:06,840 - mmaction - INFO - Epoch [41][1260/1879] lr: 9.410e-02, eta: 4 days, 4:44:24, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9795, loss: 2.9795, grad_norm: 2.0103 2021-07-08 10:54:24,042 - mmaction - INFO - Epoch [41][1280/1879] lr: 9.410e-02, eta: 4 days, 4:44:02, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6172, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.0805 2021-07-08 10:54:41,113 - mmaction - INFO - Epoch [41][1300/1879] lr: 9.410e-02, eta: 4 days, 4:43:40, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.0649 2021-07-08 10:54:58,263 - mmaction - INFO - Epoch [41][1320/1879] lr: 9.410e-02, eta: 4 days, 4:43:18, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6027, loss_cls: 2.9335, loss: 2.9335, grad_norm: 2.0590 2021-07-08 10:55:15,383 - mmaction - INFO - Epoch [41][1340/1879] lr: 9.410e-02, eta: 4 days, 4:42:56, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5953, loss_cls: 2.9325, loss: 2.9325, grad_norm: 2.0154 2021-07-08 10:55:32,397 - mmaction - INFO - Epoch [41][1360/1879] lr: 9.410e-02, eta: 4 days, 4:42:33, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6277, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.0716 2021-07-08 10:55:49,732 - mmaction - INFO - Epoch [41][1380/1879] lr: 9.410e-02, eta: 4 days, 4:42:12, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6160, loss_cls: 2.9258, loss: 2.9258, grad_norm: 2.0457 2021-07-08 10:56:06,999 - mmaction - INFO - Epoch [41][1400/1879] lr: 9.410e-02, eta: 4 days, 4:41:51, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6043, loss_cls: 2.9336, loss: 2.9336, grad_norm: 2.0715 2021-07-08 10:56:24,110 - mmaction - INFO - Epoch [41][1420/1879] lr: 9.410e-02, eta: 4 days, 4:41:28, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6082, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.0529 2021-07-08 10:56:41,129 - mmaction - INFO - Epoch [41][1440/1879] lr: 9.410e-02, eta: 4 days, 4:41:06, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6066, loss_cls: 2.9250, loss: 2.9250, grad_norm: 2.0790 2021-07-08 10:56:58,383 - mmaction - INFO - Epoch [41][1460/1879] lr: 9.410e-02, eta: 4 days, 4:40:44, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5977, loss_cls: 2.9753, loss: 2.9753, grad_norm: 2.0277 2021-07-08 10:57:15,538 - mmaction - INFO - Epoch [41][1480/1879] lr: 9.410e-02, eta: 4 days, 4:40:22, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6238, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.0521 2021-07-08 10:57:32,603 - mmaction - INFO - Epoch [41][1500/1879] lr: 9.410e-02, eta: 4 days, 4:40:00, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.0503 2021-07-08 10:57:49,723 - mmaction - INFO - Epoch [41][1520/1879] lr: 9.410e-02, eta: 4 days, 4:39:37, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6082, loss_cls: 2.9301, loss: 2.9301, grad_norm: 2.0716 2021-07-08 10:58:06,891 - mmaction - INFO - Epoch [41][1540/1879] lr: 9.410e-02, eta: 4 days, 4:39:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6176, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.0247 2021-07-08 10:58:24,068 - mmaction - INFO - Epoch [41][1560/1879] lr: 9.410e-02, eta: 4 days, 4:38:54, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6156, loss_cls: 2.8945, loss: 2.8945, grad_norm: 2.0285 2021-07-08 10:58:41,166 - mmaction - INFO - Epoch [41][1580/1879] lr: 9.410e-02, eta: 4 days, 4:38:32, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6133, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.0409 2021-07-08 10:58:58,173 - mmaction - INFO - Epoch [41][1600/1879] lr: 9.410e-02, eta: 4 days, 4:38:09, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6066, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.0532 2021-07-08 10:59:15,406 - mmaction - INFO - Epoch [41][1620/1879] lr: 9.410e-02, eta: 4 days, 4:37:47, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6141, loss_cls: 2.8793, loss: 2.8793, grad_norm: 2.0427 2021-07-08 10:59:32,304 - mmaction - INFO - Epoch [41][1640/1879] lr: 9.410e-02, eta: 4 days, 4:37:24, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5977, loss_cls: 2.9616, loss: 2.9616, grad_norm: 2.0637 2021-07-08 10:59:49,348 - mmaction - INFO - Epoch [41][1660/1879] lr: 9.410e-02, eta: 4 days, 4:37:01, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6051, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.0494 2021-07-08 11:00:06,516 - mmaction - INFO - Epoch [41][1680/1879] lr: 9.410e-02, eta: 4 days, 4:36:40, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5820, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.0652 2021-07-08 11:00:23,681 - mmaction - INFO - Epoch [41][1700/1879] lr: 9.410e-02, eta: 4 days, 4:36:18, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6168, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.0645 2021-07-08 11:00:40,915 - mmaction - INFO - Epoch [41][1720/1879] lr: 9.410e-02, eta: 4 days, 4:35:56, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5965, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.0376 2021-07-08 11:00:58,071 - mmaction - INFO - Epoch [41][1740/1879] lr: 9.410e-02, eta: 4 days, 4:35:34, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6141, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.0511 2021-07-08 11:01:15,152 - mmaction - INFO - Epoch [41][1760/1879] lr: 9.410e-02, eta: 4 days, 4:35:12, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5930, loss_cls: 2.9721, loss: 2.9721, grad_norm: 2.0346 2021-07-08 11:01:32,414 - mmaction - INFO - Epoch [41][1780/1879] lr: 9.410e-02, eta: 4 days, 4:34:50, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6152, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.0254 2021-07-08 11:01:49,700 - mmaction - INFO - Epoch [41][1800/1879] lr: 9.410e-02, eta: 4 days, 4:34:29, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6215, loss_cls: 2.8743, loss: 2.8743, grad_norm: 2.0315 2021-07-08 11:02:06,696 - mmaction - INFO - Epoch [41][1820/1879] lr: 9.410e-02, eta: 4 days, 4:34:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6207, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.0520 2021-07-08 11:02:24,018 - mmaction - INFO - Epoch [41][1840/1879] lr: 9.410e-02, eta: 4 days, 4:33:45, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6090, loss_cls: 2.9239, loss: 2.9239, grad_norm: 2.0492 2021-07-08 11:02:41,115 - mmaction - INFO - Epoch [41][1860/1879] lr: 9.410e-02, eta: 4 days, 4:33:23, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6016, loss_cls: 2.9560, loss: 2.9560, grad_norm: 2.0282 2021-07-08 11:03:07,660 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 11:03:07,663 - mmaction - INFO - 106 BN found 2021-07-08 11:07:39,629 - mmaction - INFO - BN stats updated 2021-07-08 11:09:57,881 - mmaction - INFO - Epoch [42][20/1879] lr: 9.380e-02, eta: 4 days, 4:41:39, time: 6.811, data_time: 5.937, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6246, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.0116 2021-07-08 11:10:14,624 - mmaction - INFO - Epoch [42][40/1879] lr: 9.380e-02, eta: 4 days, 4:41:14, time: 0.834, data_time: 0.007, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6184, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.0556 2021-07-08 11:10:31,204 - mmaction - INFO - Epoch [42][60/1879] lr: 9.380e-02, eta: 4 days, 4:40:49, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9087, loss: 2.9087, grad_norm: 2.0820 2021-07-08 11:10:47,814 - mmaction - INFO - Epoch [42][80/1879] lr: 9.380e-02, eta: 4 days, 4:40:24, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6168, loss_cls: 2.8693, loss: 2.8693, grad_norm: 2.0360 2021-07-08 11:11:04,400 - mmaction - INFO - Epoch [42][100/1879] lr: 9.380e-02, eta: 4 days, 4:39:59, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6230, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.0404 2021-07-08 11:11:21,198 - mmaction - INFO - Epoch [42][120/1879] lr: 9.380e-02, eta: 4 days, 4:39:36, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9099, loss: 2.9099, grad_norm: 2.1120 2021-07-08 11:11:37,730 - mmaction - INFO - Epoch [42][140/1879] lr: 9.380e-02, eta: 4 days, 4:39:10, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6121, loss_cls: 2.9255, loss: 2.9255, grad_norm: 2.0463 2021-07-08 11:11:54,536 - mmaction - INFO - Epoch [42][160/1879] lr: 9.380e-02, eta: 4 days, 4:38:46, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6078, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.0458 2021-07-08 11:12:11,327 - mmaction - INFO - Epoch [42][180/1879] lr: 9.380e-02, eta: 4 days, 4:38:22, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6105, loss_cls: 2.9055, loss: 2.9055, grad_norm: 2.0618 2021-07-08 11:12:28,166 - mmaction - INFO - Epoch [42][200/1879] lr: 9.380e-02, eta: 4 days, 4:37:59, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.9110, loss: 2.9110, grad_norm: 2.0707 2021-07-08 11:12:45,163 - mmaction - INFO - Epoch [42][220/1879] lr: 9.380e-02, eta: 4 days, 4:37:36, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5969, loss_cls: 2.9545, loss: 2.9545, grad_norm: 2.0598 2021-07-08 11:13:02,210 - mmaction - INFO - Epoch [42][240/1879] lr: 9.380e-02, eta: 4 days, 4:37:13, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6129, loss_cls: 2.9017, loss: 2.9017, grad_norm: 2.0723 2021-07-08 11:13:19,231 - mmaction - INFO - Epoch [42][260/1879] lr: 9.380e-02, eta: 4 days, 4:36:50, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6160, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.0480 2021-07-08 11:13:36,369 - mmaction - INFO - Epoch [42][280/1879] lr: 9.380e-02, eta: 4 days, 4:36:28, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6285, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.0327 2021-07-08 11:13:53,511 - mmaction - INFO - Epoch [42][300/1879] lr: 9.380e-02, eta: 4 days, 4:36:06, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6008, loss_cls: 2.9255, loss: 2.9255, grad_norm: 2.0809 2021-07-08 11:14:10,462 - mmaction - INFO - Epoch [42][320/1879] lr: 9.380e-02, eta: 4 days, 4:35:43, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5883, loss_cls: 3.0181, loss: 3.0181, grad_norm: 2.0323 2021-07-08 11:14:27,787 - mmaction - INFO - Epoch [42][340/1879] lr: 9.380e-02, eta: 4 days, 4:35:22, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6141, loss_cls: 2.8821, loss: 2.8821, grad_norm: 2.0086 2021-07-08 11:14:44,837 - mmaction - INFO - Epoch [42][360/1879] lr: 9.380e-02, eta: 4 days, 4:34:59, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6250, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.0225 2021-07-08 11:15:01,969 - mmaction - INFO - Epoch [42][380/1879] lr: 9.380e-02, eta: 4 days, 4:34:37, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6133, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.0207 2021-07-08 11:15:19,026 - mmaction - INFO - Epoch [42][400/1879] lr: 9.380e-02, eta: 4 days, 4:34:15, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6082, loss_cls: 2.9244, loss: 2.9244, grad_norm: 2.0360 2021-07-08 11:15:36,204 - mmaction - INFO - Epoch [42][420/1879] lr: 9.380e-02, eta: 4 days, 4:33:52, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6215, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.0319 2021-07-08 11:15:53,287 - mmaction - INFO - Epoch [42][440/1879] lr: 9.380e-02, eta: 4 days, 4:33:30, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6113, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.0611 2021-07-08 11:16:10,437 - mmaction - INFO - Epoch [42][460/1879] lr: 9.380e-02, eta: 4 days, 4:33:08, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6191, loss_cls: 2.8643, loss: 2.8643, grad_norm: 2.0355 2021-07-08 11:16:27,564 - mmaction - INFO - Epoch [42][480/1879] lr: 9.380e-02, eta: 4 days, 4:32:46, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6160, loss_cls: 2.9214, loss: 2.9214, grad_norm: 2.1075 2021-07-08 11:16:44,631 - mmaction - INFO - Epoch [42][500/1879] lr: 9.380e-02, eta: 4 days, 4:32:23, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.0231 2021-07-08 11:17:01,681 - mmaction - INFO - Epoch [42][520/1879] lr: 9.380e-02, eta: 4 days, 4:32:01, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6082, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.0285 2021-07-08 11:17:18,683 - mmaction - INFO - Epoch [42][540/1879] lr: 9.380e-02, eta: 4 days, 4:31:38, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6016, loss_cls: 2.9885, loss: 2.9885, grad_norm: 2.1014 2021-07-08 11:17:35,673 - mmaction - INFO - Epoch [42][560/1879] lr: 9.380e-02, eta: 4 days, 4:31:15, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6039, loss_cls: 2.9535, loss: 2.9535, grad_norm: 2.0626 2021-07-08 11:17:52,629 - mmaction - INFO - Epoch [42][580/1879] lr: 9.380e-02, eta: 4 days, 4:30:52, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6109, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.0672 2021-07-08 11:18:09,777 - mmaction - INFO - Epoch [42][600/1879] lr: 9.380e-02, eta: 4 days, 4:30:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5996, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.0035 2021-07-08 11:18:26,729 - mmaction - INFO - Epoch [42][620/1879] lr: 9.380e-02, eta: 4 days, 4:30:07, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6207, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0309 2021-07-08 11:18:43,744 - mmaction - INFO - Epoch [42][640/1879] lr: 9.380e-02, eta: 4 days, 4:29:44, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5926, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.0377 2021-07-08 11:19:00,891 - mmaction - INFO - Epoch [42][660/1879] lr: 9.380e-02, eta: 4 days, 4:29:22, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6309, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.1049 2021-07-08 11:19:17,937 - mmaction - INFO - Epoch [42][680/1879] lr: 9.380e-02, eta: 4 days, 4:28:59, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6348, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.0729 2021-07-08 11:19:34,884 - mmaction - INFO - Epoch [42][700/1879] lr: 9.380e-02, eta: 4 days, 4:28:36, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6176, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.1236 2021-07-08 11:19:52,038 - mmaction - INFO - Epoch [42][720/1879] lr: 9.380e-02, eta: 4 days, 4:28:14, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6102, loss_cls: 2.9072, loss: 2.9072, grad_norm: 2.0911 2021-07-08 11:20:09,179 - mmaction - INFO - Epoch [42][740/1879] lr: 9.380e-02, eta: 4 days, 4:27:52, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6203, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.0527 2021-07-08 11:20:26,232 - mmaction - INFO - Epoch [42][760/1879] lr: 9.380e-02, eta: 4 days, 4:27:29, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6195, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.0158 2021-07-08 11:20:43,255 - mmaction - INFO - Epoch [42][780/1879] lr: 9.380e-02, eta: 4 days, 4:27:07, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6012, loss_cls: 2.9123, loss: 2.9123, grad_norm: 2.0692 2021-07-08 11:21:00,462 - mmaction - INFO - Epoch [42][800/1879] lr: 9.380e-02, eta: 4 days, 4:26:45, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6160, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.0354 2021-07-08 11:21:17,598 - mmaction - INFO - Epoch [42][820/1879] lr: 9.380e-02, eta: 4 days, 4:26:23, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9232, loss: 2.9232, grad_norm: 2.0520 2021-07-08 11:21:34,740 - mmaction - INFO - Epoch [42][840/1879] lr: 9.380e-02, eta: 4 days, 4:26:01, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6031, loss_cls: 2.9797, loss: 2.9797, grad_norm: 2.0567 2021-07-08 11:21:51,737 - mmaction - INFO - Epoch [42][860/1879] lr: 9.380e-02, eta: 4 days, 4:25:39, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6098, loss_cls: 2.9851, loss: 2.9851, grad_norm: 2.0575 2021-07-08 11:22:08,994 - mmaction - INFO - Epoch [42][880/1879] lr: 9.380e-02, eta: 4 days, 4:25:17, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6066, loss_cls: 2.9487, loss: 2.9487, grad_norm: 2.1173 2021-07-08 11:22:26,060 - mmaction - INFO - Epoch [42][900/1879] lr: 9.380e-02, eta: 4 days, 4:24:54, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6023, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.0356 2021-07-08 11:22:43,147 - mmaction - INFO - Epoch [42][920/1879] lr: 9.380e-02, eta: 4 days, 4:24:32, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6277, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.0330 2021-07-08 11:23:00,106 - mmaction - INFO - Epoch [42][940/1879] lr: 9.380e-02, eta: 4 days, 4:24:09, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.5992, loss_cls: 2.9627, loss: 2.9627, grad_norm: 2.1141 2021-07-08 11:23:17,138 - mmaction - INFO - Epoch [42][960/1879] lr: 9.380e-02, eta: 4 days, 4:23:47, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6020, loss_cls: 2.9411, loss: 2.9411, grad_norm: 2.0463 2021-07-08 11:23:34,279 - mmaction - INFO - Epoch [42][980/1879] lr: 9.380e-02, eta: 4 days, 4:23:24, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6129, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.0292 2021-07-08 11:23:51,292 - mmaction - INFO - Epoch [42][1000/1879] lr: 9.380e-02, eta: 4 days, 4:23:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6211, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.0912 2021-07-08 11:24:08,313 - mmaction - INFO - Epoch [42][1020/1879] lr: 9.380e-02, eta: 4 days, 4:22:39, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5992, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.0675 2021-07-08 11:24:25,335 - mmaction - INFO - Epoch [42][1040/1879] lr: 9.380e-02, eta: 4 days, 4:22:17, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6180, loss_cls: 2.8735, loss: 2.8735, grad_norm: 2.0061 2021-07-08 11:24:42,244 - mmaction - INFO - Epoch [42][1060/1879] lr: 9.380e-02, eta: 4 days, 4:21:53, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5941, loss_cls: 2.9689, loss: 2.9689, grad_norm: 2.0579 2021-07-08 11:24:59,344 - mmaction - INFO - Epoch [42][1080/1879] lr: 9.380e-02, eta: 4 days, 4:21:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6129, loss_cls: 2.9426, loss: 2.9426, grad_norm: 2.0561 2021-07-08 11:25:16,268 - mmaction - INFO - Epoch [42][1100/1879] lr: 9.380e-02, eta: 4 days, 4:21:08, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6129, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.0646 2021-07-08 11:25:33,314 - mmaction - INFO - Epoch [42][1120/1879] lr: 9.380e-02, eta: 4 days, 4:20:45, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6012, loss_cls: 2.9659, loss: 2.9659, grad_norm: 2.0030 2021-07-08 11:25:50,338 - mmaction - INFO - Epoch [42][1140/1879] lr: 9.380e-02, eta: 4 days, 4:20:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6184, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.0705 2021-07-08 11:26:07,306 - mmaction - INFO - Epoch [42][1160/1879] lr: 9.380e-02, eta: 4 days, 4:20:00, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9161, loss: 2.9161, grad_norm: 2.0283 2021-07-08 11:26:24,458 - mmaction - INFO - Epoch [42][1180/1879] lr: 9.380e-02, eta: 4 days, 4:19:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6199, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.0380 2021-07-08 11:26:41,561 - mmaction - INFO - Epoch [42][1200/1879] lr: 9.380e-02, eta: 4 days, 4:19:16, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6156, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.9750 2021-07-08 11:26:58,594 - mmaction - INFO - Epoch [42][1220/1879] lr: 9.380e-02, eta: 4 days, 4:18:53, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6281, loss_cls: 2.8524, loss: 2.8524, grad_norm: 2.0188 2021-07-08 11:27:15,523 - mmaction - INFO - Epoch [42][1240/1879] lr: 9.380e-02, eta: 4 days, 4:18:30, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5973, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.0721 2021-07-08 11:27:32,596 - mmaction - INFO - Epoch [42][1260/1879] lr: 9.380e-02, eta: 4 days, 4:18:07, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6250, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.0979 2021-07-08 11:27:49,517 - mmaction - INFO - Epoch [42][1280/1879] lr: 9.380e-02, eta: 4 days, 4:17:45, time: 0.851, data_time: 0.007, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6184, loss_cls: 2.8643, loss: 2.8643, grad_norm: 2.0718 2021-07-08 11:28:06,756 - mmaction - INFO - Epoch [42][1300/1879] lr: 9.380e-02, eta: 4 days, 4:17:23, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8683, loss: 2.8683, grad_norm: 2.0505 2021-07-08 11:28:23,819 - mmaction - INFO - Epoch [42][1320/1879] lr: 9.380e-02, eta: 4 days, 4:17:01, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6219, loss_cls: 2.8709, loss: 2.8709, grad_norm: 2.0527 2021-07-08 11:28:40,982 - mmaction - INFO - Epoch [42][1340/1879] lr: 9.380e-02, eta: 4 days, 4:16:39, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6098, loss_cls: 2.8954, loss: 2.8954, grad_norm: 2.0609 2021-07-08 11:28:57,952 - mmaction - INFO - Epoch [42][1360/1879] lr: 9.380e-02, eta: 4 days, 4:16:16, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6090, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.0266 2021-07-08 11:29:15,090 - mmaction - INFO - Epoch [42][1380/1879] lr: 9.380e-02, eta: 4 days, 4:15:54, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9670, loss: 2.9670, grad_norm: 2.0431 2021-07-08 11:29:32,074 - mmaction - INFO - Epoch [42][1400/1879] lr: 9.380e-02, eta: 4 days, 4:15:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6137, loss_cls: 2.9081, loss: 2.9081, grad_norm: 2.0871 2021-07-08 11:29:49,053 - mmaction - INFO - Epoch [42][1420/1879] lr: 9.380e-02, eta: 4 days, 4:15:08, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6184, loss_cls: 2.8888, loss: 2.8888, grad_norm: 2.0406 2021-07-08 11:30:06,165 - mmaction - INFO - Epoch [42][1440/1879] lr: 9.380e-02, eta: 4 days, 4:14:46, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.5992, loss_cls: 2.9213, loss: 2.9213, grad_norm: 2.0577 2021-07-08 11:30:23,181 - mmaction - INFO - Epoch [42][1460/1879] lr: 9.380e-02, eta: 4 days, 4:14:24, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6098, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.0469 2021-07-08 11:30:40,330 - mmaction - INFO - Epoch [42][1480/1879] lr: 9.380e-02, eta: 4 days, 4:14:02, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5867, loss_cls: 2.9984, loss: 2.9984, grad_norm: 2.0128 2021-07-08 11:30:57,355 - mmaction - INFO - Epoch [42][1500/1879] lr: 9.380e-02, eta: 4 days, 4:13:39, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3609, top5_acc: 0.5977, loss_cls: 2.9230, loss: 2.9230, grad_norm: 2.0276 2021-07-08 11:31:14,372 - mmaction - INFO - Epoch [42][1520/1879] lr: 9.380e-02, eta: 4 days, 4:13:16, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6105, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.0239 2021-07-08 11:31:31,461 - mmaction - INFO - Epoch [42][1540/1879] lr: 9.380e-02, eta: 4 days, 4:12:54, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6105, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.0686 2021-07-08 11:31:48,426 - mmaction - INFO - Epoch [42][1560/1879] lr: 9.380e-02, eta: 4 days, 4:12:31, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6160, loss_cls: 2.9346, loss: 2.9346, grad_norm: 2.1184 2021-07-08 11:32:05,672 - mmaction - INFO - Epoch [42][1580/1879] lr: 9.380e-02, eta: 4 days, 4:12:10, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5898, loss_cls: 3.0362, loss: 3.0362, grad_norm: 2.0673 2021-07-08 11:32:22,720 - mmaction - INFO - Epoch [42][1600/1879] lr: 9.380e-02, eta: 4 days, 4:11:48, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6066, loss_cls: 2.9581, loss: 2.9581, grad_norm: 2.0719 2021-07-08 11:32:39,656 - mmaction - INFO - Epoch [42][1620/1879] lr: 9.380e-02, eta: 4 days, 4:11:24, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5977, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.9970 2021-07-08 11:32:56,645 - mmaction - INFO - Epoch [42][1640/1879] lr: 9.380e-02, eta: 4 days, 4:11:02, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6082, loss_cls: 2.9119, loss: 2.9119, grad_norm: 2.0342 2021-07-08 11:33:13,665 - mmaction - INFO - Epoch [42][1660/1879] lr: 9.380e-02, eta: 4 days, 4:10:39, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6094, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.0306 2021-07-08 11:33:30,711 - mmaction - INFO - Epoch [42][1680/1879] lr: 9.380e-02, eta: 4 days, 4:10:17, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9177, loss: 2.9177, grad_norm: 2.0176 2021-07-08 11:33:47,754 - mmaction - INFO - Epoch [42][1700/1879] lr: 9.380e-02, eta: 4 days, 4:09:54, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6199, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.0278 2021-07-08 11:34:04,700 - mmaction - INFO - Epoch [42][1720/1879] lr: 9.380e-02, eta: 4 days, 4:09:31, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6137, loss_cls: 2.9131, loss: 2.9131, grad_norm: 2.0588 2021-07-08 11:34:21,774 - mmaction - INFO - Epoch [42][1740/1879] lr: 9.380e-02, eta: 4 days, 4:09:09, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6121, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.0512 2021-07-08 11:34:38,819 - mmaction - INFO - Epoch [42][1760/1879] lr: 9.380e-02, eta: 4 days, 4:08:47, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6312, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.0852 2021-07-08 11:34:55,884 - mmaction - INFO - Epoch [42][1780/1879] lr: 9.380e-02, eta: 4 days, 4:08:24, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6238, loss_cls: 2.8963, loss: 2.8963, grad_norm: 2.0542 2021-07-08 11:35:12,946 - mmaction - INFO - Epoch [42][1800/1879] lr: 9.380e-02, eta: 4 days, 4:08:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6160, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.0760 2021-07-08 11:35:29,926 - mmaction - INFO - Epoch [42][1820/1879] lr: 9.380e-02, eta: 4 days, 4:07:39, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6246, loss_cls: 2.8576, loss: 2.8576, grad_norm: 2.0001 2021-07-08 11:35:47,201 - mmaction - INFO - Epoch [42][1840/1879] lr: 9.380e-02, eta: 4 days, 4:07:18, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6062, loss_cls: 2.9591, loss: 2.9591, grad_norm: 2.0936 2021-07-08 11:36:04,401 - mmaction - INFO - Epoch [42][1860/1879] lr: 9.380e-02, eta: 4 days, 4:06:56, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6098, loss_cls: 2.8862, loss: 2.8862, grad_norm: 2.0553 2021-07-08 11:36:30,663 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 11:36:30,671 - mmaction - INFO - 106 BN found 2021-07-08 11:41:02,514 - mmaction - INFO - BN stats updated 2021-07-08 11:43:21,981 - mmaction - INFO - Epoch [43][20/1879] lr: 9.350e-02, eta: 4 days, 4:15:03, time: 6.871, data_time: 5.957, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6098, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.0518 2021-07-08 11:43:38,616 - mmaction - INFO - Epoch [43][40/1879] lr: 9.350e-02, eta: 4 days, 4:14:39, time: 0.831, data_time: 0.007, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6320, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.0140 2021-07-08 11:43:55,231 - mmaction - INFO - Epoch [43][60/1879] lr: 9.350e-02, eta: 4 days, 4:14:14, time: 0.831, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6316, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.0835 2021-07-08 11:44:11,782 - mmaction - INFO - Epoch [43][80/1879] lr: 9.350e-02, eta: 4 days, 4:13:49, time: 0.828, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6125, loss_cls: 2.8862, loss: 2.8862, grad_norm: 2.0656 2021-07-08 11:44:28,335 - mmaction - INFO - Epoch [43][100/1879] lr: 9.350e-02, eta: 4 days, 4:13:24, time: 0.827, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8365, loss: 2.8365, grad_norm: 2.0924 2021-07-08 11:44:44,946 - mmaction - INFO - Epoch [43][120/1879] lr: 9.350e-02, eta: 4 days, 4:12:59, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6152, loss_cls: 2.8962, loss: 2.8962, grad_norm: 2.0876 2021-07-08 11:45:01,666 - mmaction - INFO - Epoch [43][140/1879] lr: 9.350e-02, eta: 4 days, 4:12:35, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6285, loss_cls: 2.8224, loss: 2.8224, grad_norm: 2.0556 2021-07-08 11:45:18,524 - mmaction - INFO - Epoch [43][160/1879] lr: 9.350e-02, eta: 4 days, 4:12:11, time: 0.843, data_time: 0.007, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.0524 2021-07-08 11:45:35,394 - mmaction - INFO - Epoch [43][180/1879] lr: 9.350e-02, eta: 4 days, 4:11:48, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6211, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.0566 2021-07-08 11:45:52,379 - mmaction - INFO - Epoch [43][200/1879] lr: 9.350e-02, eta: 4 days, 4:11:25, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6098, loss_cls: 2.8919, loss: 2.8919, grad_norm: 2.0762 2021-07-08 11:46:09,437 - mmaction - INFO - Epoch [43][220/1879] lr: 9.350e-02, eta: 4 days, 4:11:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6195, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.0337 2021-07-08 11:46:26,466 - mmaction - INFO - Epoch [43][240/1879] lr: 9.350e-02, eta: 4 days, 4:10:40, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6121, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.0023 2021-07-08 11:46:43,501 - mmaction - INFO - Epoch [43][260/1879] lr: 9.350e-02, eta: 4 days, 4:10:17, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6039, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.0862 2021-07-08 11:47:00,519 - mmaction - INFO - Epoch [43][280/1879] lr: 9.350e-02, eta: 4 days, 4:09:55, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6246, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.0690 2021-07-08 11:47:17,535 - mmaction - INFO - Epoch [43][300/1879] lr: 9.350e-02, eta: 4 days, 4:09:32, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6031, loss_cls: 2.9535, loss: 2.9535, grad_norm: 2.0467 2021-07-08 11:47:34,578 - mmaction - INFO - Epoch [43][320/1879] lr: 9.350e-02, eta: 4 days, 4:09:09, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6184, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.0899 2021-07-08 11:47:51,650 - mmaction - INFO - Epoch [43][340/1879] lr: 9.350e-02, eta: 4 days, 4:08:47, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6363, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.0374 2021-07-08 11:48:08,699 - mmaction - INFO - Epoch [43][360/1879] lr: 9.350e-02, eta: 4 days, 4:08:25, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6035, loss_cls: 2.9334, loss: 2.9334, grad_norm: 2.0678 2021-07-08 11:48:25,768 - mmaction - INFO - Epoch [43][380/1879] lr: 9.350e-02, eta: 4 days, 4:08:02, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6125, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.0375 2021-07-08 11:48:42,708 - mmaction - INFO - Epoch [43][400/1879] lr: 9.350e-02, eta: 4 days, 4:07:39, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6086, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.0694 2021-07-08 11:48:59,829 - mmaction - INFO - Epoch [43][420/1879] lr: 9.350e-02, eta: 4 days, 4:07:17, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6168, loss_cls: 2.8828, loss: 2.8828, grad_norm: 2.0791 2021-07-08 11:49:16,883 - mmaction - INFO - Epoch [43][440/1879] lr: 9.350e-02, eta: 4 days, 4:06:54, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6199, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.0747 2021-07-08 11:49:33,895 - mmaction - INFO - Epoch [43][460/1879] lr: 9.350e-02, eta: 4 days, 4:06:32, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6008, loss_cls: 3.0152, loss: 3.0152, grad_norm: 2.0536 2021-07-08 11:49:51,124 - mmaction - INFO - Epoch [43][480/1879] lr: 9.350e-02, eta: 4 days, 4:06:10, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5965, loss_cls: 3.0035, loss: 3.0035, grad_norm: 2.0796 2021-07-08 11:50:08,290 - mmaction - INFO - Epoch [43][500/1879] lr: 9.350e-02, eta: 4 days, 4:05:48, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6348, loss_cls: 2.8236, loss: 2.8236, grad_norm: 2.0241 2021-07-08 11:50:25,474 - mmaction - INFO - Epoch [43][520/1879] lr: 9.350e-02, eta: 4 days, 4:05:27, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.0564 2021-07-08 11:50:42,688 - mmaction - INFO - Epoch [43][540/1879] lr: 9.350e-02, eta: 4 days, 4:05:05, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8685, loss: 2.8685, grad_norm: 2.1162 2021-07-08 11:50:59,778 - mmaction - INFO - Epoch [43][560/1879] lr: 9.350e-02, eta: 4 days, 4:04:43, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6203, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.0803 2021-07-08 11:51:16,929 - mmaction - INFO - Epoch [43][580/1879] lr: 9.350e-02, eta: 4 days, 4:04:20, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6305, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.0629 2021-07-08 11:51:34,001 - mmaction - INFO - Epoch [43][600/1879] lr: 9.350e-02, eta: 4 days, 4:03:58, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6090, loss_cls: 2.9319, loss: 2.9319, grad_norm: 2.0468 2021-07-08 11:51:51,133 - mmaction - INFO - Epoch [43][620/1879] lr: 9.350e-02, eta: 4 days, 4:03:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6047, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.0940 2021-07-08 11:52:08,149 - mmaction - INFO - Epoch [43][640/1879] lr: 9.350e-02, eta: 4 days, 4:03:14, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5953, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.0414 2021-07-08 11:52:25,133 - mmaction - INFO - Epoch [43][660/1879] lr: 9.350e-02, eta: 4 days, 4:02:51, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6055, loss_cls: 2.9117, loss: 2.9117, grad_norm: 2.0916 2021-07-08 11:52:42,370 - mmaction - INFO - Epoch [43][680/1879] lr: 9.350e-02, eta: 4 days, 4:02:29, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.9077, loss: 2.9077, grad_norm: 2.1117 2021-07-08 11:52:59,406 - mmaction - INFO - Epoch [43][700/1879] lr: 9.350e-02, eta: 4 days, 4:02:07, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6004, loss_cls: 2.9749, loss: 2.9749, grad_norm: 2.0398 2021-07-08 11:53:16,530 - mmaction - INFO - Epoch [43][720/1879] lr: 9.350e-02, eta: 4 days, 4:01:45, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6090, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.0185 2021-07-08 11:53:33,651 - mmaction - INFO - Epoch [43][740/1879] lr: 9.350e-02, eta: 4 days, 4:01:22, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6059, loss_cls: 2.9510, loss: 2.9510, grad_norm: 2.0745 2021-07-08 11:53:50,752 - mmaction - INFO - Epoch [43][760/1879] lr: 9.350e-02, eta: 4 days, 4:01:00, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6152, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.0252 2021-07-08 11:54:07,894 - mmaction - INFO - Epoch [43][780/1879] lr: 9.350e-02, eta: 4 days, 4:00:39, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6172, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.0469 2021-07-08 11:54:24,814 - mmaction - INFO - Epoch [43][800/1879] lr: 9.350e-02, eta: 4 days, 4:00:15, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6125, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.0694 2021-07-08 11:54:42,141 - mmaction - INFO - Epoch [43][820/1879] lr: 9.350e-02, eta: 4 days, 3:59:54, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6293, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.0705 2021-07-08 11:54:59,251 - mmaction - INFO - Epoch [43][840/1879] lr: 9.350e-02, eta: 4 days, 3:59:32, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6203, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.0797 2021-07-08 11:55:16,525 - mmaction - INFO - Epoch [43][860/1879] lr: 9.350e-02, eta: 4 days, 3:59:11, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6062, loss_cls: 2.9582, loss: 2.9582, grad_norm: 2.0945 2021-07-08 11:55:33,679 - mmaction - INFO - Epoch [43][880/1879] lr: 9.350e-02, eta: 4 days, 3:58:49, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6125, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.1142 2021-07-08 11:55:50,739 - mmaction - INFO - Epoch [43][900/1879] lr: 9.350e-02, eta: 4 days, 3:58:27, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6020, loss_cls: 2.9661, loss: 2.9661, grad_norm: 2.0460 2021-07-08 11:56:07,979 - mmaction - INFO - Epoch [43][920/1879] lr: 9.350e-02, eta: 4 days, 3:58:05, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6012, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.0239 2021-07-08 11:56:25,243 - mmaction - INFO - Epoch [43][940/1879] lr: 9.350e-02, eta: 4 days, 3:57:44, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6016, loss_cls: 2.9183, loss: 2.9183, grad_norm: 2.1268 2021-07-08 11:56:42,347 - mmaction - INFO - Epoch [43][960/1879] lr: 9.350e-02, eta: 4 days, 3:57:22, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6109, loss_cls: 2.9528, loss: 2.9528, grad_norm: 2.0401 2021-07-08 11:56:59,326 - mmaction - INFO - Epoch [43][980/1879] lr: 9.350e-02, eta: 4 days, 3:56:59, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6062, loss_cls: 2.9380, loss: 2.9380, grad_norm: 2.0660 2021-07-08 11:57:16,526 - mmaction - INFO - Epoch [43][1000/1879] lr: 9.350e-02, eta: 4 days, 3:56:37, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 2.9579, loss: 2.9579, grad_norm: 2.1027 2021-07-08 11:57:33,718 - mmaction - INFO - Epoch [43][1020/1879] lr: 9.350e-02, eta: 4 days, 3:56:16, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6172, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.0544 2021-07-08 11:57:50,866 - mmaction - INFO - Epoch [43][1040/1879] lr: 9.350e-02, eta: 4 days, 3:55:54, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6090, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.0394 2021-07-08 11:58:07,873 - mmaction - INFO - Epoch [43][1060/1879] lr: 9.350e-02, eta: 4 days, 3:55:31, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6160, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.0945 2021-07-08 11:58:25,011 - mmaction - INFO - Epoch [43][1080/1879] lr: 9.350e-02, eta: 4 days, 3:55:09, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6129, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.0129 2021-07-08 11:58:42,366 - mmaction - INFO - Epoch [43][1100/1879] lr: 9.350e-02, eta: 4 days, 3:54:48, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6043, loss_cls: 2.9587, loss: 2.9587, grad_norm: 2.0484 2021-07-08 11:58:59,550 - mmaction - INFO - Epoch [43][1120/1879] lr: 9.350e-02, eta: 4 days, 3:54:26, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6230, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.0634 2021-07-08 11:59:16,710 - mmaction - INFO - Epoch [43][1140/1879] lr: 9.350e-02, eta: 4 days, 3:54:05, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6145, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.0194 2021-07-08 11:59:33,958 - mmaction - INFO - Epoch [43][1160/1879] lr: 9.350e-02, eta: 4 days, 3:53:43, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.9117, loss: 2.9117, grad_norm: 2.0194 2021-07-08 11:59:51,013 - mmaction - INFO - Epoch [43][1180/1879] lr: 9.350e-02, eta: 4 days, 3:53:21, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6207, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.0582 2021-07-08 12:00:14,902 - mmaction - INFO - Epoch [43][1200/1879] lr: 9.350e-02, eta: 4 days, 3:53:33, time: 1.191, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.0413 2021-07-08 12:00:31,818 - mmaction - INFO - Epoch [43][1220/1879] lr: 9.350e-02, eta: 4 days, 3:53:10, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6168, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.0769 2021-07-08 12:00:49,001 - mmaction - INFO - Epoch [43][1240/1879] lr: 9.350e-02, eta: 4 days, 3:52:48, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6082, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.0713 2021-07-08 12:01:05,876 - mmaction - INFO - Epoch [43][1260/1879] lr: 9.350e-02, eta: 4 days, 3:52:25, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8832, loss: 2.8832, grad_norm: 2.0363 2021-07-08 12:01:22,996 - mmaction - INFO - Epoch [43][1280/1879] lr: 9.350e-02, eta: 4 days, 3:52:02, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5949, loss_cls: 2.9847, loss: 2.9847, grad_norm: 2.0734 2021-07-08 12:01:40,067 - mmaction - INFO - Epoch [43][1300/1879] lr: 9.350e-02, eta: 4 days, 3:51:40, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6148, loss_cls: 2.8745, loss: 2.8745, grad_norm: 2.0305 2021-07-08 12:01:57,278 - mmaction - INFO - Epoch [43][1320/1879] lr: 9.350e-02, eta: 4 days, 3:51:19, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6250, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.0179 2021-07-08 12:02:14,314 - mmaction - INFO - Epoch [43][1340/1879] lr: 9.350e-02, eta: 4 days, 3:50:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6180, loss_cls: 2.8730, loss: 2.8730, grad_norm: 2.0887 2021-07-08 12:02:31,306 - mmaction - INFO - Epoch [43][1360/1879] lr: 9.350e-02, eta: 4 days, 3:50:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6113, loss_cls: 2.9095, loss: 2.9095, grad_norm: 2.0684 2021-07-08 12:02:48,233 - mmaction - INFO - Epoch [43][1380/1879] lr: 9.350e-02, eta: 4 days, 3:50:11, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6195, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.0858 2021-07-08 12:03:05,496 - mmaction - INFO - Epoch [43][1400/1879] lr: 9.350e-02, eta: 4 days, 3:49:49, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6148, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.1082 2021-07-08 12:03:22,398 - mmaction - INFO - Epoch [43][1420/1879] lr: 9.350e-02, eta: 4 days, 3:49:26, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6121, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.0881 2021-07-08 12:03:39,355 - mmaction - INFO - Epoch [43][1440/1879] lr: 9.350e-02, eta: 4 days, 3:49:03, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6109, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.0602 2021-07-08 12:03:56,551 - mmaction - INFO - Epoch [43][1460/1879] lr: 9.350e-02, eta: 4 days, 3:48:42, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6102, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.0590 2021-07-08 12:04:13,549 - mmaction - INFO - Epoch [43][1480/1879] lr: 9.350e-02, eta: 4 days, 3:48:19, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6180, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.1000 2021-07-08 12:04:30,768 - mmaction - INFO - Epoch [43][1500/1879] lr: 9.350e-02, eta: 4 days, 3:47:58, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.0521 2021-07-08 12:04:47,949 - mmaction - INFO - Epoch [43][1520/1879] lr: 9.350e-02, eta: 4 days, 3:47:36, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5855, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.0446 2021-07-08 12:05:05,544 - mmaction - INFO - Epoch [43][1540/1879] lr: 9.350e-02, eta: 4 days, 3:47:16, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6059, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.0967 2021-07-08 12:05:22,609 - mmaction - INFO - Epoch [43][1560/1879] lr: 9.350e-02, eta: 4 days, 3:46:54, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6051, loss_cls: 2.9205, loss: 2.9205, grad_norm: 2.0841 2021-07-08 12:05:39,694 - mmaction - INFO - Epoch [43][1580/1879] lr: 9.350e-02, eta: 4 days, 3:46:32, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6215, loss_cls: 2.8701, loss: 2.8701, grad_norm: 2.0269 2021-07-08 12:05:56,865 - mmaction - INFO - Epoch [43][1600/1879] lr: 9.350e-02, eta: 4 days, 3:46:10, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6094, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.0794 2021-07-08 12:06:14,012 - mmaction - INFO - Epoch [43][1620/1879] lr: 9.350e-02, eta: 4 days, 3:45:48, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6090, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.0500 2021-07-08 12:06:31,282 - mmaction - INFO - Epoch [43][1640/1879] lr: 9.350e-02, eta: 4 days, 3:45:27, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6180, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.0638 2021-07-08 12:06:48,251 - mmaction - INFO - Epoch [43][1660/1879] lr: 9.350e-02, eta: 4 days, 3:45:04, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6281, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.0404 2021-07-08 12:07:05,402 - mmaction - INFO - Epoch [43][1680/1879] lr: 9.350e-02, eta: 4 days, 3:44:43, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5988, loss_cls: 2.9984, loss: 2.9984, grad_norm: 2.0679 2021-07-08 12:07:22,352 - mmaction - INFO - Epoch [43][1700/1879] lr: 9.350e-02, eta: 4 days, 3:44:20, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6090, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.0365 2021-07-08 12:07:39,375 - mmaction - INFO - Epoch [43][1720/1879] lr: 9.350e-02, eta: 4 days, 3:43:57, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6266, loss_cls: 2.8498, loss: 2.8498, grad_norm: 2.0483 2021-07-08 12:07:56,446 - mmaction - INFO - Epoch [43][1740/1879] lr: 9.350e-02, eta: 4 days, 3:43:35, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6031, loss_cls: 2.8745, loss: 2.8745, grad_norm: 2.1001 2021-07-08 12:08:13,538 - mmaction - INFO - Epoch [43][1760/1879] lr: 9.350e-02, eta: 4 days, 3:43:13, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6023, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.0520 2021-07-08 12:08:30,688 - mmaction - INFO - Epoch [43][1780/1879] lr: 9.350e-02, eta: 4 days, 3:42:51, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6082, loss_cls: 2.9248, loss: 2.9248, grad_norm: 2.0583 2021-07-08 12:08:47,881 - mmaction - INFO - Epoch [43][1800/1879] lr: 9.350e-02, eta: 4 days, 3:42:29, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6059, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.0801 2021-07-08 12:09:04,922 - mmaction - INFO - Epoch [43][1820/1879] lr: 9.350e-02, eta: 4 days, 3:42:07, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6199, loss_cls: 2.8589, loss: 2.8589, grad_norm: 2.0552 2021-07-08 12:09:22,158 - mmaction - INFO - Epoch [43][1840/1879] lr: 9.350e-02, eta: 4 days, 3:41:45, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6168, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.0630 2021-07-08 12:09:39,121 - mmaction - INFO - Epoch [43][1860/1879] lr: 9.350e-02, eta: 4 days, 3:41:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6125, loss_cls: 2.8917, loss: 2.8917, grad_norm: 2.0603 2021-07-08 12:10:14,368 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 12:10:14,372 - mmaction - INFO - 106 BN found 2021-07-08 12:14:46,013 - mmaction - INFO - BN stats updated 2021-07-08 12:16:03,096 - mmaction - INFO - Epoch [44][20/1879] lr: 9.320e-02, eta: 4 days, 3:44:07, time: 3.753, data_time: 2.676, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6199, loss_cls: 2.8944, loss: 2.8944, grad_norm: 2.0201 2021-07-08 12:16:19,633 - mmaction - INFO - Epoch [44][40/1879] lr: 9.320e-02, eta: 4 days, 3:43:42, time: 0.826, data_time: 0.006, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6145, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.0611 2021-07-08 12:16:36,171 - mmaction - INFO - Epoch [44][60/1879] lr: 9.320e-02, eta: 4 days, 3:43:17, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6207, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0747 2021-07-08 12:16:52,679 - mmaction - INFO - Epoch [44][80/1879] lr: 9.320e-02, eta: 4 days, 3:42:52, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6238, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.0608 2021-07-08 12:17:09,432 - mmaction - INFO - Epoch [44][100/1879] lr: 9.320e-02, eta: 4 days, 3:42:28, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6199, loss_cls: 2.8400, loss: 2.8400, grad_norm: 2.0864 2021-07-08 12:17:26,106 - mmaction - INFO - Epoch [44][120/1879] lr: 9.320e-02, eta: 4 days, 3:42:04, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6133, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.0361 2021-07-08 12:17:42,836 - mmaction - INFO - Epoch [44][140/1879] lr: 9.320e-02, eta: 4 days, 3:41:40, time: 0.836, data_time: 0.007, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6238, loss_cls: 2.8735, loss: 2.8735, grad_norm: 2.0318 2021-07-08 12:17:59,581 - mmaction - INFO - Epoch [44][160/1879] lr: 9.320e-02, eta: 4 days, 3:41:16, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6230, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.0609 2021-07-08 12:18:16,268 - mmaction - INFO - Epoch [44][180/1879] lr: 9.320e-02, eta: 4 days, 3:40:52, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6176, loss_cls: 2.8802, loss: 2.8802, grad_norm: 2.1436 2021-07-08 12:18:33,343 - mmaction - INFO - Epoch [44][200/1879] lr: 9.320e-02, eta: 4 days, 3:40:29, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.0280 2021-07-08 12:18:50,424 - mmaction - INFO - Epoch [44][220/1879] lr: 9.320e-02, eta: 4 days, 3:40:07, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6348, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.0278 2021-07-08 12:19:07,365 - mmaction - INFO - Epoch [44][240/1879] lr: 9.320e-02, eta: 4 days, 3:39:44, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6434, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.0613 2021-07-08 12:19:24,260 - mmaction - INFO - Epoch [44][260/1879] lr: 9.320e-02, eta: 4 days, 3:39:21, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6266, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.0874 2021-07-08 12:19:41,367 - mmaction - INFO - Epoch [44][280/1879] lr: 9.320e-02, eta: 4 days, 3:38:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6129, loss_cls: 2.8606, loss: 2.8606, grad_norm: 2.0768 2021-07-08 12:19:58,302 - mmaction - INFO - Epoch [44][300/1879] lr: 9.320e-02, eta: 4 days, 3:38:36, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6156, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.0645 2021-07-08 12:20:15,371 - mmaction - INFO - Epoch [44][320/1879] lr: 9.320e-02, eta: 4 days, 3:38:14, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6277, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.0726 2021-07-08 12:20:32,241 - mmaction - INFO - Epoch [44][340/1879] lr: 9.320e-02, eta: 4 days, 3:37:51, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6020, loss_cls: 2.9311, loss: 2.9311, grad_norm: 2.0767 2021-07-08 12:20:49,368 - mmaction - INFO - Epoch [44][360/1879] lr: 9.320e-02, eta: 4 days, 3:37:29, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6195, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.0612 2021-07-08 12:21:06,301 - mmaction - INFO - Epoch [44][380/1879] lr: 9.320e-02, eta: 4 days, 3:37:06, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6184, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.1237 2021-07-08 12:21:23,163 - mmaction - INFO - Epoch [44][400/1879] lr: 9.320e-02, eta: 4 days, 3:36:43, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6199, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.0740 2021-07-08 12:21:40,475 - mmaction - INFO - Epoch [44][420/1879] lr: 9.320e-02, eta: 4 days, 3:36:22, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6172, loss_cls: 2.8785, loss: 2.8785, grad_norm: 2.0582 2021-07-08 12:21:57,491 - mmaction - INFO - Epoch [44][440/1879] lr: 9.320e-02, eta: 4 days, 3:35:59, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6254, loss_cls: 2.8485, loss: 2.8485, grad_norm: 2.0985 2021-07-08 12:22:14,548 - mmaction - INFO - Epoch [44][460/1879] lr: 9.320e-02, eta: 4 days, 3:35:37, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6121, loss_cls: 2.9036, loss: 2.9036, grad_norm: 2.0482 2021-07-08 12:22:31,716 - mmaction - INFO - Epoch [44][480/1879] lr: 9.320e-02, eta: 4 days, 3:35:15, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9057, loss: 2.9057, grad_norm: 2.1035 2021-07-08 12:22:48,616 - mmaction - INFO - Epoch [44][500/1879] lr: 9.320e-02, eta: 4 days, 3:34:52, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6211, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.0721 2021-07-08 12:23:05,718 - mmaction - INFO - Epoch [44][520/1879] lr: 9.320e-02, eta: 4 days, 3:34:30, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6000, loss_cls: 2.9382, loss: 2.9382, grad_norm: 2.0574 2021-07-08 12:23:22,620 - mmaction - INFO - Epoch [44][540/1879] lr: 9.320e-02, eta: 4 days, 3:34:07, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.0642 2021-07-08 12:23:39,696 - mmaction - INFO - Epoch [44][560/1879] lr: 9.320e-02, eta: 4 days, 3:33:45, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.8745, loss: 2.8745, grad_norm: 2.0842 2021-07-08 12:23:56,607 - mmaction - INFO - Epoch [44][580/1879] lr: 9.320e-02, eta: 4 days, 3:33:22, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6230, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.1235 2021-07-08 12:24:13,670 - mmaction - INFO - Epoch [44][600/1879] lr: 9.320e-02, eta: 4 days, 3:33:00, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6223, loss_cls: 2.8828, loss: 2.8828, grad_norm: 2.0431 2021-07-08 12:24:30,690 - mmaction - INFO - Epoch [44][620/1879] lr: 9.320e-02, eta: 4 days, 3:32:38, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6281, loss_cls: 2.8202, loss: 2.8202, grad_norm: 2.0242 2021-07-08 12:24:47,689 - mmaction - INFO - Epoch [44][640/1879] lr: 9.320e-02, eta: 4 days, 3:32:15, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6008, loss_cls: 2.9223, loss: 2.9223, grad_norm: 2.0341 2021-07-08 12:25:04,732 - mmaction - INFO - Epoch [44][660/1879] lr: 9.320e-02, eta: 4 days, 3:31:53, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6188, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.0661 2021-07-08 12:25:21,739 - mmaction - INFO - Epoch [44][680/1879] lr: 9.320e-02, eta: 4 days, 3:31:30, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6160, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.0545 2021-07-08 12:25:38,805 - mmaction - INFO - Epoch [44][700/1879] lr: 9.320e-02, eta: 4 days, 3:31:08, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6254, loss_cls: 2.8513, loss: 2.8513, grad_norm: 2.0060 2021-07-08 12:25:55,605 - mmaction - INFO - Epoch [44][720/1879] lr: 9.320e-02, eta: 4 days, 3:30:45, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6293, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.0466 2021-07-08 12:26:12,688 - mmaction - INFO - Epoch [44][740/1879] lr: 9.320e-02, eta: 4 days, 3:30:22, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9531, loss: 2.9531, grad_norm: 2.0655 2021-07-08 12:26:29,857 - mmaction - INFO - Epoch [44][760/1879] lr: 9.320e-02, eta: 4 days, 3:30:01, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6309, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.0293 2021-07-08 12:26:46,919 - mmaction - INFO - Epoch [44][780/1879] lr: 9.320e-02, eta: 4 days, 3:29:38, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6137, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.0929 2021-07-08 12:27:03,852 - mmaction - INFO - Epoch [44][800/1879] lr: 9.320e-02, eta: 4 days, 3:29:16, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6047, loss_cls: 2.9460, loss: 2.9460, grad_norm: 2.0533 2021-07-08 12:27:20,810 - mmaction - INFO - Epoch [44][820/1879] lr: 9.320e-02, eta: 4 days, 3:28:53, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6148, loss_cls: 2.9281, loss: 2.9281, grad_norm: 2.0530 2021-07-08 12:27:37,889 - mmaction - INFO - Epoch [44][840/1879] lr: 9.320e-02, eta: 4 days, 3:28:31, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6086, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.0302 2021-07-08 12:27:54,840 - mmaction - INFO - Epoch [44][860/1879] lr: 9.320e-02, eta: 4 days, 3:28:08, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5965, loss_cls: 2.9664, loss: 2.9664, grad_norm: 2.0274 2021-07-08 12:28:12,057 - mmaction - INFO - Epoch [44][880/1879] lr: 9.320e-02, eta: 4 days, 3:27:47, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6062, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.0160 2021-07-08 12:28:29,029 - mmaction - INFO - Epoch [44][900/1879] lr: 9.320e-02, eta: 4 days, 3:27:24, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5996, loss_cls: 2.9382, loss: 2.9382, grad_norm: 2.0353 2021-07-08 12:28:45,991 - mmaction - INFO - Epoch [44][920/1879] lr: 9.320e-02, eta: 4 days, 3:27:01, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3570, top5_acc: 0.5883, loss_cls: 2.9945, loss: 2.9945, grad_norm: 2.0709 2021-07-08 12:29:03,092 - mmaction - INFO - Epoch [44][940/1879] lr: 9.320e-02, eta: 4 days, 3:26:39, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.0448 2021-07-08 12:29:20,069 - mmaction - INFO - Epoch [44][960/1879] lr: 9.320e-02, eta: 4 days, 3:26:17, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.1305 2021-07-08 12:29:37,048 - mmaction - INFO - Epoch [44][980/1879] lr: 9.320e-02, eta: 4 days, 3:25:54, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6254, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.0265 2021-07-08 12:29:54,062 - mmaction - INFO - Epoch [44][1000/1879] lr: 9.320e-02, eta: 4 days, 3:25:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6086, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.0526 2021-07-08 12:30:11,277 - mmaction - INFO - Epoch [44][1020/1879] lr: 9.320e-02, eta: 4 days, 3:25:10, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.5973, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.0993 2021-07-08 12:30:28,490 - mmaction - INFO - Epoch [44][1040/1879] lr: 9.320e-02, eta: 4 days, 3:24:49, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6148, loss_cls: 2.8969, loss: 2.8969, grad_norm: 2.0360 2021-07-08 12:30:45,531 - mmaction - INFO - Epoch [44][1060/1879] lr: 9.320e-02, eta: 4 days, 3:24:26, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6285, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.0586 2021-07-08 12:31:02,478 - mmaction - INFO - Epoch [44][1080/1879] lr: 9.320e-02, eta: 4 days, 3:24:04, time: 0.847, data_time: 0.007, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.0750 2021-07-08 12:31:19,748 - mmaction - INFO - Epoch [44][1100/1879] lr: 9.320e-02, eta: 4 days, 3:23:43, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6043, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.0835 2021-07-08 12:31:36,841 - mmaction - INFO - Epoch [44][1120/1879] lr: 9.320e-02, eta: 4 days, 3:23:21, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6016, loss_cls: 2.9599, loss: 2.9599, grad_norm: 2.1086 2021-07-08 12:31:54,095 - mmaction - INFO - Epoch [44][1140/1879] lr: 9.320e-02, eta: 4 days, 3:22:59, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.8851, loss: 2.8851, grad_norm: 2.0143 2021-07-08 12:32:11,043 - mmaction - INFO - Epoch [44][1160/1879] lr: 9.320e-02, eta: 4 days, 3:22:37, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6129, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.0927 2021-07-08 12:32:28,063 - mmaction - INFO - Epoch [44][1180/1879] lr: 9.320e-02, eta: 4 days, 3:22:14, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6102, loss_cls: 2.9360, loss: 2.9360, grad_norm: 2.1290 2021-07-08 12:32:45,069 - mmaction - INFO - Epoch [44][1200/1879] lr: 9.320e-02, eta: 4 days, 3:21:52, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8645, loss: 2.8645, grad_norm: 2.0328 2021-07-08 12:33:01,882 - mmaction - INFO - Epoch [44][1220/1879] lr: 9.320e-02, eta: 4 days, 3:21:28, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6234, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.0694 2021-07-08 12:33:19,059 - mmaction - INFO - Epoch [44][1240/1879] lr: 9.320e-02, eta: 4 days, 3:21:07, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 2.9874, loss: 2.9874, grad_norm: 2.0733 2021-07-08 12:33:36,043 - mmaction - INFO - Epoch [44][1260/1879] lr: 9.320e-02, eta: 4 days, 3:20:45, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6137, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.0468 2021-07-08 12:33:53,008 - mmaction - INFO - Epoch [44][1280/1879] lr: 9.320e-02, eta: 4 days, 3:20:22, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6145, loss_cls: 2.9056, loss: 2.9056, grad_norm: 2.1052 2021-07-08 12:34:10,015 - mmaction - INFO - Epoch [44][1300/1879] lr: 9.320e-02, eta: 4 days, 3:20:00, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6102, loss_cls: 2.9467, loss: 2.9467, grad_norm: 2.1025 2021-07-08 12:34:26,805 - mmaction - INFO - Epoch [44][1320/1879] lr: 9.320e-02, eta: 4 days, 3:19:36, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5980, loss_cls: 2.9802, loss: 2.9802, grad_norm: 2.0713 2021-07-08 12:34:43,825 - mmaction - INFO - Epoch [44][1340/1879] lr: 9.320e-02, eta: 4 days, 3:19:14, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6066, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.0812 2021-07-08 12:35:00,811 - mmaction - INFO - Epoch [44][1360/1879] lr: 9.320e-02, eta: 4 days, 3:18:51, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6246, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.0655 2021-07-08 12:35:18,049 - mmaction - INFO - Epoch [44][1380/1879] lr: 9.320e-02, eta: 4 days, 3:18:30, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6168, loss_cls: 2.9124, loss: 2.9124, grad_norm: 2.1010 2021-07-08 12:35:35,027 - mmaction - INFO - Epoch [44][1400/1879] lr: 9.320e-02, eta: 4 days, 3:18:07, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6191, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.0645 2021-07-08 12:35:52,031 - mmaction - INFO - Epoch [44][1420/1879] lr: 9.320e-02, eta: 4 days, 3:17:45, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6008, loss_cls: 2.9281, loss: 2.9281, grad_norm: 2.1006 2021-07-08 12:36:09,191 - mmaction - INFO - Epoch [44][1440/1879] lr: 9.320e-02, eta: 4 days, 3:17:23, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6176, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.0629 2021-07-08 12:36:26,157 - mmaction - INFO - Epoch [44][1460/1879] lr: 9.320e-02, eta: 4 days, 3:17:01, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6109, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0766 2021-07-08 12:36:43,307 - mmaction - INFO - Epoch [44][1480/1879] lr: 9.320e-02, eta: 4 days, 3:16:39, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6121, loss_cls: 2.9085, loss: 2.9085, grad_norm: 2.0682 2021-07-08 12:37:00,169 - mmaction - INFO - Epoch [44][1500/1879] lr: 9.320e-02, eta: 4 days, 3:16:16, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6117, loss_cls: 2.9597, loss: 2.9597, grad_norm: 2.1042 2021-07-08 12:37:17,307 - mmaction - INFO - Epoch [44][1520/1879] lr: 9.320e-02, eta: 4 days, 3:15:54, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6297, loss_cls: 2.8236, loss: 2.8236, grad_norm: 2.0819 2021-07-08 12:37:34,259 - mmaction - INFO - Epoch [44][1540/1879] lr: 9.320e-02, eta: 4 days, 3:15:32, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6172, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.0897 2021-07-08 12:37:51,513 - mmaction - INFO - Epoch [44][1560/1879] lr: 9.320e-02, eta: 4 days, 3:15:11, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6156, loss_cls: 2.9160, loss: 2.9160, grad_norm: 2.0256 2021-07-08 12:38:08,550 - mmaction - INFO - Epoch [44][1580/1879] lr: 9.320e-02, eta: 4 days, 3:14:48, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.0235 2021-07-08 12:38:25,874 - mmaction - INFO - Epoch [44][1600/1879] lr: 9.320e-02, eta: 4 days, 3:14:27, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6043, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.0837 2021-07-08 12:38:42,708 - mmaction - INFO - Epoch [44][1620/1879] lr: 9.320e-02, eta: 4 days, 3:14:04, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6055, loss_cls: 2.9744, loss: 2.9744, grad_norm: 2.0354 2021-07-08 12:38:59,882 - mmaction - INFO - Epoch [44][1640/1879] lr: 9.320e-02, eta: 4 days, 3:13:43, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9661, loss: 2.9661, grad_norm: 2.0492 2021-07-08 12:39:17,058 - mmaction - INFO - Epoch [44][1660/1879] lr: 9.320e-02, eta: 4 days, 3:13:21, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6148, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.0332 2021-07-08 12:39:34,057 - mmaction - INFO - Epoch [44][1680/1879] lr: 9.320e-02, eta: 4 days, 3:12:59, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6301, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.1074 2021-07-08 12:39:51,220 - mmaction - INFO - Epoch [44][1700/1879] lr: 9.320e-02, eta: 4 days, 3:12:37, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6113, loss_cls: 2.8933, loss: 2.8933, grad_norm: 2.0568 2021-07-08 12:40:08,450 - mmaction - INFO - Epoch [44][1720/1879] lr: 9.320e-02, eta: 4 days, 3:12:16, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6035, loss_cls: 2.9887, loss: 2.9887, grad_norm: 2.0581 2021-07-08 12:40:25,592 - mmaction - INFO - Epoch [44][1740/1879] lr: 9.320e-02, eta: 4 days, 3:11:54, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6125, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.0411 2021-07-08 12:40:42,753 - mmaction - INFO - Epoch [44][1760/1879] lr: 9.320e-02, eta: 4 days, 3:11:32, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5953, loss_cls: 3.0046, loss: 3.0046, grad_norm: 2.0880 2021-07-08 12:40:59,877 - mmaction - INFO - Epoch [44][1780/1879] lr: 9.320e-02, eta: 4 days, 3:11:11, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6188, loss_cls: 2.8518, loss: 2.8518, grad_norm: 2.0410 2021-07-08 12:41:17,001 - mmaction - INFO - Epoch [44][1800/1879] lr: 9.320e-02, eta: 4 days, 3:10:49, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6254, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.0606 2021-07-08 12:41:34,243 - mmaction - INFO - Epoch [44][1820/1879] lr: 9.320e-02, eta: 4 days, 3:10:28, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9534, loss: 2.9534, grad_norm: 2.0714 2021-07-08 12:41:51,563 - mmaction - INFO - Epoch [44][1840/1879] lr: 9.320e-02, eta: 4 days, 3:10:07, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3613, top5_acc: 0.5941, loss_cls: 2.9959, loss: 2.9959, grad_norm: 2.0388 2021-07-08 12:42:08,547 - mmaction - INFO - Epoch [44][1860/1879] lr: 9.320e-02, eta: 4 days, 3:09:44, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9217, loss: 2.9217, grad_norm: 2.1181 2021-07-08 12:42:28,437 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 12:42:28,440 - mmaction - INFO - 106 BN found 2021-07-08 12:46:59,978 - mmaction - INFO - BN stats updated 2021-07-08 12:47:01,997 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-07-08 12:48:17,215 - mmaction - INFO - Epoch [45][20/1879] lr: 9.289e-02, eta: 4 days, 3:12:00, time: 3.521, data_time: 2.708, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6223, loss_cls: 2.9016, loss: 2.9016, grad_norm: 2.1494 2021-07-08 12:48:33,819 - mmaction - INFO - Epoch [45][40/1879] lr: 9.289e-02, eta: 4 days, 3:11:36, time: 0.829, data_time: 0.008, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6051, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.0267 2021-07-08 12:48:50,239 - mmaction - INFO - Epoch [45][60/1879] lr: 9.289e-02, eta: 4 days, 3:11:11, time: 0.822, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.5973, loss_cls: 2.9214, loss: 2.9214, grad_norm: 2.1055 2021-07-08 12:49:06,835 - mmaction - INFO - Epoch [45][80/1879] lr: 9.289e-02, eta: 4 days, 3:10:46, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6281, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.1244 2021-07-08 12:49:23,494 - mmaction - INFO - Epoch [45][100/1879] lr: 9.289e-02, eta: 4 days, 3:10:23, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.8954, loss: 2.8954, grad_norm: 2.0838 2021-07-08 12:49:40,079 - mmaction - INFO - Epoch [45][120/1879] lr: 9.289e-02, eta: 4 days, 3:09:58, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.3539, top5_acc: 0.5969, loss_cls: 2.9821, loss: 2.9821, grad_norm: 2.1047 2021-07-08 12:49:56,765 - mmaction - INFO - Epoch [45][140/1879] lr: 9.289e-02, eta: 4 days, 3:09:34, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6121, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.0142 2021-07-08 12:50:13,652 - mmaction - INFO - Epoch [45][160/1879] lr: 9.289e-02, eta: 4 days, 3:09:11, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6297, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.0701 2021-07-08 12:50:30,640 - mmaction - INFO - Epoch [45][180/1879] lr: 9.289e-02, eta: 4 days, 3:08:49, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6309, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.0603 2021-07-08 12:50:47,683 - mmaction - INFO - Epoch [45][200/1879] lr: 9.289e-02, eta: 4 days, 3:08:26, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6336, loss_cls: 2.8412, loss: 2.8412, grad_norm: 2.0650 2021-07-08 12:51:04,477 - mmaction - INFO - Epoch [45][220/1879] lr: 9.289e-02, eta: 4 days, 3:08:03, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6047, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.0985 2021-07-08 12:51:21,633 - mmaction - INFO - Epoch [45][240/1879] lr: 9.289e-02, eta: 4 days, 3:07:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6051, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.0445 2021-07-08 12:51:38,607 - mmaction - INFO - Epoch [45][260/1879] lr: 9.289e-02, eta: 4 days, 3:07:19, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6121, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.0505 2021-07-08 12:51:55,732 - mmaction - INFO - Epoch [45][280/1879] lr: 9.289e-02, eta: 4 days, 3:06:57, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6359, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.0509 2021-07-08 12:52:12,581 - mmaction - INFO - Epoch [45][300/1879] lr: 9.289e-02, eta: 4 days, 3:06:34, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6273, loss_cls: 2.8816, loss: 2.8816, grad_norm: 2.1043 2021-07-08 12:52:29,459 - mmaction - INFO - Epoch [45][320/1879] lr: 9.289e-02, eta: 4 days, 3:06:11, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6176, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.0307 2021-07-08 12:52:46,646 - mmaction - INFO - Epoch [45][340/1879] lr: 9.289e-02, eta: 4 days, 3:05:50, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6242, loss_cls: 2.8908, loss: 2.8908, grad_norm: 2.0422 2021-07-08 12:53:03,628 - mmaction - INFO - Epoch [45][360/1879] lr: 9.289e-02, eta: 4 days, 3:05:27, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5887, loss_cls: 2.9698, loss: 2.9698, grad_norm: 2.0784 2021-07-08 12:53:20,511 - mmaction - INFO - Epoch [45][380/1879] lr: 9.289e-02, eta: 4 days, 3:05:04, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6254, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.0841 2021-07-08 12:53:37,623 - mmaction - INFO - Epoch [45][400/1879] lr: 9.289e-02, eta: 4 days, 3:04:42, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6285, loss_cls: 2.8476, loss: 2.8476, grad_norm: 2.0950 2021-07-08 12:53:54,658 - mmaction - INFO - Epoch [45][420/1879] lr: 9.289e-02, eta: 4 days, 3:04:20, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8843, loss: 2.8843, grad_norm: 2.1094 2021-07-08 12:54:11,752 - mmaction - INFO - Epoch [45][440/1879] lr: 9.289e-02, eta: 4 days, 3:03:58, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6180, loss_cls: 2.8722, loss: 2.8722, grad_norm: 2.0991 2021-07-08 12:54:28,861 - mmaction - INFO - Epoch [45][460/1879] lr: 9.289e-02, eta: 4 days, 3:03:36, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6340, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.0826 2021-07-08 12:54:45,993 - mmaction - INFO - Epoch [45][480/1879] lr: 9.289e-02, eta: 4 days, 3:03:15, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6277, loss_cls: 2.8829, loss: 2.8829, grad_norm: 2.1016 2021-07-08 12:55:03,171 - mmaction - INFO - Epoch [45][500/1879] lr: 9.289e-02, eta: 4 days, 3:02:53, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6160, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.0999 2021-07-08 12:55:20,219 - mmaction - INFO - Epoch [45][520/1879] lr: 9.289e-02, eta: 4 days, 3:02:31, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6270, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.0715 2021-07-08 12:55:37,523 - mmaction - INFO - Epoch [45][540/1879] lr: 9.289e-02, eta: 4 days, 3:02:10, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.0837 2021-07-08 12:55:54,402 - mmaction - INFO - Epoch [45][560/1879] lr: 9.289e-02, eta: 4 days, 3:01:47, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5969, loss_cls: 2.9772, loss: 2.9772, grad_norm: 2.0908 2021-07-08 12:56:11,557 - mmaction - INFO - Epoch [45][580/1879] lr: 9.289e-02, eta: 4 days, 3:01:26, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6176, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.0441 2021-07-08 12:56:28,666 - mmaction - INFO - Epoch [45][600/1879] lr: 9.289e-02, eta: 4 days, 3:01:04, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.0964 2021-07-08 12:56:45,705 - mmaction - INFO - Epoch [45][620/1879] lr: 9.289e-02, eta: 4 days, 3:00:42, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6180, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.0596 2021-07-08 12:57:02,733 - mmaction - INFO - Epoch [45][640/1879] lr: 9.289e-02, eta: 4 days, 3:00:20, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6180, loss_cls: 2.8856, loss: 2.8856, grad_norm: 2.0741 2021-07-08 12:57:19,794 - mmaction - INFO - Epoch [45][660/1879] lr: 9.289e-02, eta: 4 days, 2:59:58, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6145, loss_cls: 2.8793, loss: 2.8793, grad_norm: 2.0727 2021-07-08 12:57:36,694 - mmaction - INFO - Epoch [45][680/1879] lr: 9.289e-02, eta: 4 days, 2:59:35, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6316, loss_cls: 2.8107, loss: 2.8107, grad_norm: 2.1041 2021-07-08 12:57:53,732 - mmaction - INFO - Epoch [45][700/1879] lr: 9.289e-02, eta: 4 days, 2:59:13, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6238, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.0834 2021-07-08 12:58:10,743 - mmaction - INFO - Epoch [45][720/1879] lr: 9.289e-02, eta: 4 days, 2:58:50, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6129, loss_cls: 2.8934, loss: 2.8934, grad_norm: 2.0344 2021-07-08 12:58:27,771 - mmaction - INFO - Epoch [45][740/1879] lr: 9.289e-02, eta: 4 days, 2:58:28, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9957, loss: 2.9957, grad_norm: 2.1111 2021-07-08 12:58:44,784 - mmaction - INFO - Epoch [45][760/1879] lr: 9.289e-02, eta: 4 days, 2:58:06, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6184, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.0451 2021-07-08 12:59:01,741 - mmaction - INFO - Epoch [45][780/1879] lr: 9.289e-02, eta: 4 days, 2:57:43, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6191, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.0122 2021-07-08 12:59:18,828 - mmaction - INFO - Epoch [45][800/1879] lr: 9.289e-02, eta: 4 days, 2:57:22, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6059, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.0378 2021-07-08 12:59:35,828 - mmaction - INFO - Epoch [45][820/1879] lr: 9.289e-02, eta: 4 days, 2:56:59, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6367, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.0654 2021-07-08 12:59:52,828 - mmaction - INFO - Epoch [45][840/1879] lr: 9.289e-02, eta: 4 days, 2:56:37, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6176, loss_cls: 2.8366, loss: 2.8366, grad_norm: 2.0564 2021-07-08 13:00:09,915 - mmaction - INFO - Epoch [45][860/1879] lr: 9.289e-02, eta: 4 days, 2:56:15, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6285, loss_cls: 2.8835, loss: 2.8835, grad_norm: 2.0883 2021-07-08 13:00:26,815 - mmaction - INFO - Epoch [45][880/1879] lr: 9.289e-02, eta: 4 days, 2:55:52, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6156, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.0659 2021-07-08 13:00:43,993 - mmaction - INFO - Epoch [45][900/1879] lr: 9.289e-02, eta: 4 days, 2:55:31, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6203, loss_cls: 2.8845, loss: 2.8845, grad_norm: 2.0988 2021-07-08 13:01:01,068 - mmaction - INFO - Epoch [45][920/1879] lr: 9.289e-02, eta: 4 days, 2:55:09, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6141, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0990 2021-07-08 13:01:18,104 - mmaction - INFO - Epoch [45][940/1879] lr: 9.289e-02, eta: 4 days, 2:54:47, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6148, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.0704 2021-07-08 13:01:35,018 - mmaction - INFO - Epoch [45][960/1879] lr: 9.289e-02, eta: 4 days, 2:54:24, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6297, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.0674 2021-07-08 13:01:52,162 - mmaction - INFO - Epoch [45][980/1879] lr: 9.289e-02, eta: 4 days, 2:54:02, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6184, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0833 2021-07-08 13:02:09,159 - mmaction - INFO - Epoch [45][1000/1879] lr: 9.289e-02, eta: 4 days, 2:53:40, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9418, loss: 2.9418, grad_norm: 2.0973 2021-07-08 13:02:26,229 - mmaction - INFO - Epoch [45][1020/1879] lr: 9.289e-02, eta: 4 days, 2:53:18, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6184, loss_cls: 2.8947, loss: 2.8947, grad_norm: 2.0353 2021-07-08 13:02:43,221 - mmaction - INFO - Epoch [45][1040/1879] lr: 9.289e-02, eta: 4 days, 2:52:56, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6027, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.0551 2021-07-08 13:03:00,397 - mmaction - INFO - Epoch [45][1060/1879] lr: 9.289e-02, eta: 4 days, 2:52:34, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6281, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.0336 2021-07-08 13:03:17,473 - mmaction - INFO - Epoch [45][1080/1879] lr: 9.289e-02, eta: 4 days, 2:52:12, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6152, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.0601 2021-07-08 13:03:34,592 - mmaction - INFO - Epoch [45][1100/1879] lr: 9.289e-02, eta: 4 days, 2:51:51, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6273, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.0670 2021-07-08 13:03:51,658 - mmaction - INFO - Epoch [45][1120/1879] lr: 9.289e-02, eta: 4 days, 2:51:29, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6148, loss_cls: 2.8977, loss: 2.8977, grad_norm: 2.0955 2021-07-08 13:04:08,792 - mmaction - INFO - Epoch [45][1140/1879] lr: 9.289e-02, eta: 4 days, 2:51:07, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6395, loss_cls: 2.8126, loss: 2.8126, grad_norm: 2.1236 2021-07-08 13:04:25,886 - mmaction - INFO - Epoch [45][1160/1879] lr: 9.289e-02, eta: 4 days, 2:50:45, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6246, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.0540 2021-07-08 13:04:42,993 - mmaction - INFO - Epoch [45][1180/1879] lr: 9.289e-02, eta: 4 days, 2:50:24, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6090, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.0877 2021-07-08 13:05:00,069 - mmaction - INFO - Epoch [45][1200/1879] lr: 9.289e-02, eta: 4 days, 2:50:02, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6195, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.0494 2021-07-08 13:05:17,192 - mmaction - INFO - Epoch [45][1220/1879] lr: 9.289e-02, eta: 4 days, 2:49:40, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6191, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.0726 2021-07-08 13:05:34,218 - mmaction - INFO - Epoch [45][1240/1879] lr: 9.289e-02, eta: 4 days, 2:49:18, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6113, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.0975 2021-07-08 13:05:51,312 - mmaction - INFO - Epoch [45][1260/1879] lr: 9.289e-02, eta: 4 days, 2:48:56, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6152, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.0541 2021-07-08 13:06:08,401 - mmaction - INFO - Epoch [45][1280/1879] lr: 9.289e-02, eta: 4 days, 2:48:34, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6379, loss_cls: 2.8472, loss: 2.8472, grad_norm: 2.0493 2021-07-08 13:06:25,450 - mmaction - INFO - Epoch [45][1300/1879] lr: 9.289e-02, eta: 4 days, 2:48:12, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6207, loss_cls: 2.8830, loss: 2.8830, grad_norm: 2.0795 2021-07-08 13:06:42,471 - mmaction - INFO - Epoch [45][1320/1879] lr: 9.289e-02, eta: 4 days, 2:47:50, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6133, loss_cls: 2.9009, loss: 2.9009, grad_norm: 2.1004 2021-07-08 13:06:59,507 - mmaction - INFO - Epoch [45][1340/1879] lr: 9.289e-02, eta: 4 days, 2:47:28, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6043, loss_cls: 2.9506, loss: 2.9506, grad_norm: 2.0691 2021-07-08 13:07:16,549 - mmaction - INFO - Epoch [45][1360/1879] lr: 9.289e-02, eta: 4 days, 2:47:06, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6207, loss_cls: 2.8954, loss: 2.8954, grad_norm: 2.0174 2021-07-08 13:07:33,615 - mmaction - INFO - Epoch [45][1380/1879] lr: 9.289e-02, eta: 4 days, 2:46:44, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6090, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.0688 2021-07-08 13:07:50,991 - mmaction - INFO - Epoch [45][1400/1879] lr: 9.289e-02, eta: 4 days, 2:46:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8533, loss: 2.8533, grad_norm: 2.0424 2021-07-08 13:08:08,052 - mmaction - INFO - Epoch [45][1420/1879] lr: 9.289e-02, eta: 4 days, 2:46:01, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6168, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.0963 2021-07-08 13:08:25,083 - mmaction - INFO - Epoch [45][1440/1879] lr: 9.289e-02, eta: 4 days, 2:45:39, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6152, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.0120 2021-07-08 13:08:42,056 - mmaction - INFO - Epoch [45][1460/1879] lr: 9.289e-02, eta: 4 days, 2:45:17, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.0342 2021-07-08 13:08:59,188 - mmaction - INFO - Epoch [45][1480/1879] lr: 9.289e-02, eta: 4 days, 2:44:56, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6066, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.9900 2021-07-08 13:09:16,353 - mmaction - INFO - Epoch [45][1500/1879] lr: 9.289e-02, eta: 4 days, 2:44:34, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6219, loss_cls: 2.8237, loss: 2.8237, grad_norm: 1.9753 2021-07-08 13:09:33,579 - mmaction - INFO - Epoch [45][1520/1879] lr: 9.289e-02, eta: 4 days, 2:44:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.0569 2021-07-08 13:09:50,439 - mmaction - INFO - Epoch [45][1540/1879] lr: 9.289e-02, eta: 4 days, 2:43:50, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6031, loss_cls: 2.9015, loss: 2.9015, grad_norm: 2.1098 2021-07-08 13:10:07,622 - mmaction - INFO - Epoch [45][1560/1879] lr: 9.289e-02, eta: 4 days, 2:43:29, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 2.9327, loss: 2.9327, grad_norm: 2.0172 2021-07-08 13:10:24,635 - mmaction - INFO - Epoch [45][1580/1879] lr: 9.289e-02, eta: 4 days, 2:43:06, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6215, loss_cls: 2.8745, loss: 2.8745, grad_norm: 2.0432 2021-07-08 13:10:41,847 - mmaction - INFO - Epoch [45][1600/1879] lr: 9.289e-02, eta: 4 days, 2:42:45, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6199, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.0773 2021-07-08 13:10:59,049 - mmaction - INFO - Epoch [45][1620/1879] lr: 9.289e-02, eta: 4 days, 2:42:24, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.0484 2021-07-08 13:11:16,185 - mmaction - INFO - Epoch [45][1640/1879] lr: 9.289e-02, eta: 4 days, 2:42:02, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6219, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.0907 2021-07-08 13:11:33,476 - mmaction - INFO - Epoch [45][1660/1879] lr: 9.289e-02, eta: 4 days, 2:41:42, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6234, loss_cls: 2.8555, loss: 2.8555, grad_norm: 2.1134 2021-07-08 13:11:50,574 - mmaction - INFO - Epoch [45][1680/1879] lr: 9.289e-02, eta: 4 days, 2:41:20, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6090, loss_cls: 2.9397, loss: 2.9397, grad_norm: 2.1098 2021-07-08 13:12:07,754 - mmaction - INFO - Epoch [45][1700/1879] lr: 9.289e-02, eta: 4 days, 2:40:58, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5977, loss_cls: 2.9485, loss: 2.9485, grad_norm: 2.0674 2021-07-08 13:12:24,957 - mmaction - INFO - Epoch [45][1720/1879] lr: 9.289e-02, eta: 4 days, 2:40:37, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5980, loss_cls: 3.0097, loss: 3.0097, grad_norm: 2.0678 2021-07-08 13:12:42,267 - mmaction - INFO - Epoch [45][1740/1879] lr: 9.289e-02, eta: 4 days, 2:40:16, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6168, loss_cls: 2.8825, loss: 2.8825, grad_norm: 2.0393 2021-07-08 13:12:59,404 - mmaction - INFO - Epoch [45][1760/1879] lr: 9.289e-02, eta: 4 days, 2:39:55, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6184, loss_cls: 2.9142, loss: 2.9142, grad_norm: 2.0795 2021-07-08 13:13:16,441 - mmaction - INFO - Epoch [45][1780/1879] lr: 9.289e-02, eta: 4 days, 2:39:33, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6117, loss_cls: 2.9240, loss: 2.9240, grad_norm: 2.0397 2021-07-08 13:13:33,494 - mmaction - INFO - Epoch [45][1800/1879] lr: 9.289e-02, eta: 4 days, 2:39:11, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5988, loss_cls: 2.9350, loss: 2.9350, grad_norm: 2.0442 2021-07-08 13:13:50,673 - mmaction - INFO - Epoch [45][1820/1879] lr: 9.289e-02, eta: 4 days, 2:38:49, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6246, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.0446 2021-07-08 13:14:07,876 - mmaction - INFO - Epoch [45][1840/1879] lr: 9.289e-02, eta: 4 days, 2:38:28, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.0912 2021-07-08 13:14:25,059 - mmaction - INFO - Epoch [45][1860/1879] lr: 9.289e-02, eta: 4 days, 2:38:07, time: 0.857, data_time: 0.000, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6082, loss_cls: 2.8791, loss: 2.8791, grad_norm: 2.0705 2021-07-08 13:14:43,796 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 13:14:43,800 - mmaction - INFO - 106 BN found 2021-07-08 13:19:15,862 - mmaction - INFO - BN stats updated 2021-07-08 13:21:56,021 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 13:21:56,915 - mmaction - INFO - top1_acc 0.4493 top5_acc 0.7189 2021-07-08 13:21:56,915 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 13:21:56,959 - mmaction - INFO - mean_acc 0.4492 2021-07-08 13:21:57,395 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_45.pth. 2021-07-08 13:21:57,395 - mmaction - INFO - Best top1_acc is 0.4493 at 45 epoch. 2021-07-08 13:21:57,418 - mmaction - INFO - Epoch(val) [45][155] top1_acc: 0.4493, top5_acc: 0.7189, mean_class_accuracy: 0.4492 2021-07-08 13:23:33,186 - mmaction - INFO - Epoch [46][20/1879] lr: 9.257e-02, eta: 4 days, 2:42:17, time: 4.788, data_time: 3.935, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6379, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.0448 2021-07-08 13:23:49,751 - mmaction - INFO - Epoch [46][40/1879] lr: 9.257e-02, eta: 4 days, 2:41:53, time: 0.825, data_time: 0.007, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6074, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.1292 2021-07-08 13:24:06,325 - mmaction - INFO - Epoch [46][60/1879] lr: 9.257e-02, eta: 4 days, 2:41:28, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6246, loss_cls: 2.8549, loss: 2.8549, grad_norm: 2.0300 2021-07-08 13:24:22,920 - mmaction - INFO - Epoch [46][80/1879] lr: 9.257e-02, eta: 4 days, 2:41:04, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6211, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.0738 2021-07-08 13:24:39,585 - mmaction - INFO - Epoch [46][100/1879] lr: 9.257e-02, eta: 4 days, 2:40:41, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.0635 2021-07-08 13:24:56,283 - mmaction - INFO - Epoch [46][120/1879] lr: 9.257e-02, eta: 4 days, 2:40:17, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6105, loss_cls: 2.9429, loss: 2.9429, grad_norm: 2.0864 2021-07-08 13:25:13,131 - mmaction - INFO - Epoch [46][140/1879] lr: 9.257e-02, eta: 4 days, 2:39:54, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.0935 2021-07-08 13:25:30,173 - mmaction - INFO - Epoch [46][160/1879] lr: 9.257e-02, eta: 4 days, 2:39:32, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6184, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.0649 2021-07-08 13:25:47,040 - mmaction - INFO - Epoch [46][180/1879] lr: 9.257e-02, eta: 4 days, 2:39:09, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6223, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.1073 2021-07-08 13:26:04,045 - mmaction - INFO - Epoch [46][200/1879] lr: 9.257e-02, eta: 4 days, 2:38:47, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6242, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.0476 2021-07-08 13:26:21,020 - mmaction - INFO - Epoch [46][220/1879] lr: 9.257e-02, eta: 4 days, 2:38:24, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6277, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.0608 2021-07-08 13:26:38,069 - mmaction - INFO - Epoch [46][240/1879] lr: 9.257e-02, eta: 4 days, 2:38:02, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6070, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.1169 2021-07-08 13:26:55,144 - mmaction - INFO - Epoch [46][260/1879] lr: 9.257e-02, eta: 4 days, 2:37:40, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6117, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.0701 2021-07-08 13:27:12,282 - mmaction - INFO - Epoch [46][280/1879] lr: 9.257e-02, eta: 4 days, 2:37:19, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6297, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.0425 2021-07-08 13:27:29,454 - mmaction - INFO - Epoch [46][300/1879] lr: 9.257e-02, eta: 4 days, 2:36:57, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6223, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.1051 2021-07-08 13:27:46,353 - mmaction - INFO - Epoch [46][320/1879] lr: 9.257e-02, eta: 4 days, 2:36:35, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8204, loss: 2.8204, grad_norm: 2.0269 2021-07-08 13:28:03,493 - mmaction - INFO - Epoch [46][340/1879] lr: 9.257e-02, eta: 4 days, 2:36:13, time: 0.855, data_time: 0.009, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6465, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.0723 2021-07-08 13:28:20,499 - mmaction - INFO - Epoch [46][360/1879] lr: 9.257e-02, eta: 4 days, 2:35:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6230, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.0699 2021-07-08 13:28:37,449 - mmaction - INFO - Epoch [46][380/1879] lr: 9.257e-02, eta: 4 days, 2:35:28, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6281, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.1244 2021-07-08 13:28:54,498 - mmaction - INFO - Epoch [46][400/1879] lr: 9.257e-02, eta: 4 days, 2:35:07, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5969, loss_cls: 2.9999, loss: 2.9999, grad_norm: 2.1297 2021-07-08 13:29:11,658 - mmaction - INFO - Epoch [46][420/1879] lr: 9.257e-02, eta: 4 days, 2:34:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6320, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.0876 2021-07-08 13:29:28,710 - mmaction - INFO - Epoch [46][440/1879] lr: 9.257e-02, eta: 4 days, 2:34:23, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6152, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.0808 2021-07-08 13:29:45,721 - mmaction - INFO - Epoch [46][460/1879] lr: 9.257e-02, eta: 4 days, 2:34:01, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6113, loss_cls: 2.9464, loss: 2.9464, grad_norm: 2.0627 2021-07-08 13:30:02,679 - mmaction - INFO - Epoch [46][480/1879] lr: 9.257e-02, eta: 4 days, 2:33:38, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6184, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.0365 2021-07-08 13:30:19,766 - mmaction - INFO - Epoch [46][500/1879] lr: 9.257e-02, eta: 4 days, 2:33:17, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6098, loss_cls: 2.8803, loss: 2.8803, grad_norm: 2.0986 2021-07-08 13:30:36,879 - mmaction - INFO - Epoch [46][520/1879] lr: 9.257e-02, eta: 4 days, 2:32:55, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6207, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.0746 2021-07-08 13:30:54,113 - mmaction - INFO - Epoch [46][540/1879] lr: 9.257e-02, eta: 4 days, 2:32:34, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.8814, loss: 2.8814, grad_norm: 2.0841 2021-07-08 13:31:11,147 - mmaction - INFO - Epoch [46][560/1879] lr: 9.257e-02, eta: 4 days, 2:32:12, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6305, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.1272 2021-07-08 13:31:28,372 - mmaction - INFO - Epoch [46][580/1879] lr: 9.257e-02, eta: 4 days, 2:31:51, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6172, loss_cls: 2.8278, loss: 2.8278, grad_norm: 2.0954 2021-07-08 13:31:45,490 - mmaction - INFO - Epoch [46][600/1879] lr: 9.257e-02, eta: 4 days, 2:31:29, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6164, loss_cls: 2.8583, loss: 2.8583, grad_norm: 2.0864 2021-07-08 13:32:02,630 - mmaction - INFO - Epoch [46][620/1879] lr: 9.257e-02, eta: 4 days, 2:31:07, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.0892 2021-07-08 13:32:19,667 - mmaction - INFO - Epoch [46][640/1879] lr: 9.257e-02, eta: 4 days, 2:30:46, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6160, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.0779 2021-07-08 13:32:36,915 - mmaction - INFO - Epoch [46][660/1879] lr: 9.257e-02, eta: 4 days, 2:30:24, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6242, loss_cls: 2.8852, loss: 2.8852, grad_norm: 2.0890 2021-07-08 13:32:54,072 - mmaction - INFO - Epoch [46][680/1879] lr: 9.257e-02, eta: 4 days, 2:30:03, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6164, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.1240 2021-07-08 13:33:11,268 - mmaction - INFO - Epoch [46][700/1879] lr: 9.257e-02, eta: 4 days, 2:29:42, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6254, loss_cls: 2.8491, loss: 2.8491, grad_norm: 2.0966 2021-07-08 13:33:28,394 - mmaction - INFO - Epoch [46][720/1879] lr: 9.257e-02, eta: 4 days, 2:29:20, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6098, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.0871 2021-07-08 13:33:45,506 - mmaction - INFO - Epoch [46][740/1879] lr: 9.257e-02, eta: 4 days, 2:28:58, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6227, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.0794 2021-07-08 13:34:02,751 - mmaction - INFO - Epoch [46][760/1879] lr: 9.257e-02, eta: 4 days, 2:28:37, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.9366, loss: 2.9366, grad_norm: 2.0795 2021-07-08 13:34:19,863 - mmaction - INFO - Epoch [46][780/1879] lr: 9.257e-02, eta: 4 days, 2:28:16, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6258, loss_cls: 2.8889, loss: 2.8889, grad_norm: 2.0656 2021-07-08 13:34:36,873 - mmaction - INFO - Epoch [46][800/1879] lr: 9.257e-02, eta: 4 days, 2:27:54, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6223, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.0675 2021-07-08 13:34:54,145 - mmaction - INFO - Epoch [46][820/1879] lr: 9.257e-02, eta: 4 days, 2:27:32, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6102, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.0444 2021-07-08 13:35:11,418 - mmaction - INFO - Epoch [46][840/1879] lr: 9.257e-02, eta: 4 days, 2:27:12, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6320, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.0942 2021-07-08 13:35:28,653 - mmaction - INFO - Epoch [46][860/1879] lr: 9.257e-02, eta: 4 days, 2:26:51, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6191, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.0424 2021-07-08 13:35:45,683 - mmaction - INFO - Epoch [46][880/1879] lr: 9.257e-02, eta: 4 days, 2:26:29, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.0941 2021-07-08 13:36:02,818 - mmaction - INFO - Epoch [46][900/1879] lr: 9.257e-02, eta: 4 days, 2:26:07, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6152, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.0490 2021-07-08 13:36:19,978 - mmaction - INFO - Epoch [46][920/1879] lr: 9.257e-02, eta: 4 days, 2:25:46, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6191, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.0402 2021-07-08 13:36:37,093 - mmaction - INFO - Epoch [46][940/1879] lr: 9.257e-02, eta: 4 days, 2:25:24, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5973, loss_cls: 2.9700, loss: 2.9700, grad_norm: 2.1019 2021-07-08 13:36:54,214 - mmaction - INFO - Epoch [46][960/1879] lr: 9.257e-02, eta: 4 days, 2:25:03, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6160, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.0157 2021-07-08 13:37:11,329 - mmaction - INFO - Epoch [46][980/1879] lr: 9.257e-02, eta: 4 days, 2:24:41, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6016, loss_cls: 2.8792, loss: 2.8792, grad_norm: 2.0569 2021-07-08 13:37:28,547 - mmaction - INFO - Epoch [46][1000/1879] lr: 9.257e-02, eta: 4 days, 2:24:20, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6129, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.0434 2021-07-08 13:37:45,597 - mmaction - INFO - Epoch [46][1020/1879] lr: 9.257e-02, eta: 4 days, 2:23:58, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6117, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.0475 2021-07-08 13:38:02,956 - mmaction - INFO - Epoch [46][1040/1879] lr: 9.257e-02, eta: 4 days, 2:23:37, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.8854, loss: 2.8854, grad_norm: 2.0696 2021-07-08 13:38:20,134 - mmaction - INFO - Epoch [46][1060/1879] lr: 9.257e-02, eta: 4 days, 2:23:16, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6117, loss_cls: 2.8651, loss: 2.8651, grad_norm: 2.0584 2021-07-08 13:38:37,418 - mmaction - INFO - Epoch [46][1080/1879] lr: 9.257e-02, eta: 4 days, 2:22:55, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.1239 2021-07-08 13:38:54,629 - mmaction - INFO - Epoch [46][1100/1879] lr: 9.257e-02, eta: 4 days, 2:22:34, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.0925 2021-07-08 13:39:11,825 - mmaction - INFO - Epoch [46][1120/1879] lr: 9.257e-02, eta: 4 days, 2:22:13, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6027, loss_cls: 2.9341, loss: 2.9341, grad_norm: 2.0862 2021-07-08 13:39:28,951 - mmaction - INFO - Epoch [46][1140/1879] lr: 9.257e-02, eta: 4 days, 2:21:51, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.8009, loss: 2.8009, grad_norm: 1.9876 2021-07-08 13:39:46,213 - mmaction - INFO - Epoch [46][1160/1879] lr: 9.257e-02, eta: 4 days, 2:21:30, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6184, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.1437 2021-07-08 13:40:03,387 - mmaction - INFO - Epoch [46][1180/1879] lr: 9.257e-02, eta: 4 days, 2:21:09, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6090, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.0926 2021-07-08 13:40:20,382 - mmaction - INFO - Epoch [46][1200/1879] lr: 9.257e-02, eta: 4 days, 2:20:47, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6188, loss_cls: 2.8868, loss: 2.8868, grad_norm: 2.0948 2021-07-08 13:40:37,679 - mmaction - INFO - Epoch [46][1220/1879] lr: 9.257e-02, eta: 4 days, 2:20:26, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6105, loss_cls: 2.9512, loss: 2.9512, grad_norm: 2.0963 2021-07-08 13:40:54,772 - mmaction - INFO - Epoch [46][1240/1879] lr: 9.257e-02, eta: 4 days, 2:20:04, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6176, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.0442 2021-07-08 13:41:11,975 - mmaction - INFO - Epoch [46][1260/1879] lr: 9.257e-02, eta: 4 days, 2:19:43, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6340, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.0200 2021-07-08 13:41:29,015 - mmaction - INFO - Epoch [46][1280/1879] lr: 9.257e-02, eta: 4 days, 2:19:21, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6176, loss_cls: 2.8763, loss: 2.8763, grad_norm: 2.0781 2021-07-08 13:41:46,202 - mmaction - INFO - Epoch [46][1300/1879] lr: 9.257e-02, eta: 4 days, 2:19:00, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6113, loss_cls: 2.9404, loss: 2.9404, grad_norm: 2.0637 2021-07-08 13:42:03,417 - mmaction - INFO - Epoch [46][1320/1879] lr: 9.257e-02, eta: 4 days, 2:18:39, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6188, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.1028 2021-07-08 13:42:20,522 - mmaction - INFO - Epoch [46][1340/1879] lr: 9.257e-02, eta: 4 days, 2:18:17, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6051, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.0762 2021-07-08 13:42:37,679 - mmaction - INFO - Epoch [46][1360/1879] lr: 9.257e-02, eta: 4 days, 2:17:56, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6340, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.0670 2021-07-08 13:42:54,636 - mmaction - INFO - Epoch [46][1380/1879] lr: 9.257e-02, eta: 4 days, 2:17:33, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6176, loss_cls: 2.8847, loss: 2.8847, grad_norm: 2.0546 2021-07-08 13:43:11,991 - mmaction - INFO - Epoch [46][1400/1879] lr: 9.257e-02, eta: 4 days, 2:17:13, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6160, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.0885 2021-07-08 13:43:29,118 - mmaction - INFO - Epoch [46][1420/1879] lr: 9.257e-02, eta: 4 days, 2:16:51, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.0865 2021-07-08 13:43:46,439 - mmaction - INFO - Epoch [46][1440/1879] lr: 9.257e-02, eta: 4 days, 2:16:31, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6066, loss_cls: 2.9307, loss: 2.9307, grad_norm: 2.0534 2021-07-08 13:44:03,469 - mmaction - INFO - Epoch [46][1460/1879] lr: 9.257e-02, eta: 4 days, 2:16:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6066, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.0561 2021-07-08 13:44:20,609 - mmaction - INFO - Epoch [46][1480/1879] lr: 9.257e-02, eta: 4 days, 2:15:48, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6117, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.0774 2021-07-08 13:44:37,875 - mmaction - INFO - Epoch [46][1500/1879] lr: 9.257e-02, eta: 4 days, 2:15:27, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6207, loss_cls: 2.8443, loss: 2.8443, grad_norm: 2.0696 2021-07-08 13:44:54,907 - mmaction - INFO - Epoch [46][1520/1879] lr: 9.257e-02, eta: 4 days, 2:15:05, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.0593 2021-07-08 13:45:12,047 - mmaction - INFO - Epoch [46][1540/1879] lr: 9.257e-02, eta: 4 days, 2:14:43, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6105, loss_cls: 2.9055, loss: 2.9055, grad_norm: 2.0501 2021-07-08 13:45:29,272 - mmaction - INFO - Epoch [46][1560/1879] lr: 9.257e-02, eta: 4 days, 2:14:22, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6254, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.0907 2021-07-08 13:45:46,402 - mmaction - INFO - Epoch [46][1580/1879] lr: 9.257e-02, eta: 4 days, 2:14:01, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6191, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.0949 2021-07-08 13:46:03,499 - mmaction - INFO - Epoch [46][1600/1879] lr: 9.257e-02, eta: 4 days, 2:13:39, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6176, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.0413 2021-07-08 13:46:20,676 - mmaction - INFO - Epoch [46][1620/1879] lr: 9.257e-02, eta: 4 days, 2:13:18, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6098, loss_cls: 2.9422, loss: 2.9422, grad_norm: 2.0164 2021-07-08 13:46:37,785 - mmaction - INFO - Epoch [46][1640/1879] lr: 9.257e-02, eta: 4 days, 2:12:56, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6203, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.0411 2021-07-08 13:46:54,919 - mmaction - INFO - Epoch [46][1660/1879] lr: 9.257e-02, eta: 4 days, 2:12:35, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6254, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.0333 2021-07-08 13:47:12,000 - mmaction - INFO - Epoch [46][1680/1879] lr: 9.257e-02, eta: 4 days, 2:12:13, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6160, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.0416 2021-07-08 13:47:29,260 - mmaction - INFO - Epoch [46][1700/1879] lr: 9.257e-02, eta: 4 days, 2:11:52, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9442, loss: 2.9442, grad_norm: 2.1080 2021-07-08 13:47:46,334 - mmaction - INFO - Epoch [46][1720/1879] lr: 9.257e-02, eta: 4 days, 2:11:30, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6141, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.1055 2021-07-08 13:48:03,553 - mmaction - INFO - Epoch [46][1740/1879] lr: 9.257e-02, eta: 4 days, 2:11:09, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6133, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.1138 2021-07-08 13:48:20,770 - mmaction - INFO - Epoch [46][1760/1879] lr: 9.257e-02, eta: 4 days, 2:10:48, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6266, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.0637 2021-07-08 13:48:37,781 - mmaction - INFO - Epoch [46][1780/1879] lr: 9.257e-02, eta: 4 days, 2:10:26, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.0908 2021-07-08 13:48:54,968 - mmaction - INFO - Epoch [46][1800/1879] lr: 9.257e-02, eta: 4 days, 2:10:05, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6004, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.0540 2021-07-08 13:49:12,016 - mmaction - INFO - Epoch [46][1820/1879] lr: 9.257e-02, eta: 4 days, 2:09:43, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6172, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.0907 2021-07-08 13:49:29,228 - mmaction - INFO - Epoch [46][1840/1879] lr: 9.257e-02, eta: 4 days, 2:09:22, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6262, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.0547 2021-07-08 13:49:46,217 - mmaction - INFO - Epoch [46][1860/1879] lr: 9.257e-02, eta: 4 days, 2:09:00, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6148, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.1050 2021-07-08 13:50:05,443 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 13:50:05,447 - mmaction - INFO - 106 BN found 2021-07-08 13:54:42,031 - mmaction - INFO - BN stats updated 2021-07-08 13:56:28,401 - mmaction - INFO - Epoch [47][20/1879] lr: 9.224e-02, eta: 4 days, 2:13:42, time: 5.216, data_time: 4.375, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6445, loss_cls: 2.7391, loss: 2.7391, grad_norm: 2.0788 2021-07-08 13:56:45,213 - mmaction - INFO - Epoch [47][40/1879] lr: 9.224e-02, eta: 4 days, 2:13:18, time: 0.838, data_time: 0.006, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.0805 2021-07-08 13:57:01,727 - mmaction - INFO - Epoch [47][60/1879] lr: 9.224e-02, eta: 4 days, 2:12:54, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6301, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.1138 2021-07-08 13:57:18,380 - mmaction - INFO - Epoch [47][80/1879] lr: 9.224e-02, eta: 4 days, 2:12:31, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6145, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.1143 2021-07-08 13:57:35,054 - mmaction - INFO - Epoch [47][100/1879] lr: 9.224e-02, eta: 4 days, 2:12:07, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6371, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.0411 2021-07-08 13:57:51,745 - mmaction - INFO - Epoch [47][120/1879] lr: 9.224e-02, eta: 4 days, 2:11:43, time: 0.835, data_time: 0.006, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6039, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.0529 2021-07-08 13:58:08,438 - mmaction - INFO - Epoch [47][140/1879] lr: 9.224e-02, eta: 4 days, 2:11:20, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6141, loss_cls: 2.9018, loss: 2.9018, grad_norm: 2.0609 2021-07-08 13:58:25,390 - mmaction - INFO - Epoch [47][160/1879] lr: 9.224e-02, eta: 4 days, 2:10:57, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6184, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.0699 2021-07-08 13:58:42,390 - mmaction - INFO - Epoch [47][180/1879] lr: 9.224e-02, eta: 4 days, 2:10:35, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6332, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.0994 2021-07-08 13:58:59,578 - mmaction - INFO - Epoch [47][200/1879] lr: 9.224e-02, eta: 4 days, 2:10:14, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6055, loss_cls: 2.8891, loss: 2.8891, grad_norm: 2.1046 2021-07-08 13:59:16,484 - mmaction - INFO - Epoch [47][220/1879] lr: 9.224e-02, eta: 4 days, 2:09:52, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6164, loss_cls: 2.9297, loss: 2.9297, grad_norm: 2.0915 2021-07-08 13:59:33,617 - mmaction - INFO - Epoch [47][240/1879] lr: 9.224e-02, eta: 4 days, 2:09:30, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6258, loss_cls: 2.7828, loss: 2.7828, grad_norm: 2.0688 2021-07-08 13:59:50,839 - mmaction - INFO - Epoch [47][260/1879] lr: 9.224e-02, eta: 4 days, 2:09:09, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6074, loss_cls: 2.9117, loss: 2.9117, grad_norm: 2.0719 2021-07-08 14:00:08,039 - mmaction - INFO - Epoch [47][280/1879] lr: 9.224e-02, eta: 4 days, 2:08:48, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8735, loss: 2.8735, grad_norm: 2.1127 2021-07-08 14:00:25,092 - mmaction - INFO - Epoch [47][300/1879] lr: 9.224e-02, eta: 4 days, 2:08:26, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6043, loss_cls: 2.9093, loss: 2.9093, grad_norm: 2.0881 2021-07-08 14:00:42,247 - mmaction - INFO - Epoch [47][320/1879] lr: 9.224e-02, eta: 4 days, 2:08:05, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6297, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.0822 2021-07-08 14:00:59,072 - mmaction - INFO - Epoch [47][340/1879] lr: 9.224e-02, eta: 4 days, 2:07:42, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6145, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.0954 2021-07-08 14:01:16,348 - mmaction - INFO - Epoch [47][360/1879] lr: 9.224e-02, eta: 4 days, 2:07:21, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6094, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.1034 2021-07-08 14:01:33,337 - mmaction - INFO - Epoch [47][380/1879] lr: 9.224e-02, eta: 4 days, 2:06:59, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6102, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.0438 2021-07-08 14:01:50,556 - mmaction - INFO - Epoch [47][400/1879] lr: 9.224e-02, eta: 4 days, 2:06:38, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6176, loss_cls: 2.8962, loss: 2.8962, grad_norm: 2.0501 2021-07-08 14:02:07,627 - mmaction - INFO - Epoch [47][420/1879] lr: 9.224e-02, eta: 4 days, 2:06:16, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6230, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.0697 2021-07-08 14:02:24,707 - mmaction - INFO - Epoch [47][440/1879] lr: 9.224e-02, eta: 4 days, 2:05:54, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6113, loss_cls: 2.9378, loss: 2.9378, grad_norm: 2.1450 2021-07-08 14:02:41,852 - mmaction - INFO - Epoch [47][460/1879] lr: 9.224e-02, eta: 4 days, 2:05:33, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6465, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.0280 2021-07-08 14:02:58,988 - mmaction - INFO - Epoch [47][480/1879] lr: 9.224e-02, eta: 4 days, 2:05:11, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6301, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.1253 2021-07-08 14:03:16,166 - mmaction - INFO - Epoch [47][500/1879] lr: 9.224e-02, eta: 4 days, 2:04:50, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 2.9414, loss: 2.9414, grad_norm: 2.0802 2021-07-08 14:03:33,111 - mmaction - INFO - Epoch [47][520/1879] lr: 9.224e-02, eta: 4 days, 2:04:27, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9482, loss: 2.9482, grad_norm: 2.0669 2021-07-08 14:03:50,003 - mmaction - INFO - Epoch [47][540/1879] lr: 9.224e-02, eta: 4 days, 2:04:05, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6254, loss_cls: 2.8314, loss: 2.8314, grad_norm: 2.0696 2021-07-08 14:04:07,196 - mmaction - INFO - Epoch [47][560/1879] lr: 9.224e-02, eta: 4 days, 2:03:44, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6094, loss_cls: 2.9319, loss: 2.9319, grad_norm: 2.1026 2021-07-08 14:04:24,422 - mmaction - INFO - Epoch [47][580/1879] lr: 9.224e-02, eta: 4 days, 2:03:23, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6363, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.0716 2021-07-08 14:04:41,561 - mmaction - INFO - Epoch [47][600/1879] lr: 9.224e-02, eta: 4 days, 2:03:01, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6332, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.0889 2021-07-08 14:04:58,685 - mmaction - INFO - Epoch [47][620/1879] lr: 9.224e-02, eta: 4 days, 2:02:40, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6219, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.0640 2021-07-08 14:05:15,801 - mmaction - INFO - Epoch [47][640/1879] lr: 9.224e-02, eta: 4 days, 2:02:18, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6277, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.0753 2021-07-08 14:05:32,898 - mmaction - INFO - Epoch [47][660/1879] lr: 9.224e-02, eta: 4 days, 2:01:56, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6375, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.0778 2021-07-08 14:05:49,748 - mmaction - INFO - Epoch [47][680/1879] lr: 9.224e-02, eta: 4 days, 2:01:34, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.1102 2021-07-08 14:06:06,953 - mmaction - INFO - Epoch [47][700/1879] lr: 9.224e-02, eta: 4 days, 2:01:13, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6188, loss_cls: 2.9184, loss: 2.9184, grad_norm: 2.1362 2021-07-08 14:06:24,147 - mmaction - INFO - Epoch [47][720/1879] lr: 9.224e-02, eta: 4 days, 2:00:52, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6145, loss_cls: 2.9006, loss: 2.9006, grad_norm: 2.0960 2021-07-08 14:06:41,264 - mmaction - INFO - Epoch [47][740/1879] lr: 9.224e-02, eta: 4 days, 2:00:30, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6102, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.1076 2021-07-08 14:06:58,471 - mmaction - INFO - Epoch [47][760/1879] lr: 9.224e-02, eta: 4 days, 2:00:09, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6094, loss_cls: 2.9152, loss: 2.9152, grad_norm: 2.0694 2021-07-08 14:07:15,538 - mmaction - INFO - Epoch [47][780/1879] lr: 9.224e-02, eta: 4 days, 1:59:47, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6258, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.1184 2021-07-08 14:07:32,660 - mmaction - INFO - Epoch [47][800/1879] lr: 9.224e-02, eta: 4 days, 1:59:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6262, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.0800 2021-07-08 14:07:49,892 - mmaction - INFO - Epoch [47][820/1879] lr: 9.224e-02, eta: 4 days, 1:59:04, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6223, loss_cls: 2.8809, loss: 2.8809, grad_norm: 2.0670 2021-07-08 14:08:06,899 - mmaction - INFO - Epoch [47][840/1879] lr: 9.224e-02, eta: 4 days, 1:58:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6039, loss_cls: 2.9768, loss: 2.9768, grad_norm: 2.0474 2021-07-08 14:08:23,882 - mmaction - INFO - Epoch [47][860/1879] lr: 9.224e-02, eta: 4 days, 1:58:20, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6039, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.0949 2021-07-08 14:08:41,088 - mmaction - INFO - Epoch [47][880/1879] lr: 9.224e-02, eta: 4 days, 1:57:59, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6352, loss_cls: 2.8183, loss: 2.8183, grad_norm: 2.0840 2021-07-08 14:08:58,371 - mmaction - INFO - Epoch [47][900/1879] lr: 9.224e-02, eta: 4 days, 1:57:38, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9258, loss: 2.9258, grad_norm: 2.0532 2021-07-08 14:09:15,371 - mmaction - INFO - Epoch [47][920/1879] lr: 9.224e-02, eta: 4 days, 1:57:17, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5969, loss_cls: 2.9048, loss: 2.9048, grad_norm: 2.0214 2021-07-08 14:09:32,454 - mmaction - INFO - Epoch [47][940/1879] lr: 9.224e-02, eta: 4 days, 1:56:55, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6289, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.0679 2021-07-08 14:09:49,513 - mmaction - INFO - Epoch [47][960/1879] lr: 9.224e-02, eta: 4 days, 1:56:33, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6219, loss_cls: 2.8756, loss: 2.8756, grad_norm: 2.0465 2021-07-08 14:10:06,505 - mmaction - INFO - Epoch [47][980/1879] lr: 9.224e-02, eta: 4 days, 1:56:11, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6121, loss_cls: 2.9173, loss: 2.9173, grad_norm: 2.0750 2021-07-08 14:10:23,494 - mmaction - INFO - Epoch [47][1000/1879] lr: 9.224e-02, eta: 4 days, 1:55:49, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6035, loss_cls: 2.9827, loss: 2.9827, grad_norm: 2.0500 2021-07-08 14:10:40,563 - mmaction - INFO - Epoch [47][1020/1879] lr: 9.224e-02, eta: 4 days, 1:55:27, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5918, loss_cls: 2.9630, loss: 2.9630, grad_norm: 2.0825 2021-07-08 14:10:57,801 - mmaction - INFO - Epoch [47][1040/1879] lr: 9.224e-02, eta: 4 days, 1:55:06, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.0949 2021-07-08 14:11:15,053 - mmaction - INFO - Epoch [47][1060/1879] lr: 9.224e-02, eta: 4 days, 1:54:45, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6121, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.1066 2021-07-08 14:11:32,321 - mmaction - INFO - Epoch [47][1080/1879] lr: 9.224e-02, eta: 4 days, 1:54:25, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6297, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.0150 2021-07-08 14:11:49,548 - mmaction - INFO - Epoch [47][1100/1879] lr: 9.224e-02, eta: 4 days, 1:54:04, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6262, loss_cls: 2.8075, loss: 2.8075, grad_norm: 2.0793 2021-07-08 14:12:06,676 - mmaction - INFO - Epoch [47][1120/1879] lr: 9.224e-02, eta: 4 days, 1:53:42, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6129, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.0679 2021-07-08 14:12:23,842 - mmaction - INFO - Epoch [47][1140/1879] lr: 9.224e-02, eta: 4 days, 1:53:21, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6219, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.1006 2021-07-08 14:12:40,840 - mmaction - INFO - Epoch [47][1160/1879] lr: 9.224e-02, eta: 4 days, 1:52:59, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6258, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.0462 2021-07-08 14:12:57,929 - mmaction - INFO - Epoch [47][1180/1879] lr: 9.224e-02, eta: 4 days, 1:52:37, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.0693 2021-07-08 14:13:15,030 - mmaction - INFO - Epoch [47][1200/1879] lr: 9.224e-02, eta: 4 days, 1:52:15, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6332, loss_cls: 2.8258, loss: 2.8258, grad_norm: 2.0365 2021-07-08 14:13:32,139 - mmaction - INFO - Epoch [47][1220/1879] lr: 9.224e-02, eta: 4 days, 1:51:54, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8834, loss: 2.8834, grad_norm: 2.0960 2021-07-08 14:13:49,244 - mmaction - INFO - Epoch [47][1240/1879] lr: 9.224e-02, eta: 4 days, 1:51:33, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6105, loss_cls: 2.8843, loss: 2.8843, grad_norm: 2.0698 2021-07-08 14:14:06,411 - mmaction - INFO - Epoch [47][1260/1879] lr: 9.224e-02, eta: 4 days, 1:51:11, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6309, loss_cls: 2.8490, loss: 2.8490, grad_norm: 2.1518 2021-07-08 14:14:23,312 - mmaction - INFO - Epoch [47][1280/1879] lr: 9.224e-02, eta: 4 days, 1:50:49, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6137, loss_cls: 2.9262, loss: 2.9262, grad_norm: 2.0527 2021-07-08 14:14:40,419 - mmaction - INFO - Epoch [47][1300/1879] lr: 9.224e-02, eta: 4 days, 1:50:27, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6125, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.0325 2021-07-08 14:14:57,561 - mmaction - INFO - Epoch [47][1320/1879] lr: 9.224e-02, eta: 4 days, 1:50:06, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6191, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.0123 2021-07-08 14:15:14,521 - mmaction - INFO - Epoch [47][1340/1879] lr: 9.224e-02, eta: 4 days, 1:49:44, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5992, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.0775 2021-07-08 14:15:31,708 - mmaction - INFO - Epoch [47][1360/1879] lr: 9.224e-02, eta: 4 days, 1:49:23, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6391, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.0567 2021-07-08 14:15:48,812 - mmaction - INFO - Epoch [47][1380/1879] lr: 9.224e-02, eta: 4 days, 1:49:01, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6258, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.1065 2021-07-08 14:16:06,006 - mmaction - INFO - Epoch [47][1400/1879] lr: 9.224e-02, eta: 4 days, 1:48:40, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6172, loss_cls: 2.8534, loss: 2.8534, grad_norm: 2.0721 2021-07-08 14:16:23,062 - mmaction - INFO - Epoch [47][1420/1879] lr: 9.224e-02, eta: 4 days, 1:48:18, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.9134, loss: 2.9134, grad_norm: 2.1601 2021-07-08 14:16:40,116 - mmaction - INFO - Epoch [47][1440/1879] lr: 9.224e-02, eta: 4 days, 1:47:56, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6160, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.0904 2021-07-08 14:16:57,070 - mmaction - INFO - Epoch [47][1460/1879] lr: 9.224e-02, eta: 4 days, 1:47:34, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6105, loss_cls: 2.9399, loss: 2.9399, grad_norm: 2.1004 2021-07-08 14:17:14,246 - mmaction - INFO - Epoch [47][1480/1879] lr: 9.224e-02, eta: 4 days, 1:47:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6367, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.9732 2021-07-08 14:17:31,207 - mmaction - INFO - Epoch [47][1500/1879] lr: 9.224e-02, eta: 4 days, 1:46:51, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6121, loss_cls: 2.9172, loss: 2.9172, grad_norm: 2.0850 2021-07-08 14:17:48,331 - mmaction - INFO - Epoch [47][1520/1879] lr: 9.224e-02, eta: 4 days, 1:46:29, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6297, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.0292 2021-07-08 14:18:05,642 - mmaction - INFO - Epoch [47][1540/1879] lr: 9.224e-02, eta: 4 days, 1:46:09, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6250, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.1080 2021-07-08 14:18:22,852 - mmaction - INFO - Epoch [47][1560/1879] lr: 9.224e-02, eta: 4 days, 1:45:48, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.0898 2021-07-08 14:18:39,877 - mmaction - INFO - Epoch [47][1580/1879] lr: 9.224e-02, eta: 4 days, 1:45:26, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6207, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.1121 2021-07-08 14:18:56,937 - mmaction - INFO - Epoch [47][1600/1879] lr: 9.224e-02, eta: 4 days, 1:45:04, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6145, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.1154 2021-07-08 14:19:13,941 - mmaction - INFO - Epoch [47][1620/1879] lr: 9.224e-02, eta: 4 days, 1:44:42, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6277, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.0715 2021-07-08 14:19:31,173 - mmaction - INFO - Epoch [47][1640/1879] lr: 9.224e-02, eta: 4 days, 1:44:21, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6141, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.0821 2021-07-08 14:19:48,290 - mmaction - INFO - Epoch [47][1660/1879] lr: 9.224e-02, eta: 4 days, 1:44:00, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6172, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.1327 2021-07-08 14:20:05,483 - mmaction - INFO - Epoch [47][1680/1879] lr: 9.224e-02, eta: 4 days, 1:43:39, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6203, loss_cls: 2.8612, loss: 2.8612, grad_norm: 2.0942 2021-07-08 14:20:22,539 - mmaction - INFO - Epoch [47][1700/1879] lr: 9.224e-02, eta: 4 days, 1:43:17, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6207, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.1041 2021-07-08 14:20:39,744 - mmaction - INFO - Epoch [47][1720/1879] lr: 9.224e-02, eta: 4 days, 1:42:56, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6145, loss_cls: 2.8999, loss: 2.8999, grad_norm: 2.0279 2021-07-08 14:20:56,741 - mmaction - INFO - Epoch [47][1740/1879] lr: 9.224e-02, eta: 4 days, 1:42:34, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6000, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.0285 2021-07-08 14:21:13,749 - mmaction - INFO - Epoch [47][1760/1879] lr: 9.224e-02, eta: 4 days, 1:42:12, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6113, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.0597 2021-07-08 14:21:30,864 - mmaction - INFO - Epoch [47][1780/1879] lr: 9.224e-02, eta: 4 days, 1:41:51, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6082, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.0744 2021-07-08 14:21:47,994 - mmaction - INFO - Epoch [47][1800/1879] lr: 9.224e-02, eta: 4 days, 1:41:30, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6203, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.0787 2021-07-08 14:22:05,083 - mmaction - INFO - Epoch [47][1820/1879] lr: 9.224e-02, eta: 4 days, 1:41:08, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.1220 2021-07-08 14:22:22,030 - mmaction - INFO - Epoch [47][1840/1879] lr: 9.224e-02, eta: 4 days, 1:40:46, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6223, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.0460 2021-07-08 14:22:39,246 - mmaction - INFO - Epoch [47][1860/1879] lr: 9.224e-02, eta: 4 days, 1:40:25, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6188, loss_cls: 2.8759, loss: 2.8759, grad_norm: 2.1295 2021-07-08 14:23:05,981 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 14:23:05,989 - mmaction - INFO - 106 BN found 2021-07-08 14:27:42,810 - mmaction - INFO - BN stats updated 2021-07-08 14:29:32,759 - mmaction - INFO - Epoch [48][20/1879] lr: 9.191e-02, eta: 4 days, 1:45:14, time: 5.396, data_time: 4.492, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6156, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.1311 2021-07-08 14:29:49,282 - mmaction - INFO - Epoch [48][40/1879] lr: 9.191e-02, eta: 4 days, 1:44:50, time: 0.823, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6160, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.0511 2021-07-08 14:30:05,868 - mmaction - INFO - Epoch [48][60/1879] lr: 9.191e-02, eta: 4 days, 1:44:26, time: 0.831, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6184, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.0756 2021-07-08 14:30:22,496 - mmaction - INFO - Epoch [48][80/1879] lr: 9.191e-02, eta: 4 days, 1:44:03, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6102, loss_cls: 2.9444, loss: 2.9444, grad_norm: 2.0862 2021-07-08 14:30:39,197 - mmaction - INFO - Epoch [48][100/1879] lr: 9.191e-02, eta: 4 days, 1:43:39, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6109, loss_cls: 2.8771, loss: 2.8771, grad_norm: 2.0229 2021-07-08 14:30:55,786 - mmaction - INFO - Epoch [48][120/1879] lr: 9.191e-02, eta: 4 days, 1:43:15, time: 0.827, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6195, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.1309 2021-07-08 14:31:12,309 - mmaction - INFO - Epoch [48][140/1879] lr: 9.191e-02, eta: 4 days, 1:42:51, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6391, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.0567 2021-07-08 14:31:29,001 - mmaction - INFO - Epoch [48][160/1879] lr: 9.191e-02, eta: 4 days, 1:42:28, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6070, loss_cls: 2.9101, loss: 2.9101, grad_norm: 2.1319 2021-07-08 14:31:45,828 - mmaction - INFO - Epoch [48][180/1879] lr: 9.191e-02, eta: 4 days, 1:42:05, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6340, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.0528 2021-07-08 14:32:02,880 - mmaction - INFO - Epoch [48][200/1879] lr: 9.191e-02, eta: 4 days, 1:41:43, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6238, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.0649 2021-07-08 14:32:19,769 - mmaction - INFO - Epoch [48][220/1879] lr: 9.191e-02, eta: 4 days, 1:41:21, time: 0.844, data_time: 0.000, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6066, loss_cls: 2.9515, loss: 2.9515, grad_norm: 2.1688 2021-07-08 14:32:36,834 - mmaction - INFO - Epoch [48][240/1879] lr: 9.191e-02, eta: 4 days, 1:40:59, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6160, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.1109 2021-07-08 14:32:53,632 - mmaction - INFO - Epoch [48][260/1879] lr: 9.191e-02, eta: 4 days, 1:40:36, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6211, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.0884 2021-07-08 14:33:10,863 - mmaction - INFO - Epoch [48][280/1879] lr: 9.191e-02, eta: 4 days, 1:40:15, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6254, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.1065 2021-07-08 14:33:27,758 - mmaction - INFO - Epoch [48][300/1879] lr: 9.191e-02, eta: 4 days, 1:39:53, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6363, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.0545 2021-07-08 14:33:44,892 - mmaction - INFO - Epoch [48][320/1879] lr: 9.191e-02, eta: 4 days, 1:39:31, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6168, loss_cls: 2.8873, loss: 2.8873, grad_norm: 2.0822 2021-07-08 14:34:01,843 - mmaction - INFO - Epoch [48][340/1879] lr: 9.191e-02, eta: 4 days, 1:39:09, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6297, loss_cls: 2.7812, loss: 2.7812, grad_norm: 2.0363 2021-07-08 14:34:18,972 - mmaction - INFO - Epoch [48][360/1879] lr: 9.191e-02, eta: 4 days, 1:38:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6398, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.0786 2021-07-08 14:34:35,848 - mmaction - INFO - Epoch [48][380/1879] lr: 9.191e-02, eta: 4 days, 1:38:25, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.8923, loss: 2.8923, grad_norm: 2.1054 2021-07-08 14:34:53,238 - mmaction - INFO - Epoch [48][400/1879] lr: 9.191e-02, eta: 4 days, 1:38:05, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6246, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.0944 2021-07-08 14:35:10,377 - mmaction - INFO - Epoch [48][420/1879] lr: 9.191e-02, eta: 4 days, 1:37:44, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6062, loss_cls: 2.9093, loss: 2.9093, grad_norm: 2.1330 2021-07-08 14:35:27,550 - mmaction - INFO - Epoch [48][440/1879] lr: 9.191e-02, eta: 4 days, 1:37:22, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6180, loss_cls: 2.9174, loss: 2.9174, grad_norm: 2.1065 2021-07-08 14:35:44,543 - mmaction - INFO - Epoch [48][460/1879] lr: 9.191e-02, eta: 4 days, 1:37:00, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6270, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.1033 2021-07-08 14:36:01,617 - mmaction - INFO - Epoch [48][480/1879] lr: 9.191e-02, eta: 4 days, 1:36:39, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6320, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.0874 2021-07-08 14:36:18,688 - mmaction - INFO - Epoch [48][500/1879] lr: 9.191e-02, eta: 4 days, 1:36:17, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6355, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.1003 2021-07-08 14:36:35,852 - mmaction - INFO - Epoch [48][520/1879] lr: 9.191e-02, eta: 4 days, 1:35:56, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6176, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.0951 2021-07-08 14:36:53,091 - mmaction - INFO - Epoch [48][540/1879] lr: 9.191e-02, eta: 4 days, 1:35:35, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6270, loss_cls: 2.8400, loss: 2.8400, grad_norm: 2.0183 2021-07-08 14:37:10,228 - mmaction - INFO - Epoch [48][560/1879] lr: 9.191e-02, eta: 4 days, 1:35:14, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6203, loss_cls: 2.8809, loss: 2.8809, grad_norm: 2.0862 2021-07-08 14:37:27,315 - mmaction - INFO - Epoch [48][580/1879] lr: 9.191e-02, eta: 4 days, 1:34:52, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6387, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.0340 2021-07-08 14:37:44,450 - mmaction - INFO - Epoch [48][600/1879] lr: 9.191e-02, eta: 4 days, 1:34:31, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6340, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.1403 2021-07-08 14:38:01,660 - mmaction - INFO - Epoch [48][620/1879] lr: 9.191e-02, eta: 4 days, 1:34:10, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6246, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.1062 2021-07-08 14:38:18,679 - mmaction - INFO - Epoch [48][640/1879] lr: 9.191e-02, eta: 4 days, 1:33:48, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.0374 2021-07-08 14:38:35,848 - mmaction - INFO - Epoch [48][660/1879] lr: 9.191e-02, eta: 4 days, 1:33:26, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.0452 2021-07-08 14:38:52,906 - mmaction - INFO - Epoch [48][680/1879] lr: 9.191e-02, eta: 4 days, 1:33:05, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6172, loss_cls: 2.8940, loss: 2.8940, grad_norm: 2.0528 2021-07-08 14:39:10,060 - mmaction - INFO - Epoch [48][700/1879] lr: 9.191e-02, eta: 4 days, 1:32:43, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6203, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.0869 2021-07-08 14:39:27,093 - mmaction - INFO - Epoch [48][720/1879] lr: 9.191e-02, eta: 4 days, 1:32:22, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6105, loss_cls: 2.9067, loss: 2.9067, grad_norm: 2.0793 2021-07-08 14:39:44,450 - mmaction - INFO - Epoch [48][740/1879] lr: 9.191e-02, eta: 4 days, 1:32:01, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.8625, loss: 2.8625, grad_norm: 2.0671 2021-07-08 14:40:01,524 - mmaction - INFO - Epoch [48][760/1879] lr: 9.191e-02, eta: 4 days, 1:31:40, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6070, loss_cls: 2.9108, loss: 2.9108, grad_norm: 2.0867 2021-07-08 14:40:18,713 - mmaction - INFO - Epoch [48][780/1879] lr: 9.191e-02, eta: 4 days, 1:31:19, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.0847 2021-07-08 14:40:35,778 - mmaction - INFO - Epoch [48][800/1879] lr: 9.191e-02, eta: 4 days, 1:30:57, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6238, loss_cls: 2.8479, loss: 2.8479, grad_norm: 2.0472 2021-07-08 14:40:52,897 - mmaction - INFO - Epoch [48][820/1879] lr: 9.191e-02, eta: 4 days, 1:30:36, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8575, loss: 2.8575, grad_norm: 2.0869 2021-07-08 14:41:09,920 - mmaction - INFO - Epoch [48][840/1879] lr: 9.191e-02, eta: 4 days, 1:30:14, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.0951 2021-07-08 14:41:27,000 - mmaction - INFO - Epoch [48][860/1879] lr: 9.191e-02, eta: 4 days, 1:29:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6223, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.0799 2021-07-08 14:41:44,255 - mmaction - INFO - Epoch [48][880/1879] lr: 9.191e-02, eta: 4 days, 1:29:31, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6367, loss_cls: 2.7410, loss: 2.7410, grad_norm: 2.0697 2021-07-08 14:42:01,269 - mmaction - INFO - Epoch [48][900/1879] lr: 9.191e-02, eta: 4 days, 1:29:09, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6156, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.0741 2021-07-08 14:42:18,617 - mmaction - INFO - Epoch [48][920/1879] lr: 9.191e-02, eta: 4 days, 1:28:49, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6164, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.0775 2021-07-08 14:42:35,754 - mmaction - INFO - Epoch [48][940/1879] lr: 9.191e-02, eta: 4 days, 1:28:28, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6340, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.1008 2021-07-08 14:42:52,924 - mmaction - INFO - Epoch [48][960/1879] lr: 9.191e-02, eta: 4 days, 1:28:06, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6121, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.1191 2021-07-08 14:43:10,132 - mmaction - INFO - Epoch [48][980/1879] lr: 9.191e-02, eta: 4 days, 1:27:45, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6191, loss_cls: 2.8771, loss: 2.8771, grad_norm: 2.0539 2021-07-08 14:43:27,207 - mmaction - INFO - Epoch [48][1000/1879] lr: 9.191e-02, eta: 4 days, 1:27:24, time: 0.857, data_time: 0.007, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6324, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.0868 2021-07-08 14:43:44,508 - mmaction - INFO - Epoch [48][1020/1879] lr: 9.191e-02, eta: 4 days, 1:27:03, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6289, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.1113 2021-07-08 14:44:01,618 - mmaction - INFO - Epoch [48][1040/1879] lr: 9.191e-02, eta: 4 days, 1:26:42, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6230, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.1232 2021-07-08 14:44:18,710 - mmaction - INFO - Epoch [48][1060/1879] lr: 9.191e-02, eta: 4 days, 1:26:20, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6281, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.1103 2021-07-08 14:44:35,793 - mmaction - INFO - Epoch [48][1080/1879] lr: 9.191e-02, eta: 4 days, 1:25:59, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6289, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.0835 2021-07-08 14:44:52,964 - mmaction - INFO - Epoch [48][1100/1879] lr: 9.191e-02, eta: 4 days, 1:25:38, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6215, loss_cls: 2.9080, loss: 2.9080, grad_norm: 2.1140 2021-07-08 14:45:10,074 - mmaction - INFO - Epoch [48][1120/1879] lr: 9.191e-02, eta: 4 days, 1:25:16, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6145, loss_cls: 2.8869, loss: 2.8869, grad_norm: 2.1153 2021-07-08 14:45:27,078 - mmaction - INFO - Epoch [48][1140/1879] lr: 9.191e-02, eta: 4 days, 1:24:54, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6117, loss_cls: 2.9241, loss: 2.9241, grad_norm: 2.1112 2021-07-08 14:45:44,274 - mmaction - INFO - Epoch [48][1160/1879] lr: 9.191e-02, eta: 4 days, 1:24:33, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6066, loss_cls: 2.9308, loss: 2.9308, grad_norm: 2.0480 2021-07-08 14:46:01,490 - mmaction - INFO - Epoch [48][1180/1879] lr: 9.191e-02, eta: 4 days, 1:24:12, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6262, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.0852 2021-07-08 14:46:18,770 - mmaction - INFO - Epoch [48][1200/1879] lr: 9.191e-02, eta: 4 days, 1:23:52, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6172, loss_cls: 2.8677, loss: 2.8677, grad_norm: 2.1056 2021-07-08 14:46:35,767 - mmaction - INFO - Epoch [48][1220/1879] lr: 9.191e-02, eta: 4 days, 1:23:30, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6141, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.1346 2021-07-08 14:46:52,858 - mmaction - INFO - Epoch [48][1240/1879] lr: 9.191e-02, eta: 4 days, 1:23:08, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6406, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.0669 2021-07-08 14:47:09,897 - mmaction - INFO - Epoch [48][1260/1879] lr: 9.191e-02, eta: 4 days, 1:22:47, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6074, loss_cls: 2.9175, loss: 2.9175, grad_norm: 2.1032 2021-07-08 14:47:27,063 - mmaction - INFO - Epoch [48][1280/1879] lr: 9.191e-02, eta: 4 days, 1:22:25, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6215, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.0879 2021-07-08 14:47:44,187 - mmaction - INFO - Epoch [48][1300/1879] lr: 9.191e-02, eta: 4 days, 1:22:04, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6254, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.0686 2021-07-08 14:48:01,225 - mmaction - INFO - Epoch [48][1320/1879] lr: 9.191e-02, eta: 4 days, 1:21:42, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6293, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.0639 2021-07-08 14:48:18,537 - mmaction - INFO - Epoch [48][1340/1879] lr: 9.191e-02, eta: 4 days, 1:21:22, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6344, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.1319 2021-07-08 14:48:35,626 - mmaction - INFO - Epoch [48][1360/1879] lr: 9.191e-02, eta: 4 days, 1:21:00, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6262, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.0691 2021-07-08 14:48:52,722 - mmaction - INFO - Epoch [48][1380/1879] lr: 9.191e-02, eta: 4 days, 1:20:39, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6184, loss_cls: 2.8782, loss: 2.8782, grad_norm: 2.0837 2021-07-08 14:49:09,819 - mmaction - INFO - Epoch [48][1400/1879] lr: 9.191e-02, eta: 4 days, 1:20:17, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6219, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.0942 2021-07-08 14:49:26,888 - mmaction - INFO - Epoch [48][1420/1879] lr: 9.191e-02, eta: 4 days, 1:19:56, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6152, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.0867 2021-07-08 14:49:44,125 - mmaction - INFO - Epoch [48][1440/1879] lr: 9.191e-02, eta: 4 days, 1:19:35, time: 0.861, data_time: 0.000, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6125, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.0435 2021-07-08 14:50:01,089 - mmaction - INFO - Epoch [48][1460/1879] lr: 9.191e-02, eta: 4 days, 1:19:13, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6375, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.0389 2021-07-08 14:50:18,381 - mmaction - INFO - Epoch [48][1480/1879] lr: 9.191e-02, eta: 4 days, 1:18:52, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6168, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.1197 2021-07-08 14:50:35,522 - mmaction - INFO - Epoch [48][1500/1879] lr: 9.191e-02, eta: 4 days, 1:18:31, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6031, loss_cls: 2.9332, loss: 2.9332, grad_norm: 2.1274 2021-07-08 14:50:52,655 - mmaction - INFO - Epoch [48][1520/1879] lr: 9.191e-02, eta: 4 days, 1:18:10, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6117, loss_cls: 2.8996, loss: 2.8996, grad_norm: 2.0825 2021-07-08 14:51:09,786 - mmaction - INFO - Epoch [48][1540/1879] lr: 9.191e-02, eta: 4 days, 1:17:48, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6168, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.0864 2021-07-08 14:51:26,885 - mmaction - INFO - Epoch [48][1560/1879] lr: 9.191e-02, eta: 4 days, 1:17:27, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6395, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.0436 2021-07-08 14:51:44,068 - mmaction - INFO - Epoch [48][1580/1879] lr: 9.191e-02, eta: 4 days, 1:17:06, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6223, loss_cls: 2.9002, loss: 2.9002, grad_norm: 2.0891 2021-07-08 14:52:01,228 - mmaction - INFO - Epoch [48][1600/1879] lr: 9.191e-02, eta: 4 days, 1:16:45, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.0571 2021-07-08 14:52:18,409 - mmaction - INFO - Epoch [48][1620/1879] lr: 9.191e-02, eta: 4 days, 1:16:24, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6141, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.0405 2021-07-08 14:52:35,682 - mmaction - INFO - Epoch [48][1640/1879] lr: 9.191e-02, eta: 4 days, 1:16:03, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6117, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.1190 2021-07-08 14:52:52,802 - mmaction - INFO - Epoch [48][1660/1879] lr: 9.191e-02, eta: 4 days, 1:15:42, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6160, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.0616 2021-07-08 14:53:10,062 - mmaction - INFO - Epoch [48][1680/1879] lr: 9.191e-02, eta: 4 days, 1:15:21, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6270, loss_cls: 2.8727, loss: 2.8727, grad_norm: 2.1122 2021-07-08 14:53:27,273 - mmaction - INFO - Epoch [48][1700/1879] lr: 9.191e-02, eta: 4 days, 1:15:00, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6121, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.0289 2021-07-08 14:53:44,316 - mmaction - INFO - Epoch [48][1720/1879] lr: 9.191e-02, eta: 4 days, 1:14:38, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.8929, loss: 2.8929, grad_norm: 2.0958 2021-07-08 14:54:01,575 - mmaction - INFO - Epoch [48][1740/1879] lr: 9.191e-02, eta: 4 days, 1:14:17, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6320, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.0712 2021-07-08 14:54:18,566 - mmaction - INFO - Epoch [48][1760/1879] lr: 9.191e-02, eta: 4 days, 1:13:56, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6254, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.0559 2021-07-08 14:54:35,627 - mmaction - INFO - Epoch [48][1780/1879] lr: 9.191e-02, eta: 4 days, 1:13:34, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6090, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.0838 2021-07-08 14:54:52,793 - mmaction - INFO - Epoch [48][1800/1879] lr: 9.191e-02, eta: 4 days, 1:13:13, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6117, loss_cls: 2.8651, loss: 2.8651, grad_norm: 2.0524 2021-07-08 14:55:09,846 - mmaction - INFO - Epoch [48][1820/1879] lr: 9.191e-02, eta: 4 days, 1:12:52, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6238, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.0762 2021-07-08 14:55:27,048 - mmaction - INFO - Epoch [48][1840/1879] lr: 9.191e-02, eta: 4 days, 1:12:30, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6121, loss_cls: 2.9374, loss: 2.9374, grad_norm: 2.1591 2021-07-08 14:55:44,237 - mmaction - INFO - Epoch [48][1860/1879] lr: 9.191e-02, eta: 4 days, 1:12:10, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6184, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.0899 2021-07-08 14:56:10,550 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 14:56:10,556 - mmaction - INFO - 106 BN found 2021-07-08 15:00:43,741 - mmaction - INFO - BN stats updated 2021-07-08 15:00:45,761 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-07-08 15:03:14,692 - mmaction - INFO - Epoch [49][20/1879] lr: 9.157e-02, eta: 4 days, 1:19:35, time: 7.285, data_time: 6.085, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6254, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.0715 2021-07-08 15:03:31,226 - mmaction - INFO - Epoch [49][40/1879] lr: 9.157e-02, eta: 4 days, 1:19:11, time: 0.828, data_time: 0.008, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6316, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.0578 2021-07-08 15:03:47,809 - mmaction - INFO - Epoch [49][60/1879] lr: 9.157e-02, eta: 4 days, 1:18:47, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6258, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.1509 2021-07-08 15:04:04,408 - mmaction - INFO - Epoch [49][80/1879] lr: 9.157e-02, eta: 4 days, 1:18:23, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6246, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.1166 2021-07-08 15:04:20,950 - mmaction - INFO - Epoch [49][100/1879] lr: 9.157e-02, eta: 4 days, 1:17:59, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6188, loss_cls: 2.8442, loss: 2.8442, grad_norm: 2.1358 2021-07-08 15:04:37,600 - mmaction - INFO - Epoch [49][120/1879] lr: 9.157e-02, eta: 4 days, 1:17:36, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6387, loss_cls: 2.7843, loss: 2.7843, grad_norm: 2.0821 2021-07-08 15:04:54,217 - mmaction - INFO - Epoch [49][140/1879] lr: 9.157e-02, eta: 4 days, 1:17:12, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6449, loss_cls: 2.8114, loss: 2.8114, grad_norm: 2.1223 2021-07-08 15:05:10,903 - mmaction - INFO - Epoch [49][160/1879] lr: 9.157e-02, eta: 4 days, 1:16:49, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8449, loss: 2.8449, grad_norm: 2.1497 2021-07-08 15:05:27,692 - mmaction - INFO - Epoch [49][180/1879] lr: 9.157e-02, eta: 4 days, 1:16:26, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6359, loss_cls: 2.7935, loss: 2.7935, grad_norm: 2.0958 2021-07-08 15:05:44,716 - mmaction - INFO - Epoch [49][200/1879] lr: 9.157e-02, eta: 4 days, 1:16:04, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6145, loss_cls: 2.9155, loss: 2.9155, grad_norm: 2.1274 2021-07-08 15:06:01,684 - mmaction - INFO - Epoch [49][220/1879] lr: 9.157e-02, eta: 4 days, 1:15:42, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.0778 2021-07-08 15:06:18,733 - mmaction - INFO - Epoch [49][240/1879] lr: 9.157e-02, eta: 4 days, 1:15:20, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6180, loss_cls: 2.9045, loss: 2.9045, grad_norm: 2.0861 2021-07-08 15:06:35,791 - mmaction - INFO - Epoch [49][260/1879] lr: 9.157e-02, eta: 4 days, 1:14:59, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6086, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.1018 2021-07-08 15:06:52,865 - mmaction - INFO - Epoch [49][280/1879] lr: 9.157e-02, eta: 4 days, 1:14:37, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6242, loss_cls: 2.8297, loss: 2.8297, grad_norm: 2.0611 2021-07-08 15:07:09,884 - mmaction - INFO - Epoch [49][300/1879] lr: 9.157e-02, eta: 4 days, 1:14:15, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8497, loss: 2.8497, grad_norm: 2.0755 2021-07-08 15:07:26,761 - mmaction - INFO - Epoch [49][320/1879] lr: 9.157e-02, eta: 4 days, 1:13:53, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.0991 2021-07-08 15:07:43,744 - mmaction - INFO - Epoch [49][340/1879] lr: 9.157e-02, eta: 4 days, 1:13:31, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.0682 2021-07-08 15:08:00,799 - mmaction - INFO - Epoch [49][360/1879] lr: 9.157e-02, eta: 4 days, 1:13:09, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6184, loss_cls: 2.8842, loss: 2.8842, grad_norm: 2.0410 2021-07-08 15:08:17,765 - mmaction - INFO - Epoch [49][380/1879] lr: 9.157e-02, eta: 4 days, 1:12:47, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6285, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.1062 2021-07-08 15:08:34,789 - mmaction - INFO - Epoch [49][400/1879] lr: 9.157e-02, eta: 4 days, 1:12:25, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6051, loss_cls: 2.9136, loss: 2.9136, grad_norm: 2.1078 2021-07-08 15:08:51,762 - mmaction - INFO - Epoch [49][420/1879] lr: 9.157e-02, eta: 4 days, 1:12:03, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.1430 2021-07-08 15:09:08,865 - mmaction - INFO - Epoch [49][440/1879] lr: 9.157e-02, eta: 4 days, 1:11:42, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6148, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.1067 2021-07-08 15:09:25,831 - mmaction - INFO - Epoch [49][460/1879] lr: 9.157e-02, eta: 4 days, 1:11:20, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6219, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.1366 2021-07-08 15:09:42,842 - mmaction - INFO - Epoch [49][480/1879] lr: 9.157e-02, eta: 4 days, 1:10:58, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6344, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.0841 2021-07-08 15:09:59,939 - mmaction - INFO - Epoch [49][500/1879] lr: 9.157e-02, eta: 4 days, 1:10:36, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6184, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.1187 2021-07-08 15:10:17,138 - mmaction - INFO - Epoch [49][520/1879] lr: 9.157e-02, eta: 4 days, 1:10:15, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5914, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.0481 2021-07-08 15:10:34,081 - mmaction - INFO - Epoch [49][540/1879] lr: 9.157e-02, eta: 4 days, 1:09:53, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.0674 2021-07-08 15:10:51,402 - mmaction - INFO - Epoch [49][560/1879] lr: 9.157e-02, eta: 4 days, 1:09:33, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6395, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.0660 2021-07-08 15:11:08,345 - mmaction - INFO - Epoch [49][580/1879] lr: 9.157e-02, eta: 4 days, 1:09:10, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6324, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.0811 2021-07-08 15:11:25,647 - mmaction - INFO - Epoch [49][600/1879] lr: 9.157e-02, eta: 4 days, 1:08:50, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6219, loss_cls: 2.8690, loss: 2.8690, grad_norm: 2.1508 2021-07-08 15:11:42,723 - mmaction - INFO - Epoch [49][620/1879] lr: 9.157e-02, eta: 4 days, 1:08:28, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6301, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.0527 2021-07-08 15:11:59,680 - mmaction - INFO - Epoch [49][640/1879] lr: 9.157e-02, eta: 4 days, 1:08:06, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6293, loss_cls: 2.8256, loss: 2.8256, grad_norm: 2.1102 2021-07-08 15:12:16,994 - mmaction - INFO - Epoch [49][660/1879] lr: 9.157e-02, eta: 4 days, 1:07:46, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.1204 2021-07-08 15:12:34,168 - mmaction - INFO - Epoch [49][680/1879] lr: 9.157e-02, eta: 4 days, 1:07:25, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5992, loss_cls: 2.9799, loss: 2.9799, grad_norm: 2.0895 2021-07-08 15:12:51,284 - mmaction - INFO - Epoch [49][700/1879] lr: 9.157e-02, eta: 4 days, 1:07:03, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6305, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.0680 2021-07-08 15:13:08,276 - mmaction - INFO - Epoch [49][720/1879] lr: 9.157e-02, eta: 4 days, 1:06:41, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6219, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.1670 2021-07-08 15:13:25,433 - mmaction - INFO - Epoch [49][740/1879] lr: 9.157e-02, eta: 4 days, 1:06:20, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6145, loss_cls: 2.8895, loss: 2.8895, grad_norm: 2.1061 2021-07-08 15:13:42,468 - mmaction - INFO - Epoch [49][760/1879] lr: 9.157e-02, eta: 4 days, 1:05:58, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6148, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.1205 2021-07-08 15:13:59,528 - mmaction - INFO - Epoch [49][780/1879] lr: 9.157e-02, eta: 4 days, 1:05:37, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6387, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.0465 2021-07-08 15:14:16,561 - mmaction - INFO - Epoch [49][800/1879] lr: 9.157e-02, eta: 4 days, 1:05:15, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8788, loss: 2.8788, grad_norm: 2.0860 2021-07-08 15:14:33,559 - mmaction - INFO - Epoch [49][820/1879] lr: 9.157e-02, eta: 4 days, 1:04:53, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6141, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.1487 2021-07-08 15:14:50,705 - mmaction - INFO - Epoch [49][840/1879] lr: 9.157e-02, eta: 4 days, 1:04:32, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6230, loss_cls: 2.8621, loss: 2.8621, grad_norm: 2.0796 2021-07-08 15:15:07,755 - mmaction - INFO - Epoch [49][860/1879] lr: 9.157e-02, eta: 4 days, 1:04:10, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6316, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.0565 2021-07-08 15:15:24,748 - mmaction - INFO - Epoch [49][880/1879] lr: 9.157e-02, eta: 4 days, 1:03:48, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6316, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.1239 2021-07-08 15:15:41,706 - mmaction - INFO - Epoch [49][900/1879] lr: 9.157e-02, eta: 4 days, 1:03:26, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6496, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.0351 2021-07-08 15:15:58,985 - mmaction - INFO - Epoch [49][920/1879] lr: 9.157e-02, eta: 4 days, 1:03:05, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6188, loss_cls: 2.8801, loss: 2.8801, grad_norm: 2.0657 2021-07-08 15:16:16,030 - mmaction - INFO - Epoch [49][940/1879] lr: 9.157e-02, eta: 4 days, 1:02:44, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6199, loss_cls: 2.8661, loss: 2.8661, grad_norm: 2.0690 2021-07-08 15:16:33,087 - mmaction - INFO - Epoch [49][960/1879] lr: 9.157e-02, eta: 4 days, 1:02:22, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6121, loss_cls: 2.9047, loss: 2.9047, grad_norm: 2.0514 2021-07-08 15:16:50,074 - mmaction - INFO - Epoch [49][980/1879] lr: 9.157e-02, eta: 4 days, 1:02:00, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6078, loss_cls: 2.8899, loss: 2.8899, grad_norm: 2.0438 2021-07-08 15:17:07,230 - mmaction - INFO - Epoch [49][1000/1879] lr: 9.157e-02, eta: 4 days, 1:01:39, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6230, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.0909 2021-07-08 15:17:24,443 - mmaction - INFO - Epoch [49][1020/1879] lr: 9.157e-02, eta: 4 days, 1:01:18, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6160, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.0626 2021-07-08 15:17:41,553 - mmaction - INFO - Epoch [49][1040/1879] lr: 9.157e-02, eta: 4 days, 1:00:57, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6309, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.1119 2021-07-08 15:17:58,692 - mmaction - INFO - Epoch [49][1060/1879] lr: 9.157e-02, eta: 4 days, 1:00:35, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6184, loss_cls: 2.8413, loss: 2.8413, grad_norm: 2.1256 2021-07-08 15:18:15,724 - mmaction - INFO - Epoch [49][1080/1879] lr: 9.157e-02, eta: 4 days, 1:00:14, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.0890 2021-07-08 15:18:32,858 - mmaction - INFO - Epoch [49][1100/1879] lr: 9.157e-02, eta: 4 days, 0:59:52, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.0940 2021-07-08 15:18:49,853 - mmaction - INFO - Epoch [49][1120/1879] lr: 9.157e-02, eta: 4 days, 0:59:31, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6242, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.1020 2021-07-08 15:19:06,810 - mmaction - INFO - Epoch [49][1140/1879] lr: 9.157e-02, eta: 4 days, 0:59:09, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6203, loss_cls: 2.8782, loss: 2.8782, grad_norm: 2.1849 2021-07-08 15:19:23,678 - mmaction - INFO - Epoch [49][1160/1879] lr: 9.157e-02, eta: 4 days, 0:58:46, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.9209, loss: 2.9209, grad_norm: 2.0727 2021-07-08 15:19:40,771 - mmaction - INFO - Epoch [49][1180/1879] lr: 9.157e-02, eta: 4 days, 0:58:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6160, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.0857 2021-07-08 15:19:57,810 - mmaction - INFO - Epoch [49][1200/1879] lr: 9.157e-02, eta: 4 days, 0:58:03, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6273, loss_cls: 2.8501, loss: 2.8501, grad_norm: 2.1335 2021-07-08 15:20:15,025 - mmaction - INFO - Epoch [49][1220/1879] lr: 9.157e-02, eta: 4 days, 0:57:42, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6215, loss_cls: 2.8391, loss: 2.8391, grad_norm: 2.0842 2021-07-08 15:20:31,979 - mmaction - INFO - Epoch [49][1240/1879] lr: 9.157e-02, eta: 4 days, 0:57:20, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6020, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.0976 2021-07-08 15:20:49,102 - mmaction - INFO - Epoch [49][1260/1879] lr: 9.157e-02, eta: 4 days, 0:56:59, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6270, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.0596 2021-07-08 15:21:06,103 - mmaction - INFO - Epoch [49][1280/1879] lr: 9.157e-02, eta: 4 days, 0:56:37, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6270, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.0790 2021-07-08 15:21:23,154 - mmaction - INFO - Epoch [49][1300/1879] lr: 9.157e-02, eta: 4 days, 0:56:16, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6117, loss_cls: 2.9563, loss: 2.9563, grad_norm: 2.1047 2021-07-08 15:21:40,362 - mmaction - INFO - Epoch [49][1320/1879] lr: 9.157e-02, eta: 4 days, 0:55:55, time: 0.860, data_time: 0.000, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6293, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.0892 2021-07-08 15:21:57,504 - mmaction - INFO - Epoch [49][1340/1879] lr: 9.157e-02, eta: 4 days, 0:55:33, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6215, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.1695 2021-07-08 15:22:14,546 - mmaction - INFO - Epoch [49][1360/1879] lr: 9.157e-02, eta: 4 days, 0:55:12, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.1248 2021-07-08 15:22:31,837 - mmaction - INFO - Epoch [49][1380/1879] lr: 9.157e-02, eta: 4 days, 0:54:51, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6105, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.0898 2021-07-08 15:22:48,939 - mmaction - INFO - Epoch [49][1400/1879] lr: 9.157e-02, eta: 4 days, 0:54:30, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6262, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.0919 2021-07-08 15:23:05,918 - mmaction - INFO - Epoch [49][1420/1879] lr: 9.157e-02, eta: 4 days, 0:54:08, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6059, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.0764 2021-07-08 15:23:23,113 - mmaction - INFO - Epoch [49][1440/1879] lr: 9.157e-02, eta: 4 days, 0:53:47, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6184, loss_cls: 2.8890, loss: 2.8890, grad_norm: 2.0502 2021-07-08 15:23:40,194 - mmaction - INFO - Epoch [49][1460/1879] lr: 9.157e-02, eta: 4 days, 0:53:25, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6270, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.0818 2021-07-08 15:23:57,480 - mmaction - INFO - Epoch [49][1480/1879] lr: 9.157e-02, eta: 4 days, 0:53:05, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6215, loss_cls: 2.8758, loss: 2.8758, grad_norm: 2.0847 2021-07-08 15:24:14,552 - mmaction - INFO - Epoch [49][1500/1879] lr: 9.157e-02, eta: 4 days, 0:52:43, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6227, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.0290 2021-07-08 15:24:31,654 - mmaction - INFO - Epoch [49][1520/1879] lr: 9.157e-02, eta: 4 days, 0:52:22, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6121, loss_cls: 2.9080, loss: 2.9080, grad_norm: 2.0998 2021-07-08 15:24:48,633 - mmaction - INFO - Epoch [49][1540/1879] lr: 9.157e-02, eta: 4 days, 0:52:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6238, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.0980 2021-07-08 15:25:05,922 - mmaction - INFO - Epoch [49][1560/1879] lr: 9.157e-02, eta: 4 days, 0:51:39, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6395, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.0646 2021-07-08 15:25:22,861 - mmaction - INFO - Epoch [49][1580/1879] lr: 9.157e-02, eta: 4 days, 0:51:17, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6199, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.0636 2021-07-08 15:25:39,978 - mmaction - INFO - Epoch [49][1600/1879] lr: 9.157e-02, eta: 4 days, 0:50:56, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6164, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.1033 2021-07-08 15:25:56,855 - mmaction - INFO - Epoch [49][1620/1879] lr: 9.157e-02, eta: 4 days, 0:50:34, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6227, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.0743 2021-07-08 15:26:13,971 - mmaction - INFO - Epoch [49][1640/1879] lr: 9.157e-02, eta: 4 days, 0:50:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6223, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.0828 2021-07-08 15:26:30,908 - mmaction - INFO - Epoch [49][1660/1879] lr: 9.157e-02, eta: 4 days, 0:49:50, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6211, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.1148 2021-07-08 15:26:48,011 - mmaction - INFO - Epoch [49][1680/1879] lr: 9.157e-02, eta: 4 days, 0:49:29, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6230, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.0656 2021-07-08 15:27:05,000 - mmaction - INFO - Epoch [49][1700/1879] lr: 9.157e-02, eta: 4 days, 0:49:07, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6293, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.0661 2021-07-08 15:27:22,004 - mmaction - INFO - Epoch [49][1720/1879] lr: 9.157e-02, eta: 4 days, 0:48:45, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6383, loss_cls: 2.7812, loss: 2.7812, grad_norm: 2.1243 2021-07-08 15:27:39,104 - mmaction - INFO - Epoch [49][1740/1879] lr: 9.157e-02, eta: 4 days, 0:48:24, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6230, loss_cls: 2.8338, loss: 2.8338, grad_norm: 2.1260 2021-07-08 15:27:56,232 - mmaction - INFO - Epoch [49][1760/1879] lr: 9.157e-02, eta: 4 days, 0:48:03, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6062, loss_cls: 2.8968, loss: 2.8968, grad_norm: 2.0914 2021-07-08 15:28:13,358 - mmaction - INFO - Epoch [49][1780/1879] lr: 9.157e-02, eta: 4 days, 0:47:42, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6137, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.0559 2021-07-08 15:28:30,384 - mmaction - INFO - Epoch [49][1800/1879] lr: 9.157e-02, eta: 4 days, 0:47:20, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6215, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.0571 2021-07-08 15:28:47,231 - mmaction - INFO - Epoch [49][1820/1879] lr: 9.157e-02, eta: 4 days, 0:46:57, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6137, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.1307 2021-07-08 15:29:04,365 - mmaction - INFO - Epoch [49][1840/1879] lr: 9.157e-02, eta: 4 days, 0:46:36, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.1178 2021-07-08 15:29:21,453 - mmaction - INFO - Epoch [49][1860/1879] lr: 9.157e-02, eta: 4 days, 0:46:15, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6301, loss_cls: 2.8493, loss: 2.8493, grad_norm: 2.1069 2021-07-08 15:29:49,288 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 15:29:49,294 - mmaction - INFO - 106 BN found 2021-07-08 15:34:21,829 - mmaction - INFO - BN stats updated 2021-07-08 15:36:04,274 - mmaction - INFO - Epoch [50][20/1879] lr: 9.123e-02, eta: 4 days, 0:50:17, time: 5.021, data_time: 4.118, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6215, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.0723 2021-07-08 15:36:20,682 - mmaction - INFO - Epoch [50][40/1879] lr: 9.123e-02, eta: 4 days, 0:49:52, time: 0.819, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.1004 2021-07-08 15:36:37,216 - mmaction - INFO - Epoch [50][60/1879] lr: 9.123e-02, eta: 4 days, 0:49:28, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6230, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.1027 2021-07-08 15:36:53,909 - mmaction - INFO - Epoch [50][80/1879] lr: 9.123e-02, eta: 4 days, 0:49:05, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6207, loss_cls: 2.8723, loss: 2.8723, grad_norm: 2.1386 2021-07-08 15:37:10,543 - mmaction - INFO - Epoch [50][100/1879] lr: 9.123e-02, eta: 4 days, 0:48:42, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6301, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.1158 2021-07-08 15:37:27,277 - mmaction - INFO - Epoch [50][120/1879] lr: 9.123e-02, eta: 4 days, 0:48:19, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6242, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.1404 2021-07-08 15:37:43,956 - mmaction - INFO - Epoch [50][140/1879] lr: 9.123e-02, eta: 4 days, 0:47:56, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6117, loss_cls: 2.9061, loss: 2.9061, grad_norm: 2.0685 2021-07-08 15:38:00,757 - mmaction - INFO - Epoch [50][160/1879] lr: 9.123e-02, eta: 4 days, 0:47:33, time: 0.841, data_time: 0.006, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.1239 2021-07-08 15:38:17,644 - mmaction - INFO - Epoch [50][180/1879] lr: 9.123e-02, eta: 4 days, 0:47:11, time: 0.844, data_time: 0.000, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6223, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.0833 2021-07-08 15:38:34,722 - mmaction - INFO - Epoch [50][200/1879] lr: 9.123e-02, eta: 4 days, 0:46:49, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6215, loss_cls: 2.8359, loss: 2.8359, grad_norm: 2.1316 2021-07-08 15:38:51,684 - mmaction - INFO - Epoch [50][220/1879] lr: 9.123e-02, eta: 4 days, 0:46:27, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6137, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.1348 2021-07-08 15:39:08,814 - mmaction - INFO - Epoch [50][240/1879] lr: 9.123e-02, eta: 4 days, 0:46:06, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6152, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.1320 2021-07-08 15:39:25,715 - mmaction - INFO - Epoch [50][260/1879] lr: 9.123e-02, eta: 4 days, 0:45:44, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6168, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.1029 2021-07-08 15:39:42,842 - mmaction - INFO - Epoch [50][280/1879] lr: 9.123e-02, eta: 4 days, 0:45:22, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6277, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.1049 2021-07-08 15:39:59,901 - mmaction - INFO - Epoch [50][300/1879] lr: 9.123e-02, eta: 4 days, 0:45:01, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6090, loss_cls: 2.8724, loss: 2.8724, grad_norm: 2.0584 2021-07-08 15:40:16,904 - mmaction - INFO - Epoch [50][320/1879] lr: 9.123e-02, eta: 4 days, 0:44:39, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.0636 2021-07-08 15:40:33,984 - mmaction - INFO - Epoch [50][340/1879] lr: 9.123e-02, eta: 4 days, 0:44:18, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6254, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.0446 2021-07-08 15:40:51,052 - mmaction - INFO - Epoch [50][360/1879] lr: 9.123e-02, eta: 4 days, 0:43:56, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6160, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.1341 2021-07-08 15:41:08,057 - mmaction - INFO - Epoch [50][380/1879] lr: 9.123e-02, eta: 4 days, 0:43:34, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6297, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.1087 2021-07-08 15:41:25,126 - mmaction - INFO - Epoch [50][400/1879] lr: 9.123e-02, eta: 4 days, 0:43:13, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6453, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.0533 2021-07-08 15:41:42,224 - mmaction - INFO - Epoch [50][420/1879] lr: 9.123e-02, eta: 4 days, 0:42:51, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6020, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.0974 2021-07-08 15:41:59,271 - mmaction - INFO - Epoch [50][440/1879] lr: 9.123e-02, eta: 4 days, 0:42:30, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6098, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.0935 2021-07-08 15:42:16,258 - mmaction - INFO - Epoch [50][460/1879] lr: 9.123e-02, eta: 4 days, 0:42:08, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6129, loss_cls: 2.8575, loss: 2.8575, grad_norm: 2.0616 2021-07-08 15:42:33,328 - mmaction - INFO - Epoch [50][480/1879] lr: 9.123e-02, eta: 4 days, 0:41:47, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8183, loss: 2.8183, grad_norm: 2.0506 2021-07-08 15:42:50,191 - mmaction - INFO - Epoch [50][500/1879] lr: 9.123e-02, eta: 4 days, 0:41:24, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6254, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.1171 2021-07-08 15:43:07,263 - mmaction - INFO - Epoch [50][520/1879] lr: 9.123e-02, eta: 4 days, 0:41:03, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6160, loss_cls: 2.8945, loss: 2.8945, grad_norm: 2.1169 2021-07-08 15:43:24,419 - mmaction - INFO - Epoch [50][540/1879] lr: 9.123e-02, eta: 4 days, 0:40:42, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7740, loss: 2.7740, grad_norm: 2.0679 2021-07-08 15:43:41,480 - mmaction - INFO - Epoch [50][560/1879] lr: 9.123e-02, eta: 4 days, 0:40:20, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.7802, loss: 2.7802, grad_norm: 2.0918 2021-07-08 15:43:58,377 - mmaction - INFO - Epoch [50][580/1879] lr: 9.123e-02, eta: 4 days, 0:39:58, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6082, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.1031 2021-07-08 15:44:15,393 - mmaction - INFO - Epoch [50][600/1879] lr: 9.123e-02, eta: 4 days, 0:39:36, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6293, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.0891 2021-07-08 15:44:32,483 - mmaction - INFO - Epoch [50][620/1879] lr: 9.123e-02, eta: 4 days, 0:39:15, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6230, loss_cls: 2.8486, loss: 2.8486, grad_norm: 2.1272 2021-07-08 15:44:49,620 - mmaction - INFO - Epoch [50][640/1879] lr: 9.123e-02, eta: 4 days, 0:38:53, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6367, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.1001 2021-07-08 15:45:06,620 - mmaction - INFO - Epoch [50][660/1879] lr: 9.123e-02, eta: 4 days, 0:38:32, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6297, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.0306 2021-07-08 15:45:23,757 - mmaction - INFO - Epoch [50][680/1879] lr: 9.123e-02, eta: 4 days, 0:38:10, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6285, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.0768 2021-07-08 15:45:40,931 - mmaction - INFO - Epoch [50][700/1879] lr: 9.123e-02, eta: 4 days, 0:37:49, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6121, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.1384 2021-07-08 15:45:57,991 - mmaction - INFO - Epoch [50][720/1879] lr: 9.123e-02, eta: 4 days, 0:37:28, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6418, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.1288 2021-07-08 15:46:14,950 - mmaction - INFO - Epoch [50][740/1879] lr: 9.123e-02, eta: 4 days, 0:37:06, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6211, loss_cls: 2.9001, loss: 2.9001, grad_norm: 2.1794 2021-07-08 15:46:31,908 - mmaction - INFO - Epoch [50][760/1879] lr: 9.123e-02, eta: 4 days, 0:36:44, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6207, loss_cls: 2.8637, loss: 2.8637, grad_norm: 2.1361 2021-07-08 15:46:48,999 - mmaction - INFO - Epoch [50][780/1879] lr: 9.123e-02, eta: 4 days, 0:36:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.1175 2021-07-08 15:47:06,062 - mmaction - INFO - Epoch [50][800/1879] lr: 9.123e-02, eta: 4 days, 0:36:01, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6270, loss_cls: 2.8658, loss: 2.8658, grad_norm: 2.1061 2021-07-08 15:47:23,246 - mmaction - INFO - Epoch [50][820/1879] lr: 9.123e-02, eta: 4 days, 0:35:40, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6426, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.0717 2021-07-08 15:47:40,310 - mmaction - INFO - Epoch [50][840/1879] lr: 9.123e-02, eta: 4 days, 0:35:19, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6121, loss_cls: 2.8836, loss: 2.8836, grad_norm: 2.1667 2021-07-08 15:47:57,291 - mmaction - INFO - Epoch [50][860/1879] lr: 9.123e-02, eta: 4 days, 0:34:57, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6023, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.0928 2021-07-08 15:48:14,223 - mmaction - INFO - Epoch [50][880/1879] lr: 9.123e-02, eta: 4 days, 0:34:35, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.1080 2021-07-08 15:48:31,121 - mmaction - INFO - Epoch [50][900/1879] lr: 9.123e-02, eta: 4 days, 0:34:13, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6250, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.0791 2021-07-08 15:48:48,215 - mmaction - INFO - Epoch [50][920/1879] lr: 9.123e-02, eta: 4 days, 0:33:51, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6293, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.1033 2021-07-08 15:49:05,278 - mmaction - INFO - Epoch [50][940/1879] lr: 9.123e-02, eta: 4 days, 0:33:30, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6379, loss_cls: 2.7992, loss: 2.7992, grad_norm: 2.0897 2021-07-08 15:49:22,308 - mmaction - INFO - Epoch [50][960/1879] lr: 9.123e-02, eta: 4 days, 0:33:08, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6223, loss_cls: 2.8405, loss: 2.8405, grad_norm: 2.0617 2021-07-08 15:49:39,306 - mmaction - INFO - Epoch [50][980/1879] lr: 9.123e-02, eta: 4 days, 0:32:46, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.8196, loss: 2.8196, grad_norm: 2.1406 2021-07-08 15:49:56,288 - mmaction - INFO - Epoch [50][1000/1879] lr: 9.123e-02, eta: 4 days, 0:32:25, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6035, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.1260 2021-07-08 15:50:13,389 - mmaction - INFO - Epoch [50][1020/1879] lr: 9.123e-02, eta: 4 days, 0:32:03, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6230, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.0479 2021-07-08 15:50:30,428 - mmaction - INFO - Epoch [50][1040/1879] lr: 9.123e-02, eta: 4 days, 0:31:42, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.8827, loss: 2.8827, grad_norm: 2.0960 2021-07-08 15:50:47,550 - mmaction - INFO - Epoch [50][1060/1879] lr: 9.123e-02, eta: 4 days, 0:31:20, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6312, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.0977 2021-07-08 15:51:04,687 - mmaction - INFO - Epoch [50][1080/1879] lr: 9.123e-02, eta: 4 days, 0:30:59, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6137, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.0207 2021-07-08 15:51:21,668 - mmaction - INFO - Epoch [50][1100/1879] lr: 9.123e-02, eta: 4 days, 0:30:38, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6219, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.1008 2021-07-08 15:51:38,703 - mmaction - INFO - Epoch [50][1120/1879] lr: 9.123e-02, eta: 4 days, 0:30:16, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6367, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1094 2021-07-08 15:51:55,828 - mmaction - INFO - Epoch [50][1140/1879] lr: 9.123e-02, eta: 4 days, 0:29:55, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6121, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.0974 2021-07-08 15:52:12,907 - mmaction - INFO - Epoch [50][1160/1879] lr: 9.123e-02, eta: 4 days, 0:29:33, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6129, loss_cls: 2.8880, loss: 2.8880, grad_norm: 2.0785 2021-07-08 15:52:30,006 - mmaction - INFO - Epoch [50][1180/1879] lr: 9.123e-02, eta: 4 days, 0:29:12, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6320, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.0735 2021-07-08 15:52:46,975 - mmaction - INFO - Epoch [50][1200/1879] lr: 9.123e-02, eta: 4 days, 0:28:50, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6301, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.0466 2021-07-08 15:53:04,118 - mmaction - INFO - Epoch [50][1220/1879] lr: 9.123e-02, eta: 4 days, 0:28:29, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6203, loss_cls: 2.8555, loss: 2.8555, grad_norm: 2.1276 2021-07-08 15:53:21,176 - mmaction - INFO - Epoch [50][1240/1879] lr: 9.123e-02, eta: 4 days, 0:28:08, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6125, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.1430 2021-07-08 15:53:38,349 - mmaction - INFO - Epoch [50][1260/1879] lr: 9.123e-02, eta: 4 days, 0:27:47, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.1186 2021-07-08 15:53:55,344 - mmaction - INFO - Epoch [50][1280/1879] lr: 9.123e-02, eta: 4 days, 0:27:25, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6070, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.0623 2021-07-08 15:54:12,562 - mmaction - INFO - Epoch [50][1300/1879] lr: 9.123e-02, eta: 4 days, 0:27:04, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6074, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.0894 2021-07-08 15:54:29,476 - mmaction - INFO - Epoch [50][1320/1879] lr: 9.123e-02, eta: 4 days, 0:26:42, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6281, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.0932 2021-07-08 15:54:46,498 - mmaction - INFO - Epoch [50][1340/1879] lr: 9.123e-02, eta: 4 days, 0:26:20, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6160, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.1192 2021-07-08 15:55:03,563 - mmaction - INFO - Epoch [50][1360/1879] lr: 9.123e-02, eta: 4 days, 0:25:59, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.0712 2021-07-08 15:55:20,592 - mmaction - INFO - Epoch [50][1380/1879] lr: 9.123e-02, eta: 4 days, 0:25:37, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.9211, loss: 2.9211, grad_norm: 2.1316 2021-07-08 15:55:37,603 - mmaction - INFO - Epoch [50][1400/1879] lr: 9.123e-02, eta: 4 days, 0:25:16, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6238, loss_cls: 2.8271, loss: 2.8271, grad_norm: 2.0993 2021-07-08 15:55:54,569 - mmaction - INFO - Epoch [50][1420/1879] lr: 9.123e-02, eta: 4 days, 0:24:54, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6152, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0982 2021-07-08 15:56:11,593 - mmaction - INFO - Epoch [50][1440/1879] lr: 9.123e-02, eta: 4 days, 0:24:32, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6160, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.0681 2021-07-08 15:56:28,727 - mmaction - INFO - Epoch [50][1460/1879] lr: 9.123e-02, eta: 4 days, 0:24:11, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6348, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.0953 2021-07-08 15:56:45,840 - mmaction - INFO - Epoch [50][1480/1879] lr: 9.123e-02, eta: 4 days, 0:23:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6324, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.1323 2021-07-08 15:57:02,887 - mmaction - INFO - Epoch [50][1500/1879] lr: 9.123e-02, eta: 4 days, 0:23:28, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6281, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.0868 2021-07-08 15:57:19,906 - mmaction - INFO - Epoch [50][1520/1879] lr: 9.123e-02, eta: 4 days, 0:23:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6305, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.0958 2021-07-08 15:57:37,000 - mmaction - INFO - Epoch [50][1540/1879] lr: 9.123e-02, eta: 4 days, 0:22:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6227, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.1498 2021-07-08 15:57:54,012 - mmaction - INFO - Epoch [50][1560/1879] lr: 9.123e-02, eta: 4 days, 0:22:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6094, loss_cls: 2.8933, loss: 2.8933, grad_norm: 2.0939 2021-07-08 15:58:10,966 - mmaction - INFO - Epoch [50][1580/1879] lr: 9.123e-02, eta: 4 days, 0:22:02, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6410, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.0817 2021-07-08 15:58:28,038 - mmaction - INFO - Epoch [50][1600/1879] lr: 9.123e-02, eta: 4 days, 0:21:40, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6199, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.1208 2021-07-08 15:58:45,117 - mmaction - INFO - Epoch [50][1620/1879] lr: 9.123e-02, eta: 4 days, 0:21:19, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6105, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.1056 2021-07-08 15:59:02,117 - mmaction - INFO - Epoch [50][1640/1879] lr: 9.123e-02, eta: 4 days, 0:20:58, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6168, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.1165 2021-07-08 15:59:18,994 - mmaction - INFO - Epoch [50][1660/1879] lr: 9.123e-02, eta: 4 days, 0:20:35, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6117, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.1006 2021-07-08 15:59:36,131 - mmaction - INFO - Epoch [50][1680/1879] lr: 9.123e-02, eta: 4 days, 0:20:14, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6242, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.0696 2021-07-08 15:59:53,038 - mmaction - INFO - Epoch [50][1700/1879] lr: 9.123e-02, eta: 4 days, 0:19:52, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6355, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.0884 2021-07-08 16:00:10,063 - mmaction - INFO - Epoch [50][1720/1879] lr: 9.123e-02, eta: 4 days, 0:19:30, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6301, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.0812 2021-07-08 16:00:26,976 - mmaction - INFO - Epoch [50][1740/1879] lr: 9.123e-02, eta: 4 days, 0:19:09, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6301, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.0689 2021-07-08 16:00:44,192 - mmaction - INFO - Epoch [50][1760/1879] lr: 9.123e-02, eta: 4 days, 0:18:48, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6297, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.0718 2021-07-08 16:01:01,200 - mmaction - INFO - Epoch [50][1780/1879] lr: 9.123e-02, eta: 4 days, 0:18:26, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6105, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.1473 2021-07-08 16:01:18,175 - mmaction - INFO - Epoch [50][1800/1879] lr: 9.123e-02, eta: 4 days, 0:18:04, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6348, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.0753 2021-07-08 16:01:35,252 - mmaction - INFO - Epoch [50][1820/1879] lr: 9.123e-02, eta: 4 days, 0:17:43, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.1080 2021-07-08 16:01:52,371 - mmaction - INFO - Epoch [50][1840/1879] lr: 9.123e-02, eta: 4 days, 0:17:22, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.5988, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.0984 2021-07-08 16:02:09,303 - mmaction - INFO - Epoch [50][1860/1879] lr: 9.123e-02, eta: 4 days, 0:17:00, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6363, loss_cls: 2.7969, loss: 2.7969, grad_norm: 2.0701 2021-07-08 16:02:36,196 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 16:02:36,208 - mmaction - INFO - 106 BN found 2021-07-08 16:07:08,550 - mmaction - INFO - BN stats updated 2021-07-08 16:10:42,655 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 16:10:43,467 - mmaction - INFO - top1_acc 0.4528 top5_acc 0.7253 2021-07-08 16:10:43,467 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 16:10:43,510 - mmaction - INFO - mean_acc 0.4527 2021-07-08 16:10:44,135 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_50.pth. 2021-07-08 16:10:44,135 - mmaction - INFO - Best top1_acc is 0.4528 at 50 epoch. 2021-07-08 16:10:44,142 - mmaction - INFO - Epoch(val) [50][155] top1_acc: 0.4528, top5_acc: 0.7253, mean_class_accuracy: 0.4527 2021-07-08 16:12:11,649 - mmaction - INFO - Epoch [51][20/1879] lr: 9.088e-02, eta: 4 days, 0:20:01, time: 4.372, data_time: 3.400, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.7893, loss: 2.7893, grad_norm: 2.1067 2021-07-08 16:12:28,395 - mmaction - INFO - Epoch [51][40/1879] lr: 9.088e-02, eta: 4 days, 0:19:39, time: 0.838, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.0670 2021-07-08 16:12:44,922 - mmaction - INFO - Epoch [51][60/1879] lr: 9.088e-02, eta: 4 days, 0:19:15, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6215, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.0668 2021-07-08 16:13:01,546 - mmaction - INFO - Epoch [51][80/1879] lr: 9.088e-02, eta: 4 days, 0:18:52, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6285, loss_cls: 2.8335, loss: 2.8335, grad_norm: 2.1048 2021-07-08 16:13:18,139 - mmaction - INFO - Epoch [51][100/1879] lr: 9.088e-02, eta: 4 days, 0:18:28, time: 0.833, data_time: 0.006, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6293, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.0872 2021-07-08 16:13:34,882 - mmaction - INFO - Epoch [51][120/1879] lr: 9.088e-02, eta: 4 days, 0:18:06, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6285, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.0962 2021-07-08 16:13:51,514 - mmaction - INFO - Epoch [51][140/1879] lr: 9.088e-02, eta: 4 days, 0:17:42, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6230, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.1284 2021-07-08 16:14:08,267 - mmaction - INFO - Epoch [51][160/1879] lr: 9.088e-02, eta: 4 days, 0:17:20, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6266, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.0664 2021-07-08 16:14:24,979 - mmaction - INFO - Epoch [51][180/1879] lr: 9.088e-02, eta: 4 days, 0:16:57, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.8731, loss: 2.8731, grad_norm: 2.0847 2021-07-08 16:14:41,847 - mmaction - INFO - Epoch [51][200/1879] lr: 9.088e-02, eta: 4 days, 0:16:34, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6227, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.1624 2021-07-08 16:14:58,690 - mmaction - INFO - Epoch [51][220/1879] lr: 9.088e-02, eta: 4 days, 0:16:12, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6246, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.1414 2021-07-08 16:15:15,869 - mmaction - INFO - Epoch [51][240/1879] lr: 9.088e-02, eta: 4 days, 0:15:51, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6305, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.0819 2021-07-08 16:15:32,934 - mmaction - INFO - Epoch [51][260/1879] lr: 9.088e-02, eta: 4 days, 0:15:30, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6387, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.0900 2021-07-08 16:15:50,086 - mmaction - INFO - Epoch [51][280/1879] lr: 9.088e-02, eta: 4 days, 0:15:09, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8094, loss: 2.8094, grad_norm: 2.0990 2021-07-08 16:16:06,949 - mmaction - INFO - Epoch [51][300/1879] lr: 9.088e-02, eta: 4 days, 0:14:47, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6055, loss_cls: 2.8643, loss: 2.8643, grad_norm: 2.0516 2021-07-08 16:16:24,068 - mmaction - INFO - Epoch [51][320/1879] lr: 9.088e-02, eta: 4 days, 0:14:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6094, loss_cls: 2.8994, loss: 2.8994, grad_norm: 2.0937 2021-07-08 16:16:41,020 - mmaction - INFO - Epoch [51][340/1879] lr: 9.088e-02, eta: 4 days, 0:14:03, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6254, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.0764 2021-07-08 16:16:57,983 - mmaction - INFO - Epoch [51][360/1879] lr: 9.088e-02, eta: 4 days, 0:13:42, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6387, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.0379 2021-07-08 16:17:14,972 - mmaction - INFO - Epoch [51][380/1879] lr: 9.088e-02, eta: 4 days, 0:13:20, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6254, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.1116 2021-07-08 16:17:31,948 - mmaction - INFO - Epoch [51][400/1879] lr: 9.088e-02, eta: 4 days, 0:12:58, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6305, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.0730 2021-07-08 16:17:49,207 - mmaction - INFO - Epoch [51][420/1879] lr: 9.088e-02, eta: 4 days, 0:12:37, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6250, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.1423 2021-07-08 16:18:06,196 - mmaction - INFO - Epoch [51][440/1879] lr: 9.088e-02, eta: 4 days, 0:12:16, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6398, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.1132 2021-07-08 16:18:23,158 - mmaction - INFO - Epoch [51][460/1879] lr: 9.088e-02, eta: 4 days, 0:11:54, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6242, loss_cls: 2.8164, loss: 2.8164, grad_norm: 2.1497 2021-07-08 16:18:40,411 - mmaction - INFO - Epoch [51][480/1879] lr: 9.088e-02, eta: 4 days, 0:11:33, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6145, loss_cls: 2.8704, loss: 2.8704, grad_norm: 2.0976 2021-07-08 16:18:57,537 - mmaction - INFO - Epoch [51][500/1879] lr: 9.088e-02, eta: 4 days, 0:11:12, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6160, loss_cls: 2.8860, loss: 2.8860, grad_norm: 2.0858 2021-07-08 16:19:14,758 - mmaction - INFO - Epoch [51][520/1879] lr: 9.088e-02, eta: 4 days, 0:10:51, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6246, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.0958 2021-07-08 16:19:31,876 - mmaction - INFO - Epoch [51][540/1879] lr: 9.088e-02, eta: 4 days, 0:10:30, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6453, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.0747 2021-07-08 16:19:49,169 - mmaction - INFO - Epoch [51][560/1879] lr: 9.088e-02, eta: 4 days, 0:10:10, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6137, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.1485 2021-07-08 16:20:06,255 - mmaction - INFO - Epoch [51][580/1879] lr: 9.088e-02, eta: 4 days, 0:09:49, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6180, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.1228 2021-07-08 16:20:23,238 - mmaction - INFO - Epoch [51][600/1879] lr: 9.088e-02, eta: 4 days, 0:09:27, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6215, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.1005 2021-07-08 16:20:40,516 - mmaction - INFO - Epoch [51][620/1879] lr: 9.088e-02, eta: 4 days, 0:09:06, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6301, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.1064 2021-07-08 16:20:57,622 - mmaction - INFO - Epoch [51][640/1879] lr: 9.088e-02, eta: 4 days, 0:08:45, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.1046 2021-07-08 16:21:14,705 - mmaction - INFO - Epoch [51][660/1879] lr: 9.088e-02, eta: 4 days, 0:08:24, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6223, loss_cls: 2.8742, loss: 2.8742, grad_norm: 2.1196 2021-07-08 16:21:31,889 - mmaction - INFO - Epoch [51][680/1879] lr: 9.088e-02, eta: 4 days, 0:08:03, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6250, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.0743 2021-07-08 16:21:48,965 - mmaction - INFO - Epoch [51][700/1879] lr: 9.088e-02, eta: 4 days, 0:07:42, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6297, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.1266 2021-07-08 16:22:06,203 - mmaction - INFO - Epoch [51][720/1879] lr: 9.088e-02, eta: 4 days, 0:07:21, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6121, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.0899 2021-07-08 16:22:23,475 - mmaction - INFO - Epoch [51][740/1879] lr: 9.088e-02, eta: 4 days, 0:07:00, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6316, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.1036 2021-07-08 16:22:40,834 - mmaction - INFO - Epoch [51][760/1879] lr: 9.088e-02, eta: 4 days, 0:06:40, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6266, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.1523 2021-07-08 16:22:58,012 - mmaction - INFO - Epoch [51][780/1879] lr: 9.088e-02, eta: 4 days, 0:06:19, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6137, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.1334 2021-07-08 16:23:15,074 - mmaction - INFO - Epoch [51][800/1879] lr: 9.088e-02, eta: 4 days, 0:05:58, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6230, loss_cls: 2.8718, loss: 2.8718, grad_norm: 2.1030 2021-07-08 16:23:32,473 - mmaction - INFO - Epoch [51][820/1879] lr: 9.088e-02, eta: 4 days, 0:05:38, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6242, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.0662 2021-07-08 16:23:49,572 - mmaction - INFO - Epoch [51][840/1879] lr: 9.088e-02, eta: 4 days, 0:05:17, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8508, loss: 2.8508, grad_norm: 2.1233 2021-07-08 16:24:06,844 - mmaction - INFO - Epoch [51][860/1879] lr: 9.088e-02, eta: 4 days, 0:04:56, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6293, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.1016 2021-07-08 16:24:24,045 - mmaction - INFO - Epoch [51][880/1879] lr: 9.088e-02, eta: 4 days, 0:04:35, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6125, loss_cls: 2.9024, loss: 2.9024, grad_norm: 2.0892 2021-07-08 16:24:41,238 - mmaction - INFO - Epoch [51][900/1879] lr: 9.088e-02, eta: 4 days, 0:04:15, time: 0.860, data_time: 0.000, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6090, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.1182 2021-07-08 16:24:58,609 - mmaction - INFO - Epoch [51][920/1879] lr: 9.088e-02, eta: 4 days, 0:03:54, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6328, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.1026 2021-07-08 16:25:15,696 - mmaction - INFO - Epoch [51][940/1879] lr: 9.088e-02, eta: 4 days, 0:03:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6254, loss_cls: 2.8747, loss: 2.8747, grad_norm: 2.1237 2021-07-08 16:25:32,905 - mmaction - INFO - Epoch [51][960/1879] lr: 9.088e-02, eta: 4 days, 0:03:12, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6289, loss_cls: 2.8153, loss: 2.8153, grad_norm: 2.0922 2021-07-08 16:25:49,997 - mmaction - INFO - Epoch [51][980/1879] lr: 9.088e-02, eta: 4 days, 0:02:51, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6289, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.0554 2021-07-08 16:26:07,169 - mmaction - INFO - Epoch [51][1000/1879] lr: 9.088e-02, eta: 4 days, 0:02:30, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6121, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.0956 2021-07-08 16:26:24,357 - mmaction - INFO - Epoch [51][1020/1879] lr: 9.088e-02, eta: 4 days, 0:02:09, time: 0.863, data_time: 0.010, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6102, loss_cls: 2.8940, loss: 2.8940, grad_norm: 2.1080 2021-07-08 16:26:41,630 - mmaction - INFO - Epoch [51][1040/1879] lr: 9.088e-02, eta: 4 days, 0:01:49, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6160, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.1048 2021-07-08 16:26:58,775 - mmaction - INFO - Epoch [51][1060/1879] lr: 9.088e-02, eta: 4 days, 0:01:28, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.1145 2021-07-08 16:27:16,053 - mmaction - INFO - Epoch [51][1080/1879] lr: 9.088e-02, eta: 4 days, 0:01:07, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6082, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.0776 2021-07-08 16:27:33,148 - mmaction - INFO - Epoch [51][1100/1879] lr: 9.088e-02, eta: 4 days, 0:00:46, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6164, loss_cls: 2.8583, loss: 2.8583, grad_norm: 2.0946 2021-07-08 16:27:50,316 - mmaction - INFO - Epoch [51][1120/1879] lr: 9.088e-02, eta: 4 days, 0:00:25, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 2.9264, loss: 2.9264, grad_norm: 2.1255 2021-07-08 16:28:07,553 - mmaction - INFO - Epoch [51][1140/1879] lr: 9.088e-02, eta: 4 days, 0:00:04, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6129, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.0787 2021-07-08 16:28:24,651 - mmaction - INFO - Epoch [51][1160/1879] lr: 9.088e-02, eta: 3 days, 23:59:43, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6117, loss_cls: 2.9476, loss: 2.9476, grad_norm: 2.1230 2021-07-08 16:28:41,688 - mmaction - INFO - Epoch [51][1180/1879] lr: 9.088e-02, eta: 3 days, 23:59:22, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6227, loss_cls: 2.9253, loss: 2.9253, grad_norm: 2.1466 2021-07-08 16:28:58,969 - mmaction - INFO - Epoch [51][1200/1879] lr: 9.088e-02, eta: 3 days, 23:59:01, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6191, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.0626 2021-07-08 16:29:16,095 - mmaction - INFO - Epoch [51][1220/1879] lr: 9.088e-02, eta: 3 days, 23:58:40, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6285, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.0576 2021-07-08 16:29:33,279 - mmaction - INFO - Epoch [51][1240/1879] lr: 9.088e-02, eta: 3 days, 23:58:19, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6293, loss_cls: 2.8225, loss: 2.8225, grad_norm: 2.0525 2021-07-08 16:29:50,459 - mmaction - INFO - Epoch [51][1260/1879] lr: 9.088e-02, eta: 3 days, 23:57:59, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6215, loss_cls: 2.8631, loss: 2.8631, grad_norm: 2.1363 2021-07-08 16:30:07,581 - mmaction - INFO - Epoch [51][1280/1879] lr: 9.088e-02, eta: 3 days, 23:57:38, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6145, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.1084 2021-07-08 16:30:24,595 - mmaction - INFO - Epoch [51][1300/1879] lr: 9.088e-02, eta: 3 days, 23:57:16, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6184, loss_cls: 2.8112, loss: 2.8112, grad_norm: 2.0655 2021-07-08 16:30:41,942 - mmaction - INFO - Epoch [51][1320/1879] lr: 9.088e-02, eta: 3 days, 23:56:56, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6082, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.0926 2021-07-08 16:30:59,154 - mmaction - INFO - Epoch [51][1340/1879] lr: 9.088e-02, eta: 3 days, 23:56:35, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.1436 2021-07-08 16:31:16,229 - mmaction - INFO - Epoch [51][1360/1879] lr: 9.088e-02, eta: 3 days, 23:56:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6293, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.1478 2021-07-08 16:31:33,391 - mmaction - INFO - Epoch [51][1380/1879] lr: 9.088e-02, eta: 3 days, 23:55:53, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6219, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.1081 2021-07-08 16:31:50,450 - mmaction - INFO - Epoch [51][1400/1879] lr: 9.088e-02, eta: 3 days, 23:55:32, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6324, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.0943 2021-07-08 16:32:07,459 - mmaction - INFO - Epoch [51][1420/1879] lr: 9.088e-02, eta: 3 days, 23:55:10, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6020, loss_cls: 2.9600, loss: 2.9600, grad_norm: 2.1177 2021-07-08 16:32:24,654 - mmaction - INFO - Epoch [51][1440/1879] lr: 9.088e-02, eta: 3 days, 23:54:49, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5973, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.1214 2021-07-08 16:32:41,906 - mmaction - INFO - Epoch [51][1460/1879] lr: 9.088e-02, eta: 3 days, 23:54:29, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6184, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.0960 2021-07-08 16:32:59,073 - mmaction - INFO - Epoch [51][1480/1879] lr: 9.088e-02, eta: 3 days, 23:54:08, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6277, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.1278 2021-07-08 16:33:16,262 - mmaction - INFO - Epoch [51][1500/1879] lr: 9.088e-02, eta: 3 days, 23:53:47, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6309, loss_cls: 2.8230, loss: 2.8230, grad_norm: 2.1319 2021-07-08 16:33:33,497 - mmaction - INFO - Epoch [51][1520/1879] lr: 9.088e-02, eta: 3 days, 23:53:26, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6305, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.1043 2021-07-08 16:33:50,428 - mmaction - INFO - Epoch [51][1540/1879] lr: 9.088e-02, eta: 3 days, 23:53:04, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6277, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.0822 2021-07-08 16:34:07,591 - mmaction - INFO - Epoch [51][1560/1879] lr: 9.088e-02, eta: 3 days, 23:52:44, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6230, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.0391 2021-07-08 16:34:24,587 - mmaction - INFO - Epoch [51][1580/1879] lr: 9.088e-02, eta: 3 days, 23:52:22, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6281, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.0983 2021-07-08 16:34:41,739 - mmaction - INFO - Epoch [51][1600/1879] lr: 9.088e-02, eta: 3 days, 23:52:01, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9197, loss: 2.9197, grad_norm: 2.1423 2021-07-08 16:34:58,824 - mmaction - INFO - Epoch [51][1620/1879] lr: 9.088e-02, eta: 3 days, 23:51:40, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6328, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.0354 2021-07-08 16:35:15,901 - mmaction - INFO - Epoch [51][1640/1879] lr: 9.088e-02, eta: 3 days, 23:51:18, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6191, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.1208 2021-07-08 16:35:33,100 - mmaction - INFO - Epoch [51][1660/1879] lr: 9.088e-02, eta: 3 days, 23:50:58, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6324, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.1299 2021-07-08 16:35:50,391 - mmaction - INFO - Epoch [51][1680/1879] lr: 9.088e-02, eta: 3 days, 23:50:37, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.1005 2021-07-08 16:36:07,407 - mmaction - INFO - Epoch [51][1700/1879] lr: 9.088e-02, eta: 3 days, 23:50:16, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6320, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.1412 2021-07-08 16:36:24,626 - mmaction - INFO - Epoch [51][1720/1879] lr: 9.088e-02, eta: 3 days, 23:49:55, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6176, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.1147 2021-07-08 16:36:41,946 - mmaction - INFO - Epoch [51][1740/1879] lr: 9.088e-02, eta: 3 days, 23:49:35, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6160, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.0682 2021-07-08 16:36:59,107 - mmaction - INFO - Epoch [51][1760/1879] lr: 9.088e-02, eta: 3 days, 23:49:14, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6062, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.0962 2021-07-08 16:37:16,144 - mmaction - INFO - Epoch [51][1780/1879] lr: 9.088e-02, eta: 3 days, 23:48:53, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6090, loss_cls: 2.8727, loss: 2.8727, grad_norm: 2.0322 2021-07-08 16:37:33,323 - mmaction - INFO - Epoch [51][1800/1879] lr: 9.088e-02, eta: 3 days, 23:48:32, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6238, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.1155 2021-07-08 16:37:50,397 - mmaction - INFO - Epoch [51][1820/1879] lr: 9.088e-02, eta: 3 days, 23:48:11, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6203, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.0747 2021-07-08 16:38:07,542 - mmaction - INFO - Epoch [51][1840/1879] lr: 9.088e-02, eta: 3 days, 23:47:50, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6379, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.0941 2021-07-08 16:38:24,659 - mmaction - INFO - Epoch [51][1860/1879] lr: 9.088e-02, eta: 3 days, 23:47:29, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6191, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.0944 2021-07-08 16:38:50,732 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 16:38:50,738 - mmaction - INFO - 106 BN found 2021-07-08 16:43:23,491 - mmaction - INFO - BN stats updated 2021-07-08 16:45:36,480 - mmaction - INFO - Epoch [52][20/1879] lr: 9.052e-02, eta: 3 days, 23:53:19, time: 6.545, data_time: 5.666, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6316, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.1254 2021-07-08 16:45:53,028 - mmaction - INFO - Epoch [52][40/1879] lr: 9.052e-02, eta: 3 days, 23:52:56, time: 0.828, data_time: 0.009, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6152, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.1066 2021-07-08 16:46:09,531 - mmaction - INFO - Epoch [52][60/1879] lr: 9.052e-02, eta: 3 days, 23:52:32, time: 0.826, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6293, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.0828 2021-07-08 16:46:26,124 - mmaction - INFO - Epoch [52][80/1879] lr: 9.052e-02, eta: 3 days, 23:52:09, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6027, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.0795 2021-07-08 16:46:42,766 - mmaction - INFO - Epoch [52][100/1879] lr: 9.052e-02, eta: 3 days, 23:51:46, time: 0.831, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6246, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.1314 2021-07-08 16:46:59,729 - mmaction - INFO - Epoch [52][120/1879] lr: 9.052e-02, eta: 3 days, 23:51:24, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6070, loss_cls: 2.8836, loss: 2.8836, grad_norm: 2.0674 2021-07-08 16:47:16,311 - mmaction - INFO - Epoch [52][140/1879] lr: 9.052e-02, eta: 3 days, 23:51:01, time: 0.828, data_time: 0.001, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6266, loss_cls: 2.7922, loss: 2.7922, grad_norm: 2.0568 2021-07-08 16:47:33,297 - mmaction - INFO - Epoch [52][160/1879] lr: 9.052e-02, eta: 3 days, 23:50:39, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6207, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.1033 2021-07-08 16:47:50,251 - mmaction - INFO - Epoch [52][180/1879] lr: 9.052e-02, eta: 3 days, 23:50:18, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.1609 2021-07-08 16:48:07,271 - mmaction - INFO - Epoch [52][200/1879] lr: 9.052e-02, eta: 3 days, 23:49:56, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6312, loss_cls: 2.8105, loss: 2.8105, grad_norm: 2.1446 2021-07-08 16:48:24,198 - mmaction - INFO - Epoch [52][220/1879] lr: 9.052e-02, eta: 3 days, 23:49:34, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.0847 2021-07-08 16:48:41,336 - mmaction - INFO - Epoch [52][240/1879] lr: 9.052e-02, eta: 3 days, 23:49:13, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6254, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.1100 2021-07-08 16:48:58,393 - mmaction - INFO - Epoch [52][260/1879] lr: 9.052e-02, eta: 3 days, 23:48:52, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6219, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.1105 2021-07-08 16:49:15,493 - mmaction - INFO - Epoch [52][280/1879] lr: 9.052e-02, eta: 3 days, 23:48:30, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6168, loss_cls: 2.8513, loss: 2.8513, grad_norm: 2.0903 2021-07-08 16:49:32,568 - mmaction - INFO - Epoch [52][300/1879] lr: 9.052e-02, eta: 3 days, 23:48:09, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6309, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.1003 2021-07-08 16:49:49,621 - mmaction - INFO - Epoch [52][320/1879] lr: 9.052e-02, eta: 3 days, 23:47:48, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.1284 2021-07-08 16:50:06,835 - mmaction - INFO - Epoch [52][340/1879] lr: 9.052e-02, eta: 3 days, 23:47:27, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6145, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.1393 2021-07-08 16:50:24,031 - mmaction - INFO - Epoch [52][360/1879] lr: 9.052e-02, eta: 3 days, 23:47:06, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6145, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.0961 2021-07-08 16:50:41,066 - mmaction - INFO - Epoch [52][380/1879] lr: 9.052e-02, eta: 3 days, 23:46:45, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6137, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.0487 2021-07-08 16:50:58,171 - mmaction - INFO - Epoch [52][400/1879] lr: 9.052e-02, eta: 3 days, 23:46:23, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6207, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.1871 2021-07-08 16:51:15,431 - mmaction - INFO - Epoch [52][420/1879] lr: 9.052e-02, eta: 3 days, 23:46:03, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6285, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.0847 2021-07-08 16:51:32,724 - mmaction - INFO - Epoch [52][440/1879] lr: 9.052e-02, eta: 3 days, 23:45:42, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6223, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.1092 2021-07-08 16:51:49,685 - mmaction - INFO - Epoch [52][460/1879] lr: 9.052e-02, eta: 3 days, 23:45:21, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6121, loss_cls: 2.9254, loss: 2.9254, grad_norm: 2.1100 2021-07-08 16:52:06,847 - mmaction - INFO - Epoch [52][480/1879] lr: 9.052e-02, eta: 3 days, 23:45:00, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6383, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.0900 2021-07-08 16:52:23,907 - mmaction - INFO - Epoch [52][500/1879] lr: 9.052e-02, eta: 3 days, 23:44:39, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6164, loss_cls: 2.8658, loss: 2.8658, grad_norm: 2.1217 2021-07-08 16:52:40,996 - mmaction - INFO - Epoch [52][520/1879] lr: 9.052e-02, eta: 3 days, 23:44:17, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6176, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.1313 2021-07-08 16:52:57,965 - mmaction - INFO - Epoch [52][540/1879] lr: 9.052e-02, eta: 3 days, 23:43:55, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6430, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.0820 2021-07-08 16:53:15,036 - mmaction - INFO - Epoch [52][560/1879] lr: 9.052e-02, eta: 3 days, 23:43:34, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6352, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.1606 2021-07-08 16:53:32,193 - mmaction - INFO - Epoch [52][580/1879] lr: 9.052e-02, eta: 3 days, 23:43:13, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6020, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.1030 2021-07-08 16:53:49,348 - mmaction - INFO - Epoch [52][600/1879] lr: 9.052e-02, eta: 3 days, 23:42:52, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8857, loss: 2.8857, grad_norm: 2.1211 2021-07-08 16:54:06,446 - mmaction - INFO - Epoch [52][620/1879] lr: 9.052e-02, eta: 3 days, 23:42:31, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6457, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.0977 2021-07-08 16:54:23,519 - mmaction - INFO - Epoch [52][640/1879] lr: 9.052e-02, eta: 3 days, 23:42:10, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.0946 2021-07-08 16:54:40,647 - mmaction - INFO - Epoch [52][660/1879] lr: 9.052e-02, eta: 3 days, 23:41:49, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6223, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.0688 2021-07-08 16:54:57,721 - mmaction - INFO - Epoch [52][680/1879] lr: 9.052e-02, eta: 3 days, 23:41:27, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6195, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.1212 2021-07-08 16:55:14,755 - mmaction - INFO - Epoch [52][700/1879] lr: 9.052e-02, eta: 3 days, 23:41:06, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6188, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.1070 2021-07-08 16:55:31,801 - mmaction - INFO - Epoch [52][720/1879] lr: 9.052e-02, eta: 3 days, 23:40:45, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6336, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.1567 2021-07-08 16:55:48,853 - mmaction - INFO - Epoch [52][740/1879] lr: 9.052e-02, eta: 3 days, 23:40:23, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6137, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.1023 2021-07-08 16:56:05,911 - mmaction - INFO - Epoch [52][760/1879] lr: 9.052e-02, eta: 3 days, 23:40:02, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6242, loss_cls: 2.8464, loss: 2.8464, grad_norm: 2.0753 2021-07-08 16:56:22,765 - mmaction - INFO - Epoch [52][780/1879] lr: 9.052e-02, eta: 3 days, 23:39:40, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6223, loss_cls: 2.8443, loss: 2.8443, grad_norm: 2.1265 2021-07-08 16:56:39,948 - mmaction - INFO - Epoch [52][800/1879] lr: 9.052e-02, eta: 3 days, 23:39:19, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.0853 2021-07-08 16:56:56,910 - mmaction - INFO - Epoch [52][820/1879] lr: 9.052e-02, eta: 3 days, 23:38:57, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6098, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.0843 2021-07-08 16:57:13,973 - mmaction - INFO - Epoch [52][840/1879] lr: 9.052e-02, eta: 3 days, 23:38:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6199, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.1033 2021-07-08 16:57:30,841 - mmaction - INFO - Epoch [52][860/1879] lr: 9.052e-02, eta: 3 days, 23:38:14, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6262, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.1519 2021-07-08 16:57:48,053 - mmaction - INFO - Epoch [52][880/1879] lr: 9.052e-02, eta: 3 days, 23:37:53, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6297, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.0839 2021-07-08 16:58:05,095 - mmaction - INFO - Epoch [52][900/1879] lr: 9.052e-02, eta: 3 days, 23:37:32, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.1274 2021-07-08 16:58:22,234 - mmaction - INFO - Epoch [52][920/1879] lr: 9.052e-02, eta: 3 days, 23:37:11, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6273, loss_cls: 2.8335, loss: 2.8335, grad_norm: 2.1051 2021-07-08 16:58:39,264 - mmaction - INFO - Epoch [52][940/1879] lr: 9.052e-02, eta: 3 days, 23:36:49, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6074, loss_cls: 2.9360, loss: 2.9360, grad_norm: 2.0702 2021-07-08 16:58:56,340 - mmaction - INFO - Epoch [52][960/1879] lr: 9.052e-02, eta: 3 days, 23:36:28, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6270, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.0651 2021-07-08 16:59:13,452 - mmaction - INFO - Epoch [52][980/1879] lr: 9.052e-02, eta: 3 days, 23:36:07, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6344, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.0433 2021-07-08 16:59:30,462 - mmaction - INFO - Epoch [52][1000/1879] lr: 9.052e-02, eta: 3 days, 23:35:45, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.0964 2021-07-08 16:59:47,680 - mmaction - INFO - Epoch [52][1020/1879] lr: 9.052e-02, eta: 3 days, 23:35:25, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6117, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.0970 2021-07-08 17:00:04,866 - mmaction - INFO - Epoch [52][1040/1879] lr: 9.052e-02, eta: 3 days, 23:35:04, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6078, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.1004 2021-07-08 17:00:21,961 - mmaction - INFO - Epoch [52][1060/1879] lr: 9.052e-02, eta: 3 days, 23:34:43, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6113, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.1713 2021-07-08 17:00:38,851 - mmaction - INFO - Epoch [52][1080/1879] lr: 9.052e-02, eta: 3 days, 23:34:21, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6332, loss_cls: 2.8145, loss: 2.8145, grad_norm: 2.0811 2021-07-08 17:00:56,079 - mmaction - INFO - Epoch [52][1100/1879] lr: 9.052e-02, eta: 3 days, 23:34:00, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6504, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.0606 2021-07-08 17:01:13,053 - mmaction - INFO - Epoch [52][1120/1879] lr: 9.052e-02, eta: 3 days, 23:33:38, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6082, loss_cls: 2.9283, loss: 2.9283, grad_norm: 2.1151 2021-07-08 17:01:30,158 - mmaction - INFO - Epoch [52][1140/1879] lr: 9.052e-02, eta: 3 days, 23:33:17, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6305, loss_cls: 2.8317, loss: 2.8317, grad_norm: 2.1050 2021-07-08 17:01:47,235 - mmaction - INFO - Epoch [52][1160/1879] lr: 9.052e-02, eta: 3 days, 23:32:56, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6215, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.1307 2021-07-08 17:02:04,294 - mmaction - INFO - Epoch [52][1180/1879] lr: 9.052e-02, eta: 3 days, 23:32:35, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6191, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.0538 2021-07-08 17:02:21,372 - mmaction - INFO - Epoch [52][1200/1879] lr: 9.052e-02, eta: 3 days, 23:32:14, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6203, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.1053 2021-07-08 17:02:38,287 - mmaction - INFO - Epoch [52][1220/1879] lr: 9.052e-02, eta: 3 days, 23:31:52, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.1366 2021-07-08 17:02:55,189 - mmaction - INFO - Epoch [52][1240/1879] lr: 9.052e-02, eta: 3 days, 23:31:30, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6199, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.0860 2021-07-08 17:03:12,485 - mmaction - INFO - Epoch [52][1260/1879] lr: 9.052e-02, eta: 3 days, 23:31:09, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6340, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.0846 2021-07-08 17:03:29,523 - mmaction - INFO - Epoch [52][1280/1879] lr: 9.052e-02, eta: 3 days, 23:30:48, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.1320 2021-07-08 17:03:46,557 - mmaction - INFO - Epoch [52][1300/1879] lr: 9.052e-02, eta: 3 days, 23:30:27, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6297, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.0909 2021-07-08 17:04:03,541 - mmaction - INFO - Epoch [52][1320/1879] lr: 9.052e-02, eta: 3 days, 23:30:05, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6160, loss_cls: 2.8869, loss: 2.8869, grad_norm: 2.1672 2021-07-08 17:04:20,605 - mmaction - INFO - Epoch [52][1340/1879] lr: 9.052e-02, eta: 3 days, 23:29:44, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6293, loss_cls: 2.8090, loss: 2.8090, grad_norm: 2.0665 2021-07-08 17:04:37,599 - mmaction - INFO - Epoch [52][1360/1879] lr: 9.052e-02, eta: 3 days, 23:29:22, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.0951 2021-07-08 17:04:54,669 - mmaction - INFO - Epoch [52][1380/1879] lr: 9.052e-02, eta: 3 days, 23:29:01, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6297, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.0607 2021-07-08 17:05:11,717 - mmaction - INFO - Epoch [52][1400/1879] lr: 9.052e-02, eta: 3 days, 23:28:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.0687 2021-07-08 17:05:28,712 - mmaction - INFO - Epoch [52][1420/1879] lr: 9.052e-02, eta: 3 days, 23:28:18, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6410, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.0802 2021-07-08 17:05:45,816 - mmaction - INFO - Epoch [52][1440/1879] lr: 9.052e-02, eta: 3 days, 23:27:57, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6152, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.1104 2021-07-08 17:06:02,755 - mmaction - INFO - Epoch [52][1460/1879] lr: 9.052e-02, eta: 3 days, 23:27:35, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6141, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.0585 2021-07-08 17:06:19,837 - mmaction - INFO - Epoch [52][1480/1879] lr: 9.052e-02, eta: 3 days, 23:27:14, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6359, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.0915 2021-07-08 17:06:36,917 - mmaction - INFO - Epoch [52][1500/1879] lr: 9.052e-02, eta: 3 days, 23:26:53, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6074, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.1550 2021-07-08 17:06:54,021 - mmaction - INFO - Epoch [52][1520/1879] lr: 9.052e-02, eta: 3 days, 23:26:32, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6086, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.1414 2021-07-08 17:07:11,175 - mmaction - INFO - Epoch [52][1540/1879] lr: 9.052e-02, eta: 3 days, 23:26:11, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6344, loss_cls: 2.8023, loss: 2.8023, grad_norm: 2.0435 2021-07-08 17:07:28,319 - mmaction - INFO - Epoch [52][1560/1879] lr: 9.052e-02, eta: 3 days, 23:25:50, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6094, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.0983 2021-07-08 17:07:45,365 - mmaction - INFO - Epoch [52][1580/1879] lr: 9.052e-02, eta: 3 days, 23:25:29, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6371, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.0850 2021-07-08 17:08:02,585 - mmaction - INFO - Epoch [52][1600/1879] lr: 9.052e-02, eta: 3 days, 23:25:08, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.0764 2021-07-08 17:08:19,587 - mmaction - INFO - Epoch [52][1620/1879] lr: 9.052e-02, eta: 3 days, 23:24:47, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6234, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.1320 2021-07-08 17:08:36,732 - mmaction - INFO - Epoch [52][1640/1879] lr: 9.052e-02, eta: 3 days, 23:24:26, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6363, loss_cls: 2.8091, loss: 2.8091, grad_norm: 2.1209 2021-07-08 17:08:53,791 - mmaction - INFO - Epoch [52][1660/1879] lr: 9.052e-02, eta: 3 days, 23:24:05, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8473, loss: 2.8473, grad_norm: 2.1143 2021-07-08 17:09:11,023 - mmaction - INFO - Epoch [52][1680/1879] lr: 9.052e-02, eta: 3 days, 23:23:44, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6156, loss_cls: 2.8883, loss: 2.8883, grad_norm: 2.0827 2021-07-08 17:09:28,006 - mmaction - INFO - Epoch [52][1700/1879] lr: 9.052e-02, eta: 3 days, 23:23:22, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6316, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.0939 2021-07-08 17:09:45,045 - mmaction - INFO - Epoch [52][1720/1879] lr: 9.052e-02, eta: 3 days, 23:23:01, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6078, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.1148 2021-07-08 17:10:02,014 - mmaction - INFO - Epoch [52][1740/1879] lr: 9.052e-02, eta: 3 days, 23:22:39, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6301, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.0743 2021-07-08 17:10:19,064 - mmaction - INFO - Epoch [52][1760/1879] lr: 9.052e-02, eta: 3 days, 23:22:18, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6293, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.0804 2021-07-08 17:10:36,120 - mmaction - INFO - Epoch [52][1780/1879] lr: 9.052e-02, eta: 3 days, 23:21:57, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6402, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.1244 2021-07-08 17:10:53,140 - mmaction - INFO - Epoch [52][1800/1879] lr: 9.052e-02, eta: 3 days, 23:21:36, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6203, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.1103 2021-07-08 17:11:10,222 - mmaction - INFO - Epoch [52][1820/1879] lr: 9.052e-02, eta: 3 days, 23:21:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6137, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.1199 2021-07-08 17:11:27,218 - mmaction - INFO - Epoch [52][1840/1879] lr: 9.052e-02, eta: 3 days, 23:20:53, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6160, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.1554 2021-07-08 17:11:44,273 - mmaction - INFO - Epoch [52][1860/1879] lr: 9.052e-02, eta: 3 days, 23:20:32, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6473, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.0879 2021-07-08 17:12:11,457 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 17:12:11,468 - mmaction - INFO - 106 BN found 2021-07-08 17:16:43,498 - mmaction - INFO - BN stats updated 2021-07-08 17:16:45,516 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-07-08 17:17:58,955 - mmaction - INFO - Epoch [53][20/1879] lr: 9.016e-02, eta: 3 days, 23:22:14, time: 3.499, data_time: 2.651, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6344, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.0848 2021-07-08 17:18:15,462 - mmaction - INFO - Epoch [53][40/1879] lr: 9.016e-02, eta: 3 days, 23:21:51, time: 0.825, data_time: 0.007, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6332, loss_cls: 2.8209, loss: 2.8209, grad_norm: 2.1202 2021-07-08 17:18:32,005 - mmaction - INFO - Epoch [53][60/1879] lr: 9.016e-02, eta: 3 days, 23:21:27, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6363, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.0701 2021-07-08 17:18:48,617 - mmaction - INFO - Epoch [53][80/1879] lr: 9.016e-02, eta: 3 days, 23:21:04, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.1304 2021-07-08 17:19:05,247 - mmaction - INFO - Epoch [53][100/1879] lr: 9.016e-02, eta: 3 days, 23:20:41, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6352, loss_cls: 2.8150, loss: 2.8150, grad_norm: 2.1252 2021-07-08 17:19:22,108 - mmaction - INFO - Epoch [53][120/1879] lr: 9.016e-02, eta: 3 days, 23:20:19, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6262, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.1023 2021-07-08 17:19:38,821 - mmaction - INFO - Epoch [53][140/1879] lr: 9.016e-02, eta: 3 days, 23:19:57, time: 0.836, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6355, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.0809 2021-07-08 17:19:55,772 - mmaction - INFO - Epoch [53][160/1879] lr: 9.016e-02, eta: 3 days, 23:19:35, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6309, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.1811 2021-07-08 17:20:13,056 - mmaction - INFO - Epoch [53][180/1879] lr: 9.016e-02, eta: 3 days, 23:19:15, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6113, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.1076 2021-07-08 17:20:30,050 - mmaction - INFO - Epoch [53][200/1879] lr: 9.016e-02, eta: 3 days, 23:18:53, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.1381 2021-07-08 17:20:47,092 - mmaction - INFO - Epoch [53][220/1879] lr: 9.016e-02, eta: 3 days, 23:18:32, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6137, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.1346 2021-07-08 17:21:04,151 - mmaction - INFO - Epoch [53][240/1879] lr: 9.016e-02, eta: 3 days, 23:18:10, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.1784 2021-07-08 17:21:21,196 - mmaction - INFO - Epoch [53][260/1879] lr: 9.016e-02, eta: 3 days, 23:17:49, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6258, loss_cls: 2.8209, loss: 2.8209, grad_norm: 2.0901 2021-07-08 17:21:38,288 - mmaction - INFO - Epoch [53][280/1879] lr: 9.016e-02, eta: 3 days, 23:17:28, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6230, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.0971 2021-07-08 17:21:55,215 - mmaction - INFO - Epoch [53][300/1879] lr: 9.016e-02, eta: 3 days, 23:17:07, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.1330 2021-07-08 17:22:12,374 - mmaction - INFO - Epoch [53][320/1879] lr: 9.016e-02, eta: 3 days, 23:16:46, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6352, loss_cls: 2.8014, loss: 2.8014, grad_norm: 2.1857 2021-07-08 17:22:29,449 - mmaction - INFO - Epoch [53][340/1879] lr: 9.016e-02, eta: 3 days, 23:16:24, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6305, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.1389 2021-07-08 17:22:46,605 - mmaction - INFO - Epoch [53][360/1879] lr: 9.016e-02, eta: 3 days, 23:16:04, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6297, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.0668 2021-07-08 17:23:03,711 - mmaction - INFO - Epoch [53][380/1879] lr: 9.016e-02, eta: 3 days, 23:15:42, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6102, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.1241 2021-07-08 17:23:20,737 - mmaction - INFO - Epoch [53][400/1879] lr: 9.016e-02, eta: 3 days, 23:15:21, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6211, loss_cls: 2.8485, loss: 2.8485, grad_norm: 2.1188 2021-07-08 17:23:37,910 - mmaction - INFO - Epoch [53][420/1879] lr: 9.016e-02, eta: 3 days, 23:15:00, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6328, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.1474 2021-07-08 17:23:54,911 - mmaction - INFO - Epoch [53][440/1879] lr: 9.016e-02, eta: 3 days, 23:14:39, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6223, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.1497 2021-07-08 17:24:12,058 - mmaction - INFO - Epoch [53][460/1879] lr: 9.016e-02, eta: 3 days, 23:14:18, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6309, loss_cls: 2.8010, loss: 2.8010, grad_norm: 2.1051 2021-07-08 17:24:29,034 - mmaction - INFO - Epoch [53][480/1879] lr: 9.016e-02, eta: 3 days, 23:13:56, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6133, loss_cls: 2.8823, loss: 2.8823, grad_norm: 2.1168 2021-07-08 17:24:46,162 - mmaction - INFO - Epoch [53][500/1879] lr: 9.016e-02, eta: 3 days, 23:13:35, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6176, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.1718 2021-07-08 17:25:03,246 - mmaction - INFO - Epoch [53][520/1879] lr: 9.016e-02, eta: 3 days, 23:13:14, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6465, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.1235 2021-07-08 17:25:20,677 - mmaction - INFO - Epoch [53][540/1879] lr: 9.016e-02, eta: 3 days, 23:12:55, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6336, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.1247 2021-07-08 17:25:37,779 - mmaction - INFO - Epoch [53][560/1879] lr: 9.016e-02, eta: 3 days, 23:12:33, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6418, loss_cls: 2.7549, loss: 2.7549, grad_norm: 2.1425 2021-07-08 17:25:54,745 - mmaction - INFO - Epoch [53][580/1879] lr: 9.016e-02, eta: 3 days, 23:12:12, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6105, loss_cls: 2.8698, loss: 2.8698, grad_norm: 2.1451 2021-07-08 17:26:12,015 - mmaction - INFO - Epoch [53][600/1879] lr: 9.016e-02, eta: 3 days, 23:11:52, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6207, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.1375 2021-07-08 17:26:29,236 - mmaction - INFO - Epoch [53][620/1879] lr: 9.016e-02, eta: 3 days, 23:11:31, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6215, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.1040 2021-07-08 17:26:46,356 - mmaction - INFO - Epoch [53][640/1879] lr: 9.016e-02, eta: 3 days, 23:11:10, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6062, loss_cls: 2.9374, loss: 2.9374, grad_norm: 2.1114 2021-07-08 17:27:03,470 - mmaction - INFO - Epoch [53][660/1879] lr: 9.016e-02, eta: 3 days, 23:10:49, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.1432 2021-07-08 17:27:20,570 - mmaction - INFO - Epoch [53][680/1879] lr: 9.016e-02, eta: 3 days, 23:10:28, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.1359 2021-07-08 17:27:37,638 - mmaction - INFO - Epoch [53][700/1879] lr: 9.016e-02, eta: 3 days, 23:10:07, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6281, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.1323 2021-07-08 17:27:54,556 - mmaction - INFO - Epoch [53][720/1879] lr: 9.016e-02, eta: 3 days, 23:09:45, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6188, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.1345 2021-07-08 17:28:11,565 - mmaction - INFO - Epoch [53][740/1879] lr: 9.016e-02, eta: 3 days, 23:09:23, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6172, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.0989 2021-07-08 17:28:28,776 - mmaction - INFO - Epoch [53][760/1879] lr: 9.016e-02, eta: 3 days, 23:09:03, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6062, loss_cls: 2.8709, loss: 2.8709, grad_norm: 2.1077 2021-07-08 17:28:45,877 - mmaction - INFO - Epoch [53][780/1879] lr: 9.016e-02, eta: 3 days, 23:08:42, time: 0.854, data_time: 0.007, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6277, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.1106 2021-07-08 17:29:02,960 - mmaction - INFO - Epoch [53][800/1879] lr: 9.016e-02, eta: 3 days, 23:08:21, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6387, loss_cls: 2.7948, loss: 2.7948, grad_norm: 2.1526 2021-07-08 17:29:20,104 - mmaction - INFO - Epoch [53][820/1879] lr: 9.016e-02, eta: 3 days, 23:08:00, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6273, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.0894 2021-07-08 17:29:37,152 - mmaction - INFO - Epoch [53][840/1879] lr: 9.016e-02, eta: 3 days, 23:07:39, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6215, loss_cls: 2.8378, loss: 2.8378, grad_norm: 2.0632 2021-07-08 17:29:54,252 - mmaction - INFO - Epoch [53][860/1879] lr: 9.016e-02, eta: 3 days, 23:07:18, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6293, loss_cls: 2.7843, loss: 2.7843, grad_norm: 2.0658 2021-07-08 17:30:11,365 - mmaction - INFO - Epoch [53][880/1879] lr: 9.016e-02, eta: 3 days, 23:06:57, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6227, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.0608 2021-07-08 17:30:28,428 - mmaction - INFO - Epoch [53][900/1879] lr: 9.016e-02, eta: 3 days, 23:06:35, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6270, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.0928 2021-07-08 17:30:45,586 - mmaction - INFO - Epoch [53][920/1879] lr: 9.016e-02, eta: 3 days, 23:06:15, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6395, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.1392 2021-07-08 17:31:02,628 - mmaction - INFO - Epoch [53][940/1879] lr: 9.016e-02, eta: 3 days, 23:05:53, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6332, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.1212 2021-07-08 17:31:19,658 - mmaction - INFO - Epoch [53][960/1879] lr: 9.016e-02, eta: 3 days, 23:05:32, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6199, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.1302 2021-07-08 17:31:36,637 - mmaction - INFO - Epoch [53][980/1879] lr: 9.016e-02, eta: 3 days, 23:05:11, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6352, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.1230 2021-07-08 17:31:53,599 - mmaction - INFO - Epoch [53][1000/1879] lr: 9.016e-02, eta: 3 days, 23:04:49, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6266, loss_cls: 2.8225, loss: 2.8225, grad_norm: 2.0831 2021-07-08 17:32:10,708 - mmaction - INFO - Epoch [53][1020/1879] lr: 9.016e-02, eta: 3 days, 23:04:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6199, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.1078 2021-07-08 17:32:27,991 - mmaction - INFO - Epoch [53][1040/1879] lr: 9.016e-02, eta: 3 days, 23:04:08, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6066, loss_cls: 2.9425, loss: 2.9425, grad_norm: 2.1418 2021-07-08 17:32:45,046 - mmaction - INFO - Epoch [53][1060/1879] lr: 9.016e-02, eta: 3 days, 23:03:46, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6117, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.0539 2021-07-08 17:33:02,211 - mmaction - INFO - Epoch [53][1080/1879] lr: 9.016e-02, eta: 3 days, 23:03:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6277, loss_cls: 2.8189, loss: 2.8189, grad_norm: 2.1394 2021-07-08 17:33:19,228 - mmaction - INFO - Epoch [53][1100/1879] lr: 9.016e-02, eta: 3 days, 23:03:04, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.1071 2021-07-08 17:33:36,358 - mmaction - INFO - Epoch [53][1120/1879] lr: 9.016e-02, eta: 3 days, 23:02:43, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6309, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.0833 2021-07-08 17:33:53,535 - mmaction - INFO - Epoch [53][1140/1879] lr: 9.016e-02, eta: 3 days, 23:02:23, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6262, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.1308 2021-07-08 17:34:10,577 - mmaction - INFO - Epoch [53][1160/1879] lr: 9.016e-02, eta: 3 days, 23:02:02, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6145, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.1377 2021-07-08 17:34:27,506 - mmaction - INFO - Epoch [53][1180/1879] lr: 9.016e-02, eta: 3 days, 23:01:40, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6379, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.0542 2021-07-08 17:34:44,678 - mmaction - INFO - Epoch [53][1200/1879] lr: 9.016e-02, eta: 3 days, 23:01:19, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6227, loss_cls: 2.8408, loss: 2.8408, grad_norm: 2.0756 2021-07-08 17:35:01,815 - mmaction - INFO - Epoch [53][1220/1879] lr: 9.016e-02, eta: 3 days, 23:00:58, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6133, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.1140 2021-07-08 17:35:18,766 - mmaction - INFO - Epoch [53][1240/1879] lr: 9.016e-02, eta: 3 days, 23:00:37, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6242, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.1092 2021-07-08 17:35:35,705 - mmaction - INFO - Epoch [53][1260/1879] lr: 9.016e-02, eta: 3 days, 23:00:15, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6285, loss_cls: 2.8138, loss: 2.8138, grad_norm: 2.1000 2021-07-08 17:35:52,777 - mmaction - INFO - Epoch [53][1280/1879] lr: 9.016e-02, eta: 3 days, 22:59:54, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.1216 2021-07-08 17:36:09,852 - mmaction - INFO - Epoch [53][1300/1879] lr: 9.016e-02, eta: 3 days, 22:59:33, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.0710 2021-07-08 17:36:26,936 - mmaction - INFO - Epoch [53][1320/1879] lr: 9.016e-02, eta: 3 days, 22:59:12, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6410, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.0954 2021-07-08 17:36:43,961 - mmaction - INFO - Epoch [53][1340/1879] lr: 9.016e-02, eta: 3 days, 22:58:51, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.0859 2021-07-08 17:37:01,222 - mmaction - INFO - Epoch [53][1360/1879] lr: 9.016e-02, eta: 3 days, 22:58:30, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6223, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.0953 2021-07-08 17:37:18,220 - mmaction - INFO - Epoch [53][1380/1879] lr: 9.016e-02, eta: 3 days, 22:58:09, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.1476 2021-07-08 17:37:35,362 - mmaction - INFO - Epoch [53][1400/1879] lr: 9.016e-02, eta: 3 days, 22:57:48, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6133, loss_cls: 2.8683, loss: 2.8683, grad_norm: 2.1641 2021-07-08 17:37:52,491 - mmaction - INFO - Epoch [53][1420/1879] lr: 9.016e-02, eta: 3 days, 22:57:27, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8651, loss: 2.8651, grad_norm: 2.0776 2021-07-08 17:38:09,565 - mmaction - INFO - Epoch [53][1440/1879] lr: 9.016e-02, eta: 3 days, 22:57:06, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6141, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.1088 2021-07-08 17:38:26,643 - mmaction - INFO - Epoch [53][1460/1879] lr: 9.016e-02, eta: 3 days, 22:56:45, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6078, loss_cls: 2.8859, loss: 2.8859, grad_norm: 2.1481 2021-07-08 17:38:43,900 - mmaction - INFO - Epoch [53][1480/1879] lr: 9.016e-02, eta: 3 days, 22:56:24, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6238, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.0992 2021-07-08 17:39:00,908 - mmaction - INFO - Epoch [53][1500/1879] lr: 9.016e-02, eta: 3 days, 22:56:03, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6336, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.0993 2021-07-08 17:39:17,952 - mmaction - INFO - Epoch [53][1520/1879] lr: 9.016e-02, eta: 3 days, 22:55:42, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.0576 2021-07-08 17:39:34,980 - mmaction - INFO - Epoch [53][1540/1879] lr: 9.016e-02, eta: 3 days, 22:55:21, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6145, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.1457 2021-07-08 17:39:52,086 - mmaction - INFO - Epoch [53][1560/1879] lr: 9.016e-02, eta: 3 days, 22:55:00, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.0972 2021-07-08 17:40:09,104 - mmaction - INFO - Epoch [53][1580/1879] lr: 9.016e-02, eta: 3 days, 22:54:38, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6270, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.0918 2021-07-08 17:40:26,146 - mmaction - INFO - Epoch [53][1600/1879] lr: 9.016e-02, eta: 3 days, 22:54:17, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6242, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.1575 2021-07-08 17:40:43,202 - mmaction - INFO - Epoch [53][1620/1879] lr: 9.016e-02, eta: 3 days, 22:53:56, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.1329 2021-07-08 17:41:00,274 - mmaction - INFO - Epoch [53][1640/1879] lr: 9.016e-02, eta: 3 days, 22:53:35, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6293, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.1438 2021-07-08 17:41:17,502 - mmaction - INFO - Epoch [53][1660/1879] lr: 9.016e-02, eta: 3 days, 22:53:14, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6332, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.1359 2021-07-08 17:41:34,654 - mmaction - INFO - Epoch [53][1680/1879] lr: 9.016e-02, eta: 3 days, 22:52:54, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6059, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.1215 2021-07-08 17:41:51,873 - mmaction - INFO - Epoch [53][1700/1879] lr: 9.016e-02, eta: 3 days, 22:52:33, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6098, loss_cls: 2.8992, loss: 2.8992, grad_norm: 2.0758 2021-07-08 17:42:08,950 - mmaction - INFO - Epoch [53][1720/1879] lr: 9.016e-02, eta: 3 days, 22:52:12, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6184, loss_cls: 2.8525, loss: 2.8525, grad_norm: 2.1048 2021-07-08 17:42:26,114 - mmaction - INFO - Epoch [53][1740/1879] lr: 9.016e-02, eta: 3 days, 22:51:51, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6379, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.1477 2021-07-08 17:42:43,306 - mmaction - INFO - Epoch [53][1760/1879] lr: 9.016e-02, eta: 3 days, 22:51:31, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6102, loss_cls: 2.8918, loss: 2.8918, grad_norm: 2.0690 2021-07-08 17:43:00,309 - mmaction - INFO - Epoch [53][1780/1879] lr: 9.016e-02, eta: 3 days, 22:51:09, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6215, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.0550 2021-07-08 17:43:17,421 - mmaction - INFO - Epoch [53][1800/1879] lr: 9.016e-02, eta: 3 days, 22:50:49, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.9037, loss: 2.9037, grad_norm: 2.1172 2021-07-08 17:43:34,658 - mmaction - INFO - Epoch [53][1820/1879] lr: 9.016e-02, eta: 3 days, 22:50:28, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6254, loss_cls: 2.8444, loss: 2.8444, grad_norm: 2.0889 2021-07-08 17:43:51,741 - mmaction - INFO - Epoch [53][1840/1879] lr: 9.016e-02, eta: 3 days, 22:50:07, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6188, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.1048 2021-07-08 17:44:08,840 - mmaction - INFO - Epoch [53][1860/1879] lr: 9.016e-02, eta: 3 days, 22:49:46, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6285, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.0873 2021-07-08 17:44:28,467 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 17:44:28,471 - mmaction - INFO - 106 BN found 2021-07-08 17:49:00,670 - mmaction - INFO - BN stats updated 2021-07-08 17:51:19,833 - mmaction - INFO - Epoch [54][20/1879] lr: 8.979e-02, eta: 3 days, 22:55:42, time: 6.854, data_time: 5.869, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6203, loss_cls: 2.8559, loss: 2.8559, grad_norm: 2.1012 2021-07-08 17:51:36,451 - mmaction - INFO - Epoch [54][40/1879] lr: 8.979e-02, eta: 3 days, 22:55:19, time: 0.831, data_time: 0.007, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6184, loss_cls: 2.9006, loss: 2.9006, grad_norm: 2.1138 2021-07-08 17:51:52,890 - mmaction - INFO - Epoch [54][60/1879] lr: 8.979e-02, eta: 3 days, 22:54:56, time: 0.824, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6426, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.0998 2021-07-08 17:52:09,467 - mmaction - INFO - Epoch [54][80/1879] lr: 8.979e-02, eta: 3 days, 22:54:33, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6383, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.0789 2021-07-08 17:52:26,153 - mmaction - INFO - Epoch [54][100/1879] lr: 8.979e-02, eta: 3 days, 22:54:10, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6176, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.1260 2021-07-08 17:52:42,811 - mmaction - INFO - Epoch [54][120/1879] lr: 8.979e-02, eta: 3 days, 22:53:47, time: 0.831, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6469, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.0821 2021-07-08 17:52:59,475 - mmaction - INFO - Epoch [54][140/1879] lr: 8.979e-02, eta: 3 days, 22:53:25, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6395, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.1152 2021-07-08 17:53:16,196 - mmaction - INFO - Epoch [54][160/1879] lr: 8.979e-02, eta: 3 days, 22:53:02, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6215, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.1138 2021-07-08 17:53:33,051 - mmaction - INFO - Epoch [54][180/1879] lr: 8.979e-02, eta: 3 days, 22:52:40, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6359, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.1428 2021-07-08 17:53:50,038 - mmaction - INFO - Epoch [54][200/1879] lr: 8.979e-02, eta: 3 days, 22:52:19, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.8853, loss: 2.8853, grad_norm: 2.1474 2021-07-08 17:54:07,140 - mmaction - INFO - Epoch [54][220/1879] lr: 8.979e-02, eta: 3 days, 22:51:58, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6270, loss_cls: 2.8278, loss: 2.8278, grad_norm: 2.0854 2021-07-08 17:54:24,068 - mmaction - INFO - Epoch [54][240/1879] lr: 8.979e-02, eta: 3 days, 22:51:36, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6371, loss_cls: 2.7927, loss: 2.7927, grad_norm: 2.1152 2021-07-08 17:54:41,240 - mmaction - INFO - Epoch [54][260/1879] lr: 8.979e-02, eta: 3 days, 22:51:15, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6305, loss_cls: 2.8258, loss: 2.8258, grad_norm: 2.1779 2021-07-08 17:54:58,227 - mmaction - INFO - Epoch [54][280/1879] lr: 8.979e-02, eta: 3 days, 22:50:54, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6223, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.1154 2021-07-08 17:55:15,405 - mmaction - INFO - Epoch [54][300/1879] lr: 8.979e-02, eta: 3 days, 22:50:33, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.1213 2021-07-08 17:55:32,839 - mmaction - INFO - Epoch [54][320/1879] lr: 8.979e-02, eta: 3 days, 22:50:13, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6152, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.1373 2021-07-08 17:55:49,893 - mmaction - INFO - Epoch [54][340/1879] lr: 8.979e-02, eta: 3 days, 22:49:52, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6133, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.1332 2021-07-08 17:56:07,059 - mmaction - INFO - Epoch [54][360/1879] lr: 8.979e-02, eta: 3 days, 22:49:31, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6109, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.1585 2021-07-08 17:56:24,127 - mmaction - INFO - Epoch [54][380/1879] lr: 8.979e-02, eta: 3 days, 22:49:10, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.0833 2021-07-08 17:56:41,165 - mmaction - INFO - Epoch [54][400/1879] lr: 8.979e-02, eta: 3 days, 22:48:49, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6344, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.1239 2021-07-08 17:56:58,219 - mmaction - INFO - Epoch [54][420/1879] lr: 8.979e-02, eta: 3 days, 22:48:28, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6363, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.1204 2021-07-08 17:57:15,148 - mmaction - INFO - Epoch [54][440/1879] lr: 8.979e-02, eta: 3 days, 22:48:06, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6297, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.0884 2021-07-08 17:57:32,208 - mmaction - INFO - Epoch [54][460/1879] lr: 8.979e-02, eta: 3 days, 22:47:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6145, loss_cls: 2.8693, loss: 2.8693, grad_norm: 2.1214 2021-07-08 17:57:49,307 - mmaction - INFO - Epoch [54][480/1879] lr: 8.979e-02, eta: 3 days, 22:47:24, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6250, loss_cls: 2.8449, loss: 2.8449, grad_norm: 2.1426 2021-07-08 17:58:06,434 - mmaction - INFO - Epoch [54][500/1879] lr: 8.979e-02, eta: 3 days, 22:47:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6383, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1154 2021-07-08 17:58:23,536 - mmaction - INFO - Epoch [54][520/1879] lr: 8.979e-02, eta: 3 days, 22:46:42, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6434, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.1186 2021-07-08 17:58:40,599 - mmaction - INFO - Epoch [54][540/1879] lr: 8.979e-02, eta: 3 days, 22:46:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6168, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.1358 2021-07-08 17:58:57,543 - mmaction - INFO - Epoch [54][560/1879] lr: 8.979e-02, eta: 3 days, 22:45:59, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6141, loss_cls: 2.8800, loss: 2.8800, grad_norm: 2.1752 2021-07-08 17:59:14,720 - mmaction - INFO - Epoch [54][580/1879] lr: 8.979e-02, eta: 3 days, 22:45:39, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6191, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.0897 2021-07-08 17:59:31,804 - mmaction - INFO - Epoch [54][600/1879] lr: 8.979e-02, eta: 3 days, 22:45:17, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.1151 2021-07-08 17:59:48,932 - mmaction - INFO - Epoch [54][620/1879] lr: 8.979e-02, eta: 3 days, 22:44:56, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6270, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.1416 2021-07-08 18:00:15,613 - mmaction - INFO - Epoch [54][640/1879] lr: 8.979e-02, eta: 3 days, 22:45:11, time: 1.321, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6371, loss_cls: 2.7992, loss: 2.7992, grad_norm: 2.0897 2021-07-08 18:00:32,481 - mmaction - INFO - Epoch [54][660/1879] lr: 8.979e-02, eta: 3 days, 22:44:50, time: 0.857, data_time: 0.025, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.1325 2021-07-08 18:00:49,604 - mmaction - INFO - Epoch [54][680/1879] lr: 8.979e-02, eta: 3 days, 22:44:29, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6238, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.1057 2021-07-08 18:01:06,620 - mmaction - INFO - Epoch [54][700/1879] lr: 8.979e-02, eta: 3 days, 22:44:08, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6270, loss_cls: 2.8250, loss: 2.8250, grad_norm: 2.1332 2021-07-08 18:01:23,739 - mmaction - INFO - Epoch [54][720/1879] lr: 8.979e-02, eta: 3 days, 22:43:47, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6078, loss_cls: 2.9600, loss: 2.9600, grad_norm: 2.1983 2021-07-08 18:01:40,689 - mmaction - INFO - Epoch [54][740/1879] lr: 8.979e-02, eta: 3 days, 22:43:25, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6492, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.0654 2021-07-08 18:01:57,734 - mmaction - INFO - Epoch [54][760/1879] lr: 8.979e-02, eta: 3 days, 22:43:04, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6238, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.1339 2021-07-08 18:02:14,928 - mmaction - INFO - Epoch [54][780/1879] lr: 8.979e-02, eta: 3 days, 22:42:43, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6379, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.0835 2021-07-08 18:02:32,055 - mmaction - INFO - Epoch [54][800/1879] lr: 8.979e-02, eta: 3 days, 22:42:23, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6371, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.1158 2021-07-08 18:02:49,171 - mmaction - INFO - Epoch [54][820/1879] lr: 8.979e-02, eta: 3 days, 22:42:02, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6055, loss_cls: 2.9314, loss: 2.9314, grad_norm: 2.1380 2021-07-08 18:03:06,298 - mmaction - INFO - Epoch [54][840/1879] lr: 8.979e-02, eta: 3 days, 22:41:41, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6336, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0990 2021-07-08 18:03:23,416 - mmaction - INFO - Epoch [54][860/1879] lr: 8.979e-02, eta: 3 days, 22:41:20, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6285, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.0656 2021-07-08 18:03:40,649 - mmaction - INFO - Epoch [54][880/1879] lr: 8.979e-02, eta: 3 days, 22:40:59, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6176, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.0974 2021-07-08 18:03:57,731 - mmaction - INFO - Epoch [54][900/1879] lr: 8.979e-02, eta: 3 days, 22:40:38, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6293, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.1736 2021-07-08 18:04:14,740 - mmaction - INFO - Epoch [54][920/1879] lr: 8.979e-02, eta: 3 days, 22:40:17, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.1097 2021-07-08 18:04:31,889 - mmaction - INFO - Epoch [54][940/1879] lr: 8.979e-02, eta: 3 days, 22:39:56, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6191, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.1653 2021-07-08 18:04:48,938 - mmaction - INFO - Epoch [54][960/1879] lr: 8.979e-02, eta: 3 days, 22:39:35, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6250, loss_cls: 2.8472, loss: 2.8472, grad_norm: 2.1323 2021-07-08 18:05:06,021 - mmaction - INFO - Epoch [54][980/1879] lr: 8.979e-02, eta: 3 days, 22:39:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6293, loss_cls: 2.8125, loss: 2.8125, grad_norm: 2.1303 2021-07-08 18:05:23,187 - mmaction - INFO - Epoch [54][1000/1879] lr: 8.979e-02, eta: 3 days, 22:38:53, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6363, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.1055 2021-07-08 18:05:40,444 - mmaction - INFO - Epoch [54][1020/1879] lr: 8.979e-02, eta: 3 days, 22:38:32, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6262, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.1400 2021-07-08 18:05:57,534 - mmaction - INFO - Epoch [54][1040/1879] lr: 8.979e-02, eta: 3 days, 22:38:12, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6160, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0767 2021-07-08 18:06:14,779 - mmaction - INFO - Epoch [54][1060/1879] lr: 8.979e-02, eta: 3 days, 22:37:51, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6383, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.1349 2021-07-08 18:06:31,945 - mmaction - INFO - Epoch [54][1080/1879] lr: 8.979e-02, eta: 3 days, 22:37:30, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6082, loss_cls: 2.9406, loss: 2.9406, grad_norm: 2.1550 2021-07-08 18:06:49,311 - mmaction - INFO - Epoch [54][1100/1879] lr: 8.979e-02, eta: 3 days, 22:37:10, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6109, loss_cls: 2.9305, loss: 2.9305, grad_norm: 2.1304 2021-07-08 18:07:06,346 - mmaction - INFO - Epoch [54][1120/1879] lr: 8.979e-02, eta: 3 days, 22:36:49, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6445, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.1000 2021-07-08 18:07:23,393 - mmaction - INFO - Epoch [54][1140/1879] lr: 8.979e-02, eta: 3 days, 22:36:28, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6285, loss_cls: 2.8190, loss: 2.8190, grad_norm: 2.1571 2021-07-08 18:07:40,515 - mmaction - INFO - Epoch [54][1160/1879] lr: 8.979e-02, eta: 3 days, 22:36:07, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6324, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.1300 2021-07-08 18:07:57,766 - mmaction - INFO - Epoch [54][1180/1879] lr: 8.979e-02, eta: 3 days, 22:35:47, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6074, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.1068 2021-07-08 18:08:14,777 - mmaction - INFO - Epoch [54][1200/1879] lr: 8.979e-02, eta: 3 days, 22:35:25, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.0826 2021-07-08 18:08:31,931 - mmaction - INFO - Epoch [54][1220/1879] lr: 8.979e-02, eta: 3 days, 22:35:05, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6160, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.1818 2021-07-08 18:08:49,218 - mmaction - INFO - Epoch [54][1240/1879] lr: 8.979e-02, eta: 3 days, 22:34:44, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6234, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.1227 2021-07-08 18:09:06,282 - mmaction - INFO - Epoch [54][1260/1879] lr: 8.979e-02, eta: 3 days, 22:34:23, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6293, loss_cls: 2.8028, loss: 2.8028, grad_norm: 2.1055 2021-07-08 18:09:23,422 - mmaction - INFO - Epoch [54][1280/1879] lr: 8.979e-02, eta: 3 days, 22:34:03, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6109, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.1020 2021-07-08 18:09:40,546 - mmaction - INFO - Epoch [54][1300/1879] lr: 8.979e-02, eta: 3 days, 22:33:41, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.0818 2021-07-08 18:09:57,573 - mmaction - INFO - Epoch [54][1320/1879] lr: 8.979e-02, eta: 3 days, 22:33:20, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6238, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.1786 2021-07-08 18:10:14,814 - mmaction - INFO - Epoch [54][1340/1879] lr: 8.979e-02, eta: 3 days, 22:33:00, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6305, loss_cls: 2.8141, loss: 2.8141, grad_norm: 2.1558 2021-07-08 18:10:32,017 - mmaction - INFO - Epoch [54][1360/1879] lr: 8.979e-02, eta: 3 days, 22:32:39, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6246, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.1502 2021-07-08 18:10:48,980 - mmaction - INFO - Epoch [54][1380/1879] lr: 8.979e-02, eta: 3 days, 22:32:18, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6312, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.0822 2021-07-08 18:11:06,357 - mmaction - INFO - Epoch [54][1400/1879] lr: 8.979e-02, eta: 3 days, 22:31:58, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6262, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.1035 2021-07-08 18:11:23,534 - mmaction - INFO - Epoch [54][1420/1879] lr: 8.979e-02, eta: 3 days, 22:31:37, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6406, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.1597 2021-07-08 18:11:40,768 - mmaction - INFO - Epoch [54][1440/1879] lr: 8.979e-02, eta: 3 days, 22:31:17, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6223, loss_cls: 2.8960, loss: 2.8960, grad_norm: 2.1903 2021-07-08 18:11:57,802 - mmaction - INFO - Epoch [54][1460/1879] lr: 8.979e-02, eta: 3 days, 22:30:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6250, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.1371 2021-07-08 18:12:15,017 - mmaction - INFO - Epoch [54][1480/1879] lr: 8.979e-02, eta: 3 days, 22:30:35, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6422, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.1793 2021-07-08 18:12:32,268 - mmaction - INFO - Epoch [54][1500/1879] lr: 8.979e-02, eta: 3 days, 22:30:15, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.1497 2021-07-08 18:12:49,362 - mmaction - INFO - Epoch [54][1520/1879] lr: 8.979e-02, eta: 3 days, 22:29:54, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6184, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.1432 2021-07-08 18:13:06,561 - mmaction - INFO - Epoch [54][1540/1879] lr: 8.979e-02, eta: 3 days, 22:29:33, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6199, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.0746 2021-07-08 18:13:23,780 - mmaction - INFO - Epoch [54][1560/1879] lr: 8.979e-02, eta: 3 days, 22:29:13, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6266, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.1031 2021-07-08 18:13:40,892 - mmaction - INFO - Epoch [54][1580/1879] lr: 8.979e-02, eta: 3 days, 22:28:52, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6109, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.1672 2021-07-08 18:13:58,054 - mmaction - INFO - Epoch [54][1600/1879] lr: 8.979e-02, eta: 3 days, 22:28:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6445, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1345 2021-07-08 18:14:14,992 - mmaction - INFO - Epoch [54][1620/1879] lr: 8.979e-02, eta: 3 days, 22:28:10, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6496, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.1485 2021-07-08 18:14:32,219 - mmaction - INFO - Epoch [54][1640/1879] lr: 8.979e-02, eta: 3 days, 22:27:49, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6312, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.1378 2021-07-08 18:14:49,415 - mmaction - INFO - Epoch [54][1660/1879] lr: 8.979e-02, eta: 3 days, 22:27:29, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6348, loss_cls: 2.8435, loss: 2.8435, grad_norm: 2.1620 2021-07-08 18:15:06,565 - mmaction - INFO - Epoch [54][1680/1879] lr: 8.979e-02, eta: 3 days, 22:27:08, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6336, loss_cls: 2.7162, loss: 2.7162, grad_norm: 2.0959 2021-07-08 18:15:23,819 - mmaction - INFO - Epoch [54][1700/1879] lr: 8.979e-02, eta: 3 days, 22:26:47, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.0896 2021-07-08 18:15:41,129 - mmaction - INFO - Epoch [54][1720/1879] lr: 8.979e-02, eta: 3 days, 22:26:27, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6234, loss_cls: 2.9016, loss: 2.9016, grad_norm: 2.1375 2021-07-08 18:15:58,210 - mmaction - INFO - Epoch [54][1740/1879] lr: 8.979e-02, eta: 3 days, 22:26:06, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6230, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.0765 2021-07-08 18:16:15,357 - mmaction - INFO - Epoch [54][1760/1879] lr: 8.979e-02, eta: 3 days, 22:25:45, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6352, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.1255 2021-07-08 18:16:32,588 - mmaction - INFO - Epoch [54][1780/1879] lr: 8.979e-02, eta: 3 days, 22:25:25, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.0706 2021-07-08 18:16:49,562 - mmaction - INFO - Epoch [54][1800/1879] lr: 8.979e-02, eta: 3 days, 22:25:04, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6312, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.1564 2021-07-08 18:17:06,726 - mmaction - INFO - Epoch [54][1820/1879] lr: 8.979e-02, eta: 3 days, 22:24:43, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6203, loss_cls: 2.8274, loss: 2.8274, grad_norm: 2.1294 2021-07-08 18:17:23,723 - mmaction - INFO - Epoch [54][1840/1879] lr: 8.979e-02, eta: 3 days, 22:24:22, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6172, loss_cls: 2.8622, loss: 2.8622, grad_norm: 2.1230 2021-07-08 18:17:41,149 - mmaction - INFO - Epoch [54][1860/1879] lr: 8.979e-02, eta: 3 days, 22:24:02, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6332, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.1376 2021-07-08 18:18:01,105 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 18:18:01,109 - mmaction - INFO - 106 BN found 2021-07-08 18:22:34,299 - mmaction - INFO - BN stats updated 2021-07-08 18:25:01,771 - mmaction - INFO - Epoch [55][20/1879] lr: 8.942e-02, eta: 3 days, 22:30:20, time: 7.267, data_time: 6.391, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6320, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.1196 2021-07-08 18:25:18,271 - mmaction - INFO - Epoch [55][40/1879] lr: 8.942e-02, eta: 3 days, 22:29:57, time: 0.830, data_time: 0.008, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6305, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.1075 2021-07-08 18:25:34,893 - mmaction - INFO - Epoch [55][60/1879] lr: 8.942e-02, eta: 3 days, 22:29:34, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6297, loss_cls: 2.7948, loss: 2.7948, grad_norm: 2.1219 2021-07-08 18:25:51,437 - mmaction - INFO - Epoch [55][80/1879] lr: 8.942e-02, eta: 3 days, 22:29:11, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6285, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.1294 2021-07-08 18:26:08,146 - mmaction - INFO - Epoch [55][100/1879] lr: 8.942e-02, eta: 3 days, 22:28:48, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6480, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.1363 2021-07-08 18:26:25,065 - mmaction - INFO - Epoch [55][120/1879] lr: 8.942e-02, eta: 3 days, 22:28:27, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6305, loss_cls: 2.7764, loss: 2.7764, grad_norm: 2.1044 2021-07-08 18:26:41,895 - mmaction - INFO - Epoch [55][140/1879] lr: 8.942e-02, eta: 3 days, 22:28:05, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.1523 2021-07-08 18:26:58,614 - mmaction - INFO - Epoch [55][160/1879] lr: 8.942e-02, eta: 3 days, 22:27:42, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6297, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.1057 2021-07-08 18:27:15,464 - mmaction - INFO - Epoch [55][180/1879] lr: 8.942e-02, eta: 3 days, 22:27:20, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6285, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.1492 2021-07-08 18:27:32,425 - mmaction - INFO - Epoch [55][200/1879] lr: 8.942e-02, eta: 3 days, 22:26:59, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.0484 2021-07-08 18:27:49,566 - mmaction - INFO - Epoch [55][220/1879] lr: 8.942e-02, eta: 3 days, 22:26:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6418, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.1358 2021-07-08 18:28:06,435 - mmaction - INFO - Epoch [55][240/1879] lr: 8.942e-02, eta: 3 days, 22:26:16, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6230, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.1533 2021-07-08 18:28:23,601 - mmaction - INFO - Epoch [55][260/1879] lr: 8.942e-02, eta: 3 days, 22:25:55, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6238, loss_cls: 2.8573, loss: 2.8573, grad_norm: 2.0834 2021-07-08 18:28:40,620 - mmaction - INFO - Epoch [55][280/1879] lr: 8.942e-02, eta: 3 days, 22:25:34, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6328, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.1458 2021-07-08 18:28:57,727 - mmaction - INFO - Epoch [55][300/1879] lr: 8.942e-02, eta: 3 days, 22:25:13, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6355, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.1120 2021-07-08 18:29:14,881 - mmaction - INFO - Epoch [55][320/1879] lr: 8.942e-02, eta: 3 days, 22:24:52, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6199, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.1621 2021-07-08 18:29:31,851 - mmaction - INFO - Epoch [55][340/1879] lr: 8.942e-02, eta: 3 days, 22:24:31, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6305, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.1068 2021-07-08 18:29:49,014 - mmaction - INFO - Epoch [55][360/1879] lr: 8.942e-02, eta: 3 days, 22:24:10, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6301, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.1904 2021-07-08 18:30:06,235 - mmaction - INFO - Epoch [55][380/1879] lr: 8.942e-02, eta: 3 days, 22:23:50, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6047, loss_cls: 2.9299, loss: 2.9299, grad_norm: 2.2570 2021-07-08 18:30:23,246 - mmaction - INFO - Epoch [55][400/1879] lr: 8.942e-02, eta: 3 days, 22:23:28, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6152, loss_cls: 2.8906, loss: 2.8906, grad_norm: 2.0796 2021-07-08 18:30:40,500 - mmaction - INFO - Epoch [55][420/1879] lr: 8.942e-02, eta: 3 days, 22:23:08, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6270, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.1221 2021-07-08 18:30:57,510 - mmaction - INFO - Epoch [55][440/1879] lr: 8.942e-02, eta: 3 days, 22:22:47, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.1073 2021-07-08 18:31:14,496 - mmaction - INFO - Epoch [55][460/1879] lr: 8.942e-02, eta: 3 days, 22:22:25, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6379, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.1213 2021-07-08 18:31:31,639 - mmaction - INFO - Epoch [55][480/1879] lr: 8.942e-02, eta: 3 days, 22:22:04, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6227, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.1057 2021-07-08 18:31:48,742 - mmaction - INFO - Epoch [55][500/1879] lr: 8.942e-02, eta: 3 days, 22:21:43, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6250, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.0948 2021-07-08 18:32:05,891 - mmaction - INFO - Epoch [55][520/1879] lr: 8.942e-02, eta: 3 days, 22:21:23, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6191, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.1157 2021-07-08 18:32:22,817 - mmaction - INFO - Epoch [55][540/1879] lr: 8.942e-02, eta: 3 days, 22:21:01, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6262, loss_cls: 2.8472, loss: 2.8472, grad_norm: 2.0983 2021-07-08 18:32:40,131 - mmaction - INFO - Epoch [55][560/1879] lr: 8.942e-02, eta: 3 days, 22:20:41, time: 0.865, data_time: 0.007, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6410, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.1049 2021-07-08 18:32:57,242 - mmaction - INFO - Epoch [55][580/1879] lr: 8.942e-02, eta: 3 days, 22:20:20, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6297, loss_cls: 2.8082, loss: 2.8082, grad_norm: 2.1026 2021-07-08 18:33:14,616 - mmaction - INFO - Epoch [55][600/1879] lr: 8.942e-02, eta: 3 days, 22:20:00, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6344, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.1024 2021-07-08 18:33:31,783 - mmaction - INFO - Epoch [55][620/1879] lr: 8.942e-02, eta: 3 days, 22:19:39, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6230, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.1720 2021-07-08 18:33:48,790 - mmaction - INFO - Epoch [55][640/1879] lr: 8.942e-02, eta: 3 days, 22:19:18, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6289, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.1186 2021-07-08 18:34:06,000 - mmaction - INFO - Epoch [55][660/1879] lr: 8.942e-02, eta: 3 days, 22:18:57, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.1067 2021-07-08 18:34:23,151 - mmaction - INFO - Epoch [55][680/1879] lr: 8.942e-02, eta: 3 days, 22:18:36, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6324, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.1680 2021-07-08 18:34:40,320 - mmaction - INFO - Epoch [55][700/1879] lr: 8.942e-02, eta: 3 days, 22:18:16, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6312, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.1510 2021-07-08 18:34:57,388 - mmaction - INFO - Epoch [55][720/1879] lr: 8.942e-02, eta: 3 days, 22:17:54, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.1491 2021-07-08 18:35:14,611 - mmaction - INFO - Epoch [55][740/1879] lr: 8.942e-02, eta: 3 days, 22:17:34, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6410, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.1413 2021-07-08 18:35:31,918 - mmaction - INFO - Epoch [55][760/1879] lr: 8.942e-02, eta: 3 days, 22:17:14, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6375, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.1158 2021-07-08 18:35:48,994 - mmaction - INFO - Epoch [55][780/1879] lr: 8.942e-02, eta: 3 days, 22:16:53, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6301, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.1046 2021-07-08 18:36:06,139 - mmaction - INFO - Epoch [55][800/1879] lr: 8.942e-02, eta: 3 days, 22:16:32, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6363, loss_cls: 2.7958, loss: 2.7958, grad_norm: 2.0826 2021-07-08 18:36:23,441 - mmaction - INFO - Epoch [55][820/1879] lr: 8.942e-02, eta: 3 days, 22:16:12, time: 0.865, data_time: 0.007, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6219, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.1447 2021-07-08 18:36:40,575 - mmaction - INFO - Epoch [55][840/1879] lr: 8.942e-02, eta: 3 days, 22:15:51, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6266, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.1662 2021-07-08 18:36:57,813 - mmaction - INFO - Epoch [55][860/1879] lr: 8.942e-02, eta: 3 days, 22:15:30, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.1525 2021-07-08 18:37:14,869 - mmaction - INFO - Epoch [55][880/1879] lr: 8.942e-02, eta: 3 days, 22:15:09, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6238, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.1426 2021-07-08 18:37:32,262 - mmaction - INFO - Epoch [55][900/1879] lr: 8.942e-02, eta: 3 days, 22:14:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6395, loss_cls: 2.8301, loss: 2.8301, grad_norm: 2.1443 2021-07-08 18:37:49,437 - mmaction - INFO - Epoch [55][920/1879] lr: 8.942e-02, eta: 3 days, 22:14:29, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6277, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.1284 2021-07-08 18:38:06,490 - mmaction - INFO - Epoch [55][940/1879] lr: 8.942e-02, eta: 3 days, 22:14:08, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6430, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.1286 2021-07-08 18:38:23,642 - mmaction - INFO - Epoch [55][960/1879] lr: 8.942e-02, eta: 3 days, 22:13:47, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6223, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.1326 2021-07-08 18:38:40,831 - mmaction - INFO - Epoch [55][980/1879] lr: 8.942e-02, eta: 3 days, 22:13:26, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6203, loss_cls: 2.8408, loss: 2.8408, grad_norm: 2.1321 2021-07-08 18:38:57,892 - mmaction - INFO - Epoch [55][1000/1879] lr: 8.942e-02, eta: 3 days, 22:13:05, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8093, loss: 2.8093, grad_norm: 2.0872 2021-07-08 18:39:14,993 - mmaction - INFO - Epoch [55][1020/1879] lr: 8.942e-02, eta: 3 days, 22:12:44, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6238, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.1145 2021-07-08 18:39:31,951 - mmaction - INFO - Epoch [55][1040/1879] lr: 8.942e-02, eta: 3 days, 22:12:23, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6316, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.1351 2021-07-08 18:39:49,080 - mmaction - INFO - Epoch [55][1060/1879] lr: 8.942e-02, eta: 3 days, 22:12:02, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6285, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.1698 2021-07-08 18:40:06,307 - mmaction - INFO - Epoch [55][1080/1879] lr: 8.942e-02, eta: 3 days, 22:11:42, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6301, loss_cls: 2.8160, loss: 2.8160, grad_norm: 2.1335 2021-07-08 18:40:23,514 - mmaction - INFO - Epoch [55][1100/1879] lr: 8.942e-02, eta: 3 days, 22:11:21, time: 0.860, data_time: 0.000, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6117, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.0933 2021-07-08 18:40:40,649 - mmaction - INFO - Epoch [55][1120/1879] lr: 8.942e-02, eta: 3 days, 22:11:00, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6379, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.1675 2021-07-08 18:40:57,733 - mmaction - INFO - Epoch [55][1140/1879] lr: 8.942e-02, eta: 3 days, 22:10:39, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6387, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.1504 2021-07-08 18:41:14,864 - mmaction - INFO - Epoch [55][1160/1879] lr: 8.942e-02, eta: 3 days, 22:10:18, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6305, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.1448 2021-07-08 18:41:32,112 - mmaction - INFO - Epoch [55][1180/1879] lr: 8.942e-02, eta: 3 days, 22:09:58, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6086, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.1451 2021-07-08 18:41:49,286 - mmaction - INFO - Epoch [55][1200/1879] lr: 8.942e-02, eta: 3 days, 22:09:37, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6301, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.1158 2021-07-08 18:42:06,587 - mmaction - INFO - Epoch [55][1220/1879] lr: 8.942e-02, eta: 3 days, 22:09:17, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6410, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.1044 2021-07-08 18:42:23,537 - mmaction - INFO - Epoch [55][1240/1879] lr: 8.942e-02, eta: 3 days, 22:08:56, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6203, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.0952 2021-07-08 18:42:40,739 - mmaction - INFO - Epoch [55][1260/1879] lr: 8.942e-02, eta: 3 days, 22:08:35, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6223, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.0731 2021-07-08 18:42:57,769 - mmaction - INFO - Epoch [55][1280/1879] lr: 8.942e-02, eta: 3 days, 22:08:14, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6270, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.1030 2021-07-08 18:43:14,881 - mmaction - INFO - Epoch [55][1300/1879] lr: 8.942e-02, eta: 3 days, 22:07:53, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6250, loss_cls: 2.8081, loss: 2.8081, grad_norm: 2.1315 2021-07-08 18:43:31,826 - mmaction - INFO - Epoch [55][1320/1879] lr: 8.942e-02, eta: 3 days, 22:07:31, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6129, loss_cls: 2.8911, loss: 2.8911, grad_norm: 2.1295 2021-07-08 18:43:48,880 - mmaction - INFO - Epoch [55][1340/1879] lr: 8.942e-02, eta: 3 days, 22:07:10, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6211, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.1547 2021-07-08 18:44:05,861 - mmaction - INFO - Epoch [55][1360/1879] lr: 8.942e-02, eta: 3 days, 22:06:49, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.1587 2021-07-08 18:44:23,130 - mmaction - INFO - Epoch [55][1380/1879] lr: 8.942e-02, eta: 3 days, 22:06:29, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.1427 2021-07-08 18:44:40,190 - mmaction - INFO - Epoch [55][1400/1879] lr: 8.942e-02, eta: 3 days, 22:06:08, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6312, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.0853 2021-07-08 18:44:57,240 - mmaction - INFO - Epoch [55][1420/1879] lr: 8.942e-02, eta: 3 days, 22:05:47, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6324, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.1048 2021-07-08 18:45:14,559 - mmaction - INFO - Epoch [55][1440/1879] lr: 8.942e-02, eta: 3 days, 22:05:26, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6180, loss_cls: 2.8497, loss: 2.8497, grad_norm: 2.1305 2021-07-08 18:45:31,838 - mmaction - INFO - Epoch [55][1460/1879] lr: 8.942e-02, eta: 3 days, 22:05:06, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6266, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.1324 2021-07-08 18:45:49,103 - mmaction - INFO - Epoch [55][1480/1879] lr: 8.942e-02, eta: 3 days, 22:04:46, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6141, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.1158 2021-07-08 18:46:06,307 - mmaction - INFO - Epoch [55][1500/1879] lr: 8.942e-02, eta: 3 days, 22:04:25, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6535, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.1260 2021-07-08 18:46:23,617 - mmaction - INFO - Epoch [55][1520/1879] lr: 8.942e-02, eta: 3 days, 22:04:05, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6316, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.1360 2021-07-08 18:46:40,752 - mmaction - INFO - Epoch [55][1540/1879] lr: 8.942e-02, eta: 3 days, 22:03:44, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6223, loss_cls: 2.8524, loss: 2.8524, grad_norm: 2.1073 2021-07-08 18:46:57,981 - mmaction - INFO - Epoch [55][1560/1879] lr: 8.942e-02, eta: 3 days, 22:03:24, time: 0.861, data_time: 0.000, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6277, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.1251 2021-07-08 18:47:15,106 - mmaction - INFO - Epoch [55][1580/1879] lr: 8.942e-02, eta: 3 days, 22:03:03, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6445, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.0762 2021-07-08 18:47:32,089 - mmaction - INFO - Epoch [55][1600/1879] lr: 8.942e-02, eta: 3 days, 22:02:42, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6387, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.1593 2021-07-08 18:47:49,104 - mmaction - INFO - Epoch [55][1620/1879] lr: 8.942e-02, eta: 3 days, 22:02:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6426, loss_cls: 2.8266, loss: 2.8266, grad_norm: 2.2076 2021-07-08 18:48:06,101 - mmaction - INFO - Epoch [55][1640/1879] lr: 8.942e-02, eta: 3 days, 22:01:59, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6352, loss_cls: 2.8122, loss: 2.8122, grad_norm: 2.1412 2021-07-08 18:48:23,238 - mmaction - INFO - Epoch [55][1660/1879] lr: 8.942e-02, eta: 3 days, 22:01:38, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6094, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.1952 2021-07-08 18:48:40,177 - mmaction - INFO - Epoch [55][1680/1879] lr: 8.942e-02, eta: 3 days, 22:01:17, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6148, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.1004 2021-07-08 18:48:57,118 - mmaction - INFO - Epoch [55][1700/1879] lr: 8.942e-02, eta: 3 days, 22:00:55, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6277, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.1200 2021-07-08 18:49:14,121 - mmaction - INFO - Epoch [55][1720/1879] lr: 8.942e-02, eta: 3 days, 22:00:34, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6293, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.1364 2021-07-08 18:49:31,116 - mmaction - INFO - Epoch [55][1740/1879] lr: 8.942e-02, eta: 3 days, 22:00:13, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6191, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.0925 2021-07-08 18:49:48,321 - mmaction - INFO - Epoch [55][1760/1879] lr: 8.942e-02, eta: 3 days, 21:59:52, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6098, loss_cls: 2.9490, loss: 2.9490, grad_norm: 2.1495 2021-07-08 18:50:05,265 - mmaction - INFO - Epoch [55][1780/1879] lr: 8.942e-02, eta: 3 days, 21:59:31, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6152, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.1073 2021-07-08 18:50:22,286 - mmaction - INFO - Epoch [55][1800/1879] lr: 8.942e-02, eta: 3 days, 21:59:10, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6309, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.0725 2021-07-08 18:50:39,321 - mmaction - INFO - Epoch [55][1820/1879] lr: 8.942e-02, eta: 3 days, 21:58:49, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6336, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.1171 2021-07-08 18:50:56,538 - mmaction - INFO - Epoch [55][1840/1879] lr: 8.942e-02, eta: 3 days, 21:58:28, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6465, loss_cls: 2.7479, loss: 2.7479, grad_norm: 2.1468 2021-07-08 18:51:13,649 - mmaction - INFO - Epoch [55][1860/1879] lr: 8.942e-02, eta: 3 days, 21:58:07, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6270, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.1543 2021-07-08 18:51:40,495 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 18:51:40,503 - mmaction - INFO - 106 BN found 2021-07-08 18:56:18,837 - mmaction - INFO - BN stats updated 2021-07-08 18:59:50,243 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 18:59:51,166 - mmaction - INFO - top1_acc 0.4560 top5_acc 0.7277 2021-07-08 18:59:51,166 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 18:59:51,217 - mmaction - INFO - mean_acc 0.4559 2021-07-08 18:59:52,743 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_55.pth. 2021-07-08 18:59:52,744 - mmaction - INFO - Best top1_acc is 0.4560 at 55 epoch. 2021-07-08 18:59:52,753 - mmaction - INFO - Epoch(val) [55][155] top1_acc: 0.4560, top5_acc: 0.7277, mean_class_accuracy: 0.4559 2021-07-08 19:01:17,336 - mmaction - INFO - Epoch [56][20/1879] lr: 8.904e-02, eta: 3 days, 22:00:34, time: 4.226, data_time: 3.343, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6301, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.1466 2021-07-08 19:01:33,908 - mmaction - INFO - Epoch [56][40/1879] lr: 8.904e-02, eta: 3 days, 22:00:11, time: 0.830, data_time: 0.008, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6301, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.1461 2021-07-08 19:01:50,395 - mmaction - INFO - Epoch [56][60/1879] lr: 8.904e-02, eta: 3 days, 21:59:48, time: 0.824, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6387, loss_cls: 2.7476, loss: 2.7476, grad_norm: 2.0602 2021-07-08 19:02:07,024 - mmaction - INFO - Epoch [56][80/1879] lr: 8.904e-02, eta: 3 days, 21:59:25, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6199, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.1798 2021-07-08 19:02:23,629 - mmaction - INFO - Epoch [56][100/1879] lr: 8.904e-02, eta: 3 days, 21:59:02, time: 0.831, data_time: 0.002, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8121, loss: 2.8121, grad_norm: 2.1539 2021-07-08 19:02:40,339 - mmaction - INFO - Epoch [56][120/1879] lr: 8.904e-02, eta: 3 days, 21:58:40, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6332, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.1524 2021-07-08 19:02:57,072 - mmaction - INFO - Epoch [56][140/1879] lr: 8.904e-02, eta: 3 days, 21:58:18, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6289, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.1225 2021-07-08 19:03:13,836 - mmaction - INFO - Epoch [56][160/1879] lr: 8.904e-02, eta: 3 days, 21:57:56, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6332, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.1420 2021-07-08 19:03:30,588 - mmaction - INFO - Epoch [56][180/1879] lr: 8.904e-02, eta: 3 days, 21:57:33, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6348, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.1327 2021-07-08 19:03:47,357 - mmaction - INFO - Epoch [56][200/1879] lr: 8.904e-02, eta: 3 days, 21:57:11, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6328, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.1764 2021-07-08 19:04:04,353 - mmaction - INFO - Epoch [56][220/1879] lr: 8.904e-02, eta: 3 days, 21:56:50, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.1638 2021-07-08 19:04:21,113 - mmaction - INFO - Epoch [56][240/1879] lr: 8.904e-02, eta: 3 days, 21:56:28, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6477, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.1005 2021-07-08 19:04:38,132 - mmaction - INFO - Epoch [56][260/1879] lr: 8.904e-02, eta: 3 days, 21:56:07, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8258, loss: 2.8258, grad_norm: 2.1076 2021-07-08 19:04:54,901 - mmaction - INFO - Epoch [56][280/1879] lr: 8.904e-02, eta: 3 days, 21:55:44, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6320, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.1190 2021-07-08 19:05:12,081 - mmaction - INFO - Epoch [56][300/1879] lr: 8.904e-02, eta: 3 days, 21:55:24, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6465, loss_cls: 2.7271, loss: 2.7271, grad_norm: 2.1322 2021-07-08 19:05:28,938 - mmaction - INFO - Epoch [56][320/1879] lr: 8.904e-02, eta: 3 days, 21:55:02, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.1886 2021-07-08 19:05:46,030 - mmaction - INFO - Epoch [56][340/1879] lr: 8.904e-02, eta: 3 days, 21:54:41, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6141, loss_cls: 2.8673, loss: 2.8673, grad_norm: 2.1517 2021-07-08 19:06:03,163 - mmaction - INFO - Epoch [56][360/1879] lr: 8.904e-02, eta: 3 days, 21:54:20, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6281, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1270 2021-07-08 19:06:20,326 - mmaction - INFO - Epoch [56][380/1879] lr: 8.904e-02, eta: 3 days, 21:54:00, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6176, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.1498 2021-07-08 19:06:37,629 - mmaction - INFO - Epoch [56][400/1879] lr: 8.904e-02, eta: 3 days, 21:53:39, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6301, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.1452 2021-07-08 19:06:54,653 - mmaction - INFO - Epoch [56][420/1879] lr: 8.904e-02, eta: 3 days, 21:53:18, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6242, loss_cls: 2.8281, loss: 2.8281, grad_norm: 2.0859 2021-07-08 19:07:11,632 - mmaction - INFO - Epoch [56][440/1879] lr: 8.904e-02, eta: 3 days, 21:52:57, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6371, loss_cls: 2.7924, loss: 2.7924, grad_norm: 2.1456 2021-07-08 19:07:28,878 - mmaction - INFO - Epoch [56][460/1879] lr: 8.904e-02, eta: 3 days, 21:52:36, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6223, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.1582 2021-07-08 19:07:45,828 - mmaction - INFO - Epoch [56][480/1879] lr: 8.904e-02, eta: 3 days, 21:52:15, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6289, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.1340 2021-07-08 19:08:02,974 - mmaction - INFO - Epoch [56][500/1879] lr: 8.904e-02, eta: 3 days, 21:51:54, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6352, loss_cls: 2.7728, loss: 2.7728, grad_norm: 2.0711 2021-07-08 19:08:20,040 - mmaction - INFO - Epoch [56][520/1879] lr: 8.904e-02, eta: 3 days, 21:51:34, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6289, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.1177 2021-07-08 19:08:37,145 - mmaction - INFO - Epoch [56][540/1879] lr: 8.904e-02, eta: 3 days, 21:51:13, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6395, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.1121 2021-07-08 19:08:54,076 - mmaction - INFO - Epoch [56][560/1879] lr: 8.904e-02, eta: 3 days, 21:50:51, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6238, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.1287 2021-07-08 19:09:11,132 - mmaction - INFO - Epoch [56][580/1879] lr: 8.904e-02, eta: 3 days, 21:50:30, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6391, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1238 2021-07-08 19:09:28,332 - mmaction - INFO - Epoch [56][600/1879] lr: 8.904e-02, eta: 3 days, 21:50:10, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6289, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.1310 2021-07-08 19:09:45,464 - mmaction - INFO - Epoch [56][620/1879] lr: 8.904e-02, eta: 3 days, 21:49:49, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6469, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.1126 2021-07-08 19:10:02,540 - mmaction - INFO - Epoch [56][640/1879] lr: 8.904e-02, eta: 3 days, 21:49:28, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6176, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.2088 2021-07-08 19:10:19,448 - mmaction - INFO - Epoch [56][660/1879] lr: 8.904e-02, eta: 3 days, 21:49:06, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6316, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.1390 2021-07-08 19:10:36,602 - mmaction - INFO - Epoch [56][680/1879] lr: 8.904e-02, eta: 3 days, 21:48:46, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.8160, loss: 2.8160, grad_norm: 2.0977 2021-07-08 19:10:53,642 - mmaction - INFO - Epoch [56][700/1879] lr: 8.904e-02, eta: 3 days, 21:48:24, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6305, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.1537 2021-07-08 19:11:10,643 - mmaction - INFO - Epoch [56][720/1879] lr: 8.904e-02, eta: 3 days, 21:48:03, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.1839 2021-07-08 19:11:27,836 - mmaction - INFO - Epoch [56][740/1879] lr: 8.904e-02, eta: 3 days, 21:47:43, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6074, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.1123 2021-07-08 19:11:44,894 - mmaction - INFO - Epoch [56][760/1879] lr: 8.904e-02, eta: 3 days, 21:47:22, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6180, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.1212 2021-07-08 19:12:01,975 - mmaction - INFO - Epoch [56][780/1879] lr: 8.904e-02, eta: 3 days, 21:47:01, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.1541 2021-07-08 19:12:18,759 - mmaction - INFO - Epoch [56][800/1879] lr: 8.904e-02, eta: 3 days, 21:46:39, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6164, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.1800 2021-07-08 19:12:35,892 - mmaction - INFO - Epoch [56][820/1879] lr: 8.904e-02, eta: 3 days, 21:46:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6199, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.1136 2021-07-08 19:12:52,849 - mmaction - INFO - Epoch [56][840/1879] lr: 8.904e-02, eta: 3 days, 21:45:57, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6223, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.1341 2021-07-08 19:13:10,043 - mmaction - INFO - Epoch [56][860/1879] lr: 8.904e-02, eta: 3 days, 21:45:36, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6191, loss_cls: 2.8755, loss: 2.8755, grad_norm: 2.1353 2021-07-08 19:13:27,195 - mmaction - INFO - Epoch [56][880/1879] lr: 8.904e-02, eta: 3 days, 21:45:15, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6180, loss_cls: 2.8678, loss: 2.8678, grad_norm: 2.1267 2021-07-08 19:13:44,122 - mmaction - INFO - Epoch [56][900/1879] lr: 8.904e-02, eta: 3 days, 21:44:54, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.0976 2021-07-08 19:14:01,132 - mmaction - INFO - Epoch [56][920/1879] lr: 8.904e-02, eta: 3 days, 21:44:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6258, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.1079 2021-07-08 19:14:18,124 - mmaction - INFO - Epoch [56][940/1879] lr: 8.904e-02, eta: 3 days, 21:44:11, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6211, loss_cls: 2.8948, loss: 2.8948, grad_norm: 2.1452 2021-07-08 19:14:35,188 - mmaction - INFO - Epoch [56][960/1879] lr: 8.904e-02, eta: 3 days, 21:43:50, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6266, loss_cls: 2.8746, loss: 2.8746, grad_norm: 2.1167 2021-07-08 19:14:52,048 - mmaction - INFO - Epoch [56][980/1879] lr: 8.904e-02, eta: 3 days, 21:43:29, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6371, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.0884 2021-07-08 19:15:09,094 - mmaction - INFO - Epoch [56][1000/1879] lr: 8.904e-02, eta: 3 days, 21:43:08, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6270, loss_cls: 2.8336, loss: 2.8336, grad_norm: 2.1337 2021-07-08 19:15:26,411 - mmaction - INFO - Epoch [56][1020/1879] lr: 8.904e-02, eta: 3 days, 21:42:48, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6105, loss_cls: 2.8722, loss: 2.8722, grad_norm: 2.1385 2021-07-08 19:15:43,389 - mmaction - INFO - Epoch [56][1040/1879] lr: 8.904e-02, eta: 3 days, 21:42:26, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6324, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.1139 2021-07-08 19:16:00,562 - mmaction - INFO - Epoch [56][1060/1879] lr: 8.904e-02, eta: 3 days, 21:42:06, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6277, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.1781 2021-07-08 19:16:17,664 - mmaction - INFO - Epoch [56][1080/1879] lr: 8.904e-02, eta: 3 days, 21:41:45, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6297, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.1354 2021-07-08 19:16:34,763 - mmaction - INFO - Epoch [56][1100/1879] lr: 8.904e-02, eta: 3 days, 21:41:24, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6297, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.1199 2021-07-08 19:16:51,921 - mmaction - INFO - Epoch [56][1120/1879] lr: 8.904e-02, eta: 3 days, 21:41:03, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6340, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.1288 2021-07-08 19:17:09,069 - mmaction - INFO - Epoch [56][1140/1879] lr: 8.904e-02, eta: 3 days, 21:40:43, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6344, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.1114 2021-07-08 19:17:26,149 - mmaction - INFO - Epoch [56][1160/1879] lr: 8.904e-02, eta: 3 days, 21:40:22, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6324, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.1460 2021-07-08 19:17:43,231 - mmaction - INFO - Epoch [56][1180/1879] lr: 8.904e-02, eta: 3 days, 21:40:01, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6312, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.0796 2021-07-08 19:18:00,317 - mmaction - INFO - Epoch [56][1200/1879] lr: 8.904e-02, eta: 3 days, 21:39:40, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6418, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.1377 2021-07-08 19:18:17,389 - mmaction - INFO - Epoch [56][1220/1879] lr: 8.904e-02, eta: 3 days, 21:39:19, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6418, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.1451 2021-07-08 19:18:34,372 - mmaction - INFO - Epoch [56][1240/1879] lr: 8.904e-02, eta: 3 days, 21:38:58, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6418, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.0937 2021-07-08 19:18:51,422 - mmaction - INFO - Epoch [56][1260/1879] lr: 8.904e-02, eta: 3 days, 21:38:37, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6367, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.1728 2021-07-08 19:19:08,388 - mmaction - INFO - Epoch [56][1280/1879] lr: 8.904e-02, eta: 3 days, 21:38:15, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.8888, loss: 2.8888, grad_norm: 2.1205 2021-07-08 19:19:25,418 - mmaction - INFO - Epoch [56][1300/1879] lr: 8.904e-02, eta: 3 days, 21:37:55, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6398, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.1023 2021-07-08 19:19:42,333 - mmaction - INFO - Epoch [56][1320/1879] lr: 8.904e-02, eta: 3 days, 21:37:33, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.1622 2021-07-08 19:19:59,311 - mmaction - INFO - Epoch [56][1340/1879] lr: 8.904e-02, eta: 3 days, 21:37:12, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6289, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.1192 2021-07-08 19:20:16,304 - mmaction - INFO - Epoch [56][1360/1879] lr: 8.904e-02, eta: 3 days, 21:36:50, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6262, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.1824 2021-07-08 19:20:33,401 - mmaction - INFO - Epoch [56][1380/1879] lr: 8.904e-02, eta: 3 days, 21:36:30, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8746, loss: 2.8746, grad_norm: 2.1367 2021-07-08 19:20:50,717 - mmaction - INFO - Epoch [56][1400/1879] lr: 8.904e-02, eta: 3 days, 21:36:10, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6281, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.0962 2021-07-08 19:21:07,774 - mmaction - INFO - Epoch [56][1420/1879] lr: 8.904e-02, eta: 3 days, 21:35:49, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6270, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.1452 2021-07-08 19:21:24,995 - mmaction - INFO - Epoch [56][1440/1879] lr: 8.904e-02, eta: 3 days, 21:35:28, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.1320 2021-07-08 19:21:41,973 - mmaction - INFO - Epoch [56][1460/1879] lr: 8.904e-02, eta: 3 days, 21:35:07, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6457, loss_cls: 2.8181, loss: 2.8181, grad_norm: 2.1309 2021-07-08 19:21:58,986 - mmaction - INFO - Epoch [56][1480/1879] lr: 8.904e-02, eta: 3 days, 21:34:46, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6426, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.1355 2021-07-08 19:22:15,970 - mmaction - INFO - Epoch [56][1500/1879] lr: 8.904e-02, eta: 3 days, 21:34:25, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6172, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.1568 2021-07-08 19:22:33,156 - mmaction - INFO - Epoch [56][1520/1879] lr: 8.904e-02, eta: 3 days, 21:34:04, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6258, loss_cls: 2.8165, loss: 2.8165, grad_norm: 2.0607 2021-07-08 19:22:50,348 - mmaction - INFO - Epoch [56][1540/1879] lr: 8.904e-02, eta: 3 days, 21:33:44, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.0985 2021-07-08 19:23:07,354 - mmaction - INFO - Epoch [56][1560/1879] lr: 8.904e-02, eta: 3 days, 21:33:22, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6324, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.1654 2021-07-08 19:23:24,311 - mmaction - INFO - Epoch [56][1580/1879] lr: 8.904e-02, eta: 3 days, 21:33:01, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6324, loss_cls: 2.8075, loss: 2.8075, grad_norm: 2.1680 2021-07-08 19:23:41,321 - mmaction - INFO - Epoch [56][1600/1879] lr: 8.904e-02, eta: 3 days, 21:32:40, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.8032, loss: 2.8032, grad_norm: 2.1201 2021-07-08 19:23:58,374 - mmaction - INFO - Epoch [56][1620/1879] lr: 8.904e-02, eta: 3 days, 21:32:19, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6457, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.1599 2021-07-08 19:24:15,308 - mmaction - INFO - Epoch [56][1640/1879] lr: 8.904e-02, eta: 3 days, 21:31:58, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6355, loss_cls: 2.7935, loss: 2.7935, grad_norm: 2.1563 2021-07-08 19:24:31,994 - mmaction - INFO - Epoch [56][1660/1879] lr: 8.904e-02, eta: 3 days, 21:31:35, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6230, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.1748 2021-07-08 19:24:49,118 - mmaction - INFO - Epoch [56][1680/1879] lr: 8.904e-02, eta: 3 days, 21:31:15, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6379, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.0761 2021-07-08 19:25:05,997 - mmaction - INFO - Epoch [56][1700/1879] lr: 8.904e-02, eta: 3 days, 21:30:53, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6422, loss_cls: 2.7814, loss: 2.7814, grad_norm: 2.0585 2021-07-08 19:25:22,932 - mmaction - INFO - Epoch [56][1720/1879] lr: 8.904e-02, eta: 3 days, 21:30:32, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6137, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.1240 2021-07-08 19:25:39,963 - mmaction - INFO - Epoch [56][1740/1879] lr: 8.904e-02, eta: 3 days, 21:30:11, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6273, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.0546 2021-07-08 19:25:57,050 - mmaction - INFO - Epoch [56][1760/1879] lr: 8.904e-02, eta: 3 days, 21:29:50, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6402, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.1000 2021-07-08 19:26:13,977 - mmaction - INFO - Epoch [56][1780/1879] lr: 8.904e-02, eta: 3 days, 21:29:28, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6258, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.1383 2021-07-08 19:26:31,185 - mmaction - INFO - Epoch [56][1800/1879] lr: 8.904e-02, eta: 3 days, 21:29:08, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.8297, loss: 2.8297, grad_norm: 2.0814 2021-07-08 19:26:48,374 - mmaction - INFO - Epoch [56][1820/1879] lr: 8.904e-02, eta: 3 days, 21:28:47, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6281, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.0949 2021-07-08 19:27:05,567 - mmaction - INFO - Epoch [56][1840/1879] lr: 8.904e-02, eta: 3 days, 21:28:27, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6277, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.1134 2021-07-08 19:27:22,752 - mmaction - INFO - Epoch [56][1860/1879] lr: 8.904e-02, eta: 3 days, 21:28:07, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6410, loss_cls: 2.7550, loss: 2.7550, grad_norm: 2.0938 2021-07-08 19:27:49,293 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 19:27:49,302 - mmaction - INFO - 106 BN found 2021-07-08 19:32:26,437 - mmaction - INFO - BN stats updated 2021-07-08 19:32:28,456 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-07-08 19:34:35,926 - mmaction - INFO - Epoch [57][20/1879] lr: 8.865e-02, eta: 3 days, 21:32:59, time: 6.329, data_time: 5.435, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6387, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.1113 2021-07-08 19:34:52,484 - mmaction - INFO - Epoch [57][40/1879] lr: 8.865e-02, eta: 3 days, 21:32:36, time: 0.827, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6449, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.1277 2021-07-08 19:35:09,086 - mmaction - INFO - Epoch [57][60/1879] lr: 8.865e-02, eta: 3 days, 21:32:13, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6465, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.1643 2021-07-08 19:35:25,653 - mmaction - INFO - Epoch [57][80/1879] lr: 8.865e-02, eta: 3 days, 21:31:51, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6102, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.1096 2021-07-08 19:35:42,310 - mmaction - INFO - Epoch [57][100/1879] lr: 8.865e-02, eta: 3 days, 21:31:28, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.1212 2021-07-08 19:35:59,045 - mmaction - INFO - Epoch [57][120/1879] lr: 8.865e-02, eta: 3 days, 21:31:06, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.1498 2021-07-08 19:36:15,718 - mmaction - INFO - Epoch [57][140/1879] lr: 8.865e-02, eta: 3 days, 21:30:44, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.1918 2021-07-08 19:36:32,571 - mmaction - INFO - Epoch [57][160/1879] lr: 8.865e-02, eta: 3 days, 21:30:22, time: 0.843, data_time: 0.006, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6320, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.0987 2021-07-08 19:36:49,490 - mmaction - INFO - Epoch [57][180/1879] lr: 8.865e-02, eta: 3 days, 21:30:01, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6270, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.1181 2021-07-08 19:37:06,454 - mmaction - INFO - Epoch [57][200/1879] lr: 8.865e-02, eta: 3 days, 21:29:39, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6473, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.1143 2021-07-08 19:37:23,613 - mmaction - INFO - Epoch [57][220/1879] lr: 8.865e-02, eta: 3 days, 21:29:19, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.1281 2021-07-08 19:37:40,729 - mmaction - INFO - Epoch [57][240/1879] lr: 8.865e-02, eta: 3 days, 21:28:58, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.7587, loss: 2.7587, grad_norm: 2.1334 2021-07-08 19:37:57,799 - mmaction - INFO - Epoch [57][260/1879] lr: 8.865e-02, eta: 3 days, 21:28:37, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6168, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.1577 2021-07-08 19:38:14,842 - mmaction - INFO - Epoch [57][280/1879] lr: 8.865e-02, eta: 3 days, 21:28:16, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.1314 2021-07-08 19:38:31,727 - mmaction - INFO - Epoch [57][300/1879] lr: 8.865e-02, eta: 3 days, 21:27:54, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6457, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.1223 2021-07-08 19:38:48,854 - mmaction - INFO - Epoch [57][320/1879] lr: 8.865e-02, eta: 3 days, 21:27:33, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6395, loss_cls: 2.7518, loss: 2.7518, grad_norm: 2.0883 2021-07-08 19:39:05,906 - mmaction - INFO - Epoch [57][340/1879] lr: 8.865e-02, eta: 3 days, 21:27:12, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6348, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.1933 2021-07-08 19:39:22,887 - mmaction - INFO - Epoch [57][360/1879] lr: 8.865e-02, eta: 3 days, 21:26:51, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6285, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.1462 2021-07-08 19:39:40,047 - mmaction - INFO - Epoch [57][380/1879] lr: 8.865e-02, eta: 3 days, 21:26:30, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6391, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.1485 2021-07-08 19:39:57,032 - mmaction - INFO - Epoch [57][400/1879] lr: 8.865e-02, eta: 3 days, 21:26:09, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6387, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.1224 2021-07-08 19:40:14,079 - mmaction - INFO - Epoch [57][420/1879] lr: 8.865e-02, eta: 3 days, 21:25:48, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6273, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.1106 2021-07-08 19:40:31,077 - mmaction - INFO - Epoch [57][440/1879] lr: 8.865e-02, eta: 3 days, 21:25:27, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.1270 2021-07-08 19:40:48,114 - mmaction - INFO - Epoch [57][460/1879] lr: 8.865e-02, eta: 3 days, 21:25:06, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6258, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.1213 2021-07-08 19:41:05,244 - mmaction - INFO - Epoch [57][480/1879] lr: 8.865e-02, eta: 3 days, 21:24:45, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6324, loss_cls: 2.8012, loss: 2.8012, grad_norm: 2.1665 2021-07-08 19:41:22,364 - mmaction - INFO - Epoch [57][500/1879] lr: 8.865e-02, eta: 3 days, 21:24:24, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6184, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.1922 2021-07-08 19:41:39,260 - mmaction - INFO - Epoch [57][520/1879] lr: 8.865e-02, eta: 3 days, 21:24:03, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6371, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.1695 2021-07-08 19:41:56,565 - mmaction - INFO - Epoch [57][540/1879] lr: 8.865e-02, eta: 3 days, 21:23:43, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6312, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.1634 2021-07-08 19:42:13,606 - mmaction - INFO - Epoch [57][560/1879] lr: 8.865e-02, eta: 3 days, 21:23:22, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6293, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.1903 2021-07-08 19:42:30,668 - mmaction - INFO - Epoch [57][580/1879] lr: 8.865e-02, eta: 3 days, 21:23:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6207, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.1778 2021-07-08 19:42:47,817 - mmaction - INFO - Epoch [57][600/1879] lr: 8.865e-02, eta: 3 days, 21:22:40, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6219, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.1404 2021-07-08 19:43:04,952 - mmaction - INFO - Epoch [57][620/1879] lr: 8.865e-02, eta: 3 days, 21:22:19, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6316, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.1138 2021-07-08 19:43:22,132 - mmaction - INFO - Epoch [57][640/1879] lr: 8.865e-02, eta: 3 days, 21:21:59, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8587, loss: 2.8587, grad_norm: 2.1629 2021-07-08 19:43:39,137 - mmaction - INFO - Epoch [57][660/1879] lr: 8.865e-02, eta: 3 days, 21:21:38, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6320, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.1308 2021-07-08 19:43:56,306 - mmaction - INFO - Epoch [57][680/1879] lr: 8.865e-02, eta: 3 days, 21:21:17, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6402, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.1239 2021-07-08 19:44:13,379 - mmaction - INFO - Epoch [57][700/1879] lr: 8.865e-02, eta: 3 days, 21:20:56, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6375, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.1020 2021-07-08 19:44:30,601 - mmaction - INFO - Epoch [57][720/1879] lr: 8.865e-02, eta: 3 days, 21:20:36, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8792, loss: 2.8792, grad_norm: 2.1595 2021-07-08 19:44:47,489 - mmaction - INFO - Epoch [57][740/1879] lr: 8.865e-02, eta: 3 days, 21:20:14, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6223, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.1326 2021-07-08 19:45:04,587 - mmaction - INFO - Epoch [57][760/1879] lr: 8.865e-02, eta: 3 days, 21:19:54, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.1088 2021-07-08 19:45:21,669 - mmaction - INFO - Epoch [57][780/1879] lr: 8.865e-02, eta: 3 days, 21:19:33, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.1547 2021-07-08 19:45:38,831 - mmaction - INFO - Epoch [57][800/1879] lr: 8.865e-02, eta: 3 days, 21:19:12, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6336, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1678 2021-07-08 19:45:55,942 - mmaction - INFO - Epoch [57][820/1879] lr: 8.865e-02, eta: 3 days, 21:18:51, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6395, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.1948 2021-07-08 19:46:13,085 - mmaction - INFO - Epoch [57][840/1879] lr: 8.865e-02, eta: 3 days, 21:18:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6105, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.1367 2021-07-08 19:46:30,137 - mmaction - INFO - Epoch [57][860/1879] lr: 8.865e-02, eta: 3 days, 21:18:10, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6340, loss_cls: 2.8102, loss: 2.8102, grad_norm: 2.1111 2021-07-08 19:46:47,222 - mmaction - INFO - Epoch [57][880/1879] lr: 8.865e-02, eta: 3 days, 21:17:49, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6340, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.1505 2021-07-08 19:47:04,398 - mmaction - INFO - Epoch [57][900/1879] lr: 8.865e-02, eta: 3 days, 21:17:28, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6441, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1454 2021-07-08 19:47:21,463 - mmaction - INFO - Epoch [57][920/1879] lr: 8.865e-02, eta: 3 days, 21:17:07, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.1640 2021-07-08 19:47:38,604 - mmaction - INFO - Epoch [57][940/1879] lr: 8.865e-02, eta: 3 days, 21:16:46, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6262, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.1581 2021-07-08 19:47:55,945 - mmaction - INFO - Epoch [57][960/1879] lr: 8.865e-02, eta: 3 days, 21:16:27, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6227, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.1015 2021-07-08 19:48:13,110 - mmaction - INFO - Epoch [57][980/1879] lr: 8.865e-02, eta: 3 days, 21:16:06, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6336, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.0946 2021-07-08 19:48:30,388 - mmaction - INFO - Epoch [57][1000/1879] lr: 8.865e-02, eta: 3 days, 21:15:46, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6238, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1110 2021-07-08 19:48:47,543 - mmaction - INFO - Epoch [57][1020/1879] lr: 8.865e-02, eta: 3 days, 21:15:25, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6215, loss_cls: 2.8083, loss: 2.8083, grad_norm: 2.1536 2021-07-08 19:49:04,795 - mmaction - INFO - Epoch [57][1040/1879] lr: 8.865e-02, eta: 3 days, 21:15:05, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6316, loss_cls: 2.7641, loss: 2.7641, grad_norm: 2.1205 2021-07-08 19:49:21,802 - mmaction - INFO - Epoch [57][1060/1879] lr: 8.865e-02, eta: 3 days, 21:14:44, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.1497 2021-07-08 19:49:39,069 - mmaction - INFO - Epoch [57][1080/1879] lr: 8.865e-02, eta: 3 days, 21:14:24, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.1536 2021-07-08 19:49:56,008 - mmaction - INFO - Epoch [57][1100/1879] lr: 8.865e-02, eta: 3 days, 21:14:02, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6336, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.1511 2021-07-08 19:50:13,121 - mmaction - INFO - Epoch [57][1120/1879] lr: 8.865e-02, eta: 3 days, 21:13:41, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6504, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.1946 2021-07-08 19:50:30,252 - mmaction - INFO - Epoch [57][1140/1879] lr: 8.865e-02, eta: 3 days, 21:13:21, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6375, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.1239 2021-07-08 19:50:47,379 - mmaction - INFO - Epoch [57][1160/1879] lr: 8.865e-02, eta: 3 days, 21:13:00, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6316, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.1409 2021-07-08 19:51:04,602 - mmaction - INFO - Epoch [57][1180/1879] lr: 8.865e-02, eta: 3 days, 21:12:40, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6281, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.1666 2021-07-08 19:51:21,869 - mmaction - INFO - Epoch [57][1200/1879] lr: 8.865e-02, eta: 3 days, 21:12:20, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6289, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.1308 2021-07-08 19:51:39,025 - mmaction - INFO - Epoch [57][1220/1879] lr: 8.865e-02, eta: 3 days, 21:11:59, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6445, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.1338 2021-07-08 19:51:56,032 - mmaction - INFO - Epoch [57][1240/1879] lr: 8.865e-02, eta: 3 days, 21:11:38, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.1746 2021-07-08 19:52:13,076 - mmaction - INFO - Epoch [57][1260/1879] lr: 8.865e-02, eta: 3 days, 21:11:17, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6316, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.1123 2021-07-08 19:52:30,341 - mmaction - INFO - Epoch [57][1280/1879] lr: 8.865e-02, eta: 3 days, 21:10:57, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6199, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.1179 2021-07-08 19:52:47,438 - mmaction - INFO - Epoch [57][1300/1879] lr: 8.865e-02, eta: 3 days, 21:10:36, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6262, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.1239 2021-07-08 19:53:04,615 - mmaction - INFO - Epoch [57][1320/1879] lr: 8.865e-02, eta: 3 days, 21:10:16, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6461, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.1268 2021-07-08 19:53:21,770 - mmaction - INFO - Epoch [57][1340/1879] lr: 8.865e-02, eta: 3 days, 21:09:55, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6496, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.1510 2021-07-08 19:53:39,083 - mmaction - INFO - Epoch [57][1360/1879] lr: 8.865e-02, eta: 3 days, 21:09:35, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6102, loss_cls: 2.9021, loss: 2.9021, grad_norm: 2.1506 2021-07-08 19:53:56,221 - mmaction - INFO - Epoch [57][1380/1879] lr: 8.865e-02, eta: 3 days, 21:09:14, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6137, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.1215 2021-07-08 19:54:13,433 - mmaction - INFO - Epoch [57][1400/1879] lr: 8.865e-02, eta: 3 days, 21:08:54, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6141, loss_cls: 2.9663, loss: 2.9663, grad_norm: 2.1368 2021-07-08 19:54:30,701 - mmaction - INFO - Epoch [57][1420/1879] lr: 8.865e-02, eta: 3 days, 21:08:34, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7777, loss: 2.7777, grad_norm: 2.0960 2021-07-08 19:54:47,896 - mmaction - INFO - Epoch [57][1440/1879] lr: 8.865e-02, eta: 3 days, 21:08:13, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6066, loss_cls: 2.9660, loss: 2.9660, grad_norm: 2.0656 2021-07-08 19:55:04,988 - mmaction - INFO - Epoch [57][1460/1879] lr: 8.865e-02, eta: 3 days, 21:07:53, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6402, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.1244 2021-07-08 19:55:22,053 - mmaction - INFO - Epoch [57][1480/1879] lr: 8.865e-02, eta: 3 days, 21:07:32, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6320, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.1351 2021-07-08 19:55:39,276 - mmaction - INFO - Epoch [57][1500/1879] lr: 8.865e-02, eta: 3 days, 21:07:11, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6293, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.0819 2021-07-08 19:55:56,468 - mmaction - INFO - Epoch [57][1520/1879] lr: 8.865e-02, eta: 3 days, 21:06:51, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6395, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.1204 2021-07-08 19:56:13,665 - mmaction - INFO - Epoch [57][1540/1879] lr: 8.865e-02, eta: 3 days, 21:06:30, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.9019, loss: 2.9019, grad_norm: 2.1363 2021-07-08 19:56:30,773 - mmaction - INFO - Epoch [57][1560/1879] lr: 8.865e-02, eta: 3 days, 21:06:10, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6266, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.1650 2021-07-08 19:56:48,005 - mmaction - INFO - Epoch [57][1580/1879] lr: 8.865e-02, eta: 3 days, 21:05:49, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6270, loss_cls: 2.8171, loss: 2.8171, grad_norm: 2.1025 2021-07-08 19:57:05,148 - mmaction - INFO - Epoch [57][1600/1879] lr: 8.865e-02, eta: 3 days, 21:05:29, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6496, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.1012 2021-07-08 19:57:22,380 - mmaction - INFO - Epoch [57][1620/1879] lr: 8.865e-02, eta: 3 days, 21:05:08, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6406, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.1399 2021-07-08 19:57:39,480 - mmaction - INFO - Epoch [57][1640/1879] lr: 8.865e-02, eta: 3 days, 21:04:48, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6148, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.1467 2021-07-08 19:57:56,865 - mmaction - INFO - Epoch [57][1660/1879] lr: 8.865e-02, eta: 3 days, 21:04:28, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6152, loss_cls: 2.8621, loss: 2.8621, grad_norm: 2.0695 2021-07-08 19:58:13,890 - mmaction - INFO - Epoch [57][1680/1879] lr: 8.865e-02, eta: 3 days, 21:04:07, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6410, loss_cls: 2.7659, loss: 2.7659, grad_norm: 2.1048 2021-07-08 19:58:31,102 - mmaction - INFO - Epoch [57][1700/1879] lr: 8.865e-02, eta: 3 days, 21:03:46, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6320, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.1503 2021-07-08 19:58:48,228 - mmaction - INFO - Epoch [57][1720/1879] lr: 8.865e-02, eta: 3 days, 21:03:26, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6129, loss_cls: 2.8476, loss: 2.8476, grad_norm: 2.1828 2021-07-08 19:59:05,492 - mmaction - INFO - Epoch [57][1740/1879] lr: 8.865e-02, eta: 3 days, 21:03:06, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6230, loss_cls: 2.8873, loss: 2.8873, grad_norm: 2.1819 2021-07-08 19:59:22,568 - mmaction - INFO - Epoch [57][1760/1879] lr: 8.865e-02, eta: 3 days, 21:02:45, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6180, loss_cls: 2.8557, loss: 2.8557, grad_norm: 2.0844 2021-07-08 19:59:39,736 - mmaction - INFO - Epoch [57][1780/1879] lr: 8.865e-02, eta: 3 days, 21:02:25, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6180, loss_cls: 2.8761, loss: 2.8761, grad_norm: 2.1170 2021-07-08 19:59:56,855 - mmaction - INFO - Epoch [57][1800/1879] lr: 8.865e-02, eta: 3 days, 21:02:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6246, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.0991 2021-07-08 20:00:14,064 - mmaction - INFO - Epoch [57][1820/1879] lr: 8.865e-02, eta: 3 days, 21:01:43, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.1071 2021-07-08 20:00:31,335 - mmaction - INFO - Epoch [57][1840/1879] lr: 8.865e-02, eta: 3 days, 21:01:23, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6195, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.1403 2021-07-08 20:00:48,405 - mmaction - INFO - Epoch [57][1860/1879] lr: 8.865e-02, eta: 3 days, 21:01:02, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6305, loss_cls: 2.7567, loss: 2.7567, grad_norm: 2.0840 2021-07-08 20:01:15,940 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 20:01:15,950 - mmaction - INFO - 106 BN found 2021-07-08 20:05:53,735 - mmaction - INFO - BN stats updated 2021-07-08 20:07:57,924 - mmaction - INFO - Epoch [58][20/1879] lr: 8.826e-02, eta: 3 days, 21:05:32, time: 6.106, data_time: 5.189, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6512, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.1465 2021-07-08 20:08:14,552 - mmaction - INFO - Epoch [58][40/1879] lr: 8.826e-02, eta: 3 days, 21:05:09, time: 0.832, data_time: 0.008, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6363, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.1304 2021-07-08 20:08:31,036 - mmaction - INFO - Epoch [58][60/1879] lr: 8.826e-02, eta: 3 days, 21:04:47, time: 0.825, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6340, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.1463 2021-07-08 20:08:47,637 - mmaction - INFO - Epoch [58][80/1879] lr: 8.826e-02, eta: 3 days, 21:04:24, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6340, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.1298 2021-07-08 20:09:04,197 - mmaction - INFO - Epoch [58][100/1879] lr: 8.826e-02, eta: 3 days, 21:04:01, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.1211 2021-07-08 20:09:20,843 - mmaction - INFO - Epoch [58][120/1879] lr: 8.826e-02, eta: 3 days, 21:03:39, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6379, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.1689 2021-07-08 20:09:37,502 - mmaction - INFO - Epoch [58][140/1879] lr: 8.826e-02, eta: 3 days, 21:03:17, time: 0.833, data_time: 0.001, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6270, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.1856 2021-07-08 20:09:54,297 - mmaction - INFO - Epoch [58][160/1879] lr: 8.826e-02, eta: 3 days, 21:02:55, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6387, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.1241 2021-07-08 20:10:11,339 - mmaction - INFO - Epoch [58][180/1879] lr: 8.826e-02, eta: 3 days, 21:02:34, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6297, loss_cls: 2.8808, loss: 2.8808, grad_norm: 2.1805 2021-07-08 20:10:28,252 - mmaction - INFO - Epoch [58][200/1879] lr: 8.826e-02, eta: 3 days, 21:02:12, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6312, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.0955 2021-07-08 20:10:45,158 - mmaction - INFO - Epoch [58][220/1879] lr: 8.826e-02, eta: 3 days, 21:01:51, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6422, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.1486 2021-07-08 20:11:02,182 - mmaction - INFO - Epoch [58][240/1879] lr: 8.826e-02, eta: 3 days, 21:01:30, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6363, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.1804 2021-07-08 20:11:19,055 - mmaction - INFO - Epoch [58][260/1879] lr: 8.826e-02, eta: 3 days, 21:01:08, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6270, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.1393 2021-07-08 20:11:36,248 - mmaction - INFO - Epoch [58][280/1879] lr: 8.826e-02, eta: 3 days, 21:00:48, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6418, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.1114 2021-07-08 20:11:53,357 - mmaction - INFO - Epoch [58][300/1879] lr: 8.826e-02, eta: 3 days, 21:00:27, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6328, loss_cls: 2.7725, loss: 2.7725, grad_norm: 2.1254 2021-07-08 20:12:10,488 - mmaction - INFO - Epoch [58][320/1879] lr: 8.826e-02, eta: 3 days, 21:00:06, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6406, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.1713 2021-07-08 20:12:27,783 - mmaction - INFO - Epoch [58][340/1879] lr: 8.826e-02, eta: 3 days, 20:59:46, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6324, loss_cls: 2.8183, loss: 2.8183, grad_norm: 2.1723 2021-07-08 20:12:44,842 - mmaction - INFO - Epoch [58][360/1879] lr: 8.826e-02, eta: 3 days, 20:59:25, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6246, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.1345 2021-07-08 20:13:01,966 - mmaction - INFO - Epoch [58][380/1879] lr: 8.826e-02, eta: 3 days, 20:59:05, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6227, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.1452 2021-07-08 20:13:19,017 - mmaction - INFO - Epoch [58][400/1879] lr: 8.826e-02, eta: 3 days, 20:58:43, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6504, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.0959 2021-07-08 20:13:36,305 - mmaction - INFO - Epoch [58][420/1879] lr: 8.826e-02, eta: 3 days, 20:58:23, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6340, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.1585 2021-07-08 20:13:53,460 - mmaction - INFO - Epoch [58][440/1879] lr: 8.826e-02, eta: 3 days, 20:58:03, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6176, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.1441 2021-07-08 20:14:10,608 - mmaction - INFO - Epoch [58][460/1879] lr: 8.826e-02, eta: 3 days, 20:57:42, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6164, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.1292 2021-07-08 20:14:27,678 - mmaction - INFO - Epoch [58][480/1879] lr: 8.826e-02, eta: 3 days, 20:57:21, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6383, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.1327 2021-07-08 20:14:44,735 - mmaction - INFO - Epoch [58][500/1879] lr: 8.826e-02, eta: 3 days, 20:57:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1426 2021-07-08 20:15:02,047 - mmaction - INFO - Epoch [58][520/1879] lr: 8.826e-02, eta: 3 days, 20:56:40, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6277, loss_cls: 2.8102, loss: 2.8102, grad_norm: 2.1517 2021-07-08 20:15:19,051 - mmaction - INFO - Epoch [58][540/1879] lr: 8.826e-02, eta: 3 days, 20:56:19, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6418, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.1000 2021-07-08 20:15:36,229 - mmaction - INFO - Epoch [58][560/1879] lr: 8.826e-02, eta: 3 days, 20:55:59, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6363, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.1715 2021-07-08 20:15:53,399 - mmaction - INFO - Epoch [58][580/1879] lr: 8.826e-02, eta: 3 days, 20:55:38, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6289, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.1666 2021-07-08 20:16:10,591 - mmaction - INFO - Epoch [58][600/1879] lr: 8.826e-02, eta: 3 days, 20:55:18, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6316, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.1338 2021-07-08 20:16:27,632 - mmaction - INFO - Epoch [58][620/1879] lr: 8.826e-02, eta: 3 days, 20:54:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6348, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.2371 2021-07-08 20:16:44,753 - mmaction - INFO - Epoch [58][640/1879] lr: 8.826e-02, eta: 3 days, 20:54:36, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6137, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.1405 2021-07-08 20:17:01,782 - mmaction - INFO - Epoch [58][660/1879] lr: 8.826e-02, eta: 3 days, 20:54:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6344, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.1501 2021-07-08 20:17:18,946 - mmaction - INFO - Epoch [58][680/1879] lr: 8.826e-02, eta: 3 days, 20:53:55, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6234, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.1456 2021-07-08 20:17:36,008 - mmaction - INFO - Epoch [58][700/1879] lr: 8.826e-02, eta: 3 days, 20:53:34, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6363, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.1022 2021-07-08 20:17:53,054 - mmaction - INFO - Epoch [58][720/1879] lr: 8.826e-02, eta: 3 days, 20:53:13, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6398, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.1187 2021-07-08 20:18:10,353 - mmaction - INFO - Epoch [58][740/1879] lr: 8.826e-02, eta: 3 days, 20:52:53, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6445, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.1016 2021-07-08 20:18:27,426 - mmaction - INFO - Epoch [58][760/1879] lr: 8.826e-02, eta: 3 days, 20:52:32, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.8070, loss: 2.8070, grad_norm: 2.1554 2021-07-08 20:18:44,571 - mmaction - INFO - Epoch [58][780/1879] lr: 8.826e-02, eta: 3 days, 20:52:11, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6496, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.1872 2021-07-08 20:19:01,557 - mmaction - INFO - Epoch [58][800/1879] lr: 8.826e-02, eta: 3 days, 20:51:50, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6352, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.0851 2021-07-08 20:19:18,683 - mmaction - INFO - Epoch [58][820/1879] lr: 8.826e-02, eta: 3 days, 20:51:29, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.1473 2021-07-08 20:19:35,821 - mmaction - INFO - Epoch [58][840/1879] lr: 8.826e-02, eta: 3 days, 20:51:09, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6324, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.1433 2021-07-08 20:19:52,828 - mmaction - INFO - Epoch [58][860/1879] lr: 8.826e-02, eta: 3 days, 20:50:48, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6391, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.2190 2021-07-08 20:20:09,938 - mmaction - INFO - Epoch [58][880/1879] lr: 8.826e-02, eta: 3 days, 20:50:27, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6324, loss_cls: 2.8021, loss: 2.8021, grad_norm: 2.1687 2021-07-08 20:20:27,018 - mmaction - INFO - Epoch [58][900/1879] lr: 8.826e-02, eta: 3 days, 20:50:06, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6398, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.0834 2021-07-08 20:20:44,209 - mmaction - INFO - Epoch [58][920/1879] lr: 8.826e-02, eta: 3 days, 20:49:46, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.1129 2021-07-08 20:21:01,400 - mmaction - INFO - Epoch [58][940/1879] lr: 8.826e-02, eta: 3 days, 20:49:25, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6492, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.1904 2021-07-08 20:21:18,536 - mmaction - INFO - Epoch [58][960/1879] lr: 8.826e-02, eta: 3 days, 20:49:05, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6309, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.1436 2021-07-08 20:21:35,766 - mmaction - INFO - Epoch [58][980/1879] lr: 8.826e-02, eta: 3 days, 20:48:44, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6469, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.1083 2021-07-08 20:21:52,779 - mmaction - INFO - Epoch [58][1000/1879] lr: 8.826e-02, eta: 3 days, 20:48:23, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6438, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.1992 2021-07-08 20:22:09,963 - mmaction - INFO - Epoch [58][1020/1879] lr: 8.826e-02, eta: 3 days, 20:48:03, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6379, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.1636 2021-07-08 20:22:27,269 - mmaction - INFO - Epoch [58][1040/1879] lr: 8.826e-02, eta: 3 days, 20:47:43, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6250, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.1429 2021-07-08 20:22:44,317 - mmaction - INFO - Epoch [58][1060/1879] lr: 8.826e-02, eta: 3 days, 20:47:22, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6289, loss_cls: 2.8074, loss: 2.8074, grad_norm: 2.1627 2021-07-08 20:23:01,582 - mmaction - INFO - Epoch [58][1080/1879] lr: 8.826e-02, eta: 3 days, 20:47:02, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6297, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.0887 2021-07-08 20:23:18,809 - mmaction - INFO - Epoch [58][1100/1879] lr: 8.826e-02, eta: 3 days, 20:46:41, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6402, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.1525 2021-07-08 20:23:35,979 - mmaction - INFO - Epoch [58][1120/1879] lr: 8.826e-02, eta: 3 days, 20:46:21, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6281, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.1859 2021-07-08 20:23:53,124 - mmaction - INFO - Epoch [58][1140/1879] lr: 8.826e-02, eta: 3 days, 20:46:00, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6152, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.1381 2021-07-08 20:24:10,609 - mmaction - INFO - Epoch [58][1160/1879] lr: 8.826e-02, eta: 3 days, 20:45:41, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6367, loss_cls: 2.8114, loss: 2.8114, grad_norm: 2.1664 2021-07-08 20:24:27,777 - mmaction - INFO - Epoch [58][1180/1879] lr: 8.826e-02, eta: 3 days, 20:45:21, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6301, loss_cls: 2.8102, loss: 2.8102, grad_norm: 2.1401 2021-07-08 20:24:44,978 - mmaction - INFO - Epoch [58][1200/1879] lr: 8.826e-02, eta: 3 days, 20:45:00, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6320, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.0978 2021-07-08 20:25:02,123 - mmaction - INFO - Epoch [58][1220/1879] lr: 8.826e-02, eta: 3 days, 20:44:39, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6160, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.1840 2021-07-08 20:25:19,034 - mmaction - INFO - Epoch [58][1240/1879] lr: 8.826e-02, eta: 3 days, 20:44:18, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6414, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.1701 2021-07-08 20:25:36,284 - mmaction - INFO - Epoch [58][1260/1879] lr: 8.826e-02, eta: 3 days, 20:43:58, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6367, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.1975 2021-07-08 20:25:53,503 - mmaction - INFO - Epoch [58][1280/1879] lr: 8.826e-02, eta: 3 days, 20:43:38, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6270, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.1564 2021-07-08 20:26:10,533 - mmaction - INFO - Epoch [58][1300/1879] lr: 8.826e-02, eta: 3 days, 20:43:17, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6238, loss_cls: 2.8360, loss: 2.8360, grad_norm: 2.1349 2021-07-08 20:26:27,422 - mmaction - INFO - Epoch [58][1320/1879] lr: 8.826e-02, eta: 3 days, 20:42:55, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6410, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.1274 2021-07-08 20:26:44,598 - mmaction - INFO - Epoch [58][1340/1879] lr: 8.826e-02, eta: 3 days, 20:42:35, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6391, loss_cls: 2.7705, loss: 2.7705, grad_norm: 2.1613 2021-07-08 20:27:01,700 - mmaction - INFO - Epoch [58][1360/1879] lr: 8.826e-02, eta: 3 days, 20:42:14, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6168, loss_cls: 2.9145, loss: 2.9145, grad_norm: 2.1817 2021-07-08 20:27:18,726 - mmaction - INFO - Epoch [58][1380/1879] lr: 8.826e-02, eta: 3 days, 20:41:53, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.1444 2021-07-08 20:27:35,975 - mmaction - INFO - Epoch [58][1400/1879] lr: 8.826e-02, eta: 3 days, 20:41:33, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6504, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.1047 2021-07-08 20:27:53,078 - mmaction - INFO - Epoch [58][1420/1879] lr: 8.826e-02, eta: 3 days, 20:41:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6094, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.1313 2021-07-08 20:28:10,274 - mmaction - INFO - Epoch [58][1440/1879] lr: 8.826e-02, eta: 3 days, 20:40:52, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6340, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.1003 2021-07-08 20:28:27,377 - mmaction - INFO - Epoch [58][1460/1879] lr: 8.826e-02, eta: 3 days, 20:40:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6340, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.1433 2021-07-08 20:28:44,639 - mmaction - INFO - Epoch [58][1480/1879] lr: 8.826e-02, eta: 3 days, 20:40:11, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.0969 2021-07-08 20:29:01,825 - mmaction - INFO - Epoch [58][1500/1879] lr: 8.826e-02, eta: 3 days, 20:39:51, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6293, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.1278 2021-07-08 20:29:19,002 - mmaction - INFO - Epoch [58][1520/1879] lr: 8.826e-02, eta: 3 days, 20:39:30, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6395, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.1716 2021-07-08 20:29:36,157 - mmaction - INFO - Epoch [58][1540/1879] lr: 8.826e-02, eta: 3 days, 20:39:10, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6133, loss_cls: 2.8423, loss: 2.8423, grad_norm: 2.1914 2021-07-08 20:29:53,415 - mmaction - INFO - Epoch [58][1560/1879] lr: 8.826e-02, eta: 3 days, 20:38:49, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6281, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.1119 2021-07-08 20:30:10,474 - mmaction - INFO - Epoch [58][1580/1879] lr: 8.826e-02, eta: 3 days, 20:38:29, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6316, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.1236 2021-07-08 20:30:27,509 - mmaction - INFO - Epoch [58][1600/1879] lr: 8.826e-02, eta: 3 days, 20:38:08, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.8026, loss: 2.8026, grad_norm: 2.1858 2021-07-08 20:30:44,622 - mmaction - INFO - Epoch [58][1620/1879] lr: 8.826e-02, eta: 3 days, 20:37:47, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6211, loss_cls: 2.8694, loss: 2.8694, grad_norm: 2.1972 2021-07-08 20:31:01,876 - mmaction - INFO - Epoch [58][1640/1879] lr: 8.826e-02, eta: 3 days, 20:37:27, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6242, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.1459 2021-07-08 20:31:18,883 - mmaction - INFO - Epoch [58][1660/1879] lr: 8.826e-02, eta: 3 days, 20:37:06, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6168, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.1299 2021-07-08 20:31:35,899 - mmaction - INFO - Epoch [58][1680/1879] lr: 8.826e-02, eta: 3 days, 20:36:45, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6324, loss_cls: 2.7468, loss: 2.7468, grad_norm: 2.1001 2021-07-08 20:31:53,177 - mmaction - INFO - Epoch [58][1700/1879] lr: 8.826e-02, eta: 3 days, 20:36:25, time: 0.868, data_time: 0.010, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6480, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.1670 2021-07-08 20:32:10,327 - mmaction - INFO - Epoch [58][1720/1879] lr: 8.826e-02, eta: 3 days, 20:36:04, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6137, loss_cls: 2.8842, loss: 2.8842, grad_norm: 2.1921 2021-07-08 20:32:27,560 - mmaction - INFO - Epoch [58][1740/1879] lr: 8.826e-02, eta: 3 days, 20:35:44, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6289, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.0942 2021-07-08 20:32:44,777 - mmaction - INFO - Epoch [58][1760/1879] lr: 8.826e-02, eta: 3 days, 20:35:24, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.1108 2021-07-08 20:33:01,698 - mmaction - INFO - Epoch [58][1780/1879] lr: 8.826e-02, eta: 3 days, 20:35:02, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6277, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.1028 2021-07-08 20:33:18,930 - mmaction - INFO - Epoch [58][1800/1879] lr: 8.826e-02, eta: 3 days, 20:34:42, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6359, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1013 2021-07-08 20:33:36,021 - mmaction - INFO - Epoch [58][1820/1879] lr: 8.826e-02, eta: 3 days, 20:34:21, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6191, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.1723 2021-07-08 20:33:53,074 - mmaction - INFO - Epoch [58][1840/1879] lr: 8.826e-02, eta: 3 days, 20:34:00, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6383, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.1611 2021-07-08 20:34:10,057 - mmaction - INFO - Epoch [58][1860/1879] lr: 8.826e-02, eta: 3 days, 20:33:39, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6160, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.1254 2021-07-08 20:34:38,909 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 20:34:38,913 - mmaction - INFO - 106 BN found 2021-07-08 20:39:18,576 - mmaction - INFO - BN stats updated 2021-07-08 20:41:18,910 - mmaction - INFO - Epoch [59][20/1879] lr: 8.786e-02, eta: 3 days, 20:37:49, time: 5.914, data_time: 5.020, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6344, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.0981 2021-07-08 20:41:35,534 - mmaction - INFO - Epoch [59][40/1879] lr: 8.786e-02, eta: 3 days, 20:37:27, time: 0.832, data_time: 0.007, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.1513 2021-07-08 20:41:52,020 - mmaction - INFO - Epoch [59][60/1879] lr: 8.786e-02, eta: 3 days, 20:37:04, time: 0.825, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6316, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.1453 2021-07-08 20:42:08,458 - mmaction - INFO - Epoch [59][80/1879] lr: 8.786e-02, eta: 3 days, 20:36:41, time: 0.822, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.1306 2021-07-08 20:42:25,034 - mmaction - INFO - Epoch [59][100/1879] lr: 8.786e-02, eta: 3 days, 20:36:18, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6359, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.1436 2021-07-08 20:42:41,792 - mmaction - INFO - Epoch [59][120/1879] lr: 8.786e-02, eta: 3 days, 20:35:56, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6324, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.1832 2021-07-08 20:42:58,503 - mmaction - INFO - Epoch [59][140/1879] lr: 8.786e-02, eta: 3 days, 20:35:34, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6207, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.1649 2021-07-08 20:43:15,433 - mmaction - INFO - Epoch [59][160/1879] lr: 8.786e-02, eta: 3 days, 20:35:13, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6340, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.1647 2021-07-08 20:43:32,341 - mmaction - INFO - Epoch [59][180/1879] lr: 8.786e-02, eta: 3 days, 20:34:52, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6230, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.1233 2021-07-08 20:43:49,448 - mmaction - INFO - Epoch [59][200/1879] lr: 8.786e-02, eta: 3 days, 20:34:31, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6312, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.1732 2021-07-08 20:44:06,512 - mmaction - INFO - Epoch [59][220/1879] lr: 8.786e-02, eta: 3 days, 20:34:10, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6266, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.1655 2021-07-08 20:44:23,529 - mmaction - INFO - Epoch [59][240/1879] lr: 8.786e-02, eta: 3 days, 20:33:49, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6430, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.1264 2021-07-08 20:44:40,579 - mmaction - INFO - Epoch [59][260/1879] lr: 8.786e-02, eta: 3 days, 20:33:28, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6391, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1933 2021-07-08 20:44:57,771 - mmaction - INFO - Epoch [59][280/1879] lr: 8.786e-02, eta: 3 days, 20:33:07, time: 0.855, data_time: 0.011, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6406, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.2001 2021-07-08 20:45:15,040 - mmaction - INFO - Epoch [59][300/1879] lr: 8.786e-02, eta: 3 days, 20:32:48, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6480, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.1113 2021-07-08 20:45:32,139 - mmaction - INFO - Epoch [59][320/1879] lr: 8.786e-02, eta: 3 days, 20:32:27, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6285, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1492 2021-07-08 20:45:49,135 - mmaction - INFO - Epoch [59][340/1879] lr: 8.786e-02, eta: 3 days, 20:32:06, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6285, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.1461 2021-07-08 20:46:06,156 - mmaction - INFO - Epoch [59][360/1879] lr: 8.786e-02, eta: 3 days, 20:31:45, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.8580, loss: 2.8580, grad_norm: 2.1257 2021-07-08 20:46:23,239 - mmaction - INFO - Epoch [59][380/1879] lr: 8.786e-02, eta: 3 days, 20:31:24, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6250, loss_cls: 2.8316, loss: 2.8316, grad_norm: 2.0928 2021-07-08 20:46:40,284 - mmaction - INFO - Epoch [59][400/1879] lr: 8.786e-02, eta: 3 days, 20:31:03, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6250, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.1649 2021-07-08 20:46:57,170 - mmaction - INFO - Epoch [59][420/1879] lr: 8.786e-02, eta: 3 days, 20:30:42, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6223, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.1397 2021-07-08 20:47:14,082 - mmaction - INFO - Epoch [59][440/1879] lr: 8.786e-02, eta: 3 days, 20:30:20, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6262, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.1651 2021-07-08 20:47:31,189 - mmaction - INFO - Epoch [59][460/1879] lr: 8.786e-02, eta: 3 days, 20:29:59, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6395, loss_cls: 2.7594, loss: 2.7594, grad_norm: 2.0798 2021-07-08 20:47:48,264 - mmaction - INFO - Epoch [59][480/1879] lr: 8.786e-02, eta: 3 days, 20:29:39, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6352, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.1374 2021-07-08 20:48:05,295 - mmaction - INFO - Epoch [59][500/1879] lr: 8.786e-02, eta: 3 days, 20:29:18, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6215, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.1588 2021-07-08 20:48:22,316 - mmaction - INFO - Epoch [59][520/1879] lr: 8.786e-02, eta: 3 days, 20:28:57, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6457, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.1548 2021-07-08 20:48:39,592 - mmaction - INFO - Epoch [59][540/1879] lr: 8.786e-02, eta: 3 days, 20:28:37, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6141, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.1856 2021-07-08 20:48:56,582 - mmaction - INFO - Epoch [59][560/1879] lr: 8.786e-02, eta: 3 days, 20:28:16, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6402, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.2072 2021-07-08 20:49:13,721 - mmaction - INFO - Epoch [59][580/1879] lr: 8.786e-02, eta: 3 days, 20:27:55, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6195, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.0862 2021-07-08 20:49:30,884 - mmaction - INFO - Epoch [59][600/1879] lr: 8.786e-02, eta: 3 days, 20:27:34, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6211, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.1521 2021-07-08 20:49:48,021 - mmaction - INFO - Epoch [59][620/1879] lr: 8.786e-02, eta: 3 days, 20:27:14, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6633, loss_cls: 2.6696, loss: 2.6696, grad_norm: 2.1392 2021-07-08 20:50:05,065 - mmaction - INFO - Epoch [59][640/1879] lr: 8.786e-02, eta: 3 days, 20:26:53, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6285, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.1285 2021-07-08 20:50:21,979 - mmaction - INFO - Epoch [59][660/1879] lr: 8.786e-02, eta: 3 days, 20:26:32, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6363, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.0932 2021-07-08 20:50:39,084 - mmaction - INFO - Epoch [59][680/1879] lr: 8.786e-02, eta: 3 days, 20:26:11, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6223, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.1844 2021-07-08 20:50:56,086 - mmaction - INFO - Epoch [59][700/1879] lr: 8.786e-02, eta: 3 days, 20:25:50, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8612, loss: 2.8612, grad_norm: 2.1459 2021-07-08 20:51:13,213 - mmaction - INFO - Epoch [59][720/1879] lr: 8.786e-02, eta: 3 days, 20:25:29, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6277, loss_cls: 2.8335, loss: 2.8335, grad_norm: 2.1488 2021-07-08 20:51:30,312 - mmaction - INFO - Epoch [59][740/1879] lr: 8.786e-02, eta: 3 days, 20:25:09, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.1472 2021-07-08 20:51:47,491 - mmaction - INFO - Epoch [59][760/1879] lr: 8.786e-02, eta: 3 days, 20:24:48, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6469, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.1042 2021-07-08 20:52:04,545 - mmaction - INFO - Epoch [59][780/1879] lr: 8.786e-02, eta: 3 days, 20:24:27, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6363, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.1569 2021-07-08 20:52:21,713 - mmaction - INFO - Epoch [59][800/1879] lr: 8.786e-02, eta: 3 days, 20:24:07, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6438, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.1126 2021-07-08 20:52:38,806 - mmaction - INFO - Epoch [59][820/1879] lr: 8.786e-02, eta: 3 days, 20:23:46, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6160, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.1814 2021-07-08 20:52:56,007 - mmaction - INFO - Epoch [59][840/1879] lr: 8.786e-02, eta: 3 days, 20:23:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6352, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.1538 2021-07-08 20:53:13,099 - mmaction - INFO - Epoch [59][860/1879] lr: 8.786e-02, eta: 3 days, 20:23:05, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6457, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.1420 2021-07-08 20:53:30,330 - mmaction - INFO - Epoch [59][880/1879] lr: 8.786e-02, eta: 3 days, 20:22:45, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6375, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.1516 2021-07-08 20:53:47,503 - mmaction - INFO - Epoch [59][900/1879] lr: 8.786e-02, eta: 3 days, 20:22:24, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6426, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.1119 2021-07-08 20:54:04,530 - mmaction - INFO - Epoch [59][920/1879] lr: 8.786e-02, eta: 3 days, 20:22:04, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6156, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.1479 2021-07-08 20:54:21,715 - mmaction - INFO - Epoch [59][940/1879] lr: 8.786e-02, eta: 3 days, 20:21:43, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6504, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.1220 2021-07-08 20:54:38,816 - mmaction - INFO - Epoch [59][960/1879] lr: 8.786e-02, eta: 3 days, 20:21:22, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6281, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.1378 2021-07-08 20:54:55,858 - mmaction - INFO - Epoch [59][980/1879] lr: 8.786e-02, eta: 3 days, 20:21:01, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6336, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.1381 2021-07-08 20:55:12,836 - mmaction - INFO - Epoch [59][1000/1879] lr: 8.786e-02, eta: 3 days, 20:20:40, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6352, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.1879 2021-07-08 20:55:29,905 - mmaction - INFO - Epoch [59][1020/1879] lr: 8.786e-02, eta: 3 days, 20:20:20, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6172, loss_cls: 2.8618, loss: 2.8618, grad_norm: 2.1480 2021-07-08 20:55:47,082 - mmaction - INFO - Epoch [59][1040/1879] lr: 8.786e-02, eta: 3 days, 20:19:59, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6352, loss_cls: 2.8181, loss: 2.8181, grad_norm: 2.1282 2021-07-08 20:56:04,349 - mmaction - INFO - Epoch [59][1060/1879] lr: 8.786e-02, eta: 3 days, 20:19:39, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6379, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.1419 2021-07-08 20:56:21,324 - mmaction - INFO - Epoch [59][1080/1879] lr: 8.786e-02, eta: 3 days, 20:19:18, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6391, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.2287 2021-07-08 20:56:38,640 - mmaction - INFO - Epoch [59][1100/1879] lr: 8.786e-02, eta: 3 days, 20:18:58, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6281, loss_cls: 2.8455, loss: 2.8455, grad_norm: 2.1634 2021-07-08 20:56:55,613 - mmaction - INFO - Epoch [59][1120/1879] lr: 8.786e-02, eta: 3 days, 20:18:37, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.1241 2021-07-08 20:57:12,561 - mmaction - INFO - Epoch [59][1140/1879] lr: 8.786e-02, eta: 3 days, 20:18:16, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6176, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.2123 2021-07-08 20:57:29,537 - mmaction - INFO - Epoch [59][1160/1879] lr: 8.786e-02, eta: 3 days, 20:17:55, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6500, loss_cls: 2.7307, loss: 2.7307, grad_norm: 2.0941 2021-07-08 20:57:46,685 - mmaction - INFO - Epoch [59][1180/1879] lr: 8.786e-02, eta: 3 days, 20:17:34, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6395, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.1629 2021-07-08 20:58:03,815 - mmaction - INFO - Epoch [59][1200/1879] lr: 8.786e-02, eta: 3 days, 20:17:14, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6457, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.1549 2021-07-08 20:58:20,720 - mmaction - INFO - Epoch [59][1220/1879] lr: 8.786e-02, eta: 3 days, 20:16:52, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6316, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.1672 2021-07-08 20:58:37,846 - mmaction - INFO - Epoch [59][1240/1879] lr: 8.786e-02, eta: 3 days, 20:16:32, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6359, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.2232 2021-07-08 20:58:54,911 - mmaction - INFO - Epoch [59][1260/1879] lr: 8.786e-02, eta: 3 days, 20:16:11, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6293, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.1215 2021-07-08 20:59:11,976 - mmaction - INFO - Epoch [59][1280/1879] lr: 8.786e-02, eta: 3 days, 20:15:50, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6270, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.1459 2021-07-08 20:59:29,015 - mmaction - INFO - Epoch [59][1300/1879] lr: 8.786e-02, eta: 3 days, 20:15:29, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.1652 2021-07-08 20:59:46,091 - mmaction - INFO - Epoch [59][1320/1879] lr: 8.786e-02, eta: 3 days, 20:15:08, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6395, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.1344 2021-07-08 21:00:03,286 - mmaction - INFO - Epoch [59][1340/1879] lr: 8.786e-02, eta: 3 days, 20:14:48, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.1523 2021-07-08 21:00:20,415 - mmaction - INFO - Epoch [59][1360/1879] lr: 8.786e-02, eta: 3 days, 20:14:28, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.1097 2021-07-08 21:00:37,723 - mmaction - INFO - Epoch [59][1380/1879] lr: 8.786e-02, eta: 3 days, 20:14:08, time: 0.865, data_time: 0.000, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6328, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.1405 2021-07-08 21:00:54,769 - mmaction - INFO - Epoch [59][1400/1879] lr: 8.786e-02, eta: 3 days, 20:13:47, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6230, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.1672 2021-07-08 21:01:11,688 - mmaction - INFO - Epoch [59][1420/1879] lr: 8.786e-02, eta: 3 days, 20:13:25, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6344, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.1186 2021-07-08 21:01:28,758 - mmaction - INFO - Epoch [59][1440/1879] lr: 8.786e-02, eta: 3 days, 20:13:05, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6516, loss_cls: 2.7313, loss: 2.7313, grad_norm: 2.1193 2021-07-08 21:01:45,930 - mmaction - INFO - Epoch [59][1460/1879] lr: 8.786e-02, eta: 3 days, 20:12:44, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6250, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.1304 2021-07-08 21:02:03,012 - mmaction - INFO - Epoch [59][1480/1879] lr: 8.786e-02, eta: 3 days, 20:12:23, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6203, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.1737 2021-07-08 21:02:20,066 - mmaction - INFO - Epoch [59][1500/1879] lr: 8.786e-02, eta: 3 days, 20:12:03, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6223, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.0878 2021-07-08 21:02:37,215 - mmaction - INFO - Epoch [59][1520/1879] lr: 8.786e-02, eta: 3 days, 20:11:42, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.1854 2021-07-08 21:02:54,385 - mmaction - INFO - Epoch [59][1540/1879] lr: 8.786e-02, eta: 3 days, 20:11:22, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6168, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.1655 2021-07-08 21:03:11,318 - mmaction - INFO - Epoch [59][1560/1879] lr: 8.786e-02, eta: 3 days, 20:11:01, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6402, loss_cls: 2.7842, loss: 2.7842, grad_norm: 2.1355 2021-07-08 21:03:28,431 - mmaction - INFO - Epoch [59][1580/1879] lr: 8.786e-02, eta: 3 days, 20:10:40, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6371, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.1802 2021-07-08 21:03:45,299 - mmaction - INFO - Epoch [59][1600/1879] lr: 8.786e-02, eta: 3 days, 20:10:19, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.7969, loss: 2.7969, grad_norm: 2.1569 2021-07-08 21:04:02,322 - mmaction - INFO - Epoch [59][1620/1879] lr: 8.786e-02, eta: 3 days, 20:09:58, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.1061 2021-07-08 21:04:19,454 - mmaction - INFO - Epoch [59][1640/1879] lr: 8.786e-02, eta: 3 days, 20:09:37, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6262, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.1027 2021-07-08 21:04:36,339 - mmaction - INFO - Epoch [59][1660/1879] lr: 8.786e-02, eta: 3 days, 20:09:16, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6422, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.1491 2021-07-08 21:04:53,318 - mmaction - INFO - Epoch [59][1680/1879] lr: 8.786e-02, eta: 3 days, 20:08:55, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6227, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.1620 2021-07-08 21:05:10,599 - mmaction - INFO - Epoch [59][1700/1879] lr: 8.786e-02, eta: 3 days, 20:08:35, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6254, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.1282 2021-07-08 21:05:27,505 - mmaction - INFO - Epoch [59][1720/1879] lr: 8.786e-02, eta: 3 days, 20:08:13, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6246, loss_cls: 2.8424, loss: 2.8424, grad_norm: 2.1112 2021-07-08 21:05:44,626 - mmaction - INFO - Epoch [59][1740/1879] lr: 8.786e-02, eta: 3 days, 20:07:53, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6324, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.1575 2021-07-08 21:06:01,532 - mmaction - INFO - Epoch [59][1760/1879] lr: 8.786e-02, eta: 3 days, 20:07:32, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6297, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.1381 2021-07-08 21:06:18,531 - mmaction - INFO - Epoch [59][1780/1879] lr: 8.786e-02, eta: 3 days, 20:07:11, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6273, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.1600 2021-07-08 21:06:35,549 - mmaction - INFO - Epoch [59][1800/1879] lr: 8.786e-02, eta: 3 days, 20:06:50, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6430, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.1309 2021-07-08 21:06:52,497 - mmaction - INFO - Epoch [59][1820/1879] lr: 8.786e-02, eta: 3 days, 20:06:29, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6289, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1635 2021-07-08 21:07:09,608 - mmaction - INFO - Epoch [59][1840/1879] lr: 8.786e-02, eta: 3 days, 20:06:08, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6270, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.1193 2021-07-08 21:07:26,812 - mmaction - INFO - Epoch [59][1860/1879] lr: 8.786e-02, eta: 3 days, 20:05:48, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6352, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.1583 2021-07-08 21:07:51,984 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 21:07:51,988 - mmaction - INFO - 106 BN found 2021-07-08 21:12:31,440 - mmaction - INFO - BN stats updated 2021-07-08 21:14:49,084 - mmaction - INFO - Epoch [60][20/1879] lr: 8.746e-02, eta: 3 days, 20:10:49, time: 6.779, data_time: 5.793, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6387, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.2155 2021-07-08 21:15:05,577 - mmaction - INFO - Epoch [60][40/1879] lr: 8.746e-02, eta: 3 days, 20:10:26, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6395, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.1427 2021-07-08 21:15:22,024 - mmaction - INFO - Epoch [60][60/1879] lr: 8.746e-02, eta: 3 days, 20:10:03, time: 0.821, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6316, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.1100 2021-07-08 21:15:38,589 - mmaction - INFO - Epoch [60][80/1879] lr: 8.746e-02, eta: 3 days, 20:09:41, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.1196 2021-07-08 21:15:55,214 - mmaction - INFO - Epoch [60][100/1879] lr: 8.746e-02, eta: 3 days, 20:09:18, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.1375 2021-07-08 21:16:12,064 - mmaction - INFO - Epoch [60][120/1879] lr: 8.746e-02, eta: 3 days, 20:08:57, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6402, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.1885 2021-07-08 21:16:28,936 - mmaction - INFO - Epoch [60][140/1879] lr: 8.746e-02, eta: 3 days, 20:08:35, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6438, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.1413 2021-07-08 21:16:45,672 - mmaction - INFO - Epoch [60][160/1879] lr: 8.746e-02, eta: 3 days, 20:08:14, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6324, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.2068 2021-07-08 21:17:02,572 - mmaction - INFO - Epoch [60][180/1879] lr: 8.746e-02, eta: 3 days, 20:07:52, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6328, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.1693 2021-07-08 21:17:19,412 - mmaction - INFO - Epoch [60][200/1879] lr: 8.746e-02, eta: 3 days, 20:07:31, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6309, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.1778 2021-07-08 21:17:36,365 - mmaction - INFO - Epoch [60][220/1879] lr: 8.746e-02, eta: 3 days, 20:07:09, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6355, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.1575 2021-07-08 21:17:53,463 - mmaction - INFO - Epoch [60][240/1879] lr: 8.746e-02, eta: 3 days, 20:06:49, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.7921, loss: 2.7921, grad_norm: 2.1299 2021-07-08 21:18:10,569 - mmaction - INFO - Epoch [60][260/1879] lr: 8.746e-02, eta: 3 days, 20:06:28, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6277, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.1259 2021-07-08 21:18:27,443 - mmaction - INFO - Epoch [60][280/1879] lr: 8.746e-02, eta: 3 days, 20:06:07, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6367, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.1486 2021-07-08 21:18:44,576 - mmaction - INFO - Epoch [60][300/1879] lr: 8.746e-02, eta: 3 days, 20:05:46, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6387, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.0944 2021-07-08 21:19:01,673 - mmaction - INFO - Epoch [60][320/1879] lr: 8.746e-02, eta: 3 days, 20:05:25, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6465, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.1598 2021-07-08 21:19:18,850 - mmaction - INFO - Epoch [60][340/1879] lr: 8.746e-02, eta: 3 days, 20:05:05, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8391, loss: 2.8391, grad_norm: 2.1526 2021-07-08 21:19:36,099 - mmaction - INFO - Epoch [60][360/1879] lr: 8.746e-02, eta: 3 days, 20:04:45, time: 0.861, data_time: 0.008, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6223, loss_cls: 2.8244, loss: 2.8244, grad_norm: 2.1700 2021-07-08 21:19:53,047 - mmaction - INFO - Epoch [60][380/1879] lr: 8.746e-02, eta: 3 days, 20:04:24, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6395, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1572 2021-07-08 21:20:10,303 - mmaction - INFO - Epoch [60][400/1879] lr: 8.746e-02, eta: 3 days, 20:04:03, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6418, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.1401 2021-07-08 21:20:27,338 - mmaction - INFO - Epoch [60][420/1879] lr: 8.746e-02, eta: 3 days, 20:03:42, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6559, loss_cls: 2.7587, loss: 2.7587, grad_norm: 2.1590 2021-07-08 21:20:44,430 - mmaction - INFO - Epoch [60][440/1879] lr: 8.746e-02, eta: 3 days, 20:03:22, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6461, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.1746 2021-07-08 21:21:01,556 - mmaction - INFO - Epoch [60][460/1879] lr: 8.746e-02, eta: 3 days, 20:03:01, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6246, loss_cls: 2.8589, loss: 2.8589, grad_norm: 2.1773 2021-07-08 21:21:18,761 - mmaction - INFO - Epoch [60][480/1879] lr: 8.746e-02, eta: 3 days, 20:02:41, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6234, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.1582 2021-07-08 21:21:35,988 - mmaction - INFO - Epoch [60][500/1879] lr: 8.746e-02, eta: 3 days, 20:02:21, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6348, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.1776 2021-07-08 21:21:52,899 - mmaction - INFO - Epoch [60][520/1879] lr: 8.746e-02, eta: 3 days, 20:01:59, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6141, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.1686 2021-07-08 21:22:09,916 - mmaction - INFO - Epoch [60][540/1879] lr: 8.746e-02, eta: 3 days, 20:01:38, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.1054 2021-07-08 21:22:26,974 - mmaction - INFO - Epoch [60][560/1879] lr: 8.746e-02, eta: 3 days, 20:01:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6266, loss_cls: 2.8183, loss: 2.8183, grad_norm: 2.1469 2021-07-08 21:22:44,000 - mmaction - INFO - Epoch [60][580/1879] lr: 8.746e-02, eta: 3 days, 20:00:57, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6387, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.1525 2021-07-08 21:23:01,329 - mmaction - INFO - Epoch [60][600/1879] lr: 8.746e-02, eta: 3 days, 20:00:37, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6430, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.0920 2021-07-08 21:23:18,325 - mmaction - INFO - Epoch [60][620/1879] lr: 8.746e-02, eta: 3 days, 20:00:16, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6352, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.1769 2021-07-08 21:23:35,291 - mmaction - INFO - Epoch [60][640/1879] lr: 8.746e-02, eta: 3 days, 19:59:55, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6445, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.1240 2021-07-08 21:23:52,458 - mmaction - INFO - Epoch [60][660/1879] lr: 8.746e-02, eta: 3 days, 19:59:34, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6371, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.1869 2021-07-08 21:24:09,654 - mmaction - INFO - Epoch [60][680/1879] lr: 8.746e-02, eta: 3 days, 19:59:14, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6340, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.1632 2021-07-08 21:24:26,692 - mmaction - INFO - Epoch [60][700/1879] lr: 8.746e-02, eta: 3 days, 19:58:53, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6309, loss_cls: 2.8128, loss: 2.8128, grad_norm: 2.1151 2021-07-08 21:24:43,830 - mmaction - INFO - Epoch [60][720/1879] lr: 8.746e-02, eta: 3 days, 19:58:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6340, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.1466 2021-07-08 21:25:00,902 - mmaction - INFO - Epoch [60][740/1879] lr: 8.746e-02, eta: 3 days, 19:58:12, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6410, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.1274 2021-07-08 21:25:17,866 - mmaction - INFO - Epoch [60][760/1879] lr: 8.746e-02, eta: 3 days, 19:57:51, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6406, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.1445 2021-07-08 21:25:35,092 - mmaction - INFO - Epoch [60][780/1879] lr: 8.746e-02, eta: 3 days, 19:57:30, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.1634 2021-07-08 21:25:52,088 - mmaction - INFO - Epoch [60][800/1879] lr: 8.746e-02, eta: 3 days, 19:57:09, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6172, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.1628 2021-07-08 21:26:09,247 - mmaction - INFO - Epoch [60][820/1879] lr: 8.746e-02, eta: 3 days, 19:56:49, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6234, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.1798 2021-07-08 21:26:26,499 - mmaction - INFO - Epoch [60][840/1879] lr: 8.746e-02, eta: 3 days, 19:56:29, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6344, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.1521 2021-07-08 21:26:43,501 - mmaction - INFO - Epoch [60][860/1879] lr: 8.746e-02, eta: 3 days, 19:56:08, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6297, loss_cls: 2.8267, loss: 2.8267, grad_norm: 2.1508 2021-07-08 21:27:00,707 - mmaction - INFO - Epoch [60][880/1879] lr: 8.746e-02, eta: 3 days, 19:55:47, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.1348 2021-07-08 21:27:17,680 - mmaction - INFO - Epoch [60][900/1879] lr: 8.746e-02, eta: 3 days, 19:55:27, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6398, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.1233 2021-07-08 21:27:35,038 - mmaction - INFO - Epoch [60][920/1879] lr: 8.746e-02, eta: 3 days, 19:55:07, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6211, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.1691 2021-07-08 21:27:52,096 - mmaction - INFO - Epoch [60][940/1879] lr: 8.746e-02, eta: 3 days, 19:54:46, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6363, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.1166 2021-07-08 21:28:09,320 - mmaction - INFO - Epoch [60][960/1879] lr: 8.746e-02, eta: 3 days, 19:54:26, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6379, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.0973 2021-07-08 21:28:26,312 - mmaction - INFO - Epoch [60][980/1879] lr: 8.746e-02, eta: 3 days, 19:54:05, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6348, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.1018 2021-07-08 21:28:43,489 - mmaction - INFO - Epoch [60][1000/1879] lr: 8.746e-02, eta: 3 days, 19:53:44, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6418, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.1295 2021-07-08 21:29:00,390 - mmaction - INFO - Epoch [60][1020/1879] lr: 8.746e-02, eta: 3 days, 19:53:23, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6160, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.1028 2021-07-08 21:29:17,466 - mmaction - INFO - Epoch [60][1040/1879] lr: 8.746e-02, eta: 3 days, 19:53:02, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6352, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.0932 2021-07-08 21:29:34,615 - mmaction - INFO - Epoch [60][1060/1879] lr: 8.746e-02, eta: 3 days, 19:52:42, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6332, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.1193 2021-07-08 21:29:51,625 - mmaction - INFO - Epoch [60][1080/1879] lr: 8.746e-02, eta: 3 days, 19:52:21, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6332, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.1439 2021-07-08 21:30:08,837 - mmaction - INFO - Epoch [60][1100/1879] lr: 8.746e-02, eta: 3 days, 19:52:01, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6363, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.1495 2021-07-08 21:30:26,059 - mmaction - INFO - Epoch [60][1120/1879] lr: 8.746e-02, eta: 3 days, 19:51:40, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6316, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.1917 2021-07-08 21:30:43,141 - mmaction - INFO - Epoch [60][1140/1879] lr: 8.746e-02, eta: 3 days, 19:51:20, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6160, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.1704 2021-07-08 21:31:00,155 - mmaction - INFO - Epoch [60][1160/1879] lr: 8.746e-02, eta: 3 days, 19:50:59, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6316, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.1482 2021-07-08 21:31:17,298 - mmaction - INFO - Epoch [60][1180/1879] lr: 8.746e-02, eta: 3 days, 19:50:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6168, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.1871 2021-07-08 21:31:34,449 - mmaction - INFO - Epoch [60][1200/1879] lr: 8.746e-02, eta: 3 days, 19:50:18, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6293, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.1937 2021-07-08 21:31:51,643 - mmaction - INFO - Epoch [60][1220/1879] lr: 8.746e-02, eta: 3 days, 19:49:58, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6348, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.1140 2021-07-08 21:32:08,777 - mmaction - INFO - Epoch [60][1240/1879] lr: 8.746e-02, eta: 3 days, 19:49:37, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6266, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.2050 2021-07-08 21:32:25,937 - mmaction - INFO - Epoch [60][1260/1879] lr: 8.746e-02, eta: 3 days, 19:49:17, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.1827 2021-07-08 21:32:43,164 - mmaction - INFO - Epoch [60][1280/1879] lr: 8.746e-02, eta: 3 days, 19:48:56, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6395, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.1693 2021-07-08 21:33:00,385 - mmaction - INFO - Epoch [60][1300/1879] lr: 8.746e-02, eta: 3 days, 19:48:36, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6203, loss_cls: 2.8068, loss: 2.8068, grad_norm: 2.1921 2021-07-08 21:33:17,542 - mmaction - INFO - Epoch [60][1320/1879] lr: 8.746e-02, eta: 3 days, 19:48:16, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6168, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.1496 2021-07-08 21:33:34,695 - mmaction - INFO - Epoch [60][1340/1879] lr: 8.746e-02, eta: 3 days, 19:47:55, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6133, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.1031 2021-07-08 21:33:51,874 - mmaction - INFO - Epoch [60][1360/1879] lr: 8.746e-02, eta: 3 days, 19:47:35, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6430, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.1718 2021-07-08 21:34:09,144 - mmaction - INFO - Epoch [60][1380/1879] lr: 8.746e-02, eta: 3 days, 19:47:15, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6148, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.1358 2021-07-08 21:34:26,220 - mmaction - INFO - Epoch [60][1400/1879] lr: 8.746e-02, eta: 3 days, 19:46:54, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6273, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.1161 2021-07-08 21:34:43,293 - mmaction - INFO - Epoch [60][1420/1879] lr: 8.746e-02, eta: 3 days, 19:46:33, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6355, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.2072 2021-07-08 21:35:00,563 - mmaction - INFO - Epoch [60][1440/1879] lr: 8.746e-02, eta: 3 days, 19:46:13, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6277, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.1509 2021-07-08 21:35:17,789 - mmaction - INFO - Epoch [60][1460/1879] lr: 8.746e-02, eta: 3 days, 19:45:53, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6441, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.1172 2021-07-08 21:35:34,970 - mmaction - INFO - Epoch [60][1480/1879] lr: 8.746e-02, eta: 3 days, 19:45:33, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6266, loss_cls: 2.8112, loss: 2.8112, grad_norm: 2.1625 2021-07-08 21:35:52,092 - mmaction - INFO - Epoch [60][1500/1879] lr: 8.746e-02, eta: 3 days, 19:45:12, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6133, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.1797 2021-07-08 21:36:09,344 - mmaction - INFO - Epoch [60][1520/1879] lr: 8.746e-02, eta: 3 days, 19:44:52, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6078, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.1100 2021-07-08 21:36:26,326 - mmaction - INFO - Epoch [60][1540/1879] lr: 8.746e-02, eta: 3 days, 19:44:31, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6254, loss_cls: 2.8189, loss: 2.8189, grad_norm: 2.0976 2021-07-08 21:36:43,484 - mmaction - INFO - Epoch [60][1560/1879] lr: 8.746e-02, eta: 3 days, 19:44:11, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6270, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.0950 2021-07-08 21:37:00,595 - mmaction - INFO - Epoch [60][1580/1879] lr: 8.746e-02, eta: 3 days, 19:43:50, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6199, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.1462 2021-07-08 21:37:17,757 - mmaction - INFO - Epoch [60][1600/1879] lr: 8.746e-02, eta: 3 days, 19:43:30, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6477, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.1239 2021-07-08 21:37:34,823 - mmaction - INFO - Epoch [60][1620/1879] lr: 8.746e-02, eta: 3 days, 19:43:09, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6152, loss_cls: 2.8181, loss: 2.8181, grad_norm: 2.1991 2021-07-08 21:37:52,068 - mmaction - INFO - Epoch [60][1640/1879] lr: 8.746e-02, eta: 3 days, 19:42:49, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6273, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.1285 2021-07-08 21:38:09,179 - mmaction - INFO - Epoch [60][1660/1879] lr: 8.746e-02, eta: 3 days, 19:42:28, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6426, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.1710 2021-07-08 21:38:26,217 - mmaction - INFO - Epoch [60][1680/1879] lr: 8.746e-02, eta: 3 days, 19:42:08, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8580, loss: 2.8580, grad_norm: 2.1605 2021-07-08 21:38:43,348 - mmaction - INFO - Epoch [60][1700/1879] lr: 8.746e-02, eta: 3 days, 19:41:47, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6270, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.1944 2021-07-08 21:39:00,628 - mmaction - INFO - Epoch [60][1720/1879] lr: 8.746e-02, eta: 3 days, 19:41:27, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.1964 2021-07-08 21:39:17,719 - mmaction - INFO - Epoch [60][1740/1879] lr: 8.746e-02, eta: 3 days, 19:41:06, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6199, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.1568 2021-07-08 21:39:34,817 - mmaction - INFO - Epoch [60][1760/1879] lr: 8.746e-02, eta: 3 days, 19:40:46, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6328, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.1504 2021-07-08 21:39:51,953 - mmaction - INFO - Epoch [60][1780/1879] lr: 8.746e-02, eta: 3 days, 19:40:25, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6230, loss_cls: 2.8997, loss: 2.8997, grad_norm: 2.2083 2021-07-08 21:40:09,319 - mmaction - INFO - Epoch [60][1800/1879] lr: 8.746e-02, eta: 3 days, 19:40:06, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.0411 2021-07-08 21:40:26,502 - mmaction - INFO - Epoch [60][1820/1879] lr: 8.746e-02, eta: 3 days, 19:39:45, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6230, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.1355 2021-07-08 21:40:43,847 - mmaction - INFO - Epoch [60][1840/1879] lr: 8.746e-02, eta: 3 days, 19:39:26, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6285, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.1348 2021-07-08 21:41:00,823 - mmaction - INFO - Epoch [60][1860/1879] lr: 8.746e-02, eta: 3 days, 19:39:05, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6297, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.1490 2021-07-08 21:41:27,900 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 21:41:27,910 - mmaction - INFO - 106 BN found 2021-07-08 21:46:00,459 - mmaction - INFO - BN stats updated 2021-07-08 21:49:05,672 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 21:49:06,434 - mmaction - INFO - top1_acc 0.4635 top5_acc 0.7329 2021-07-08 21:49:06,434 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 21:49:06,484 - mmaction - INFO - mean_acc 0.4633 2021-07-08 21:49:06,932 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_60.pth. 2021-07-08 21:49:06,932 - mmaction - INFO - Best top1_acc is 0.4635 at 60 epoch. 2021-07-08 21:49:06,939 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-07-08 21:49:08,051 - mmaction - INFO - Epoch(val) [60][155] top1_acc: 0.4635, top5_acc: 0.7329, mean_class_accuracy: 0.4633 2021-07-08 21:50:36,402 - mmaction - INFO - Epoch [61][20/1879] lr: 8.705e-02, eta: 3 days, 19:41:24, time: 4.415, data_time: 3.478, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6363, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.1148 2021-07-08 21:50:52,994 - mmaction - INFO - Epoch [61][40/1879] lr: 8.705e-02, eta: 3 days, 19:41:01, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6449, loss_cls: 2.7548, loss: 2.7548, grad_norm: 2.1142 2021-07-08 21:51:09,591 - mmaction - INFO - Epoch [61][60/1879] lr: 8.705e-02, eta: 3 days, 19:40:39, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6285, loss_cls: 2.7727, loss: 2.7727, grad_norm: 2.1525 2021-07-08 21:51:26,467 - mmaction - INFO - Epoch [61][80/1879] lr: 8.705e-02, eta: 3 days, 19:40:18, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6387, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.1399 2021-07-08 21:51:43,169 - mmaction - INFO - Epoch [61][100/1879] lr: 8.705e-02, eta: 3 days, 19:39:56, time: 0.835, data_time: 0.006, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.1440 2021-07-08 21:51:59,962 - mmaction - INFO - Epoch [61][120/1879] lr: 8.705e-02, eta: 3 days, 19:39:34, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6164, loss_cls: 2.8274, loss: 2.8274, grad_norm: 2.1512 2021-07-08 21:52:16,680 - mmaction - INFO - Epoch [61][140/1879] lr: 8.705e-02, eta: 3 days, 19:39:13, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.1489 2021-07-08 21:52:33,589 - mmaction - INFO - Epoch [61][160/1879] lr: 8.705e-02, eta: 3 days, 19:38:51, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6223, loss_cls: 2.8391, loss: 2.8391, grad_norm: 2.1377 2021-07-08 21:52:50,573 - mmaction - INFO - Epoch [61][180/1879] lr: 8.705e-02, eta: 3 days, 19:38:30, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6453, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.1413 2021-07-08 21:53:07,578 - mmaction - INFO - Epoch [61][200/1879] lr: 8.705e-02, eta: 3 days, 19:38:09, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6211, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.1565 2021-07-08 21:53:24,618 - mmaction - INFO - Epoch [61][220/1879] lr: 8.705e-02, eta: 3 days, 19:37:49, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6461, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.1230 2021-07-08 21:53:41,629 - mmaction - INFO - Epoch [61][240/1879] lr: 8.705e-02, eta: 3 days, 19:37:28, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6461, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.1762 2021-07-08 21:53:58,655 - mmaction - INFO - Epoch [61][260/1879] lr: 8.705e-02, eta: 3 days, 19:37:07, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6336, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.1955 2021-07-08 21:54:15,669 - mmaction - INFO - Epoch [61][280/1879] lr: 8.705e-02, eta: 3 days, 19:36:46, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6324, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.1787 2021-07-08 21:54:32,778 - mmaction - INFO - Epoch [61][300/1879] lr: 8.705e-02, eta: 3 days, 19:36:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.1746 2021-07-08 21:54:49,942 - mmaction - INFO - Epoch [61][320/1879] lr: 8.705e-02, eta: 3 days, 19:36:05, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6270, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.1571 2021-07-08 21:55:07,112 - mmaction - INFO - Epoch [61][340/1879] lr: 8.705e-02, eta: 3 days, 19:35:45, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6371, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.1521 2021-07-08 21:55:24,132 - mmaction - INFO - Epoch [61][360/1879] lr: 8.705e-02, eta: 3 days, 19:35:24, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6277, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.1581 2021-07-08 21:55:41,329 - mmaction - INFO - Epoch [61][380/1879] lr: 8.705e-02, eta: 3 days, 19:35:03, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6441, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.1326 2021-07-08 21:55:58,463 - mmaction - INFO - Epoch [61][400/1879] lr: 8.705e-02, eta: 3 days, 19:34:43, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6305, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1780 2021-07-08 21:56:15,620 - mmaction - INFO - Epoch [61][420/1879] lr: 8.705e-02, eta: 3 days, 19:34:23, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6363, loss_cls: 2.7464, loss: 2.7464, grad_norm: 2.2013 2021-07-08 21:56:32,807 - mmaction - INFO - Epoch [61][440/1879] lr: 8.705e-02, eta: 3 days, 19:34:02, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6516, loss_cls: 2.7233, loss: 2.7233, grad_norm: 2.1692 2021-07-08 21:56:49,908 - mmaction - INFO - Epoch [61][460/1879] lr: 8.705e-02, eta: 3 days, 19:33:42, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6172, loss_cls: 2.8691, loss: 2.8691, grad_norm: 2.1960 2021-07-08 21:57:07,030 - mmaction - INFO - Epoch [61][480/1879] lr: 8.705e-02, eta: 3 days, 19:33:21, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6301, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.1004 2021-07-08 21:57:24,087 - mmaction - INFO - Epoch [61][500/1879] lr: 8.705e-02, eta: 3 days, 19:33:00, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6469, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.1394 2021-07-08 21:57:41,186 - mmaction - INFO - Epoch [61][520/1879] lr: 8.705e-02, eta: 3 days, 19:32:40, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6484, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.1324 2021-07-08 21:57:58,357 - mmaction - INFO - Epoch [61][540/1879] lr: 8.705e-02, eta: 3 days, 19:32:19, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6293, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.2063 2021-07-08 21:58:15,413 - mmaction - INFO - Epoch [61][560/1879] lr: 8.705e-02, eta: 3 days, 19:31:59, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6340, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.1638 2021-07-08 21:58:32,614 - mmaction - INFO - Epoch [61][580/1879] lr: 8.705e-02, eta: 3 days, 19:31:38, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6254, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.1696 2021-07-08 21:58:49,673 - mmaction - INFO - Epoch [61][600/1879] lr: 8.705e-02, eta: 3 days, 19:31:18, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6254, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.2001 2021-07-08 21:59:06,885 - mmaction - INFO - Epoch [61][620/1879] lr: 8.705e-02, eta: 3 days, 19:30:57, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6566, loss_cls: 2.6765, loss: 2.6765, grad_norm: 2.0903 2021-07-08 21:59:24,078 - mmaction - INFO - Epoch [61][640/1879] lr: 8.705e-02, eta: 3 days, 19:30:37, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6352, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.1393 2021-07-08 21:59:41,216 - mmaction - INFO - Epoch [61][660/1879] lr: 8.705e-02, eta: 3 days, 19:30:17, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6402, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.1433 2021-07-08 21:59:58,323 - mmaction - INFO - Epoch [61][680/1879] lr: 8.705e-02, eta: 3 days, 19:29:56, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6379, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.1869 2021-07-08 22:00:15,489 - mmaction - INFO - Epoch [61][700/1879] lr: 8.705e-02, eta: 3 days, 19:29:36, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6371, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.2215 2021-07-08 22:00:32,721 - mmaction - INFO - Epoch [61][720/1879] lr: 8.705e-02, eta: 3 days, 19:29:16, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6277, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.1733 2021-07-08 22:00:49,804 - mmaction - INFO - Epoch [61][740/1879] lr: 8.705e-02, eta: 3 days, 19:28:55, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6180, loss_cls: 2.8580, loss: 2.8580, grad_norm: 2.1205 2021-07-08 22:01:06,932 - mmaction - INFO - Epoch [61][760/1879] lr: 8.705e-02, eta: 3 days, 19:28:35, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6242, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.1301 2021-07-08 22:01:23,959 - mmaction - INFO - Epoch [61][780/1879] lr: 8.705e-02, eta: 3 days, 19:28:14, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6344, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.1457 2021-07-08 22:01:41,157 - mmaction - INFO - Epoch [61][800/1879] lr: 8.705e-02, eta: 3 days, 19:27:53, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.1203 2021-07-08 22:01:58,359 - mmaction - INFO - Epoch [61][820/1879] lr: 8.705e-02, eta: 3 days, 19:27:33, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6387, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.0945 2021-07-08 22:02:15,586 - mmaction - INFO - Epoch [61][840/1879] lr: 8.705e-02, eta: 3 days, 19:27:13, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6391, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.1307 2021-07-08 22:02:32,764 - mmaction - INFO - Epoch [61][860/1879] lr: 8.705e-02, eta: 3 days, 19:26:53, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6230, loss_cls: 2.8095, loss: 2.8095, grad_norm: 2.1654 2021-07-08 22:02:49,882 - mmaction - INFO - Epoch [61][880/1879] lr: 8.705e-02, eta: 3 days, 19:26:32, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6230, loss_cls: 2.7837, loss: 2.7837, grad_norm: 2.1301 2021-07-08 22:03:07,022 - mmaction - INFO - Epoch [61][900/1879] lr: 8.705e-02, eta: 3 days, 19:26:12, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6430, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.1406 2021-07-08 22:03:24,127 - mmaction - INFO - Epoch [61][920/1879] lr: 8.705e-02, eta: 3 days, 19:25:51, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6426, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.1608 2021-07-08 22:03:41,208 - mmaction - INFO - Epoch [61][940/1879] lr: 8.705e-02, eta: 3 days, 19:25:31, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6270, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.1781 2021-07-08 22:03:58,295 - mmaction - INFO - Epoch [61][960/1879] lr: 8.705e-02, eta: 3 days, 19:25:10, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6211, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.1291 2021-07-08 22:04:15,361 - mmaction - INFO - Epoch [61][980/1879] lr: 8.705e-02, eta: 3 days, 19:24:49, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6391, loss_cls: 2.7778, loss: 2.7778, grad_norm: 2.1363 2021-07-08 22:04:32,520 - mmaction - INFO - Epoch [61][1000/1879] lr: 8.705e-02, eta: 3 days, 19:24:29, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7629, loss: 2.7629, grad_norm: 2.1156 2021-07-08 22:04:49,443 - mmaction - INFO - Epoch [61][1020/1879] lr: 8.705e-02, eta: 3 days, 19:24:08, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6211, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.2178 2021-07-08 22:05:06,585 - mmaction - INFO - Epoch [61][1040/1879] lr: 8.705e-02, eta: 3 days, 19:23:47, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6242, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.1760 2021-07-08 22:05:23,473 - mmaction - INFO - Epoch [61][1060/1879] lr: 8.705e-02, eta: 3 days, 19:23:26, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6387, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.1624 2021-07-08 22:05:40,616 - mmaction - INFO - Epoch [61][1080/1879] lr: 8.705e-02, eta: 3 days, 19:23:06, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6199, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.1704 2021-07-08 22:05:57,721 - mmaction - INFO - Epoch [61][1100/1879] lr: 8.705e-02, eta: 3 days, 19:22:45, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6387, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.1213 2021-07-08 22:06:14,909 - mmaction - INFO - Epoch [61][1120/1879] lr: 8.705e-02, eta: 3 days, 19:22:25, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6328, loss_cls: 2.7886, loss: 2.7886, grad_norm: 2.1415 2021-07-08 22:06:31,790 - mmaction - INFO - Epoch [61][1140/1879] lr: 8.705e-02, eta: 3 days, 19:22:04, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6285, loss_cls: 2.8728, loss: 2.8728, grad_norm: 2.1789 2021-07-08 22:06:48,926 - mmaction - INFO - Epoch [61][1160/1879] lr: 8.705e-02, eta: 3 days, 19:21:43, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.1736 2021-07-08 22:07:06,097 - mmaction - INFO - Epoch [61][1180/1879] lr: 8.705e-02, eta: 3 days, 19:21:23, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6285, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.1886 2021-07-08 22:07:23,195 - mmaction - INFO - Epoch [61][1200/1879] lr: 8.705e-02, eta: 3 days, 19:21:02, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6121, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.1988 2021-07-08 22:07:40,378 - mmaction - INFO - Epoch [61][1220/1879] lr: 8.705e-02, eta: 3 days, 19:20:42, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6230, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.0797 2021-07-08 22:07:57,552 - mmaction - INFO - Epoch [61][1240/1879] lr: 8.705e-02, eta: 3 days, 19:20:22, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6391, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.1053 2021-07-08 22:08:14,799 - mmaction - INFO - Epoch [61][1260/1879] lr: 8.705e-02, eta: 3 days, 19:20:02, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6340, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.1253 2021-07-08 22:08:31,872 - mmaction - INFO - Epoch [61][1280/1879] lr: 8.705e-02, eta: 3 days, 19:19:41, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6391, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.1702 2021-07-08 22:08:48,917 - mmaction - INFO - Epoch [61][1300/1879] lr: 8.705e-02, eta: 3 days, 19:19:20, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6352, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.1776 2021-07-08 22:09:05,954 - mmaction - INFO - Epoch [61][1320/1879] lr: 8.705e-02, eta: 3 days, 19:18:59, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.1777 2021-07-08 22:09:23,005 - mmaction - INFO - Epoch [61][1340/1879] lr: 8.705e-02, eta: 3 days, 19:18:39, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.7505, loss: 2.7505, grad_norm: 2.1569 2021-07-08 22:09:40,084 - mmaction - INFO - Epoch [61][1360/1879] lr: 8.705e-02, eta: 3 days, 19:18:18, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6168, loss_cls: 2.8746, loss: 2.8746, grad_norm: 2.1746 2021-07-08 22:09:57,112 - mmaction - INFO - Epoch [61][1380/1879] lr: 8.705e-02, eta: 3 days, 19:17:57, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6254, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.2182 2021-07-08 22:10:14,248 - mmaction - INFO - Epoch [61][1400/1879] lr: 8.705e-02, eta: 3 days, 19:17:37, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6203, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.1230 2021-07-08 22:10:31,310 - mmaction - INFO - Epoch [61][1420/1879] lr: 8.705e-02, eta: 3 days, 19:17:16, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6367, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.1516 2021-07-08 22:10:48,472 - mmaction - INFO - Epoch [61][1440/1879] lr: 8.705e-02, eta: 3 days, 19:16:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6457, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.1153 2021-07-08 22:11:05,521 - mmaction - INFO - Epoch [61][1460/1879] lr: 8.705e-02, eta: 3 days, 19:16:35, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6344, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.2087 2021-07-08 22:11:22,508 - mmaction - INFO - Epoch [61][1480/1879] lr: 8.705e-02, eta: 3 days, 19:16:14, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6344, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.1771 2021-07-08 22:11:39,647 - mmaction - INFO - Epoch [61][1500/1879] lr: 8.705e-02, eta: 3 days, 19:15:54, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6285, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.2099 2021-07-08 22:11:56,717 - mmaction - INFO - Epoch [61][1520/1879] lr: 8.705e-02, eta: 3 days, 19:15:33, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6180, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.1213 2021-07-08 22:12:13,827 - mmaction - INFO - Epoch [61][1540/1879] lr: 8.705e-02, eta: 3 days, 19:15:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6438, loss_cls: 2.7609, loss: 2.7609, grad_norm: 2.1198 2021-07-08 22:12:30,852 - mmaction - INFO - Epoch [61][1560/1879] lr: 8.705e-02, eta: 3 days, 19:14:52, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6211, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.1635 2021-07-08 22:12:47,938 - mmaction - INFO - Epoch [61][1580/1879] lr: 8.705e-02, eta: 3 days, 19:14:32, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6230, loss_cls: 2.8182, loss: 2.8182, grad_norm: 2.1840 2021-07-08 22:13:05,058 - mmaction - INFO - Epoch [61][1600/1879] lr: 8.705e-02, eta: 3 days, 19:14:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6512, loss_cls: 2.7284, loss: 2.7284, grad_norm: 2.0814 2021-07-08 22:13:22,114 - mmaction - INFO - Epoch [61][1620/1879] lr: 8.705e-02, eta: 3 days, 19:13:50, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6488, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.1806 2021-07-08 22:13:39,174 - mmaction - INFO - Epoch [61][1640/1879] lr: 8.705e-02, eta: 3 days, 19:13:30, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6164, loss_cls: 2.8577, loss: 2.8577, grad_norm: 2.1748 2021-07-08 22:13:56,237 - mmaction - INFO - Epoch [61][1660/1879] lr: 8.705e-02, eta: 3 days, 19:13:09, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6109, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.1362 2021-07-08 22:14:13,346 - mmaction - INFO - Epoch [61][1680/1879] lr: 8.705e-02, eta: 3 days, 19:12:48, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6398, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.1434 2021-07-08 22:14:30,280 - mmaction - INFO - Epoch [61][1700/1879] lr: 8.705e-02, eta: 3 days, 19:12:27, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6410, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.1930 2021-07-08 22:14:47,357 - mmaction - INFO - Epoch [61][1720/1879] lr: 8.705e-02, eta: 3 days, 19:12:07, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6340, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.1795 2021-07-08 22:15:04,519 - mmaction - INFO - Epoch [61][1740/1879] lr: 8.705e-02, eta: 3 days, 19:11:47, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6312, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.1129 2021-07-08 22:15:21,488 - mmaction - INFO - Epoch [61][1760/1879] lr: 8.705e-02, eta: 3 days, 19:11:26, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6230, loss_cls: 2.8202, loss: 2.8202, grad_norm: 2.1751 2021-07-08 22:15:38,577 - mmaction - INFO - Epoch [61][1780/1879] lr: 8.705e-02, eta: 3 days, 19:11:05, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6359, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.1867 2021-07-08 22:15:55,677 - mmaction - INFO - Epoch [61][1800/1879] lr: 8.705e-02, eta: 3 days, 19:10:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6301, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.1710 2021-07-08 22:16:12,716 - mmaction - INFO - Epoch [61][1820/1879] lr: 8.705e-02, eta: 3 days, 19:10:24, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6391, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.1273 2021-07-08 22:16:29,668 - mmaction - INFO - Epoch [61][1840/1879] lr: 8.705e-02, eta: 3 days, 19:10:03, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6449, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.1759 2021-07-08 22:16:46,739 - mmaction - INFO - Epoch [61][1860/1879] lr: 8.705e-02, eta: 3 days, 19:09:42, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.2181 2021-07-08 22:17:06,127 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 22:17:06,132 - mmaction - INFO - 106 BN found 2021-07-08 22:21:38,553 - mmaction - INFO - BN stats updated 2021-07-08 22:24:00,157 - mmaction - INFO - Epoch [62][20/1879] lr: 8.663e-02, eta: 3 days, 19:14:42, time: 6.976, data_time: 6.029, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6473, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.1645 2021-07-08 22:24:16,829 - mmaction - INFO - Epoch [62][40/1879] lr: 8.663e-02, eta: 3 days, 19:14:20, time: 0.831, data_time: 0.007, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6441, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.1840 2021-07-08 22:24:33,402 - mmaction - INFO - Epoch [62][60/1879] lr: 8.663e-02, eta: 3 days, 19:13:57, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6309, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.1977 2021-07-08 22:24:50,062 - mmaction - INFO - Epoch [62][80/1879] lr: 8.663e-02, eta: 3 days, 19:13:35, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6320, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.1772 2021-07-08 22:25:06,747 - mmaction - INFO - Epoch [62][100/1879] lr: 8.663e-02, eta: 3 days, 19:13:14, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6234, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.1606 2021-07-08 22:25:23,497 - mmaction - INFO - Epoch [62][120/1879] lr: 8.663e-02, eta: 3 days, 19:12:52, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6480, loss_cls: 2.7056, loss: 2.7056, grad_norm: 2.1158 2021-07-08 22:25:40,265 - mmaction - INFO - Epoch [62][140/1879] lr: 8.663e-02, eta: 3 days, 19:12:30, time: 0.836, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6480, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.1473 2021-07-08 22:25:56,966 - mmaction - INFO - Epoch [62][160/1879] lr: 8.663e-02, eta: 3 days, 19:12:08, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6289, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.2225 2021-07-08 22:26:13,762 - mmaction - INFO - Epoch [62][180/1879] lr: 8.663e-02, eta: 3 days, 19:11:47, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6383, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.1842 2021-07-08 22:26:30,453 - mmaction - INFO - Epoch [62][200/1879] lr: 8.663e-02, eta: 3 days, 19:11:25, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6387, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.1193 2021-07-08 22:26:47,567 - mmaction - INFO - Epoch [62][220/1879] lr: 8.663e-02, eta: 3 days, 19:11:04, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6352, loss_cls: 2.7697, loss: 2.7697, grad_norm: 2.1588 2021-07-08 22:27:04,434 - mmaction - INFO - Epoch [62][240/1879] lr: 8.663e-02, eta: 3 days, 19:10:43, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6480, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.1914 2021-07-08 22:27:21,598 - mmaction - INFO - Epoch [62][260/1879] lr: 8.663e-02, eta: 3 days, 19:10:23, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6332, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.2219 2021-07-08 22:27:38,443 - mmaction - INFO - Epoch [62][280/1879] lr: 8.663e-02, eta: 3 days, 19:10:01, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6340, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.1777 2021-07-08 22:27:55,626 - mmaction - INFO - Epoch [62][300/1879] lr: 8.663e-02, eta: 3 days, 19:09:41, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6543, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.1729 2021-07-08 22:28:12,649 - mmaction - INFO - Epoch [62][320/1879] lr: 8.663e-02, eta: 3 days, 19:09:20, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6551, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.1597 2021-07-08 22:28:29,796 - mmaction - INFO - Epoch [62][340/1879] lr: 8.663e-02, eta: 3 days, 19:09:00, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6480, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.1659 2021-07-08 22:28:46,892 - mmaction - INFO - Epoch [62][360/1879] lr: 8.663e-02, eta: 3 days, 19:08:39, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6379, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.1772 2021-07-08 22:29:03,888 - mmaction - INFO - Epoch [62][380/1879] lr: 8.663e-02, eta: 3 days, 19:08:18, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6441, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.1465 2021-07-08 22:29:20,923 - mmaction - INFO - Epoch [62][400/1879] lr: 8.663e-02, eta: 3 days, 19:07:58, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6586, loss_cls: 2.6992, loss: 2.6992, grad_norm: 2.1930 2021-07-08 22:29:38,087 - mmaction - INFO - Epoch [62][420/1879] lr: 8.663e-02, eta: 3 days, 19:07:37, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6238, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.2024 2021-07-08 22:29:55,202 - mmaction - INFO - Epoch [62][440/1879] lr: 8.663e-02, eta: 3 days, 19:07:17, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.1704 2021-07-08 22:30:12,319 - mmaction - INFO - Epoch [62][460/1879] lr: 8.663e-02, eta: 3 days, 19:06:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6387, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.1599 2021-07-08 22:30:29,446 - mmaction - INFO - Epoch [62][480/1879] lr: 8.663e-02, eta: 3 days, 19:06:36, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6340, loss_cls: 2.7759, loss: 2.7759, grad_norm: 2.1859 2021-07-08 22:30:46,651 - mmaction - INFO - Epoch [62][500/1879] lr: 8.663e-02, eta: 3 days, 19:06:16, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6324, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.1653 2021-07-08 22:31:03,823 - mmaction - INFO - Epoch [62][520/1879] lr: 8.663e-02, eta: 3 days, 19:05:55, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6406, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.1937 2021-07-08 22:31:20,812 - mmaction - INFO - Epoch [62][540/1879] lr: 8.663e-02, eta: 3 days, 19:05:34, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6191, loss_cls: 2.8339, loss: 2.8339, grad_norm: 2.1268 2021-07-08 22:31:37,876 - mmaction - INFO - Epoch [62][560/1879] lr: 8.663e-02, eta: 3 days, 19:05:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6328, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.1028 2021-07-08 22:31:54,932 - mmaction - INFO - Epoch [62][580/1879] lr: 8.663e-02, eta: 3 days, 19:04:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6363, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.1563 2021-07-08 22:32:12,026 - mmaction - INFO - Epoch [62][600/1879] lr: 8.663e-02, eta: 3 days, 19:04:32, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6457, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.2098 2021-07-08 22:32:29,263 - mmaction - INFO - Epoch [62][620/1879] lr: 8.663e-02, eta: 3 days, 19:04:12, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6145, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.1939 2021-07-08 22:32:46,381 - mmaction - INFO - Epoch [62][640/1879] lr: 8.663e-02, eta: 3 days, 19:03:52, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6480, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.1412 2021-07-08 22:33:03,428 - mmaction - INFO - Epoch [62][660/1879] lr: 8.663e-02, eta: 3 days, 19:03:31, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.1728 2021-07-08 22:33:20,602 - mmaction - INFO - Epoch [62][680/1879] lr: 8.663e-02, eta: 3 days, 19:03:11, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6387, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.1406 2021-07-08 22:33:37,661 - mmaction - INFO - Epoch [62][700/1879] lr: 8.663e-02, eta: 3 days, 19:02:50, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6312, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.1947 2021-07-08 22:33:54,606 - mmaction - INFO - Epoch [62][720/1879] lr: 8.663e-02, eta: 3 days, 19:02:29, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6379, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.1285 2021-07-08 22:34:11,697 - mmaction - INFO - Epoch [62][740/1879] lr: 8.663e-02, eta: 3 days, 19:02:08, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6371, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.1801 2021-07-08 22:34:28,648 - mmaction - INFO - Epoch [62][760/1879] lr: 8.663e-02, eta: 3 days, 19:01:47, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6379, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.0797 2021-07-08 22:34:45,775 - mmaction - INFO - Epoch [62][780/1879] lr: 8.663e-02, eta: 3 days, 19:01:27, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6426, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.1195 2021-07-08 22:35:02,810 - mmaction - INFO - Epoch [62][800/1879] lr: 8.663e-02, eta: 3 days, 19:01:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.1807 2021-07-08 22:35:19,861 - mmaction - INFO - Epoch [62][820/1879] lr: 8.663e-02, eta: 3 days, 19:00:46, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6230, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.1415 2021-07-08 22:35:36,904 - mmaction - INFO - Epoch [62][840/1879] lr: 8.663e-02, eta: 3 days, 19:00:25, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6172, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.1435 2021-07-08 22:35:54,064 - mmaction - INFO - Epoch [62][860/1879] lr: 8.663e-02, eta: 3 days, 19:00:04, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6414, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.1369 2021-07-08 22:36:11,141 - mmaction - INFO - Epoch [62][880/1879] lr: 8.663e-02, eta: 3 days, 18:59:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6527, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.1648 2021-07-08 22:36:28,319 - mmaction - INFO - Epoch [62][900/1879] lr: 8.663e-02, eta: 3 days, 18:59:23, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6355, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.1554 2021-07-08 22:36:45,443 - mmaction - INFO - Epoch [62][920/1879] lr: 8.663e-02, eta: 3 days, 18:59:03, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6363, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.1808 2021-07-08 22:37:02,477 - mmaction - INFO - Epoch [62][940/1879] lr: 8.663e-02, eta: 3 days, 18:58:42, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6414, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.1749 2021-07-08 22:37:19,636 - mmaction - INFO - Epoch [62][960/1879] lr: 8.663e-02, eta: 3 days, 18:58:22, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.1733 2021-07-08 22:37:36,737 - mmaction - INFO - Epoch [62][980/1879] lr: 8.663e-02, eta: 3 days, 18:58:02, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6316, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.1502 2021-07-08 22:37:53,768 - mmaction - INFO - Epoch [62][1000/1879] lr: 8.663e-02, eta: 3 days, 18:57:41, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6301, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.2872 2021-07-08 22:38:10,666 - mmaction - INFO - Epoch [62][1020/1879] lr: 8.663e-02, eta: 3 days, 18:57:20, time: 0.843, data_time: 0.000, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6309, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.1608 2021-07-08 22:38:27,741 - mmaction - INFO - Epoch [62][1040/1879] lr: 8.663e-02, eta: 3 days, 18:56:59, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6281, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.1773 2021-07-08 22:38:44,978 - mmaction - INFO - Epoch [62][1060/1879] lr: 8.663e-02, eta: 3 days, 18:56:39, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6297, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.2071 2021-07-08 22:39:02,045 - mmaction - INFO - Epoch [62][1080/1879] lr: 8.663e-02, eta: 3 days, 18:56:18, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6332, loss_cls: 2.7813, loss: 2.7813, grad_norm: 2.1699 2021-07-08 22:39:19,155 - mmaction - INFO - Epoch [62][1100/1879] lr: 8.663e-02, eta: 3 days, 18:55:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6301, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.1903 2021-07-08 22:39:36,186 - mmaction - INFO - Epoch [62][1120/1879] lr: 8.663e-02, eta: 3 days, 18:55:37, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6281, loss_cls: 2.8476, loss: 2.8476, grad_norm: 2.1398 2021-07-08 22:39:53,258 - mmaction - INFO - Epoch [62][1140/1879] lr: 8.663e-02, eta: 3 days, 18:55:16, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6371, loss_cls: 2.7770, loss: 2.7770, grad_norm: 2.1281 2021-07-08 22:40:10,594 - mmaction - INFO - Epoch [62][1160/1879] lr: 8.663e-02, eta: 3 days, 18:54:57, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.0963 2021-07-08 22:40:27,641 - mmaction - INFO - Epoch [62][1180/1879] lr: 8.663e-02, eta: 3 days, 18:54:36, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6371, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.1626 2021-07-08 22:40:44,828 - mmaction - INFO - Epoch [62][1200/1879] lr: 8.663e-02, eta: 3 days, 18:54:16, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6359, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.1443 2021-07-08 22:41:02,021 - mmaction - INFO - Epoch [62][1220/1879] lr: 8.663e-02, eta: 3 days, 18:53:56, time: 0.859, data_time: 0.000, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6273, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.1558 2021-07-08 22:41:19,082 - mmaction - INFO - Epoch [62][1240/1879] lr: 8.663e-02, eta: 3 days, 18:53:35, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6395, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.1440 2021-07-08 22:41:36,166 - mmaction - INFO - Epoch [62][1260/1879] lr: 8.663e-02, eta: 3 days, 18:53:14, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6414, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.1567 2021-07-08 22:41:53,179 - mmaction - INFO - Epoch [62][1280/1879] lr: 8.663e-02, eta: 3 days, 18:52:54, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6355, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.1351 2021-07-08 22:42:10,438 - mmaction - INFO - Epoch [62][1300/1879] lr: 8.663e-02, eta: 3 days, 18:52:34, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6488, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.0807 2021-07-08 22:42:27,570 - mmaction - INFO - Epoch [62][1320/1879] lr: 8.663e-02, eta: 3 days, 18:52:13, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6203, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.1738 2021-07-08 22:42:44,529 - mmaction - INFO - Epoch [62][1340/1879] lr: 8.663e-02, eta: 3 days, 18:51:52, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6242, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.1614 2021-07-08 22:43:01,702 - mmaction - INFO - Epoch [62][1360/1879] lr: 8.663e-02, eta: 3 days, 18:51:32, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6344, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.1313 2021-07-08 22:43:18,754 - mmaction - INFO - Epoch [62][1380/1879] lr: 8.663e-02, eta: 3 days, 18:51:11, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6383, loss_cls: 2.7409, loss: 2.7409, grad_norm: 2.1261 2021-07-08 22:43:35,957 - mmaction - INFO - Epoch [62][1400/1879] lr: 8.663e-02, eta: 3 days, 18:50:51, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.1887 2021-07-08 22:43:52,878 - mmaction - INFO - Epoch [62][1420/1879] lr: 8.663e-02, eta: 3 days, 18:50:30, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6324, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.2032 2021-07-08 22:44:09,950 - mmaction - INFO - Epoch [62][1440/1879] lr: 8.663e-02, eta: 3 days, 18:50:09, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6305, loss_cls: 2.7814, loss: 2.7814, grad_norm: 2.1700 2021-07-08 22:44:27,105 - mmaction - INFO - Epoch [62][1460/1879] lr: 8.663e-02, eta: 3 days, 18:49:49, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6410, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.1697 2021-07-08 22:44:44,137 - mmaction - INFO - Epoch [62][1480/1879] lr: 8.663e-02, eta: 3 days, 18:49:28, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6223, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.1691 2021-07-08 22:45:01,230 - mmaction - INFO - Epoch [62][1500/1879] lr: 8.663e-02, eta: 3 days, 18:49:08, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6246, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.1982 2021-07-08 22:45:18,285 - mmaction - INFO - Epoch [62][1520/1879] lr: 8.663e-02, eta: 3 days, 18:48:47, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6270, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.1876 2021-07-08 22:45:35,355 - mmaction - INFO - Epoch [62][1540/1879] lr: 8.663e-02, eta: 3 days, 18:48:27, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6434, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.1055 2021-07-08 22:45:52,630 - mmaction - INFO - Epoch [62][1560/1879] lr: 8.663e-02, eta: 3 days, 18:48:07, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6371, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.1039 2021-07-08 22:46:09,606 - mmaction - INFO - Epoch [62][1580/1879] lr: 8.663e-02, eta: 3 days, 18:47:46, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6398, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.1121 2021-07-08 22:46:26,791 - mmaction - INFO - Epoch [62][1600/1879] lr: 8.663e-02, eta: 3 days, 18:47:26, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6371, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.1476 2021-07-08 22:46:43,809 - mmaction - INFO - Epoch [62][1620/1879] lr: 8.663e-02, eta: 3 days, 18:47:05, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6371, loss_cls: 2.7590, loss: 2.7590, grad_norm: 2.1431 2021-07-08 22:47:00,908 - mmaction - INFO - Epoch [62][1640/1879] lr: 8.663e-02, eta: 3 days, 18:46:44, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6223, loss_cls: 2.8250, loss: 2.8250, grad_norm: 2.1858 2021-07-08 22:47:17,970 - mmaction - INFO - Epoch [62][1660/1879] lr: 8.663e-02, eta: 3 days, 18:46:24, time: 0.851, data_time: 0.000, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6480, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.1150 2021-07-08 22:47:35,086 - mmaction - INFO - Epoch [62][1680/1879] lr: 8.663e-02, eta: 3 days, 18:46:03, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6328, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.1935 2021-07-08 22:47:52,217 - mmaction - INFO - Epoch [62][1700/1879] lr: 8.663e-02, eta: 3 days, 18:45:43, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6273, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.1448 2021-07-08 22:48:09,254 - mmaction - INFO - Epoch [62][1720/1879] lr: 8.663e-02, eta: 3 days, 18:45:22, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6293, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.1234 2021-07-08 22:48:26,464 - mmaction - INFO - Epoch [62][1740/1879] lr: 8.663e-02, eta: 3 days, 18:45:02, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6523, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.1735 2021-07-08 22:48:43,693 - mmaction - INFO - Epoch [62][1760/1879] lr: 8.663e-02, eta: 3 days, 18:44:42, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6301, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.1945 2021-07-08 22:49:00,864 - mmaction - INFO - Epoch [62][1780/1879] lr: 8.663e-02, eta: 3 days, 18:44:22, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6332, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.1556 2021-07-08 22:49:17,795 - mmaction - INFO - Epoch [62][1800/1879] lr: 8.663e-02, eta: 3 days, 18:44:01, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6289, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.1500 2021-07-08 22:49:34,987 - mmaction - INFO - Epoch [62][1820/1879] lr: 8.663e-02, eta: 3 days, 18:43:40, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6324, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.1590 2021-07-08 22:49:52,211 - mmaction - INFO - Epoch [62][1840/1879] lr: 8.663e-02, eta: 3 days, 18:43:20, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6348, loss_cls: 2.8150, loss: 2.8150, grad_norm: 2.1481 2021-07-08 22:50:09,265 - mmaction - INFO - Epoch [62][1860/1879] lr: 8.663e-02, eta: 3 days, 18:43:00, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6250, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.1488 2021-07-08 22:50:33,412 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 22:50:33,416 - mmaction - INFO - 106 BN found 2021-07-08 22:55:06,025 - mmaction - INFO - BN stats updated 2021-07-08 22:57:21,873 - mmaction - INFO - Epoch [63][20/1879] lr: 8.621e-02, eta: 3 days, 18:47:34, time: 6.690, data_time: 5.616, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6434, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.1499 2021-07-08 22:57:38,429 - mmaction - INFO - Epoch [63][40/1879] lr: 8.621e-02, eta: 3 days, 18:47:12, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6293, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.1905 2021-07-08 22:57:54,934 - mmaction - INFO - Epoch [63][60/1879] lr: 8.621e-02, eta: 3 days, 18:46:49, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6332, loss_cls: 2.7688, loss: 2.7688, grad_norm: 2.1452 2021-07-08 22:58:11,536 - mmaction - INFO - Epoch [63][80/1879] lr: 8.621e-02, eta: 3 days, 18:46:27, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6574, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.1517 2021-07-08 22:58:28,170 - mmaction - INFO - Epoch [63][100/1879] lr: 8.621e-02, eta: 3 days, 18:46:05, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6301, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.2248 2021-07-08 22:58:44,707 - mmaction - INFO - Epoch [63][120/1879] lr: 8.621e-02, eta: 3 days, 18:45:43, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.1847 2021-07-08 22:59:01,425 - mmaction - INFO - Epoch [63][140/1879] lr: 8.621e-02, eta: 3 days, 18:45:21, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6539, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.1583 2021-07-08 22:59:18,123 - mmaction - INFO - Epoch [63][160/1879] lr: 8.621e-02, eta: 3 days, 18:44:59, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6250, loss_cls: 2.8376, loss: 2.8376, grad_norm: 2.2070 2021-07-08 22:59:35,075 - mmaction - INFO - Epoch [63][180/1879] lr: 8.621e-02, eta: 3 days, 18:44:38, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6367, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.1834 2021-07-08 22:59:51,953 - mmaction - INFO - Epoch [63][200/1879] lr: 8.621e-02, eta: 3 days, 18:44:17, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6383, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.1504 2021-07-08 23:00:08,905 - mmaction - INFO - Epoch [63][220/1879] lr: 8.621e-02, eta: 3 days, 18:43:56, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7892, loss: 2.7892, grad_norm: 2.1966 2021-07-08 23:00:25,969 - mmaction - INFO - Epoch [63][240/1879] lr: 8.621e-02, eta: 3 days, 18:43:36, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6387, loss_cls: 2.7543, loss: 2.7543, grad_norm: 2.1840 2021-07-08 23:00:42,900 - mmaction - INFO - Epoch [63][260/1879] lr: 8.621e-02, eta: 3 days, 18:43:15, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6312, loss_cls: 2.7972, loss: 2.7972, grad_norm: 2.1562 2021-07-08 23:00:59,945 - mmaction - INFO - Epoch [63][280/1879] lr: 8.621e-02, eta: 3 days, 18:42:54, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.8274, loss: 2.8274, grad_norm: 2.1621 2021-07-08 23:01:16,958 - mmaction - INFO - Epoch [63][300/1879] lr: 8.621e-02, eta: 3 days, 18:42:33, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6285, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.1786 2021-07-08 23:01:33,969 - mmaction - INFO - Epoch [63][320/1879] lr: 8.621e-02, eta: 3 days, 18:42:12, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6340, loss_cls: 2.7921, loss: 2.7921, grad_norm: 2.2156 2021-07-08 23:01:50,945 - mmaction - INFO - Epoch [63][340/1879] lr: 8.621e-02, eta: 3 days, 18:41:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6371, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.2241 2021-07-08 23:02:08,001 - mmaction - INFO - Epoch [63][360/1879] lr: 8.621e-02, eta: 3 days, 18:41:31, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6430, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.1622 2021-07-08 23:02:25,015 - mmaction - INFO - Epoch [63][380/1879] lr: 8.621e-02, eta: 3 days, 18:41:10, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6383, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.2036 2021-07-08 23:02:42,079 - mmaction - INFO - Epoch [63][400/1879] lr: 8.621e-02, eta: 3 days, 18:40:49, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6402, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.1641 2021-07-08 23:02:59,084 - mmaction - INFO - Epoch [63][420/1879] lr: 8.621e-02, eta: 3 days, 18:40:29, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6328, loss_cls: 2.7972, loss: 2.7972, grad_norm: 2.1711 2021-07-08 23:03:16,116 - mmaction - INFO - Epoch [63][440/1879] lr: 8.621e-02, eta: 3 days, 18:40:08, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6281, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.1808 2021-07-08 23:03:33,146 - mmaction - INFO - Epoch [63][460/1879] lr: 8.621e-02, eta: 3 days, 18:39:47, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6316, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.1701 2021-07-08 23:03:50,143 - mmaction - INFO - Epoch [63][480/1879] lr: 8.621e-02, eta: 3 days, 18:39:26, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6426, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.1234 2021-07-08 23:04:07,152 - mmaction - INFO - Epoch [63][500/1879] lr: 8.621e-02, eta: 3 days, 18:39:05, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.2344 2021-07-08 23:04:24,247 - mmaction - INFO - Epoch [63][520/1879] lr: 8.621e-02, eta: 3 days, 18:38:45, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6516, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.2258 2021-07-08 23:04:41,427 - mmaction - INFO - Epoch [63][540/1879] lr: 8.621e-02, eta: 3 days, 18:38:25, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.1717 2021-07-08 23:04:58,544 - mmaction - INFO - Epoch [63][560/1879] lr: 8.621e-02, eta: 3 days, 18:38:04, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6352, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.1223 2021-07-08 23:05:15,674 - mmaction - INFO - Epoch [63][580/1879] lr: 8.621e-02, eta: 3 days, 18:37:44, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6395, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.1889 2021-07-08 23:05:32,809 - mmaction - INFO - Epoch [63][600/1879] lr: 8.621e-02, eta: 3 days, 18:37:23, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6383, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.2345 2021-07-08 23:05:49,816 - mmaction - INFO - Epoch [63][620/1879] lr: 8.621e-02, eta: 3 days, 18:37:03, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6453, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.1543 2021-07-08 23:06:06,911 - mmaction - INFO - Epoch [63][640/1879] lr: 8.621e-02, eta: 3 days, 18:36:42, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6465, loss_cls: 2.7431, loss: 2.7431, grad_norm: 2.2527 2021-07-08 23:06:24,088 - mmaction - INFO - Epoch [63][660/1879] lr: 8.621e-02, eta: 3 days, 18:36:22, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.1786 2021-07-08 23:06:41,146 - mmaction - INFO - Epoch [63][680/1879] lr: 8.621e-02, eta: 3 days, 18:36:01, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6500, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.2119 2021-07-08 23:06:58,186 - mmaction - INFO - Epoch [63][700/1879] lr: 8.621e-02, eta: 3 days, 18:35:40, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6387, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.1625 2021-07-08 23:07:15,179 - mmaction - INFO - Epoch [63][720/1879] lr: 8.621e-02, eta: 3 days, 18:35:20, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6203, loss_cls: 2.8342, loss: 2.8342, grad_norm: 2.1483 2021-07-08 23:07:32,231 - mmaction - INFO - Epoch [63][740/1879] lr: 8.621e-02, eta: 3 days, 18:34:59, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6395, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.1371 2021-07-08 23:07:49,190 - mmaction - INFO - Epoch [63][760/1879] lr: 8.621e-02, eta: 3 days, 18:34:38, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6348, loss_cls: 2.7581, loss: 2.7581, grad_norm: 2.1856 2021-07-08 23:08:06,284 - mmaction - INFO - Epoch [63][780/1879] lr: 8.621e-02, eta: 3 days, 18:34:17, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6238, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.1691 2021-07-08 23:08:23,408 - mmaction - INFO - Epoch [63][800/1879] lr: 8.621e-02, eta: 3 days, 18:33:57, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6402, loss_cls: 2.7818, loss: 2.7818, grad_norm: 2.1851 2021-07-08 23:08:40,431 - mmaction - INFO - Epoch [63][820/1879] lr: 8.621e-02, eta: 3 days, 18:33:36, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6395, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.1623 2021-07-08 23:08:57,461 - mmaction - INFO - Epoch [63][840/1879] lr: 8.621e-02, eta: 3 days, 18:33:16, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6559, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.1781 2021-07-08 23:09:14,429 - mmaction - INFO - Epoch [63][860/1879] lr: 8.621e-02, eta: 3 days, 18:32:55, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6500, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.1581 2021-07-08 23:09:31,533 - mmaction - INFO - Epoch [63][880/1879] lr: 8.621e-02, eta: 3 days, 18:32:34, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6375, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.1671 2021-07-08 23:09:48,596 - mmaction - INFO - Epoch [63][900/1879] lr: 8.621e-02, eta: 3 days, 18:32:13, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6414, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.1642 2021-07-08 23:10:05,718 - mmaction - INFO - Epoch [63][920/1879] lr: 8.621e-02, eta: 3 days, 18:31:53, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6426, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.2172 2021-07-08 23:10:22,753 - mmaction - INFO - Epoch [63][940/1879] lr: 8.621e-02, eta: 3 days, 18:31:33, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6348, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.1957 2021-07-08 23:10:39,887 - mmaction - INFO - Epoch [63][960/1879] lr: 8.621e-02, eta: 3 days, 18:31:12, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6480, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.2007 2021-07-08 23:10:57,121 - mmaction - INFO - Epoch [63][980/1879] lr: 8.621e-02, eta: 3 days, 18:30:52, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6188, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.1615 2021-07-08 23:11:14,179 - mmaction - INFO - Epoch [63][1000/1879] lr: 8.621e-02, eta: 3 days, 18:30:32, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6336, loss_cls: 2.7948, loss: 2.7948, grad_norm: 2.1082 2021-07-08 23:11:31,321 - mmaction - INFO - Epoch [63][1020/1879] lr: 8.621e-02, eta: 3 days, 18:30:11, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6352, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.1634 2021-07-08 23:11:48,271 - mmaction - INFO - Epoch [63][1040/1879] lr: 8.621e-02, eta: 3 days, 18:29:50, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6391, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.1575 2021-07-08 23:12:05,443 - mmaction - INFO - Epoch [63][1060/1879] lr: 8.621e-02, eta: 3 days, 18:29:30, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6348, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.1347 2021-07-08 23:12:22,366 - mmaction - INFO - Epoch [63][1080/1879] lr: 8.621e-02, eta: 3 days, 18:29:09, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6418, loss_cls: 2.7198, loss: 2.7198, grad_norm: 2.1548 2021-07-08 23:12:39,432 - mmaction - INFO - Epoch [63][1100/1879] lr: 8.621e-02, eta: 3 days, 18:28:48, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6211, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.1673 2021-07-08 23:12:56,493 - mmaction - INFO - Epoch [63][1120/1879] lr: 8.621e-02, eta: 3 days, 18:28:28, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6480, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.1532 2021-07-08 23:13:13,504 - mmaction - INFO - Epoch [63][1140/1879] lr: 8.621e-02, eta: 3 days, 18:28:07, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6227, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.1024 2021-07-08 23:13:30,626 - mmaction - INFO - Epoch [63][1160/1879] lr: 8.621e-02, eta: 3 days, 18:27:46, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6539, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.1364 2021-07-08 23:13:47,690 - mmaction - INFO - Epoch [63][1180/1879] lr: 8.621e-02, eta: 3 days, 18:27:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6430, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.1347 2021-07-08 23:14:04,783 - mmaction - INFO - Epoch [63][1200/1879] lr: 8.621e-02, eta: 3 days, 18:27:06, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6262, loss_cls: 2.8271, loss: 2.8271, grad_norm: 2.2012 2021-07-08 23:14:21,934 - mmaction - INFO - Epoch [63][1220/1879] lr: 8.621e-02, eta: 3 days, 18:26:45, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6348, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.1451 2021-07-08 23:14:38,979 - mmaction - INFO - Epoch [63][1240/1879] lr: 8.621e-02, eta: 3 days, 18:26:25, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6324, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.1676 2021-07-08 23:14:56,084 - mmaction - INFO - Epoch [63][1260/1879] lr: 8.621e-02, eta: 3 days, 18:26:04, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6355, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.1727 2021-07-08 23:15:13,304 - mmaction - INFO - Epoch [63][1280/1879] lr: 8.621e-02, eta: 3 days, 18:25:44, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6410, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.1282 2021-07-08 23:15:30,322 - mmaction - INFO - Epoch [63][1300/1879] lr: 8.621e-02, eta: 3 days, 18:25:23, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6293, loss_cls: 2.7820, loss: 2.7820, grad_norm: 2.2114 2021-07-08 23:15:47,336 - mmaction - INFO - Epoch [63][1320/1879] lr: 8.621e-02, eta: 3 days, 18:25:02, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6410, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.1949 2021-07-08 23:16:04,448 - mmaction - INFO - Epoch [63][1340/1879] lr: 8.621e-02, eta: 3 days, 18:24:42, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.2108 2021-07-08 23:16:21,410 - mmaction - INFO - Epoch [63][1360/1879] lr: 8.621e-02, eta: 3 days, 18:24:21, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.1283 2021-07-08 23:16:38,353 - mmaction - INFO - Epoch [63][1380/1879] lr: 8.621e-02, eta: 3 days, 18:24:00, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6301, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.1836 2021-07-08 23:16:55,397 - mmaction - INFO - Epoch [63][1400/1879] lr: 8.621e-02, eta: 3 days, 18:23:40, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6461, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.1547 2021-07-08 23:17:12,434 - mmaction - INFO - Epoch [63][1420/1879] lr: 8.621e-02, eta: 3 days, 18:23:19, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6285, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.1434 2021-07-08 23:17:29,400 - mmaction - INFO - Epoch [63][1440/1879] lr: 8.621e-02, eta: 3 days, 18:22:58, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6270, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.1574 2021-07-08 23:17:46,371 - mmaction - INFO - Epoch [63][1460/1879] lr: 8.621e-02, eta: 3 days, 18:22:37, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6418, loss_cls: 2.7363, loss: 2.7363, grad_norm: 2.1585 2021-07-08 23:18:03,549 - mmaction - INFO - Epoch [63][1480/1879] lr: 8.621e-02, eta: 3 days, 18:22:17, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6316, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.1782 2021-07-08 23:18:20,723 - mmaction - INFO - Epoch [63][1500/1879] lr: 8.621e-02, eta: 3 days, 18:21:57, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8535, loss: 2.8535, grad_norm: 2.2237 2021-07-08 23:18:37,674 - mmaction - INFO - Epoch [63][1520/1879] lr: 8.621e-02, eta: 3 days, 18:21:36, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6152, loss_cls: 2.9000, loss: 2.9000, grad_norm: 2.1967 2021-07-08 23:18:54,931 - mmaction - INFO - Epoch [63][1540/1879] lr: 8.621e-02, eta: 3 days, 18:21:16, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6312, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.1167 2021-07-08 23:19:12,018 - mmaction - INFO - Epoch [63][1560/1879] lr: 8.621e-02, eta: 3 days, 18:20:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6172, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.1581 2021-07-08 23:19:29,162 - mmaction - INFO - Epoch [63][1580/1879] lr: 8.621e-02, eta: 3 days, 18:20:35, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6348, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.1194 2021-07-08 23:19:46,396 - mmaction - INFO - Epoch [63][1600/1879] lr: 8.621e-02, eta: 3 days, 18:20:15, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6324, loss_cls: 2.7860, loss: 2.7860, grad_norm: 2.0839 2021-07-08 23:20:03,435 - mmaction - INFO - Epoch [63][1620/1879] lr: 8.621e-02, eta: 3 days, 18:19:55, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6387, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1665 2021-07-08 23:20:20,426 - mmaction - INFO - Epoch [63][1640/1879] lr: 8.621e-02, eta: 3 days, 18:19:34, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6277, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.1734 2021-07-08 23:20:37,593 - mmaction - INFO - Epoch [63][1660/1879] lr: 8.621e-02, eta: 3 days, 18:19:13, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.1631 2021-07-08 23:20:54,631 - mmaction - INFO - Epoch [63][1680/1879] lr: 8.621e-02, eta: 3 days, 18:18:53, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6340, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.2356 2021-07-08 23:21:11,792 - mmaction - INFO - Epoch [63][1700/1879] lr: 8.621e-02, eta: 3 days, 18:18:33, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6449, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.1926 2021-07-08 23:21:28,868 - mmaction - INFO - Epoch [63][1720/1879] lr: 8.621e-02, eta: 3 days, 18:18:12, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6281, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.2061 2021-07-08 23:21:45,712 - mmaction - INFO - Epoch [63][1740/1879] lr: 8.621e-02, eta: 3 days, 18:17:51, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6527, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.1495 2021-07-08 23:22:02,756 - mmaction - INFO - Epoch [63][1760/1879] lr: 8.621e-02, eta: 3 days, 18:17:30, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6344, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.1298 2021-07-08 23:22:19,765 - mmaction - INFO - Epoch [63][1780/1879] lr: 8.621e-02, eta: 3 days, 18:17:10, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6441, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.1549 2021-07-08 23:22:36,699 - mmaction - INFO - Epoch [63][1800/1879] lr: 8.621e-02, eta: 3 days, 18:16:48, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6418, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.1744 2021-07-08 23:22:53,695 - mmaction - INFO - Epoch [63][1820/1879] lr: 8.621e-02, eta: 3 days, 18:16:28, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6309, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.2036 2021-07-08 23:23:10,798 - mmaction - INFO - Epoch [63][1840/1879] lr: 8.621e-02, eta: 3 days, 18:16:07, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6238, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.1300 2021-07-08 23:23:27,787 - mmaction - INFO - Epoch [63][1860/1879] lr: 8.621e-02, eta: 3 days, 18:15:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6480, loss_cls: 2.7196, loss: 2.7196, grad_norm: 2.1454 2021-07-08 23:23:54,665 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 23:23:54,673 - mmaction - INFO - 106 BN found 2021-07-08 23:28:26,944 - mmaction - INFO - BN stats updated 2021-07-08 23:30:53,754 - mmaction - INFO - Epoch [64][20/1879] lr: 8.579e-02, eta: 3 days, 18:20:48, time: 7.238, data_time: 6.336, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6461, loss_cls: 2.6869, loss: 2.6869, grad_norm: 2.1494 2021-07-08 23:31:10,445 - mmaction - INFO - Epoch [64][40/1879] lr: 8.579e-02, eta: 3 days, 18:20:26, time: 0.833, data_time: 0.008, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.1878 2021-07-08 23:31:26,998 - mmaction - INFO - Epoch [64][60/1879] lr: 8.579e-02, eta: 3 days, 18:20:04, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6426, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.1379 2021-07-08 23:31:43,664 - mmaction - INFO - Epoch [64][80/1879] lr: 8.579e-02, eta: 3 days, 18:19:42, time: 0.834, data_time: 0.006, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6352, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.1884 2021-07-08 23:32:00,115 - mmaction - INFO - Epoch [64][100/1879] lr: 8.579e-02, eta: 3 days, 18:19:20, time: 0.822, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.1961 2021-07-08 23:32:16,668 - mmaction - INFO - Epoch [64][120/1879] lr: 8.579e-02, eta: 3 days, 18:18:58, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6602, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.1583 2021-07-08 23:32:33,520 - mmaction - INFO - Epoch [64][140/1879] lr: 8.579e-02, eta: 3 days, 18:18:36, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6430, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.2250 2021-07-08 23:32:50,178 - mmaction - INFO - Epoch [64][160/1879] lr: 8.579e-02, eta: 3 days, 18:18:15, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6402, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.2409 2021-07-08 23:33:07,013 - mmaction - INFO - Epoch [64][180/1879] lr: 8.579e-02, eta: 3 days, 18:17:53, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6199, loss_cls: 2.8444, loss: 2.8444, grad_norm: 2.2111 2021-07-08 23:33:23,852 - mmaction - INFO - Epoch [64][200/1879] lr: 8.579e-02, eta: 3 days, 18:17:32, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6473, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.1945 2021-07-08 23:33:40,717 - mmaction - INFO - Epoch [64][220/1879] lr: 8.579e-02, eta: 3 days, 18:17:11, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.2022 2021-07-08 23:33:57,718 - mmaction - INFO - Epoch [64][240/1879] lr: 8.579e-02, eta: 3 days, 18:16:50, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6453, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.1551 2021-07-08 23:34:14,794 - mmaction - INFO - Epoch [64][260/1879] lr: 8.579e-02, eta: 3 days, 18:16:29, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6371, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.1843 2021-07-08 23:34:31,530 - mmaction - INFO - Epoch [64][280/1879] lr: 8.579e-02, eta: 3 days, 18:16:08, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.2224 2021-07-08 23:34:48,485 - mmaction - INFO - Epoch [64][300/1879] lr: 8.579e-02, eta: 3 days, 18:15:47, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6363, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.1500 2021-07-08 23:35:05,737 - mmaction - INFO - Epoch [64][320/1879] lr: 8.579e-02, eta: 3 days, 18:15:27, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6387, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.1886 2021-07-08 23:35:22,519 - mmaction - INFO - Epoch [64][340/1879] lr: 8.579e-02, eta: 3 days, 18:15:05, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6516, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.1822 2021-07-08 23:35:39,585 - mmaction - INFO - Epoch [64][360/1879] lr: 8.579e-02, eta: 3 days, 18:14:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6402, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.2069 2021-07-08 23:35:56,636 - mmaction - INFO - Epoch [64][380/1879] lr: 8.579e-02, eta: 3 days, 18:14:24, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.1533 2021-07-08 23:36:13,663 - mmaction - INFO - Epoch [64][400/1879] lr: 8.579e-02, eta: 3 days, 18:14:03, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6395, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.1473 2021-07-08 23:36:30,706 - mmaction - INFO - Epoch [64][420/1879] lr: 8.579e-02, eta: 3 days, 18:13:43, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6355, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.2087 2021-07-08 23:36:47,794 - mmaction - INFO - Epoch [64][440/1879] lr: 8.579e-02, eta: 3 days, 18:13:22, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.1875 2021-07-08 23:37:04,695 - mmaction - INFO - Epoch [64][460/1879] lr: 8.579e-02, eta: 3 days, 18:13:01, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.1352 2021-07-08 23:37:21,757 - mmaction - INFO - Epoch [64][480/1879] lr: 8.579e-02, eta: 3 days, 18:12:40, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6238, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.1863 2021-07-08 23:37:38,692 - mmaction - INFO - Epoch [64][500/1879] lr: 8.579e-02, eta: 3 days, 18:12:20, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6164, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.1467 2021-07-08 23:37:55,799 - mmaction - INFO - Epoch [64][520/1879] lr: 8.579e-02, eta: 3 days, 18:11:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.7893, loss: 2.7893, grad_norm: 2.1635 2021-07-08 23:38:12,669 - mmaction - INFO - Epoch [64][540/1879] lr: 8.579e-02, eta: 3 days, 18:11:38, time: 0.843, data_time: 0.000, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6375, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.1250 2021-07-08 23:38:29,786 - mmaction - INFO - Epoch [64][560/1879] lr: 8.579e-02, eta: 3 days, 18:11:18, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6090, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.1840 2021-07-08 23:38:46,867 - mmaction - INFO - Epoch [64][580/1879] lr: 8.579e-02, eta: 3 days, 18:10:57, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6359, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.1659 2021-07-08 23:39:03,896 - mmaction - INFO - Epoch [64][600/1879] lr: 8.579e-02, eta: 3 days, 18:10:36, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.1718 2021-07-08 23:39:20,849 - mmaction - INFO - Epoch [64][620/1879] lr: 8.579e-02, eta: 3 days, 18:10:15, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6355, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.1426 2021-07-08 23:39:37,761 - mmaction - INFO - Epoch [64][640/1879] lr: 8.579e-02, eta: 3 days, 18:09:54, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6445, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.2031 2021-07-08 23:39:54,724 - mmaction - INFO - Epoch [64][660/1879] lr: 8.579e-02, eta: 3 days, 18:09:34, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6488, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.1921 2021-07-08 23:40:11,811 - mmaction - INFO - Epoch [64][680/1879] lr: 8.579e-02, eta: 3 days, 18:09:13, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6414, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.2081 2021-07-08 23:40:28,852 - mmaction - INFO - Epoch [64][700/1879] lr: 8.579e-02, eta: 3 days, 18:08:52, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6281, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.1635 2021-07-08 23:40:45,834 - mmaction - INFO - Epoch [64][720/1879] lr: 8.579e-02, eta: 3 days, 18:08:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.1444 2021-07-08 23:41:02,739 - mmaction - INFO - Epoch [64][740/1879] lr: 8.579e-02, eta: 3 days, 18:08:11, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6402, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.1335 2021-07-08 23:41:19,884 - mmaction - INFO - Epoch [64][760/1879] lr: 8.579e-02, eta: 3 days, 18:07:50, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6449, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.1386 2021-07-08 23:41:36,985 - mmaction - INFO - Epoch [64][780/1879] lr: 8.579e-02, eta: 3 days, 18:07:30, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6305, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.1283 2021-07-08 23:41:54,032 - mmaction - INFO - Epoch [64][800/1879] lr: 8.579e-02, eta: 3 days, 18:07:09, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6324, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.1542 2021-07-08 23:42:11,106 - mmaction - INFO - Epoch [64][820/1879] lr: 8.579e-02, eta: 3 days, 18:06:48, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6375, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.1624 2021-07-08 23:42:28,205 - mmaction - INFO - Epoch [64][840/1879] lr: 8.579e-02, eta: 3 days, 18:06:28, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6344, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.2261 2021-07-08 23:42:45,043 - mmaction - INFO - Epoch [64][860/1879] lr: 8.579e-02, eta: 3 days, 18:06:07, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6152, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.2093 2021-07-08 23:43:01,924 - mmaction - INFO - Epoch [64][880/1879] lr: 8.579e-02, eta: 3 days, 18:05:46, time: 0.841, data_time: 0.006, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6332, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.2036 2021-07-08 23:43:18,881 - mmaction - INFO - Epoch [64][900/1879] lr: 8.579e-02, eta: 3 days, 18:05:25, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6527, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.1507 2021-07-08 23:43:35,884 - mmaction - INFO - Epoch [64][920/1879] lr: 8.579e-02, eta: 3 days, 18:05:04, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6535, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.2365 2021-07-08 23:43:52,929 - mmaction - INFO - Epoch [64][940/1879] lr: 8.579e-02, eta: 3 days, 18:04:43, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6406, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.2069 2021-07-08 23:44:09,858 - mmaction - INFO - Epoch [64][960/1879] lr: 8.579e-02, eta: 3 days, 18:04:22, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6336, loss_cls: 2.7814, loss: 2.7814, grad_norm: 2.1441 2021-07-08 23:44:26,956 - mmaction - INFO - Epoch [64][980/1879] lr: 8.579e-02, eta: 3 days, 18:04:02, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6293, loss_cls: 2.8358, loss: 2.8358, grad_norm: 2.1855 2021-07-08 23:44:43,946 - mmaction - INFO - Epoch [64][1000/1879] lr: 8.579e-02, eta: 3 days, 18:03:41, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6398, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.1605 2021-07-08 23:45:00,914 - mmaction - INFO - Epoch [64][1020/1879] lr: 8.579e-02, eta: 3 days, 18:03:20, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6348, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.1346 2021-07-08 23:45:17,818 - mmaction - INFO - Epoch [64][1040/1879] lr: 8.579e-02, eta: 3 days, 18:02:59, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6273, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.1565 2021-07-08 23:45:34,882 - mmaction - INFO - Epoch [64][1060/1879] lr: 8.579e-02, eta: 3 days, 18:02:39, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.1887 2021-07-08 23:45:51,985 - mmaction - INFO - Epoch [64][1080/1879] lr: 8.579e-02, eta: 3 days, 18:02:18, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8171, loss: 2.8171, grad_norm: 2.1325 2021-07-08 23:46:09,011 - mmaction - INFO - Epoch [64][1100/1879] lr: 8.579e-02, eta: 3 days, 18:01:58, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6422, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.1853 2021-07-08 23:46:25,869 - mmaction - INFO - Epoch [64][1120/1879] lr: 8.579e-02, eta: 3 days, 18:01:37, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6531, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.1491 2021-07-08 23:46:42,928 - mmaction - INFO - Epoch [64][1140/1879] lr: 8.579e-02, eta: 3 days, 18:01:16, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6297, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.1921 2021-07-08 23:47:00,020 - mmaction - INFO - Epoch [64][1160/1879] lr: 8.579e-02, eta: 3 days, 18:00:56, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6434, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.1627 2021-07-08 23:47:17,137 - mmaction - INFO - Epoch [64][1180/1879] lr: 8.579e-02, eta: 3 days, 18:00:35, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6449, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.1450 2021-07-08 23:47:34,218 - mmaction - INFO - Epoch [64][1200/1879] lr: 8.579e-02, eta: 3 days, 18:00:15, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.1960 2021-07-08 23:47:51,204 - mmaction - INFO - Epoch [64][1220/1879] lr: 8.579e-02, eta: 3 days, 17:59:54, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6168, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.1879 2021-07-08 23:48:08,453 - mmaction - INFO - Epoch [64][1240/1879] lr: 8.579e-02, eta: 3 days, 17:59:34, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6309, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.1281 2021-07-08 23:48:25,523 - mmaction - INFO - Epoch [64][1260/1879] lr: 8.579e-02, eta: 3 days, 17:59:13, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6340, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.1958 2021-07-08 23:48:42,595 - mmaction - INFO - Epoch [64][1280/1879] lr: 8.579e-02, eta: 3 days, 17:58:53, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6383, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.1889 2021-07-08 23:48:59,716 - mmaction - INFO - Epoch [64][1300/1879] lr: 8.579e-02, eta: 3 days, 17:58:33, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6266, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.1754 2021-07-08 23:49:16,752 - mmaction - INFO - Epoch [64][1320/1879] lr: 8.579e-02, eta: 3 days, 17:58:12, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6402, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.1678 2021-07-08 23:49:33,818 - mmaction - INFO - Epoch [64][1340/1879] lr: 8.579e-02, eta: 3 days, 17:57:51, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.2284 2021-07-08 23:49:50,882 - mmaction - INFO - Epoch [64][1360/1879] lr: 8.579e-02, eta: 3 days, 17:57:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6398, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.1857 2021-07-08 23:50:08,079 - mmaction - INFO - Epoch [64][1380/1879] lr: 8.579e-02, eta: 3 days, 17:57:11, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6410, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.2441 2021-07-08 23:50:25,312 - mmaction - INFO - Epoch [64][1400/1879] lr: 8.579e-02, eta: 3 days, 17:56:51, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6332, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.1457 2021-07-08 23:50:42,466 - mmaction - INFO - Epoch [64][1420/1879] lr: 8.579e-02, eta: 3 days, 17:56:30, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6305, loss_cls: 2.7964, loss: 2.7964, grad_norm: 2.1775 2021-07-08 23:50:59,475 - mmaction - INFO - Epoch [64][1440/1879] lr: 8.579e-02, eta: 3 days, 17:56:09, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6375, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.1708 2021-07-08 23:51:16,533 - mmaction - INFO - Epoch [64][1460/1879] lr: 8.579e-02, eta: 3 days, 17:55:49, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6391, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.1890 2021-07-08 23:51:33,708 - mmaction - INFO - Epoch [64][1480/1879] lr: 8.579e-02, eta: 3 days, 17:55:29, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6125, loss_cls: 2.8572, loss: 2.8572, grad_norm: 2.1783 2021-07-08 23:51:50,724 - mmaction - INFO - Epoch [64][1500/1879] lr: 8.579e-02, eta: 3 days, 17:55:08, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6395, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.1612 2021-07-08 23:52:07,714 - mmaction - INFO - Epoch [64][1520/1879] lr: 8.579e-02, eta: 3 days, 17:54:48, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6430, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.1649 2021-07-08 23:52:24,909 - mmaction - INFO - Epoch [64][1540/1879] lr: 8.579e-02, eta: 3 days, 17:54:27, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6371, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.1643 2021-07-08 23:52:42,202 - mmaction - INFO - Epoch [64][1560/1879] lr: 8.579e-02, eta: 3 days, 17:54:08, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6465, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.1847 2021-07-08 23:52:59,357 - mmaction - INFO - Epoch [64][1580/1879] lr: 8.579e-02, eta: 3 days, 17:53:47, time: 0.857, data_time: 0.000, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6215, loss_cls: 2.8105, loss: 2.8105, grad_norm: 2.1667 2021-07-08 23:53:16,587 - mmaction - INFO - Epoch [64][1600/1879] lr: 8.579e-02, eta: 3 days, 17:53:27, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.1713 2021-07-08 23:53:33,540 - mmaction - INFO - Epoch [64][1620/1879] lr: 8.579e-02, eta: 3 days, 17:53:07, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6441, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.1722 2021-07-08 23:53:50,855 - mmaction - INFO - Epoch [64][1640/1879] lr: 8.579e-02, eta: 3 days, 17:52:46, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.1535 2021-07-08 23:54:07,970 - mmaction - INFO - Epoch [64][1660/1879] lr: 8.579e-02, eta: 3 days, 17:52:26, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6328, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.1220 2021-07-08 23:54:25,113 - mmaction - INFO - Epoch [64][1680/1879] lr: 8.579e-02, eta: 3 days, 17:52:06, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6527, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.1633 2021-07-08 23:54:42,486 - mmaction - INFO - Epoch [64][1700/1879] lr: 8.579e-02, eta: 3 days, 17:51:46, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.1722 2021-07-08 23:54:59,675 - mmaction - INFO - Epoch [64][1720/1879] lr: 8.579e-02, eta: 3 days, 17:51:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6340, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.1956 2021-07-08 23:55:16,814 - mmaction - INFO - Epoch [64][1740/1879] lr: 8.579e-02, eta: 3 days, 17:51:06, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6230, loss_cls: 2.7641, loss: 2.7641, grad_norm: 2.1803 2021-07-08 23:55:33,990 - mmaction - INFO - Epoch [64][1760/1879] lr: 8.579e-02, eta: 3 days, 17:50:46, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6336, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.1980 2021-07-08 23:55:51,061 - mmaction - INFO - Epoch [64][1780/1879] lr: 8.579e-02, eta: 3 days, 17:50:25, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6270, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.2037 2021-07-08 23:56:08,117 - mmaction - INFO - Epoch [64][1800/1879] lr: 8.579e-02, eta: 3 days, 17:50:05, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6387, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.1337 2021-07-08 23:56:25,250 - mmaction - INFO - Epoch [64][1820/1879] lr: 8.579e-02, eta: 3 days, 17:49:45, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.5992, loss_cls: 2.9143, loss: 2.9143, grad_norm: 2.1929 2021-07-08 23:56:42,296 - mmaction - INFO - Epoch [64][1840/1879] lr: 8.579e-02, eta: 3 days, 17:49:24, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6316, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.1086 2021-07-08 23:56:59,263 - mmaction - INFO - Epoch [64][1860/1879] lr: 8.579e-02, eta: 3 days, 17:49:03, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6363, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.1308 2021-07-08 23:57:26,382 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-08 23:57:26,393 - mmaction - INFO - 106 BN found 2021-07-09 00:02:04,896 - mmaction - INFO - BN stats updated 2021-07-09 00:02:06,912 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-07-09 00:04:32,288 - mmaction - INFO - Epoch [65][20/1879] lr: 8.536e-02, eta: 3 days, 17:53:42, time: 6.981, data_time: 6.053, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6531, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.1611 2021-07-09 00:04:48,857 - mmaction - INFO - Epoch [65][40/1879] lr: 8.536e-02, eta: 3 days, 17:53:20, time: 0.826, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6371, loss_cls: 2.7811, loss: 2.7811, grad_norm: 2.1920 2021-07-09 00:05:05,411 - mmaction - INFO - Epoch [65][60/1879] lr: 8.536e-02, eta: 3 days, 17:52:58, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6336, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.1323 2021-07-09 00:05:22,065 - mmaction - INFO - Epoch [65][80/1879] lr: 8.536e-02, eta: 3 days, 17:52:36, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6359, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.1186 2021-07-09 00:05:38,523 - mmaction - INFO - Epoch [65][100/1879] lr: 8.536e-02, eta: 3 days, 17:52:14, time: 0.822, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6387, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.1627 2021-07-09 00:05:55,149 - mmaction - INFO - Epoch [65][120/1879] lr: 8.536e-02, eta: 3 days, 17:51:52, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6305, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.2295 2021-07-09 00:06:11,738 - mmaction - INFO - Epoch [65][140/1879] lr: 8.536e-02, eta: 3 days, 17:51:30, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6488, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.1407 2021-07-09 00:06:28,418 - mmaction - INFO - Epoch [65][160/1879] lr: 8.536e-02, eta: 3 days, 17:51:08, time: 0.836, data_time: 0.006, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6406, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.2396 2021-07-09 00:06:45,121 - mmaction - INFO - Epoch [65][180/1879] lr: 8.536e-02, eta: 3 days, 17:50:47, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6262, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.1901 2021-07-09 00:07:02,113 - mmaction - INFO - Epoch [65][200/1879] lr: 8.536e-02, eta: 3 days, 17:50:26, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.1424 2021-07-09 00:07:19,105 - mmaction - INFO - Epoch [65][220/1879] lr: 8.536e-02, eta: 3 days, 17:50:05, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6379, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.1668 2021-07-09 00:07:36,081 - mmaction - INFO - Epoch [65][240/1879] lr: 8.536e-02, eta: 3 days, 17:49:44, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6465, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.1754 2021-07-09 00:07:52,986 - mmaction - INFO - Epoch [65][260/1879] lr: 8.536e-02, eta: 3 days, 17:49:23, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6418, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.1545 2021-07-09 00:08:10,095 - mmaction - INFO - Epoch [65][280/1879] lr: 8.536e-02, eta: 3 days, 17:49:03, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6422, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.1941 2021-07-09 00:08:27,086 - mmaction - INFO - Epoch [65][300/1879] lr: 8.536e-02, eta: 3 days, 17:48:42, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6371, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.1809 2021-07-09 00:08:43,843 - mmaction - INFO - Epoch [65][320/1879] lr: 8.536e-02, eta: 3 days, 17:48:21, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6391, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.1755 2021-07-09 00:09:00,964 - mmaction - INFO - Epoch [65][340/1879] lr: 8.536e-02, eta: 3 days, 17:48:00, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6340, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.1881 2021-07-09 00:09:17,852 - mmaction - INFO - Epoch [65][360/1879] lr: 8.536e-02, eta: 3 days, 17:47:39, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6410, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.1923 2021-07-09 00:09:34,860 - mmaction - INFO - Epoch [65][380/1879] lr: 8.536e-02, eta: 3 days, 17:47:18, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.1421 2021-07-09 00:09:51,842 - mmaction - INFO - Epoch [65][400/1879] lr: 8.536e-02, eta: 3 days, 17:46:58, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6348, loss_cls: 2.7828, loss: 2.7828, grad_norm: 2.2686 2021-07-09 00:10:08,925 - mmaction - INFO - Epoch [65][420/1879] lr: 8.536e-02, eta: 3 days, 17:46:37, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6434, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.1538 2021-07-09 00:10:25,896 - mmaction - INFO - Epoch [65][440/1879] lr: 8.536e-02, eta: 3 days, 17:46:16, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6363, loss_cls: 2.7884, loss: 2.7884, grad_norm: 2.2245 2021-07-09 00:10:42,781 - mmaction - INFO - Epoch [65][460/1879] lr: 8.536e-02, eta: 3 days, 17:45:55, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.1065 2021-07-09 00:10:59,752 - mmaction - INFO - Epoch [65][480/1879] lr: 8.536e-02, eta: 3 days, 17:45:34, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6254, loss_cls: 2.8472, loss: 2.8472, grad_norm: 2.2186 2021-07-09 00:11:16,756 - mmaction - INFO - Epoch [65][500/1879] lr: 8.536e-02, eta: 3 days, 17:45:14, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6414, loss_cls: 2.7927, loss: 2.7927, grad_norm: 2.1662 2021-07-09 00:11:33,756 - mmaction - INFO - Epoch [65][520/1879] lr: 8.536e-02, eta: 3 days, 17:44:53, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6438, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.1310 2021-07-09 00:11:50,854 - mmaction - INFO - Epoch [65][540/1879] lr: 8.536e-02, eta: 3 days, 17:44:32, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6535, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.2071 2021-07-09 00:12:07,777 - mmaction - INFO - Epoch [65][560/1879] lr: 8.536e-02, eta: 3 days, 17:44:12, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1889 2021-07-09 00:12:24,846 - mmaction - INFO - Epoch [65][580/1879] lr: 8.536e-02, eta: 3 days, 17:43:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.0923 2021-07-09 00:12:42,008 - mmaction - INFO - Epoch [65][600/1879] lr: 8.536e-02, eta: 3 days, 17:43:31, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6562, loss_cls: 2.7073, loss: 2.7073, grad_norm: 2.1498 2021-07-09 00:12:59,027 - mmaction - INFO - Epoch [65][620/1879] lr: 8.536e-02, eta: 3 days, 17:43:10, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6309, loss_cls: 2.8441, loss: 2.8441, grad_norm: 2.2259 2021-07-09 00:13:15,996 - mmaction - INFO - Epoch [65][640/1879] lr: 8.536e-02, eta: 3 days, 17:42:49, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6363, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.1673 2021-07-09 00:13:33,117 - mmaction - INFO - Epoch [65][660/1879] lr: 8.536e-02, eta: 3 days, 17:42:29, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6355, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.2032 2021-07-09 00:13:50,082 - mmaction - INFO - Epoch [65][680/1879] lr: 8.536e-02, eta: 3 days, 17:42:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6387, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.1407 2021-07-09 00:14:07,039 - mmaction - INFO - Epoch [65][700/1879] lr: 8.536e-02, eta: 3 days, 17:41:47, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6281, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.2125 2021-07-09 00:14:24,135 - mmaction - INFO - Epoch [65][720/1879] lr: 8.536e-02, eta: 3 days, 17:41:27, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6324, loss_cls: 2.7559, loss: 2.7559, grad_norm: 2.1375 2021-07-09 00:14:41,117 - mmaction - INFO - Epoch [65][740/1879] lr: 8.536e-02, eta: 3 days, 17:41:06, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6262, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.1441 2021-07-09 00:14:58,105 - mmaction - INFO - Epoch [65][760/1879] lr: 8.536e-02, eta: 3 days, 17:40:45, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6367, loss_cls: 2.7996, loss: 2.7996, grad_norm: 2.1590 2021-07-09 00:15:15,264 - mmaction - INFO - Epoch [65][780/1879] lr: 8.536e-02, eta: 3 days, 17:40:25, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6473, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.1295 2021-07-09 00:15:32,177 - mmaction - INFO - Epoch [65][800/1879] lr: 8.536e-02, eta: 3 days, 17:40:04, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6383, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.1780 2021-07-09 00:15:49,345 - mmaction - INFO - Epoch [65][820/1879] lr: 8.536e-02, eta: 3 days, 17:39:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.1584 2021-07-09 00:16:06,227 - mmaction - INFO - Epoch [65][840/1879] lr: 8.536e-02, eta: 3 days, 17:39:23, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6473, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.1540 2021-07-09 00:16:23,207 - mmaction - INFO - Epoch [65][860/1879] lr: 8.536e-02, eta: 3 days, 17:39:02, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6426, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.1637 2021-07-09 00:16:40,236 - mmaction - INFO - Epoch [65][880/1879] lr: 8.536e-02, eta: 3 days, 17:38:41, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6164, loss_cls: 2.8456, loss: 2.8456, grad_norm: 2.2144 2021-07-09 00:16:57,303 - mmaction - INFO - Epoch [65][900/1879] lr: 8.536e-02, eta: 3 days, 17:38:21, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6320, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.2151 2021-07-09 00:17:14,178 - mmaction - INFO - Epoch [65][920/1879] lr: 8.536e-02, eta: 3 days, 17:38:00, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6344, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.1946 2021-07-09 00:17:31,369 - mmaction - INFO - Epoch [65][940/1879] lr: 8.536e-02, eta: 3 days, 17:37:40, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6434, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.1524 2021-07-09 00:17:48,311 - mmaction - INFO - Epoch [65][960/1879] lr: 8.536e-02, eta: 3 days, 17:37:19, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6520, loss_cls: 2.7295, loss: 2.7295, grad_norm: 2.1804 2021-07-09 00:18:05,323 - mmaction - INFO - Epoch [65][980/1879] lr: 8.536e-02, eta: 3 days, 17:36:58, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6395, loss_cls: 2.7389, loss: 2.7389, grad_norm: 2.2334 2021-07-09 00:18:22,431 - mmaction - INFO - Epoch [65][1000/1879] lr: 8.536e-02, eta: 3 days, 17:36:38, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.2051 2021-07-09 00:18:39,593 - mmaction - INFO - Epoch [65][1020/1879] lr: 8.536e-02, eta: 3 days, 17:36:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.2110 2021-07-09 00:18:56,469 - mmaction - INFO - Epoch [65][1040/1879] lr: 8.536e-02, eta: 3 days, 17:35:56, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6223, loss_cls: 2.8074, loss: 2.8074, grad_norm: 2.2151 2021-07-09 00:19:13,446 - mmaction - INFO - Epoch [65][1060/1879] lr: 8.536e-02, eta: 3 days, 17:35:36, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.1892 2021-07-09 00:19:30,333 - mmaction - INFO - Epoch [65][1080/1879] lr: 8.536e-02, eta: 3 days, 17:35:15, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6199, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.2047 2021-07-09 00:19:47,295 - mmaction - INFO - Epoch [65][1100/1879] lr: 8.536e-02, eta: 3 days, 17:34:54, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6363, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.1680 2021-07-09 00:20:04,177 - mmaction - INFO - Epoch [65][1120/1879] lr: 8.536e-02, eta: 3 days, 17:34:33, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6473, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.1838 2021-07-09 00:20:21,216 - mmaction - INFO - Epoch [65][1140/1879] lr: 8.536e-02, eta: 3 days, 17:34:12, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6355, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.2046 2021-07-09 00:20:38,340 - mmaction - INFO - Epoch [65][1160/1879] lr: 8.536e-02, eta: 3 days, 17:33:52, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6457, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.1610 2021-07-09 00:20:55,421 - mmaction - INFO - Epoch [65][1180/1879] lr: 8.536e-02, eta: 3 days, 17:33:31, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6242, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1842 2021-07-09 00:21:12,449 - mmaction - INFO - Epoch [65][1200/1879] lr: 8.536e-02, eta: 3 days, 17:33:11, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6305, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.1399 2021-07-09 00:21:29,471 - mmaction - INFO - Epoch [65][1220/1879] lr: 8.536e-02, eta: 3 days, 17:32:50, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6309, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.1762 2021-07-09 00:21:46,541 - mmaction - INFO - Epoch [65][1240/1879] lr: 8.536e-02, eta: 3 days, 17:32:30, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6254, loss_cls: 2.8073, loss: 2.8073, grad_norm: 2.1362 2021-07-09 00:22:03,577 - mmaction - INFO - Epoch [65][1260/1879] lr: 8.536e-02, eta: 3 days, 17:32:09, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6297, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.1441 2021-07-09 00:22:20,585 - mmaction - INFO - Epoch [65][1280/1879] lr: 8.536e-02, eta: 3 days, 17:31:48, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.1708 2021-07-09 00:22:37,613 - mmaction - INFO - Epoch [65][1300/1879] lr: 8.536e-02, eta: 3 days, 17:31:28, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.2047 2021-07-09 00:22:54,540 - mmaction - INFO - Epoch [65][1320/1879] lr: 8.536e-02, eta: 3 days, 17:31:07, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6418, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.1285 2021-07-09 00:23:11,476 - mmaction - INFO - Epoch [65][1340/1879] lr: 8.536e-02, eta: 3 days, 17:30:46, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6289, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.2178 2021-07-09 00:23:28,409 - mmaction - INFO - Epoch [65][1360/1879] lr: 8.536e-02, eta: 3 days, 17:30:25, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6500, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.1544 2021-07-09 00:23:45,397 - mmaction - INFO - Epoch [65][1380/1879] lr: 8.536e-02, eta: 3 days, 17:30:04, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6410, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.1620 2021-07-09 00:24:02,417 - mmaction - INFO - Epoch [65][1400/1879] lr: 8.536e-02, eta: 3 days, 17:29:44, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6180, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.1289 2021-07-09 00:24:19,412 - mmaction - INFO - Epoch [65][1420/1879] lr: 8.536e-02, eta: 3 days, 17:29:23, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6324, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.1782 2021-07-09 00:24:36,379 - mmaction - INFO - Epoch [65][1440/1879] lr: 8.536e-02, eta: 3 days, 17:29:02, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6359, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.1686 2021-07-09 00:24:53,384 - mmaction - INFO - Epoch [65][1460/1879] lr: 8.536e-02, eta: 3 days, 17:28:42, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6395, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.1214 2021-07-09 00:25:10,460 - mmaction - INFO - Epoch [65][1480/1879] lr: 8.536e-02, eta: 3 days, 17:28:21, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6551, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.1490 2021-07-09 00:25:27,358 - mmaction - INFO - Epoch [65][1500/1879] lr: 8.536e-02, eta: 3 days, 17:28:00, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6496, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.1348 2021-07-09 00:25:44,297 - mmaction - INFO - Epoch [65][1520/1879] lr: 8.536e-02, eta: 3 days, 17:27:39, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6566, loss_cls: 2.7003, loss: 2.7003, grad_norm: 2.1655 2021-07-09 00:26:01,434 - mmaction - INFO - Epoch [65][1540/1879] lr: 8.536e-02, eta: 3 days, 17:27:19, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6340, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.1976 2021-07-09 00:26:18,474 - mmaction - INFO - Epoch [65][1560/1879] lr: 8.536e-02, eta: 3 days, 17:26:59, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6227, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.1975 2021-07-09 00:26:35,357 - mmaction - INFO - Epoch [65][1580/1879] lr: 8.536e-02, eta: 3 days, 17:26:37, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6254, loss_cls: 2.7842, loss: 2.7842, grad_norm: 2.1763 2021-07-09 00:26:52,473 - mmaction - INFO - Epoch [65][1600/1879] lr: 8.536e-02, eta: 3 days, 17:26:17, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6379, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.0995 2021-07-09 00:27:09,412 - mmaction - INFO - Epoch [65][1620/1879] lr: 8.536e-02, eta: 3 days, 17:25:56, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6457, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.1877 2021-07-09 00:27:26,342 - mmaction - INFO - Epoch [65][1640/1879] lr: 8.536e-02, eta: 3 days, 17:25:35, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6285, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.2297 2021-07-09 00:27:43,242 - mmaction - INFO - Epoch [65][1660/1879] lr: 8.536e-02, eta: 3 days, 17:25:14, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6191, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.2515 2021-07-09 00:28:00,328 - mmaction - INFO - Epoch [65][1680/1879] lr: 8.536e-02, eta: 3 days, 17:24:54, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7828, loss: 2.7828, grad_norm: 2.1419 2021-07-09 00:28:17,146 - mmaction - INFO - Epoch [65][1700/1879] lr: 8.536e-02, eta: 3 days, 17:24:33, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6422, loss_cls: 2.7493, loss: 2.7493, grad_norm: 2.1898 2021-07-09 00:28:34,387 - mmaction - INFO - Epoch [65][1720/1879] lr: 8.536e-02, eta: 3 days, 17:24:13, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6500, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.1442 2021-07-09 00:28:51,519 - mmaction - INFO - Epoch [65][1740/1879] lr: 8.536e-02, eta: 3 days, 17:23:53, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6520, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.1707 2021-07-09 00:29:08,555 - mmaction - INFO - Epoch [65][1760/1879] lr: 8.536e-02, eta: 3 days, 17:23:32, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6445, loss_cls: 2.7370, loss: 2.7370, grad_norm: 2.1541 2021-07-09 00:29:25,720 - mmaction - INFO - Epoch [65][1780/1879] lr: 8.536e-02, eta: 3 days, 17:23:12, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6316, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.2817 2021-07-09 00:29:42,779 - mmaction - INFO - Epoch [65][1800/1879] lr: 8.536e-02, eta: 3 days, 17:22:51, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6535, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.1966 2021-07-09 00:29:59,898 - mmaction - INFO - Epoch [65][1820/1879] lr: 8.536e-02, eta: 3 days, 17:22:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6391, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.1109 2021-07-09 00:30:16,875 - mmaction - INFO - Epoch [65][1840/1879] lr: 8.536e-02, eta: 3 days, 17:22:10, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6406, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.1784 2021-07-09 00:30:33,992 - mmaction - INFO - Epoch [65][1860/1879] lr: 8.536e-02, eta: 3 days, 17:21:50, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6199, loss_cls: 2.8565, loss: 2.8565, grad_norm: 2.1880 2021-07-09 00:31:02,634 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 00:31:02,642 - mmaction - INFO - 106 BN found 2021-07-09 00:35:39,900 - mmaction - INFO - BN stats updated 2021-07-09 00:39:07,915 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 00:39:08,805 - mmaction - INFO - top1_acc 0.4680 top5_acc 0.7321 2021-07-09 00:39:08,805 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 00:39:08,861 - mmaction - INFO - mean_acc 0.4679 2021-07-09 00:39:10,477 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_65.pth. 2021-07-09 00:39:10,477 - mmaction - INFO - Best top1_acc is 0.4680 at 65 epoch. 2021-07-09 00:39:10,486 - mmaction - INFO - Epoch(val) [65][155] top1_acc: 0.4680, top5_acc: 0.7321, mean_class_accuracy: 0.4679 2021-07-09 00:40:34,440 - mmaction - INFO - Epoch [66][20/1879] lr: 8.492e-02, eta: 3 days, 17:23:39, time: 4.194, data_time: 3.281, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6547, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.1628 2021-07-09 00:40:51,026 - mmaction - INFO - Epoch [66][40/1879] lr: 8.492e-02, eta: 3 days, 17:23:17, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6402, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.1714 2021-07-09 00:41:07,579 - mmaction - INFO - Epoch [66][60/1879] lr: 8.492e-02, eta: 3 days, 17:22:55, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6574, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.1923 2021-07-09 00:41:24,135 - mmaction - INFO - Epoch [66][80/1879] lr: 8.492e-02, eta: 3 days, 17:22:33, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6371, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.2149 2021-07-09 00:41:40,686 - mmaction - INFO - Epoch [66][100/1879] lr: 8.492e-02, eta: 3 days, 17:22:11, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6441, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.1622 2021-07-09 00:41:57,301 - mmaction - INFO - Epoch [66][120/1879] lr: 8.492e-02, eta: 3 days, 17:21:49, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6422, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.2319 2021-07-09 00:42:14,021 - mmaction - INFO - Epoch [66][140/1879] lr: 8.492e-02, eta: 3 days, 17:21:28, time: 0.836, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6422, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.2536 2021-07-09 00:42:30,626 - mmaction - INFO - Epoch [66][160/1879] lr: 8.492e-02, eta: 3 days, 17:21:06, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6359, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.1395 2021-07-09 00:42:47,411 - mmaction - INFO - Epoch [66][180/1879] lr: 8.492e-02, eta: 3 days, 17:20:45, time: 0.837, data_time: 0.000, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6254, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.1789 2021-07-09 00:43:04,283 - mmaction - INFO - Epoch [66][200/1879] lr: 8.492e-02, eta: 3 days, 17:20:23, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6422, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.1963 2021-07-09 00:43:21,408 - mmaction - INFO - Epoch [66][220/1879] lr: 8.492e-02, eta: 3 days, 17:20:03, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6238, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.1480 2021-07-09 00:43:38,216 - mmaction - INFO - Epoch [66][240/1879] lr: 8.492e-02, eta: 3 days, 17:19:42, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6312, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.2153 2021-07-09 00:43:55,346 - mmaction - INFO - Epoch [66][260/1879] lr: 8.492e-02, eta: 3 days, 17:19:22, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6527, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.1758 2021-07-09 00:44:12,388 - mmaction - INFO - Epoch [66][280/1879] lr: 8.492e-02, eta: 3 days, 17:19:01, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6266, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.2146 2021-07-09 00:44:29,543 - mmaction - INFO - Epoch [66][300/1879] lr: 8.492e-02, eta: 3 days, 17:18:41, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.1369 2021-07-09 00:44:46,665 - mmaction - INFO - Epoch [66][320/1879] lr: 8.492e-02, eta: 3 days, 17:18:21, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6199, loss_cls: 2.8243, loss: 2.8243, grad_norm: 2.1900 2021-07-09 00:45:03,884 - mmaction - INFO - Epoch [66][340/1879] lr: 8.492e-02, eta: 3 days, 17:18:01, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6512, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.1624 2021-07-09 00:45:21,011 - mmaction - INFO - Epoch [66][360/1879] lr: 8.492e-02, eta: 3 days, 17:17:40, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6207, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.2133 2021-07-09 00:45:37,973 - mmaction - INFO - Epoch [66][380/1879] lr: 8.492e-02, eta: 3 days, 17:17:20, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6391, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.1844 2021-07-09 00:45:54,973 - mmaction - INFO - Epoch [66][400/1879] lr: 8.492e-02, eta: 3 days, 17:16:59, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6445, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.1626 2021-07-09 00:46:11,971 - mmaction - INFO - Epoch [66][420/1879] lr: 8.492e-02, eta: 3 days, 17:16:38, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6434, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.1713 2021-07-09 00:46:29,033 - mmaction - INFO - Epoch [66][440/1879] lr: 8.492e-02, eta: 3 days, 17:16:18, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6324, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.1649 2021-07-09 00:46:45,955 - mmaction - INFO - Epoch [66][460/1879] lr: 8.492e-02, eta: 3 days, 17:15:57, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6414, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.1553 2021-07-09 00:47:03,144 - mmaction - INFO - Epoch [66][480/1879] lr: 8.492e-02, eta: 3 days, 17:15:37, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6367, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.1592 2021-07-09 00:47:20,224 - mmaction - INFO - Epoch [66][500/1879] lr: 8.492e-02, eta: 3 days, 17:15:16, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6312, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.2125 2021-07-09 00:47:37,218 - mmaction - INFO - Epoch [66][520/1879] lr: 8.492e-02, eta: 3 days, 17:14:56, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6434, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.1555 2021-07-09 00:47:54,263 - mmaction - INFO - Epoch [66][540/1879] lr: 8.492e-02, eta: 3 days, 17:14:35, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6258, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.2087 2021-07-09 00:48:11,401 - mmaction - INFO - Epoch [66][560/1879] lr: 8.492e-02, eta: 3 days, 17:14:15, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6395, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.1898 2021-07-09 00:48:28,542 - mmaction - INFO - Epoch [66][580/1879] lr: 8.492e-02, eta: 3 days, 17:13:55, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6441, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.1742 2021-07-09 00:48:45,498 - mmaction - INFO - Epoch [66][600/1879] lr: 8.492e-02, eta: 3 days, 17:13:34, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6402, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.1387 2021-07-09 00:49:02,574 - mmaction - INFO - Epoch [66][620/1879] lr: 8.492e-02, eta: 3 days, 17:13:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.2107 2021-07-09 00:49:19,370 - mmaction - INFO - Epoch [66][640/1879] lr: 8.492e-02, eta: 3 days, 17:12:52, time: 0.840, data_time: 0.000, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6297, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.2105 2021-07-09 00:49:36,392 - mmaction - INFO - Epoch [66][660/1879] lr: 8.492e-02, eta: 3 days, 17:12:32, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6555, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.2005 2021-07-09 00:49:53,456 - mmaction - INFO - Epoch [66][680/1879] lr: 8.492e-02, eta: 3 days, 17:12:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6246, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.2661 2021-07-09 00:50:10,579 - mmaction - INFO - Epoch [66][700/1879] lr: 8.492e-02, eta: 3 days, 17:11:51, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6371, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.2074 2021-07-09 00:50:27,690 - mmaction - INFO - Epoch [66][720/1879] lr: 8.492e-02, eta: 3 days, 17:11:31, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6465, loss_cls: 2.6929, loss: 2.6929, grad_norm: 2.1508 2021-07-09 00:50:44,838 - mmaction - INFO - Epoch [66][740/1879] lr: 8.492e-02, eta: 3 days, 17:11:10, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6414, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.2659 2021-07-09 00:51:01,893 - mmaction - INFO - Epoch [66][760/1879] lr: 8.492e-02, eta: 3 days, 17:10:50, time: 0.855, data_time: 0.009, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6402, loss_cls: 2.8081, loss: 2.8081, grad_norm: 2.2214 2021-07-09 00:51:18,966 - mmaction - INFO - Epoch [66][780/1879] lr: 8.492e-02, eta: 3 days, 17:10:29, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6340, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.1919 2021-07-09 00:51:36,026 - mmaction - INFO - Epoch [66][800/1879] lr: 8.492e-02, eta: 3 days, 17:10:09, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6410, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.1702 2021-07-09 00:51:53,211 - mmaction - INFO - Epoch [66][820/1879] lr: 8.492e-02, eta: 3 days, 17:09:49, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6250, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.2204 2021-07-09 00:52:10,151 - mmaction - INFO - Epoch [66][840/1879] lr: 8.492e-02, eta: 3 days, 17:09:28, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6254, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.1871 2021-07-09 00:52:27,191 - mmaction - INFO - Epoch [66][860/1879] lr: 8.492e-02, eta: 3 days, 17:09:08, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6344, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.2254 2021-07-09 00:52:44,294 - mmaction - INFO - Epoch [66][880/1879] lr: 8.492e-02, eta: 3 days, 17:08:47, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6496, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.1523 2021-07-09 00:53:01,427 - mmaction - INFO - Epoch [66][900/1879] lr: 8.492e-02, eta: 3 days, 17:08:27, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6453, loss_cls: 2.7257, loss: 2.7257, grad_norm: 2.1504 2021-07-09 00:53:18,548 - mmaction - INFO - Epoch [66][920/1879] lr: 8.492e-02, eta: 3 days, 17:08:07, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6434, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.1943 2021-07-09 00:53:36,183 - mmaction - INFO - Epoch [66][940/1879] lr: 8.492e-02, eta: 3 days, 17:07:48, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6500, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.1475 2021-07-09 00:53:53,170 - mmaction - INFO - Epoch [66][960/1879] lr: 8.492e-02, eta: 3 days, 17:07:27, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6668, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.1844 2021-07-09 00:54:10,155 - mmaction - INFO - Epoch [66][980/1879] lr: 8.492e-02, eta: 3 days, 17:07:07, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6379, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.2202 2021-07-09 00:54:27,121 - mmaction - INFO - Epoch [66][1000/1879] lr: 8.492e-02, eta: 3 days, 17:06:46, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6297, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.2045 2021-07-09 00:54:44,291 - mmaction - INFO - Epoch [66][1020/1879] lr: 8.492e-02, eta: 3 days, 17:06:26, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6262, loss_cls: 2.7793, loss: 2.7793, grad_norm: 2.1870 2021-07-09 00:55:01,390 - mmaction - INFO - Epoch [66][1040/1879] lr: 8.492e-02, eta: 3 days, 17:06:05, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.1850 2021-07-09 00:55:18,552 - mmaction - INFO - Epoch [66][1060/1879] lr: 8.492e-02, eta: 3 days, 17:05:45, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6434, loss_cls: 2.7393, loss: 2.7393, grad_norm: 2.2218 2021-07-09 00:55:35,606 - mmaction - INFO - Epoch [66][1080/1879] lr: 8.492e-02, eta: 3 days, 17:05:25, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6289, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.1450 2021-07-09 00:55:52,685 - mmaction - INFO - Epoch [66][1100/1879] lr: 8.492e-02, eta: 3 days, 17:05:04, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6555, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.1409 2021-07-09 00:56:09,649 - mmaction - INFO - Epoch [66][1120/1879] lr: 8.492e-02, eta: 3 days, 17:04:44, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6234, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.1550 2021-07-09 00:56:26,774 - mmaction - INFO - Epoch [66][1140/1879] lr: 8.492e-02, eta: 3 days, 17:04:23, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6430, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.1155 2021-07-09 00:56:43,631 - mmaction - INFO - Epoch [66][1160/1879] lr: 8.492e-02, eta: 3 days, 17:04:02, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6254, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.1600 2021-07-09 00:57:00,791 - mmaction - INFO - Epoch [66][1180/1879] lr: 8.492e-02, eta: 3 days, 17:03:42, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6387, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.1606 2021-07-09 00:57:17,803 - mmaction - INFO - Epoch [66][1200/1879] lr: 8.492e-02, eta: 3 days, 17:03:22, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6512, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.1845 2021-07-09 00:57:34,916 - mmaction - INFO - Epoch [66][1220/1879] lr: 8.492e-02, eta: 3 days, 17:03:01, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.1699 2021-07-09 00:57:51,840 - mmaction - INFO - Epoch [66][1240/1879] lr: 8.492e-02, eta: 3 days, 17:02:41, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6277, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.1862 2021-07-09 00:58:08,928 - mmaction - INFO - Epoch [66][1260/1879] lr: 8.492e-02, eta: 3 days, 17:02:20, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6352, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.1830 2021-07-09 00:58:25,993 - mmaction - INFO - Epoch [66][1280/1879] lr: 8.492e-02, eta: 3 days, 17:02:00, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6344, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.1745 2021-07-09 00:58:43,023 - mmaction - INFO - Epoch [66][1300/1879] lr: 8.492e-02, eta: 3 days, 17:01:39, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6473, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.1526 2021-07-09 00:59:00,141 - mmaction - INFO - Epoch [66][1320/1879] lr: 8.492e-02, eta: 3 days, 17:01:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6438, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.1559 2021-07-09 00:59:17,281 - mmaction - INFO - Epoch [66][1340/1879] lr: 8.492e-02, eta: 3 days, 17:00:59, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6238, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.1998 2021-07-09 00:59:34,521 - mmaction - INFO - Epoch [66][1360/1879] lr: 8.492e-02, eta: 3 days, 17:00:39, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6148, loss_cls: 2.8621, loss: 2.8621, grad_norm: 2.2539 2021-07-09 00:59:51,534 - mmaction - INFO - Epoch [66][1380/1879] lr: 8.492e-02, eta: 3 days, 17:00:18, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6367, loss_cls: 2.7778, loss: 2.7778, grad_norm: 2.2081 2021-07-09 01:00:08,687 - mmaction - INFO - Epoch [66][1400/1879] lr: 8.492e-02, eta: 3 days, 16:59:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6277, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.1613 2021-07-09 01:00:25,778 - mmaction - INFO - Epoch [66][1420/1879] lr: 8.492e-02, eta: 3 days, 16:59:38, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6238, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.1994 2021-07-09 01:00:42,821 - mmaction - INFO - Epoch [66][1440/1879] lr: 8.492e-02, eta: 3 days, 16:59:17, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6492, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.1524 2021-07-09 01:00:59,824 - mmaction - INFO - Epoch [66][1460/1879] lr: 8.492e-02, eta: 3 days, 16:58:57, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6457, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.1407 2021-07-09 01:01:16,951 - mmaction - INFO - Epoch [66][1480/1879] lr: 8.492e-02, eta: 3 days, 16:58:37, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6426, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.1737 2021-07-09 01:01:33,986 - mmaction - INFO - Epoch [66][1500/1879] lr: 8.492e-02, eta: 3 days, 16:58:16, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.1769 2021-07-09 01:01:51,013 - mmaction - INFO - Epoch [66][1520/1879] lr: 8.492e-02, eta: 3 days, 16:57:55, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.1342 2021-07-09 01:02:08,042 - mmaction - INFO - Epoch [66][1540/1879] lr: 8.492e-02, eta: 3 days, 16:57:35, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6359, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.2020 2021-07-09 01:02:25,265 - mmaction - INFO - Epoch [66][1560/1879] lr: 8.492e-02, eta: 3 days, 16:57:15, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6203, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.1964 2021-07-09 01:02:42,347 - mmaction - INFO - Epoch [66][1580/1879] lr: 8.492e-02, eta: 3 days, 16:56:55, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6348, loss_cls: 2.7548, loss: 2.7548, grad_norm: 2.1975 2021-07-09 01:02:59,493 - mmaction - INFO - Epoch [66][1600/1879] lr: 8.492e-02, eta: 3 days, 16:56:34, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6207, loss_cls: 2.8123, loss: 2.8123, grad_norm: 2.1860 2021-07-09 01:03:16,578 - mmaction - INFO - Epoch [66][1620/1879] lr: 8.492e-02, eta: 3 days, 16:56:14, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6309, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.1754 2021-07-09 01:03:33,597 - mmaction - INFO - Epoch [66][1640/1879] lr: 8.492e-02, eta: 3 days, 16:55:54, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6387, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.2424 2021-07-09 01:03:50,669 - mmaction - INFO - Epoch [66][1660/1879] lr: 8.492e-02, eta: 3 days, 16:55:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.1876 2021-07-09 01:04:07,861 - mmaction - INFO - Epoch [66][1680/1879] lr: 8.492e-02, eta: 3 days, 16:55:13, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6414, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.1863 2021-07-09 01:04:25,012 - mmaction - INFO - Epoch [66][1700/1879] lr: 8.492e-02, eta: 3 days, 16:54:53, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6258, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.1856 2021-07-09 01:04:42,089 - mmaction - INFO - Epoch [66][1720/1879] lr: 8.492e-02, eta: 3 days, 16:54:33, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6434, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.1774 2021-07-09 01:04:59,101 - mmaction - INFO - Epoch [66][1740/1879] lr: 8.492e-02, eta: 3 days, 16:54:12, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6512, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.1562 2021-07-09 01:05:16,265 - mmaction - INFO - Epoch [66][1760/1879] lr: 8.492e-02, eta: 3 days, 16:53:52, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6379, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.2280 2021-07-09 01:05:33,218 - mmaction - INFO - Epoch [66][1780/1879] lr: 8.492e-02, eta: 3 days, 16:53:31, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6371, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.2346 2021-07-09 01:05:50,364 - mmaction - INFO - Epoch [66][1800/1879] lr: 8.492e-02, eta: 3 days, 16:53:11, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6246, loss_cls: 2.8478, loss: 2.8478, grad_norm: 2.2082 2021-07-09 01:06:07,493 - mmaction - INFO - Epoch [66][1820/1879] lr: 8.492e-02, eta: 3 days, 16:52:51, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6375, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.2139 2021-07-09 01:06:24,428 - mmaction - INFO - Epoch [66][1840/1879] lr: 8.492e-02, eta: 3 days, 16:52:30, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6348, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.2097 2021-07-09 01:06:41,565 - mmaction - INFO - Epoch [66][1860/1879] lr: 8.492e-02, eta: 3 days, 16:52:10, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6336, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.2044 2021-07-09 01:07:07,769 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 01:07:07,780 - mmaction - INFO - 106 BN found 2021-07-09 01:11:33,696 - mmaction - INFO - BN stats updated 2021-07-09 01:13:56,529 - mmaction - INFO - Epoch [67][20/1879] lr: 8.448e-02, eta: 3 days, 16:56:40, time: 7.038, data_time: 6.045, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6273, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.2330 2021-07-09 01:14:13,093 - mmaction - INFO - Epoch [67][40/1879] lr: 8.448e-02, eta: 3 days, 16:56:18, time: 0.829, data_time: 0.008, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6367, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.1761 2021-07-09 01:14:29,634 - mmaction - INFO - Epoch [67][60/1879] lr: 8.448e-02, eta: 3 days, 16:55:56, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6480, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.1884 2021-07-09 01:14:46,146 - mmaction - INFO - Epoch [67][80/1879] lr: 8.448e-02, eta: 3 days, 16:55:34, time: 0.824, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6590, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.1679 2021-07-09 01:15:02,868 - mmaction - INFO - Epoch [67][100/1879] lr: 8.448e-02, eta: 3 days, 16:55:12, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6410, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.1535 2021-07-09 01:15:19,524 - mmaction - INFO - Epoch [67][120/1879] lr: 8.448e-02, eta: 3 days, 16:54:51, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6438, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.2472 2021-07-09 01:15:36,060 - mmaction - INFO - Epoch [67][140/1879] lr: 8.448e-02, eta: 3 days, 16:54:29, time: 0.827, data_time: 0.006, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6379, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.2005 2021-07-09 01:15:53,013 - mmaction - INFO - Epoch [67][160/1879] lr: 8.448e-02, eta: 3 days, 16:54:08, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6441, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.2120 2021-07-09 01:16:09,775 - mmaction - INFO - Epoch [67][180/1879] lr: 8.448e-02, eta: 3 days, 16:53:47, time: 0.836, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6387, loss_cls: 2.7363, loss: 2.7363, grad_norm: 2.2221 2021-07-09 01:16:26,748 - mmaction - INFO - Epoch [67][200/1879] lr: 8.448e-02, eta: 3 days, 16:53:26, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6410, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.2451 2021-07-09 01:16:43,796 - mmaction - INFO - Epoch [67][220/1879] lr: 8.448e-02, eta: 3 days, 16:53:05, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6316, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.2057 2021-07-09 01:17:00,760 - mmaction - INFO - Epoch [67][240/1879] lr: 8.448e-02, eta: 3 days, 16:52:45, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.1261 2021-07-09 01:17:17,870 - mmaction - INFO - Epoch [67][260/1879] lr: 8.448e-02, eta: 3 days, 16:52:24, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6465, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.2169 2021-07-09 01:17:34,920 - mmaction - INFO - Epoch [67][280/1879] lr: 8.448e-02, eta: 3 days, 16:52:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6363, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.2251 2021-07-09 01:17:51,885 - mmaction - INFO - Epoch [67][300/1879] lr: 8.448e-02, eta: 3 days, 16:51:43, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6379, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.1741 2021-07-09 01:18:08,801 - mmaction - INFO - Epoch [67][320/1879] lr: 8.448e-02, eta: 3 days, 16:51:22, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6285, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.2214 2021-07-09 01:18:25,869 - mmaction - INFO - Epoch [67][340/1879] lr: 8.448e-02, eta: 3 days, 16:51:02, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6414, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.1999 2021-07-09 01:18:42,799 - mmaction - INFO - Epoch [67][360/1879] lr: 8.448e-02, eta: 3 days, 16:50:41, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6438, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.1949 2021-07-09 01:18:59,779 - mmaction - INFO - Epoch [67][380/1879] lr: 8.448e-02, eta: 3 days, 16:50:20, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6285, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.1517 2021-07-09 01:19:16,724 - mmaction - INFO - Epoch [67][400/1879] lr: 8.448e-02, eta: 3 days, 16:50:00, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6301, loss_cls: 2.7994, loss: 2.7994, grad_norm: 2.1576 2021-07-09 01:19:33,797 - mmaction - INFO - Epoch [67][420/1879] lr: 8.448e-02, eta: 3 days, 16:49:39, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6562, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.1959 2021-07-09 01:19:50,754 - mmaction - INFO - Epoch [67][440/1879] lr: 8.448e-02, eta: 3 days, 16:49:19, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6371, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.2073 2021-07-09 01:20:07,861 - mmaction - INFO - Epoch [67][460/1879] lr: 8.448e-02, eta: 3 days, 16:48:58, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6652, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.1392 2021-07-09 01:20:25,029 - mmaction - INFO - Epoch [67][480/1879] lr: 8.448e-02, eta: 3 days, 16:48:38, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6387, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.2112 2021-07-09 01:20:42,167 - mmaction - INFO - Epoch [67][500/1879] lr: 8.448e-02, eta: 3 days, 16:48:18, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6352, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.2306 2021-07-09 01:20:58,959 - mmaction - INFO - Epoch [67][520/1879] lr: 8.448e-02, eta: 3 days, 16:47:57, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6391, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.1974 2021-07-09 01:21:16,024 - mmaction - INFO - Epoch [67][540/1879] lr: 8.448e-02, eta: 3 days, 16:47:36, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6379, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.2117 2021-07-09 01:21:33,072 - mmaction - INFO - Epoch [67][560/1879] lr: 8.448e-02, eta: 3 days, 16:47:16, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6500, loss_cls: 2.7409, loss: 2.7409, grad_norm: 2.1760 2021-07-09 01:21:50,056 - mmaction - INFO - Epoch [67][580/1879] lr: 8.448e-02, eta: 3 days, 16:46:55, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6473, loss_cls: 2.7437, loss: 2.7437, grad_norm: 2.2049 2021-07-09 01:22:06,866 - mmaction - INFO - Epoch [67][600/1879] lr: 8.448e-02, eta: 3 days, 16:46:34, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6293, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.2145 2021-07-09 01:22:23,791 - mmaction - INFO - Epoch [67][620/1879] lr: 8.448e-02, eta: 3 days, 16:46:13, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6414, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.1905 2021-07-09 01:22:40,735 - mmaction - INFO - Epoch [67][640/1879] lr: 8.448e-02, eta: 3 days, 16:45:52, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6602, loss_cls: 2.7050, loss: 2.7050, grad_norm: 2.2269 2021-07-09 01:22:57,497 - mmaction - INFO - Epoch [67][660/1879] lr: 8.448e-02, eta: 3 days, 16:45:31, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6434, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.1795 2021-07-09 01:23:14,473 - mmaction - INFO - Epoch [67][680/1879] lr: 8.448e-02, eta: 3 days, 16:45:10, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6586, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.2089 2021-07-09 01:23:31,464 - mmaction - INFO - Epoch [67][700/1879] lr: 8.448e-02, eta: 3 days, 16:44:50, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6352, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.1814 2021-07-09 01:23:48,577 - mmaction - INFO - Epoch [67][720/1879] lr: 8.448e-02, eta: 3 days, 16:44:30, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6375, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.1909 2021-07-09 01:24:05,751 - mmaction - INFO - Epoch [67][740/1879] lr: 8.448e-02, eta: 3 days, 16:44:09, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.1846 2021-07-09 01:24:22,649 - mmaction - INFO - Epoch [67][760/1879] lr: 8.448e-02, eta: 3 days, 16:43:49, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6445, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.2330 2021-07-09 01:24:39,678 - mmaction - INFO - Epoch [67][780/1879] lr: 8.448e-02, eta: 3 days, 16:43:28, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6305, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.2025 2021-07-09 01:24:56,600 - mmaction - INFO - Epoch [67][800/1879] lr: 8.448e-02, eta: 3 days, 16:43:07, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6176, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.2099 2021-07-09 01:25:13,631 - mmaction - INFO - Epoch [67][820/1879] lr: 8.448e-02, eta: 3 days, 16:42:47, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6465, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.2011 2021-07-09 01:25:30,503 - mmaction - INFO - Epoch [67][840/1879] lr: 8.448e-02, eta: 3 days, 16:42:26, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.7271, loss: 2.7271, grad_norm: 2.2016 2021-07-09 01:25:47,412 - mmaction - INFO - Epoch [67][860/1879] lr: 8.448e-02, eta: 3 days, 16:42:05, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6379, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.2346 2021-07-09 01:26:04,517 - mmaction - INFO - Epoch [67][880/1879] lr: 8.448e-02, eta: 3 days, 16:41:45, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6434, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.1952 2021-07-09 01:26:21,367 - mmaction - INFO - Epoch [67][900/1879] lr: 8.448e-02, eta: 3 days, 16:41:24, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6352, loss_cls: 2.7892, loss: 2.7892, grad_norm: 2.1597 2021-07-09 01:26:38,117 - mmaction - INFO - Epoch [67][920/1879] lr: 8.448e-02, eta: 3 days, 16:41:02, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6418, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.1543 2021-07-09 01:26:55,311 - mmaction - INFO - Epoch [67][940/1879] lr: 8.448e-02, eta: 3 days, 16:40:42, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6207, loss_cls: 2.8003, loss: 2.8003, grad_norm: 2.1794 2021-07-09 01:27:12,176 - mmaction - INFO - Epoch [67][960/1879] lr: 8.448e-02, eta: 3 days, 16:40:21, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6461, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.1797 2021-07-09 01:27:29,338 - mmaction - INFO - Epoch [67][980/1879] lr: 8.448e-02, eta: 3 days, 16:40:01, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6363, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.1942 2021-07-09 01:27:46,435 - mmaction - INFO - Epoch [67][1000/1879] lr: 8.448e-02, eta: 3 days, 16:39:41, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6562, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.2025 2021-07-09 01:28:03,484 - mmaction - INFO - Epoch [67][1020/1879] lr: 8.448e-02, eta: 3 days, 16:39:20, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6434, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.1503 2021-07-09 01:28:20,449 - mmaction - INFO - Epoch [67][1040/1879] lr: 8.448e-02, eta: 3 days, 16:39:00, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6395, loss_cls: 2.7567, loss: 2.7567, grad_norm: 2.1707 2021-07-09 01:28:37,546 - mmaction - INFO - Epoch [67][1060/1879] lr: 8.448e-02, eta: 3 days, 16:38:39, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6480, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.1780 2021-07-09 01:28:54,680 - mmaction - INFO - Epoch [67][1080/1879] lr: 8.448e-02, eta: 3 days, 16:38:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6277, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.1661 2021-07-09 01:29:11,657 - mmaction - INFO - Epoch [67][1100/1879] lr: 8.448e-02, eta: 3 days, 16:37:59, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6273, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.1744 2021-07-09 01:29:28,553 - mmaction - INFO - Epoch [67][1120/1879] lr: 8.448e-02, eta: 3 days, 16:37:38, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6383, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.2257 2021-07-09 01:29:45,373 - mmaction - INFO - Epoch [67][1140/1879] lr: 8.448e-02, eta: 3 days, 16:37:17, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6406, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.2403 2021-07-09 01:30:02,593 - mmaction - INFO - Epoch [67][1160/1879] lr: 8.448e-02, eta: 3 days, 16:36:57, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6297, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.1829 2021-07-09 01:30:19,620 - mmaction - INFO - Epoch [67][1180/1879] lr: 8.448e-02, eta: 3 days, 16:36:36, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6473, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.2120 2021-07-09 01:30:36,767 - mmaction - INFO - Epoch [67][1200/1879] lr: 8.448e-02, eta: 3 days, 16:36:16, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6301, loss_cls: 2.8021, loss: 2.8021, grad_norm: 2.2706 2021-07-09 01:30:53,597 - mmaction - INFO - Epoch [67][1220/1879] lr: 8.448e-02, eta: 3 days, 16:35:55, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6230, loss_cls: 2.8322, loss: 2.8322, grad_norm: 2.2091 2021-07-09 01:31:10,716 - mmaction - INFO - Epoch [67][1240/1879] lr: 8.448e-02, eta: 3 days, 16:35:35, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6555, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.1938 2021-07-09 01:31:27,706 - mmaction - INFO - Epoch [67][1260/1879] lr: 8.448e-02, eta: 3 days, 16:35:14, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6477, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.2243 2021-07-09 01:31:44,804 - mmaction - INFO - Epoch [67][1280/1879] lr: 8.448e-02, eta: 3 days, 16:34:54, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.2194 2021-07-09 01:32:01,786 - mmaction - INFO - Epoch [67][1300/1879] lr: 8.448e-02, eta: 3 days, 16:34:33, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6152, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.2213 2021-07-09 01:32:18,942 - mmaction - INFO - Epoch [67][1320/1879] lr: 8.448e-02, eta: 3 days, 16:34:13, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6340, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.1620 2021-07-09 01:32:36,022 - mmaction - INFO - Epoch [67][1340/1879] lr: 8.448e-02, eta: 3 days, 16:33:53, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6387, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.1723 2021-07-09 01:32:53,293 - mmaction - INFO - Epoch [67][1360/1879] lr: 8.448e-02, eta: 3 days, 16:33:33, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6242, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.2162 2021-07-09 01:33:10,354 - mmaction - INFO - Epoch [67][1380/1879] lr: 8.448e-02, eta: 3 days, 16:33:13, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6297, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.1511 2021-07-09 01:33:27,455 - mmaction - INFO - Epoch [67][1400/1879] lr: 8.448e-02, eta: 3 days, 16:32:52, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6262, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.1644 2021-07-09 01:33:44,483 - mmaction - INFO - Epoch [67][1420/1879] lr: 8.448e-02, eta: 3 days, 16:32:32, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6328, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.1535 2021-07-09 01:34:01,530 - mmaction - INFO - Epoch [67][1440/1879] lr: 8.448e-02, eta: 3 days, 16:32:11, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6320, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.1989 2021-07-09 01:34:18,645 - mmaction - INFO - Epoch [67][1460/1879] lr: 8.448e-02, eta: 3 days, 16:31:51, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6145, loss_cls: 2.9027, loss: 2.9027, grad_norm: 2.2685 2021-07-09 01:34:35,702 - mmaction - INFO - Epoch [67][1480/1879] lr: 8.448e-02, eta: 3 days, 16:31:31, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6449, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.1939 2021-07-09 01:34:52,593 - mmaction - INFO - Epoch [67][1500/1879] lr: 8.448e-02, eta: 3 days, 16:31:10, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6465, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.1886 2021-07-09 01:35:09,830 - mmaction - INFO - Epoch [67][1520/1879] lr: 8.448e-02, eta: 3 days, 16:30:50, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6293, loss_cls: 2.7824, loss: 2.7824, grad_norm: 2.2210 2021-07-09 01:35:26,905 - mmaction - INFO - Epoch [67][1540/1879] lr: 8.448e-02, eta: 3 days, 16:30:30, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.2579 2021-07-09 01:35:44,053 - mmaction - INFO - Epoch [67][1560/1879] lr: 8.448e-02, eta: 3 days, 16:30:10, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6230, loss_cls: 2.8249, loss: 2.8249, grad_norm: 2.2050 2021-07-09 01:36:01,145 - mmaction - INFO - Epoch [67][1580/1879] lr: 8.448e-02, eta: 3 days, 16:29:49, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6453, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.1805 2021-07-09 01:36:18,290 - mmaction - INFO - Epoch [67][1600/1879] lr: 8.448e-02, eta: 3 days, 16:29:29, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6301, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.1887 2021-07-09 01:36:35,260 - mmaction - INFO - Epoch [67][1620/1879] lr: 8.448e-02, eta: 3 days, 16:29:08, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6418, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.1596 2021-07-09 01:36:52,264 - mmaction - INFO - Epoch [67][1640/1879] lr: 8.448e-02, eta: 3 days, 16:28:48, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6559, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.1944 2021-07-09 01:37:09,454 - mmaction - INFO - Epoch [67][1660/1879] lr: 8.448e-02, eta: 3 days, 16:28:28, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6371, loss_cls: 2.7556, loss: 2.7556, grad_norm: 2.1666 2021-07-09 01:37:26,582 - mmaction - INFO - Epoch [67][1680/1879] lr: 8.448e-02, eta: 3 days, 16:28:08, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.1903 2021-07-09 01:37:43,590 - mmaction - INFO - Epoch [67][1700/1879] lr: 8.448e-02, eta: 3 days, 16:27:47, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6336, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.1913 2021-07-09 01:38:00,839 - mmaction - INFO - Epoch [67][1720/1879] lr: 8.448e-02, eta: 3 days, 16:27:27, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6477, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.2112 2021-07-09 01:38:17,806 - mmaction - INFO - Epoch [67][1740/1879] lr: 8.448e-02, eta: 3 days, 16:27:07, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6402, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.2339 2021-07-09 01:38:34,701 - mmaction - INFO - Epoch [67][1760/1879] lr: 8.448e-02, eta: 3 days, 16:26:46, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6371, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.2404 2021-07-09 01:38:51,867 - mmaction - INFO - Epoch [67][1780/1879] lr: 8.448e-02, eta: 3 days, 16:26:26, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6152, loss_cls: 2.8743, loss: 2.8743, grad_norm: 2.2480 2021-07-09 01:39:09,000 - mmaction - INFO - Epoch [67][1800/1879] lr: 8.448e-02, eta: 3 days, 16:26:06, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6188, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.1710 2021-07-09 01:39:25,876 - mmaction - INFO - Epoch [67][1820/1879] lr: 8.448e-02, eta: 3 days, 16:25:45, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6508, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.1580 2021-07-09 01:39:42,937 - mmaction - INFO - Epoch [67][1840/1879] lr: 8.448e-02, eta: 3 days, 16:25:24, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7144, loss: 2.7144, grad_norm: 2.1682 2021-07-09 01:40:00,107 - mmaction - INFO - Epoch [67][1860/1879] lr: 8.448e-02, eta: 3 days, 16:25:04, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6414, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.2230 2021-07-09 01:40:29,028 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 01:40:29,032 - mmaction - INFO - 106 BN found 2021-07-09 01:44:54,873 - mmaction - INFO - BN stats updated 2021-07-09 01:46:37,844 - mmaction - INFO - Epoch [68][20/1879] lr: 8.403e-02, eta: 3 days, 16:27:35, time: 5.045, data_time: 4.190, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6289, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.1743 2021-07-09 01:46:54,445 - mmaction - INFO - Epoch [68][40/1879] lr: 8.403e-02, eta: 3 days, 16:27:14, time: 0.830, data_time: 0.007, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6469, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.2509 2021-07-09 01:47:10,882 - mmaction - INFO - Epoch [68][60/1879] lr: 8.403e-02, eta: 3 days, 16:26:52, time: 0.823, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6445, loss_cls: 2.7540, loss: 2.7540, grad_norm: 2.1906 2021-07-09 01:47:27,483 - mmaction - INFO - Epoch [68][80/1879] lr: 8.403e-02, eta: 3 days, 16:26:30, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6586, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.1667 2021-07-09 01:47:44,209 - mmaction - INFO - Epoch [68][100/1879] lr: 8.403e-02, eta: 3 days, 16:26:09, time: 0.838, data_time: 0.007, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6539, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.2015 2021-07-09 01:48:00,904 - mmaction - INFO - Epoch [68][120/1879] lr: 8.403e-02, eta: 3 days, 16:25:47, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6359, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.2291 2021-07-09 01:48:17,612 - mmaction - INFO - Epoch [68][140/1879] lr: 8.403e-02, eta: 3 days, 16:25:26, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6473, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.1625 2021-07-09 01:48:34,239 - mmaction - INFO - Epoch [68][160/1879] lr: 8.403e-02, eta: 3 days, 16:25:04, time: 0.831, data_time: 0.001, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6367, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.1614 2021-07-09 01:48:51,148 - mmaction - INFO - Epoch [68][180/1879] lr: 8.403e-02, eta: 3 days, 16:24:43, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.2076 2021-07-09 01:49:07,938 - mmaction - INFO - Epoch [68][200/1879] lr: 8.403e-02, eta: 3 days, 16:24:22, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.2459 2021-07-09 01:49:24,922 - mmaction - INFO - Epoch [68][220/1879] lr: 8.403e-02, eta: 3 days, 16:24:02, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6352, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.2350 2021-07-09 01:49:41,933 - mmaction - INFO - Epoch [68][240/1879] lr: 8.403e-02, eta: 3 days, 16:23:41, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6277, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.1797 2021-07-09 01:49:58,974 - mmaction - INFO - Epoch [68][260/1879] lr: 8.403e-02, eta: 3 days, 16:23:20, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6379, loss_cls: 2.7686, loss: 2.7686, grad_norm: 2.2071 2021-07-09 01:50:15,976 - mmaction - INFO - Epoch [68][280/1879] lr: 8.403e-02, eta: 3 days, 16:23:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.1957 2021-07-09 01:50:33,094 - mmaction - INFO - Epoch [68][300/1879] lr: 8.403e-02, eta: 3 days, 16:22:40, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.2184 2021-07-09 01:50:50,109 - mmaction - INFO - Epoch [68][320/1879] lr: 8.403e-02, eta: 3 days, 16:22:19, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6352, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.1962 2021-07-09 01:51:07,123 - mmaction - INFO - Epoch [68][340/1879] lr: 8.403e-02, eta: 3 days, 16:21:59, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6477, loss_cls: 2.7152, loss: 2.7152, grad_norm: 2.2105 2021-07-09 01:51:24,177 - mmaction - INFO - Epoch [68][360/1879] lr: 8.403e-02, eta: 3 days, 16:21:38, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6648, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.1761 2021-07-09 01:51:41,327 - mmaction - INFO - Epoch [68][380/1879] lr: 8.403e-02, eta: 3 days, 16:21:18, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6320, loss_cls: 2.7646, loss: 2.7646, grad_norm: 2.2612 2021-07-09 01:51:58,532 - mmaction - INFO - Epoch [68][400/1879] lr: 8.403e-02, eta: 3 days, 16:20:58, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6434, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.1954 2021-07-09 01:52:15,586 - mmaction - INFO - Epoch [68][420/1879] lr: 8.403e-02, eta: 3 days, 16:20:38, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6488, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.1912 2021-07-09 01:52:32,279 - mmaction - INFO - Epoch [68][440/1879] lr: 8.403e-02, eta: 3 days, 16:20:16, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6434, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.1868 2021-07-09 01:52:49,288 - mmaction - INFO - Epoch [68][460/1879] lr: 8.403e-02, eta: 3 days, 16:19:56, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6570, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.1987 2021-07-09 01:53:06,282 - mmaction - INFO - Epoch [68][480/1879] lr: 8.403e-02, eta: 3 days, 16:19:35, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6414, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.2103 2021-07-09 01:53:23,250 - mmaction - INFO - Epoch [68][500/1879] lr: 8.403e-02, eta: 3 days, 16:19:15, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6473, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.2338 2021-07-09 01:53:40,300 - mmaction - INFO - Epoch [68][520/1879] lr: 8.403e-02, eta: 3 days, 16:18:54, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6391, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.2436 2021-07-09 01:53:57,519 - mmaction - INFO - Epoch [68][540/1879] lr: 8.403e-02, eta: 3 days, 16:18:34, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6359, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.2256 2021-07-09 01:54:14,501 - mmaction - INFO - Epoch [68][560/1879] lr: 8.403e-02, eta: 3 days, 16:18:14, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6395, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.2182 2021-07-09 01:54:31,757 - mmaction - INFO - Epoch [68][580/1879] lr: 8.403e-02, eta: 3 days, 16:17:54, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6344, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.1855 2021-07-09 01:54:48,648 - mmaction - INFO - Epoch [68][600/1879] lr: 8.403e-02, eta: 3 days, 16:17:33, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6297, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.2251 2021-07-09 01:55:05,654 - mmaction - INFO - Epoch [68][620/1879] lr: 8.403e-02, eta: 3 days, 16:17:13, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6555, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.2239 2021-07-09 01:55:22,708 - mmaction - INFO - Epoch [68][640/1879] lr: 8.403e-02, eta: 3 days, 16:16:52, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6129, loss_cls: 2.8094, loss: 2.8094, grad_norm: 2.1808 2021-07-09 01:55:39,952 - mmaction - INFO - Epoch [68][660/1879] lr: 8.403e-02, eta: 3 days, 16:16:32, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6336, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.1683 2021-07-09 01:55:57,225 - mmaction - INFO - Epoch [68][680/1879] lr: 8.403e-02, eta: 3 days, 16:16:13, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6523, loss_cls: 2.7556, loss: 2.7556, grad_norm: 2.1692 2021-07-09 01:56:14,274 - mmaction - INFO - Epoch [68][700/1879] lr: 8.403e-02, eta: 3 days, 16:15:52, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6551, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.1975 2021-07-09 01:56:31,361 - mmaction - INFO - Epoch [68][720/1879] lr: 8.403e-02, eta: 3 days, 16:15:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6434, loss_cls: 2.7567, loss: 2.7567, grad_norm: 2.1866 2021-07-09 01:56:48,518 - mmaction - INFO - Epoch [68][740/1879] lr: 8.403e-02, eta: 3 days, 16:15:12, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6461, loss_cls: 2.7233, loss: 2.7233, grad_norm: 2.2236 2021-07-09 01:57:05,545 - mmaction - INFO - Epoch [68][760/1879] lr: 8.403e-02, eta: 3 days, 16:14:51, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6340, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.2130 2021-07-09 01:57:22,581 - mmaction - INFO - Epoch [68][780/1879] lr: 8.403e-02, eta: 3 days, 16:14:31, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6301, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.1893 2021-07-09 01:57:39,572 - mmaction - INFO - Epoch [68][800/1879] lr: 8.403e-02, eta: 3 days, 16:14:10, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6410, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.2476 2021-07-09 01:57:56,581 - mmaction - INFO - Epoch [68][820/1879] lr: 8.403e-02, eta: 3 days, 16:13:50, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6363, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.1899 2021-07-09 01:58:13,870 - mmaction - INFO - Epoch [68][840/1879] lr: 8.403e-02, eta: 3 days, 16:13:30, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6293, loss_cls: 2.8093, loss: 2.8093, grad_norm: 2.1692 2021-07-09 01:58:30,878 - mmaction - INFO - Epoch [68][860/1879] lr: 8.403e-02, eta: 3 days, 16:13:10, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.1813 2021-07-09 01:58:48,147 - mmaction - INFO - Epoch [68][880/1879] lr: 8.403e-02, eta: 3 days, 16:12:50, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6391, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.2043 2021-07-09 01:59:05,285 - mmaction - INFO - Epoch [68][900/1879] lr: 8.403e-02, eta: 3 days, 16:12:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6324, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.2089 2021-07-09 01:59:22,451 - mmaction - INFO - Epoch [68][920/1879] lr: 8.403e-02, eta: 3 days, 16:12:10, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6230, loss_cls: 2.8273, loss: 2.8273, grad_norm: 2.2145 2021-07-09 01:59:39,694 - mmaction - INFO - Epoch [68][940/1879] lr: 8.403e-02, eta: 3 days, 16:11:50, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.1706 2021-07-09 01:59:56,926 - mmaction - INFO - Epoch [68][960/1879] lr: 8.403e-02, eta: 3 days, 16:11:30, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6371, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.1757 2021-07-09 02:00:14,134 - mmaction - INFO - Epoch [68][980/1879] lr: 8.403e-02, eta: 3 days, 16:11:10, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6219, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.1491 2021-07-09 02:00:31,191 - mmaction - INFO - Epoch [68][1000/1879] lr: 8.403e-02, eta: 3 days, 16:10:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6344, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.2115 2021-07-09 02:00:48,346 - mmaction - INFO - Epoch [68][1020/1879] lr: 8.403e-02, eta: 3 days, 16:10:30, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6469, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.2082 2021-07-09 02:01:05,280 - mmaction - INFO - Epoch [68][1040/1879] lr: 8.403e-02, eta: 3 days, 16:10:09, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6480, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.2234 2021-07-09 02:01:22,265 - mmaction - INFO - Epoch [68][1060/1879] lr: 8.403e-02, eta: 3 days, 16:09:48, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6391, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.1815 2021-07-09 02:01:39,394 - mmaction - INFO - Epoch [68][1080/1879] lr: 8.403e-02, eta: 3 days, 16:09:28, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6457, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.1734 2021-07-09 02:01:56,500 - mmaction - INFO - Epoch [68][1100/1879] lr: 8.403e-02, eta: 3 days, 16:09:08, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.2269 2021-07-09 02:02:13,680 - mmaction - INFO - Epoch [68][1120/1879] lr: 8.403e-02, eta: 3 days, 16:08:48, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6488, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.1916 2021-07-09 02:02:30,623 - mmaction - INFO - Epoch [68][1140/1879] lr: 8.403e-02, eta: 3 days, 16:08:27, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6250, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.1970 2021-07-09 02:02:47,741 - mmaction - INFO - Epoch [68][1160/1879] lr: 8.403e-02, eta: 3 days, 16:08:07, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6395, loss_cls: 2.7436, loss: 2.7436, grad_norm: 2.1499 2021-07-09 02:03:04,904 - mmaction - INFO - Epoch [68][1180/1879] lr: 8.403e-02, eta: 3 days, 16:07:47, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6039, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.2080 2021-07-09 02:03:21,959 - mmaction - INFO - Epoch [68][1200/1879] lr: 8.403e-02, eta: 3 days, 16:07:27, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.1429 2021-07-09 02:03:39,243 - mmaction - INFO - Epoch [68][1220/1879] lr: 8.403e-02, eta: 3 days, 16:07:07, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6488, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.1955 2021-07-09 02:03:56,488 - mmaction - INFO - Epoch [68][1240/1879] lr: 8.403e-02, eta: 3 days, 16:06:47, time: 0.864, data_time: 0.007, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6391, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.2186 2021-07-09 02:04:13,717 - mmaction - INFO - Epoch [68][1260/1879] lr: 8.403e-02, eta: 3 days, 16:06:27, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6340, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.1509 2021-07-09 02:04:30,847 - mmaction - INFO - Epoch [68][1280/1879] lr: 8.403e-02, eta: 3 days, 16:06:07, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6309, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.2187 2021-07-09 02:04:48,183 - mmaction - INFO - Epoch [68][1300/1879] lr: 8.403e-02, eta: 3 days, 16:05:47, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.1984 2021-07-09 02:05:05,369 - mmaction - INFO - Epoch [68][1320/1879] lr: 8.403e-02, eta: 3 days, 16:05:27, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.2052 2021-07-09 02:05:22,605 - mmaction - INFO - Epoch [68][1340/1879] lr: 8.403e-02, eta: 3 days, 16:05:08, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.1799 2021-07-09 02:05:39,678 - mmaction - INFO - Epoch [68][1360/1879] lr: 8.403e-02, eta: 3 days, 16:04:47, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6320, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.1706 2021-07-09 02:05:56,844 - mmaction - INFO - Epoch [68][1380/1879] lr: 8.403e-02, eta: 3 days, 16:04:27, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6590, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.1430 2021-07-09 02:06:13,989 - mmaction - INFO - Epoch [68][1400/1879] lr: 8.403e-02, eta: 3 days, 16:04:07, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6426, loss_cls: 2.7361, loss: 2.7361, grad_norm: 2.2053 2021-07-09 02:06:31,186 - mmaction - INFO - Epoch [68][1420/1879] lr: 8.403e-02, eta: 3 days, 16:03:47, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6379, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.2114 2021-07-09 02:06:48,323 - mmaction - INFO - Epoch [68][1440/1879] lr: 8.403e-02, eta: 3 days, 16:03:27, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6266, loss_cls: 2.7880, loss: 2.7880, grad_norm: 2.1420 2021-07-09 02:07:05,556 - mmaction - INFO - Epoch [68][1460/1879] lr: 8.403e-02, eta: 3 days, 16:03:07, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6395, loss_cls: 2.7493, loss: 2.7493, grad_norm: 2.1793 2021-07-09 02:07:22,790 - mmaction - INFO - Epoch [68][1480/1879] lr: 8.403e-02, eta: 3 days, 16:02:47, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6410, loss_cls: 2.7152, loss: 2.7152, grad_norm: 2.1714 2021-07-09 02:07:39,922 - mmaction - INFO - Epoch [68][1500/1879] lr: 8.403e-02, eta: 3 days, 16:02:27, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6531, loss_cls: 2.6802, loss: 2.6802, grad_norm: 2.1648 2021-07-09 02:07:57,172 - mmaction - INFO - Epoch [68][1520/1879] lr: 8.403e-02, eta: 3 days, 16:02:07, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6426, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.1805 2021-07-09 02:08:14,375 - mmaction - INFO - Epoch [68][1540/1879] lr: 8.403e-02, eta: 3 days, 16:01:48, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6223, loss_cls: 2.8161, loss: 2.8161, grad_norm: 2.1832 2021-07-09 02:08:31,449 - mmaction - INFO - Epoch [68][1560/1879] lr: 8.403e-02, eta: 3 days, 16:01:27, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7436, loss: 2.7436, grad_norm: 2.2339 2021-07-09 02:08:48,531 - mmaction - INFO - Epoch [68][1580/1879] lr: 8.403e-02, eta: 3 days, 16:01:07, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6426, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.2137 2021-07-09 02:09:05,675 - mmaction - INFO - Epoch [68][1600/1879] lr: 8.403e-02, eta: 3 days, 16:00:47, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6273, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.1911 2021-07-09 02:09:22,573 - mmaction - INFO - Epoch [68][1620/1879] lr: 8.403e-02, eta: 3 days, 16:00:26, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7837, loss: 2.7837, grad_norm: 2.2165 2021-07-09 02:09:39,885 - mmaction - INFO - Epoch [68][1640/1879] lr: 8.403e-02, eta: 3 days, 16:00:07, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6273, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.1778 2021-07-09 02:09:57,018 - mmaction - INFO - Epoch [68][1660/1879] lr: 8.403e-02, eta: 3 days, 15:59:46, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.2116 2021-07-09 02:10:14,114 - mmaction - INFO - Epoch [68][1680/1879] lr: 8.403e-02, eta: 3 days, 15:59:26, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.2189 2021-07-09 02:10:31,072 - mmaction - INFO - Epoch [68][1700/1879] lr: 8.403e-02, eta: 3 days, 15:59:06, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6266, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.1186 2021-07-09 02:10:48,454 - mmaction - INFO - Epoch [68][1720/1879] lr: 8.403e-02, eta: 3 days, 15:58:46, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.1529 2021-07-09 02:11:05,376 - mmaction - INFO - Epoch [68][1740/1879] lr: 8.403e-02, eta: 3 days, 15:58:26, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6484, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.2193 2021-07-09 02:11:22,737 - mmaction - INFO - Epoch [68][1760/1879] lr: 8.403e-02, eta: 3 days, 15:58:06, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.2351 2021-07-09 02:11:39,913 - mmaction - INFO - Epoch [68][1780/1879] lr: 8.403e-02, eta: 3 days, 15:57:46, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6434, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.2253 2021-07-09 02:11:56,972 - mmaction - INFO - Epoch [68][1800/1879] lr: 8.403e-02, eta: 3 days, 15:57:26, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.2179 2021-07-09 02:12:13,792 - mmaction - INFO - Epoch [68][1820/1879] lr: 8.403e-02, eta: 3 days, 15:57:05, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6387, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.1936 2021-07-09 02:12:31,158 - mmaction - INFO - Epoch [68][1840/1879] lr: 8.403e-02, eta: 3 days, 15:56:45, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6512, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.1750 2021-07-09 02:12:48,152 - mmaction - INFO - Epoch [68][1860/1879] lr: 8.403e-02, eta: 3 days, 15:56:25, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6430, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.2206 2021-07-09 02:13:16,741 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 02:13:16,747 - mmaction - INFO - 106 BN found 2021-07-09 02:17:41,782 - mmaction - INFO - BN stats updated 2021-07-09 02:17:43,808 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-07-09 02:19:06,706 - mmaction - INFO - Epoch [69][20/1879] lr: 8.358e-02, eta: 3 days, 15:57:25, time: 3.477, data_time: 2.661, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6535, loss_cls: 2.7100, loss: 2.7100, grad_norm: 2.1781 2021-07-09 02:19:23,344 - mmaction - INFO - Epoch [69][40/1879] lr: 8.358e-02, eta: 3 days, 15:57:04, time: 0.828, data_time: 0.007, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6457, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.1866 2021-07-09 02:19:39,787 - mmaction - INFO - Epoch [69][60/1879] lr: 8.358e-02, eta: 3 days, 15:56:42, time: 0.826, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6574, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.1545 2021-07-09 02:19:56,481 - mmaction - INFO - Epoch [69][80/1879] lr: 8.358e-02, eta: 3 days, 15:56:21, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6422, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.1968 2021-07-09 02:20:13,244 - mmaction - INFO - Epoch [69][100/1879] lr: 8.358e-02, eta: 3 days, 15:55:59, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6598, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.2302 2021-07-09 02:20:29,954 - mmaction - INFO - Epoch [69][120/1879] lr: 8.358e-02, eta: 3 days, 15:55:38, time: 0.836, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6352, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.2659 2021-07-09 02:20:46,814 - mmaction - INFO - Epoch [69][140/1879] lr: 8.358e-02, eta: 3 days, 15:55:17, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6398, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.2036 2021-07-09 02:21:03,866 - mmaction - INFO - Epoch [69][160/1879] lr: 8.358e-02, eta: 3 days, 15:54:57, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6590, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.2400 2021-07-09 02:21:20,679 - mmaction - INFO - Epoch [69][180/1879] lr: 8.358e-02, eta: 3 days, 15:54:36, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6371, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.2161 2021-07-09 02:21:37,817 - mmaction - INFO - Epoch [69][200/1879] lr: 8.358e-02, eta: 3 days, 15:54:16, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6414, loss_cls: 2.7648, loss: 2.7648, grad_norm: 2.2239 2021-07-09 02:21:54,855 - mmaction - INFO - Epoch [69][220/1879] lr: 8.358e-02, eta: 3 days, 15:53:55, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6605, loss_cls: 2.6390, loss: 2.6390, grad_norm: 2.1802 2021-07-09 02:22:11,961 - mmaction - INFO - Epoch [69][240/1879] lr: 8.358e-02, eta: 3 days, 15:53:35, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6305, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.2338 2021-07-09 02:22:29,060 - mmaction - INFO - Epoch [69][260/1879] lr: 8.358e-02, eta: 3 days, 15:53:15, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6223, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.1678 2021-07-09 02:22:46,146 - mmaction - INFO - Epoch [69][280/1879] lr: 8.358e-02, eta: 3 days, 15:52:55, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6605, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.1677 2021-07-09 02:23:03,240 - mmaction - INFO - Epoch [69][300/1879] lr: 8.358e-02, eta: 3 days, 15:52:35, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6578, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.2432 2021-07-09 02:23:20,257 - mmaction - INFO - Epoch [69][320/1879] lr: 8.358e-02, eta: 3 days, 15:52:14, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6320, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.2331 2021-07-09 02:23:37,480 - mmaction - INFO - Epoch [69][340/1879] lr: 8.358e-02, eta: 3 days, 15:51:54, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6238, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.2122 2021-07-09 02:23:54,567 - mmaction - INFO - Epoch [69][360/1879] lr: 8.358e-02, eta: 3 days, 15:51:34, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6277, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.2153 2021-07-09 02:24:11,601 - mmaction - INFO - Epoch [69][380/1879] lr: 8.358e-02, eta: 3 days, 15:51:14, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.7053, loss: 2.7053, grad_norm: 2.1780 2021-07-09 02:24:28,728 - mmaction - INFO - Epoch [69][400/1879] lr: 8.358e-02, eta: 3 days, 15:50:54, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6379, loss_cls: 2.7688, loss: 2.7688, grad_norm: 2.2321 2021-07-09 02:24:45,878 - mmaction - INFO - Epoch [69][420/1879] lr: 8.358e-02, eta: 3 days, 15:50:34, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6500, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.2059 2021-07-09 02:25:02,979 - mmaction - INFO - Epoch [69][440/1879] lr: 8.358e-02, eta: 3 days, 15:50:13, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.1964 2021-07-09 02:25:20,024 - mmaction - INFO - Epoch [69][460/1879] lr: 8.358e-02, eta: 3 days, 15:49:53, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6418, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.2169 2021-07-09 02:25:37,151 - mmaction - INFO - Epoch [69][480/1879] lr: 8.358e-02, eta: 3 days, 15:49:33, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6336, loss_cls: 2.8164, loss: 2.8164, grad_norm: 2.2132 2021-07-09 02:25:54,106 - mmaction - INFO - Epoch [69][500/1879] lr: 8.358e-02, eta: 3 days, 15:49:12, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6391, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.2208 2021-07-09 02:26:11,296 - mmaction - INFO - Epoch [69][520/1879] lr: 8.358e-02, eta: 3 days, 15:48:52, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6449, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.1588 2021-07-09 02:26:28,502 - mmaction - INFO - Epoch [69][540/1879] lr: 8.358e-02, eta: 3 days, 15:48:32, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6348, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.1908 2021-07-09 02:26:45,507 - mmaction - INFO - Epoch [69][560/1879] lr: 8.358e-02, eta: 3 days, 15:48:12, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6391, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.1082 2021-07-09 02:27:02,611 - mmaction - INFO - Epoch [69][580/1879] lr: 8.358e-02, eta: 3 days, 15:47:52, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6527, loss_cls: 2.6736, loss: 2.6736, grad_norm: 2.1469 2021-07-09 02:27:19,803 - mmaction - INFO - Epoch [69][600/1879] lr: 8.358e-02, eta: 3 days, 15:47:32, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6250, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.1948 2021-07-09 02:27:36,904 - mmaction - INFO - Epoch [69][620/1879] lr: 8.358e-02, eta: 3 days, 15:47:12, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6359, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.1654 2021-07-09 02:27:54,081 - mmaction - INFO - Epoch [69][640/1879] lr: 8.358e-02, eta: 3 days, 15:46:52, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6445, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.1556 2021-07-09 02:28:11,167 - mmaction - INFO - Epoch [69][660/1879] lr: 8.358e-02, eta: 3 days, 15:46:31, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.2239 2021-07-09 02:28:28,259 - mmaction - INFO - Epoch [69][680/1879] lr: 8.358e-02, eta: 3 days, 15:46:11, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6258, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1824 2021-07-09 02:28:45,641 - mmaction - INFO - Epoch [69][700/1879] lr: 8.358e-02, eta: 3 days, 15:45:52, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6402, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.1963 2021-07-09 02:29:02,678 - mmaction - INFO - Epoch [69][720/1879] lr: 8.358e-02, eta: 3 days, 15:45:31, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6340, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.1954 2021-07-09 02:29:19,751 - mmaction - INFO - Epoch [69][740/1879] lr: 8.358e-02, eta: 3 days, 15:45:11, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6312, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.1958 2021-07-09 02:29:36,884 - mmaction - INFO - Epoch [69][760/1879] lr: 8.358e-02, eta: 3 days, 15:44:51, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6418, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.2081 2021-07-09 02:29:53,882 - mmaction - INFO - Epoch [69][780/1879] lr: 8.358e-02, eta: 3 days, 15:44:31, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6371, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.2081 2021-07-09 02:30:11,030 - mmaction - INFO - Epoch [69][800/1879] lr: 8.358e-02, eta: 3 days, 15:44:11, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6504, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.2598 2021-07-09 02:30:28,271 - mmaction - INFO - Epoch [69][820/1879] lr: 8.358e-02, eta: 3 days, 15:43:51, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6375, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.1823 2021-07-09 02:30:45,367 - mmaction - INFO - Epoch [69][840/1879] lr: 8.358e-02, eta: 3 days, 15:43:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6309, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.2261 2021-07-09 02:31:02,579 - mmaction - INFO - Epoch [69][860/1879] lr: 8.358e-02, eta: 3 days, 15:43:11, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6395, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.2176 2021-07-09 02:31:19,706 - mmaction - INFO - Epoch [69][880/1879] lr: 8.358e-02, eta: 3 days, 15:42:51, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6359, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.2220 2021-07-09 02:31:36,876 - mmaction - INFO - Epoch [69][900/1879] lr: 8.358e-02, eta: 3 days, 15:42:31, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6641, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.2046 2021-07-09 02:31:53,988 - mmaction - INFO - Epoch [69][920/1879] lr: 8.358e-02, eta: 3 days, 15:42:11, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6406, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.2244 2021-07-09 02:32:11,157 - mmaction - INFO - Epoch [69][940/1879] lr: 8.358e-02, eta: 3 days, 15:41:50, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6367, loss_cls: 2.7391, loss: 2.7391, grad_norm: 2.1829 2021-07-09 02:32:28,124 - mmaction - INFO - Epoch [69][960/1879] lr: 8.358e-02, eta: 3 days, 15:41:30, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6199, loss_cls: 2.8122, loss: 2.8122, grad_norm: 2.2412 2021-07-09 02:32:45,226 - mmaction - INFO - Epoch [69][980/1879] lr: 8.358e-02, eta: 3 days, 15:41:10, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6461, loss_cls: 2.7350, loss: 2.7350, grad_norm: 2.2127 2021-07-09 02:33:02,394 - mmaction - INFO - Epoch [69][1000/1879] lr: 8.358e-02, eta: 3 days, 15:40:50, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.1726 2021-07-09 02:33:19,351 - mmaction - INFO - Epoch [69][1020/1879] lr: 8.358e-02, eta: 3 days, 15:40:29, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6359, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.1922 2021-07-09 02:33:36,700 - mmaction - INFO - Epoch [69][1040/1879] lr: 8.358e-02, eta: 3 days, 15:40:10, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6367, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.2162 2021-07-09 02:33:53,688 - mmaction - INFO - Epoch [69][1060/1879] lr: 8.358e-02, eta: 3 days, 15:39:49, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.1927 2021-07-09 02:34:10,881 - mmaction - INFO - Epoch [69][1080/1879] lr: 8.358e-02, eta: 3 days, 15:39:29, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6152, loss_cls: 2.8608, loss: 2.8608, grad_norm: 2.1995 2021-07-09 02:34:28,031 - mmaction - INFO - Epoch [69][1100/1879] lr: 8.358e-02, eta: 3 days, 15:39:09, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6410, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.1584 2021-07-09 02:34:45,071 - mmaction - INFO - Epoch [69][1120/1879] lr: 8.358e-02, eta: 3 days, 15:38:49, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.7053, loss: 2.7053, grad_norm: 2.1956 2021-07-09 02:35:02,230 - mmaction - INFO - Epoch [69][1140/1879] lr: 8.358e-02, eta: 3 days, 15:38:29, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.8028, loss: 2.8028, grad_norm: 2.1765 2021-07-09 02:35:19,335 - mmaction - INFO - Epoch [69][1160/1879] lr: 8.358e-02, eta: 3 days, 15:38:09, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.1645 2021-07-09 02:35:36,430 - mmaction - INFO - Epoch [69][1180/1879] lr: 8.358e-02, eta: 3 days, 15:37:48, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6352, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.1750 2021-07-09 02:35:53,371 - mmaction - INFO - Epoch [69][1200/1879] lr: 8.358e-02, eta: 3 days, 15:37:28, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6395, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.2178 2021-07-09 02:36:10,594 - mmaction - INFO - Epoch [69][1220/1879] lr: 8.358e-02, eta: 3 days, 15:37:08, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6332, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.1893 2021-07-09 02:36:27,706 - mmaction - INFO - Epoch [69][1240/1879] lr: 8.358e-02, eta: 3 days, 15:36:48, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6410, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.1755 2021-07-09 02:36:44,868 - mmaction - INFO - Epoch [69][1260/1879] lr: 8.358e-02, eta: 3 days, 15:36:28, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6254, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.2265 2021-07-09 02:37:01,858 - mmaction - INFO - Epoch [69][1280/1879] lr: 8.358e-02, eta: 3 days, 15:36:08, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6395, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.2462 2021-07-09 02:37:19,081 - mmaction - INFO - Epoch [69][1300/1879] lr: 8.358e-02, eta: 3 days, 15:35:48, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.1702 2021-07-09 02:37:36,136 - mmaction - INFO - Epoch [69][1320/1879] lr: 8.358e-02, eta: 3 days, 15:35:28, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6406, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.1657 2021-07-09 02:37:53,180 - mmaction - INFO - Epoch [69][1340/1879] lr: 8.358e-02, eta: 3 days, 15:35:07, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6293, loss_cls: 2.8205, loss: 2.8205, grad_norm: 2.2305 2021-07-09 02:38:10,409 - mmaction - INFO - Epoch [69][1360/1879] lr: 8.358e-02, eta: 3 days, 15:34:47, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6410, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.1718 2021-07-09 02:38:27,502 - mmaction - INFO - Epoch [69][1380/1879] lr: 8.358e-02, eta: 3 days, 15:34:27, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6246, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.1608 2021-07-09 02:38:44,607 - mmaction - INFO - Epoch [69][1400/1879] lr: 8.358e-02, eta: 3 days, 15:34:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6316, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.1860 2021-07-09 02:39:01,650 - mmaction - INFO - Epoch [69][1420/1879] lr: 8.358e-02, eta: 3 days, 15:33:47, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6441, loss_cls: 2.7519, loss: 2.7519, grad_norm: 2.2187 2021-07-09 02:39:18,657 - mmaction - INFO - Epoch [69][1440/1879] lr: 8.358e-02, eta: 3 days, 15:33:27, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6355, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.2308 2021-07-09 02:39:35,833 - mmaction - INFO - Epoch [69][1460/1879] lr: 8.358e-02, eta: 3 days, 15:33:06, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6332, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.1517 2021-07-09 02:39:52,888 - mmaction - INFO - Epoch [69][1480/1879] lr: 8.358e-02, eta: 3 days, 15:32:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6430, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.1858 2021-07-09 02:40:10,118 - mmaction - INFO - Epoch [69][1500/1879] lr: 8.358e-02, eta: 3 days, 15:32:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6391, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.1988 2021-07-09 02:40:27,283 - mmaction - INFO - Epoch [69][1520/1879] lr: 8.358e-02, eta: 3 days, 15:32:07, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6258, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.1741 2021-07-09 02:40:44,320 - mmaction - INFO - Epoch [69][1540/1879] lr: 8.358e-02, eta: 3 days, 15:31:46, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6348, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.1844 2021-07-09 02:41:01,477 - mmaction - INFO - Epoch [69][1560/1879] lr: 8.358e-02, eta: 3 days, 15:31:26, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6473, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.2222 2021-07-09 02:41:18,492 - mmaction - INFO - Epoch [69][1580/1879] lr: 8.358e-02, eta: 3 days, 15:31:06, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6395, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.2129 2021-07-09 02:41:35,473 - mmaction - INFO - Epoch [69][1600/1879] lr: 8.358e-02, eta: 3 days, 15:30:45, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6113, loss_cls: 2.8436, loss: 2.8436, grad_norm: 2.2171 2021-07-09 02:41:52,560 - mmaction - INFO - Epoch [69][1620/1879] lr: 8.358e-02, eta: 3 days, 15:30:25, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6375, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.2073 2021-07-09 02:42:09,665 - mmaction - INFO - Epoch [69][1640/1879] lr: 8.358e-02, eta: 3 days, 15:30:05, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6496, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.1805 2021-07-09 02:42:26,861 - mmaction - INFO - Epoch [69][1660/1879] lr: 8.358e-02, eta: 3 days, 15:29:45, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6645, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.1864 2021-07-09 02:42:43,911 - mmaction - INFO - Epoch [69][1680/1879] lr: 8.358e-02, eta: 3 days, 15:29:25, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.2868 2021-07-09 02:43:00,989 - mmaction - INFO - Epoch [69][1700/1879] lr: 8.358e-02, eta: 3 days, 15:29:05, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6508, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.2214 2021-07-09 02:43:17,980 - mmaction - INFO - Epoch [69][1720/1879] lr: 8.358e-02, eta: 3 days, 15:28:44, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6406, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.2527 2021-07-09 02:43:35,081 - mmaction - INFO - Epoch [69][1740/1879] lr: 8.358e-02, eta: 3 days, 15:28:24, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.2049 2021-07-09 02:43:52,186 - mmaction - INFO - Epoch [69][1760/1879] lr: 8.358e-02, eta: 3 days, 15:28:04, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6371, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.1684 2021-07-09 02:44:09,190 - mmaction - INFO - Epoch [69][1780/1879] lr: 8.358e-02, eta: 3 days, 15:27:44, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.8257, loss: 2.8257, grad_norm: 2.2040 2021-07-09 02:44:26,358 - mmaction - INFO - Epoch [69][1800/1879] lr: 8.358e-02, eta: 3 days, 15:27:24, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6305, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.1733 2021-07-09 02:44:43,488 - mmaction - INFO - Epoch [69][1820/1879] lr: 8.358e-02, eta: 3 days, 15:27:04, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6457, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.1733 2021-07-09 02:45:00,646 - mmaction - INFO - Epoch [69][1840/1879] lr: 8.358e-02, eta: 3 days, 15:26:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6477, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.1290 2021-07-09 02:45:17,787 - mmaction - INFO - Epoch [69][1860/1879] lr: 8.358e-02, eta: 3 days, 15:26:24, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6270, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.1623 2021-07-09 02:45:41,114 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 02:45:41,117 - mmaction - INFO - 106 BN found 2021-07-09 02:50:06,754 - mmaction - INFO - BN stats updated 2021-07-09 02:51:27,703 - mmaction - INFO - Epoch [70][20/1879] lr: 8.312e-02, eta: 3 days, 15:27:48, time: 3.944, data_time: 2.747, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6492, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.2479 2021-07-09 02:51:44,341 - mmaction - INFO - Epoch [70][40/1879] lr: 8.312e-02, eta: 3 days, 15:27:26, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.7479, loss: 2.7479, grad_norm: 2.2342 2021-07-09 02:52:00,824 - mmaction - INFO - Epoch [70][60/1879] lr: 8.312e-02, eta: 3 days, 15:27:05, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.1725 2021-07-09 02:52:17,430 - mmaction - INFO - Epoch [70][80/1879] lr: 8.312e-02, eta: 3 days, 15:26:43, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6422, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.1962 2021-07-09 02:52:34,215 - mmaction - INFO - Epoch [70][100/1879] lr: 8.312e-02, eta: 3 days, 15:26:22, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6508, loss_cls: 2.7460, loss: 2.7460, grad_norm: 2.2115 2021-07-09 02:52:51,026 - mmaction - INFO - Epoch [70][120/1879] lr: 8.312e-02, eta: 3 days, 15:26:01, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6570, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.2285 2021-07-09 02:53:07,887 - mmaction - INFO - Epoch [70][140/1879] lr: 8.312e-02, eta: 3 days, 15:25:40, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6504, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.2404 2021-07-09 02:53:25,124 - mmaction - INFO - Epoch [70][160/1879] lr: 8.312e-02, eta: 3 days, 15:25:21, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6348, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.2051 2021-07-09 02:53:42,107 - mmaction - INFO - Epoch [70][180/1879] lr: 8.312e-02, eta: 3 days, 15:25:00, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6359, loss_cls: 2.7079, loss: 2.7079, grad_norm: 2.1872 2021-07-09 02:53:59,126 - mmaction - INFO - Epoch [70][200/1879] lr: 8.312e-02, eta: 3 days, 15:24:40, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6191, loss_cls: 2.7921, loss: 2.7921, grad_norm: 2.2107 2021-07-09 02:54:16,199 - mmaction - INFO - Epoch [70][220/1879] lr: 8.312e-02, eta: 3 days, 15:24:19, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6402, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.2290 2021-07-09 02:54:33,225 - mmaction - INFO - Epoch [70][240/1879] lr: 8.312e-02, eta: 3 days, 15:23:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6332, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.2615 2021-07-09 02:54:50,529 - mmaction - INFO - Epoch [70][260/1879] lr: 8.312e-02, eta: 3 days, 15:23:39, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6270, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.2150 2021-07-09 02:55:07,697 - mmaction - INFO - Epoch [70][280/1879] lr: 8.312e-02, eta: 3 days, 15:23:20, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6273, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.1827 2021-07-09 02:55:24,787 - mmaction - INFO - Epoch [70][300/1879] lr: 8.312e-02, eta: 3 days, 15:22:59, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6422, loss_cls: 2.7648, loss: 2.7648, grad_norm: 2.2005 2021-07-09 02:55:41,838 - mmaction - INFO - Epoch [70][320/1879] lr: 8.312e-02, eta: 3 days, 15:22:39, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6410, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.1998 2021-07-09 02:55:58,796 - mmaction - INFO - Epoch [70][340/1879] lr: 8.312e-02, eta: 3 days, 15:22:19, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6434, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.1972 2021-07-09 02:56:15,890 - mmaction - INFO - Epoch [70][360/1879] lr: 8.312e-02, eta: 3 days, 15:21:58, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.1842 2021-07-09 02:56:33,020 - mmaction - INFO - Epoch [70][380/1879] lr: 8.312e-02, eta: 3 days, 15:21:38, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6332, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.2443 2021-07-09 02:56:50,147 - mmaction - INFO - Epoch [70][400/1879] lr: 8.312e-02, eta: 3 days, 15:21:18, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6484, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.2241 2021-07-09 02:57:07,149 - mmaction - INFO - Epoch [70][420/1879] lr: 8.312e-02, eta: 3 days, 15:20:58, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6441, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.2341 2021-07-09 02:57:24,200 - mmaction - INFO - Epoch [70][440/1879] lr: 8.312e-02, eta: 3 days, 15:20:38, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6531, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.1984 2021-07-09 02:57:41,311 - mmaction - INFO - Epoch [70][460/1879] lr: 8.312e-02, eta: 3 days, 15:20:18, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6469, loss_cls: 2.7174, loss: 2.7174, grad_norm: 2.1888 2021-07-09 02:57:58,377 - mmaction - INFO - Epoch [70][480/1879] lr: 8.312e-02, eta: 3 days, 15:19:57, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7383, loss: 2.7383, grad_norm: 2.1818 2021-07-09 02:58:15,391 - mmaction - INFO - Epoch [70][500/1879] lr: 8.312e-02, eta: 3 days, 15:19:37, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6504, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.1954 2021-07-09 02:58:32,477 - mmaction - INFO - Epoch [70][520/1879] lr: 8.312e-02, eta: 3 days, 15:19:17, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6484, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.1871 2021-07-09 02:58:49,548 - mmaction - INFO - Epoch [70][540/1879] lr: 8.312e-02, eta: 3 days, 15:18:57, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6500, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.1995 2021-07-09 02:59:06,676 - mmaction - INFO - Epoch [70][560/1879] lr: 8.312e-02, eta: 3 days, 15:18:37, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.2116 2021-07-09 02:59:23,622 - mmaction - INFO - Epoch [70][580/1879] lr: 8.312e-02, eta: 3 days, 15:18:16, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6238, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.1916 2021-07-09 02:59:40,799 - mmaction - INFO - Epoch [70][600/1879] lr: 8.312e-02, eta: 3 days, 15:17:56, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6266, loss_cls: 2.7843, loss: 2.7843, grad_norm: 2.2013 2021-07-09 02:59:57,938 - mmaction - INFO - Epoch [70][620/1879] lr: 8.312e-02, eta: 3 days, 15:17:36, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6582, loss_cls: 2.6265, loss: 2.6265, grad_norm: 2.2047 2021-07-09 03:00:15,047 - mmaction - INFO - Epoch [70][640/1879] lr: 8.312e-02, eta: 3 days, 15:17:16, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6590, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.1473 2021-07-09 03:00:32,255 - mmaction - INFO - Epoch [70][660/1879] lr: 8.312e-02, eta: 3 days, 15:16:56, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6438, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.1850 2021-07-09 03:00:49,259 - mmaction - INFO - Epoch [70][680/1879] lr: 8.312e-02, eta: 3 days, 15:16:36, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6453, loss_cls: 2.7100, loss: 2.7100, grad_norm: 2.2412 2021-07-09 03:01:06,370 - mmaction - INFO - Epoch [70][700/1879] lr: 8.312e-02, eta: 3 days, 15:16:16, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6363, loss_cls: 2.7592, loss: 2.7592, grad_norm: 2.2245 2021-07-09 03:01:23,512 - mmaction - INFO - Epoch [70][720/1879] lr: 8.312e-02, eta: 3 days, 15:15:56, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6332, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.2384 2021-07-09 03:01:40,668 - mmaction - INFO - Epoch [70][740/1879] lr: 8.312e-02, eta: 3 days, 15:15:36, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6359, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.1904 2021-07-09 03:01:57,695 - mmaction - INFO - Epoch [70][760/1879] lr: 8.312e-02, eta: 3 days, 15:15:15, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6328, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.1927 2021-07-09 03:02:14,841 - mmaction - INFO - Epoch [70][780/1879] lr: 8.312e-02, eta: 3 days, 15:14:55, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.1900 2021-07-09 03:02:31,910 - mmaction - INFO - Epoch [70][800/1879] lr: 8.312e-02, eta: 3 days, 15:14:35, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6535, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.2128 2021-07-09 03:02:49,110 - mmaction - INFO - Epoch [70][820/1879] lr: 8.312e-02, eta: 3 days, 15:14:15, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6379, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.2107 2021-07-09 03:03:06,247 - mmaction - INFO - Epoch [70][840/1879] lr: 8.312e-02, eta: 3 days, 15:13:55, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6355, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.2134 2021-07-09 03:03:23,246 - mmaction - INFO - Epoch [70][860/1879] lr: 8.312e-02, eta: 3 days, 15:13:35, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6363, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.2432 2021-07-09 03:03:40,338 - mmaction - INFO - Epoch [70][880/1879] lr: 8.312e-02, eta: 3 days, 15:13:15, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.6862, loss: 2.6862, grad_norm: 2.1854 2021-07-09 03:03:57,376 - mmaction - INFO - Epoch [70][900/1879] lr: 8.312e-02, eta: 3 days, 15:12:55, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6520, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.2416 2021-07-09 03:04:14,516 - mmaction - INFO - Epoch [70][920/1879] lr: 8.312e-02, eta: 3 days, 15:12:35, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6473, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.1995 2021-07-09 03:04:31,505 - mmaction - INFO - Epoch [70][940/1879] lr: 8.312e-02, eta: 3 days, 15:12:14, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6430, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.2066 2021-07-09 03:04:48,720 - mmaction - INFO - Epoch [70][960/1879] lr: 8.312e-02, eta: 3 days, 15:11:54, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6574, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2032 2021-07-09 03:05:05,816 - mmaction - INFO - Epoch [70][980/1879] lr: 8.312e-02, eta: 3 days, 15:11:34, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.2293 2021-07-09 03:05:22,901 - mmaction - INFO - Epoch [70][1000/1879] lr: 8.312e-02, eta: 3 days, 15:11:14, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6258, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.2352 2021-07-09 03:05:40,193 - mmaction - INFO - Epoch [70][1020/1879] lr: 8.312e-02, eta: 3 days, 15:10:55, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6359, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.2041 2021-07-09 03:05:57,248 - mmaction - INFO - Epoch [70][1040/1879] lr: 8.312e-02, eta: 3 days, 15:10:34, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6328, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.1658 2021-07-09 03:06:14,329 - mmaction - INFO - Epoch [70][1060/1879] lr: 8.312e-02, eta: 3 days, 15:10:14, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6410, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.1971 2021-07-09 03:06:31,370 - mmaction - INFO - Epoch [70][1080/1879] lr: 8.312e-02, eta: 3 days, 15:09:54, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6301, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.1805 2021-07-09 03:06:48,361 - mmaction - INFO - Epoch [70][1100/1879] lr: 8.312e-02, eta: 3 days, 15:09:33, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6355, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.2256 2021-07-09 03:07:05,400 - mmaction - INFO - Epoch [70][1120/1879] lr: 8.312e-02, eta: 3 days, 15:09:13, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6379, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.1924 2021-07-09 03:07:22,512 - mmaction - INFO - Epoch [70][1140/1879] lr: 8.312e-02, eta: 3 days, 15:08:53, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.1438 2021-07-09 03:07:39,595 - mmaction - INFO - Epoch [70][1160/1879] lr: 8.312e-02, eta: 3 days, 15:08:33, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6508, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.2175 2021-07-09 03:07:56,830 - mmaction - INFO - Epoch [70][1180/1879] lr: 8.312e-02, eta: 3 days, 15:08:13, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6418, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.2299 2021-07-09 03:08:13,701 - mmaction - INFO - Epoch [70][1200/1879] lr: 8.312e-02, eta: 3 days, 15:07:52, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6328, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.1707 2021-07-09 03:08:30,711 - mmaction - INFO - Epoch [70][1220/1879] lr: 8.312e-02, eta: 3 days, 15:07:32, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.2216 2021-07-09 03:08:47,730 - mmaction - INFO - Epoch [70][1240/1879] lr: 8.312e-02, eta: 3 days, 15:07:12, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6336, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.2322 2021-07-09 03:09:04,829 - mmaction - INFO - Epoch [70][1260/1879] lr: 8.312e-02, eta: 3 days, 15:06:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6449, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.2324 2021-07-09 03:09:21,901 - mmaction - INFO - Epoch [70][1280/1879] lr: 8.312e-02, eta: 3 days, 15:06:32, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6461, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.1854 2021-07-09 03:09:39,030 - mmaction - INFO - Epoch [70][1300/1879] lr: 8.312e-02, eta: 3 days, 15:06:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7038, loss: 2.7038, grad_norm: 2.1598 2021-07-09 03:09:56,107 - mmaction - INFO - Epoch [70][1320/1879] lr: 8.312e-02, eta: 3 days, 15:05:51, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6508, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.2006 2021-07-09 03:10:13,228 - mmaction - INFO - Epoch [70][1340/1879] lr: 8.312e-02, eta: 3 days, 15:05:31, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6391, loss_cls: 2.7117, loss: 2.7117, grad_norm: 2.2291 2021-07-09 03:10:30,449 - mmaction - INFO - Epoch [70][1360/1879] lr: 8.312e-02, eta: 3 days, 15:05:12, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6309, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.2078 2021-07-09 03:10:47,428 - mmaction - INFO - Epoch [70][1380/1879] lr: 8.312e-02, eta: 3 days, 15:04:51, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6477, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.2422 2021-07-09 03:11:04,626 - mmaction - INFO - Epoch [70][1400/1879] lr: 8.312e-02, eta: 3 days, 15:04:31, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.2426 2021-07-09 03:11:21,754 - mmaction - INFO - Epoch [70][1420/1879] lr: 8.312e-02, eta: 3 days, 15:04:11, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6266, loss_cls: 2.8249, loss: 2.8249, grad_norm: 2.2398 2021-07-09 03:11:38,779 - mmaction - INFO - Epoch [70][1440/1879] lr: 8.312e-02, eta: 3 days, 15:03:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6250, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.1780 2021-07-09 03:11:55,950 - mmaction - INFO - Epoch [70][1460/1879] lr: 8.312e-02, eta: 3 days, 15:03:31, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6242, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.2066 2021-07-09 03:12:13,100 - mmaction - INFO - Epoch [70][1480/1879] lr: 8.312e-02, eta: 3 days, 15:03:11, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6281, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.2174 2021-07-09 03:12:30,233 - mmaction - INFO - Epoch [70][1500/1879] lr: 8.312e-02, eta: 3 days, 15:02:51, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6398, loss_cls: 2.7806, loss: 2.7806, grad_norm: 2.2124 2021-07-09 03:12:47,299 - mmaction - INFO - Epoch [70][1520/1879] lr: 8.312e-02, eta: 3 days, 15:02:31, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6625, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.1629 2021-07-09 03:13:04,520 - mmaction - INFO - Epoch [70][1540/1879] lr: 8.312e-02, eta: 3 days, 15:02:11, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6465, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.1651 2021-07-09 03:13:21,642 - mmaction - INFO - Epoch [70][1560/1879] lr: 8.312e-02, eta: 3 days, 15:01:51, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6402, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.2341 2021-07-09 03:13:38,826 - mmaction - INFO - Epoch [70][1580/1879] lr: 8.312e-02, eta: 3 days, 15:01:31, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6395, loss_cls: 2.7802, loss: 2.7802, grad_norm: 2.1654 2021-07-09 03:13:55,946 - mmaction - INFO - Epoch [70][1600/1879] lr: 8.312e-02, eta: 3 days, 15:01:11, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.7476, loss: 2.7476, grad_norm: 2.1979 2021-07-09 03:14:12,901 - mmaction - INFO - Epoch [70][1620/1879] lr: 8.312e-02, eta: 3 days, 15:00:51, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6570, loss_cls: 2.6869, loss: 2.6869, grad_norm: 2.2445 2021-07-09 03:14:30,141 - mmaction - INFO - Epoch [70][1640/1879] lr: 8.312e-02, eta: 3 days, 15:00:31, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6480, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.2143 2021-07-09 03:14:47,248 - mmaction - INFO - Epoch [70][1660/1879] lr: 8.312e-02, eta: 3 days, 15:00:11, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6309, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.2152 2021-07-09 03:15:04,378 - mmaction - INFO - Epoch [70][1680/1879] lr: 8.312e-02, eta: 3 days, 14:59:51, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.2152 2021-07-09 03:15:21,432 - mmaction - INFO - Epoch [70][1700/1879] lr: 8.312e-02, eta: 3 days, 14:59:31, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6434, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.2012 2021-07-09 03:15:38,497 - mmaction - INFO - Epoch [70][1720/1879] lr: 8.312e-02, eta: 3 days, 14:59:11, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6375, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.1904 2021-07-09 03:15:55,508 - mmaction - INFO - Epoch [70][1740/1879] lr: 8.312e-02, eta: 3 days, 14:58:50, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6215, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.1492 2021-07-09 03:16:12,647 - mmaction - INFO - Epoch [70][1760/1879] lr: 8.312e-02, eta: 3 days, 14:58:30, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6363, loss_cls: 2.7506, loss: 2.7506, grad_norm: 2.1877 2021-07-09 03:16:29,630 - mmaction - INFO - Epoch [70][1780/1879] lr: 8.312e-02, eta: 3 days, 14:58:10, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6426, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.2603 2021-07-09 03:16:46,705 - mmaction - INFO - Epoch [70][1800/1879] lr: 8.312e-02, eta: 3 days, 14:57:50, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6441, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.2292 2021-07-09 03:17:03,684 - mmaction - INFO - Epoch [70][1820/1879] lr: 8.312e-02, eta: 3 days, 14:57:30, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6406, loss_cls: 2.7254, loss: 2.7254, grad_norm: 2.2009 2021-07-09 03:17:20,829 - mmaction - INFO - Epoch [70][1840/1879] lr: 8.312e-02, eta: 3 days, 14:57:10, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6383, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.2124 2021-07-09 03:17:37,900 - mmaction - INFO - Epoch [70][1860/1879] lr: 8.312e-02, eta: 3 days, 14:56:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6523, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.2051 2021-07-09 03:17:56,681 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 03:17:56,695 - mmaction - INFO - 106 BN found 2021-07-09 03:22:21,961 - mmaction - INFO - BN stats updated 2021-07-09 03:25:42,678 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 03:25:43,544 - mmaction - INFO - top1_acc 0.4765 top5_acc 0.7456 2021-07-09 03:25:43,544 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 03:25:43,611 - mmaction - INFO - mean_acc 0.4764 2021-07-09 03:25:44,926 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_70.pth. 2021-07-09 03:25:44,926 - mmaction - INFO - Best top1_acc is 0.4765 at 70 epoch. 2021-07-09 03:25:44,932 - mmaction - INFO - Epoch(val) [70][155] top1_acc: 0.4765, top5_acc: 0.7456, mean_class_accuracy: 0.4764 2021-07-09 03:27:12,723 - mmaction - INFO - Epoch [71][20/1879] lr: 8.266e-02, eta: 3 days, 14:58:35, time: 4.384, data_time: 3.491, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6332, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.1482 2021-07-09 03:27:29,312 - mmaction - INFO - Epoch [71][40/1879] lr: 8.266e-02, eta: 3 days, 14:58:13, time: 0.828, data_time: 0.007, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6379, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.1748 2021-07-09 03:27:45,778 - mmaction - INFO - Epoch [71][60/1879] lr: 8.266e-02, eta: 3 days, 14:57:51, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6473, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.1611 2021-07-09 03:28:02,402 - mmaction - INFO - Epoch [71][80/1879] lr: 8.266e-02, eta: 3 days, 14:57:30, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.2273 2021-07-09 03:28:18,959 - mmaction - INFO - Epoch [71][100/1879] lr: 8.266e-02, eta: 3 days, 14:57:09, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6574, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.2637 2021-07-09 03:28:35,740 - mmaction - INFO - Epoch [71][120/1879] lr: 8.266e-02, eta: 3 days, 14:56:48, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6582, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.2105 2021-07-09 03:28:52,312 - mmaction - INFO - Epoch [71][140/1879] lr: 8.266e-02, eta: 3 days, 14:56:26, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6578, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.2277 2021-07-09 03:29:09,049 - mmaction - INFO - Epoch [71][160/1879] lr: 8.266e-02, eta: 3 days, 14:56:05, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6535, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.2393 2021-07-09 03:29:25,755 - mmaction - INFO - Epoch [71][180/1879] lr: 8.266e-02, eta: 3 days, 14:55:44, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.2408 2021-07-09 03:29:42,710 - mmaction - INFO - Epoch [71][200/1879] lr: 8.266e-02, eta: 3 days, 14:55:24, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6395, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.2482 2021-07-09 03:29:59,667 - mmaction - INFO - Epoch [71][220/1879] lr: 8.266e-02, eta: 3 days, 14:55:03, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6504, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.2013 2021-07-09 03:30:16,728 - mmaction - INFO - Epoch [71][240/1879] lr: 8.266e-02, eta: 3 days, 14:54:43, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6508, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.1962 2021-07-09 03:30:33,830 - mmaction - INFO - Epoch [71][260/1879] lr: 8.266e-02, eta: 3 days, 14:54:23, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6406, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.1992 2021-07-09 03:30:50,779 - mmaction - INFO - Epoch [71][280/1879] lr: 8.266e-02, eta: 3 days, 14:54:02, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6555, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.2420 2021-07-09 03:31:07,948 - mmaction - INFO - Epoch [71][300/1879] lr: 8.266e-02, eta: 3 days, 14:53:42, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.2144 2021-07-09 03:31:24,919 - mmaction - INFO - Epoch [71][320/1879] lr: 8.266e-02, eta: 3 days, 14:53:22, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6547, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.2112 2021-07-09 03:31:41,865 - mmaction - INFO - Epoch [71][340/1879] lr: 8.266e-02, eta: 3 days, 14:53:01, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6395, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.2342 2021-07-09 03:31:59,039 - mmaction - INFO - Epoch [71][360/1879] lr: 8.266e-02, eta: 3 days, 14:52:42, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6516, loss_cls: 2.7162, loss: 2.7162, grad_norm: 2.1940 2021-07-09 03:32:16,001 - mmaction - INFO - Epoch [71][380/1879] lr: 8.266e-02, eta: 3 days, 14:52:21, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6102, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.2456 2021-07-09 03:32:33,100 - mmaction - INFO - Epoch [71][400/1879] lr: 8.266e-02, eta: 3 days, 14:52:01, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6402, loss_cls: 2.7117, loss: 2.7117, grad_norm: 2.1805 2021-07-09 03:32:50,184 - mmaction - INFO - Epoch [71][420/1879] lr: 8.266e-02, eta: 3 days, 14:51:41, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6562, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.1701 2021-07-09 03:33:07,317 - mmaction - INFO - Epoch [71][440/1879] lr: 8.266e-02, eta: 3 days, 14:51:21, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6543, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.2190 2021-07-09 03:33:24,077 - mmaction - INFO - Epoch [71][460/1879] lr: 8.266e-02, eta: 3 days, 14:51:00, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6359, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.2131 2021-07-09 03:33:41,072 - mmaction - INFO - Epoch [71][480/1879] lr: 8.266e-02, eta: 3 days, 14:50:40, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6508, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.1870 2021-07-09 03:33:58,223 - mmaction - INFO - Epoch [71][500/1879] lr: 8.266e-02, eta: 3 days, 14:50:20, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6473, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.2202 2021-07-09 03:34:15,254 - mmaction - INFO - Epoch [71][520/1879] lr: 8.266e-02, eta: 3 days, 14:50:00, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6668, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.2297 2021-07-09 03:34:32,405 - mmaction - INFO - Epoch [71][540/1879] lr: 8.266e-02, eta: 3 days, 14:49:39, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.2598 2021-07-09 03:34:49,245 - mmaction - INFO - Epoch [71][560/1879] lr: 8.266e-02, eta: 3 days, 14:49:19, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6328, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.1636 2021-07-09 03:35:06,354 - mmaction - INFO - Epoch [71][580/1879] lr: 8.266e-02, eta: 3 days, 14:48:59, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6551, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.1799 2021-07-09 03:35:23,353 - mmaction - INFO - Epoch [71][600/1879] lr: 8.266e-02, eta: 3 days, 14:48:38, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6363, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.2906 2021-07-09 03:35:40,406 - mmaction - INFO - Epoch [71][620/1879] lr: 8.266e-02, eta: 3 days, 14:48:18, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6516, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.1991 2021-07-09 03:35:57,533 - mmaction - INFO - Epoch [71][640/1879] lr: 8.266e-02, eta: 3 days, 14:47:58, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6422, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.2589 2021-07-09 03:36:14,623 - mmaction - INFO - Epoch [71][660/1879] lr: 8.266e-02, eta: 3 days, 14:47:38, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6305, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.1803 2021-07-09 03:36:31,742 - mmaction - INFO - Epoch [71][680/1879] lr: 8.266e-02, eta: 3 days, 14:47:18, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6309, loss_cls: 2.7917, loss: 2.7917, grad_norm: 2.1603 2021-07-09 03:36:48,758 - mmaction - INFO - Epoch [71][700/1879] lr: 8.266e-02, eta: 3 days, 14:46:58, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6578, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.2117 2021-07-09 03:37:05,804 - mmaction - INFO - Epoch [71][720/1879] lr: 8.266e-02, eta: 3 days, 14:46:38, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6051, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.2536 2021-07-09 03:37:22,841 - mmaction - INFO - Epoch [71][740/1879] lr: 8.266e-02, eta: 3 days, 14:46:17, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6285, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.2084 2021-07-09 03:37:40,045 - mmaction - INFO - Epoch [71][760/1879] lr: 8.266e-02, eta: 3 days, 14:45:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.2003 2021-07-09 03:37:56,982 - mmaction - INFO - Epoch [71][780/1879] lr: 8.266e-02, eta: 3 days, 14:45:37, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6332, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.2149 2021-07-09 03:38:14,106 - mmaction - INFO - Epoch [71][800/1879] lr: 8.266e-02, eta: 3 days, 14:45:17, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6363, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.2154 2021-07-09 03:38:31,089 - mmaction - INFO - Epoch [71][820/1879] lr: 8.266e-02, eta: 3 days, 14:44:57, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6320, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.1622 2021-07-09 03:38:48,093 - mmaction - INFO - Epoch [71][840/1879] lr: 8.266e-02, eta: 3 days, 14:44:36, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6441, loss_cls: 2.6984, loss: 2.6984, grad_norm: 2.2297 2021-07-09 03:39:05,205 - mmaction - INFO - Epoch [71][860/1879] lr: 8.266e-02, eta: 3 days, 14:44:16, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6379, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.2705 2021-07-09 03:39:22,089 - mmaction - INFO - Epoch [71][880/1879] lr: 8.266e-02, eta: 3 days, 14:43:56, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6262, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.2109 2021-07-09 03:39:39,308 - mmaction - INFO - Epoch [71][900/1879] lr: 8.266e-02, eta: 3 days, 14:43:36, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6402, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.1638 2021-07-09 03:39:56,359 - mmaction - INFO - Epoch [71][920/1879] lr: 8.266e-02, eta: 3 days, 14:43:16, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6457, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.1469 2021-07-09 03:40:13,530 - mmaction - INFO - Epoch [71][940/1879] lr: 8.266e-02, eta: 3 days, 14:42:56, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6500, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.2011 2021-07-09 03:40:30,525 - mmaction - INFO - Epoch [71][960/1879] lr: 8.266e-02, eta: 3 days, 14:42:36, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6367, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.2544 2021-07-09 03:40:47,526 - mmaction - INFO - Epoch [71][980/1879] lr: 8.266e-02, eta: 3 days, 14:42:15, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6348, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.2219 2021-07-09 03:41:04,669 - mmaction - INFO - Epoch [71][1000/1879] lr: 8.266e-02, eta: 3 days, 14:41:55, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6543, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.1581 2021-07-09 03:41:21,743 - mmaction - INFO - Epoch [71][1020/1879] lr: 8.266e-02, eta: 3 days, 14:41:35, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6520, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.1882 2021-07-09 03:41:38,688 - mmaction - INFO - Epoch [71][1040/1879] lr: 8.266e-02, eta: 3 days, 14:41:15, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6359, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.2157 2021-07-09 03:41:55,838 - mmaction - INFO - Epoch [71][1060/1879] lr: 8.266e-02, eta: 3 days, 14:40:55, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6535, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.1928 2021-07-09 03:42:12,808 - mmaction - INFO - Epoch [71][1080/1879] lr: 8.266e-02, eta: 3 days, 14:40:35, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6328, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.2698 2021-07-09 03:42:29,905 - mmaction - INFO - Epoch [71][1100/1879] lr: 8.266e-02, eta: 3 days, 14:40:14, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6387, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.1978 2021-07-09 03:42:47,005 - mmaction - INFO - Epoch [71][1120/1879] lr: 8.266e-02, eta: 3 days, 14:39:54, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6500, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.1955 2021-07-09 03:43:04,094 - mmaction - INFO - Epoch [71][1140/1879] lr: 8.266e-02, eta: 3 days, 14:39:34, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6461, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.2125 2021-07-09 03:43:21,109 - mmaction - INFO - Epoch [71][1160/1879] lr: 8.266e-02, eta: 3 days, 14:39:14, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6426, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.1966 2021-07-09 03:43:38,312 - mmaction - INFO - Epoch [71][1180/1879] lr: 8.266e-02, eta: 3 days, 14:38:54, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6473, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.2306 2021-07-09 03:43:55,317 - mmaction - INFO - Epoch [71][1200/1879] lr: 8.266e-02, eta: 3 days, 14:38:34, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6367, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.2418 2021-07-09 03:44:12,531 - mmaction - INFO - Epoch [71][1220/1879] lr: 8.266e-02, eta: 3 days, 14:38:14, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6387, loss_cls: 2.7388, loss: 2.7388, grad_norm: 2.1965 2021-07-09 03:44:29,525 - mmaction - INFO - Epoch [71][1240/1879] lr: 8.266e-02, eta: 3 days, 14:37:54, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6418, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.2079 2021-07-09 03:44:46,628 - mmaction - INFO - Epoch [71][1260/1879] lr: 8.266e-02, eta: 3 days, 14:37:34, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6441, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.2224 2021-07-09 03:45:03,791 - mmaction - INFO - Epoch [71][1280/1879] lr: 8.266e-02, eta: 3 days, 14:37:14, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6336, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.2263 2021-07-09 03:45:20,717 - mmaction - INFO - Epoch [71][1300/1879] lr: 8.266e-02, eta: 3 days, 14:36:54, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.2089 2021-07-09 03:45:37,741 - mmaction - INFO - Epoch [71][1320/1879] lr: 8.266e-02, eta: 3 days, 14:36:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6324, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.2419 2021-07-09 03:45:54,808 - mmaction - INFO - Epoch [71][1340/1879] lr: 8.266e-02, eta: 3 days, 14:36:13, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6547, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.1554 2021-07-09 03:46:11,967 - mmaction - INFO - Epoch [71][1360/1879] lr: 8.266e-02, eta: 3 days, 14:35:53, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6629, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.1594 2021-07-09 03:46:28,920 - mmaction - INFO - Epoch [71][1380/1879] lr: 8.266e-02, eta: 3 days, 14:35:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6340, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.2559 2021-07-09 03:46:45,958 - mmaction - INFO - Epoch [71][1400/1879] lr: 8.266e-02, eta: 3 days, 14:35:13, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6340, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.1890 2021-07-09 03:47:02,987 - mmaction - INFO - Epoch [71][1420/1879] lr: 8.266e-02, eta: 3 days, 14:34:53, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6488, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.2530 2021-07-09 03:47:20,116 - mmaction - INFO - Epoch [71][1440/1879] lr: 8.266e-02, eta: 3 days, 14:34:33, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6383, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.1763 2021-07-09 03:47:37,261 - mmaction - INFO - Epoch [71][1460/1879] lr: 8.266e-02, eta: 3 days, 14:34:13, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6395, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.2086 2021-07-09 03:47:54,390 - mmaction - INFO - Epoch [71][1480/1879] lr: 8.266e-02, eta: 3 days, 14:33:53, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6551, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.2503 2021-07-09 03:48:11,538 - mmaction - INFO - Epoch [71][1500/1879] lr: 8.266e-02, eta: 3 days, 14:33:33, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6156, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.2000 2021-07-09 03:48:28,577 - mmaction - INFO - Epoch [71][1520/1879] lr: 8.266e-02, eta: 3 days, 14:33:13, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6160, loss_cls: 2.8875, loss: 2.8875, grad_norm: 2.2110 2021-07-09 03:48:45,730 - mmaction - INFO - Epoch [71][1540/1879] lr: 8.266e-02, eta: 3 days, 14:32:53, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6504, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.1645 2021-07-09 03:49:02,724 - mmaction - INFO - Epoch [71][1560/1879] lr: 8.266e-02, eta: 3 days, 14:32:32, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6422, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.2353 2021-07-09 03:49:19,678 - mmaction - INFO - Epoch [71][1580/1879] lr: 8.266e-02, eta: 3 days, 14:32:12, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6445, loss_cls: 2.7008, loss: 2.7008, grad_norm: 2.1843 2021-07-09 03:49:36,804 - mmaction - INFO - Epoch [71][1600/1879] lr: 8.266e-02, eta: 3 days, 14:31:52, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6379, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.2016 2021-07-09 03:49:53,916 - mmaction - INFO - Epoch [71][1620/1879] lr: 8.266e-02, eta: 3 days, 14:31:32, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6355, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.1453 2021-07-09 03:50:11,042 - mmaction - INFO - Epoch [71][1640/1879] lr: 8.266e-02, eta: 3 days, 14:31:12, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6473, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.2284 2021-07-09 03:50:28,064 - mmaction - INFO - Epoch [71][1660/1879] lr: 8.266e-02, eta: 3 days, 14:30:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.7152, loss: 2.7152, grad_norm: 2.1589 2021-07-09 03:50:45,244 - mmaction - INFO - Epoch [71][1680/1879] lr: 8.266e-02, eta: 3 days, 14:30:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6445, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.1700 2021-07-09 03:51:02,415 - mmaction - INFO - Epoch [71][1700/1879] lr: 8.266e-02, eta: 3 days, 14:30:12, time: 0.862, data_time: 0.008, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6438, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.2590 2021-07-09 03:51:19,659 - mmaction - INFO - Epoch [71][1720/1879] lr: 8.266e-02, eta: 3 days, 14:29:53, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.2429 2021-07-09 03:51:36,674 - mmaction - INFO - Epoch [71][1740/1879] lr: 8.266e-02, eta: 3 days, 14:29:32, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6363, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.2822 2021-07-09 03:51:53,850 - mmaction - INFO - Epoch [71][1760/1879] lr: 8.266e-02, eta: 3 days, 14:29:12, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6152, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.2612 2021-07-09 03:52:10,816 - mmaction - INFO - Epoch [71][1780/1879] lr: 8.266e-02, eta: 3 days, 14:28:52, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6473, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.2068 2021-07-09 03:52:27,940 - mmaction - INFO - Epoch [71][1800/1879] lr: 8.266e-02, eta: 3 days, 14:28:32, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6359, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.2245 2021-07-09 03:52:45,004 - mmaction - INFO - Epoch [71][1820/1879] lr: 8.266e-02, eta: 3 days, 14:28:12, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6398, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.2166 2021-07-09 03:53:02,355 - mmaction - INFO - Epoch [71][1840/1879] lr: 8.266e-02, eta: 3 days, 14:27:53, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6375, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.1924 2021-07-09 03:53:19,538 - mmaction - INFO - Epoch [71][1860/1879] lr: 8.266e-02, eta: 3 days, 14:27:33, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6195, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.2587 2021-07-09 03:53:43,530 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 03:53:43,534 - mmaction - INFO - 106 BN found 2021-07-09 03:58:16,060 - mmaction - INFO - BN stats updated 2021-07-09 04:00:22,107 - mmaction - INFO - Epoch [72][20/1879] lr: 8.219e-02, eta: 3 days, 14:30:50, time: 6.199, data_time: 5.326, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6500, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.2153 2021-07-09 04:00:38,582 - mmaction - INFO - Epoch [72][40/1879] lr: 8.219e-02, eta: 3 days, 14:30:28, time: 0.825, data_time: 0.009, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6457, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.1829 2021-07-09 04:00:55,049 - mmaction - INFO - Epoch [72][60/1879] lr: 8.219e-02, eta: 3 days, 14:30:07, time: 0.821, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6488, loss_cls: 2.6770, loss: 2.6770, grad_norm: 2.1993 2021-07-09 04:01:11,598 - mmaction - INFO - Epoch [72][80/1879] lr: 8.219e-02, eta: 3 days, 14:29:45, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6344, loss_cls: 2.7364, loss: 2.7364, grad_norm: 2.1702 2021-07-09 04:01:28,150 - mmaction - INFO - Epoch [72][100/1879] lr: 8.219e-02, eta: 3 days, 14:29:24, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6340, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.1913 2021-07-09 04:01:44,672 - mmaction - INFO - Epoch [72][120/1879] lr: 8.219e-02, eta: 3 days, 14:29:02, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.1660 2021-07-09 04:02:01,401 - mmaction - INFO - Epoch [72][140/1879] lr: 8.219e-02, eta: 3 days, 14:28:41, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6348, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.2374 2021-07-09 04:02:18,135 - mmaction - INFO - Epoch [72][160/1879] lr: 8.219e-02, eta: 3 days, 14:28:20, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6387, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.1521 2021-07-09 04:02:35,020 - mmaction - INFO - Epoch [72][180/1879] lr: 8.219e-02, eta: 3 days, 14:28:00, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6543, loss_cls: 2.6888, loss: 2.6888, grad_norm: 2.2081 2021-07-09 04:02:51,854 - mmaction - INFO - Epoch [72][200/1879] lr: 8.219e-02, eta: 3 days, 14:27:39, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6473, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.2036 2021-07-09 04:03:08,981 - mmaction - INFO - Epoch [72][220/1879] lr: 8.219e-02, eta: 3 days, 14:27:19, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6355, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.2338 2021-07-09 04:03:25,941 - mmaction - INFO - Epoch [72][240/1879] lr: 8.219e-02, eta: 3 days, 14:26:59, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6293, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.2254 2021-07-09 04:03:43,014 - mmaction - INFO - Epoch [72][260/1879] lr: 8.219e-02, eta: 3 days, 14:26:38, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6312, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.2029 2021-07-09 04:04:00,113 - mmaction - INFO - Epoch [72][280/1879] lr: 8.219e-02, eta: 3 days, 14:26:18, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6684, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.2250 2021-07-09 04:04:17,090 - mmaction - INFO - Epoch [72][300/1879] lr: 8.219e-02, eta: 3 days, 14:25:58, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6508, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.2269 2021-07-09 04:04:34,138 - mmaction - INFO - Epoch [72][320/1879] lr: 8.219e-02, eta: 3 days, 14:25:38, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6539, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.1994 2021-07-09 04:04:51,225 - mmaction - INFO - Epoch [72][340/1879] lr: 8.219e-02, eta: 3 days, 14:25:18, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6430, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.2464 2021-07-09 04:05:08,233 - mmaction - INFO - Epoch [72][360/1879] lr: 8.219e-02, eta: 3 days, 14:24:58, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6441, loss_cls: 2.6696, loss: 2.6696, grad_norm: 2.1815 2021-07-09 04:05:25,370 - mmaction - INFO - Epoch [72][380/1879] lr: 8.219e-02, eta: 3 days, 14:24:38, time: 0.857, data_time: 0.000, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6414, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.2304 2021-07-09 04:05:42,472 - mmaction - INFO - Epoch [72][400/1879] lr: 8.219e-02, eta: 3 days, 14:24:17, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6398, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.2697 2021-07-09 04:05:59,601 - mmaction - INFO - Epoch [72][420/1879] lr: 8.219e-02, eta: 3 days, 14:23:58, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6457, loss_cls: 2.6861, loss: 2.6861, grad_norm: 2.1589 2021-07-09 04:06:16,693 - mmaction - INFO - Epoch [72][440/1879] lr: 8.219e-02, eta: 3 days, 14:23:37, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6703, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.2420 2021-07-09 04:06:33,826 - mmaction - INFO - Epoch [72][460/1879] lr: 8.219e-02, eta: 3 days, 14:23:17, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6344, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.2278 2021-07-09 04:06:51,077 - mmaction - INFO - Epoch [72][480/1879] lr: 8.219e-02, eta: 3 days, 14:22:58, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6465, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.1763 2021-07-09 04:07:08,120 - mmaction - INFO - Epoch [72][500/1879] lr: 8.219e-02, eta: 3 days, 14:22:38, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6367, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.2157 2021-07-09 04:07:25,163 - mmaction - INFO - Epoch [72][520/1879] lr: 8.219e-02, eta: 3 days, 14:22:18, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6586, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.2121 2021-07-09 04:07:42,209 - mmaction - INFO - Epoch [72][540/1879] lr: 8.219e-02, eta: 3 days, 14:21:57, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6520, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.2078 2021-07-09 04:07:59,265 - mmaction - INFO - Epoch [72][560/1879] lr: 8.219e-02, eta: 3 days, 14:21:37, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6371, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.2699 2021-07-09 04:08:16,350 - mmaction - INFO - Epoch [72][580/1879] lr: 8.219e-02, eta: 3 days, 14:21:17, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6449, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.2176 2021-07-09 04:08:33,440 - mmaction - INFO - Epoch [72][600/1879] lr: 8.219e-02, eta: 3 days, 14:20:57, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.2425 2021-07-09 04:08:50,574 - mmaction - INFO - Epoch [72][620/1879] lr: 8.219e-02, eta: 3 days, 14:20:37, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6566, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.2251 2021-07-09 04:09:07,676 - mmaction - INFO - Epoch [72][640/1879] lr: 8.219e-02, eta: 3 days, 14:20:17, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6520, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.2190 2021-07-09 04:09:24,953 - mmaction - INFO - Epoch [72][660/1879] lr: 8.219e-02, eta: 3 days, 14:19:58, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6484, loss_cls: 2.6928, loss: 2.6928, grad_norm: 2.2657 2021-07-09 04:09:42,115 - mmaction - INFO - Epoch [72][680/1879] lr: 8.219e-02, eta: 3 days, 14:19:38, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6316, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.2127 2021-07-09 04:09:59,238 - mmaction - INFO - Epoch [72][700/1879] lr: 8.219e-02, eta: 3 days, 14:19:18, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6500, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.2552 2021-07-09 04:10:16,337 - mmaction - INFO - Epoch [72][720/1879] lr: 8.219e-02, eta: 3 days, 14:18:58, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6488, loss_cls: 2.6776, loss: 2.6776, grad_norm: 2.1687 2021-07-09 04:10:33,425 - mmaction - INFO - Epoch [72][740/1879] lr: 8.219e-02, eta: 3 days, 14:18:38, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.2044 2021-07-09 04:10:50,641 - mmaction - INFO - Epoch [72][760/1879] lr: 8.219e-02, eta: 3 days, 14:18:18, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.6966, loss: 2.6966, grad_norm: 2.1797 2021-07-09 04:11:07,705 - mmaction - INFO - Epoch [72][780/1879] lr: 8.219e-02, eta: 3 days, 14:17:58, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6449, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.1937 2021-07-09 04:11:24,772 - mmaction - INFO - Epoch [72][800/1879] lr: 8.219e-02, eta: 3 days, 14:17:38, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6434, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.1709 2021-07-09 04:11:41,918 - mmaction - INFO - Epoch [72][820/1879] lr: 8.219e-02, eta: 3 days, 14:17:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.7257, loss: 2.7257, grad_norm: 2.2165 2021-07-09 04:11:59,074 - mmaction - INFO - Epoch [72][840/1879] lr: 8.219e-02, eta: 3 days, 14:16:58, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6598, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.1928 2021-07-09 04:12:16,265 - mmaction - INFO - Epoch [72][860/1879] lr: 8.219e-02, eta: 3 days, 14:16:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6598, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.1701 2021-07-09 04:12:33,330 - mmaction - INFO - Epoch [72][880/1879] lr: 8.219e-02, eta: 3 days, 14:16:18, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.2141 2021-07-09 04:12:50,447 - mmaction - INFO - Epoch [72][900/1879] lr: 8.219e-02, eta: 3 days, 14:15:58, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.2625 2021-07-09 04:13:07,688 - mmaction - INFO - Epoch [72][920/1879] lr: 8.219e-02, eta: 3 days, 14:15:38, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6410, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.2158 2021-07-09 04:13:24,772 - mmaction - INFO - Epoch [72][940/1879] lr: 8.219e-02, eta: 3 days, 14:15:18, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6594, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.2049 2021-07-09 04:13:41,904 - mmaction - INFO - Epoch [72][960/1879] lr: 8.219e-02, eta: 3 days, 14:14:58, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6477, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.2187 2021-07-09 04:13:58,841 - mmaction - INFO - Epoch [72][980/1879] lr: 8.219e-02, eta: 3 days, 14:14:38, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6430, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.2671 2021-07-09 04:14:15,938 - mmaction - INFO - Epoch [72][1000/1879] lr: 8.219e-02, eta: 3 days, 14:14:18, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6371, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.2778 2021-07-09 04:14:33,023 - mmaction - INFO - Epoch [72][1020/1879] lr: 8.219e-02, eta: 3 days, 14:13:58, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.2492 2021-07-09 04:14:50,325 - mmaction - INFO - Epoch [72][1040/1879] lr: 8.219e-02, eta: 3 days, 14:13:38, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6242, loss_cls: 2.8677, loss: 2.8677, grad_norm: 2.2217 2021-07-09 04:15:07,531 - mmaction - INFO - Epoch [72][1060/1879] lr: 8.219e-02, eta: 3 days, 14:13:19, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6246, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.2097 2021-07-09 04:15:24,655 - mmaction - INFO - Epoch [72][1080/1879] lr: 8.219e-02, eta: 3 days, 14:12:59, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6488, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.2009 2021-07-09 04:15:41,806 - mmaction - INFO - Epoch [72][1100/1879] lr: 8.219e-02, eta: 3 days, 14:12:39, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6426, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.2111 2021-07-09 04:15:58,967 - mmaction - INFO - Epoch [72][1120/1879] lr: 8.219e-02, eta: 3 days, 14:12:19, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6387, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.2027 2021-07-09 04:16:16,150 - mmaction - INFO - Epoch [72][1140/1879] lr: 8.219e-02, eta: 3 days, 14:11:59, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6430, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.1996 2021-07-09 04:16:33,379 - mmaction - INFO - Epoch [72][1160/1879] lr: 8.219e-02, eta: 3 days, 14:11:39, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.1960 2021-07-09 04:16:50,575 - mmaction - INFO - Epoch [72][1180/1879] lr: 8.219e-02, eta: 3 days, 14:11:20, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6406, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.2470 2021-07-09 04:17:07,689 - mmaction - INFO - Epoch [72][1200/1879] lr: 8.219e-02, eta: 3 days, 14:11:00, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6395, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.2170 2021-07-09 04:17:25,004 - mmaction - INFO - Epoch [72][1220/1879] lr: 8.219e-02, eta: 3 days, 14:10:40, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6438, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.2027 2021-07-09 04:17:42,218 - mmaction - INFO - Epoch [72][1240/1879] lr: 8.219e-02, eta: 3 days, 14:10:20, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6488, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.2253 2021-07-09 04:17:59,256 - mmaction - INFO - Epoch [72][1260/1879] lr: 8.219e-02, eta: 3 days, 14:10:00, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6277, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.2275 2021-07-09 04:18:16,354 - mmaction - INFO - Epoch [72][1280/1879] lr: 8.219e-02, eta: 3 days, 14:09:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.2418 2021-07-09 04:18:33,434 - mmaction - INFO - Epoch [72][1300/1879] lr: 8.219e-02, eta: 3 days, 14:09:20, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6301, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.2311 2021-07-09 04:18:50,559 - mmaction - INFO - Epoch [72][1320/1879] lr: 8.219e-02, eta: 3 days, 14:09:00, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6289, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.2656 2021-07-09 04:19:07,580 - mmaction - INFO - Epoch [72][1340/1879] lr: 8.219e-02, eta: 3 days, 14:08:40, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6535, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.1934 2021-07-09 04:19:24,618 - mmaction - INFO - Epoch [72][1360/1879] lr: 8.219e-02, eta: 3 days, 14:08:20, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.1952 2021-07-09 04:19:41,786 - mmaction - INFO - Epoch [72][1380/1879] lr: 8.219e-02, eta: 3 days, 14:08:00, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6496, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.2052 2021-07-09 04:19:58,915 - mmaction - INFO - Epoch [72][1400/1879] lr: 8.219e-02, eta: 3 days, 14:07:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6301, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.2585 2021-07-09 04:20:16,098 - mmaction - INFO - Epoch [72][1420/1879] lr: 8.219e-02, eta: 3 days, 14:07:21, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6215, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.1923 2021-07-09 04:20:33,207 - mmaction - INFO - Epoch [72][1440/1879] lr: 8.219e-02, eta: 3 days, 14:07:01, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6348, loss_cls: 2.7594, loss: 2.7594, grad_norm: 2.1773 2021-07-09 04:20:50,304 - mmaction - INFO - Epoch [72][1460/1879] lr: 8.219e-02, eta: 3 days, 14:06:41, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6336, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2249 2021-07-09 04:21:07,334 - mmaction - INFO - Epoch [72][1480/1879] lr: 8.219e-02, eta: 3 days, 14:06:20, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6375, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.1986 2021-07-09 04:21:24,488 - mmaction - INFO - Epoch [72][1500/1879] lr: 8.219e-02, eta: 3 days, 14:06:00, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6363, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.2276 2021-07-09 04:21:41,525 - mmaction - INFO - Epoch [72][1520/1879] lr: 8.219e-02, eta: 3 days, 14:05:40, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6395, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.1890 2021-07-09 04:21:58,675 - mmaction - INFO - Epoch [72][1540/1879] lr: 8.219e-02, eta: 3 days, 14:05:21, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6582, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.2182 2021-07-09 04:22:15,748 - mmaction - INFO - Epoch [72][1560/1879] lr: 8.219e-02, eta: 3 days, 14:05:01, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.1791 2021-07-09 04:22:32,979 - mmaction - INFO - Epoch [72][1580/1879] lr: 8.219e-02, eta: 3 days, 14:04:41, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.2524 2021-07-09 04:22:50,079 - mmaction - INFO - Epoch [72][1600/1879] lr: 8.219e-02, eta: 3 days, 14:04:21, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6406, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.2247 2021-07-09 04:23:07,261 - mmaction - INFO - Epoch [72][1620/1879] lr: 8.219e-02, eta: 3 days, 14:04:01, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6387, loss_cls: 2.7117, loss: 2.7117, grad_norm: 2.1941 2021-07-09 04:23:24,199 - mmaction - INFO - Epoch [72][1640/1879] lr: 8.219e-02, eta: 3 days, 14:03:41, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6391, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.2220 2021-07-09 04:23:41,401 - mmaction - INFO - Epoch [72][1660/1879] lr: 8.219e-02, eta: 3 days, 14:03:21, time: 0.859, data_time: 0.000, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6309, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1783 2021-07-09 04:23:58,620 - mmaction - INFO - Epoch [72][1680/1879] lr: 8.219e-02, eta: 3 days, 14:03:01, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6629, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.1865 2021-07-09 04:24:15,751 - mmaction - INFO - Epoch [72][1700/1879] lr: 8.219e-02, eta: 3 days, 14:02:41, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6480, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.2285 2021-07-09 04:24:33,058 - mmaction - INFO - Epoch [72][1720/1879] lr: 8.219e-02, eta: 3 days, 14:02:22, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.2143 2021-07-09 04:24:50,207 - mmaction - INFO - Epoch [72][1740/1879] lr: 8.219e-02, eta: 3 days, 14:02:02, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6555, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.2017 2021-07-09 04:25:07,451 - mmaction - INFO - Epoch [72][1760/1879] lr: 8.219e-02, eta: 3 days, 14:01:42, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.2110 2021-07-09 04:25:24,504 - mmaction - INFO - Epoch [72][1780/1879] lr: 8.219e-02, eta: 3 days, 14:01:22, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6336, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.1951 2021-07-09 04:25:41,653 - mmaction - INFO - Epoch [72][1800/1879] lr: 8.219e-02, eta: 3 days, 14:01:02, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.2041 2021-07-09 04:25:58,696 - mmaction - INFO - Epoch [72][1820/1879] lr: 8.219e-02, eta: 3 days, 14:00:42, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6230, loss_cls: 2.8224, loss: 2.8224, grad_norm: 2.2051 2021-07-09 04:26:15,850 - mmaction - INFO - Epoch [72][1840/1879] lr: 8.219e-02, eta: 3 days, 14:00:23, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6461, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.1928 2021-07-09 04:26:33,056 - mmaction - INFO - Epoch [72][1860/1879] lr: 8.219e-02, eta: 3 days, 14:00:03, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6457, loss_cls: 2.7192, loss: 2.7192, grad_norm: 2.2039 2021-07-09 04:26:54,752 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 04:26:54,757 - mmaction - INFO - 106 BN found 2021-07-09 04:31:31,534 - mmaction - INFO - BN stats updated 2021-07-09 04:31:33,548 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-07-09 04:33:37,009 - mmaction - INFO - Epoch [73][20/1879] lr: 8.172e-02, eta: 3 days, 14:03:11, time: 6.105, data_time: 5.223, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6574, loss_cls: 2.6725, loss: 2.6725, grad_norm: 2.1983 2021-07-09 04:33:53,613 - mmaction - INFO - Epoch [73][40/1879] lr: 8.172e-02, eta: 3 days, 14:02:49, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6504, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2336 2021-07-09 04:34:10,066 - mmaction - INFO - Epoch [73][60/1879] lr: 8.172e-02, eta: 3 days, 14:02:28, time: 0.822, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6410, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.2766 2021-07-09 04:34:26,641 - mmaction - INFO - Epoch [73][80/1879] lr: 8.172e-02, eta: 3 days, 14:02:06, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6566, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.1990 2021-07-09 04:34:43,367 - mmaction - INFO - Epoch [73][100/1879] lr: 8.172e-02, eta: 3 days, 14:01:45, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6371, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.2113 2021-07-09 04:35:00,127 - mmaction - INFO - Epoch [73][120/1879] lr: 8.172e-02, eta: 3 days, 14:01:24, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6430, loss_cls: 2.6928, loss: 2.6928, grad_norm: 2.1685 2021-07-09 04:35:16,884 - mmaction - INFO - Epoch [73][140/1879] lr: 8.172e-02, eta: 3 days, 14:01:03, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6484, loss_cls: 2.7460, loss: 2.7460, grad_norm: 2.2379 2021-07-09 04:35:33,658 - mmaction - INFO - Epoch [73][160/1879] lr: 8.172e-02, eta: 3 days, 14:00:43, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6410, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.2227 2021-07-09 04:35:50,436 - mmaction - INFO - Epoch [73][180/1879] lr: 8.172e-02, eta: 3 days, 14:00:22, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6477, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.1632 2021-07-09 04:36:07,454 - mmaction - INFO - Epoch [73][200/1879] lr: 8.172e-02, eta: 3 days, 14:00:02, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6297, loss_cls: 2.7778, loss: 2.7778, grad_norm: 2.2549 2021-07-09 04:36:24,317 - mmaction - INFO - Epoch [73][220/1879] lr: 8.172e-02, eta: 3 days, 13:59:41, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6566, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.2238 2021-07-09 04:36:41,371 - mmaction - INFO - Epoch [73][240/1879] lr: 8.172e-02, eta: 3 days, 13:59:21, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6566, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.2381 2021-07-09 04:36:58,601 - mmaction - INFO - Epoch [73][260/1879] lr: 8.172e-02, eta: 3 days, 13:59:01, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6543, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.2070 2021-07-09 04:37:15,652 - mmaction - INFO - Epoch [73][280/1879] lr: 8.172e-02, eta: 3 days, 13:58:41, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6430, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.2504 2021-07-09 04:37:32,807 - mmaction - INFO - Epoch [73][300/1879] lr: 8.172e-02, eta: 3 days, 13:58:21, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.8190, loss: 2.8190, grad_norm: 2.2521 2021-07-09 04:37:49,755 - mmaction - INFO - Epoch [73][320/1879] lr: 8.172e-02, eta: 3 days, 13:58:01, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6555, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.1663 2021-07-09 04:38:06,824 - mmaction - INFO - Epoch [73][340/1879] lr: 8.172e-02, eta: 3 days, 13:57:41, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6375, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.2256 2021-07-09 04:38:23,794 - mmaction - INFO - Epoch [73][360/1879] lr: 8.172e-02, eta: 3 days, 13:57:20, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6418, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.1734 2021-07-09 04:38:40,779 - mmaction - INFO - Epoch [73][380/1879] lr: 8.172e-02, eta: 3 days, 13:57:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6461, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.2538 2021-07-09 04:38:57,872 - mmaction - INFO - Epoch [73][400/1879] lr: 8.172e-02, eta: 3 days, 13:56:40, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2241 2021-07-09 04:39:14,910 - mmaction - INFO - Epoch [73][420/1879] lr: 8.172e-02, eta: 3 days, 13:56:20, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6410, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.2631 2021-07-09 04:39:31,895 - mmaction - INFO - Epoch [73][440/1879] lr: 8.172e-02, eta: 3 days, 13:56:00, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6461, loss_cls: 2.6819, loss: 2.6819, grad_norm: 2.2035 2021-07-09 04:39:49,118 - mmaction - INFO - Epoch [73][460/1879] lr: 8.172e-02, eta: 3 days, 13:55:40, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6523, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.1784 2021-07-09 04:40:06,125 - mmaction - INFO - Epoch [73][480/1879] lr: 8.172e-02, eta: 3 days, 13:55:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6551, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.2083 2021-07-09 04:40:23,147 - mmaction - INFO - Epoch [73][500/1879] lr: 8.172e-02, eta: 3 days, 13:54:59, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6410, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.2171 2021-07-09 04:40:40,215 - mmaction - INFO - Epoch [73][520/1879] lr: 8.172e-02, eta: 3 days, 13:54:39, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6609, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.1877 2021-07-09 04:40:57,378 - mmaction - INFO - Epoch [73][540/1879] lr: 8.172e-02, eta: 3 days, 13:54:20, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6289, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.2309 2021-07-09 04:41:14,286 - mmaction - INFO - Epoch [73][560/1879] lr: 8.172e-02, eta: 3 days, 13:53:59, time: 0.844, data_time: 0.000, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6363, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.2176 2021-07-09 04:41:31,543 - mmaction - INFO - Epoch [73][580/1879] lr: 8.172e-02, eta: 3 days, 13:53:40, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6395, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.2503 2021-07-09 04:41:48,894 - mmaction - INFO - Epoch [73][600/1879] lr: 8.172e-02, eta: 3 days, 13:53:20, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6480, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.1898 2021-07-09 04:42:06,042 - mmaction - INFO - Epoch [73][620/1879] lr: 8.172e-02, eta: 3 days, 13:53:00, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6578, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.1883 2021-07-09 04:42:23,057 - mmaction - INFO - Epoch [73][640/1879] lr: 8.172e-02, eta: 3 days, 13:52:40, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6473, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.2268 2021-07-09 04:42:40,095 - mmaction - INFO - Epoch [73][660/1879] lr: 8.172e-02, eta: 3 days, 13:52:20, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6539, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.2491 2021-07-09 04:42:57,072 - mmaction - INFO - Epoch [73][680/1879] lr: 8.172e-02, eta: 3 days, 13:52:00, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6617, loss_cls: 2.6529, loss: 2.6529, grad_norm: 2.2754 2021-07-09 04:43:14,175 - mmaction - INFO - Epoch [73][700/1879] lr: 8.172e-02, eta: 3 days, 13:51:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6637, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.2811 2021-07-09 04:43:31,066 - mmaction - INFO - Epoch [73][720/1879] lr: 8.172e-02, eta: 3 days, 13:51:19, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.2665 2021-07-09 04:43:48,058 - mmaction - INFO - Epoch [73][740/1879] lr: 8.172e-02, eta: 3 days, 13:50:59, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6367, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.2691 2021-07-09 04:44:05,109 - mmaction - INFO - Epoch [73][760/1879] lr: 8.172e-02, eta: 3 days, 13:50:39, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6434, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.2009 2021-07-09 04:44:22,262 - mmaction - INFO - Epoch [73][780/1879] lr: 8.172e-02, eta: 3 days, 13:50:19, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.1990 2021-07-09 04:44:39,338 - mmaction - INFO - Epoch [73][800/1879] lr: 8.172e-02, eta: 3 days, 13:49:59, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6441, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.2547 2021-07-09 04:44:56,415 - mmaction - INFO - Epoch [73][820/1879] lr: 8.172e-02, eta: 3 days, 13:49:39, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6445, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.2930 2021-07-09 04:45:13,573 - mmaction - INFO - Epoch [73][840/1879] lr: 8.172e-02, eta: 3 days, 13:49:19, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6266, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.3161 2021-07-09 04:45:30,851 - mmaction - INFO - Epoch [73][860/1879] lr: 8.172e-02, eta: 3 days, 13:48:59, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6387, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.2193 2021-07-09 04:45:47,793 - mmaction - INFO - Epoch [73][880/1879] lr: 8.172e-02, eta: 3 days, 13:48:39, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6492, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.2061 2021-07-09 04:46:04,925 - mmaction - INFO - Epoch [73][900/1879] lr: 8.172e-02, eta: 3 days, 13:48:19, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.2673 2021-07-09 04:46:22,104 - mmaction - INFO - Epoch [73][920/1879] lr: 8.172e-02, eta: 3 days, 13:47:59, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6254, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.2402 2021-07-09 04:46:39,215 - mmaction - INFO - Epoch [73][940/1879] lr: 8.172e-02, eta: 3 days, 13:47:39, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6348, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.2345 2021-07-09 04:46:56,147 - mmaction - INFO - Epoch [73][960/1879] lr: 8.172e-02, eta: 3 days, 13:47:19, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6422, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.2449 2021-07-09 04:47:13,114 - mmaction - INFO - Epoch [73][980/1879] lr: 8.172e-02, eta: 3 days, 13:46:59, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6398, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.2125 2021-07-09 04:47:30,109 - mmaction - INFO - Epoch [73][1000/1879] lr: 8.172e-02, eta: 3 days, 13:46:38, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6355, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.2372 2021-07-09 04:47:47,091 - mmaction - INFO - Epoch [73][1020/1879] lr: 8.172e-02, eta: 3 days, 13:46:18, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6379, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.2105 2021-07-09 04:48:04,059 - mmaction - INFO - Epoch [73][1040/1879] lr: 8.172e-02, eta: 3 days, 13:45:58, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6355, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.2218 2021-07-09 04:48:21,234 - mmaction - INFO - Epoch [73][1060/1879] lr: 8.172e-02, eta: 3 days, 13:45:38, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6461, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.1523 2021-07-09 04:48:38,253 - mmaction - INFO - Epoch [73][1080/1879] lr: 8.172e-02, eta: 3 days, 13:45:18, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6527, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.2536 2021-07-09 04:48:55,298 - mmaction - INFO - Epoch [73][1100/1879] lr: 8.172e-02, eta: 3 days, 13:44:58, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6461, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.2286 2021-07-09 04:49:12,620 - mmaction - INFO - Epoch [73][1120/1879] lr: 8.172e-02, eta: 3 days, 13:44:38, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6465, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.2537 2021-07-09 04:49:29,686 - mmaction - INFO - Epoch [73][1140/1879] lr: 8.172e-02, eta: 3 days, 13:44:18, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6371, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.2256 2021-07-09 04:49:46,908 - mmaction - INFO - Epoch [73][1160/1879] lr: 8.172e-02, eta: 3 days, 13:43:59, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.2290 2021-07-09 04:50:04,232 - mmaction - INFO - Epoch [73][1180/1879] lr: 8.172e-02, eta: 3 days, 13:43:39, time: 0.865, data_time: 0.000, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7144, loss: 2.7144, grad_norm: 2.2137 2021-07-09 04:50:21,321 - mmaction - INFO - Epoch [73][1200/1879] lr: 8.172e-02, eta: 3 days, 13:43:19, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6551, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.1861 2021-07-09 04:50:38,605 - mmaction - INFO - Epoch [73][1220/1879] lr: 8.172e-02, eta: 3 days, 13:43:00, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6574, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.1898 2021-07-09 04:50:55,723 - mmaction - INFO - Epoch [73][1240/1879] lr: 8.172e-02, eta: 3 days, 13:42:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6457, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.2499 2021-07-09 04:51:12,719 - mmaction - INFO - Epoch [73][1260/1879] lr: 8.172e-02, eta: 3 days, 13:42:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6422, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.2051 2021-07-09 04:51:29,769 - mmaction - INFO - Epoch [73][1280/1879] lr: 8.172e-02, eta: 3 days, 13:41:59, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6219, loss_cls: 2.8491, loss: 2.8491, grad_norm: 2.2363 2021-07-09 04:51:46,934 - mmaction - INFO - Epoch [73][1300/1879] lr: 8.172e-02, eta: 3 days, 13:41:40, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6512, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.1748 2021-07-09 04:52:04,129 - mmaction - INFO - Epoch [73][1320/1879] lr: 8.172e-02, eta: 3 days, 13:41:20, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6465, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.2862 2021-07-09 04:52:21,247 - mmaction - INFO - Epoch [73][1340/1879] lr: 8.172e-02, eta: 3 days, 13:41:00, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6344, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.1920 2021-07-09 04:52:38,444 - mmaction - INFO - Epoch [73][1360/1879] lr: 8.172e-02, eta: 3 days, 13:40:40, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6383, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.1747 2021-07-09 04:52:55,556 - mmaction - INFO - Epoch [73][1380/1879] lr: 8.172e-02, eta: 3 days, 13:40:20, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6371, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.2199 2021-07-09 04:53:12,778 - mmaction - INFO - Epoch [73][1400/1879] lr: 8.172e-02, eta: 3 days, 13:40:01, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6363, loss_cls: 2.7764, loss: 2.7764, grad_norm: 2.2562 2021-07-09 04:53:29,844 - mmaction - INFO - Epoch [73][1420/1879] lr: 8.172e-02, eta: 3 days, 13:39:41, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6480, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.1855 2021-07-09 04:53:47,198 - mmaction - INFO - Epoch [73][1440/1879] lr: 8.172e-02, eta: 3 days, 13:39:21, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6535, loss_cls: 2.6843, loss: 2.6843, grad_norm: 2.1647 2021-07-09 04:54:04,401 - mmaction - INFO - Epoch [73][1460/1879] lr: 8.172e-02, eta: 3 days, 13:39:02, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6418, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.2528 2021-07-09 04:54:21,455 - mmaction - INFO - Epoch [73][1480/1879] lr: 8.172e-02, eta: 3 days, 13:38:42, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6379, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.2197 2021-07-09 04:54:38,596 - mmaction - INFO - Epoch [73][1500/1879] lr: 8.172e-02, eta: 3 days, 13:38:22, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6289, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.2599 2021-07-09 04:54:55,811 - mmaction - INFO - Epoch [73][1520/1879] lr: 8.172e-02, eta: 3 days, 13:38:02, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6555, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.1835 2021-07-09 04:55:13,141 - mmaction - INFO - Epoch [73][1540/1879] lr: 8.172e-02, eta: 3 days, 13:37:43, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6398, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.2217 2021-07-09 04:55:30,364 - mmaction - INFO - Epoch [73][1560/1879] lr: 8.172e-02, eta: 3 days, 13:37:23, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6520, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.1820 2021-07-09 04:55:47,565 - mmaction - INFO - Epoch [73][1580/1879] lr: 8.172e-02, eta: 3 days, 13:37:03, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6438, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.2441 2021-07-09 04:56:04,795 - mmaction - INFO - Epoch [73][1600/1879] lr: 8.172e-02, eta: 3 days, 13:36:44, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6289, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.2596 2021-07-09 04:56:21,961 - mmaction - INFO - Epoch [73][1620/1879] lr: 8.172e-02, eta: 3 days, 13:36:24, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6324, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.2465 2021-07-09 04:56:38,983 - mmaction - INFO - Epoch [73][1640/1879] lr: 8.172e-02, eta: 3 days, 13:36:04, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6414, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.1953 2021-07-09 04:56:56,157 - mmaction - INFO - Epoch [73][1660/1879] lr: 8.172e-02, eta: 3 days, 13:35:44, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6121, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.2239 2021-07-09 04:57:13,226 - mmaction - INFO - Epoch [73][1680/1879] lr: 8.172e-02, eta: 3 days, 13:35:24, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6277, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.1928 2021-07-09 04:57:30,433 - mmaction - INFO - Epoch [73][1700/1879] lr: 8.172e-02, eta: 3 days, 13:35:04, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6512, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.1521 2021-07-09 04:57:47,740 - mmaction - INFO - Epoch [73][1720/1879] lr: 8.172e-02, eta: 3 days, 13:34:45, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6539, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.2188 2021-07-09 04:58:04,768 - mmaction - INFO - Epoch [73][1740/1879] lr: 8.172e-02, eta: 3 days, 13:34:25, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6441, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.1918 2021-07-09 04:58:21,935 - mmaction - INFO - Epoch [73][1760/1879] lr: 8.172e-02, eta: 3 days, 13:34:05, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6398, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.1801 2021-07-09 04:58:39,153 - mmaction - INFO - Epoch [73][1780/1879] lr: 8.172e-02, eta: 3 days, 13:33:45, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6254, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.2152 2021-07-09 04:58:56,454 - mmaction - INFO - Epoch [73][1800/1879] lr: 8.172e-02, eta: 3 days, 13:33:26, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6410, loss_cls: 2.7592, loss: 2.7592, grad_norm: 2.1889 2021-07-09 04:59:13,557 - mmaction - INFO - Epoch [73][1820/1879] lr: 8.172e-02, eta: 3 days, 13:33:06, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.2403 2021-07-09 04:59:30,632 - mmaction - INFO - Epoch [73][1840/1879] lr: 8.172e-02, eta: 3 days, 13:32:46, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6379, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.2338 2021-07-09 04:59:47,997 - mmaction - INFO - Epoch [73][1860/1879] lr: 8.172e-02, eta: 3 days, 13:32:27, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6426, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.1588 2021-07-09 05:00:13,405 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 05:00:13,414 - mmaction - INFO - 106 BN found 2021-07-09 05:04:52,979 - mmaction - INFO - BN stats updated 2021-07-09 05:06:57,340 - mmaction - INFO - Epoch [74][20/1879] lr: 8.124e-02, eta: 3 days, 13:35:31, time: 6.116, data_time: 5.251, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6516, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.1616 2021-07-09 05:07:13,884 - mmaction - INFO - Epoch [74][40/1879] lr: 8.124e-02, eta: 3 days, 13:35:09, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6383, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.2124 2021-07-09 05:07:30,336 - mmaction - INFO - Epoch [74][60/1879] lr: 8.124e-02, eta: 3 days, 13:34:48, time: 0.823, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.2128 2021-07-09 05:07:46,870 - mmaction - INFO - Epoch [74][80/1879] lr: 8.124e-02, eta: 3 days, 13:34:27, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6410, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.2640 2021-07-09 05:08:03,486 - mmaction - INFO - Epoch [74][100/1879] lr: 8.124e-02, eta: 3 days, 13:34:05, time: 0.830, data_time: 0.000, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6379, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.2715 2021-07-09 05:08:20,222 - mmaction - INFO - Epoch [74][120/1879] lr: 8.124e-02, eta: 3 days, 13:33:44, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6441, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.2683 2021-07-09 05:08:37,014 - mmaction - INFO - Epoch [74][140/1879] lr: 8.124e-02, eta: 3 days, 13:33:24, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6508, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.2396 2021-07-09 05:08:53,968 - mmaction - INFO - Epoch [74][160/1879] lr: 8.124e-02, eta: 3 days, 13:33:03, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.2080 2021-07-09 05:09:10,814 - mmaction - INFO - Epoch [74][180/1879] lr: 8.124e-02, eta: 3 days, 13:32:43, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6457, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.2424 2021-07-09 05:09:28,040 - mmaction - INFO - Epoch [74][200/1879] lr: 8.124e-02, eta: 3 days, 13:32:23, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6523, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.1675 2021-07-09 05:09:45,134 - mmaction - INFO - Epoch [74][220/1879] lr: 8.124e-02, eta: 3 days, 13:32:03, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6672, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.2003 2021-07-09 05:10:02,126 - mmaction - INFO - Epoch [74][240/1879] lr: 8.124e-02, eta: 3 days, 13:31:43, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6613, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.2315 2021-07-09 05:10:19,148 - mmaction - INFO - Epoch [74][260/1879] lr: 8.124e-02, eta: 3 days, 13:31:23, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6582, loss_cls: 2.6377, loss: 2.6377, grad_norm: 2.2810 2021-07-09 05:10:36,223 - mmaction - INFO - Epoch [74][280/1879] lr: 8.124e-02, eta: 3 days, 13:31:02, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6434, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.2530 2021-07-09 05:10:53,144 - mmaction - INFO - Epoch [74][300/1879] lr: 8.124e-02, eta: 3 days, 13:30:42, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6363, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.2732 2021-07-09 05:11:10,135 - mmaction - INFO - Epoch [74][320/1879] lr: 8.124e-02, eta: 3 days, 13:30:22, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6359, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.2077 2021-07-09 05:11:27,161 - mmaction - INFO - Epoch [74][340/1879] lr: 8.124e-02, eta: 3 days, 13:30:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6586, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.1947 2021-07-09 05:11:44,223 - mmaction - INFO - Epoch [74][360/1879] lr: 8.124e-02, eta: 3 days, 13:29:42, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6621, loss_cls: 2.7041, loss: 2.7041, grad_norm: 2.2319 2021-07-09 05:12:01,339 - mmaction - INFO - Epoch [74][380/1879] lr: 8.124e-02, eta: 3 days, 13:29:22, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6457, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.2564 2021-07-09 05:12:18,420 - mmaction - INFO - Epoch [74][400/1879] lr: 8.124e-02, eta: 3 days, 13:29:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6410, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.2400 2021-07-09 05:12:35,619 - mmaction - INFO - Epoch [74][420/1879] lr: 8.124e-02, eta: 3 days, 13:28:42, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6500, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.1686 2021-07-09 05:12:52,693 - mmaction - INFO - Epoch [74][440/1879] lr: 8.124e-02, eta: 3 days, 13:28:22, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6570, loss_cls: 2.6568, loss: 2.6568, grad_norm: 2.2589 2021-07-09 05:13:09,673 - mmaction - INFO - Epoch [74][460/1879] lr: 8.124e-02, eta: 3 days, 13:28:02, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6379, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.2750 2021-07-09 05:13:26,735 - mmaction - INFO - Epoch [74][480/1879] lr: 8.124e-02, eta: 3 days, 13:27:42, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6500, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.1970 2021-07-09 05:13:43,793 - mmaction - INFO - Epoch [74][500/1879] lr: 8.124e-02, eta: 3 days, 13:27:22, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6449, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.2328 2021-07-09 05:14:00,798 - mmaction - INFO - Epoch [74][520/1879] lr: 8.124e-02, eta: 3 days, 13:27:01, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6465, loss_cls: 2.6843, loss: 2.6843, grad_norm: 2.2228 2021-07-09 05:14:17,691 - mmaction - INFO - Epoch [74][540/1879] lr: 8.124e-02, eta: 3 days, 13:26:41, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6637, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.2090 2021-07-09 05:14:34,885 - mmaction - INFO - Epoch [74][560/1879] lr: 8.124e-02, eta: 3 days, 13:26:21, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6348, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.2887 2021-07-09 05:14:51,820 - mmaction - INFO - Epoch [74][580/1879] lr: 8.124e-02, eta: 3 days, 13:26:01, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6473, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.2458 2021-07-09 05:15:09,019 - mmaction - INFO - Epoch [74][600/1879] lr: 8.124e-02, eta: 3 days, 13:25:41, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6449, loss_cls: 2.7151, loss: 2.7151, grad_norm: 2.2255 2021-07-09 05:15:25,991 - mmaction - INFO - Epoch [74][620/1879] lr: 8.124e-02, eta: 3 days, 13:25:21, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6570, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.2398 2021-07-09 05:15:43,213 - mmaction - INFO - Epoch [74][640/1879] lr: 8.124e-02, eta: 3 days, 13:25:01, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6531, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.2150 2021-07-09 05:16:00,226 - mmaction - INFO - Epoch [74][660/1879] lr: 8.124e-02, eta: 3 days, 13:24:41, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.2536 2021-07-09 05:16:17,286 - mmaction - INFO - Epoch [74][680/1879] lr: 8.124e-02, eta: 3 days, 13:24:21, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6539, loss_cls: 2.6721, loss: 2.6721, grad_norm: 2.1978 2021-07-09 05:16:34,291 - mmaction - INFO - Epoch [74][700/1879] lr: 8.124e-02, eta: 3 days, 13:24:01, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6348, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.2287 2021-07-09 05:16:51,570 - mmaction - INFO - Epoch [74][720/1879] lr: 8.124e-02, eta: 3 days, 13:23:41, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.2029 2021-07-09 05:17:08,622 - mmaction - INFO - Epoch [74][740/1879] lr: 8.124e-02, eta: 3 days, 13:23:21, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6531, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.1973 2021-07-09 05:17:25,657 - mmaction - INFO - Epoch [74][760/1879] lr: 8.124e-02, eta: 3 days, 13:23:01, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6648, loss_cls: 2.6349, loss: 2.6349, grad_norm: 2.2269 2021-07-09 05:17:42,526 - mmaction - INFO - Epoch [74][780/1879] lr: 8.124e-02, eta: 3 days, 13:22:40, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6535, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.1706 2021-07-09 05:17:59,556 - mmaction - INFO - Epoch [74][800/1879] lr: 8.124e-02, eta: 3 days, 13:22:20, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.2333 2021-07-09 05:18:16,585 - mmaction - INFO - Epoch [74][820/1879] lr: 8.124e-02, eta: 3 days, 13:22:00, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6566, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.2532 2021-07-09 05:18:33,596 - mmaction - INFO - Epoch [74][840/1879] lr: 8.124e-02, eta: 3 days, 13:21:40, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6402, loss_cls: 2.7714, loss: 2.7714, grad_norm: 2.3196 2021-07-09 05:18:50,660 - mmaction - INFO - Epoch [74][860/1879] lr: 8.124e-02, eta: 3 days, 13:21:20, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6453, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.2906 2021-07-09 05:19:07,552 - mmaction - INFO - Epoch [74][880/1879] lr: 8.124e-02, eta: 3 days, 13:21:00, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6293, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.2820 2021-07-09 05:19:24,571 - mmaction - INFO - Epoch [74][900/1879] lr: 8.124e-02, eta: 3 days, 13:20:39, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6441, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.2450 2021-07-09 05:19:41,662 - mmaction - INFO - Epoch [74][920/1879] lr: 8.124e-02, eta: 3 days, 13:20:20, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.2335 2021-07-09 05:19:58,622 - mmaction - INFO - Epoch [74][940/1879] lr: 8.124e-02, eta: 3 days, 13:19:59, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6559, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.1767 2021-07-09 05:20:15,622 - mmaction - INFO - Epoch [74][960/1879] lr: 8.124e-02, eta: 3 days, 13:19:39, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6484, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.2008 2021-07-09 05:20:32,681 - mmaction - INFO - Epoch [74][980/1879] lr: 8.124e-02, eta: 3 days, 13:19:19, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6496, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.2249 2021-07-09 05:20:49,843 - mmaction - INFO - Epoch [74][1000/1879] lr: 8.124e-02, eta: 3 days, 13:18:59, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6398, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.2353 2021-07-09 05:21:06,896 - mmaction - INFO - Epoch [74][1020/1879] lr: 8.124e-02, eta: 3 days, 13:18:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.2609 2021-07-09 05:21:23,822 - mmaction - INFO - Epoch [74][1040/1879] lr: 8.124e-02, eta: 3 days, 13:18:19, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.2399 2021-07-09 05:21:40,997 - mmaction - INFO - Epoch [74][1060/1879] lr: 8.124e-02, eta: 3 days, 13:17:59, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6586, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.2501 2021-07-09 05:21:58,154 - mmaction - INFO - Epoch [74][1080/1879] lr: 8.124e-02, eta: 3 days, 13:17:39, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6402, loss_cls: 2.7605, loss: 2.7605, grad_norm: 2.3144 2021-07-09 05:22:15,223 - mmaction - INFO - Epoch [74][1100/1879] lr: 8.124e-02, eta: 3 days, 13:17:19, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6410, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.2389 2021-07-09 05:22:32,470 - mmaction - INFO - Epoch [74][1120/1879] lr: 8.124e-02, eta: 3 days, 13:17:00, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6328, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.2451 2021-07-09 05:22:49,520 - mmaction - INFO - Epoch [74][1140/1879] lr: 8.124e-02, eta: 3 days, 13:16:40, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6402, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.2627 2021-07-09 05:23:06,680 - mmaction - INFO - Epoch [74][1160/1879] lr: 8.124e-02, eta: 3 days, 13:16:20, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6203, loss_cls: 2.8302, loss: 2.8302, grad_norm: 2.2279 2021-07-09 05:23:23,799 - mmaction - INFO - Epoch [74][1180/1879] lr: 8.124e-02, eta: 3 days, 13:16:00, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6402, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.2482 2021-07-09 05:23:40,958 - mmaction - INFO - Epoch [74][1200/1879] lr: 8.124e-02, eta: 3 days, 13:15:40, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6480, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.2042 2021-07-09 05:23:57,991 - mmaction - INFO - Epoch [74][1220/1879] lr: 8.124e-02, eta: 3 days, 13:15:20, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.1927 2021-07-09 05:24:14,951 - mmaction - INFO - Epoch [74][1240/1879] lr: 8.124e-02, eta: 3 days, 13:15:00, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7559, loss: 2.7559, grad_norm: 2.2241 2021-07-09 05:24:32,257 - mmaction - INFO - Epoch [74][1260/1879] lr: 8.124e-02, eta: 3 days, 13:14:40, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6418, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.2412 2021-07-09 05:24:49,177 - mmaction - INFO - Epoch [74][1280/1879] lr: 8.124e-02, eta: 3 days, 13:14:20, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6574, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.1714 2021-07-09 05:25:06,433 - mmaction - INFO - Epoch [74][1300/1879] lr: 8.124e-02, eta: 3 days, 13:14:00, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6469, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.2238 2021-07-09 05:25:23,430 - mmaction - INFO - Epoch [74][1320/1879] lr: 8.124e-02, eta: 3 days, 13:13:40, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6496, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.2173 2021-07-09 05:25:40,628 - mmaction - INFO - Epoch [74][1340/1879] lr: 8.124e-02, eta: 3 days, 13:13:20, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6484, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.2545 2021-07-09 05:25:57,746 - mmaction - INFO - Epoch [74][1360/1879] lr: 8.124e-02, eta: 3 days, 13:13:00, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6375, loss_cls: 2.7489, loss: 2.7489, grad_norm: 2.2181 2021-07-09 05:26:14,852 - mmaction - INFO - Epoch [74][1380/1879] lr: 8.124e-02, eta: 3 days, 13:12:40, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6410, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.2475 2021-07-09 05:26:31,970 - mmaction - INFO - Epoch [74][1400/1879] lr: 8.124e-02, eta: 3 days, 13:12:21, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6629, loss_cls: 2.6301, loss: 2.6301, grad_norm: 2.2309 2021-07-09 05:26:49,253 - mmaction - INFO - Epoch [74][1420/1879] lr: 8.124e-02, eta: 3 days, 13:12:01, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6379, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.2693 2021-07-09 05:27:06,328 - mmaction - INFO - Epoch [74][1440/1879] lr: 8.124e-02, eta: 3 days, 13:11:41, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6273, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.2507 2021-07-09 05:27:23,292 - mmaction - INFO - Epoch [74][1460/1879] lr: 8.124e-02, eta: 3 days, 13:11:21, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6715, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2406 2021-07-09 05:27:40,442 - mmaction - INFO - Epoch [74][1480/1879] lr: 8.124e-02, eta: 3 days, 13:11:01, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6375, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.2189 2021-07-09 05:27:57,587 - mmaction - INFO - Epoch [74][1500/1879] lr: 8.124e-02, eta: 3 days, 13:10:41, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6535, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.2149 2021-07-09 05:28:14,665 - mmaction - INFO - Epoch [74][1520/1879] lr: 8.124e-02, eta: 3 days, 13:10:21, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6352, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.2527 2021-07-09 05:28:31,858 - mmaction - INFO - Epoch [74][1540/1879] lr: 8.124e-02, eta: 3 days, 13:10:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.2117 2021-07-09 05:28:48,868 - mmaction - INFO - Epoch [74][1560/1879] lr: 8.124e-02, eta: 3 days, 13:09:42, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6523, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.2151 2021-07-09 05:29:06,047 - mmaction - INFO - Epoch [74][1580/1879] lr: 8.124e-02, eta: 3 days, 13:09:22, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6406, loss_cls: 2.7581, loss: 2.7581, grad_norm: 2.2677 2021-07-09 05:29:23,303 - mmaction - INFO - Epoch [74][1600/1879] lr: 8.124e-02, eta: 3 days, 13:09:02, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6602, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.1859 2021-07-09 05:29:40,333 - mmaction - INFO - Epoch [74][1620/1879] lr: 8.124e-02, eta: 3 days, 13:08:42, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6787, loss: 2.6787, grad_norm: 2.2716 2021-07-09 05:29:57,436 - mmaction - INFO - Epoch [74][1640/1879] lr: 8.124e-02, eta: 3 days, 13:08:22, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6230, loss_cls: 2.8198, loss: 2.8198, grad_norm: 2.2364 2021-07-09 05:30:14,347 - mmaction - INFO - Epoch [74][1660/1879] lr: 8.124e-02, eta: 3 days, 13:08:02, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6414, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.1845 2021-07-09 05:30:31,482 - mmaction - INFO - Epoch [74][1680/1879] lr: 8.124e-02, eta: 3 days, 13:07:42, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6594, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.1630 2021-07-09 05:30:48,638 - mmaction - INFO - Epoch [74][1700/1879] lr: 8.124e-02, eta: 3 days, 13:07:22, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6500, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.2638 2021-07-09 05:31:05,769 - mmaction - INFO - Epoch [74][1720/1879] lr: 8.124e-02, eta: 3 days, 13:07:03, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6340, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.2648 2021-07-09 05:31:22,873 - mmaction - INFO - Epoch [74][1740/1879] lr: 8.124e-02, eta: 3 days, 13:06:43, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6543, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.2214 2021-07-09 05:31:40,119 - mmaction - INFO - Epoch [74][1760/1879] lr: 8.124e-02, eta: 3 days, 13:06:23, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6430, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.2562 2021-07-09 05:31:57,208 - mmaction - INFO - Epoch [74][1780/1879] lr: 8.124e-02, eta: 3 days, 13:06:03, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6449, loss_cls: 2.7744, loss: 2.7744, grad_norm: 2.2923 2021-07-09 05:32:14,345 - mmaction - INFO - Epoch [74][1800/1879] lr: 8.124e-02, eta: 3 days, 13:05:43, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6355, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.2376 2021-07-09 05:32:31,464 - mmaction - INFO - Epoch [74][1820/1879] lr: 8.124e-02, eta: 3 days, 13:05:23, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6379, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.1916 2021-07-09 05:32:48,584 - mmaction - INFO - Epoch [74][1840/1879] lr: 8.124e-02, eta: 3 days, 13:05:04, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6344, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.1984 2021-07-09 05:33:05,649 - mmaction - INFO - Epoch [74][1860/1879] lr: 8.124e-02, eta: 3 days, 13:04:43, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6566, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.2279 2021-07-09 05:33:29,780 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 05:33:29,785 - mmaction - INFO - 106 BN found 2021-07-09 05:38:07,087 - mmaction - INFO - BN stats updated 2021-07-09 05:40:08,011 - mmaction - INFO - Epoch [75][20/1879] lr: 8.076e-02, eta: 3 days, 13:07:35, time: 5.945, data_time: 5.073, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6492, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.2707 2021-07-09 05:40:24,788 - mmaction - INFO - Epoch [75][40/1879] lr: 8.076e-02, eta: 3 days, 13:07:14, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6629, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.2817 2021-07-09 05:40:41,447 - mmaction - INFO - Epoch [75][60/1879] lr: 8.076e-02, eta: 3 days, 13:06:53, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6391, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.2300 2021-07-09 05:40:57,931 - mmaction - INFO - Epoch [75][80/1879] lr: 8.076e-02, eta: 3 days, 13:06:32, time: 0.824, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.2581 2021-07-09 05:41:14,645 - mmaction - INFO - Epoch [75][100/1879] lr: 8.076e-02, eta: 3 days, 13:06:11, time: 0.836, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6559, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.2278 2021-07-09 05:41:31,352 - mmaction - INFO - Epoch [75][120/1879] lr: 8.076e-02, eta: 3 days, 13:05:50, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6512, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.2264 2021-07-09 05:41:48,065 - mmaction - INFO - Epoch [75][140/1879] lr: 8.076e-02, eta: 3 days, 13:05:29, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6500, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.2226 2021-07-09 05:42:04,838 - mmaction - INFO - Epoch [75][160/1879] lr: 8.076e-02, eta: 3 days, 13:05:08, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6492, loss_cls: 2.7442, loss: 2.7442, grad_norm: 2.2012 2021-07-09 05:42:21,740 - mmaction - INFO - Epoch [75][180/1879] lr: 8.076e-02, eta: 3 days, 13:04:48, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6500, loss_cls: 2.6847, loss: 2.6847, grad_norm: 2.2407 2021-07-09 05:42:38,744 - mmaction - INFO - Epoch [75][200/1879] lr: 8.076e-02, eta: 3 days, 13:04:28, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6527, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.2067 2021-07-09 05:42:55,906 - mmaction - INFO - Epoch [75][220/1879] lr: 8.076e-02, eta: 3 days, 13:04:08, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6520, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.2461 2021-07-09 05:43:13,132 - mmaction - INFO - Epoch [75][240/1879] lr: 8.076e-02, eta: 3 days, 13:03:48, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6422, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.2152 2021-07-09 05:43:30,162 - mmaction - INFO - Epoch [75][260/1879] lr: 8.076e-02, eta: 3 days, 13:03:28, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6617, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.2540 2021-07-09 05:43:47,084 - mmaction - INFO - Epoch [75][280/1879] lr: 8.076e-02, eta: 3 days, 13:03:08, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6410, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.2743 2021-07-09 05:44:04,125 - mmaction - INFO - Epoch [75][300/1879] lr: 8.076e-02, eta: 3 days, 13:02:48, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6555, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.2414 2021-07-09 05:44:21,176 - mmaction - INFO - Epoch [75][320/1879] lr: 8.076e-02, eta: 3 days, 13:02:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6633, loss_cls: 2.6460, loss: 2.6460, grad_norm: 2.2276 2021-07-09 05:44:38,196 - mmaction - INFO - Epoch [75][340/1879] lr: 8.076e-02, eta: 3 days, 13:02:07, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6363, loss_cls: 2.7464, loss: 2.7464, grad_norm: 2.2737 2021-07-09 05:44:55,308 - mmaction - INFO - Epoch [75][360/1879] lr: 8.076e-02, eta: 3 days, 13:01:47, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6434, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.2016 2021-07-09 05:45:12,421 - mmaction - INFO - Epoch [75][380/1879] lr: 8.076e-02, eta: 3 days, 13:01:28, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6309, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.2435 2021-07-09 05:45:29,509 - mmaction - INFO - Epoch [75][400/1879] lr: 8.076e-02, eta: 3 days, 13:01:08, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6504, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.2479 2021-07-09 05:45:46,671 - mmaction - INFO - Epoch [75][420/1879] lr: 8.076e-02, eta: 3 days, 13:00:48, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6496, loss_cls: 2.6483, loss: 2.6483, grad_norm: 2.2055 2021-07-09 05:46:03,730 - mmaction - INFO - Epoch [75][440/1879] lr: 8.076e-02, eta: 3 days, 13:00:28, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6547, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.1758 2021-07-09 05:46:20,992 - mmaction - INFO - Epoch [75][460/1879] lr: 8.076e-02, eta: 3 days, 13:00:08, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6480, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.1950 2021-07-09 05:46:38,129 - mmaction - INFO - Epoch [75][480/1879] lr: 8.076e-02, eta: 3 days, 12:59:48, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6002, loss: 2.6002, grad_norm: 2.2284 2021-07-09 05:46:55,380 - mmaction - INFO - Epoch [75][500/1879] lr: 8.076e-02, eta: 3 days, 12:59:29, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6504, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.2544 2021-07-09 05:47:12,516 - mmaction - INFO - Epoch [75][520/1879] lr: 8.076e-02, eta: 3 days, 12:59:09, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6496, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.2178 2021-07-09 05:47:29,629 - mmaction - INFO - Epoch [75][540/1879] lr: 8.076e-02, eta: 3 days, 12:58:49, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6363, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2803 2021-07-09 05:47:46,847 - mmaction - INFO - Epoch [75][560/1879] lr: 8.076e-02, eta: 3 days, 12:58:30, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6441, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2526 2021-07-09 05:48:03,994 - mmaction - INFO - Epoch [75][580/1879] lr: 8.076e-02, eta: 3 days, 12:58:10, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6594, loss_cls: 2.6402, loss: 2.6402, grad_norm: 2.2654 2021-07-09 05:48:21,063 - mmaction - INFO - Epoch [75][600/1879] lr: 8.076e-02, eta: 3 days, 12:57:50, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6293, loss_cls: 2.8048, loss: 2.8048, grad_norm: 2.2771 2021-07-09 05:48:38,267 - mmaction - INFO - Epoch [75][620/1879] lr: 8.076e-02, eta: 3 days, 12:57:30, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6410, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.2671 2021-07-09 05:48:55,302 - mmaction - INFO - Epoch [75][640/1879] lr: 8.076e-02, eta: 3 days, 12:57:10, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6398, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.2236 2021-07-09 05:49:12,341 - mmaction - INFO - Epoch [75][660/1879] lr: 8.076e-02, eta: 3 days, 12:56:50, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.2365 2021-07-09 05:49:29,416 - mmaction - INFO - Epoch [75][680/1879] lr: 8.076e-02, eta: 3 days, 12:56:30, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6262, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.1889 2021-07-09 05:49:46,607 - mmaction - INFO - Epoch [75][700/1879] lr: 8.076e-02, eta: 3 days, 12:56:10, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.2490 2021-07-09 05:50:03,761 - mmaction - INFO - Epoch [75][720/1879] lr: 8.076e-02, eta: 3 days, 12:55:50, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.2856 2021-07-09 05:50:20,958 - mmaction - INFO - Epoch [75][740/1879] lr: 8.076e-02, eta: 3 days, 12:55:31, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6363, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.2341 2021-07-09 05:50:38,038 - mmaction - INFO - Epoch [75][760/1879] lr: 8.076e-02, eta: 3 days, 12:55:11, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6469, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.2389 2021-07-09 05:50:55,195 - mmaction - INFO - Epoch [75][780/1879] lr: 8.076e-02, eta: 3 days, 12:54:51, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6629, loss_cls: 2.6447, loss: 2.6447, grad_norm: 2.1747 2021-07-09 05:51:12,250 - mmaction - INFO - Epoch [75][800/1879] lr: 8.076e-02, eta: 3 days, 12:54:31, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6645, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.2507 2021-07-09 05:51:29,522 - mmaction - INFO - Epoch [75][820/1879] lr: 8.076e-02, eta: 3 days, 12:54:12, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6539, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.2627 2021-07-09 05:51:46,535 - mmaction - INFO - Epoch [75][840/1879] lr: 8.076e-02, eta: 3 days, 12:53:51, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6621, loss_cls: 2.6345, loss: 2.6345, grad_norm: 2.2595 2021-07-09 05:52:03,724 - mmaction - INFO - Epoch [75][860/1879] lr: 8.076e-02, eta: 3 days, 12:53:32, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.2709 2021-07-09 05:52:20,893 - mmaction - INFO - Epoch [75][880/1879] lr: 8.076e-02, eta: 3 days, 12:53:12, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6402, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.2779 2021-07-09 05:52:38,006 - mmaction - INFO - Epoch [75][900/1879] lr: 8.076e-02, eta: 3 days, 12:52:52, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6555, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.2695 2021-07-09 05:52:55,183 - mmaction - INFO - Epoch [75][920/1879] lr: 8.076e-02, eta: 3 days, 12:52:32, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6590, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.2343 2021-07-09 05:53:12,442 - mmaction - INFO - Epoch [75][940/1879] lr: 8.076e-02, eta: 3 days, 12:52:13, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6281, loss_cls: 2.8197, loss: 2.8197, grad_norm: 2.2928 2021-07-09 05:53:29,529 - mmaction - INFO - Epoch [75][960/1879] lr: 8.076e-02, eta: 3 days, 12:51:53, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6348, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.2144 2021-07-09 05:53:46,631 - mmaction - INFO - Epoch [75][980/1879] lr: 8.076e-02, eta: 3 days, 12:51:33, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6320, loss_cls: 2.7917, loss: 2.7917, grad_norm: 2.2237 2021-07-09 05:54:03,917 - mmaction - INFO - Epoch [75][1000/1879] lr: 8.076e-02, eta: 3 days, 12:51:14, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6457, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.1756 2021-07-09 05:54:21,116 - mmaction - INFO - Epoch [75][1020/1879] lr: 8.076e-02, eta: 3 days, 12:50:54, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6602, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.2457 2021-07-09 05:54:38,102 - mmaction - INFO - Epoch [75][1040/1879] lr: 8.076e-02, eta: 3 days, 12:50:34, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6414, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.2477 2021-07-09 05:54:55,359 - mmaction - INFO - Epoch [75][1060/1879] lr: 8.076e-02, eta: 3 days, 12:50:14, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6273, loss_cls: 2.7350, loss: 2.7350, grad_norm: 2.2062 2021-07-09 05:55:12,458 - mmaction - INFO - Epoch [75][1080/1879] lr: 8.076e-02, eta: 3 days, 12:49:54, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6332, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.1430 2021-07-09 05:55:29,668 - mmaction - INFO - Epoch [75][1100/1879] lr: 8.076e-02, eta: 3 days, 12:49:35, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.2496 2021-07-09 05:55:46,803 - mmaction - INFO - Epoch [75][1120/1879] lr: 8.076e-02, eta: 3 days, 12:49:15, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6725, loss: 2.6725, grad_norm: 2.2130 2021-07-09 05:56:03,778 - mmaction - INFO - Epoch [75][1140/1879] lr: 8.076e-02, eta: 3 days, 12:48:55, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6438, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.2347 2021-07-09 05:56:20,818 - mmaction - INFO - Epoch [75][1160/1879] lr: 8.076e-02, eta: 3 days, 12:48:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6445, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.2130 2021-07-09 05:56:37,987 - mmaction - INFO - Epoch [75][1180/1879] lr: 8.076e-02, eta: 3 days, 12:48:15, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6562, loss_cls: 2.7030, loss: 2.7030, grad_norm: 2.2519 2021-07-09 05:56:55,118 - mmaction - INFO - Epoch [75][1200/1879] lr: 8.076e-02, eta: 3 days, 12:47:55, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6453, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.2189 2021-07-09 05:57:12,002 - mmaction - INFO - Epoch [75][1220/1879] lr: 8.076e-02, eta: 3 days, 12:47:35, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6391, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.2524 2021-07-09 05:57:29,132 - mmaction - INFO - Epoch [75][1240/1879] lr: 8.076e-02, eta: 3 days, 12:47:15, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6613, loss_cls: 2.6883, loss: 2.6883, grad_norm: 2.2473 2021-07-09 05:57:46,271 - mmaction - INFO - Epoch [75][1260/1879] lr: 8.076e-02, eta: 3 days, 12:46:55, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6410, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.2379 2021-07-09 05:58:03,344 - mmaction - INFO - Epoch [75][1280/1879] lr: 8.076e-02, eta: 3 days, 12:46:35, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6594, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.2431 2021-07-09 05:58:20,521 - mmaction - INFO - Epoch [75][1300/1879] lr: 8.076e-02, eta: 3 days, 12:46:15, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6445, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.2649 2021-07-09 05:58:37,616 - mmaction - INFO - Epoch [75][1320/1879] lr: 8.076e-02, eta: 3 days, 12:45:55, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6398, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.2450 2021-07-09 05:58:54,703 - mmaction - INFO - Epoch [75][1340/1879] lr: 8.076e-02, eta: 3 days, 12:45:35, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6152, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.2414 2021-07-09 05:59:11,916 - mmaction - INFO - Epoch [75][1360/1879] lr: 8.076e-02, eta: 3 days, 12:45:16, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6496, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.1761 2021-07-09 05:59:28,973 - mmaction - INFO - Epoch [75][1380/1879] lr: 8.076e-02, eta: 3 days, 12:44:56, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6562, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.1849 2021-07-09 05:59:45,969 - mmaction - INFO - Epoch [75][1400/1879] lr: 8.076e-02, eta: 3 days, 12:44:36, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6375, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.2521 2021-07-09 06:00:08,186 - mmaction - INFO - Epoch [75][1420/1879] lr: 8.076e-02, eta: 3 days, 12:44:27, time: 1.090, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6133, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.2226 2021-07-09 06:00:24,988 - mmaction - INFO - Epoch [75][1440/1879] lr: 8.076e-02, eta: 3 days, 12:44:08, time: 0.861, data_time: 0.026, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6457, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.1604 2021-07-09 06:00:42,142 - mmaction - INFO - Epoch [75][1460/1879] lr: 8.076e-02, eta: 3 days, 12:43:48, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6285, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.1908 2021-07-09 06:00:59,114 - mmaction - INFO - Epoch [75][1480/1879] lr: 8.076e-02, eta: 3 days, 12:43:28, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6660, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.1972 2021-07-09 06:01:16,263 - mmaction - INFO - Epoch [75][1500/1879] lr: 8.076e-02, eta: 3 days, 12:43:08, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6434, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.2915 2021-07-09 06:01:33,372 - mmaction - INFO - Epoch [75][1520/1879] lr: 8.076e-02, eta: 3 days, 12:42:48, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6496, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.2743 2021-07-09 06:01:50,639 - mmaction - INFO - Epoch [75][1540/1879] lr: 8.076e-02, eta: 3 days, 12:42:28, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6352, loss_cls: 2.7520, loss: 2.7520, grad_norm: 2.2040 2021-07-09 06:02:07,683 - mmaction - INFO - Epoch [75][1560/1879] lr: 8.076e-02, eta: 3 days, 12:42:08, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6438, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.1556 2021-07-09 06:02:24,836 - mmaction - INFO - Epoch [75][1580/1879] lr: 8.076e-02, eta: 3 days, 12:41:49, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6410, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.2301 2021-07-09 06:02:42,194 - mmaction - INFO - Epoch [75][1600/1879] lr: 8.076e-02, eta: 3 days, 12:41:29, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.7659, loss: 2.7659, grad_norm: 2.2464 2021-07-09 06:02:59,129 - mmaction - INFO - Epoch [75][1620/1879] lr: 8.076e-02, eta: 3 days, 12:41:09, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6297, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.1794 2021-07-09 06:03:16,316 - mmaction - INFO - Epoch [75][1640/1879] lr: 8.076e-02, eta: 3 days, 12:40:49, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6551, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.2061 2021-07-09 06:03:33,497 - mmaction - INFO - Epoch [75][1660/1879] lr: 8.076e-02, eta: 3 days, 12:40:30, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6465, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.2037 2021-07-09 06:03:50,609 - mmaction - INFO - Epoch [75][1680/1879] lr: 8.076e-02, eta: 3 days, 12:40:10, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6301, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.1686 2021-07-09 06:04:07,747 - mmaction - INFO - Epoch [75][1700/1879] lr: 8.076e-02, eta: 3 days, 12:39:50, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6469, loss_cls: 2.7249, loss: 2.7249, grad_norm: 2.2146 2021-07-09 06:04:24,714 - mmaction - INFO - Epoch [75][1720/1879] lr: 8.076e-02, eta: 3 days, 12:39:30, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6504, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.2204 2021-07-09 06:04:42,035 - mmaction - INFO - Epoch [75][1740/1879] lr: 8.076e-02, eta: 3 days, 12:39:11, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6430, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.2594 2021-07-09 06:04:59,267 - mmaction - INFO - Epoch [75][1760/1879] lr: 8.076e-02, eta: 3 days, 12:38:51, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6297, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.2700 2021-07-09 06:05:16,451 - mmaction - INFO - Epoch [75][1780/1879] lr: 8.076e-02, eta: 3 days, 12:38:31, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6414, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.2714 2021-07-09 06:05:33,632 - mmaction - INFO - Epoch [75][1800/1879] lr: 8.076e-02, eta: 3 days, 12:38:12, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6430, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.2422 2021-07-09 06:05:50,764 - mmaction - INFO - Epoch [75][1820/1879] lr: 8.076e-02, eta: 3 days, 12:37:52, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6457, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.2532 2021-07-09 06:06:07,902 - mmaction - INFO - Epoch [75][1840/1879] lr: 8.076e-02, eta: 3 days, 12:37:32, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6285, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.2531 2021-07-09 06:06:25,149 - mmaction - INFO - Epoch [75][1860/1879] lr: 8.076e-02, eta: 3 days, 12:37:12, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6328, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.2705 2021-07-09 06:07:01,542 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 06:07:01,546 - mmaction - INFO - 106 BN found 2021-07-09 06:11:41,285 - mmaction - INFO - BN stats updated 2021-07-09 06:15:24,148 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 06:15:25,057 - mmaction - INFO - top1_acc 0.4777 top5_acc 0.7421 2021-07-09 06:15:25,057 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 06:15:25,116 - mmaction - INFO - mean_acc 0.4776 2021-07-09 06:15:25,787 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_75.pth. 2021-07-09 06:15:25,787 - mmaction - INFO - Best top1_acc is 0.4777 at 75 epoch. 2021-07-09 06:15:25,797 - mmaction - INFO - Epoch(val) [75][155] top1_acc: 0.4777, top5_acc: 0.7421, mean_class_accuracy: 0.4776 2021-07-09 06:16:53,242 - mmaction - INFO - Epoch [76][20/1879] lr: 8.028e-02, eta: 3 days, 12:38:44, time: 4.370, data_time: 3.469, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6441, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.2229 2021-07-09 06:17:09,757 - mmaction - INFO - Epoch [76][40/1879] lr: 8.028e-02, eta: 3 days, 12:38:23, time: 0.826, data_time: 0.008, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.1776 2021-07-09 06:17:26,241 - mmaction - INFO - Epoch [76][60/1879] lr: 8.028e-02, eta: 3 days, 12:38:01, time: 0.825, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6547, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.2124 2021-07-09 06:17:42,844 - mmaction - INFO - Epoch [76][80/1879] lr: 8.028e-02, eta: 3 days, 12:37:40, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6398, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.2527 2021-07-09 06:17:59,615 - mmaction - INFO - Epoch [76][100/1879] lr: 8.028e-02, eta: 3 days, 12:37:20, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6566, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.2055 2021-07-09 06:18:16,334 - mmaction - INFO - Epoch [76][120/1879] lr: 8.028e-02, eta: 3 days, 12:36:59, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6477, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.2927 2021-07-09 06:18:33,151 - mmaction - INFO - Epoch [76][140/1879] lr: 8.028e-02, eta: 3 days, 12:36:38, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6312, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.2443 2021-07-09 06:18:49,880 - mmaction - INFO - Epoch [76][160/1879] lr: 8.028e-02, eta: 3 days, 12:36:18, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6375, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.2388 2021-07-09 06:19:06,686 - mmaction - INFO - Epoch [76][180/1879] lr: 8.028e-02, eta: 3 days, 12:35:57, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6527, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.2271 2021-07-09 06:19:23,492 - mmaction - INFO - Epoch [76][200/1879] lr: 8.028e-02, eta: 3 days, 12:35:36, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.2483 2021-07-09 06:19:40,592 - mmaction - INFO - Epoch [76][220/1879] lr: 8.028e-02, eta: 3 days, 12:35:16, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6426, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.1972 2021-07-09 06:19:57,420 - mmaction - INFO - Epoch [76][240/1879] lr: 8.028e-02, eta: 3 days, 12:34:56, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6539, loss_cls: 2.7108, loss: 2.7108, grad_norm: 2.2425 2021-07-09 06:20:14,309 - mmaction - INFO - Epoch [76][260/1879] lr: 8.028e-02, eta: 3 days, 12:34:35, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.2291 2021-07-09 06:20:31,310 - mmaction - INFO - Epoch [76][280/1879] lr: 8.028e-02, eta: 3 days, 12:34:15, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6418, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.2502 2021-07-09 06:20:48,363 - mmaction - INFO - Epoch [76][300/1879] lr: 8.028e-02, eta: 3 days, 12:33:55, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.2107 2021-07-09 06:21:05,331 - mmaction - INFO - Epoch [76][320/1879] lr: 8.028e-02, eta: 3 days, 12:33:35, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6395, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.2673 2021-07-09 06:21:22,352 - mmaction - INFO - Epoch [76][340/1879] lr: 8.028e-02, eta: 3 days, 12:33:15, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.7705, loss: 2.7705, grad_norm: 2.2595 2021-07-09 06:21:39,451 - mmaction - INFO - Epoch [76][360/1879] lr: 8.028e-02, eta: 3 days, 12:32:55, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6434, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.1955 2021-07-09 06:21:56,353 - mmaction - INFO - Epoch [76][380/1879] lr: 8.028e-02, eta: 3 days, 12:32:35, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6480, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.2503 2021-07-09 06:22:13,484 - mmaction - INFO - Epoch [76][400/1879] lr: 8.028e-02, eta: 3 days, 12:32:15, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6555, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.2407 2021-07-09 06:22:30,397 - mmaction - INFO - Epoch [76][420/1879] lr: 8.028e-02, eta: 3 days, 12:31:55, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6531, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.2314 2021-07-09 06:22:47,577 - mmaction - INFO - Epoch [76][440/1879] lr: 8.028e-02, eta: 3 days, 12:31:35, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6547, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.2343 2021-07-09 06:23:04,638 - mmaction - INFO - Epoch [76][460/1879] lr: 8.028e-02, eta: 3 days, 12:31:15, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6426, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.2316 2021-07-09 06:23:21,766 - mmaction - INFO - Epoch [76][480/1879] lr: 8.028e-02, eta: 3 days, 12:30:55, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6586, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.2631 2021-07-09 06:23:38,853 - mmaction - INFO - Epoch [76][500/1879] lr: 8.028e-02, eta: 3 days, 12:30:35, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6508, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.2263 2021-07-09 06:23:55,722 - mmaction - INFO - Epoch [76][520/1879] lr: 8.028e-02, eta: 3 days, 12:30:15, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6410, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.2304 2021-07-09 06:24:12,897 - mmaction - INFO - Epoch [76][540/1879] lr: 8.028e-02, eta: 3 days, 12:29:55, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6484, loss_cls: 2.6640, loss: 2.6640, grad_norm: 2.2360 2021-07-09 06:24:30,002 - mmaction - INFO - Epoch [76][560/1879] lr: 8.028e-02, eta: 3 days, 12:29:35, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6426, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.2465 2021-07-09 06:24:47,123 - mmaction - INFO - Epoch [76][580/1879] lr: 8.028e-02, eta: 3 days, 12:29:15, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6707, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.2546 2021-07-09 06:25:04,149 - mmaction - INFO - Epoch [76][600/1879] lr: 8.028e-02, eta: 3 days, 12:28:55, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6617, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.2440 2021-07-09 06:25:21,298 - mmaction - INFO - Epoch [76][620/1879] lr: 8.028e-02, eta: 3 days, 12:28:36, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6473, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.2662 2021-07-09 06:25:38,544 - mmaction - INFO - Epoch [76][640/1879] lr: 8.028e-02, eta: 3 days, 12:28:16, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6309, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.2504 2021-07-09 06:25:55,809 - mmaction - INFO - Epoch [76][660/1879] lr: 8.028e-02, eta: 3 days, 12:27:56, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6461, loss_cls: 2.6999, loss: 2.6999, grad_norm: 2.2401 2021-07-09 06:26:12,557 - mmaction - INFO - Epoch [76][680/1879] lr: 8.028e-02, eta: 3 days, 12:27:36, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6398, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.2026 2021-07-09 06:26:29,818 - mmaction - INFO - Epoch [76][700/1879] lr: 8.028e-02, eta: 3 days, 12:27:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.2465 2021-07-09 06:26:46,964 - mmaction - INFO - Epoch [76][720/1879] lr: 8.028e-02, eta: 3 days, 12:26:57, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6355, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.2711 2021-07-09 06:27:04,117 - mmaction - INFO - Epoch [76][740/1879] lr: 8.028e-02, eta: 3 days, 12:26:37, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.2013 2021-07-09 06:27:21,113 - mmaction - INFO - Epoch [76][760/1879] lr: 8.028e-02, eta: 3 days, 12:26:17, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6488, loss_cls: 2.7054, loss: 2.7054, grad_norm: 2.2358 2021-07-09 06:27:38,210 - mmaction - INFO - Epoch [76][780/1879] lr: 8.028e-02, eta: 3 days, 12:25:57, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6363, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.2731 2021-07-09 06:27:54,927 - mmaction - INFO - Epoch [76][800/1879] lr: 8.028e-02, eta: 3 days, 12:25:36, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6312, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.2972 2021-07-09 06:28:12,213 - mmaction - INFO - Epoch [76][820/1879] lr: 8.028e-02, eta: 3 days, 12:25:17, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.2337 2021-07-09 06:28:29,399 - mmaction - INFO - Epoch [76][840/1879] lr: 8.028e-02, eta: 3 days, 12:24:57, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6598, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.1980 2021-07-09 06:28:46,506 - mmaction - INFO - Epoch [76][860/1879] lr: 8.028e-02, eta: 3 days, 12:24:37, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6395, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.2416 2021-07-09 06:29:03,328 - mmaction - INFO - Epoch [76][880/1879] lr: 8.028e-02, eta: 3 days, 12:24:17, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.2006 2021-07-09 06:29:20,533 - mmaction - INFO - Epoch [76][900/1879] lr: 8.028e-02, eta: 3 days, 12:23:57, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6422, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.2629 2021-07-09 06:29:37,809 - mmaction - INFO - Epoch [76][920/1879] lr: 8.028e-02, eta: 3 days, 12:23:38, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6496, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.2246 2021-07-09 06:29:54,814 - mmaction - INFO - Epoch [76][940/1879] lr: 8.028e-02, eta: 3 days, 12:23:17, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6465, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.2632 2021-07-09 06:30:11,811 - mmaction - INFO - Epoch [76][960/1879] lr: 8.028e-02, eta: 3 days, 12:22:57, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6328, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.2989 2021-07-09 06:30:28,593 - mmaction - INFO - Epoch [76][980/1879] lr: 8.028e-02, eta: 3 days, 12:22:37, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6387, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.2612 2021-07-09 06:30:45,712 - mmaction - INFO - Epoch [76][1000/1879] lr: 8.028e-02, eta: 3 days, 12:22:17, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6445, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.2509 2021-07-09 06:31:02,639 - mmaction - INFO - Epoch [76][1020/1879] lr: 8.028e-02, eta: 3 days, 12:21:57, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6402, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.2554 2021-07-09 06:31:19,771 - mmaction - INFO - Epoch [76][1040/1879] lr: 8.028e-02, eta: 3 days, 12:21:37, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.2689 2021-07-09 06:31:36,889 - mmaction - INFO - Epoch [76][1060/1879] lr: 8.028e-02, eta: 3 days, 12:21:17, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6457, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.2538 2021-07-09 06:31:54,123 - mmaction - INFO - Epoch [76][1080/1879] lr: 8.028e-02, eta: 3 days, 12:20:58, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6438, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.2223 2021-07-09 06:32:11,390 - mmaction - INFO - Epoch [76][1100/1879] lr: 8.028e-02, eta: 3 days, 12:20:38, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6508, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.2494 2021-07-09 06:32:28,336 - mmaction - INFO - Epoch [76][1120/1879] lr: 8.028e-02, eta: 3 days, 12:20:18, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6434, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.2351 2021-07-09 06:32:45,360 - mmaction - INFO - Epoch [76][1140/1879] lr: 8.028e-02, eta: 3 days, 12:19:58, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6449, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.2552 2021-07-09 06:33:02,356 - mmaction - INFO - Epoch [76][1160/1879] lr: 8.028e-02, eta: 3 days, 12:19:38, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6426, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.2857 2021-07-09 06:33:19,415 - mmaction - INFO - Epoch [76][1180/1879] lr: 8.028e-02, eta: 3 days, 12:19:18, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6309, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.3220 2021-07-09 06:33:36,510 - mmaction - INFO - Epoch [76][1200/1879] lr: 8.028e-02, eta: 3 days, 12:18:58, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.2672 2021-07-09 06:33:53,610 - mmaction - INFO - Epoch [76][1220/1879] lr: 8.028e-02, eta: 3 days, 12:18:38, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6547, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.2182 2021-07-09 06:34:10,503 - mmaction - INFO - Epoch [76][1240/1879] lr: 8.028e-02, eta: 3 days, 12:18:18, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6316, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.1715 2021-07-09 06:34:27,602 - mmaction - INFO - Epoch [76][1260/1879] lr: 8.028e-02, eta: 3 days, 12:17:58, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6426, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.1845 2021-07-09 06:34:44,514 - mmaction - INFO - Epoch [76][1280/1879] lr: 8.028e-02, eta: 3 days, 12:17:38, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6477, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.1765 2021-07-09 06:35:01,707 - mmaction - INFO - Epoch [76][1300/1879] lr: 8.028e-02, eta: 3 days, 12:17:18, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6539, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.1953 2021-07-09 06:35:18,824 - mmaction - INFO - Epoch [76][1320/1879] lr: 8.028e-02, eta: 3 days, 12:16:58, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.7174, loss: 2.7174, grad_norm: 2.1938 2021-07-09 06:35:35,897 - mmaction - INFO - Epoch [76][1340/1879] lr: 8.028e-02, eta: 3 days, 12:16:38, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.1928 2021-07-09 06:35:52,842 - mmaction - INFO - Epoch [76][1360/1879] lr: 8.028e-02, eta: 3 days, 12:16:18, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6438, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.2637 2021-07-09 06:36:10,037 - mmaction - INFO - Epoch [76][1380/1879] lr: 8.028e-02, eta: 3 days, 12:15:58, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6352, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.2357 2021-07-09 06:36:27,050 - mmaction - INFO - Epoch [76][1400/1879] lr: 8.028e-02, eta: 3 days, 12:15:38, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6480, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.2031 2021-07-09 06:36:44,136 - mmaction - INFO - Epoch [76][1420/1879] lr: 8.028e-02, eta: 3 days, 12:15:18, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6465, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.2210 2021-07-09 06:37:01,189 - mmaction - INFO - Epoch [76][1440/1879] lr: 8.028e-02, eta: 3 days, 12:14:58, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6344, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.2613 2021-07-09 06:37:18,331 - mmaction - INFO - Epoch [76][1460/1879] lr: 8.028e-02, eta: 3 days, 12:14:39, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.2378 2021-07-09 06:37:35,445 - mmaction - INFO - Epoch [76][1480/1879] lr: 8.028e-02, eta: 3 days, 12:14:19, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6281, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.2479 2021-07-09 06:37:52,468 - mmaction - INFO - Epoch [76][1500/1879] lr: 8.028e-02, eta: 3 days, 12:13:59, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6480, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.2171 2021-07-09 06:38:09,618 - mmaction - INFO - Epoch [76][1520/1879] lr: 8.028e-02, eta: 3 days, 12:13:39, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6504, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.2646 2021-07-09 06:38:26,712 - mmaction - INFO - Epoch [76][1540/1879] lr: 8.028e-02, eta: 3 days, 12:13:19, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6352, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.2774 2021-07-09 06:38:43,644 - mmaction - INFO - Epoch [76][1560/1879] lr: 8.028e-02, eta: 3 days, 12:12:59, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6461, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.2400 2021-07-09 06:39:00,657 - mmaction - INFO - Epoch [76][1580/1879] lr: 8.028e-02, eta: 3 days, 12:12:39, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6250, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.2066 2021-07-09 06:39:17,812 - mmaction - INFO - Epoch [76][1600/1879] lr: 8.028e-02, eta: 3 days, 12:12:19, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6328, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.2221 2021-07-09 06:39:34,951 - mmaction - INFO - Epoch [76][1620/1879] lr: 8.028e-02, eta: 3 days, 12:11:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6555, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.2109 2021-07-09 06:39:52,208 - mmaction - INFO - Epoch [76][1640/1879] lr: 8.028e-02, eta: 3 days, 12:11:40, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6512, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.2759 2021-07-09 06:40:09,211 - mmaction - INFO - Epoch [76][1660/1879] lr: 8.028e-02, eta: 3 days, 12:11:20, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6270, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.2258 2021-07-09 06:40:26,317 - mmaction - INFO - Epoch [76][1680/1879] lr: 8.028e-02, eta: 3 days, 12:11:00, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6398, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.2269 2021-07-09 06:40:43,364 - mmaction - INFO - Epoch [76][1700/1879] lr: 8.028e-02, eta: 3 days, 12:10:40, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6543, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.1933 2021-07-09 06:41:00,485 - mmaction - INFO - Epoch [76][1720/1879] lr: 8.028e-02, eta: 3 days, 12:10:20, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.7281, loss: 2.7281, grad_norm: 2.2793 2021-07-09 06:41:17,761 - mmaction - INFO - Epoch [76][1740/1879] lr: 8.028e-02, eta: 3 days, 12:10:01, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6434, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.2813 2021-07-09 06:41:34,733 - mmaction - INFO - Epoch [76][1760/1879] lr: 8.028e-02, eta: 3 days, 12:09:41, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6289, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.1943 2021-07-09 06:41:51,887 - mmaction - INFO - Epoch [76][1780/1879] lr: 8.028e-02, eta: 3 days, 12:09:21, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6527, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.1902 2021-07-09 06:42:08,881 - mmaction - INFO - Epoch [76][1800/1879] lr: 8.028e-02, eta: 3 days, 12:09:01, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6395, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.2359 2021-07-09 06:42:25,827 - mmaction - INFO - Epoch [76][1820/1879] lr: 8.028e-02, eta: 3 days, 12:08:41, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6578, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.2443 2021-07-09 06:42:42,776 - mmaction - INFO - Epoch [76][1840/1879] lr: 8.028e-02, eta: 3 days, 12:08:21, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6586, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.2645 2021-07-09 06:42:59,904 - mmaction - INFO - Epoch [76][1860/1879] lr: 8.028e-02, eta: 3 days, 12:08:01, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.2666 2021-07-09 06:43:25,834 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 06:43:25,843 - mmaction - INFO - 106 BN found 2021-07-09 06:47:51,112 - mmaction - INFO - BN stats updated 2021-07-09 06:47:53,138 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-07-09 06:49:13,232 - mmaction - INFO - Epoch [77][20/1879] lr: 7.978e-02, eta: 3 days, 12:08:49, time: 3.501, data_time: 2.677, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6473, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.2510 2021-07-09 06:49:29,707 - mmaction - INFO - Epoch [77][40/1879] lr: 7.978e-02, eta: 3 days, 12:08:28, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6520, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.2142 2021-07-09 06:49:46,271 - mmaction - INFO - Epoch [77][60/1879] lr: 7.978e-02, eta: 3 days, 12:08:07, time: 0.827, data_time: 0.000, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6496, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.2614 2021-07-09 06:50:02,907 - mmaction - INFO - Epoch [77][80/1879] lr: 7.978e-02, eta: 3 days, 12:07:46, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.2116 2021-07-09 06:50:19,739 - mmaction - INFO - Epoch [77][100/1879] lr: 7.978e-02, eta: 3 days, 12:07:25, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6457, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.2335 2021-07-09 06:50:36,389 - mmaction - INFO - Epoch [77][120/1879] lr: 7.978e-02, eta: 3 days, 12:07:04, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6605, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.2296 2021-07-09 06:50:53,083 - mmaction - INFO - Epoch [77][140/1879] lr: 7.978e-02, eta: 3 days, 12:06:43, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6516, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.2778 2021-07-09 06:51:09,782 - mmaction - INFO - Epoch [77][160/1879] lr: 7.978e-02, eta: 3 days, 12:06:23, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6652, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.2007 2021-07-09 06:51:26,654 - mmaction - INFO - Epoch [77][180/1879] lr: 7.978e-02, eta: 3 days, 12:06:02, time: 0.842, data_time: 0.000, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6645, loss_cls: 2.6417, loss: 2.6417, grad_norm: 2.2589 2021-07-09 06:51:43,714 - mmaction - INFO - Epoch [77][200/1879] lr: 7.978e-02, eta: 3 days, 12:05:43, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.3055 2021-07-09 06:52:00,678 - mmaction - INFO - Epoch [77][220/1879] lr: 7.978e-02, eta: 3 days, 12:05:22, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.2484 2021-07-09 06:52:17,647 - mmaction - INFO - Epoch [77][240/1879] lr: 7.978e-02, eta: 3 days, 12:05:02, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6652, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.2702 2021-07-09 06:52:34,716 - mmaction - INFO - Epoch [77][260/1879] lr: 7.978e-02, eta: 3 days, 12:04:42, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6418, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.2616 2021-07-09 06:52:51,628 - mmaction - INFO - Epoch [77][280/1879] lr: 7.978e-02, eta: 3 days, 12:04:22, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.2241 2021-07-09 06:53:08,679 - mmaction - INFO - Epoch [77][300/1879] lr: 7.978e-02, eta: 3 days, 12:04:02, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6461, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.2993 2021-07-09 06:53:25,595 - mmaction - INFO - Epoch [77][320/1879] lr: 7.978e-02, eta: 3 days, 12:03:42, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6492, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.2822 2021-07-09 06:53:42,788 - mmaction - INFO - Epoch [77][340/1879] lr: 7.978e-02, eta: 3 days, 12:03:22, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.2456 2021-07-09 06:53:59,791 - mmaction - INFO - Epoch [77][360/1879] lr: 7.978e-02, eta: 3 days, 12:03:02, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6449, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.2785 2021-07-09 06:54:16,903 - mmaction - INFO - Epoch [77][380/1879] lr: 7.978e-02, eta: 3 days, 12:02:42, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6457, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2706 2021-07-09 06:54:33,916 - mmaction - INFO - Epoch [77][400/1879] lr: 7.978e-02, eta: 3 days, 12:02:22, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6422, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.2500 2021-07-09 06:54:51,016 - mmaction - INFO - Epoch [77][420/1879] lr: 7.978e-02, eta: 3 days, 12:02:03, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6367, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.2765 2021-07-09 06:55:07,967 - mmaction - INFO - Epoch [77][440/1879] lr: 7.978e-02, eta: 3 days, 12:01:42, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.2446 2021-07-09 06:55:24,823 - mmaction - INFO - Epoch [77][460/1879] lr: 7.978e-02, eta: 3 days, 12:01:22, time: 0.843, data_time: 0.000, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6488, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.2167 2021-07-09 06:55:42,000 - mmaction - INFO - Epoch [77][480/1879] lr: 7.978e-02, eta: 3 days, 12:01:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6641, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.2442 2021-07-09 06:55:58,833 - mmaction - INFO - Epoch [77][500/1879] lr: 7.978e-02, eta: 3 days, 12:00:42, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6465, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.2745 2021-07-09 06:56:15,875 - mmaction - INFO - Epoch [77][520/1879] lr: 7.978e-02, eta: 3 days, 12:00:22, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6438, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.2110 2021-07-09 06:56:32,801 - mmaction - INFO - Epoch [77][540/1879] lr: 7.978e-02, eta: 3 days, 12:00:02, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.1976 2021-07-09 06:56:50,036 - mmaction - INFO - Epoch [77][560/1879] lr: 7.978e-02, eta: 3 days, 11:59:42, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6500, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.2447 2021-07-09 06:57:07,241 - mmaction - INFO - Epoch [77][580/1879] lr: 7.978e-02, eta: 3 days, 11:59:23, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6535, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.2123 2021-07-09 06:57:24,269 - mmaction - INFO - Epoch [77][600/1879] lr: 7.978e-02, eta: 3 days, 11:59:02, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6449, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.2296 2021-07-09 06:57:41,221 - mmaction - INFO - Epoch [77][620/1879] lr: 7.978e-02, eta: 3 days, 11:58:42, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6297, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.2663 2021-07-09 06:57:58,196 - mmaction - INFO - Epoch [77][640/1879] lr: 7.978e-02, eta: 3 days, 11:58:22, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6270, loss_cls: 2.7948, loss: 2.7948, grad_norm: 2.2566 2021-07-09 06:58:15,390 - mmaction - INFO - Epoch [77][660/1879] lr: 7.978e-02, eta: 3 days, 11:58:03, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6473, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.1915 2021-07-09 06:58:32,401 - mmaction - INFO - Epoch [77][680/1879] lr: 7.978e-02, eta: 3 days, 11:57:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6516, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.2213 2021-07-09 06:58:49,394 - mmaction - INFO - Epoch [77][700/1879] lr: 7.978e-02, eta: 3 days, 11:57:23, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6484, loss_cls: 2.7053, loss: 2.7053, grad_norm: 2.2798 2021-07-09 06:59:06,450 - mmaction - INFO - Epoch [77][720/1879] lr: 7.978e-02, eta: 3 days, 11:57:03, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6184, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.2616 2021-07-09 06:59:23,536 - mmaction - INFO - Epoch [77][740/1879] lr: 7.978e-02, eta: 3 days, 11:56:43, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6316, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.2217 2021-07-09 06:59:40,565 - mmaction - INFO - Epoch [77][760/1879] lr: 7.978e-02, eta: 3 days, 11:56:23, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6699, loss_cls: 2.6395, loss: 2.6395, grad_norm: 2.2503 2021-07-09 06:59:57,574 - mmaction - INFO - Epoch [77][780/1879] lr: 7.978e-02, eta: 3 days, 11:56:03, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6586, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.3152 2021-07-09 07:00:14,612 - mmaction - INFO - Epoch [77][800/1879] lr: 7.978e-02, eta: 3 days, 11:55:43, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.3018 2021-07-09 07:00:31,714 - mmaction - INFO - Epoch [77][820/1879] lr: 7.978e-02, eta: 3 days, 11:55:23, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6477, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.2175 2021-07-09 07:00:48,678 - mmaction - INFO - Epoch [77][840/1879] lr: 7.978e-02, eta: 3 days, 11:55:03, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6426, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.2756 2021-07-09 07:01:05,662 - mmaction - INFO - Epoch [77][860/1879] lr: 7.978e-02, eta: 3 days, 11:54:43, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6445, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.2169 2021-07-09 07:01:22,781 - mmaction - INFO - Epoch [77][880/1879] lr: 7.978e-02, eta: 3 days, 11:54:23, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6441, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.2997 2021-07-09 07:01:39,631 - mmaction - INFO - Epoch [77][900/1879] lr: 7.978e-02, eta: 3 days, 11:54:03, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6461, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.2697 2021-07-09 07:01:56,827 - mmaction - INFO - Epoch [77][920/1879] lr: 7.978e-02, eta: 3 days, 11:53:43, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6492, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.2213 2021-07-09 07:02:13,928 - mmaction - INFO - Epoch [77][940/1879] lr: 7.978e-02, eta: 3 days, 11:53:23, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6395, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.2610 2021-07-09 07:02:31,036 - mmaction - INFO - Epoch [77][960/1879] lr: 7.978e-02, eta: 3 days, 11:53:04, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6219, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.2477 2021-07-09 07:02:48,033 - mmaction - INFO - Epoch [77][980/1879] lr: 7.978e-02, eta: 3 days, 11:52:43, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6480, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.2280 2021-07-09 07:03:05,105 - mmaction - INFO - Epoch [77][1000/1879] lr: 7.978e-02, eta: 3 days, 11:52:24, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.2536 2021-07-09 07:03:22,260 - mmaction - INFO - Epoch [77][1020/1879] lr: 7.978e-02, eta: 3 days, 11:52:04, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6625, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.2711 2021-07-09 07:03:39,294 - mmaction - INFO - Epoch [77][1040/1879] lr: 7.978e-02, eta: 3 days, 11:51:44, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6531, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.3145 2021-07-09 07:03:56,120 - mmaction - INFO - Epoch [77][1060/1879] lr: 7.978e-02, eta: 3 days, 11:51:23, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6559, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.2950 2021-07-09 07:04:13,297 - mmaction - INFO - Epoch [77][1080/1879] lr: 7.978e-02, eta: 3 days, 11:51:04, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6348, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.2634 2021-07-09 07:04:30,240 - mmaction - INFO - Epoch [77][1100/1879] lr: 7.978e-02, eta: 3 days, 11:50:44, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6332, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.2652 2021-07-09 07:04:47,570 - mmaction - INFO - Epoch [77][1120/1879] lr: 7.978e-02, eta: 3 days, 11:50:24, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6363, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.2265 2021-07-09 07:05:04,505 - mmaction - INFO - Epoch [77][1140/1879] lr: 7.978e-02, eta: 3 days, 11:50:04, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6441, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.2561 2021-07-09 07:05:21,596 - mmaction - INFO - Epoch [77][1160/1879] lr: 7.978e-02, eta: 3 days, 11:49:44, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.2453 2021-07-09 07:05:38,503 - mmaction - INFO - Epoch [77][1180/1879] lr: 7.978e-02, eta: 3 days, 11:49:24, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6484, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.2812 2021-07-09 07:05:55,528 - mmaction - INFO - Epoch [77][1200/1879] lr: 7.978e-02, eta: 3 days, 11:49:04, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6410, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.2450 2021-07-09 07:06:12,698 - mmaction - INFO - Epoch [77][1220/1879] lr: 7.978e-02, eta: 3 days, 11:48:45, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6383, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.2625 2021-07-09 07:06:29,839 - mmaction - INFO - Epoch [77][1240/1879] lr: 7.978e-02, eta: 3 days, 11:48:25, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.2074 2021-07-09 07:06:46,860 - mmaction - INFO - Epoch [77][1260/1879] lr: 7.978e-02, eta: 3 days, 11:48:05, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6457, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.2251 2021-07-09 07:07:03,942 - mmaction - INFO - Epoch [77][1280/1879] lr: 7.978e-02, eta: 3 days, 11:47:45, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6668, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.2458 2021-07-09 07:07:21,209 - mmaction - INFO - Epoch [77][1300/1879] lr: 7.978e-02, eta: 3 days, 11:47:26, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6531, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.2643 2021-07-09 07:07:38,255 - mmaction - INFO - Epoch [77][1320/1879] lr: 7.978e-02, eta: 3 days, 11:47:06, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6465, loss_cls: 2.7631, loss: 2.7631, grad_norm: 2.2823 2021-07-09 07:07:55,357 - mmaction - INFO - Epoch [77][1340/1879] lr: 7.978e-02, eta: 3 days, 11:46:46, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.2639 2021-07-09 07:08:12,249 - mmaction - INFO - Epoch [77][1360/1879] lr: 7.978e-02, eta: 3 days, 11:46:26, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6395, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.2611 2021-07-09 07:08:29,558 - mmaction - INFO - Epoch [77][1380/1879] lr: 7.978e-02, eta: 3 days, 11:46:06, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.2290 2021-07-09 07:08:46,507 - mmaction - INFO - Epoch [77][1400/1879] lr: 7.978e-02, eta: 3 days, 11:45:46, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6685, loss: 2.6685, grad_norm: 2.2252 2021-07-09 07:09:03,801 - mmaction - INFO - Epoch [77][1420/1879] lr: 7.978e-02, eta: 3 days, 11:45:27, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6309, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.2572 2021-07-09 07:09:20,928 - mmaction - INFO - Epoch [77][1440/1879] lr: 7.978e-02, eta: 3 days, 11:45:07, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6340, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.2669 2021-07-09 07:09:37,922 - mmaction - INFO - Epoch [77][1460/1879] lr: 7.978e-02, eta: 3 days, 11:44:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6512, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2196 2021-07-09 07:09:55,004 - mmaction - INFO - Epoch [77][1480/1879] lr: 7.978e-02, eta: 3 days, 11:44:27, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6527, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.2645 2021-07-09 07:10:12,018 - mmaction - INFO - Epoch [77][1500/1879] lr: 7.978e-02, eta: 3 days, 11:44:07, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6379, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.2677 2021-07-09 07:10:29,120 - mmaction - INFO - Epoch [77][1520/1879] lr: 7.978e-02, eta: 3 days, 11:43:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6410, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.2511 2021-07-09 07:10:46,140 - mmaction - INFO - Epoch [77][1540/1879] lr: 7.978e-02, eta: 3 days, 11:43:28, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6434, loss_cls: 2.6929, loss: 2.6929, grad_norm: 2.2463 2021-07-09 07:11:03,168 - mmaction - INFO - Epoch [77][1560/1879] lr: 7.978e-02, eta: 3 days, 11:43:08, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6562, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.2667 2021-07-09 07:11:20,115 - mmaction - INFO - Epoch [77][1580/1879] lr: 7.978e-02, eta: 3 days, 11:42:48, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6629, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.2786 2021-07-09 07:11:37,378 - mmaction - INFO - Epoch [77][1600/1879] lr: 7.978e-02, eta: 3 days, 11:42:28, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6438, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.2106 2021-07-09 07:11:54,685 - mmaction - INFO - Epoch [77][1620/1879] lr: 7.978e-02, eta: 3 days, 11:42:09, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6363, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.2949 2021-07-09 07:12:11,772 - mmaction - INFO - Epoch [77][1640/1879] lr: 7.978e-02, eta: 3 days, 11:41:49, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6320, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.2758 2021-07-09 07:12:28,814 - mmaction - INFO - Epoch [77][1660/1879] lr: 7.978e-02, eta: 3 days, 11:41:29, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6414, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.2937 2021-07-09 07:12:46,030 - mmaction - INFO - Epoch [77][1680/1879] lr: 7.978e-02, eta: 3 days, 11:41:10, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6367, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.2468 2021-07-09 07:13:03,207 - mmaction - INFO - Epoch [77][1700/1879] lr: 7.978e-02, eta: 3 days, 11:40:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6207, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.2410 2021-07-09 07:13:20,320 - mmaction - INFO - Epoch [77][1720/1879] lr: 7.978e-02, eta: 3 days, 11:40:30, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6371, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.2412 2021-07-09 07:13:37,528 - mmaction - INFO - Epoch [77][1740/1879] lr: 7.978e-02, eta: 3 days, 11:40:11, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6457, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.2425 2021-07-09 07:13:54,681 - mmaction - INFO - Epoch [77][1760/1879] lr: 7.978e-02, eta: 3 days, 11:39:51, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6523, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.2382 2021-07-09 07:14:11,804 - mmaction - INFO - Epoch [77][1780/1879] lr: 7.978e-02, eta: 3 days, 11:39:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6352, loss_cls: 2.7587, loss: 2.7587, grad_norm: 2.2873 2021-07-09 07:14:28,860 - mmaction - INFO - Epoch [77][1800/1879] lr: 7.978e-02, eta: 3 days, 11:39:12, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6504, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.1759 2021-07-09 07:14:45,928 - mmaction - INFO - Epoch [77][1820/1879] lr: 7.978e-02, eta: 3 days, 11:38:52, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7116, loss: 2.7116, grad_norm: 2.2578 2021-07-09 07:15:03,039 - mmaction - INFO - Epoch [77][1840/1879] lr: 7.978e-02, eta: 3 days, 11:38:32, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6551, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.2444 2021-07-09 07:15:20,019 - mmaction - INFO - Epoch [77][1860/1879] lr: 7.978e-02, eta: 3 days, 11:38:12, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6496, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.2599 2021-07-09 07:15:43,519 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 07:15:43,523 - mmaction - INFO - 106 BN found 2021-07-09 07:20:09,059 - mmaction - INFO - BN stats updated 2021-07-09 07:21:30,346 - mmaction - INFO - Epoch [78][20/1879] lr: 7.929e-02, eta: 3 days, 11:39:20, time: 3.961, data_time: 2.721, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6535, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.2389 2021-07-09 07:21:46,939 - mmaction - INFO - Epoch [78][40/1879] lr: 7.929e-02, eta: 3 days, 11:38:59, time: 0.830, data_time: 0.007, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6461, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.2758 2021-07-09 07:22:03,454 - mmaction - INFO - Epoch [78][60/1879] lr: 7.929e-02, eta: 3 days, 11:38:38, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6473, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.1861 2021-07-09 07:22:20,088 - mmaction - INFO - Epoch [78][80/1879] lr: 7.929e-02, eta: 3 days, 11:38:17, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6539, loss_cls: 2.6748, loss: 2.6748, grad_norm: 2.2866 2021-07-09 07:22:36,645 - mmaction - INFO - Epoch [78][100/1879] lr: 7.929e-02, eta: 3 days, 11:37:56, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6590, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.2360 2021-07-09 07:22:53,527 - mmaction - INFO - Epoch [78][120/1879] lr: 7.929e-02, eta: 3 days, 11:37:36, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6570, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.2803 2021-07-09 07:23:10,278 - mmaction - INFO - Epoch [78][140/1879] lr: 7.929e-02, eta: 3 days, 11:37:15, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6434, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.2711 2021-07-09 07:23:27,319 - mmaction - INFO - Epoch [78][160/1879] lr: 7.929e-02, eta: 3 days, 11:36:55, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6434, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.2641 2021-07-09 07:23:44,079 - mmaction - INFO - Epoch [78][180/1879] lr: 7.929e-02, eta: 3 days, 11:36:35, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6691, loss_cls: 2.6207, loss: 2.6207, grad_norm: 2.2519 2021-07-09 07:24:01,310 - mmaction - INFO - Epoch [78][200/1879] lr: 7.929e-02, eta: 3 days, 11:36:15, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6418, loss_cls: 2.7119, loss: 2.7119, grad_norm: 2.3397 2021-07-09 07:24:18,314 - mmaction - INFO - Epoch [78][220/1879] lr: 7.929e-02, eta: 3 days, 11:35:55, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6469, loss_cls: 2.6881, loss: 2.6881, grad_norm: 2.2655 2021-07-09 07:24:35,434 - mmaction - INFO - Epoch [78][240/1879] lr: 7.929e-02, eta: 3 days, 11:35:35, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6441, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.2323 2021-07-09 07:24:52,451 - mmaction - INFO - Epoch [78][260/1879] lr: 7.929e-02, eta: 3 days, 11:35:15, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6340, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.2465 2021-07-09 07:25:09,520 - mmaction - INFO - Epoch [78][280/1879] lr: 7.929e-02, eta: 3 days, 11:34:56, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6543, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.2137 2021-07-09 07:25:26,461 - mmaction - INFO - Epoch [78][300/1879] lr: 7.929e-02, eta: 3 days, 11:34:35, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6426, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.2983 2021-07-09 07:25:43,556 - mmaction - INFO - Epoch [78][320/1879] lr: 7.929e-02, eta: 3 days, 11:34:16, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6453, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.3132 2021-07-09 07:26:00,608 - mmaction - INFO - Epoch [78][340/1879] lr: 7.929e-02, eta: 3 days, 11:33:56, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6492, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2852 2021-07-09 07:26:17,706 - mmaction - INFO - Epoch [78][360/1879] lr: 7.929e-02, eta: 3 days, 11:33:36, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6328, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.2923 2021-07-09 07:26:34,828 - mmaction - INFO - Epoch [78][380/1879] lr: 7.929e-02, eta: 3 days, 11:33:16, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6531, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.2481 2021-07-09 07:26:51,805 - mmaction - INFO - Epoch [78][400/1879] lr: 7.929e-02, eta: 3 days, 11:32:56, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6355, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.2654 2021-07-09 07:27:08,950 - mmaction - INFO - Epoch [78][420/1879] lr: 7.929e-02, eta: 3 days, 11:32:36, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6672, loss_cls: 2.6575, loss: 2.6575, grad_norm: 2.2138 2021-07-09 07:27:26,055 - mmaction - INFO - Epoch [78][440/1879] lr: 7.929e-02, eta: 3 days, 11:32:17, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6602, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.2428 2021-07-09 07:27:43,053 - mmaction - INFO - Epoch [78][460/1879] lr: 7.929e-02, eta: 3 days, 11:31:57, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6406, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.2812 2021-07-09 07:28:00,282 - mmaction - INFO - Epoch [78][480/1879] lr: 7.929e-02, eta: 3 days, 11:31:37, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6371, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.2419 2021-07-09 07:28:17,279 - mmaction - INFO - Epoch [78][500/1879] lr: 7.929e-02, eta: 3 days, 11:31:17, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6613, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.1897 2021-07-09 07:28:34,305 - mmaction - INFO - Epoch [78][520/1879] lr: 7.929e-02, eta: 3 days, 11:30:57, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6469, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.2246 2021-07-09 07:28:51,437 - mmaction - INFO - Epoch [78][540/1879] lr: 7.929e-02, eta: 3 days, 11:30:38, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.2678 2021-07-09 07:29:08,555 - mmaction - INFO - Epoch [78][560/1879] lr: 7.929e-02, eta: 3 days, 11:30:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6633, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.2521 2021-07-09 07:29:25,623 - mmaction - INFO - Epoch [78][580/1879] lr: 7.929e-02, eta: 3 days, 11:29:58, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6453, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.2571 2021-07-09 07:29:42,777 - mmaction - INFO - Epoch [78][600/1879] lr: 7.929e-02, eta: 3 days, 11:29:38, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6398, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.2670 2021-07-09 07:29:59,881 - mmaction - INFO - Epoch [78][620/1879] lr: 7.929e-02, eta: 3 days, 11:29:19, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6566, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.2196 2021-07-09 07:30:17,047 - mmaction - INFO - Epoch [78][640/1879] lr: 7.929e-02, eta: 3 days, 11:28:59, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6492, loss_cls: 2.7152, loss: 2.7152, grad_norm: 2.2546 2021-07-09 07:30:34,115 - mmaction - INFO - Epoch [78][660/1879] lr: 7.929e-02, eta: 3 days, 11:28:39, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6316, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.2903 2021-07-09 07:30:51,233 - mmaction - INFO - Epoch [78][680/1879] lr: 7.929e-02, eta: 3 days, 11:28:19, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6562, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.2514 2021-07-09 07:31:08,278 - mmaction - INFO - Epoch [78][700/1879] lr: 7.929e-02, eta: 3 days, 11:28:00, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6504, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.2348 2021-07-09 07:31:25,251 - mmaction - INFO - Epoch [78][720/1879] lr: 7.929e-02, eta: 3 days, 11:27:39, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6496, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.2369 2021-07-09 07:31:42,290 - mmaction - INFO - Epoch [78][740/1879] lr: 7.929e-02, eta: 3 days, 11:27:20, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6293, loss_cls: 2.8003, loss: 2.8003, grad_norm: 2.2900 2021-07-09 07:31:59,507 - mmaction - INFO - Epoch [78][760/1879] lr: 7.929e-02, eta: 3 days, 11:27:00, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6398, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.2663 2021-07-09 07:32:16,413 - mmaction - INFO - Epoch [78][780/1879] lr: 7.929e-02, eta: 3 days, 11:26:40, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.2039 2021-07-09 07:32:33,431 - mmaction - INFO - Epoch [78][800/1879] lr: 7.929e-02, eta: 3 days, 11:26:20, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6348, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.2192 2021-07-09 07:32:50,305 - mmaction - INFO - Epoch [78][820/1879] lr: 7.929e-02, eta: 3 days, 11:26:00, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6504, loss_cls: 2.6657, loss: 2.6657, grad_norm: 2.2087 2021-07-09 07:33:07,313 - mmaction - INFO - Epoch [78][840/1879] lr: 7.929e-02, eta: 3 days, 11:25:40, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6484, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.2529 2021-07-09 07:33:24,521 - mmaction - INFO - Epoch [78][860/1879] lr: 7.929e-02, eta: 3 days, 11:25:20, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6359, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.2579 2021-07-09 07:33:41,550 - mmaction - INFO - Epoch [78][880/1879] lr: 7.929e-02, eta: 3 days, 11:25:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.2014 2021-07-09 07:33:58,523 - mmaction - INFO - Epoch [78][900/1879] lr: 7.929e-02, eta: 3 days, 11:24:40, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.1722 2021-07-09 07:34:15,549 - mmaction - INFO - Epoch [78][920/1879] lr: 7.929e-02, eta: 3 days, 11:24:20, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6453, loss_cls: 2.7420, loss: 2.7420, grad_norm: 2.2258 2021-07-09 07:34:32,615 - mmaction - INFO - Epoch [78][940/1879] lr: 7.929e-02, eta: 3 days, 11:24:01, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6418, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.3090 2021-07-09 07:34:49,936 - mmaction - INFO - Epoch [78][960/1879] lr: 7.929e-02, eta: 3 days, 11:23:41, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6418, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.2579 2021-07-09 07:35:07,078 - mmaction - INFO - Epoch [78][980/1879] lr: 7.929e-02, eta: 3 days, 11:23:22, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6492, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.2401 2021-07-09 07:35:24,147 - mmaction - INFO - Epoch [78][1000/1879] lr: 7.929e-02, eta: 3 days, 11:23:02, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.2333 2021-07-09 07:35:41,143 - mmaction - INFO - Epoch [78][1020/1879] lr: 7.929e-02, eta: 3 days, 11:22:42, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6508, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.2635 2021-07-09 07:35:58,234 - mmaction - INFO - Epoch [78][1040/1879] lr: 7.929e-02, eta: 3 days, 11:22:22, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6559, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.2497 2021-07-09 07:36:15,360 - mmaction - INFO - Epoch [78][1060/1879] lr: 7.929e-02, eta: 3 days, 11:22:02, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6395, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.2852 2021-07-09 07:36:32,508 - mmaction - INFO - Epoch [78][1080/1879] lr: 7.929e-02, eta: 3 days, 11:21:43, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6418, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.2556 2021-07-09 07:36:49,527 - mmaction - INFO - Epoch [78][1100/1879] lr: 7.929e-02, eta: 3 days, 11:21:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6578, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.2645 2021-07-09 07:37:06,609 - mmaction - INFO - Epoch [78][1120/1879] lr: 7.929e-02, eta: 3 days, 11:21:03, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.3107 2021-07-09 07:37:23,712 - mmaction - INFO - Epoch [78][1140/1879] lr: 7.929e-02, eta: 3 days, 11:20:43, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6488, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.2700 2021-07-09 07:37:40,885 - mmaction - INFO - Epoch [78][1160/1879] lr: 7.929e-02, eta: 3 days, 11:20:24, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6504, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.2952 2021-07-09 07:37:57,941 - mmaction - INFO - Epoch [78][1180/1879] lr: 7.929e-02, eta: 3 days, 11:20:04, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6453, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.2312 2021-07-09 07:38:14,939 - mmaction - INFO - Epoch [78][1200/1879] lr: 7.929e-02, eta: 3 days, 11:19:44, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.2735 2021-07-09 07:38:32,119 - mmaction - INFO - Epoch [78][1220/1879] lr: 7.929e-02, eta: 3 days, 11:19:24, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6687, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.2309 2021-07-09 07:38:49,177 - mmaction - INFO - Epoch [78][1240/1879] lr: 7.929e-02, eta: 3 days, 11:19:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6352, loss_cls: 2.7567, loss: 2.7567, grad_norm: 2.3148 2021-07-09 07:39:06,278 - mmaction - INFO - Epoch [78][1260/1879] lr: 7.929e-02, eta: 3 days, 11:18:45, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6453, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.2237 2021-07-09 07:39:23,283 - mmaction - INFO - Epoch [78][1280/1879] lr: 7.929e-02, eta: 3 days, 11:18:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6332, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.3053 2021-07-09 07:39:40,533 - mmaction - INFO - Epoch [78][1300/1879] lr: 7.929e-02, eta: 3 days, 11:18:05, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6289, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.3151 2021-07-09 07:39:57,650 - mmaction - INFO - Epoch [78][1320/1879] lr: 7.929e-02, eta: 3 days, 11:17:46, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6305, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.2509 2021-07-09 07:40:14,801 - mmaction - INFO - Epoch [78][1340/1879] lr: 7.929e-02, eta: 3 days, 11:17:26, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.2428 2021-07-09 07:40:31,674 - mmaction - INFO - Epoch [78][1360/1879] lr: 7.929e-02, eta: 3 days, 11:17:06, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.3143 2021-07-09 07:40:48,650 - mmaction - INFO - Epoch [78][1380/1879] lr: 7.929e-02, eta: 3 days, 11:16:46, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6488, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.2656 2021-07-09 07:41:06,084 - mmaction - INFO - Epoch [78][1400/1879] lr: 7.929e-02, eta: 3 days, 11:16:27, time: 0.874, data_time: 0.017, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6469, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.2499 2021-07-09 07:41:22,978 - mmaction - INFO - Epoch [78][1420/1879] lr: 7.929e-02, eta: 3 days, 11:16:06, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6285, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.2815 2021-07-09 07:41:39,909 - mmaction - INFO - Epoch [78][1440/1879] lr: 7.929e-02, eta: 3 days, 11:15:46, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.3268 2021-07-09 07:41:56,902 - mmaction - INFO - Epoch [78][1460/1879] lr: 7.929e-02, eta: 3 days, 11:15:26, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6309, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.2479 2021-07-09 07:42:14,102 - mmaction - INFO - Epoch [78][1480/1879] lr: 7.929e-02, eta: 3 days, 11:15:07, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6504, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.2153 2021-07-09 07:42:31,187 - mmaction - INFO - Epoch [78][1500/1879] lr: 7.929e-02, eta: 3 days, 11:14:47, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6355, loss_cls: 2.7688, loss: 2.7688, grad_norm: 2.2568 2021-07-09 07:42:48,155 - mmaction - INFO - Epoch [78][1520/1879] lr: 7.929e-02, eta: 3 days, 11:14:27, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6344, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.2346 2021-07-09 07:43:05,213 - mmaction - INFO - Epoch [78][1540/1879] lr: 7.929e-02, eta: 3 days, 11:14:07, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6398, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.2112 2021-07-09 07:43:22,273 - mmaction - INFO - Epoch [78][1560/1879] lr: 7.929e-02, eta: 3 days, 11:13:47, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6500, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.2622 2021-07-09 07:43:39,186 - mmaction - INFO - Epoch [78][1580/1879] lr: 7.929e-02, eta: 3 days, 11:13:27, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6441, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.2312 2021-07-09 07:43:56,233 - mmaction - INFO - Epoch [78][1600/1879] lr: 7.929e-02, eta: 3 days, 11:13:07, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6348, loss_cls: 2.7437, loss: 2.7437, grad_norm: 2.2592 2021-07-09 07:44:13,355 - mmaction - INFO - Epoch [78][1620/1879] lr: 7.929e-02, eta: 3 days, 11:12:48, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6480, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.2241 2021-07-09 07:44:30,234 - mmaction - INFO - Epoch [78][1640/1879] lr: 7.929e-02, eta: 3 days, 11:12:28, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6496, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.3038 2021-07-09 07:44:47,375 - mmaction - INFO - Epoch [78][1660/1879] lr: 7.929e-02, eta: 3 days, 11:12:08, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6527, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.2818 2021-07-09 07:45:04,301 - mmaction - INFO - Epoch [78][1680/1879] lr: 7.929e-02, eta: 3 days, 11:11:48, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6340, loss_cls: 2.7757, loss: 2.7757, grad_norm: 2.3164 2021-07-09 07:45:21,368 - mmaction - INFO - Epoch [78][1700/1879] lr: 7.929e-02, eta: 3 days, 11:11:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.3010 2021-07-09 07:45:38,507 - mmaction - INFO - Epoch [78][1720/1879] lr: 7.929e-02, eta: 3 days, 11:11:08, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6387, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.2644 2021-07-09 07:45:55,613 - mmaction - INFO - Epoch [78][1740/1879] lr: 7.929e-02, eta: 3 days, 11:10:49, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6512, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.2668 2021-07-09 07:46:12,755 - mmaction - INFO - Epoch [78][1760/1879] lr: 7.929e-02, eta: 3 days, 11:10:29, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6477, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.2113 2021-07-09 07:46:29,820 - mmaction - INFO - Epoch [78][1780/1879] lr: 7.929e-02, eta: 3 days, 11:10:09, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6414, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.2449 2021-07-09 07:46:47,067 - mmaction - INFO - Epoch [78][1800/1879] lr: 7.929e-02, eta: 3 days, 11:09:50, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.1870 2021-07-09 07:47:04,170 - mmaction - INFO - Epoch [78][1820/1879] lr: 7.929e-02, eta: 3 days, 11:09:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6137, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.2486 2021-07-09 07:47:21,222 - mmaction - INFO - Epoch [78][1840/1879] lr: 7.929e-02, eta: 3 days, 11:09:10, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6492, loss_cls: 2.7046, loss: 2.7046, grad_norm: 2.1833 2021-07-09 07:47:38,481 - mmaction - INFO - Epoch [78][1860/1879] lr: 7.929e-02, eta: 3 days, 11:08:51, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6426, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.2211 2021-07-09 07:47:59,731 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 07:47:59,737 - mmaction - INFO - 106 BN found 2021-07-09 07:52:24,718 - mmaction - INFO - BN stats updated 2021-07-09 07:53:46,930 - mmaction - INFO - Epoch [79][20/1879] lr: 7.879e-02, eta: 3 days, 11:09:59, time: 4.008, data_time: 2.828, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6543, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.2404 2021-07-09 07:54:03,609 - mmaction - INFO - Epoch [79][40/1879] lr: 7.879e-02, eta: 3 days, 11:09:38, time: 0.833, data_time: 0.007, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6660, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.2988 2021-07-09 07:54:20,168 - mmaction - INFO - Epoch [79][60/1879] lr: 7.879e-02, eta: 3 days, 11:09:18, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6672, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.2193 2021-07-09 07:54:36,717 - mmaction - INFO - Epoch [79][80/1879] lr: 7.879e-02, eta: 3 days, 11:08:57, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6453, loss_cls: 2.7150, loss: 2.7150, grad_norm: 2.2816 2021-07-09 07:54:53,439 - mmaction - INFO - Epoch [79][100/1879] lr: 7.879e-02, eta: 3 days, 11:08:36, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6527, loss_cls: 2.6905, loss: 2.6905, grad_norm: 2.2643 2021-07-09 07:55:10,239 - mmaction - INFO - Epoch [79][120/1879] lr: 7.879e-02, eta: 3 days, 11:08:15, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6160, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.2973 2021-07-09 07:55:26,857 - mmaction - INFO - Epoch [79][140/1879] lr: 7.879e-02, eta: 3 days, 11:07:55, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6406, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.2072 2021-07-09 07:55:43,892 - mmaction - INFO - Epoch [79][160/1879] lr: 7.879e-02, eta: 3 days, 11:07:35, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6598, loss_cls: 2.6337, loss: 2.6337, grad_norm: 2.2430 2021-07-09 07:56:00,770 - mmaction - INFO - Epoch [79][180/1879] lr: 7.879e-02, eta: 3 days, 11:07:15, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6645, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.2374 2021-07-09 07:56:17,764 - mmaction - INFO - Epoch [79][200/1879] lr: 7.879e-02, eta: 3 days, 11:06:55, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6395, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.2754 2021-07-09 07:56:34,632 - mmaction - INFO - Epoch [79][220/1879] lr: 7.879e-02, eta: 3 days, 11:06:34, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6602, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.2967 2021-07-09 07:56:51,556 - mmaction - INFO - Epoch [79][240/1879] lr: 7.879e-02, eta: 3 days, 11:06:14, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6453, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.3280 2021-07-09 07:57:08,474 - mmaction - INFO - Epoch [79][260/1879] lr: 7.879e-02, eta: 3 days, 11:05:54, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6523, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.2621 2021-07-09 07:57:25,547 - mmaction - INFO - Epoch [79][280/1879] lr: 7.879e-02, eta: 3 days, 11:05:34, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6383, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.2550 2021-07-09 07:57:42,394 - mmaction - INFO - Epoch [79][300/1879] lr: 7.879e-02, eta: 3 days, 11:05:14, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6586, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.2438 2021-07-09 07:57:59,449 - mmaction - INFO - Epoch [79][320/1879] lr: 7.879e-02, eta: 3 days, 11:04:54, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6547, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.2605 2021-07-09 07:58:16,515 - mmaction - INFO - Epoch [79][340/1879] lr: 7.879e-02, eta: 3 days, 11:04:34, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6539, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.2538 2021-07-09 07:58:33,481 - mmaction - INFO - Epoch [79][360/1879] lr: 7.879e-02, eta: 3 days, 11:04:14, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.3447 2021-07-09 07:58:50,483 - mmaction - INFO - Epoch [79][380/1879] lr: 7.879e-02, eta: 3 days, 11:03:54, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6406, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.2708 2021-07-09 07:59:07,496 - mmaction - INFO - Epoch [79][400/1879] lr: 7.879e-02, eta: 3 days, 11:03:34, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6543, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.2646 2021-07-09 07:59:24,613 - mmaction - INFO - Epoch [79][420/1879] lr: 7.879e-02, eta: 3 days, 11:03:15, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6465, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.2061 2021-07-09 07:59:41,589 - mmaction - INFO - Epoch [79][440/1879] lr: 7.879e-02, eta: 3 days, 11:02:55, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6508, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.2830 2021-07-09 07:59:58,725 - mmaction - INFO - Epoch [79][460/1879] lr: 7.879e-02, eta: 3 days, 11:02:35, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.2687 2021-07-09 08:00:15,615 - mmaction - INFO - Epoch [79][480/1879] lr: 7.879e-02, eta: 3 days, 11:02:15, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6500, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.2370 2021-07-09 08:00:32,704 - mmaction - INFO - Epoch [79][500/1879] lr: 7.879e-02, eta: 3 days, 11:01:55, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.2691 2021-07-09 08:00:49,737 - mmaction - INFO - Epoch [79][520/1879] lr: 7.879e-02, eta: 3 days, 11:01:35, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6535, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.2989 2021-07-09 08:01:06,686 - mmaction - INFO - Epoch [79][540/1879] lr: 7.879e-02, eta: 3 days, 11:01:15, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.6970, loss: 2.6970, grad_norm: 2.2180 2021-07-09 08:01:23,920 - mmaction - INFO - Epoch [79][560/1879] lr: 7.879e-02, eta: 3 days, 11:00:56, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6312, loss_cls: 2.7424, loss: 2.7424, grad_norm: 2.2487 2021-07-09 08:01:40,973 - mmaction - INFO - Epoch [79][580/1879] lr: 7.879e-02, eta: 3 days, 11:00:36, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.3054 2021-07-09 08:01:58,092 - mmaction - INFO - Epoch [79][600/1879] lr: 7.879e-02, eta: 3 days, 11:00:16, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6461, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.2665 2021-07-09 08:02:14,996 - mmaction - INFO - Epoch [79][620/1879] lr: 7.879e-02, eta: 3 days, 10:59:56, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.2742 2021-07-09 08:02:32,117 - mmaction - INFO - Epoch [79][640/1879] lr: 7.879e-02, eta: 3 days, 10:59:36, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6512, loss_cls: 2.7019, loss: 2.7019, grad_norm: 2.2702 2021-07-09 08:02:49,105 - mmaction - INFO - Epoch [79][660/1879] lr: 7.879e-02, eta: 3 days, 10:59:16, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.2530 2021-07-09 08:03:06,128 - mmaction - INFO - Epoch [79][680/1879] lr: 7.879e-02, eta: 3 days, 10:58:57, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6441, loss_cls: 2.7056, loss: 2.7056, grad_norm: 2.2251 2021-07-09 08:03:23,192 - mmaction - INFO - Epoch [79][700/1879] lr: 7.879e-02, eta: 3 days, 10:58:37, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.2230 2021-07-09 08:03:40,241 - mmaction - INFO - Epoch [79][720/1879] lr: 7.879e-02, eta: 3 days, 10:58:17, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6516, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.3278 2021-07-09 08:03:57,380 - mmaction - INFO - Epoch [79][740/1879] lr: 7.879e-02, eta: 3 days, 10:57:57, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6500, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.2886 2021-07-09 08:04:14,600 - mmaction - INFO - Epoch [79][760/1879] lr: 7.879e-02, eta: 3 days, 10:57:38, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6527, loss_cls: 2.6730, loss: 2.6730, grad_norm: 2.2201 2021-07-09 08:04:31,819 - mmaction - INFO - Epoch [79][780/1879] lr: 7.879e-02, eta: 3 days, 10:57:18, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6539, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.2823 2021-07-09 08:04:48,668 - mmaction - INFO - Epoch [79][800/1879] lr: 7.879e-02, eta: 3 days, 10:56:58, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.3069 2021-07-09 08:05:05,771 - mmaction - INFO - Epoch [79][820/1879] lr: 7.879e-02, eta: 3 days, 10:56:39, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6477, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.2615 2021-07-09 08:05:22,859 - mmaction - INFO - Epoch [79][840/1879] lr: 7.879e-02, eta: 3 days, 10:56:19, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6473, loss_cls: 2.7168, loss: 2.7168, grad_norm: 2.2309 2021-07-09 08:05:39,983 - mmaction - INFO - Epoch [79][860/1879] lr: 7.879e-02, eta: 3 days, 10:55:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6266, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.2745 2021-07-09 08:05:57,067 - mmaction - INFO - Epoch [79][880/1879] lr: 7.879e-02, eta: 3 days, 10:55:39, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6414, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.2719 2021-07-09 08:06:14,334 - mmaction - INFO - Epoch [79][900/1879] lr: 7.879e-02, eta: 3 days, 10:55:20, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6559, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.2692 2021-07-09 08:06:31,255 - mmaction - INFO - Epoch [79][920/1879] lr: 7.879e-02, eta: 3 days, 10:55:00, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6348, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.2825 2021-07-09 08:06:48,357 - mmaction - INFO - Epoch [79][940/1879] lr: 7.879e-02, eta: 3 days, 10:54:40, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6477, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.2330 2021-07-09 08:07:05,274 - mmaction - INFO - Epoch [79][960/1879] lr: 7.879e-02, eta: 3 days, 10:54:20, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.2684 2021-07-09 08:07:22,214 - mmaction - INFO - Epoch [79][980/1879] lr: 7.879e-02, eta: 3 days, 10:54:00, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6512, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.2235 2021-07-09 08:07:39,309 - mmaction - INFO - Epoch [79][1000/1879] lr: 7.879e-02, eta: 3 days, 10:53:40, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.6747, loss: 2.6747, grad_norm: 2.2564 2021-07-09 08:07:56,392 - mmaction - INFO - Epoch [79][1020/1879] lr: 7.879e-02, eta: 3 days, 10:53:21, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6508, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.2775 2021-07-09 08:08:13,352 - mmaction - INFO - Epoch [79][1040/1879] lr: 7.879e-02, eta: 3 days, 10:53:01, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6441, loss_cls: 2.6381, loss: 2.6381, grad_norm: 2.2770 2021-07-09 08:08:30,386 - mmaction - INFO - Epoch [79][1060/1879] lr: 7.879e-02, eta: 3 days, 10:52:41, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6570, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.2285 2021-07-09 08:08:47,422 - mmaction - INFO - Epoch [79][1080/1879] lr: 7.879e-02, eta: 3 days, 10:52:21, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6418, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.2683 2021-07-09 08:09:04,459 - mmaction - INFO - Epoch [79][1100/1879] lr: 7.879e-02, eta: 3 days, 10:52:01, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6488, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.2783 2021-07-09 08:09:21,518 - mmaction - INFO - Epoch [79][1120/1879] lr: 7.879e-02, eta: 3 days, 10:51:41, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6332, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.2679 2021-07-09 08:09:38,593 - mmaction - INFO - Epoch [79][1140/1879] lr: 7.879e-02, eta: 3 days, 10:51:21, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6551, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.1888 2021-07-09 08:09:55,543 - mmaction - INFO - Epoch [79][1160/1879] lr: 7.879e-02, eta: 3 days, 10:51:01, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6456, loss: 2.6456, grad_norm: 2.2465 2021-07-09 08:10:12,651 - mmaction - INFO - Epoch [79][1180/1879] lr: 7.879e-02, eta: 3 days, 10:50:42, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6570, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.2254 2021-07-09 08:10:29,877 - mmaction - INFO - Epoch [79][1200/1879] lr: 7.879e-02, eta: 3 days, 10:50:22, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6547, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.2313 2021-07-09 08:10:46,869 - mmaction - INFO - Epoch [79][1220/1879] lr: 7.879e-02, eta: 3 days, 10:50:02, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6352, loss_cls: 2.7978, loss: 2.7978, grad_norm: 2.2942 2021-07-09 08:11:03,864 - mmaction - INFO - Epoch [79][1240/1879] lr: 7.879e-02, eta: 3 days, 10:49:42, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6590, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.2409 2021-07-09 08:11:20,958 - mmaction - INFO - Epoch [79][1260/1879] lr: 7.879e-02, eta: 3 days, 10:49:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6574, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.2446 2021-07-09 08:11:38,115 - mmaction - INFO - Epoch [79][1280/1879] lr: 7.879e-02, eta: 3 days, 10:49:03, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6379, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.2962 2021-07-09 08:11:55,047 - mmaction - INFO - Epoch [79][1300/1879] lr: 7.879e-02, eta: 3 days, 10:48:43, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6578, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.2715 2021-07-09 08:12:12,177 - mmaction - INFO - Epoch [79][1320/1879] lr: 7.879e-02, eta: 3 days, 10:48:23, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6500, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.2472 2021-07-09 08:12:29,278 - mmaction - INFO - Epoch [79][1340/1879] lr: 7.879e-02, eta: 3 days, 10:48:04, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6359, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.2763 2021-07-09 08:12:46,209 - mmaction - INFO - Epoch [79][1360/1879] lr: 7.879e-02, eta: 3 days, 10:47:44, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6602, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.2846 2021-07-09 08:13:03,148 - mmaction - INFO - Epoch [79][1380/1879] lr: 7.879e-02, eta: 3 days, 10:47:24, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6305, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.3146 2021-07-09 08:13:20,329 - mmaction - INFO - Epoch [79][1400/1879] lr: 7.879e-02, eta: 3 days, 10:47:04, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6523, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.2899 2021-07-09 08:13:37,027 - mmaction - INFO - Epoch [79][1420/1879] lr: 7.879e-02, eta: 3 days, 10:46:44, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6520, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.2563 2021-07-09 08:13:54,016 - mmaction - INFO - Epoch [79][1440/1879] lr: 7.879e-02, eta: 3 days, 10:46:24, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6527, loss_cls: 2.6873, loss: 2.6873, grad_norm: 2.2747 2021-07-09 08:14:11,081 - mmaction - INFO - Epoch [79][1460/1879] lr: 7.879e-02, eta: 3 days, 10:46:04, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6324, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.2854 2021-07-09 08:14:28,058 - mmaction - INFO - Epoch [79][1480/1879] lr: 7.879e-02, eta: 3 days, 10:45:44, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6570, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.2288 2021-07-09 08:14:45,132 - mmaction - INFO - Epoch [79][1500/1879] lr: 7.879e-02, eta: 3 days, 10:45:24, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6539, loss_cls: 2.6796, loss: 2.6796, grad_norm: 2.2810 2021-07-09 08:15:02,002 - mmaction - INFO - Epoch [79][1520/1879] lr: 7.879e-02, eta: 3 days, 10:45:04, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.2472 2021-07-09 08:15:19,189 - mmaction - INFO - Epoch [79][1540/1879] lr: 7.879e-02, eta: 3 days, 10:44:45, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6309, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.2606 2021-07-09 08:15:36,407 - mmaction - INFO - Epoch [79][1560/1879] lr: 7.879e-02, eta: 3 days, 10:44:25, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6609, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.2361 2021-07-09 08:15:53,473 - mmaction - INFO - Epoch [79][1580/1879] lr: 7.879e-02, eta: 3 days, 10:44:05, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6320, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.2356 2021-07-09 08:16:10,644 - mmaction - INFO - Epoch [79][1600/1879] lr: 7.879e-02, eta: 3 days, 10:43:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6535, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.2665 2021-07-09 08:16:27,840 - mmaction - INFO - Epoch [79][1620/1879] lr: 7.879e-02, eta: 3 days, 10:43:26, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6504, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.2501 2021-07-09 08:16:44,820 - mmaction - INFO - Epoch [79][1640/1879] lr: 7.879e-02, eta: 3 days, 10:43:06, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6496, loss_cls: 2.7295, loss: 2.7295, grad_norm: 2.3212 2021-07-09 08:17:01,863 - mmaction - INFO - Epoch [79][1660/1879] lr: 7.879e-02, eta: 3 days, 10:42:47, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6629, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.2559 2021-07-09 08:17:18,822 - mmaction - INFO - Epoch [79][1680/1879] lr: 7.879e-02, eta: 3 days, 10:42:26, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6441, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.2446 2021-07-09 08:17:35,894 - mmaction - INFO - Epoch [79][1700/1879] lr: 7.879e-02, eta: 3 days, 10:42:07, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6562, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.2584 2021-07-09 08:17:53,040 - mmaction - INFO - Epoch [79][1720/1879] lr: 7.879e-02, eta: 3 days, 10:41:47, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6379, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.2346 2021-07-09 08:18:10,267 - mmaction - INFO - Epoch [79][1740/1879] lr: 7.879e-02, eta: 3 days, 10:41:28, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6500, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.2387 2021-07-09 08:18:27,394 - mmaction - INFO - Epoch [79][1760/1879] lr: 7.879e-02, eta: 3 days, 10:41:08, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6477, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.2748 2021-07-09 08:18:44,446 - mmaction - INFO - Epoch [79][1780/1879] lr: 7.879e-02, eta: 3 days, 10:40:48, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6645, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.2552 2021-07-09 08:19:01,415 - mmaction - INFO - Epoch [79][1800/1879] lr: 7.879e-02, eta: 3 days, 10:40:29, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.2371 2021-07-09 08:19:18,644 - mmaction - INFO - Epoch [79][1820/1879] lr: 7.879e-02, eta: 3 days, 10:40:09, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.2541 2021-07-09 08:19:35,538 - mmaction - INFO - Epoch [79][1840/1879] lr: 7.879e-02, eta: 3 days, 10:39:49, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6406, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.3433 2021-07-09 08:19:52,704 - mmaction - INFO - Epoch [79][1860/1879] lr: 7.879e-02, eta: 3 days, 10:39:29, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6488, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.3015 2021-07-09 08:20:11,411 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 08:20:11,416 - mmaction - INFO - 106 BN found 2021-07-09 08:24:37,219 - mmaction - INFO - BN stats updated 2021-07-09 08:26:31,133 - mmaction - INFO - Epoch [80][20/1879] lr: 7.829e-02, eta: 3 days, 10:41:47, time: 5.591, data_time: 4.696, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6648, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.2156 2021-07-09 08:26:47,782 - mmaction - INFO - Epoch [80][40/1879] lr: 7.829e-02, eta: 3 days, 10:41:26, time: 0.832, data_time: 0.010, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6680, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.2600 2021-07-09 08:27:04,326 - mmaction - INFO - Epoch [80][60/1879] lr: 7.829e-02, eta: 3 days, 10:41:05, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6473, loss_cls: 2.7180, loss: 2.7180, grad_norm: 2.2831 2021-07-09 08:27:20,735 - mmaction - INFO - Epoch [80][80/1879] lr: 7.829e-02, eta: 3 days, 10:40:44, time: 0.820, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6570, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.2640 2021-07-09 08:27:37,509 - mmaction - INFO - Epoch [80][100/1879] lr: 7.829e-02, eta: 3 days, 10:40:23, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6461, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.2469 2021-07-09 08:27:54,095 - mmaction - INFO - Epoch [80][120/1879] lr: 7.829e-02, eta: 3 days, 10:40:03, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6344, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.2854 2021-07-09 08:28:10,822 - mmaction - INFO - Epoch [80][140/1879] lr: 7.829e-02, eta: 3 days, 10:39:42, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6617, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.2643 2021-07-09 08:28:27,471 - mmaction - INFO - Epoch [80][160/1879] lr: 7.829e-02, eta: 3 days, 10:39:21, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6535, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.2578 2021-07-09 08:28:44,310 - mmaction - INFO - Epoch [80][180/1879] lr: 7.829e-02, eta: 3 days, 10:39:01, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6438, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.3190 2021-07-09 08:29:01,230 - mmaction - INFO - Epoch [80][200/1879] lr: 7.829e-02, eta: 3 days, 10:38:41, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6418, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.2386 2021-07-09 08:29:18,153 - mmaction - INFO - Epoch [80][220/1879] lr: 7.829e-02, eta: 3 days, 10:38:21, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6633, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.2541 2021-07-09 08:29:34,919 - mmaction - INFO - Epoch [80][240/1879] lr: 7.829e-02, eta: 3 days, 10:38:01, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.2602 2021-07-09 08:29:51,908 - mmaction - INFO - Epoch [80][260/1879] lr: 7.829e-02, eta: 3 days, 10:37:41, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6531, loss_cls: 2.6615, loss: 2.6615, grad_norm: 2.2889 2021-07-09 08:30:08,958 - mmaction - INFO - Epoch [80][280/1879] lr: 7.829e-02, eta: 3 days, 10:37:21, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6402, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.2935 2021-07-09 08:30:26,117 - mmaction - INFO - Epoch [80][300/1879] lr: 7.829e-02, eta: 3 days, 10:37:01, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6605, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.2565 2021-07-09 08:30:43,307 - mmaction - INFO - Epoch [80][320/1879] lr: 7.829e-02, eta: 3 days, 10:36:42, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6551, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.2563 2021-07-09 08:31:00,330 - mmaction - INFO - Epoch [80][340/1879] lr: 7.829e-02, eta: 3 days, 10:36:22, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6672, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.2261 2021-07-09 08:31:17,398 - mmaction - INFO - Epoch [80][360/1879] lr: 7.829e-02, eta: 3 days, 10:36:02, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6402, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.3102 2021-07-09 08:31:34,330 - mmaction - INFO - Epoch [80][380/1879] lr: 7.829e-02, eta: 3 days, 10:35:42, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6422, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.2793 2021-07-09 08:31:51,125 - mmaction - INFO - Epoch [80][400/1879] lr: 7.829e-02, eta: 3 days, 10:35:22, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6477, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.2635 2021-07-09 08:32:08,218 - mmaction - INFO - Epoch [80][420/1879] lr: 7.829e-02, eta: 3 days, 10:35:02, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6590, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.3110 2021-07-09 08:32:25,294 - mmaction - INFO - Epoch [80][440/1879] lr: 7.829e-02, eta: 3 days, 10:34:42, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.2379 2021-07-09 08:32:42,431 - mmaction - INFO - Epoch [80][460/1879] lr: 7.829e-02, eta: 3 days, 10:34:23, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6480, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.2755 2021-07-09 08:32:59,654 - mmaction - INFO - Epoch [80][480/1879] lr: 7.829e-02, eta: 3 days, 10:34:03, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6418, loss_cls: 2.7719, loss: 2.7719, grad_norm: 2.2850 2021-07-09 08:33:16,776 - mmaction - INFO - Epoch [80][500/1879] lr: 7.829e-02, eta: 3 days, 10:33:44, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.2703 2021-07-09 08:33:33,684 - mmaction - INFO - Epoch [80][520/1879] lr: 7.829e-02, eta: 3 days, 10:33:23, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6508, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.2995 2021-07-09 08:33:51,030 - mmaction - INFO - Epoch [80][540/1879] lr: 7.829e-02, eta: 3 days, 10:33:04, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6504, loss_cls: 2.7100, loss: 2.7100, grad_norm: 2.2643 2021-07-09 08:34:08,296 - mmaction - INFO - Epoch [80][560/1879] lr: 7.829e-02, eta: 3 days, 10:32:45, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.2627 2021-07-09 08:34:25,783 - mmaction - INFO - Epoch [80][580/1879] lr: 7.829e-02, eta: 3 days, 10:32:26, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6344, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.2752 2021-07-09 08:34:42,825 - mmaction - INFO - Epoch [80][600/1879] lr: 7.829e-02, eta: 3 days, 10:32:06, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6469, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.2641 2021-07-09 08:35:00,057 - mmaction - INFO - Epoch [80][620/1879] lr: 7.829e-02, eta: 3 days, 10:31:47, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6547, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.2705 2021-07-09 08:35:16,961 - mmaction - INFO - Epoch [80][640/1879] lr: 7.829e-02, eta: 3 days, 10:31:27, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6465, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.2714 2021-07-09 08:35:34,290 - mmaction - INFO - Epoch [80][660/1879] lr: 7.829e-02, eta: 3 days, 10:31:08, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.2563 2021-07-09 08:35:51,321 - mmaction - INFO - Epoch [80][680/1879] lr: 7.829e-02, eta: 3 days, 10:30:48, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.2906 2021-07-09 08:36:08,648 - mmaction - INFO - Epoch [80][700/1879] lr: 7.829e-02, eta: 3 days, 10:30:29, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.2159 2021-07-09 08:36:25,703 - mmaction - INFO - Epoch [80][720/1879] lr: 7.829e-02, eta: 3 days, 10:30:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6398, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.2746 2021-07-09 08:36:42,822 - mmaction - INFO - Epoch [80][740/1879] lr: 7.829e-02, eta: 3 days, 10:29:49, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6488, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.3039 2021-07-09 08:36:59,751 - mmaction - INFO - Epoch [80][760/1879] lr: 7.829e-02, eta: 3 days, 10:29:29, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6488, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.3422 2021-07-09 08:37:16,895 - mmaction - INFO - Epoch [80][780/1879] lr: 7.829e-02, eta: 3 days, 10:29:10, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6508, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.3311 2021-07-09 08:37:33,984 - mmaction - INFO - Epoch [80][800/1879] lr: 7.829e-02, eta: 3 days, 10:28:50, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6340, loss_cls: 2.7281, loss: 2.7281, grad_norm: 2.3183 2021-07-09 08:37:51,258 - mmaction - INFO - Epoch [80][820/1879] lr: 7.829e-02, eta: 3 days, 10:28:31, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6523, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.2255 2021-07-09 08:38:08,413 - mmaction - INFO - Epoch [80][840/1879] lr: 7.829e-02, eta: 3 days, 10:28:11, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6461, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.2452 2021-07-09 08:38:25,573 - mmaction - INFO - Epoch [80][860/1879] lr: 7.829e-02, eta: 3 days, 10:27:52, time: 0.857, data_time: 0.008, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6340, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.3252 2021-07-09 08:38:42,716 - mmaction - INFO - Epoch [80][880/1879] lr: 7.829e-02, eta: 3 days, 10:27:32, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6520, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.2914 2021-07-09 08:38:59,781 - mmaction - INFO - Epoch [80][900/1879] lr: 7.829e-02, eta: 3 days, 10:27:12, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6637, loss_cls: 2.6425, loss: 2.6425, grad_norm: 2.2875 2021-07-09 08:39:16,926 - mmaction - INFO - Epoch [80][920/1879] lr: 7.829e-02, eta: 3 days, 10:26:53, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6309, loss_cls: 2.7453, loss: 2.7453, grad_norm: 2.2632 2021-07-09 08:39:34,155 - mmaction - INFO - Epoch [80][940/1879] lr: 7.829e-02, eta: 3 days, 10:26:33, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6430, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.2683 2021-07-09 08:39:51,146 - mmaction - INFO - Epoch [80][960/1879] lr: 7.829e-02, eta: 3 days, 10:26:13, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6543, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.2909 2021-07-09 08:40:08,265 - mmaction - INFO - Epoch [80][980/1879] lr: 7.829e-02, eta: 3 days, 10:25:54, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6293, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.3614 2021-07-09 08:40:25,313 - mmaction - INFO - Epoch [80][1000/1879] lr: 7.829e-02, eta: 3 days, 10:25:34, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6305, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.2546 2021-07-09 08:40:42,451 - mmaction - INFO - Epoch [80][1020/1879] lr: 7.829e-02, eta: 3 days, 10:25:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6441, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.2750 2021-07-09 08:40:59,512 - mmaction - INFO - Epoch [80][1040/1879] lr: 7.829e-02, eta: 3 days, 10:24:55, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7641, loss: 2.7641, grad_norm: 2.2306 2021-07-09 08:41:16,544 - mmaction - INFO - Epoch [80][1060/1879] lr: 7.829e-02, eta: 3 days, 10:24:35, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6379, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.2387 2021-07-09 08:41:33,922 - mmaction - INFO - Epoch [80][1080/1879] lr: 7.829e-02, eta: 3 days, 10:24:16, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6504, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.2915 2021-07-09 08:41:51,028 - mmaction - INFO - Epoch [80][1100/1879] lr: 7.829e-02, eta: 3 days, 10:23:56, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7284, loss: 2.7284, grad_norm: 2.2594 2021-07-09 08:42:08,197 - mmaction - INFO - Epoch [80][1120/1879] lr: 7.829e-02, eta: 3 days, 10:23:37, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6434, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.2064 2021-07-09 08:42:25,280 - mmaction - INFO - Epoch [80][1140/1879] lr: 7.829e-02, eta: 3 days, 10:23:17, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.2927 2021-07-09 08:42:42,503 - mmaction - INFO - Epoch [80][1160/1879] lr: 7.829e-02, eta: 3 days, 10:22:57, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6430, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.2248 2021-07-09 08:42:59,534 - mmaction - INFO - Epoch [80][1180/1879] lr: 7.829e-02, eta: 3 days, 10:22:38, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6387, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.2218 2021-07-09 08:43:16,774 - mmaction - INFO - Epoch [80][1200/1879] lr: 7.829e-02, eta: 3 days, 10:22:18, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6398, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.2508 2021-07-09 08:43:34,037 - mmaction - INFO - Epoch [80][1220/1879] lr: 7.829e-02, eta: 3 days, 10:21:59, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6371, loss_cls: 2.7283, loss: 2.7283, grad_norm: 2.2536 2021-07-09 08:43:51,290 - mmaction - INFO - Epoch [80][1240/1879] lr: 7.829e-02, eta: 3 days, 10:21:39, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6562, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.2862 2021-07-09 08:44:08,323 - mmaction - INFO - Epoch [80][1260/1879] lr: 7.829e-02, eta: 3 days, 10:21:20, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6586, loss_cls: 2.6658, loss: 2.6658, grad_norm: 2.2750 2021-07-09 08:44:25,634 - mmaction - INFO - Epoch [80][1280/1879] lr: 7.829e-02, eta: 3 days, 10:21:01, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6555, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.2940 2021-07-09 08:44:42,702 - mmaction - INFO - Epoch [80][1300/1879] lr: 7.829e-02, eta: 3 days, 10:20:41, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6512, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.2319 2021-07-09 08:45:00,044 - mmaction - INFO - Epoch [80][1320/1879] lr: 7.829e-02, eta: 3 days, 10:20:22, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6441, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.2849 2021-07-09 08:45:17,306 - mmaction - INFO - Epoch [80][1340/1879] lr: 7.829e-02, eta: 3 days, 10:20:03, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6504, loss_cls: 2.6984, loss: 2.6984, grad_norm: 2.2629 2021-07-09 08:45:34,584 - mmaction - INFO - Epoch [80][1360/1879] lr: 7.829e-02, eta: 3 days, 10:19:43, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6426, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.2359 2021-07-09 08:45:51,730 - mmaction - INFO - Epoch [80][1380/1879] lr: 7.829e-02, eta: 3 days, 10:19:24, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6637, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.2859 2021-07-09 08:46:08,883 - mmaction - INFO - Epoch [80][1400/1879] lr: 7.829e-02, eta: 3 days, 10:19:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6469, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.2558 2021-07-09 08:46:25,996 - mmaction - INFO - Epoch [80][1420/1879] lr: 7.829e-02, eta: 3 days, 10:18:45, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6496, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.2605 2021-07-09 08:46:43,188 - mmaction - INFO - Epoch [80][1440/1879] lr: 7.829e-02, eta: 3 days, 10:18:25, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6484, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.2649 2021-07-09 08:47:00,193 - mmaction - INFO - Epoch [80][1460/1879] lr: 7.829e-02, eta: 3 days, 10:18:05, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6418, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.2657 2021-07-09 08:47:17,426 - mmaction - INFO - Epoch [80][1480/1879] lr: 7.829e-02, eta: 3 days, 10:17:46, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6488, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.2364 2021-07-09 08:47:34,610 - mmaction - INFO - Epoch [80][1500/1879] lr: 7.829e-02, eta: 3 days, 10:17:26, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6219, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.2252 2021-07-09 08:47:51,679 - mmaction - INFO - Epoch [80][1520/1879] lr: 7.829e-02, eta: 3 days, 10:17:07, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6605, loss_cls: 2.6398, loss: 2.6398, grad_norm: 2.1946 2021-07-09 08:48:08,976 - mmaction - INFO - Epoch [80][1540/1879] lr: 7.829e-02, eta: 3 days, 10:16:47, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6504, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.2184 2021-07-09 08:48:26,172 - mmaction - INFO - Epoch [80][1560/1879] lr: 7.829e-02, eta: 3 days, 10:16:28, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6562, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.2850 2021-07-09 08:48:43,388 - mmaction - INFO - Epoch [80][1580/1879] lr: 7.829e-02, eta: 3 days, 10:16:09, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6582, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.2216 2021-07-09 08:49:00,726 - mmaction - INFO - Epoch [80][1600/1879] lr: 7.829e-02, eta: 3 days, 10:15:49, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6371, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.2814 2021-07-09 08:49:17,973 - mmaction - INFO - Epoch [80][1620/1879] lr: 7.829e-02, eta: 3 days, 10:15:30, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6562, loss_cls: 2.6847, loss: 2.6847, grad_norm: 2.2826 2021-07-09 08:49:35,224 - mmaction - INFO - Epoch [80][1640/1879] lr: 7.829e-02, eta: 3 days, 10:15:11, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6516, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.2611 2021-07-09 08:49:52,331 - mmaction - INFO - Epoch [80][1660/1879] lr: 7.829e-02, eta: 3 days, 10:14:51, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6578, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.2571 2021-07-09 08:50:09,541 - mmaction - INFO - Epoch [80][1680/1879] lr: 7.829e-02, eta: 3 days, 10:14:32, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6508, loss_cls: 2.6976, loss: 2.6976, grad_norm: 2.2768 2021-07-09 08:50:26,797 - mmaction - INFO - Epoch [80][1700/1879] lr: 7.829e-02, eta: 3 days, 10:14:13, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6426, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.2711 2021-07-09 08:50:44,029 - mmaction - INFO - Epoch [80][1720/1879] lr: 7.829e-02, eta: 3 days, 10:13:53, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6500, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.2405 2021-07-09 08:51:01,189 - mmaction - INFO - Epoch [80][1740/1879] lr: 7.829e-02, eta: 3 days, 10:13:34, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6605, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.2511 2021-07-09 08:51:18,473 - mmaction - INFO - Epoch [80][1760/1879] lr: 7.829e-02, eta: 3 days, 10:13:14, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6391, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.2953 2021-07-09 08:51:35,724 - mmaction - INFO - Epoch [80][1780/1879] lr: 7.829e-02, eta: 3 days, 10:12:55, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6355, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.2195 2021-07-09 08:51:52,786 - mmaction - INFO - Epoch [80][1800/1879] lr: 7.829e-02, eta: 3 days, 10:12:35, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6480, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.2704 2021-07-09 08:52:09,825 - mmaction - INFO - Epoch [80][1820/1879] lr: 7.829e-02, eta: 3 days, 10:12:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6523, loss_cls: 2.7133, loss: 2.7133, grad_norm: 2.2207 2021-07-09 08:52:26,985 - mmaction - INFO - Epoch [80][1840/1879] lr: 7.829e-02, eta: 3 days, 10:11:56, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6422, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.2301 2021-07-09 08:52:44,227 - mmaction - INFO - Epoch [80][1860/1879] lr: 7.829e-02, eta: 3 days, 10:11:37, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6375, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.2865 2021-07-09 08:53:08,740 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 08:53:08,744 - mmaction - INFO - 106 BN found 2021-07-09 08:57:33,950 - mmaction - INFO - BN stats updated 2021-07-09 09:00:59,658 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 09:01:00,401 - mmaction - INFO - top1_acc 0.4890 top5_acc 0.7524 2021-07-09 09:01:00,401 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 09:01:00,431 - mmaction - INFO - mean_acc 0.4889 2021-07-09 09:01:00,856 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_80.pth. 2021-07-09 09:01:00,856 - mmaction - INFO - Best top1_acc is 0.4890 at 80 epoch. 2021-07-09 09:01:00,862 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-07-09 09:01:01,767 - mmaction - INFO - Epoch(val) [80][155] top1_acc: 0.4890, top5_acc: 0.7524, mean_class_accuracy: 0.4889 2021-07-09 09:02:32,136 - mmaction - INFO - Epoch [81][20/1879] lr: 7.778e-02, eta: 3 days, 10:13:04, time: 4.517, data_time: 3.617, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6652, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.1997 2021-07-09 09:02:48,748 - mmaction - INFO - Epoch [81][40/1879] lr: 7.778e-02, eta: 3 days, 10:12:43, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6562, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.2517 2021-07-09 09:03:05,227 - mmaction - INFO - Epoch [81][60/1879] lr: 7.778e-02, eta: 3 days, 10:12:22, time: 0.820, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6652, loss_cls: 2.6188, loss: 2.6188, grad_norm: 2.2951 2021-07-09 09:03:21,706 - mmaction - INFO - Epoch [81][80/1879] lr: 7.778e-02, eta: 3 days, 10:12:01, time: 0.827, data_time: 0.006, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6469, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.3108 2021-07-09 09:03:38,420 - mmaction - INFO - Epoch [81][100/1879] lr: 7.778e-02, eta: 3 days, 10:11:40, time: 0.835, data_time: 0.006, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6512, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.3170 2021-07-09 09:03:55,035 - mmaction - INFO - Epoch [81][120/1879] lr: 7.778e-02, eta: 3 days, 10:11:20, time: 0.833, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6652, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.3299 2021-07-09 09:04:11,875 - mmaction - INFO - Epoch [81][140/1879] lr: 7.778e-02, eta: 3 days, 10:11:00, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.3054 2021-07-09 09:04:28,575 - mmaction - INFO - Epoch [81][160/1879] lr: 7.778e-02, eta: 3 days, 10:10:39, time: 0.836, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6559, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.3231 2021-07-09 09:04:45,459 - mmaction - INFO - Epoch [81][180/1879] lr: 7.778e-02, eta: 3 days, 10:10:19, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7697, loss: 2.7697, grad_norm: 2.2511 2021-07-09 09:05:02,234 - mmaction - INFO - Epoch [81][200/1879] lr: 7.778e-02, eta: 3 days, 10:09:59, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6387, loss_cls: 2.6999, loss: 2.6999, grad_norm: 2.3021 2021-07-09 09:05:19,331 - mmaction - INFO - Epoch [81][220/1879] lr: 7.778e-02, eta: 3 days, 10:09:39, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6707, loss_cls: 2.6014, loss: 2.6014, grad_norm: 2.2462 2021-07-09 09:05:36,201 - mmaction - INFO - Epoch [81][240/1879] lr: 7.778e-02, eta: 3 days, 10:09:19, time: 0.843, data_time: 0.008, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6621, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.2733 2021-07-09 09:05:53,116 - mmaction - INFO - Epoch [81][260/1879] lr: 7.778e-02, eta: 3 days, 10:08:59, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6137, loss: 2.6137, grad_norm: 2.2555 2021-07-09 09:06:10,059 - mmaction - INFO - Epoch [81][280/1879] lr: 7.778e-02, eta: 3 days, 10:08:39, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6434, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.2830 2021-07-09 09:06:27,137 - mmaction - INFO - Epoch [81][300/1879] lr: 7.778e-02, eta: 3 days, 10:08:19, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6473, loss_cls: 2.6657, loss: 2.6657, grad_norm: 2.2671 2021-07-09 09:06:44,190 - mmaction - INFO - Epoch [81][320/1879] lr: 7.778e-02, eta: 3 days, 10:07:59, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6668, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.2867 2021-07-09 09:07:01,160 - mmaction - INFO - Epoch [81][340/1879] lr: 7.778e-02, eta: 3 days, 10:07:39, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6402, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.2873 2021-07-09 09:07:18,318 - mmaction - INFO - Epoch [81][360/1879] lr: 7.778e-02, eta: 3 days, 10:07:20, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6441, loss_cls: 2.7229, loss: 2.7229, grad_norm: 2.2637 2021-07-09 09:07:35,380 - mmaction - INFO - Epoch [81][380/1879] lr: 7.778e-02, eta: 3 days, 10:07:00, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6527, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.2763 2021-07-09 09:07:52,397 - mmaction - INFO - Epoch [81][400/1879] lr: 7.778e-02, eta: 3 days, 10:06:40, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.3075 2021-07-09 09:08:09,342 - mmaction - INFO - Epoch [81][420/1879] lr: 7.778e-02, eta: 3 days, 10:06:20, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6566, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.2682 2021-07-09 09:08:26,364 - mmaction - INFO - Epoch [81][440/1879] lr: 7.778e-02, eta: 3 days, 10:06:00, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6434, loss_cls: 2.7433, loss: 2.7433, grad_norm: 2.2639 2021-07-09 09:08:43,528 - mmaction - INFO - Epoch [81][460/1879] lr: 7.778e-02, eta: 3 days, 10:05:41, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6453, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.2556 2021-07-09 09:09:00,651 - mmaction - INFO - Epoch [81][480/1879] lr: 7.778e-02, eta: 3 days, 10:05:21, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6379, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.3465 2021-07-09 09:09:17,656 - mmaction - INFO - Epoch [81][500/1879] lr: 7.778e-02, eta: 3 days, 10:05:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6738, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.2334 2021-07-09 09:09:34,698 - mmaction - INFO - Epoch [81][520/1879] lr: 7.778e-02, eta: 3 days, 10:04:42, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6570, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.2481 2021-07-09 09:09:51,900 - mmaction - INFO - Epoch [81][540/1879] lr: 7.778e-02, eta: 3 days, 10:04:22, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6387, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.2854 2021-07-09 09:10:09,034 - mmaction - INFO - Epoch [81][560/1879] lr: 7.778e-02, eta: 3 days, 10:04:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.2484 2021-07-09 09:10:26,035 - mmaction - INFO - Epoch [81][580/1879] lr: 7.778e-02, eta: 3 days, 10:03:43, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6520, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.2608 2021-07-09 09:10:43,270 - mmaction - INFO - Epoch [81][600/1879] lr: 7.778e-02, eta: 3 days, 10:03:23, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6691, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.2388 2021-07-09 09:11:00,380 - mmaction - INFO - Epoch [81][620/1879] lr: 7.778e-02, eta: 3 days, 10:03:04, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6449, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.3438 2021-07-09 09:11:17,379 - mmaction - INFO - Epoch [81][640/1879] lr: 7.778e-02, eta: 3 days, 10:02:44, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6484, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.2812 2021-07-09 09:11:34,378 - mmaction - INFO - Epoch [81][660/1879] lr: 7.778e-02, eta: 3 days, 10:02:24, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6719, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.3019 2021-07-09 09:11:51,511 - mmaction - INFO - Epoch [81][680/1879] lr: 7.778e-02, eta: 3 days, 10:02:05, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6516, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.2996 2021-07-09 09:12:08,571 - mmaction - INFO - Epoch [81][700/1879] lr: 7.778e-02, eta: 3 days, 10:01:45, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6641, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.2594 2021-07-09 09:12:25,744 - mmaction - INFO - Epoch [81][720/1879] lr: 7.778e-02, eta: 3 days, 10:01:25, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6508, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.2153 2021-07-09 09:12:42,687 - mmaction - INFO - Epoch [81][740/1879] lr: 7.778e-02, eta: 3 days, 10:01:05, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.2997 2021-07-09 09:12:59,702 - mmaction - INFO - Epoch [81][760/1879] lr: 7.778e-02, eta: 3 days, 10:00:46, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6438, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.3264 2021-07-09 09:13:16,846 - mmaction - INFO - Epoch [81][780/1879] lr: 7.778e-02, eta: 3 days, 10:00:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6398, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.2799 2021-07-09 09:13:33,690 - mmaction - INFO - Epoch [81][800/1879] lr: 7.778e-02, eta: 3 days, 10:00:06, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6531, loss_cls: 2.6682, loss: 2.6682, grad_norm: 2.2709 2021-07-09 09:13:51,036 - mmaction - INFO - Epoch [81][820/1879] lr: 7.778e-02, eta: 3 days, 9:59:47, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6363, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.2641 2021-07-09 09:14:08,043 - mmaction - INFO - Epoch [81][840/1879] lr: 7.778e-02, eta: 3 days, 9:59:27, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6453, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.2662 2021-07-09 09:14:25,115 - mmaction - INFO - Epoch [81][860/1879] lr: 7.778e-02, eta: 3 days, 9:59:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.2460 2021-07-09 09:14:42,062 - mmaction - INFO - Epoch [81][880/1879] lr: 7.778e-02, eta: 3 days, 9:58:47, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6523, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.2860 2021-07-09 09:14:59,213 - mmaction - INFO - Epoch [81][900/1879] lr: 7.778e-02, eta: 3 days, 9:58:28, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.3468 2021-07-09 09:15:16,204 - mmaction - INFO - Epoch [81][920/1879] lr: 7.778e-02, eta: 3 days, 9:58:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.2821 2021-07-09 09:15:33,352 - mmaction - INFO - Epoch [81][940/1879] lr: 7.778e-02, eta: 3 days, 9:57:48, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6543, loss_cls: 2.6534, loss: 2.6534, grad_norm: 2.2739 2021-07-09 09:15:50,352 - mmaction - INFO - Epoch [81][960/1879] lr: 7.778e-02, eta: 3 days, 9:57:28, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6566, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.2748 2021-07-09 09:16:07,365 - mmaction - INFO - Epoch [81][980/1879] lr: 7.778e-02, eta: 3 days, 9:57:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6465, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.3268 2021-07-09 09:16:24,289 - mmaction - INFO - Epoch [81][1000/1879] lr: 7.778e-02, eta: 3 days, 9:56:49, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6453, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.3343 2021-07-09 09:16:41,451 - mmaction - INFO - Epoch [81][1020/1879] lr: 7.778e-02, eta: 3 days, 9:56:29, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.3117 2021-07-09 09:16:58,393 - mmaction - INFO - Epoch [81][1040/1879] lr: 7.778e-02, eta: 3 days, 9:56:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6484, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.2329 2021-07-09 09:17:15,493 - mmaction - INFO - Epoch [81][1060/1879] lr: 7.778e-02, eta: 3 days, 9:55:49, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6629, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.2341 2021-07-09 09:17:32,425 - mmaction - INFO - Epoch [81][1080/1879] lr: 7.778e-02, eta: 3 days, 9:55:29, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6570, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.2919 2021-07-09 09:17:49,699 - mmaction - INFO - Epoch [81][1100/1879] lr: 7.778e-02, eta: 3 days, 9:55:10, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6707, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.2764 2021-07-09 09:18:06,775 - mmaction - INFO - Epoch [81][1120/1879] lr: 7.778e-02, eta: 3 days, 9:54:51, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6512, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.2968 2021-07-09 09:18:23,835 - mmaction - INFO - Epoch [81][1140/1879] lr: 7.778e-02, eta: 3 days, 9:54:31, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6668, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.2921 2021-07-09 09:18:40,900 - mmaction - INFO - Epoch [81][1160/1879] lr: 7.778e-02, eta: 3 days, 9:54:11, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6305, loss_cls: 2.7433, loss: 2.7433, grad_norm: 2.2455 2021-07-09 09:18:57,985 - mmaction - INFO - Epoch [81][1180/1879] lr: 7.778e-02, eta: 3 days, 9:53:51, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6449, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.2761 2021-07-09 09:19:15,057 - mmaction - INFO - Epoch [81][1200/1879] lr: 7.778e-02, eta: 3 days, 9:53:32, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6348, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.2366 2021-07-09 09:19:32,199 - mmaction - INFO - Epoch [81][1220/1879] lr: 7.778e-02, eta: 3 days, 9:53:12, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6309, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.3025 2021-07-09 09:19:49,235 - mmaction - INFO - Epoch [81][1240/1879] lr: 7.778e-02, eta: 3 days, 9:52:53, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6629, loss_cls: 2.6516, loss: 2.6516, grad_norm: 2.2342 2021-07-09 09:20:06,326 - mmaction - INFO - Epoch [81][1260/1879] lr: 7.778e-02, eta: 3 days, 9:52:33, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6508, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.2360 2021-07-09 09:20:23,355 - mmaction - INFO - Epoch [81][1280/1879] lr: 7.778e-02, eta: 3 days, 9:52:13, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6465, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.2740 2021-07-09 09:20:40,614 - mmaction - INFO - Epoch [81][1300/1879] lr: 7.778e-02, eta: 3 days, 9:51:54, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.7002, loss: 2.7002, grad_norm: 2.2506 2021-07-09 09:20:57,774 - mmaction - INFO - Epoch [81][1320/1879] lr: 7.778e-02, eta: 3 days, 9:51:34, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6391, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.2965 2021-07-09 09:21:15,104 - mmaction - INFO - Epoch [81][1340/1879] lr: 7.778e-02, eta: 3 days, 9:51:15, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6375, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.2280 2021-07-09 09:21:32,296 - mmaction - INFO - Epoch [81][1360/1879] lr: 7.778e-02, eta: 3 days, 9:50:56, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.2527 2021-07-09 09:21:49,292 - mmaction - INFO - Epoch [81][1380/1879] lr: 7.778e-02, eta: 3 days, 9:50:36, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6379, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.2841 2021-07-09 09:22:06,542 - mmaction - INFO - Epoch [81][1400/1879] lr: 7.778e-02, eta: 3 days, 9:50:17, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6238, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.3284 2021-07-09 09:22:23,659 - mmaction - INFO - Epoch [81][1420/1879] lr: 7.778e-02, eta: 3 days, 9:49:57, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6555, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.1996 2021-07-09 09:22:41,045 - mmaction - INFO - Epoch [81][1440/1879] lr: 7.778e-02, eta: 3 days, 9:49:38, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6371, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.3047 2021-07-09 09:22:58,086 - mmaction - INFO - Epoch [81][1460/1879] lr: 7.778e-02, eta: 3 days, 9:49:18, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6723, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.2316 2021-07-09 09:23:15,266 - mmaction - INFO - Epoch [81][1480/1879] lr: 7.778e-02, eta: 3 days, 9:48:59, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.2721 2021-07-09 09:23:32,360 - mmaction - INFO - Epoch [81][1500/1879] lr: 7.778e-02, eta: 3 days, 9:48:39, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6523, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.2614 2021-07-09 09:23:49,578 - mmaction - INFO - Epoch [81][1520/1879] lr: 7.778e-02, eta: 3 days, 9:48:20, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6379, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.2768 2021-07-09 09:24:06,681 - mmaction - INFO - Epoch [81][1540/1879] lr: 7.778e-02, eta: 3 days, 9:48:00, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6453, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.2629 2021-07-09 09:24:23,791 - mmaction - INFO - Epoch [81][1560/1879] lr: 7.778e-02, eta: 3 days, 9:47:41, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6559, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.2417 2021-07-09 09:24:40,835 - mmaction - INFO - Epoch [81][1580/1879] lr: 7.778e-02, eta: 3 days, 9:47:21, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6504, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.3411 2021-07-09 09:24:57,992 - mmaction - INFO - Epoch [81][1600/1879] lr: 7.778e-02, eta: 3 days, 9:47:01, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6500, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.2336 2021-07-09 09:25:15,159 - mmaction - INFO - Epoch [81][1620/1879] lr: 7.778e-02, eta: 3 days, 9:46:42, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6480, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.2411 2021-07-09 09:25:32,356 - mmaction - INFO - Epoch [81][1640/1879] lr: 7.778e-02, eta: 3 days, 9:46:23, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6418, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.2867 2021-07-09 09:25:49,429 - mmaction - INFO - Epoch [81][1660/1879] lr: 7.778e-02, eta: 3 days, 9:46:03, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6492, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.2329 2021-07-09 09:26:06,713 - mmaction - INFO - Epoch [81][1680/1879] lr: 7.778e-02, eta: 3 days, 9:45:44, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6598, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.2881 2021-07-09 09:26:23,783 - mmaction - INFO - Epoch [81][1700/1879] lr: 7.778e-02, eta: 3 days, 9:45:24, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6352, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.2439 2021-07-09 09:26:41,066 - mmaction - INFO - Epoch [81][1720/1879] lr: 7.778e-02, eta: 3 days, 9:45:05, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6617, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.2652 2021-07-09 09:26:57,962 - mmaction - INFO - Epoch [81][1740/1879] lr: 7.778e-02, eta: 3 days, 9:44:45, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.7370, loss: 2.7370, grad_norm: 2.3226 2021-07-09 09:27:15,194 - mmaction - INFO - Epoch [81][1760/1879] lr: 7.778e-02, eta: 3 days, 9:44:25, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6586, loss_cls: 2.6434, loss: 2.6434, grad_norm: 2.2489 2021-07-09 09:27:32,150 - mmaction - INFO - Epoch [81][1780/1879] lr: 7.778e-02, eta: 3 days, 9:44:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6687, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.2282 2021-07-09 09:27:49,212 - mmaction - INFO - Epoch [81][1800/1879] lr: 7.778e-02, eta: 3 days, 9:43:46, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.7005, loss: 2.7005, grad_norm: 2.2679 2021-07-09 09:28:06,418 - mmaction - INFO - Epoch [81][1820/1879] lr: 7.778e-02, eta: 3 days, 9:43:27, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6426, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.2574 2021-07-09 09:28:23,313 - mmaction - INFO - Epoch [81][1840/1879] lr: 7.778e-02, eta: 3 days, 9:43:07, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6441, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.1666 2021-07-09 09:28:40,234 - mmaction - INFO - Epoch [81][1860/1879] lr: 7.778e-02, eta: 3 days, 9:42:47, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.2241 2021-07-09 09:29:05,412 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 09:29:05,415 - mmaction - INFO - 106 BN found 2021-07-09 09:33:31,310 - mmaction - INFO - BN stats updated 2021-07-09 09:35:48,372 - mmaction - INFO - Epoch [82][20/1879] lr: 7.727e-02, eta: 3 days, 9:45:48, time: 6.750, data_time: 5.910, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6723, loss_cls: 2.6282, loss: 2.6282, grad_norm: 2.2505 2021-07-09 09:36:04,955 - mmaction - INFO - Epoch [82][40/1879] lr: 7.727e-02, eta: 3 days, 9:45:27, time: 0.827, data_time: 0.009, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6527, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.2828 2021-07-09 09:36:21,306 - mmaction - INFO - Epoch [82][60/1879] lr: 7.727e-02, eta: 3 days, 9:45:06, time: 0.819, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6609, loss_cls: 2.6428, loss: 2.6428, grad_norm: 2.2311 2021-07-09 09:36:37,859 - mmaction - INFO - Epoch [82][80/1879] lr: 7.727e-02, eta: 3 days, 9:44:45, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6770, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.2953 2021-07-09 09:36:54,350 - mmaction - INFO - Epoch [82][100/1879] lr: 7.727e-02, eta: 3 days, 9:44:24, time: 0.823, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6488, loss_cls: 2.6635, loss: 2.6635, grad_norm: 2.2946 2021-07-09 09:37:11,177 - mmaction - INFO - Epoch [82][120/1879] lr: 7.727e-02, eta: 3 days, 9:44:04, time: 0.839, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6594, loss_cls: 2.6899, loss: 2.6899, grad_norm: 2.2891 2021-07-09 09:37:27,715 - mmaction - INFO - Epoch [82][140/1879] lr: 7.727e-02, eta: 3 days, 9:43:43, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6312, loss_cls: 2.7230, loss: 2.7230, grad_norm: 2.2998 2021-07-09 09:37:44,433 - mmaction - INFO - Epoch [82][160/1879] lr: 7.727e-02, eta: 3 days, 9:43:23, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6602, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.2719 2021-07-09 09:38:01,207 - mmaction - INFO - Epoch [82][180/1879] lr: 7.727e-02, eta: 3 days, 9:43:02, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6609, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.2325 2021-07-09 09:38:18,003 - mmaction - INFO - Epoch [82][200/1879] lr: 7.727e-02, eta: 3 days, 9:42:42, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6477, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.3193 2021-07-09 09:38:34,947 - mmaction - INFO - Epoch [82][220/1879] lr: 7.727e-02, eta: 3 days, 9:42:22, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6730, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.2412 2021-07-09 09:38:51,765 - mmaction - INFO - Epoch [82][240/1879] lr: 7.727e-02, eta: 3 days, 9:42:02, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6449, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.2918 2021-07-09 09:39:08,800 - mmaction - INFO - Epoch [82][260/1879] lr: 7.727e-02, eta: 3 days, 9:41:42, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6457, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.2868 2021-07-09 09:39:25,885 - mmaction - INFO - Epoch [82][280/1879] lr: 7.727e-02, eta: 3 days, 9:41:22, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6691, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.2947 2021-07-09 09:39:42,810 - mmaction - INFO - Epoch [82][300/1879] lr: 7.727e-02, eta: 3 days, 9:41:02, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.2472 2021-07-09 09:39:59,766 - mmaction - INFO - Epoch [82][320/1879] lr: 7.727e-02, eta: 3 days, 9:40:42, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6672, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.3113 2021-07-09 09:40:16,787 - mmaction - INFO - Epoch [82][340/1879] lr: 7.727e-02, eta: 3 days, 9:40:23, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6598, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.2470 2021-07-09 09:40:33,917 - mmaction - INFO - Epoch [82][360/1879] lr: 7.727e-02, eta: 3 days, 9:40:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7364, loss: 2.7364, grad_norm: 2.3220 2021-07-09 09:40:51,224 - mmaction - INFO - Epoch [82][380/1879] lr: 7.727e-02, eta: 3 days, 9:39:44, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6480, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.2660 2021-07-09 09:41:08,191 - mmaction - INFO - Epoch [82][400/1879] lr: 7.727e-02, eta: 3 days, 9:39:24, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6523, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.2773 2021-07-09 09:41:25,151 - mmaction - INFO - Epoch [82][420/1879] lr: 7.727e-02, eta: 3 days, 9:39:04, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6277, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.2342 2021-07-09 09:41:42,216 - mmaction - INFO - Epoch [82][440/1879] lr: 7.727e-02, eta: 3 days, 9:38:44, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6340, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.2474 2021-07-09 09:41:59,300 - mmaction - INFO - Epoch [82][460/1879] lr: 7.727e-02, eta: 3 days, 9:38:25, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.2201 2021-07-09 09:42:16,433 - mmaction - INFO - Epoch [82][480/1879] lr: 7.727e-02, eta: 3 days, 9:38:05, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6605, loss_cls: 2.6725, loss: 2.6725, grad_norm: 2.3147 2021-07-09 09:42:33,572 - mmaction - INFO - Epoch [82][500/1879] lr: 7.727e-02, eta: 3 days, 9:37:46, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6578, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.2990 2021-07-09 09:42:50,558 - mmaction - INFO - Epoch [82][520/1879] lr: 7.727e-02, eta: 3 days, 9:37:26, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.2763 2021-07-09 09:43:07,541 - mmaction - INFO - Epoch [82][540/1879] lr: 7.727e-02, eta: 3 days, 9:37:06, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6340, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.2697 2021-07-09 09:43:24,516 - mmaction - INFO - Epoch [82][560/1879] lr: 7.727e-02, eta: 3 days, 9:36:46, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6516, loss_cls: 2.6604, loss: 2.6604, grad_norm: 2.2988 2021-07-09 09:43:41,682 - mmaction - INFO - Epoch [82][580/1879] lr: 7.727e-02, eta: 3 days, 9:36:26, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6438, loss_cls: 2.7364, loss: 2.7364, grad_norm: 2.3052 2021-07-09 09:43:58,815 - mmaction - INFO - Epoch [82][600/1879] lr: 7.727e-02, eta: 3 days, 9:36:07, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6574, loss_cls: 2.6456, loss: 2.6456, grad_norm: 2.2570 2021-07-09 09:44:15,816 - mmaction - INFO - Epoch [82][620/1879] lr: 7.727e-02, eta: 3 days, 9:35:47, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6605, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.2401 2021-07-09 09:44:32,745 - mmaction - INFO - Epoch [82][640/1879] lr: 7.727e-02, eta: 3 days, 9:35:27, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6523, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.2516 2021-07-09 09:44:49,615 - mmaction - INFO - Epoch [82][660/1879] lr: 7.727e-02, eta: 3 days, 9:35:07, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6512, loss_cls: 2.6615, loss: 2.6615, grad_norm: 2.2773 2021-07-09 09:45:06,734 - mmaction - INFO - Epoch [82][680/1879] lr: 7.727e-02, eta: 3 days, 9:34:47, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6457, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.2674 2021-07-09 09:45:23,774 - mmaction - INFO - Epoch [82][700/1879] lr: 7.727e-02, eta: 3 days, 9:34:28, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6379, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.2292 2021-07-09 09:45:40,816 - mmaction - INFO - Epoch [82][720/1879] lr: 7.727e-02, eta: 3 days, 9:34:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6535, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.2698 2021-07-09 09:45:58,010 - mmaction - INFO - Epoch [82][740/1879] lr: 7.727e-02, eta: 3 days, 9:33:49, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6395, loss_cls: 2.7184, loss: 2.7184, grad_norm: 2.2521 2021-07-09 09:46:15,037 - mmaction - INFO - Epoch [82][760/1879] lr: 7.727e-02, eta: 3 days, 9:33:29, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6574, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.2477 2021-07-09 09:46:32,117 - mmaction - INFO - Epoch [82][780/1879] lr: 7.727e-02, eta: 3 days, 9:33:09, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.3000 2021-07-09 09:46:49,098 - mmaction - INFO - Epoch [82][800/1879] lr: 7.727e-02, eta: 3 days, 9:32:49, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6418, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.2837 2021-07-09 09:47:06,207 - mmaction - INFO - Epoch [82][820/1879] lr: 7.727e-02, eta: 3 days, 9:32:29, time: 0.854, data_time: 0.009, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6410, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.2552 2021-07-09 09:47:23,324 - mmaction - INFO - Epoch [82][840/1879] lr: 7.727e-02, eta: 3 days, 9:32:10, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6586, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.2263 2021-07-09 09:47:40,450 - mmaction - INFO - Epoch [82][860/1879] lr: 7.727e-02, eta: 3 days, 9:31:50, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.2611 2021-07-09 09:47:57,495 - mmaction - INFO - Epoch [82][880/1879] lr: 7.727e-02, eta: 3 days, 9:31:31, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.2489 2021-07-09 09:48:14,408 - mmaction - INFO - Epoch [82][900/1879] lr: 7.727e-02, eta: 3 days, 9:31:11, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6516, loss_cls: 2.6976, loss: 2.6976, grad_norm: 2.3498 2021-07-09 09:48:31,612 - mmaction - INFO - Epoch [82][920/1879] lr: 7.727e-02, eta: 3 days, 9:30:51, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6238, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.2418 2021-07-09 09:48:48,577 - mmaction - INFO - Epoch [82][940/1879] lr: 7.727e-02, eta: 3 days, 9:30:31, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6566, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.2574 2021-07-09 09:49:05,662 - mmaction - INFO - Epoch [82][960/1879] lr: 7.727e-02, eta: 3 days, 9:30:12, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6473, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.2511 2021-07-09 09:49:22,615 - mmaction - INFO - Epoch [82][980/1879] lr: 7.727e-02, eta: 3 days, 9:29:52, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6555, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.2296 2021-07-09 09:49:39,603 - mmaction - INFO - Epoch [82][1000/1879] lr: 7.727e-02, eta: 3 days, 9:29:32, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6355, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.2976 2021-07-09 09:49:56,711 - mmaction - INFO - Epoch [82][1020/1879] lr: 7.727e-02, eta: 3 days, 9:29:12, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6520, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.2534 2021-07-09 09:50:13,856 - mmaction - INFO - Epoch [82][1040/1879] lr: 7.727e-02, eta: 3 days, 9:28:53, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6352, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.2512 2021-07-09 09:50:30,942 - mmaction - INFO - Epoch [82][1060/1879] lr: 7.727e-02, eta: 3 days, 9:28:33, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.3233 2021-07-09 09:50:47,921 - mmaction - INFO - Epoch [82][1080/1879] lr: 7.727e-02, eta: 3 days, 9:28:13, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6340, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.3057 2021-07-09 09:51:04,911 - mmaction - INFO - Epoch [82][1100/1879] lr: 7.727e-02, eta: 3 days, 9:27:54, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6520, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.2177 2021-07-09 09:51:22,101 - mmaction - INFO - Epoch [82][1120/1879] lr: 7.727e-02, eta: 3 days, 9:27:34, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6453, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.2413 2021-07-09 09:51:39,222 - mmaction - INFO - Epoch [82][1140/1879] lr: 7.727e-02, eta: 3 days, 9:27:15, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6707, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.2156 2021-07-09 09:51:56,513 - mmaction - INFO - Epoch [82][1160/1879] lr: 7.727e-02, eta: 3 days, 9:26:55, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6434, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.2980 2021-07-09 09:52:13,376 - mmaction - INFO - Epoch [82][1180/1879] lr: 7.727e-02, eta: 3 days, 9:26:35, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6602, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.2737 2021-07-09 09:52:30,529 - mmaction - INFO - Epoch [82][1200/1879] lr: 7.727e-02, eta: 3 days, 9:26:16, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.2468 2021-07-09 09:52:47,453 - mmaction - INFO - Epoch [82][1220/1879] lr: 7.727e-02, eta: 3 days, 9:25:56, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6559, loss_cls: 2.6337, loss: 2.6337, grad_norm: 2.3167 2021-07-09 09:53:04,349 - mmaction - INFO - Epoch [82][1240/1879] lr: 7.727e-02, eta: 3 days, 9:25:36, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6406, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.3055 2021-07-09 09:53:21,389 - mmaction - INFO - Epoch [82][1260/1879] lr: 7.727e-02, eta: 3 days, 9:25:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6656, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.2710 2021-07-09 09:53:38,591 - mmaction - INFO - Epoch [82][1280/1879] lr: 7.727e-02, eta: 3 days, 9:24:57, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6461, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.2801 2021-07-09 09:53:55,504 - mmaction - INFO - Epoch [82][1300/1879] lr: 7.727e-02, eta: 3 days, 9:24:37, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6441, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.2023 2021-07-09 09:54:12,503 - mmaction - INFO - Epoch [82][1320/1879] lr: 7.727e-02, eta: 3 days, 9:24:17, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6434, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.2381 2021-07-09 09:54:29,520 - mmaction - INFO - Epoch [82][1340/1879] lr: 7.727e-02, eta: 3 days, 9:23:57, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6637, loss_cls: 2.6958, loss: 2.6958, grad_norm: 2.2880 2021-07-09 09:54:46,634 - mmaction - INFO - Epoch [82][1360/1879] lr: 7.727e-02, eta: 3 days, 9:23:37, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.3059 2021-07-09 09:55:03,671 - mmaction - INFO - Epoch [82][1380/1879] lr: 7.727e-02, eta: 3 days, 9:23:18, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6551, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.3155 2021-07-09 09:55:20,550 - mmaction - INFO - Epoch [82][1400/1879] lr: 7.727e-02, eta: 3 days, 9:22:58, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6352, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.2777 2021-07-09 09:55:37,434 - mmaction - INFO - Epoch [82][1420/1879] lr: 7.727e-02, eta: 3 days, 9:22:38, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6605, loss_cls: 2.6466, loss: 2.6466, grad_norm: 2.2657 2021-07-09 09:55:54,583 - mmaction - INFO - Epoch [82][1440/1879] lr: 7.727e-02, eta: 3 days, 9:22:18, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.2918 2021-07-09 09:56:11,516 - mmaction - INFO - Epoch [82][1460/1879] lr: 7.727e-02, eta: 3 days, 9:21:58, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6555, loss_cls: 2.6520, loss: 2.6520, grad_norm: 2.2995 2021-07-09 09:56:28,422 - mmaction - INFO - Epoch [82][1480/1879] lr: 7.727e-02, eta: 3 days, 9:21:38, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6594, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.2706 2021-07-09 09:56:45,457 - mmaction - INFO - Epoch [82][1500/1879] lr: 7.727e-02, eta: 3 days, 9:21:19, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6547, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.2582 2021-07-09 09:57:02,559 - mmaction - INFO - Epoch [82][1520/1879] lr: 7.727e-02, eta: 3 days, 9:20:59, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6457, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.3293 2021-07-09 09:57:19,486 - mmaction - INFO - Epoch [82][1540/1879] lr: 7.727e-02, eta: 3 days, 9:20:39, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6500, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.2504 2021-07-09 09:57:36,555 - mmaction - INFO - Epoch [82][1560/1879] lr: 7.727e-02, eta: 3 days, 9:20:19, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6305, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.2857 2021-07-09 09:57:53,462 - mmaction - INFO - Epoch [82][1580/1879] lr: 7.727e-02, eta: 3 days, 9:19:59, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6652, loss_cls: 2.6412, loss: 2.6412, grad_norm: 2.2536 2021-07-09 09:58:10,611 - mmaction - INFO - Epoch [82][1600/1879] lr: 7.727e-02, eta: 3 days, 9:19:40, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6613, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.3143 2021-07-09 09:58:27,572 - mmaction - INFO - Epoch [82][1620/1879] lr: 7.727e-02, eta: 3 days, 9:19:20, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6297, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.3383 2021-07-09 09:58:44,551 - mmaction - INFO - Epoch [82][1640/1879] lr: 7.727e-02, eta: 3 days, 9:19:00, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6430, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.2822 2021-07-09 09:59:01,628 - mmaction - INFO - Epoch [82][1660/1879] lr: 7.727e-02, eta: 3 days, 9:18:40, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6340, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.3178 2021-07-09 09:59:18,800 - mmaction - INFO - Epoch [82][1680/1879] lr: 7.727e-02, eta: 3 days, 9:18:21, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6527, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.2868 2021-07-09 09:59:35,747 - mmaction - INFO - Epoch [82][1700/1879] lr: 7.727e-02, eta: 3 days, 9:18:01, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6566, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.2869 2021-07-09 09:59:52,862 - mmaction - INFO - Epoch [82][1720/1879] lr: 7.727e-02, eta: 3 days, 9:17:42, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6527, loss_cls: 2.6861, loss: 2.6861, grad_norm: 2.2869 2021-07-09 10:00:09,726 - mmaction - INFO - Epoch [82][1740/1879] lr: 7.727e-02, eta: 3 days, 9:17:21, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6508, loss_cls: 2.6811, loss: 2.6811, grad_norm: 2.2861 2021-07-09 10:00:26,814 - mmaction - INFO - Epoch [82][1760/1879] lr: 7.727e-02, eta: 3 days, 9:17:02, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6445, loss_cls: 2.7223, loss: 2.7223, grad_norm: 2.2881 2021-07-09 10:00:43,755 - mmaction - INFO - Epoch [82][1780/1879] lr: 7.727e-02, eta: 3 days, 9:16:42, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6594, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.2701 2021-07-09 10:01:00,879 - mmaction - INFO - Epoch [82][1800/1879] lr: 7.727e-02, eta: 3 days, 9:16:22, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6500, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.3392 2021-07-09 10:01:17,823 - mmaction - INFO - Epoch [82][1820/1879] lr: 7.727e-02, eta: 3 days, 9:16:03, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6336, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.2875 2021-07-09 10:01:34,900 - mmaction - INFO - Epoch [82][1840/1879] lr: 7.727e-02, eta: 3 days, 9:15:43, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6562, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.2870 2021-07-09 10:01:51,855 - mmaction - INFO - Epoch [82][1860/1879] lr: 7.727e-02, eta: 3 days, 9:15:23, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6523, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.2935 2021-07-09 10:02:18,496 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 10:02:18,504 - mmaction - INFO - 106 BN found 2021-07-09 10:06:45,119 - mmaction - INFO - BN stats updated 2021-07-09 10:09:05,986 - mmaction - INFO - Epoch [83][20/1879] lr: 7.675e-02, eta: 3 days, 9:18:29, time: 6.940, data_time: 6.050, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6605, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.3310 2021-07-09 10:09:22,570 - mmaction - INFO - Epoch [83][40/1879] lr: 7.675e-02, eta: 3 days, 9:18:08, time: 0.827, data_time: 0.008, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6578, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.2850 2021-07-09 10:09:39,100 - mmaction - INFO - Epoch [83][60/1879] lr: 7.675e-02, eta: 3 days, 9:17:47, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6520, loss_cls: 2.7046, loss: 2.7046, grad_norm: 2.2319 2021-07-09 10:09:55,732 - mmaction - INFO - Epoch [83][80/1879] lr: 7.675e-02, eta: 3 days, 9:17:26, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6625, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.3125 2021-07-09 10:10:12,453 - mmaction - INFO - Epoch [83][100/1879] lr: 7.675e-02, eta: 3 days, 9:17:06, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6441, loss_cls: 2.7128, loss: 2.7128, grad_norm: 2.2742 2021-07-09 10:10:29,397 - mmaction - INFO - Epoch [83][120/1879] lr: 7.675e-02, eta: 3 days, 9:16:46, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6523, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.2749 2021-07-09 10:10:45,960 - mmaction - INFO - Epoch [83][140/1879] lr: 7.675e-02, eta: 3 days, 9:16:25, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6562, loss_cls: 2.6307, loss: 2.6307, grad_norm: 2.2883 2021-07-09 10:11:02,844 - mmaction - INFO - Epoch [83][160/1879] lr: 7.675e-02, eta: 3 days, 9:16:05, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6559, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.3127 2021-07-09 10:11:19,564 - mmaction - INFO - Epoch [83][180/1879] lr: 7.675e-02, eta: 3 days, 9:15:45, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6305, loss: 2.6305, grad_norm: 2.2756 2021-07-09 10:11:36,421 - mmaction - INFO - Epoch [83][200/1879] lr: 7.675e-02, eta: 3 days, 9:15:25, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6594, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.2674 2021-07-09 10:11:53,384 - mmaction - INFO - Epoch [83][220/1879] lr: 7.675e-02, eta: 3 days, 9:15:05, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6582, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.3258 2021-07-09 10:12:10,375 - mmaction - INFO - Epoch [83][240/1879] lr: 7.675e-02, eta: 3 days, 9:14:45, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6559, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.2870 2021-07-09 10:12:27,347 - mmaction - INFO - Epoch [83][260/1879] lr: 7.675e-02, eta: 3 days, 9:14:25, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6430, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.2473 2021-07-09 10:12:44,184 - mmaction - INFO - Epoch [83][280/1879] lr: 7.675e-02, eta: 3 days, 9:14:05, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6480, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.3630 2021-07-09 10:13:01,248 - mmaction - INFO - Epoch [83][300/1879] lr: 7.675e-02, eta: 3 days, 9:13:45, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6559, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.2941 2021-07-09 10:13:18,381 - mmaction - INFO - Epoch [83][320/1879] lr: 7.675e-02, eta: 3 days, 9:13:26, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6418, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.2774 2021-07-09 10:13:35,418 - mmaction - INFO - Epoch [83][340/1879] lr: 7.675e-02, eta: 3 days, 9:13:06, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6621, loss_cls: 2.6002, loss: 2.6002, grad_norm: 2.2347 2021-07-09 10:13:52,360 - mmaction - INFO - Epoch [83][360/1879] lr: 7.675e-02, eta: 3 days, 9:12:46, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6477, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.3349 2021-07-09 10:14:09,435 - mmaction - INFO - Epoch [83][380/1879] lr: 7.675e-02, eta: 3 days, 9:12:26, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6348, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.2950 2021-07-09 10:14:26,378 - mmaction - INFO - Epoch [83][400/1879] lr: 7.675e-02, eta: 3 days, 9:12:06, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6512, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.2233 2021-07-09 10:14:43,473 - mmaction - INFO - Epoch [83][420/1879] lr: 7.675e-02, eta: 3 days, 9:11:47, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6434, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.2779 2021-07-09 10:15:00,624 - mmaction - INFO - Epoch [83][440/1879] lr: 7.675e-02, eta: 3 days, 9:11:27, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7168, loss: 2.7168, grad_norm: 2.2918 2021-07-09 10:15:17,683 - mmaction - INFO - Epoch [83][460/1879] lr: 7.675e-02, eta: 3 days, 9:11:08, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6512, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.3395 2021-07-09 10:15:34,850 - mmaction - INFO - Epoch [83][480/1879] lr: 7.675e-02, eta: 3 days, 9:10:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6594, loss_cls: 2.6543, loss: 2.6543, grad_norm: 2.3485 2021-07-09 10:15:51,808 - mmaction - INFO - Epoch [83][500/1879] lr: 7.675e-02, eta: 3 days, 9:10:28, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6582, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.2481 2021-07-09 10:16:08,887 - mmaction - INFO - Epoch [83][520/1879] lr: 7.675e-02, eta: 3 days, 9:10:08, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6484, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.3085 2021-07-09 10:16:25,855 - mmaction - INFO - Epoch [83][540/1879] lr: 7.675e-02, eta: 3 days, 9:09:49, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6512, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.2605 2021-07-09 10:16:42,900 - mmaction - INFO - Epoch [83][560/1879] lr: 7.675e-02, eta: 3 days, 9:09:29, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.2644 2021-07-09 10:16:59,916 - mmaction - INFO - Epoch [83][580/1879] lr: 7.675e-02, eta: 3 days, 9:09:09, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6465, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.3347 2021-07-09 10:17:17,080 - mmaction - INFO - Epoch [83][600/1879] lr: 7.675e-02, eta: 3 days, 9:08:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6625, loss_cls: 2.6263, loss: 2.6263, grad_norm: 2.2983 2021-07-09 10:17:34,003 - mmaction - INFO - Epoch [83][620/1879] lr: 7.675e-02, eta: 3 days, 9:08:30, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6492, loss_cls: 2.6787, loss: 2.6787, grad_norm: 2.2715 2021-07-09 10:17:50,893 - mmaction - INFO - Epoch [83][640/1879] lr: 7.675e-02, eta: 3 days, 9:08:10, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6598, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.2329 2021-07-09 10:18:07,987 - mmaction - INFO - Epoch [83][660/1879] lr: 7.675e-02, eta: 3 days, 9:07:50, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6680, loss_cls: 2.6124, loss: 2.6124, grad_norm: 2.2977 2021-07-09 10:18:25,011 - mmaction - INFO - Epoch [83][680/1879] lr: 7.675e-02, eta: 3 days, 9:07:30, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6613, loss_cls: 2.6455, loss: 2.6455, grad_norm: 2.3155 2021-07-09 10:18:42,085 - mmaction - INFO - Epoch [83][700/1879] lr: 7.675e-02, eta: 3 days, 9:07:11, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.7101, loss: 2.7101, grad_norm: 2.2477 2021-07-09 10:18:59,054 - mmaction - INFO - Epoch [83][720/1879] lr: 7.675e-02, eta: 3 days, 9:06:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6617, loss_cls: 2.6203, loss: 2.6203, grad_norm: 2.3274 2021-07-09 10:19:16,331 - mmaction - INFO - Epoch [83][740/1879] lr: 7.675e-02, eta: 3 days, 9:06:32, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6473, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.3442 2021-07-09 10:19:33,208 - mmaction - INFO - Epoch [83][760/1879] lr: 7.675e-02, eta: 3 days, 9:06:12, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6254, loss_cls: 2.7969, loss: 2.7969, grad_norm: 2.3192 2021-07-09 10:19:50,156 - mmaction - INFO - Epoch [83][780/1879] lr: 7.675e-02, eta: 3 days, 9:05:52, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6344, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.3096 2021-07-09 10:20:07,294 - mmaction - INFO - Epoch [83][800/1879] lr: 7.675e-02, eta: 3 days, 9:05:32, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6551, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.2929 2021-07-09 10:20:24,296 - mmaction - INFO - Epoch [83][820/1879] lr: 7.675e-02, eta: 3 days, 9:05:12, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6629, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.2776 2021-07-09 10:20:41,430 - mmaction - INFO - Epoch [83][840/1879] lr: 7.675e-02, eta: 3 days, 9:04:53, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6641, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.3171 2021-07-09 10:20:58,460 - mmaction - INFO - Epoch [83][860/1879] lr: 7.675e-02, eta: 3 days, 9:04:33, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6512, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.2940 2021-07-09 10:21:15,606 - mmaction - INFO - Epoch [83][880/1879] lr: 7.675e-02, eta: 3 days, 9:04:14, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6566, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.2764 2021-07-09 10:21:32,556 - mmaction - INFO - Epoch [83][900/1879] lr: 7.675e-02, eta: 3 days, 9:03:54, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6645, loss_cls: 2.6288, loss: 2.6288, grad_norm: 2.3161 2021-07-09 10:21:49,766 - mmaction - INFO - Epoch [83][920/1879] lr: 7.675e-02, eta: 3 days, 9:03:34, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6578, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.3563 2021-07-09 10:22:06,766 - mmaction - INFO - Epoch [83][940/1879] lr: 7.675e-02, eta: 3 days, 9:03:15, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.6740, loss: 2.6740, grad_norm: 2.3087 2021-07-09 10:22:23,978 - mmaction - INFO - Epoch [83][960/1879] lr: 7.675e-02, eta: 3 days, 9:02:55, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6570, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.2827 2021-07-09 10:22:41,046 - mmaction - INFO - Epoch [83][980/1879] lr: 7.675e-02, eta: 3 days, 9:02:36, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6520, loss_cls: 2.6721, loss: 2.6721, grad_norm: 2.3045 2021-07-09 10:22:58,253 - mmaction - INFO - Epoch [83][1000/1879] lr: 7.675e-02, eta: 3 days, 9:02:16, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6266, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.3277 2021-07-09 10:23:15,301 - mmaction - INFO - Epoch [83][1020/1879] lr: 7.675e-02, eta: 3 days, 9:01:56, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6391, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.3397 2021-07-09 10:23:32,517 - mmaction - INFO - Epoch [83][1040/1879] lr: 7.675e-02, eta: 3 days, 9:01:37, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6422, loss_cls: 2.6892, loss: 2.6892, grad_norm: 2.2259 2021-07-09 10:23:49,596 - mmaction - INFO - Epoch [83][1060/1879] lr: 7.675e-02, eta: 3 days, 9:01:18, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6574, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.2621 2021-07-09 10:24:06,673 - mmaction - INFO - Epoch [83][1080/1879] lr: 7.675e-02, eta: 3 days, 9:00:58, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6566, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.2707 2021-07-09 10:24:23,692 - mmaction - INFO - Epoch [83][1100/1879] lr: 7.675e-02, eta: 3 days, 9:00:38, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6477, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.2420 2021-07-09 10:24:40,794 - mmaction - INFO - Epoch [83][1120/1879] lr: 7.675e-02, eta: 3 days, 9:00:19, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6348, loss_cls: 2.7579, loss: 2.7579, grad_norm: 2.2399 2021-07-09 10:24:57,863 - mmaction - INFO - Epoch [83][1140/1879] lr: 7.675e-02, eta: 3 days, 8:59:59, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6656, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.2572 2021-07-09 10:25:15,045 - mmaction - INFO - Epoch [83][1160/1879] lr: 7.675e-02, eta: 3 days, 8:59:39, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6625, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.2889 2021-07-09 10:25:32,073 - mmaction - INFO - Epoch [83][1180/1879] lr: 7.675e-02, eta: 3 days, 8:59:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6477, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.3082 2021-07-09 10:25:49,247 - mmaction - INFO - Epoch [83][1200/1879] lr: 7.675e-02, eta: 3 days, 8:59:00, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.2891 2021-07-09 10:26:06,353 - mmaction - INFO - Epoch [83][1220/1879] lr: 7.675e-02, eta: 3 days, 8:58:41, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6613, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.2572 2021-07-09 10:26:23,481 - mmaction - INFO - Epoch [83][1240/1879] lr: 7.675e-02, eta: 3 days, 8:58:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6637, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.2796 2021-07-09 10:26:40,587 - mmaction - INFO - Epoch [83][1260/1879] lr: 7.675e-02, eta: 3 days, 8:58:02, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7364, loss: 2.7364, grad_norm: 2.2936 2021-07-09 10:26:57,795 - mmaction - INFO - Epoch [83][1280/1879] lr: 7.675e-02, eta: 3 days, 8:57:42, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6566, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.2757 2021-07-09 10:27:14,848 - mmaction - INFO - Epoch [83][1300/1879] lr: 7.675e-02, eta: 3 days, 8:57:23, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6566, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.3263 2021-07-09 10:27:31,905 - mmaction - INFO - Epoch [83][1320/1879] lr: 7.675e-02, eta: 3 days, 8:57:03, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6340, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.2991 2021-07-09 10:27:48,958 - mmaction - INFO - Epoch [83][1340/1879] lr: 7.675e-02, eta: 3 days, 8:56:43, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6496, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.2621 2021-07-09 10:28:06,225 - mmaction - INFO - Epoch [83][1360/1879] lr: 7.675e-02, eta: 3 days, 8:56:24, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6504, loss_cls: 2.6765, loss: 2.6765, grad_norm: 2.2370 2021-07-09 10:28:23,290 - mmaction - INFO - Epoch [83][1380/1879] lr: 7.675e-02, eta: 3 days, 8:56:05, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6527, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.2666 2021-07-09 10:28:40,439 - mmaction - INFO - Epoch [83][1400/1879] lr: 7.675e-02, eta: 3 days, 8:55:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6453, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.2993 2021-07-09 10:28:57,621 - mmaction - INFO - Epoch [83][1420/1879] lr: 7.675e-02, eta: 3 days, 8:55:26, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6453, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.2727 2021-07-09 10:29:14,629 - mmaction - INFO - Epoch [83][1440/1879] lr: 7.675e-02, eta: 3 days, 8:55:06, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6441, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.2544 2021-07-09 10:29:31,762 - mmaction - INFO - Epoch [83][1460/1879] lr: 7.675e-02, eta: 3 days, 8:54:46, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6465, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.2483 2021-07-09 10:29:48,803 - mmaction - INFO - Epoch [83][1480/1879] lr: 7.675e-02, eta: 3 days, 8:54:27, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6531, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.2393 2021-07-09 10:30:05,934 - mmaction - INFO - Epoch [83][1500/1879] lr: 7.675e-02, eta: 3 days, 8:54:07, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6566, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.2657 2021-07-09 10:30:22,927 - mmaction - INFO - Epoch [83][1520/1879] lr: 7.675e-02, eta: 3 days, 8:53:47, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6480, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.3153 2021-07-09 10:30:40,104 - mmaction - INFO - Epoch [83][1540/1879] lr: 7.675e-02, eta: 3 days, 8:53:28, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6418, loss_cls: 2.6776, loss: 2.6776, grad_norm: 2.2932 2021-07-09 10:30:57,221 - mmaction - INFO - Epoch [83][1560/1879] lr: 7.675e-02, eta: 3 days, 8:53:08, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.3410 2021-07-09 10:31:14,264 - mmaction - INFO - Epoch [83][1580/1879] lr: 7.675e-02, eta: 3 days, 8:52:49, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6496, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.2912 2021-07-09 10:31:31,240 - mmaction - INFO - Epoch [83][1600/1879] lr: 7.675e-02, eta: 3 days, 8:52:29, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6414, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.2833 2021-07-09 10:31:48,239 - mmaction - INFO - Epoch [83][1620/1879] lr: 7.675e-02, eta: 3 days, 8:52:09, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.2714 2021-07-09 10:32:05,562 - mmaction - INFO - Epoch [83][1640/1879] lr: 7.675e-02, eta: 3 days, 8:51:50, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6523, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.2603 2021-07-09 10:32:22,556 - mmaction - INFO - Epoch [83][1660/1879] lr: 7.675e-02, eta: 3 days, 8:51:30, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6457, loss_cls: 2.6705, loss: 2.6705, grad_norm: 2.2860 2021-07-09 10:32:39,617 - mmaction - INFO - Epoch [83][1680/1879] lr: 7.675e-02, eta: 3 days, 8:51:11, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7188, loss: 2.7188, grad_norm: 2.2632 2021-07-09 10:32:56,638 - mmaction - INFO - Epoch [83][1700/1879] lr: 7.675e-02, eta: 3 days, 8:50:51, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6368, loss: 2.6368, grad_norm: 2.2520 2021-07-09 10:33:13,904 - mmaction - INFO - Epoch [83][1720/1879] lr: 7.675e-02, eta: 3 days, 8:50:32, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6684, loss_cls: 2.6028, loss: 2.6028, grad_norm: 2.2629 2021-07-09 10:33:30,852 - mmaction - INFO - Epoch [83][1740/1879] lr: 7.675e-02, eta: 3 days, 8:50:12, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6422, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.3502 2021-07-09 10:33:48,029 - mmaction - INFO - Epoch [83][1760/1879] lr: 7.675e-02, eta: 3 days, 8:49:52, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.7320, loss: 2.7320, grad_norm: 2.2790 2021-07-09 10:34:05,155 - mmaction - INFO - Epoch [83][1780/1879] lr: 7.675e-02, eta: 3 days, 8:49:33, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6410, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.1901 2021-07-09 10:34:22,196 - mmaction - INFO - Epoch [83][1800/1879] lr: 7.675e-02, eta: 3 days, 8:49:13, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.2544 2021-07-09 10:34:39,317 - mmaction - INFO - Epoch [83][1820/1879] lr: 7.675e-02, eta: 3 days, 8:48:54, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6498, loss: 2.6498, grad_norm: 2.2974 2021-07-09 10:34:56,549 - mmaction - INFO - Epoch [83][1840/1879] lr: 7.675e-02, eta: 3 days, 8:48:34, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6648, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.2945 2021-07-09 10:35:13,721 - mmaction - INFO - Epoch [83][1860/1879] lr: 7.675e-02, eta: 3 days, 8:48:15, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.3050 2021-07-09 10:35:39,921 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 10:35:39,937 - mmaction - INFO - 106 BN found 2021-07-09 10:40:04,461 - mmaction - INFO - BN stats updated 2021-07-09 10:42:21,987 - mmaction - INFO - Epoch [84][20/1879] lr: 7.623e-02, eta: 3 days, 8:51:10, time: 6.774, data_time: 5.927, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.2717 2021-07-09 10:42:38,677 - mmaction - INFO - Epoch [84][40/1879] lr: 7.623e-02, eta: 3 days, 8:50:49, time: 0.832, data_time: 0.007, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.3250 2021-07-09 10:42:55,143 - mmaction - INFO - Epoch [84][60/1879] lr: 7.623e-02, eta: 3 days, 8:50:28, time: 0.825, data_time: 0.009, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6676, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.2779 2021-07-09 10:43:11,728 - mmaction - INFO - Epoch [84][80/1879] lr: 7.623e-02, eta: 3 days, 8:50:08, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.2681 2021-07-09 10:43:28,254 - mmaction - INFO - Epoch [84][100/1879] lr: 7.623e-02, eta: 3 days, 8:49:47, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6715, loss_cls: 2.5686, loss: 2.5686, grad_norm: 2.2878 2021-07-09 10:43:44,899 - mmaction - INFO - Epoch [84][120/1879] lr: 7.623e-02, eta: 3 days, 8:49:26, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6500, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.2839 2021-07-09 10:44:01,542 - mmaction - INFO - Epoch [84][140/1879] lr: 7.623e-02, eta: 3 days, 8:49:06, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6660, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3134 2021-07-09 10:44:18,249 - mmaction - INFO - Epoch [84][160/1879] lr: 7.623e-02, eta: 3 days, 8:48:45, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.2710 2021-07-09 10:44:34,971 - mmaction - INFO - Epoch [84][180/1879] lr: 7.623e-02, eta: 3 days, 8:48:25, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6527, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.3734 2021-07-09 10:44:51,838 - mmaction - INFO - Epoch [84][200/1879] lr: 7.623e-02, eta: 3 days, 8:48:05, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6332, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.3135 2021-07-09 10:45:08,812 - mmaction - INFO - Epoch [84][220/1879] lr: 7.623e-02, eta: 3 days, 8:47:45, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6559, loss_cls: 2.6507, loss: 2.6507, grad_norm: 2.2590 2021-07-09 10:45:25,741 - mmaction - INFO - Epoch [84][240/1879] lr: 7.623e-02, eta: 3 days, 8:47:25, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.6315, loss: 2.6315, grad_norm: 2.2973 2021-07-09 10:45:42,834 - mmaction - INFO - Epoch [84][260/1879] lr: 7.623e-02, eta: 3 days, 8:47:05, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.2397 2021-07-09 10:45:59,798 - mmaction - INFO - Epoch [84][280/1879] lr: 7.623e-02, eta: 3 days, 8:46:46, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6711, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.3031 2021-07-09 10:46:16,903 - mmaction - INFO - Epoch [84][300/1879] lr: 7.623e-02, eta: 3 days, 8:46:26, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6684, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.3599 2021-07-09 10:46:34,115 - mmaction - INFO - Epoch [84][320/1879] lr: 7.623e-02, eta: 3 days, 8:46:07, time: 0.860, data_time: 0.008, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6555, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.2905 2021-07-09 10:46:51,220 - mmaction - INFO - Epoch [84][340/1879] lr: 7.623e-02, eta: 3 days, 8:45:47, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6543, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.3268 2021-07-09 10:47:08,303 - mmaction - INFO - Epoch [84][360/1879] lr: 7.623e-02, eta: 3 days, 8:45:28, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6352, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.2921 2021-07-09 10:47:25,438 - mmaction - INFO - Epoch [84][380/1879] lr: 7.623e-02, eta: 3 days, 8:45:08, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6645, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.2737 2021-07-09 10:47:42,358 - mmaction - INFO - Epoch [84][400/1879] lr: 7.623e-02, eta: 3 days, 8:44:48, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6641, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.3319 2021-07-09 10:47:59,417 - mmaction - INFO - Epoch [84][420/1879] lr: 7.623e-02, eta: 3 days, 8:44:28, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6441, loss_cls: 2.7619, loss: 2.7619, grad_norm: 2.3383 2021-07-09 10:48:16,391 - mmaction - INFO - Epoch [84][440/1879] lr: 7.623e-02, eta: 3 days, 8:44:09, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6582, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.2758 2021-07-09 10:48:33,476 - mmaction - INFO - Epoch [84][460/1879] lr: 7.623e-02, eta: 3 days, 8:43:49, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6602, loss_cls: 2.6303, loss: 2.6303, grad_norm: 2.3138 2021-07-09 10:48:50,567 - mmaction - INFO - Epoch [84][480/1879] lr: 7.623e-02, eta: 3 days, 8:43:29, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.3207 2021-07-09 10:49:07,560 - mmaction - INFO - Epoch [84][500/1879] lr: 7.623e-02, eta: 3 days, 8:43:10, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6602, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.2783 2021-07-09 10:49:24,624 - mmaction - INFO - Epoch [84][520/1879] lr: 7.623e-02, eta: 3 days, 8:42:50, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6492, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.2632 2021-07-09 10:49:41,792 - mmaction - INFO - Epoch [84][540/1879] lr: 7.623e-02, eta: 3 days, 8:42:30, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6672, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.2861 2021-07-09 10:49:58,762 - mmaction - INFO - Epoch [84][560/1879] lr: 7.623e-02, eta: 3 days, 8:42:11, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6363, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.2909 2021-07-09 10:50:15,718 - mmaction - INFO - Epoch [84][580/1879] lr: 7.623e-02, eta: 3 days, 8:41:51, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6691, loss_cls: 2.6057, loss: 2.6057, grad_norm: 2.2462 2021-07-09 10:50:32,950 - mmaction - INFO - Epoch [84][600/1879] lr: 7.623e-02, eta: 3 days, 8:41:31, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6527, loss_cls: 2.6482, loss: 2.6482, grad_norm: 2.2645 2021-07-09 10:50:49,882 - mmaction - INFO - Epoch [84][620/1879] lr: 7.623e-02, eta: 3 days, 8:41:12, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6527, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.2563 2021-07-09 10:51:06,810 - mmaction - INFO - Epoch [84][640/1879] lr: 7.623e-02, eta: 3 days, 8:40:52, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6516, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.2588 2021-07-09 10:51:23,937 - mmaction - INFO - Epoch [84][660/1879] lr: 7.623e-02, eta: 3 days, 8:40:32, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6602, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.3704 2021-07-09 10:51:41,038 - mmaction - INFO - Epoch [84][680/1879] lr: 7.623e-02, eta: 3 days, 8:40:12, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6410, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.3171 2021-07-09 10:51:58,006 - mmaction - INFO - Epoch [84][700/1879] lr: 7.623e-02, eta: 3 days, 8:39:53, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6672, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.2873 2021-07-09 10:52:15,177 - mmaction - INFO - Epoch [84][720/1879] lr: 7.623e-02, eta: 3 days, 8:39:33, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.2704 2021-07-09 10:52:32,189 - mmaction - INFO - Epoch [84][740/1879] lr: 7.623e-02, eta: 3 days, 8:39:13, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6734, loss_cls: 2.6142, loss: 2.6142, grad_norm: 2.2414 2021-07-09 10:52:49,158 - mmaction - INFO - Epoch [84][760/1879] lr: 7.623e-02, eta: 3 days, 8:38:54, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6398, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.2528 2021-07-09 10:53:06,202 - mmaction - INFO - Epoch [84][780/1879] lr: 7.623e-02, eta: 3 days, 8:38:34, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6621, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.2911 2021-07-09 10:53:23,476 - mmaction - INFO - Epoch [84][800/1879] lr: 7.623e-02, eta: 3 days, 8:38:15, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6289, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.3056 2021-07-09 10:53:40,677 - mmaction - INFO - Epoch [84][820/1879] lr: 7.623e-02, eta: 3 days, 8:37:55, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6543, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.2724 2021-07-09 10:53:57,680 - mmaction - INFO - Epoch [84][840/1879] lr: 7.623e-02, eta: 3 days, 8:37:36, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6531, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.2895 2021-07-09 10:54:14,899 - mmaction - INFO - Epoch [84][860/1879] lr: 7.623e-02, eta: 3 days, 8:37:16, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6656, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.2833 2021-07-09 10:54:31,886 - mmaction - INFO - Epoch [84][880/1879] lr: 7.623e-02, eta: 3 days, 8:36:56, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.2883 2021-07-09 10:54:49,090 - mmaction - INFO - Epoch [84][900/1879] lr: 7.623e-02, eta: 3 days, 8:36:37, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6473, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.2880 2021-07-09 10:55:06,227 - mmaction - INFO - Epoch [84][920/1879] lr: 7.623e-02, eta: 3 days, 8:36:18, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6602, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.3130 2021-07-09 10:55:23,266 - mmaction - INFO - Epoch [84][940/1879] lr: 7.623e-02, eta: 3 days, 8:35:58, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6496, loss_cls: 2.7030, loss: 2.7030, grad_norm: 2.3355 2021-07-09 10:55:40,367 - mmaction - INFO - Epoch [84][960/1879] lr: 7.623e-02, eta: 3 days, 8:35:38, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.2846 2021-07-09 10:55:57,333 - mmaction - INFO - Epoch [84][980/1879] lr: 7.623e-02, eta: 3 days, 8:35:19, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6699, loss_cls: 2.6241, loss: 2.6241, grad_norm: 2.2684 2021-07-09 10:56:14,599 - mmaction - INFO - Epoch [84][1000/1879] lr: 7.623e-02, eta: 3 days, 8:34:59, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6535, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.3062 2021-07-09 10:56:31,461 - mmaction - INFO - Epoch [84][1020/1879] lr: 7.623e-02, eta: 3 days, 8:34:39, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6398, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.3167 2021-07-09 10:56:48,676 - mmaction - INFO - Epoch [84][1040/1879] lr: 7.623e-02, eta: 3 days, 8:34:20, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6488, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.2840 2021-07-09 10:57:05,697 - mmaction - INFO - Epoch [84][1060/1879] lr: 7.623e-02, eta: 3 days, 8:34:00, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6438, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.3441 2021-07-09 10:57:22,812 - mmaction - INFO - Epoch [84][1080/1879] lr: 7.623e-02, eta: 3 days, 8:33:41, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6520, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.3101 2021-07-09 10:57:39,788 - mmaction - INFO - Epoch [84][1100/1879] lr: 7.623e-02, eta: 3 days, 8:33:21, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6551, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.3017 2021-07-09 10:57:56,944 - mmaction - INFO - Epoch [84][1120/1879] lr: 7.623e-02, eta: 3 days, 8:33:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6703, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.3059 2021-07-09 10:58:13,877 - mmaction - INFO - Epoch [84][1140/1879] lr: 7.623e-02, eta: 3 days, 8:32:41, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6254, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.3131 2021-07-09 10:58:30,989 - mmaction - INFO - Epoch [84][1160/1879] lr: 7.623e-02, eta: 3 days, 8:32:22, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6414, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.2434 2021-07-09 10:58:47,962 - mmaction - INFO - Epoch [84][1180/1879] lr: 7.623e-02, eta: 3 days, 8:32:02, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6602, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.3140 2021-07-09 10:59:05,218 - mmaction - INFO - Epoch [84][1200/1879] lr: 7.623e-02, eta: 3 days, 8:31:43, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6820, loss_cls: 2.5864, loss: 2.5864, grad_norm: 2.3138 2021-07-09 10:59:22,293 - mmaction - INFO - Epoch [84][1220/1879] lr: 7.623e-02, eta: 3 days, 8:31:23, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.3414 2021-07-09 10:59:39,433 - mmaction - INFO - Epoch [84][1240/1879] lr: 7.623e-02, eta: 3 days, 8:31:04, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6441, loss_cls: 2.6973, loss: 2.6973, grad_norm: 2.3343 2021-07-09 10:59:56,452 - mmaction - INFO - Epoch [84][1260/1879] lr: 7.623e-02, eta: 3 days, 8:30:44, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6359, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.3474 2021-07-09 11:00:13,473 - mmaction - INFO - Epoch [84][1280/1879] lr: 7.623e-02, eta: 3 days, 8:30:24, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6457, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.3040 2021-07-09 11:00:30,535 - mmaction - INFO - Epoch [84][1300/1879] lr: 7.623e-02, eta: 3 days, 8:30:05, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6383, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.3082 2021-07-09 11:00:47,531 - mmaction - INFO - Epoch [84][1320/1879] lr: 7.623e-02, eta: 3 days, 8:29:45, time: 0.851, data_time: 0.007, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6395, loss: 2.6395, grad_norm: 2.2325 2021-07-09 11:01:04,649 - mmaction - INFO - Epoch [84][1340/1879] lr: 7.623e-02, eta: 3 days, 8:29:25, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6523, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.2914 2021-07-09 11:01:21,782 - mmaction - INFO - Epoch [84][1360/1879] lr: 7.623e-02, eta: 3 days, 8:29:06, time: 0.857, data_time: 0.007, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6566, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.2839 2021-07-09 11:01:38,914 - mmaction - INFO - Epoch [84][1380/1879] lr: 7.623e-02, eta: 3 days, 8:28:47, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6469, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.3208 2021-07-09 11:01:56,112 - mmaction - INFO - Epoch [84][1400/1879] lr: 7.623e-02, eta: 3 days, 8:28:27, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6473, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.3317 2021-07-09 11:02:13,125 - mmaction - INFO - Epoch [84][1420/1879] lr: 7.623e-02, eta: 3 days, 8:28:07, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6402, loss_cls: 2.7586, loss: 2.7586, grad_norm: 2.2646 2021-07-09 11:02:30,255 - mmaction - INFO - Epoch [84][1440/1879] lr: 7.623e-02, eta: 3 days, 8:27:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6484, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.2303 2021-07-09 11:02:47,453 - mmaction - INFO - Epoch [84][1460/1879] lr: 7.623e-02, eta: 3 days, 8:27:29, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6543, loss_cls: 2.6858, loss: 2.6858, grad_norm: 2.3368 2021-07-09 11:03:04,664 - mmaction - INFO - Epoch [84][1480/1879] lr: 7.623e-02, eta: 3 days, 8:27:09, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6445, loss_cls: 2.7377, loss: 2.7377, grad_norm: 2.3141 2021-07-09 11:03:21,894 - mmaction - INFO - Epoch [84][1500/1879] lr: 7.623e-02, eta: 3 days, 8:26:50, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6523, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.2685 2021-07-09 11:03:39,038 - mmaction - INFO - Epoch [84][1520/1879] lr: 7.623e-02, eta: 3 days, 8:26:31, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.7192, loss: 2.7192, grad_norm: 2.2480 2021-07-09 11:03:56,080 - mmaction - INFO - Epoch [84][1540/1879] lr: 7.623e-02, eta: 3 days, 8:26:11, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.2838 2021-07-09 11:04:13,247 - mmaction - INFO - Epoch [84][1560/1879] lr: 7.623e-02, eta: 3 days, 8:25:51, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6711, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.3298 2021-07-09 11:04:30,457 - mmaction - INFO - Epoch [84][1580/1879] lr: 7.623e-02, eta: 3 days, 8:25:32, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6414, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.3279 2021-07-09 11:04:47,442 - mmaction - INFO - Epoch [84][1600/1879] lr: 7.623e-02, eta: 3 days, 8:25:12, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6652, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.2655 2021-07-09 11:05:04,574 - mmaction - INFO - Epoch [84][1620/1879] lr: 7.623e-02, eta: 3 days, 8:24:53, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6656, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.2667 2021-07-09 11:05:21,611 - mmaction - INFO - Epoch [84][1640/1879] lr: 7.623e-02, eta: 3 days, 8:24:33, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6609, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.3013 2021-07-09 11:05:38,671 - mmaction - INFO - Epoch [84][1660/1879] lr: 7.623e-02, eta: 3 days, 8:24:14, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6543, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.3018 2021-07-09 11:05:55,606 - mmaction - INFO - Epoch [84][1680/1879] lr: 7.623e-02, eta: 3 days, 8:23:54, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6527, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.3054 2021-07-09 11:06:12,924 - mmaction - INFO - Epoch [84][1700/1879] lr: 7.623e-02, eta: 3 days, 8:23:35, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6430, loss_cls: 2.7393, loss: 2.7393, grad_norm: 2.3779 2021-07-09 11:06:29,845 - mmaction - INFO - Epoch [84][1720/1879] lr: 7.623e-02, eta: 3 days, 8:23:15, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6461, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.2980 2021-07-09 11:06:46,910 - mmaction - INFO - Epoch [84][1740/1879] lr: 7.623e-02, eta: 3 days, 8:22:55, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6340, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.3102 2021-07-09 11:07:03,780 - mmaction - INFO - Epoch [84][1760/1879] lr: 7.623e-02, eta: 3 days, 8:22:35, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6543, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.2882 2021-07-09 11:07:20,636 - mmaction - INFO - Epoch [84][1780/1879] lr: 7.623e-02, eta: 3 days, 8:22:15, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6316, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.3150 2021-07-09 11:07:37,695 - mmaction - INFO - Epoch [84][1800/1879] lr: 7.623e-02, eta: 3 days, 8:21:55, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6449, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.2240 2021-07-09 11:07:54,706 - mmaction - INFO - Epoch [84][1820/1879] lr: 7.623e-02, eta: 3 days, 8:21:36, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6523, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.2395 2021-07-09 11:08:11,770 - mmaction - INFO - Epoch [84][1840/1879] lr: 7.623e-02, eta: 3 days, 8:21:16, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6488, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2507 2021-07-09 11:08:28,687 - mmaction - INFO - Epoch [84][1860/1879] lr: 7.623e-02, eta: 3 days, 8:20:56, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.6970, loss: 2.6970, grad_norm: 2.3152 2021-07-09 11:08:56,626 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 11:08:56,632 - mmaction - INFO - 106 BN found 2021-07-09 11:13:22,254 - mmaction - INFO - BN stats updated 2021-07-09 11:13:24,280 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-07-09 11:15:45,084 - mmaction - INFO - Epoch [85][20/1879] lr: 7.571e-02, eta: 3 days, 8:23:39, time: 6.580, data_time: 5.728, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6602, loss_cls: 2.6626, loss: 2.6626, grad_norm: 2.2945 2021-07-09 11:16:01,670 - mmaction - INFO - Epoch [85][40/1879] lr: 7.571e-02, eta: 3 days, 8:23:20, time: 0.860, data_time: 0.042, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6648, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.2366 2021-07-09 11:16:18,156 - mmaction - INFO - Epoch [85][60/1879] lr: 7.571e-02, eta: 3 days, 8:22:59, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6687, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.2718 2021-07-09 11:16:34,649 - mmaction - INFO - Epoch [85][80/1879] lr: 7.571e-02, eta: 3 days, 8:22:38, time: 0.823, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6508, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.2905 2021-07-09 11:16:51,281 - mmaction - INFO - Epoch [85][100/1879] lr: 7.571e-02, eta: 3 days, 8:22:18, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6609, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.3091 2021-07-09 11:17:07,896 - mmaction - INFO - Epoch [85][120/1879] lr: 7.571e-02, eta: 3 days, 8:21:57, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6559, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2727 2021-07-09 11:17:24,637 - mmaction - INFO - Epoch [85][140/1879] lr: 7.571e-02, eta: 3 days, 8:21:37, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6723, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.2922 2021-07-09 11:17:41,387 - mmaction - INFO - Epoch [85][160/1879] lr: 7.571e-02, eta: 3 days, 8:21:17, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.3000 2021-07-09 11:17:58,266 - mmaction - INFO - Epoch [85][180/1879] lr: 7.571e-02, eta: 3 days, 8:20:57, time: 0.843, data_time: 0.006, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.2654 2021-07-09 11:18:15,106 - mmaction - INFO - Epoch [85][200/1879] lr: 7.571e-02, eta: 3 days, 8:20:37, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6539, loss_cls: 2.6706, loss: 2.6706, grad_norm: 2.2833 2021-07-09 11:18:32,109 - mmaction - INFO - Epoch [85][220/1879] lr: 7.571e-02, eta: 3 days, 8:20:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6664, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.2583 2021-07-09 11:18:49,032 - mmaction - INFO - Epoch [85][240/1879] lr: 7.571e-02, eta: 3 days, 8:19:57, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6461, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.2836 2021-07-09 11:19:06,083 - mmaction - INFO - Epoch [85][260/1879] lr: 7.571e-02, eta: 3 days, 8:19:37, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.6862, loss: 2.6862, grad_norm: 2.3385 2021-07-09 11:19:23,263 - mmaction - INFO - Epoch [85][280/1879] lr: 7.571e-02, eta: 3 days, 8:19:18, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6668, loss_cls: 2.6167, loss: 2.6167, grad_norm: 2.2907 2021-07-09 11:19:40,152 - mmaction - INFO - Epoch [85][300/1879] lr: 7.571e-02, eta: 3 days, 8:18:58, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6586, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.2888 2021-07-09 11:19:57,029 - mmaction - INFO - Epoch [85][320/1879] lr: 7.571e-02, eta: 3 days, 8:18:38, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6422, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.3212 2021-07-09 11:20:13,980 - mmaction - INFO - Epoch [85][340/1879] lr: 7.571e-02, eta: 3 days, 8:18:18, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6488, loss_cls: 2.6700, loss: 2.6700, grad_norm: 2.3637 2021-07-09 11:20:30,832 - mmaction - INFO - Epoch [85][360/1879] lr: 7.571e-02, eta: 3 days, 8:17:58, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6617, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.3184 2021-07-09 11:20:47,888 - mmaction - INFO - Epoch [85][380/1879] lr: 7.571e-02, eta: 3 days, 8:17:38, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6660, loss_cls: 2.6471, loss: 2.6471, grad_norm: 2.3515 2021-07-09 11:21:04,749 - mmaction - INFO - Epoch [85][400/1879] lr: 7.571e-02, eta: 3 days, 8:17:18, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6586, loss_cls: 2.6743, loss: 2.6743, grad_norm: 2.3571 2021-07-09 11:21:21,760 - mmaction - INFO - Epoch [85][420/1879] lr: 7.571e-02, eta: 3 days, 8:16:58, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6516, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.2898 2021-07-09 11:21:38,678 - mmaction - INFO - Epoch [85][440/1879] lr: 7.571e-02, eta: 3 days, 8:16:38, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6566, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.2740 2021-07-09 11:21:55,876 - mmaction - INFO - Epoch [85][460/1879] lr: 7.571e-02, eta: 3 days, 8:16:19, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6441, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.3182 2021-07-09 11:22:12,720 - mmaction - INFO - Epoch [85][480/1879] lr: 7.571e-02, eta: 3 days, 8:15:59, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6590, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.3256 2021-07-09 11:22:29,766 - mmaction - INFO - Epoch [85][500/1879] lr: 7.571e-02, eta: 3 days, 8:15:39, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6504, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.3108 2021-07-09 11:22:46,716 - mmaction - INFO - Epoch [85][520/1879] lr: 7.571e-02, eta: 3 days, 8:15:20, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6645, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.2759 2021-07-09 11:23:03,793 - mmaction - INFO - Epoch [85][540/1879] lr: 7.571e-02, eta: 3 days, 8:15:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6656, loss_cls: 2.6307, loss: 2.6307, grad_norm: 2.2922 2021-07-09 11:23:20,817 - mmaction - INFO - Epoch [85][560/1879] lr: 7.571e-02, eta: 3 days, 8:14:40, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6543, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.3267 2021-07-09 11:23:37,838 - mmaction - INFO - Epoch [85][580/1879] lr: 7.571e-02, eta: 3 days, 8:14:20, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6621, loss_cls: 2.6218, loss: 2.6218, grad_norm: 2.3087 2021-07-09 11:23:54,775 - mmaction - INFO - Epoch [85][600/1879] lr: 7.571e-02, eta: 3 days, 8:14:01, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6539, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.3249 2021-07-09 11:24:11,617 - mmaction - INFO - Epoch [85][620/1879] lr: 7.571e-02, eta: 3 days, 8:13:40, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6551, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.3396 2021-07-09 11:24:28,597 - mmaction - INFO - Epoch [85][640/1879] lr: 7.571e-02, eta: 3 days, 8:13:21, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6645, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.2938 2021-07-09 11:24:45,632 - mmaction - INFO - Epoch [85][660/1879] lr: 7.571e-02, eta: 3 days, 8:13:01, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6484, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.2732 2021-07-09 11:25:02,690 - mmaction - INFO - Epoch [85][680/1879] lr: 7.571e-02, eta: 3 days, 8:12:41, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.3467 2021-07-09 11:25:19,732 - mmaction - INFO - Epoch [85][700/1879] lr: 7.571e-02, eta: 3 days, 8:12:22, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6621, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.2715 2021-07-09 11:25:36,810 - mmaction - INFO - Epoch [85][720/1879] lr: 7.571e-02, eta: 3 days, 8:12:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6629, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.2704 2021-07-09 11:25:53,773 - mmaction - INFO - Epoch [85][740/1879] lr: 7.571e-02, eta: 3 days, 8:11:42, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6445, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.3078 2021-07-09 11:26:10,819 - mmaction - INFO - Epoch [85][760/1879] lr: 7.571e-02, eta: 3 days, 8:11:23, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6473, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.3017 2021-07-09 11:26:27,814 - mmaction - INFO - Epoch [85][780/1879] lr: 7.571e-02, eta: 3 days, 8:11:03, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6523, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.2748 2021-07-09 11:26:45,031 - mmaction - INFO - Epoch [85][800/1879] lr: 7.571e-02, eta: 3 days, 8:10:44, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6590, loss_cls: 2.6838, loss: 2.6838, grad_norm: 2.3224 2021-07-09 11:27:02,201 - mmaction - INFO - Epoch [85][820/1879] lr: 7.571e-02, eta: 3 days, 8:10:24, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6461, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.2971 2021-07-09 11:27:19,161 - mmaction - INFO - Epoch [85][840/1879] lr: 7.571e-02, eta: 3 days, 8:10:04, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6566, loss_cls: 2.6899, loss: 2.6899, grad_norm: 2.3019 2021-07-09 11:27:36,100 - mmaction - INFO - Epoch [85][860/1879] lr: 7.571e-02, eta: 3 days, 8:09:44, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.3307 2021-07-09 11:27:53,090 - mmaction - INFO - Epoch [85][880/1879] lr: 7.571e-02, eta: 3 days, 8:09:25, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6645, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.3163 2021-07-09 11:28:10,031 - mmaction - INFO - Epoch [85][900/1879] lr: 7.571e-02, eta: 3 days, 8:09:05, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.3093 2021-07-09 11:28:26,921 - mmaction - INFO - Epoch [85][920/1879] lr: 7.571e-02, eta: 3 days, 8:08:45, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6539, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.2897 2021-07-09 11:28:44,008 - mmaction - INFO - Epoch [85][940/1879] lr: 7.571e-02, eta: 3 days, 8:08:25, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6512, loss_cls: 2.6862, loss: 2.6862, grad_norm: 2.2961 2021-07-09 11:29:00,758 - mmaction - INFO - Epoch [85][960/1879] lr: 7.571e-02, eta: 3 days, 8:08:05, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6668, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.2874 2021-07-09 11:29:17,784 - mmaction - INFO - Epoch [85][980/1879] lr: 7.571e-02, eta: 3 days, 8:07:45, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6754, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.2802 2021-07-09 11:29:34,800 - mmaction - INFO - Epoch [85][1000/1879] lr: 7.571e-02, eta: 3 days, 8:07:26, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6559, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.3097 2021-07-09 11:29:51,963 - mmaction - INFO - Epoch [85][1020/1879] lr: 7.571e-02, eta: 3 days, 8:07:06, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6484, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.3074 2021-07-09 11:30:09,068 - mmaction - INFO - Epoch [85][1040/1879] lr: 7.571e-02, eta: 3 days, 8:06:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6504, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.3258 2021-07-09 11:30:26,019 - mmaction - INFO - Epoch [85][1060/1879] lr: 7.571e-02, eta: 3 days, 8:06:27, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6469, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.3005 2021-07-09 11:30:43,036 - mmaction - INFO - Epoch [85][1080/1879] lr: 7.571e-02, eta: 3 days, 8:06:07, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6496, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.2878 2021-07-09 11:30:59,925 - mmaction - INFO - Epoch [85][1100/1879] lr: 7.571e-02, eta: 3 days, 8:05:47, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6539, loss_cls: 2.6663, loss: 2.6663, grad_norm: 2.3258 2021-07-09 11:31:17,076 - mmaction - INFO - Epoch [85][1120/1879] lr: 7.571e-02, eta: 3 days, 8:05:28, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6434, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.3634 2021-07-09 11:31:34,072 - mmaction - INFO - Epoch [85][1140/1879] lr: 7.571e-02, eta: 3 days, 8:05:08, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6523, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.2843 2021-07-09 11:31:51,117 - mmaction - INFO - Epoch [85][1160/1879] lr: 7.571e-02, eta: 3 days, 8:04:48, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6457, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.3194 2021-07-09 11:32:08,168 - mmaction - INFO - Epoch [85][1180/1879] lr: 7.571e-02, eta: 3 days, 8:04:29, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6535, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.3005 2021-07-09 11:32:25,133 - mmaction - INFO - Epoch [85][1200/1879] lr: 7.571e-02, eta: 3 days, 8:04:09, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.2729 2021-07-09 11:32:41,962 - mmaction - INFO - Epoch [85][1220/1879] lr: 7.571e-02, eta: 3 days, 8:03:49, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6504, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.3211 2021-07-09 11:32:59,108 - mmaction - INFO - Epoch [85][1240/1879] lr: 7.571e-02, eta: 3 days, 8:03:29, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6605, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.2655 2021-07-09 11:33:16,017 - mmaction - INFO - Epoch [85][1260/1879] lr: 7.571e-02, eta: 3 days, 8:03:09, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6582, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.2739 2021-07-09 11:33:33,177 - mmaction - INFO - Epoch [85][1280/1879] lr: 7.571e-02, eta: 3 days, 8:02:50, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6477, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.2846 2021-07-09 11:33:50,309 - mmaction - INFO - Epoch [85][1300/1879] lr: 7.571e-02, eta: 3 days, 8:02:31, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6453, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.2890 2021-07-09 11:34:07,372 - mmaction - INFO - Epoch [85][1320/1879] lr: 7.571e-02, eta: 3 days, 8:02:11, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6660, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.2942 2021-07-09 11:34:24,364 - mmaction - INFO - Epoch [85][1340/1879] lr: 7.571e-02, eta: 3 days, 8:01:51, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6324, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.3196 2021-07-09 11:34:41,435 - mmaction - INFO - Epoch [85][1360/1879] lr: 7.571e-02, eta: 3 days, 8:01:32, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6598, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.2944 2021-07-09 11:34:58,401 - mmaction - INFO - Epoch [85][1380/1879] lr: 7.571e-02, eta: 3 days, 8:01:12, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6633, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.2727 2021-07-09 11:35:15,607 - mmaction - INFO - Epoch [85][1400/1879] lr: 7.571e-02, eta: 3 days, 8:00:53, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6516, loss_cls: 2.7069, loss: 2.7069, grad_norm: 2.2938 2021-07-09 11:35:32,496 - mmaction - INFO - Epoch [85][1420/1879] lr: 7.571e-02, eta: 3 days, 8:00:33, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6492, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.2392 2021-07-09 11:35:49,546 - mmaction - INFO - Epoch [85][1440/1879] lr: 7.571e-02, eta: 3 days, 8:00:13, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.3055 2021-07-09 11:36:06,467 - mmaction - INFO - Epoch [85][1460/1879] lr: 7.571e-02, eta: 3 days, 7:59:53, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6574, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.2779 2021-07-09 11:36:23,606 - mmaction - INFO - Epoch [85][1480/1879] lr: 7.571e-02, eta: 3 days, 7:59:34, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6422, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.2979 2021-07-09 11:36:40,523 - mmaction - INFO - Epoch [85][1500/1879] lr: 7.571e-02, eta: 3 days, 7:59:14, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6488, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.2509 2021-07-09 11:36:57,677 - mmaction - INFO - Epoch [85][1520/1879] lr: 7.571e-02, eta: 3 days, 7:58:54, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6613, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.3146 2021-07-09 11:37:15,047 - mmaction - INFO - Epoch [85][1540/1879] lr: 7.571e-02, eta: 3 days, 7:58:35, time: 0.868, data_time: 0.023, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6457, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.3235 2021-07-09 11:37:32,163 - mmaction - INFO - Epoch [85][1560/1879] lr: 7.571e-02, eta: 3 days, 7:58:16, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6438, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.2945 2021-07-09 11:37:49,233 - mmaction - INFO - Epoch [85][1580/1879] lr: 7.571e-02, eta: 3 days, 7:57:56, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6531, loss_cls: 2.6671, loss: 2.6671, grad_norm: 2.2943 2021-07-09 11:38:06,283 - mmaction - INFO - Epoch [85][1600/1879] lr: 7.571e-02, eta: 3 days, 7:57:37, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6586, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.3172 2021-07-09 11:38:23,351 - mmaction - INFO - Epoch [85][1620/1879] lr: 7.571e-02, eta: 3 days, 7:57:17, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6535, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.2761 2021-07-09 11:38:40,570 - mmaction - INFO - Epoch [85][1640/1879] lr: 7.571e-02, eta: 3 days, 7:56:58, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6637, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.2433 2021-07-09 11:38:57,688 - mmaction - INFO - Epoch [85][1660/1879] lr: 7.571e-02, eta: 3 days, 7:56:38, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6488, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.2863 2021-07-09 11:39:14,760 - mmaction - INFO - Epoch [85][1680/1879] lr: 7.571e-02, eta: 3 days, 7:56:19, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6648, loss_cls: 2.6422, loss: 2.6422, grad_norm: 2.2677 2021-07-09 11:39:31,775 - mmaction - INFO - Epoch [85][1700/1879] lr: 7.571e-02, eta: 3 days, 7:55:59, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6598, loss: 2.6598, grad_norm: 2.3101 2021-07-09 11:39:49,004 - mmaction - INFO - Epoch [85][1720/1879] lr: 7.571e-02, eta: 3 days, 7:55:40, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6375, loss_cls: 2.7590, loss: 2.7590, grad_norm: 2.2968 2021-07-09 11:40:06,158 - mmaction - INFO - Epoch [85][1740/1879] lr: 7.571e-02, eta: 3 days, 7:55:20, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6586, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.2631 2021-07-09 11:40:23,410 - mmaction - INFO - Epoch [85][1760/1879] lr: 7.571e-02, eta: 3 days, 7:55:01, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6586, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.3162 2021-07-09 11:40:40,606 - mmaction - INFO - Epoch [85][1780/1879] lr: 7.571e-02, eta: 3 days, 7:54:42, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.3210 2021-07-09 11:40:57,578 - mmaction - INFO - Epoch [85][1800/1879] lr: 7.571e-02, eta: 3 days, 7:54:22, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6281, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.2729 2021-07-09 11:41:14,874 - mmaction - INFO - Epoch [85][1820/1879] lr: 7.571e-02, eta: 3 days, 7:54:03, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6559, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.2482 2021-07-09 11:41:32,148 - mmaction - INFO - Epoch [85][1840/1879] lr: 7.571e-02, eta: 3 days, 7:53:44, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6473, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.3040 2021-07-09 11:41:49,435 - mmaction - INFO - Epoch [85][1860/1879] lr: 7.571e-02, eta: 3 days, 7:53:25, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6492, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.3303 2021-07-09 11:42:16,892 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 11:42:16,901 - mmaction - INFO - 106 BN found 2021-07-09 11:46:42,190 - mmaction - INFO - BN stats updated 2021-07-09 11:49:35,499 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 11:49:36,342 - mmaction - INFO - top1_acc 0.4957 top5_acc 0.7576 2021-07-09 11:49:36,342 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 11:49:36,409 - mmaction - INFO - mean_acc 0.4955 2021-07-09 11:49:38,623 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_85.pth. 2021-07-09 11:49:38,623 - mmaction - INFO - Best top1_acc is 0.4957 at 85 epoch. 2021-07-09 11:49:38,632 - mmaction - INFO - Epoch(val) [85][155] top1_acc: 0.4957, top5_acc: 0.7576, mean_class_accuracy: 0.4955 2021-07-09 11:51:03,698 - mmaction - INFO - Epoch [86][20/1879] lr: 7.518e-02, eta: 3 days, 7:54:30, time: 4.249, data_time: 3.361, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6797, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.2318 2021-07-09 11:51:20,349 - mmaction - INFO - Epoch [86][40/1879] lr: 7.518e-02, eta: 3 days, 7:54:10, time: 0.833, data_time: 0.008, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6512, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.3022 2021-07-09 11:51:36,808 - mmaction - INFO - Epoch [86][60/1879] lr: 7.518e-02, eta: 3 days, 7:53:49, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6613, loss_cls: 2.6335, loss: 2.6335, grad_norm: 2.3151 2021-07-09 11:51:53,367 - mmaction - INFO - Epoch [86][80/1879] lr: 7.518e-02, eta: 3 days, 7:53:28, time: 0.826, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6668, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.3770 2021-07-09 11:52:10,041 - mmaction - INFO - Epoch [86][100/1879] lr: 7.518e-02, eta: 3 days, 7:53:08, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6621, loss_cls: 2.5985, loss: 2.5985, grad_norm: 2.2865 2021-07-09 11:52:26,770 - mmaction - INFO - Epoch [86][120/1879] lr: 7.518e-02, eta: 3 days, 7:52:48, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.3230 2021-07-09 11:52:43,404 - mmaction - INFO - Epoch [86][140/1879] lr: 7.518e-02, eta: 3 days, 7:52:27, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6340, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.3017 2021-07-09 11:53:00,207 - mmaction - INFO - Epoch [86][160/1879] lr: 7.518e-02, eta: 3 days, 7:52:07, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6590, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.3133 2021-07-09 11:53:17,107 - mmaction - INFO - Epoch [86][180/1879] lr: 7.518e-02, eta: 3 days, 7:51:47, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6617, loss_cls: 2.6409, loss: 2.6409, grad_norm: 2.2948 2021-07-09 11:53:34,157 - mmaction - INFO - Epoch [86][200/1879] lr: 7.518e-02, eta: 3 days, 7:51:28, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.6584, loss: 2.6584, grad_norm: 2.3159 2021-07-09 11:53:51,090 - mmaction - INFO - Epoch [86][220/1879] lr: 7.518e-02, eta: 3 days, 7:51:08, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6723, loss_cls: 2.5991, loss: 2.5991, grad_norm: 2.3594 2021-07-09 11:54:08,366 - mmaction - INFO - Epoch [86][240/1879] lr: 7.518e-02, eta: 3 days, 7:50:49, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6480, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2951 2021-07-09 11:54:25,394 - mmaction - INFO - Epoch [86][260/1879] lr: 7.518e-02, eta: 3 days, 7:50:29, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6582, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.2855 2021-07-09 11:54:42,412 - mmaction - INFO - Epoch [86][280/1879] lr: 7.518e-02, eta: 3 days, 7:50:09, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6539, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.2873 2021-07-09 11:54:59,431 - mmaction - INFO - Epoch [86][300/1879] lr: 7.518e-02, eta: 3 days, 7:49:50, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.3506 2021-07-09 11:55:16,517 - mmaction - INFO - Epoch [86][320/1879] lr: 7.518e-02, eta: 3 days, 7:49:30, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6555, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.2597 2021-07-09 11:55:33,534 - mmaction - INFO - Epoch [86][340/1879] lr: 7.518e-02, eta: 3 days, 7:49:10, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.3641 2021-07-09 11:55:50,621 - mmaction - INFO - Epoch [86][360/1879] lr: 7.518e-02, eta: 3 days, 7:48:51, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6582, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.3104 2021-07-09 11:56:07,949 - mmaction - INFO - Epoch [86][380/1879] lr: 7.518e-02, eta: 3 days, 7:48:32, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6559, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.3329 2021-07-09 11:56:24,865 - mmaction - INFO - Epoch [86][400/1879] lr: 7.518e-02, eta: 3 days, 7:48:12, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6547, loss_cls: 2.6775, loss: 2.6775, grad_norm: 2.2645 2021-07-09 11:56:42,062 - mmaction - INFO - Epoch [86][420/1879] lr: 7.518e-02, eta: 3 days, 7:47:53, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6754, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.2881 2021-07-09 11:56:59,123 - mmaction - INFO - Epoch [86][440/1879] lr: 7.518e-02, eta: 3 days, 7:47:33, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6645, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.2732 2021-07-09 11:57:16,400 - mmaction - INFO - Epoch [86][460/1879] lr: 7.518e-02, eta: 3 days, 7:47:14, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6465, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.3296 2021-07-09 11:57:33,418 - mmaction - INFO - Epoch [86][480/1879] lr: 7.518e-02, eta: 3 days, 7:46:54, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6500, loss_cls: 2.6838, loss: 2.6838, grad_norm: 2.3145 2021-07-09 11:57:50,476 - mmaction - INFO - Epoch [86][500/1879] lr: 7.518e-02, eta: 3 days, 7:46:35, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6570, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.3315 2021-07-09 11:58:07,312 - mmaction - INFO - Epoch [86][520/1879] lr: 7.518e-02, eta: 3 days, 7:46:15, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6473, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.3089 2021-07-09 11:58:24,492 - mmaction - INFO - Epoch [86][540/1879] lr: 7.518e-02, eta: 3 days, 7:45:55, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6652, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.2990 2021-07-09 11:58:41,531 - mmaction - INFO - Epoch [86][560/1879] lr: 7.518e-02, eta: 3 days, 7:45:36, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6613, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.3265 2021-07-09 11:58:58,755 - mmaction - INFO - Epoch [86][580/1879] lr: 7.518e-02, eta: 3 days, 7:45:16, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6648, loss_cls: 2.6251, loss: 2.6251, grad_norm: 2.3448 2021-07-09 11:59:15,790 - mmaction - INFO - Epoch [86][600/1879] lr: 7.518e-02, eta: 3 days, 7:44:57, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6492, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.3362 2021-07-09 11:59:32,863 - mmaction - INFO - Epoch [86][620/1879] lr: 7.518e-02, eta: 3 days, 7:44:37, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6523, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.3177 2021-07-09 11:59:49,873 - mmaction - INFO - Epoch [86][640/1879] lr: 7.518e-02, eta: 3 days, 7:44:17, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6652, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.3214 2021-07-09 12:00:12,645 - mmaction - INFO - Epoch [86][660/1879] lr: 7.518e-02, eta: 3 days, 7:44:09, time: 1.123, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6477, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.2877 2021-07-09 12:00:29,508 - mmaction - INFO - Epoch [86][680/1879] lr: 7.518e-02, eta: 3 days, 7:43:49, time: 0.858, data_time: 0.024, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.2771 2021-07-09 12:00:46,679 - mmaction - INFO - Epoch [86][700/1879] lr: 7.518e-02, eta: 3 days, 7:43:30, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6629, loss_cls: 2.6471, loss: 2.6471, grad_norm: 2.2513 2021-07-09 12:01:03,871 - mmaction - INFO - Epoch [86][720/1879] lr: 7.518e-02, eta: 3 days, 7:43:10, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6512, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.3259 2021-07-09 12:01:20,825 - mmaction - INFO - Epoch [86][740/1879] lr: 7.518e-02, eta: 3 days, 7:42:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6457, loss_cls: 2.7050, loss: 2.7050, grad_norm: 2.2929 2021-07-09 12:01:38,060 - mmaction - INFO - Epoch [86][760/1879] lr: 7.518e-02, eta: 3 days, 7:42:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6621, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.2783 2021-07-09 12:01:55,171 - mmaction - INFO - Epoch [86][780/1879] lr: 7.518e-02, eta: 3 days, 7:42:12, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6430, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.2840 2021-07-09 12:02:12,280 - mmaction - INFO - Epoch [86][800/1879] lr: 7.518e-02, eta: 3 days, 7:41:52, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6598, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.3016 2021-07-09 12:02:29,473 - mmaction - INFO - Epoch [86][820/1879] lr: 7.518e-02, eta: 3 days, 7:41:33, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6348, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.2952 2021-07-09 12:02:46,632 - mmaction - INFO - Epoch [86][840/1879] lr: 7.518e-02, eta: 3 days, 7:41:14, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6516, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.3155 2021-07-09 12:03:03,754 - mmaction - INFO - Epoch [86][860/1879] lr: 7.518e-02, eta: 3 days, 7:40:54, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.2872 2021-07-09 12:03:20,882 - mmaction - INFO - Epoch [86][880/1879] lr: 7.518e-02, eta: 3 days, 7:40:35, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6477, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.3226 2021-07-09 12:03:38,013 - mmaction - INFO - Epoch [86][900/1879] lr: 7.518e-02, eta: 3 days, 7:40:15, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6680, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.2971 2021-07-09 12:03:55,109 - mmaction - INFO - Epoch [86][920/1879] lr: 7.518e-02, eta: 3 days, 7:39:56, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6730, loss_cls: 2.6188, loss: 2.6188, grad_norm: 2.3000 2021-07-09 12:04:12,548 - mmaction - INFO - Epoch [86][940/1879] lr: 7.518e-02, eta: 3 days, 7:39:37, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6594, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.3087 2021-07-09 12:04:29,738 - mmaction - INFO - Epoch [86][960/1879] lr: 7.518e-02, eta: 3 days, 7:39:18, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6598, loss_cls: 2.6815, loss: 2.6815, grad_norm: 2.4045 2021-07-09 12:04:46,806 - mmaction - INFO - Epoch [86][980/1879] lr: 7.518e-02, eta: 3 days, 7:38:58, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6547, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.2884 2021-07-09 12:05:03,897 - mmaction - INFO - Epoch [86][1000/1879] lr: 7.518e-02, eta: 3 days, 7:38:39, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7248, loss: 2.7248, grad_norm: 2.3413 2021-07-09 12:05:20,954 - mmaction - INFO - Epoch [86][1020/1879] lr: 7.518e-02, eta: 3 days, 7:38:19, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.3001 2021-07-09 12:05:38,148 - mmaction - INFO - Epoch [86][1040/1879] lr: 7.518e-02, eta: 3 days, 7:38:00, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.3495 2021-07-09 12:05:55,217 - mmaction - INFO - Epoch [86][1060/1879] lr: 7.518e-02, eta: 3 days, 7:37:40, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.2930 2021-07-09 12:06:12,339 - mmaction - INFO - Epoch [86][1080/1879] lr: 7.518e-02, eta: 3 days, 7:37:21, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6590, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.3523 2021-07-09 12:06:29,295 - mmaction - INFO - Epoch [86][1100/1879] lr: 7.518e-02, eta: 3 days, 7:37:01, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6512, loss_cls: 2.6780, loss: 2.6780, grad_norm: 2.3367 2021-07-09 12:06:46,640 - mmaction - INFO - Epoch [86][1120/1879] lr: 7.518e-02, eta: 3 days, 7:36:42, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6578, loss_cls: 2.6696, loss: 2.6696, grad_norm: 2.2720 2021-07-09 12:07:03,680 - mmaction - INFO - Epoch [86][1140/1879] lr: 7.518e-02, eta: 3 days, 7:36:22, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6426, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.3190 2021-07-09 12:07:20,798 - mmaction - INFO - Epoch [86][1160/1879] lr: 7.518e-02, eta: 3 days, 7:36:03, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6613, loss_cls: 2.6263, loss: 2.6263, grad_norm: 2.3103 2021-07-09 12:07:37,741 - mmaction - INFO - Epoch [86][1180/1879] lr: 7.518e-02, eta: 3 days, 7:35:43, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6488, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.3165 2021-07-09 12:07:55,049 - mmaction - INFO - Epoch [86][1200/1879] lr: 7.518e-02, eta: 3 days, 7:35:24, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6730, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.2751 2021-07-09 12:08:12,173 - mmaction - INFO - Epoch [86][1220/1879] lr: 7.518e-02, eta: 3 days, 7:35:05, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6484, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.2979 2021-07-09 12:08:29,347 - mmaction - INFO - Epoch [86][1240/1879] lr: 7.518e-02, eta: 3 days, 7:34:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6387, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.2708 2021-07-09 12:08:46,356 - mmaction - INFO - Epoch [86][1260/1879] lr: 7.518e-02, eta: 3 days, 7:34:26, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.3039 2021-07-09 12:09:03,506 - mmaction - INFO - Epoch [86][1280/1879] lr: 7.518e-02, eta: 3 days, 7:34:06, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6480, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2995 2021-07-09 12:09:20,544 - mmaction - INFO - Epoch [86][1300/1879] lr: 7.518e-02, eta: 3 days, 7:33:47, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.3231 2021-07-09 12:09:37,605 - mmaction - INFO - Epoch [86][1320/1879] lr: 7.518e-02, eta: 3 days, 7:33:27, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.3160 2021-07-09 12:09:54,739 - mmaction - INFO - Epoch [86][1340/1879] lr: 7.518e-02, eta: 3 days, 7:33:08, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6477, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.2825 2021-07-09 12:10:11,966 - mmaction - INFO - Epoch [86][1360/1879] lr: 7.518e-02, eta: 3 days, 7:32:48, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6594, loss_cls: 2.6658, loss: 2.6658, grad_norm: 2.2877 2021-07-09 12:10:29,128 - mmaction - INFO - Epoch [86][1380/1879] lr: 7.518e-02, eta: 3 days, 7:32:29, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6453, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.3106 2021-07-09 12:10:46,253 - mmaction - INFO - Epoch [86][1400/1879] lr: 7.518e-02, eta: 3 days, 7:32:09, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6539, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.2482 2021-07-09 12:11:03,351 - mmaction - INFO - Epoch [86][1420/1879] lr: 7.518e-02, eta: 3 days, 7:31:50, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6379, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.3263 2021-07-09 12:11:20,477 - mmaction - INFO - Epoch [86][1440/1879] lr: 7.518e-02, eta: 3 days, 7:31:30, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6539, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.2708 2021-07-09 12:11:37,605 - mmaction - INFO - Epoch [86][1460/1879] lr: 7.518e-02, eta: 3 days, 7:31:11, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6512, loss_cls: 2.6922, loss: 2.6922, grad_norm: 2.2773 2021-07-09 12:11:54,737 - mmaction - INFO - Epoch [86][1480/1879] lr: 7.518e-02, eta: 3 days, 7:30:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6621, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.2852 2021-07-09 12:12:11,952 - mmaction - INFO - Epoch [86][1500/1879] lr: 7.518e-02, eta: 3 days, 7:30:32, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6551, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.3314 2021-07-09 12:12:28,961 - mmaction - INFO - Epoch [86][1520/1879] lr: 7.518e-02, eta: 3 days, 7:30:13, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6629, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.3711 2021-07-09 12:12:46,075 - mmaction - INFO - Epoch [86][1540/1879] lr: 7.518e-02, eta: 3 days, 7:29:53, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6391, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.3005 2021-07-09 12:13:03,267 - mmaction - INFO - Epoch [86][1560/1879] lr: 7.518e-02, eta: 3 days, 7:29:34, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6551, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2395 2021-07-09 12:13:20,354 - mmaction - INFO - Epoch [86][1580/1879] lr: 7.518e-02, eta: 3 days, 7:29:14, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6441, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.2833 2021-07-09 12:13:37,422 - mmaction - INFO - Epoch [86][1600/1879] lr: 7.518e-02, eta: 3 days, 7:28:55, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6387, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.3025 2021-07-09 12:13:54,407 - mmaction - INFO - Epoch [86][1620/1879] lr: 7.518e-02, eta: 3 days, 7:28:35, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6523, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.3205 2021-07-09 12:14:11,537 - mmaction - INFO - Epoch [86][1640/1879] lr: 7.518e-02, eta: 3 days, 7:28:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6383, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.3440 2021-07-09 12:14:28,757 - mmaction - INFO - Epoch [86][1660/1879] lr: 7.518e-02, eta: 3 days, 7:27:56, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6457, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.3028 2021-07-09 12:14:46,008 - mmaction - INFO - Epoch [86][1680/1879] lr: 7.518e-02, eta: 3 days, 7:27:37, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6531, loss_cls: 2.6905, loss: 2.6905, grad_norm: 2.3161 2021-07-09 12:15:02,950 - mmaction - INFO - Epoch [86][1700/1879] lr: 7.518e-02, eta: 3 days, 7:27:18, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6609, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.2778 2021-07-09 12:15:20,010 - mmaction - INFO - Epoch [86][1720/1879] lr: 7.518e-02, eta: 3 days, 7:26:58, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6434, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.2930 2021-07-09 12:15:37,066 - mmaction - INFO - Epoch [86][1740/1879] lr: 7.518e-02, eta: 3 days, 7:26:38, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6500, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.2775 2021-07-09 12:15:54,178 - mmaction - INFO - Epoch [86][1760/1879] lr: 7.518e-02, eta: 3 days, 7:26:19, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6457, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.2622 2021-07-09 12:16:11,407 - mmaction - INFO - Epoch [86][1780/1879] lr: 7.518e-02, eta: 3 days, 7:26:00, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6465, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.2237 2021-07-09 12:16:28,514 - mmaction - INFO - Epoch [86][1800/1879] lr: 7.518e-02, eta: 3 days, 7:25:40, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6480, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.2745 2021-07-09 12:16:45,731 - mmaction - INFO - Epoch [86][1820/1879] lr: 7.518e-02, eta: 3 days, 7:25:21, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6605, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.2980 2021-07-09 12:17:02,954 - mmaction - INFO - Epoch [86][1840/1879] lr: 7.518e-02, eta: 3 days, 7:25:02, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6637, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.2835 2021-07-09 12:17:19,944 - mmaction - INFO - Epoch [86][1860/1879] lr: 7.518e-02, eta: 3 days, 7:24:42, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6252, loss: 2.6252, grad_norm: 2.2854 2021-07-09 12:17:56,066 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 12:17:56,072 - mmaction - INFO - 106 BN found 2021-07-09 12:22:29,435 - mmaction - INFO - BN stats updated 2021-07-09 12:24:01,085 - mmaction - INFO - Epoch [87][20/1879] lr: 7.464e-02, eta: 3 days, 7:25:55, time: 4.481, data_time: 3.560, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.3226 2021-07-09 12:24:17,596 - mmaction - INFO - Epoch [87][40/1879] lr: 7.464e-02, eta: 3 days, 7:25:35, time: 0.826, data_time: 0.006, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6645, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.2716 2021-07-09 12:24:33,971 - mmaction - INFO - Epoch [87][60/1879] lr: 7.464e-02, eta: 3 days, 7:25:14, time: 0.819, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6504, loss_cls: 2.6712, loss: 2.6712, grad_norm: 2.2962 2021-07-09 12:24:50,451 - mmaction - INFO - Epoch [87][80/1879] lr: 7.464e-02, eta: 3 days, 7:24:53, time: 0.820, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6574, loss_cls: 2.6514, loss: 2.6514, grad_norm: 2.2931 2021-07-09 12:25:07,232 - mmaction - INFO - Epoch [87][100/1879] lr: 7.464e-02, eta: 3 days, 7:24:33, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6500, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.3404 2021-07-09 12:25:23,909 - mmaction - INFO - Epoch [87][120/1879] lr: 7.464e-02, eta: 3 days, 7:24:13, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6461, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.2718 2021-07-09 12:25:40,831 - mmaction - INFO - Epoch [87][140/1879] lr: 7.464e-02, eta: 3 days, 7:23:53, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6477, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.3018 2021-07-09 12:25:57,701 - mmaction - INFO - Epoch [87][160/1879] lr: 7.464e-02, eta: 3 days, 7:23:33, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.3475 2021-07-09 12:26:14,541 - mmaction - INFO - Epoch [87][180/1879] lr: 7.464e-02, eta: 3 days, 7:23:13, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6730, loss_cls: 2.5677, loss: 2.5677, grad_norm: 2.3011 2021-07-09 12:26:31,440 - mmaction - INFO - Epoch [87][200/1879] lr: 7.464e-02, eta: 3 days, 7:22:53, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6625, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.3497 2021-07-09 12:26:48,472 - mmaction - INFO - Epoch [87][220/1879] lr: 7.464e-02, eta: 3 days, 7:22:33, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6496, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.3165 2021-07-09 12:27:05,402 - mmaction - INFO - Epoch [87][240/1879] lr: 7.464e-02, eta: 3 days, 7:22:13, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6707, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.3295 2021-07-09 12:27:22,250 - mmaction - INFO - Epoch [87][260/1879] lr: 7.464e-02, eta: 3 days, 7:21:53, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6469, loss_cls: 2.6400, loss: 2.6400, grad_norm: 2.2930 2021-07-09 12:27:39,401 - mmaction - INFO - Epoch [87][280/1879] lr: 7.464e-02, eta: 3 days, 7:21:34, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6535, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.2839 2021-07-09 12:27:56,467 - mmaction - INFO - Epoch [87][300/1879] lr: 7.464e-02, eta: 3 days, 7:21:15, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.2757 2021-07-09 12:28:13,503 - mmaction - INFO - Epoch [87][320/1879] lr: 7.464e-02, eta: 3 days, 7:20:55, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6469, loss_cls: 2.7330, loss: 2.7330, grad_norm: 2.3056 2021-07-09 12:28:30,497 - mmaction - INFO - Epoch [87][340/1879] lr: 7.464e-02, eta: 3 days, 7:20:35, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6496, loss_cls: 2.6529, loss: 2.6529, grad_norm: 2.2839 2021-07-09 12:28:47,499 - mmaction - INFO - Epoch [87][360/1879] lr: 7.464e-02, eta: 3 days, 7:20:16, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6473, loss_cls: 2.7186, loss: 2.7186, grad_norm: 2.2970 2021-07-09 12:29:04,511 - mmaction - INFO - Epoch [87][380/1879] lr: 7.464e-02, eta: 3 days, 7:19:56, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6684, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.2956 2021-07-09 12:29:21,575 - mmaction - INFO - Epoch [87][400/1879] lr: 7.464e-02, eta: 3 days, 7:19:36, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6531, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.3569 2021-07-09 12:29:38,498 - mmaction - INFO - Epoch [87][420/1879] lr: 7.464e-02, eta: 3 days, 7:19:16, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6559, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.3049 2021-07-09 12:29:55,508 - mmaction - INFO - Epoch [87][440/1879] lr: 7.464e-02, eta: 3 days, 7:18:57, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6508, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.3550 2021-07-09 12:30:12,597 - mmaction - INFO - Epoch [87][460/1879] lr: 7.464e-02, eta: 3 days, 7:18:37, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6609, loss_cls: 2.5886, loss: 2.5886, grad_norm: 2.2853 2021-07-09 12:30:29,591 - mmaction - INFO - Epoch [87][480/1879] lr: 7.464e-02, eta: 3 days, 7:18:18, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6391, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.3457 2021-07-09 12:30:46,628 - mmaction - INFO - Epoch [87][500/1879] lr: 7.464e-02, eta: 3 days, 7:17:58, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6529, loss: 2.6529, grad_norm: 2.3131 2021-07-09 12:31:03,795 - mmaction - INFO - Epoch [87][520/1879] lr: 7.464e-02, eta: 3 days, 7:17:39, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6703, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.3211 2021-07-09 12:31:20,869 - mmaction - INFO - Epoch [87][540/1879] lr: 7.464e-02, eta: 3 days, 7:17:19, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6637, loss_cls: 2.6511, loss: 2.6511, grad_norm: 2.3475 2021-07-09 12:31:37,979 - mmaction - INFO - Epoch [87][560/1879] lr: 7.464e-02, eta: 3 days, 7:17:00, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6516, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.3909 2021-07-09 12:31:55,069 - mmaction - INFO - Epoch [87][580/1879] lr: 7.464e-02, eta: 3 days, 7:16:40, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6551, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.2738 2021-07-09 12:32:12,080 - mmaction - INFO - Epoch [87][600/1879] lr: 7.464e-02, eta: 3 days, 7:16:21, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6660, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.2815 2021-07-09 12:32:29,111 - mmaction - INFO - Epoch [87][620/1879] lr: 7.464e-02, eta: 3 days, 7:16:01, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6480, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.2973 2021-07-09 12:32:46,156 - mmaction - INFO - Epoch [87][640/1879] lr: 7.464e-02, eta: 3 days, 7:15:41, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.3264 2021-07-09 12:33:03,434 - mmaction - INFO - Epoch [87][660/1879] lr: 7.464e-02, eta: 3 days, 7:15:22, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.5951, loss: 2.5951, grad_norm: 2.2632 2021-07-09 12:33:20,407 - mmaction - INFO - Epoch [87][680/1879] lr: 7.464e-02, eta: 3 days, 7:15:02, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6535, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.3015 2021-07-09 12:33:37,574 - mmaction - INFO - Epoch [87][700/1879] lr: 7.464e-02, eta: 3 days, 7:14:43, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6531, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.3328 2021-07-09 12:33:54,675 - mmaction - INFO - Epoch [87][720/1879] lr: 7.464e-02, eta: 3 days, 7:14:24, time: 0.858, data_time: 0.009, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6508, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.3054 2021-07-09 12:34:11,492 - mmaction - INFO - Epoch [87][740/1879] lr: 7.464e-02, eta: 3 days, 7:14:03, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6465, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.2884 2021-07-09 12:34:28,472 - mmaction - INFO - Epoch [87][760/1879] lr: 7.464e-02, eta: 3 days, 7:13:44, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.2741 2021-07-09 12:34:45,629 - mmaction - INFO - Epoch [87][780/1879] lr: 7.464e-02, eta: 3 days, 7:13:25, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6574, loss_cls: 2.6263, loss: 2.6263, grad_norm: 2.3355 2021-07-09 12:35:02,504 - mmaction - INFO - Epoch [87][800/1879] lr: 7.464e-02, eta: 3 days, 7:13:05, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6621, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.2888 2021-07-09 12:35:19,595 - mmaction - INFO - Epoch [87][820/1879] lr: 7.464e-02, eta: 3 days, 7:12:45, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.5587, loss: 2.5587, grad_norm: 2.2695 2021-07-09 12:35:36,585 - mmaction - INFO - Epoch [87][840/1879] lr: 7.464e-02, eta: 3 days, 7:12:25, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6586, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.3445 2021-07-09 12:35:53,483 - mmaction - INFO - Epoch [87][860/1879] lr: 7.464e-02, eta: 3 days, 7:12:06, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6555, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.3368 2021-07-09 12:36:10,675 - mmaction - INFO - Epoch [87][880/1879] lr: 7.464e-02, eta: 3 days, 7:11:46, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6570, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.3434 2021-07-09 12:36:27,541 - mmaction - INFO - Epoch [87][900/1879] lr: 7.464e-02, eta: 3 days, 7:11:26, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6570, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.2731 2021-07-09 12:36:44,543 - mmaction - INFO - Epoch [87][920/1879] lr: 7.464e-02, eta: 3 days, 7:11:07, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6590, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.3615 2021-07-09 12:37:01,600 - mmaction - INFO - Epoch [87][940/1879] lr: 7.464e-02, eta: 3 days, 7:10:47, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6461, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.3093 2021-07-09 12:37:18,522 - mmaction - INFO - Epoch [87][960/1879] lr: 7.464e-02, eta: 3 days, 7:10:27, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6613, loss_cls: 2.6400, loss: 2.6400, grad_norm: 2.3044 2021-07-09 12:37:35,664 - mmaction - INFO - Epoch [87][980/1879] lr: 7.464e-02, eta: 3 days, 7:10:08, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.6014, loss: 2.6014, grad_norm: 2.3364 2021-07-09 12:37:52,595 - mmaction - INFO - Epoch [87][1000/1879] lr: 7.464e-02, eta: 3 days, 7:09:48, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6512, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.2866 2021-07-09 12:38:09,575 - mmaction - INFO - Epoch [87][1020/1879] lr: 7.464e-02, eta: 3 days, 7:09:29, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6402, loss_cls: 2.7559, loss: 2.7559, grad_norm: 2.3486 2021-07-09 12:38:26,783 - mmaction - INFO - Epoch [87][1040/1879] lr: 7.464e-02, eta: 3 days, 7:09:09, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6582, loss_cls: 2.6203, loss: 2.6203, grad_norm: 2.3380 2021-07-09 12:38:43,774 - mmaction - INFO - Epoch [87][1060/1879] lr: 7.464e-02, eta: 3 days, 7:08:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6707, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.3452 2021-07-09 12:39:00,820 - mmaction - INFO - Epoch [87][1080/1879] lr: 7.464e-02, eta: 3 days, 7:08:30, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6629, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.3807 2021-07-09 12:39:17,907 - mmaction - INFO - Epoch [87][1100/1879] lr: 7.464e-02, eta: 3 days, 7:08:10, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6566, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.3002 2021-07-09 12:39:35,084 - mmaction - INFO - Epoch [87][1120/1879] lr: 7.464e-02, eta: 3 days, 7:07:51, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6445, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.3743 2021-07-09 12:39:52,025 - mmaction - INFO - Epoch [87][1140/1879] lr: 7.464e-02, eta: 3 days, 7:07:31, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6527, loss_cls: 2.6900, loss: 2.6900, grad_norm: 2.3061 2021-07-09 12:40:09,169 - mmaction - INFO - Epoch [87][1160/1879] lr: 7.464e-02, eta: 3 days, 7:07:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6512, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.3427 2021-07-09 12:40:26,142 - mmaction - INFO - Epoch [87][1180/1879] lr: 7.464e-02, eta: 3 days, 7:06:52, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6598, loss_cls: 2.6674, loss: 2.6674, grad_norm: 2.3429 2021-07-09 12:40:43,124 - mmaction - INFO - Epoch [87][1200/1879] lr: 7.464e-02, eta: 3 days, 7:06:33, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6469, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.3735 2021-07-09 12:41:00,104 - mmaction - INFO - Epoch [87][1220/1879] lr: 7.464e-02, eta: 3 days, 7:06:13, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6434, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.3960 2021-07-09 12:41:17,028 - mmaction - INFO - Epoch [87][1240/1879] lr: 7.464e-02, eta: 3 days, 7:05:53, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6590, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.3020 2021-07-09 12:41:34,101 - mmaction - INFO - Epoch [87][1260/1879] lr: 7.464e-02, eta: 3 days, 7:05:34, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6543, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.3206 2021-07-09 12:41:51,272 - mmaction - INFO - Epoch [87][1280/1879] lr: 7.464e-02, eta: 3 days, 7:05:14, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6594, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.3349 2021-07-09 12:42:08,311 - mmaction - INFO - Epoch [87][1300/1879] lr: 7.464e-02, eta: 3 days, 7:04:55, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6582, loss_cls: 2.6366, loss: 2.6366, grad_norm: 2.3468 2021-07-09 12:42:25,210 - mmaction - INFO - Epoch [87][1320/1879] lr: 7.464e-02, eta: 3 days, 7:04:35, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6453, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.3327 2021-07-09 12:42:42,212 - mmaction - INFO - Epoch [87][1340/1879] lr: 7.464e-02, eta: 3 days, 7:04:15, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6500, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.2927 2021-07-09 12:42:59,349 - mmaction - INFO - Epoch [87][1360/1879] lr: 7.464e-02, eta: 3 days, 7:03:56, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6492, loss_cls: 2.6858, loss: 2.6858, grad_norm: 2.2724 2021-07-09 12:43:16,456 - mmaction - INFO - Epoch [87][1380/1879] lr: 7.464e-02, eta: 3 days, 7:03:36, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6629, loss_cls: 2.6622, loss: 2.6622, grad_norm: 2.3031 2021-07-09 12:43:33,404 - mmaction - INFO - Epoch [87][1400/1879] lr: 7.464e-02, eta: 3 days, 7:03:17, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6605, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.3427 2021-07-09 12:43:50,474 - mmaction - INFO - Epoch [87][1420/1879] lr: 7.464e-02, eta: 3 days, 7:02:57, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6410, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.3445 2021-07-09 12:44:07,715 - mmaction - INFO - Epoch [87][1440/1879] lr: 7.464e-02, eta: 3 days, 7:02:38, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6414, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.3083 2021-07-09 12:44:24,581 - mmaction - INFO - Epoch [87][1460/1879] lr: 7.464e-02, eta: 3 days, 7:02:18, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6547, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.2591 2021-07-09 12:44:41,697 - mmaction - INFO - Epoch [87][1480/1879] lr: 7.464e-02, eta: 3 days, 7:01:59, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6730, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.3264 2021-07-09 12:44:58,533 - mmaction - INFO - Epoch [87][1500/1879] lr: 7.464e-02, eta: 3 days, 7:01:39, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.3106 2021-07-09 12:45:15,488 - mmaction - INFO - Epoch [87][1520/1879] lr: 7.464e-02, eta: 3 days, 7:01:19, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6531, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.3175 2021-07-09 12:45:32,380 - mmaction - INFO - Epoch [87][1540/1879] lr: 7.464e-02, eta: 3 days, 7:00:59, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6539, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.2835 2021-07-09 12:45:49,450 - mmaction - INFO - Epoch [87][1560/1879] lr: 7.464e-02, eta: 3 days, 7:00:40, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.3325 2021-07-09 12:46:06,586 - mmaction - INFO - Epoch [87][1580/1879] lr: 7.464e-02, eta: 3 days, 7:00:20, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6574, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.3052 2021-07-09 12:46:23,861 - mmaction - INFO - Epoch [87][1600/1879] lr: 7.464e-02, eta: 3 days, 7:00:01, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6531, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.2946 2021-07-09 12:46:40,689 - mmaction - INFO - Epoch [87][1620/1879] lr: 7.464e-02, eta: 3 days, 6:59:41, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.3157 2021-07-09 12:46:57,814 - mmaction - INFO - Epoch [87][1640/1879] lr: 7.464e-02, eta: 3 days, 6:59:22, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6492, loss_cls: 2.6585, loss: 2.6585, grad_norm: 2.2926 2021-07-09 12:47:14,650 - mmaction - INFO - Epoch [87][1660/1879] lr: 7.464e-02, eta: 3 days, 6:59:02, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6430, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.3746 2021-07-09 12:47:31,894 - mmaction - INFO - Epoch [87][1680/1879] lr: 7.464e-02, eta: 3 days, 6:58:43, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6375, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.3057 2021-07-09 12:47:48,949 - mmaction - INFO - Epoch [87][1700/1879] lr: 7.464e-02, eta: 3 days, 6:58:23, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6574, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.3238 2021-07-09 12:48:06,115 - mmaction - INFO - Epoch [87][1720/1879] lr: 7.464e-02, eta: 3 days, 6:58:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6633, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.2717 2021-07-09 12:48:23,094 - mmaction - INFO - Epoch [87][1740/1879] lr: 7.464e-02, eta: 3 days, 6:57:44, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6551, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.2615 2021-07-09 12:48:39,965 - mmaction - INFO - Epoch [87][1760/1879] lr: 7.464e-02, eta: 3 days, 6:57:24, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6383, loss_cls: 2.7064, loss: 2.7064, grad_norm: 2.2487 2021-07-09 12:48:56,882 - mmaction - INFO - Epoch [87][1780/1879] lr: 7.464e-02, eta: 3 days, 6:57:04, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6457, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.3087 2021-07-09 12:49:13,821 - mmaction - INFO - Epoch [87][1800/1879] lr: 7.464e-02, eta: 3 days, 6:56:45, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6547, loss_cls: 2.6537, loss: 2.6537, grad_norm: 2.3248 2021-07-09 12:49:30,772 - mmaction - INFO - Epoch [87][1820/1879] lr: 7.464e-02, eta: 3 days, 6:56:25, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6641, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.2997 2021-07-09 12:49:47,719 - mmaction - INFO - Epoch [87][1840/1879] lr: 7.464e-02, eta: 3 days, 6:56:05, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6496, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.3564 2021-07-09 12:50:04,665 - mmaction - INFO - Epoch [87][1860/1879] lr: 7.464e-02, eta: 3 days, 6:55:45, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6402, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.3039 2021-07-09 12:50:24,236 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 12:50:24,240 - mmaction - INFO - 106 BN found 2021-07-09 12:55:01,367 - mmaction - INFO - BN stats updated 2021-07-09 12:57:07,671 - mmaction - INFO - Epoch [88][20/1879] lr: 7.411e-02, eta: 3 days, 6:58:04, time: 6.212, data_time: 5.334, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6684, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.3149 2021-07-09 12:57:24,130 - mmaction - INFO - Epoch [88][40/1879] lr: 7.411e-02, eta: 3 days, 6:57:43, time: 0.822, data_time: 0.008, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6480, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.3212 2021-07-09 12:57:40,522 - mmaction - INFO - Epoch [88][60/1879] lr: 7.411e-02, eta: 3 days, 6:57:22, time: 0.820, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6641, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.3077 2021-07-09 12:57:57,070 - mmaction - INFO - Epoch [88][80/1879] lr: 7.411e-02, eta: 3 days, 6:57:02, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6687, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.3493 2021-07-09 12:58:13,716 - mmaction - INFO - Epoch [88][100/1879] lr: 7.411e-02, eta: 3 days, 6:56:42, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6531, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.3603 2021-07-09 12:58:30,479 - mmaction - INFO - Epoch [88][120/1879] lr: 7.411e-02, eta: 3 days, 6:56:21, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6508, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.3059 2021-07-09 12:58:47,077 - mmaction - INFO - Epoch [88][140/1879] lr: 7.411e-02, eta: 3 days, 6:56:01, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6613, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.2821 2021-07-09 12:59:03,985 - mmaction - INFO - Epoch [88][160/1879] lr: 7.411e-02, eta: 3 days, 6:55:41, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.3130 2021-07-09 12:59:20,804 - mmaction - INFO - Epoch [88][180/1879] lr: 7.411e-02, eta: 3 days, 6:55:21, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6637, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.3555 2021-07-09 12:59:37,701 - mmaction - INFO - Epoch [88][200/1879] lr: 7.411e-02, eta: 3 days, 6:55:01, time: 0.845, data_time: 0.007, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.2966 2021-07-09 12:59:54,805 - mmaction - INFO - Epoch [88][220/1879] lr: 7.411e-02, eta: 3 days, 6:54:42, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6555, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.3327 2021-07-09 13:00:11,933 - mmaction - INFO - Epoch [88][240/1879] lr: 7.411e-02, eta: 3 days, 6:54:22, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6621, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.3377 2021-07-09 13:00:28,726 - mmaction - INFO - Epoch [88][260/1879] lr: 7.411e-02, eta: 3 days, 6:54:02, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6457, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.2770 2021-07-09 13:00:45,884 - mmaction - INFO - Epoch [88][280/1879] lr: 7.411e-02, eta: 3 days, 6:53:43, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6578, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.2577 2021-07-09 13:01:03,007 - mmaction - INFO - Epoch [88][300/1879] lr: 7.411e-02, eta: 3 days, 6:53:24, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6645, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.2743 2021-07-09 13:01:20,111 - mmaction - INFO - Epoch [88][320/1879] lr: 7.411e-02, eta: 3 days, 6:53:04, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6676, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.2928 2021-07-09 13:01:37,023 - mmaction - INFO - Epoch [88][340/1879] lr: 7.411e-02, eta: 3 days, 6:52:44, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6562, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.3032 2021-07-09 13:01:54,086 - mmaction - INFO - Epoch [88][360/1879] lr: 7.411e-02, eta: 3 days, 6:52:25, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6785, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.3862 2021-07-09 13:02:11,062 - mmaction - INFO - Epoch [88][380/1879] lr: 7.411e-02, eta: 3 days, 6:52:05, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.3467 2021-07-09 13:02:28,089 - mmaction - INFO - Epoch [88][400/1879] lr: 7.411e-02, eta: 3 days, 6:51:45, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6707, loss_cls: 2.6225, loss: 2.6225, grad_norm: 2.3441 2021-07-09 13:02:45,004 - mmaction - INFO - Epoch [88][420/1879] lr: 7.411e-02, eta: 3 days, 6:51:26, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6672, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.3622 2021-07-09 13:03:02,026 - mmaction - INFO - Epoch [88][440/1879] lr: 7.411e-02, eta: 3 days, 6:51:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6582, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.3536 2021-07-09 13:03:18,874 - mmaction - INFO - Epoch [88][460/1879] lr: 7.411e-02, eta: 3 days, 6:50:46, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6496, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.3584 2021-07-09 13:03:35,863 - mmaction - INFO - Epoch [88][480/1879] lr: 7.411e-02, eta: 3 days, 6:50:26, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6512, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.3058 2021-07-09 13:03:52,996 - mmaction - INFO - Epoch [88][500/1879] lr: 7.411e-02, eta: 3 days, 6:50:07, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6477, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.3279 2021-07-09 13:04:09,786 - mmaction - INFO - Epoch [88][520/1879] lr: 7.411e-02, eta: 3 days, 6:49:47, time: 0.838, data_time: 0.000, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6680, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.3306 2021-07-09 13:04:26,865 - mmaction - INFO - Epoch [88][540/1879] lr: 7.411e-02, eta: 3 days, 6:49:27, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.3315 2021-07-09 13:04:43,815 - mmaction - INFO - Epoch [88][560/1879] lr: 7.411e-02, eta: 3 days, 6:49:08, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6590, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.2852 2021-07-09 13:05:00,741 - mmaction - INFO - Epoch [88][580/1879] lr: 7.411e-02, eta: 3 days, 6:48:48, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6516, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.3311 2021-07-09 13:05:17,589 - mmaction - INFO - Epoch [88][600/1879] lr: 7.411e-02, eta: 3 days, 6:48:28, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6551, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.3206 2021-07-09 13:05:34,711 - mmaction - INFO - Epoch [88][620/1879] lr: 7.411e-02, eta: 3 days, 6:48:09, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6680, loss_cls: 2.5725, loss: 2.5725, grad_norm: 2.2688 2021-07-09 13:05:51,657 - mmaction - INFO - Epoch [88][640/1879] lr: 7.411e-02, eta: 3 days, 6:47:49, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6500, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.3243 2021-07-09 13:06:08,770 - mmaction - INFO - Epoch [88][660/1879] lr: 7.411e-02, eta: 3 days, 6:47:29, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.3132 2021-07-09 13:06:25,905 - mmaction - INFO - Epoch [88][680/1879] lr: 7.411e-02, eta: 3 days, 6:47:10, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6512, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.2899 2021-07-09 13:06:43,071 - mmaction - INFO - Epoch [88][700/1879] lr: 7.411e-02, eta: 3 days, 6:46:51, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6484, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.3047 2021-07-09 13:07:00,005 - mmaction - INFO - Epoch [88][720/1879] lr: 7.411e-02, eta: 3 days, 6:46:31, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6484, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.2656 2021-07-09 13:07:17,121 - mmaction - INFO - Epoch [88][740/1879] lr: 7.411e-02, eta: 3 days, 6:46:12, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6512, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.3635 2021-07-09 13:07:33,976 - mmaction - INFO - Epoch [88][760/1879] lr: 7.411e-02, eta: 3 days, 6:45:52, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6555, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.3248 2021-07-09 13:07:51,113 - mmaction - INFO - Epoch [88][780/1879] lr: 7.411e-02, eta: 3 days, 6:45:32, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6516, loss_cls: 2.7033, loss: 2.7033, grad_norm: 2.3717 2021-07-09 13:08:08,381 - mmaction - INFO - Epoch [88][800/1879] lr: 7.411e-02, eta: 3 days, 6:45:13, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6570, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.3183 2021-07-09 13:08:25,564 - mmaction - INFO - Epoch [88][820/1879] lr: 7.411e-02, eta: 3 days, 6:44:54, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.3045 2021-07-09 13:08:42,669 - mmaction - INFO - Epoch [88][840/1879] lr: 7.411e-02, eta: 3 days, 6:44:34, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6488, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.2642 2021-07-09 13:08:59,492 - mmaction - INFO - Epoch [88][860/1879] lr: 7.411e-02, eta: 3 days, 6:44:14, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6703, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.3181 2021-07-09 13:09:16,526 - mmaction - INFO - Epoch [88][880/1879] lr: 7.411e-02, eta: 3 days, 6:43:55, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6551, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.3520 2021-07-09 13:09:33,663 - mmaction - INFO - Epoch [88][900/1879] lr: 7.411e-02, eta: 3 days, 6:43:35, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.3162 2021-07-09 13:09:50,772 - mmaction - INFO - Epoch [88][920/1879] lr: 7.411e-02, eta: 3 days, 6:43:16, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7432, loss: 2.7432, grad_norm: 2.3307 2021-07-09 13:10:07,879 - mmaction - INFO - Epoch [88][940/1879] lr: 7.411e-02, eta: 3 days, 6:42:57, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.2377 2021-07-09 13:10:24,891 - mmaction - INFO - Epoch [88][960/1879] lr: 7.411e-02, eta: 3 days, 6:42:37, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6648, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.2800 2021-07-09 13:10:42,057 - mmaction - INFO - Epoch [88][980/1879] lr: 7.411e-02, eta: 3 days, 6:42:18, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6582, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.3533 2021-07-09 13:10:59,008 - mmaction - INFO - Epoch [88][1000/1879] lr: 7.411e-02, eta: 3 days, 6:41:58, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6512, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.2781 2021-07-09 13:11:15,974 - mmaction - INFO - Epoch [88][1020/1879] lr: 7.411e-02, eta: 3 days, 6:41:38, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6406, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.2887 2021-07-09 13:11:32,967 - mmaction - INFO - Epoch [88][1040/1879] lr: 7.411e-02, eta: 3 days, 6:41:19, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6652, loss_cls: 2.6065, loss: 2.6065, grad_norm: 2.2870 2021-07-09 13:11:50,089 - mmaction - INFO - Epoch [88][1060/1879] lr: 7.411e-02, eta: 3 days, 6:40:59, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6633, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.2907 2021-07-09 13:12:07,065 - mmaction - INFO - Epoch [88][1080/1879] lr: 7.411e-02, eta: 3 days, 6:40:40, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6809, loss_cls: 2.5325, loss: 2.5325, grad_norm: 2.2920 2021-07-09 13:12:24,366 - mmaction - INFO - Epoch [88][1100/1879] lr: 7.411e-02, eta: 3 days, 6:40:20, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6512, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.3580 2021-07-09 13:12:41,755 - mmaction - INFO - Epoch [88][1120/1879] lr: 7.411e-02, eta: 3 days, 6:40:02, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6547, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.3429 2021-07-09 13:12:58,817 - mmaction - INFO - Epoch [88][1140/1879] lr: 7.411e-02, eta: 3 days, 6:39:42, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6477, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.3154 2021-07-09 13:13:16,097 - mmaction - INFO - Epoch [88][1160/1879] lr: 7.411e-02, eta: 3 days, 6:39:23, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6672, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.3257 2021-07-09 13:13:33,227 - mmaction - INFO - Epoch [88][1180/1879] lr: 7.411e-02, eta: 3 days, 6:39:04, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6551, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.3086 2021-07-09 13:13:50,546 - mmaction - INFO - Epoch [88][1200/1879] lr: 7.411e-02, eta: 3 days, 6:38:45, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6680, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.3222 2021-07-09 13:14:07,683 - mmaction - INFO - Epoch [88][1220/1879] lr: 7.411e-02, eta: 3 days, 6:38:25, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6660, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.2671 2021-07-09 13:14:24,888 - mmaction - INFO - Epoch [88][1240/1879] lr: 7.411e-02, eta: 3 days, 6:38:06, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.3766 2021-07-09 13:14:42,033 - mmaction - INFO - Epoch [88][1260/1879] lr: 7.411e-02, eta: 3 days, 6:37:47, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.3881 2021-07-09 13:14:59,201 - mmaction - INFO - Epoch [88][1280/1879] lr: 7.411e-02, eta: 3 days, 6:37:27, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6422, loss_cls: 2.7478, loss: 2.7478, grad_norm: 2.3419 2021-07-09 13:15:16,367 - mmaction - INFO - Epoch [88][1300/1879] lr: 7.411e-02, eta: 3 days, 6:37:08, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6367, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.2853 2021-07-09 13:15:33,705 - mmaction - INFO - Epoch [88][1320/1879] lr: 7.411e-02, eta: 3 days, 6:36:49, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6480, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.2879 2021-07-09 13:15:50,902 - mmaction - INFO - Epoch [88][1340/1879] lr: 7.411e-02, eta: 3 days, 6:36:30, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6426, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.3165 2021-07-09 13:16:08,141 - mmaction - INFO - Epoch [88][1360/1879] lr: 7.411e-02, eta: 3 days, 6:36:11, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6496, loss_cls: 2.7261, loss: 2.7261, grad_norm: 2.3067 2021-07-09 13:16:25,108 - mmaction - INFO - Epoch [88][1380/1879] lr: 7.411e-02, eta: 3 days, 6:35:51, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6504, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.3471 2021-07-09 13:16:42,459 - mmaction - INFO - Epoch [88][1400/1879] lr: 7.411e-02, eta: 3 days, 6:35:32, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6477, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.2908 2021-07-09 13:16:59,777 - mmaction - INFO - Epoch [88][1420/1879] lr: 7.411e-02, eta: 3 days, 6:35:13, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6648, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.3207 2021-07-09 13:17:16,979 - mmaction - INFO - Epoch [88][1440/1879] lr: 7.411e-02, eta: 3 days, 6:34:54, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6652, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.3301 2021-07-09 13:17:34,160 - mmaction - INFO - Epoch [88][1460/1879] lr: 7.411e-02, eta: 3 days, 6:34:34, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.3236 2021-07-09 13:17:51,313 - mmaction - INFO - Epoch [88][1480/1879] lr: 7.411e-02, eta: 3 days, 6:34:15, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6613, loss_cls: 2.6514, loss: 2.6514, grad_norm: 2.3562 2021-07-09 13:18:08,634 - mmaction - INFO - Epoch [88][1500/1879] lr: 7.411e-02, eta: 3 days, 6:33:56, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6590, loss_cls: 2.6462, loss: 2.6462, grad_norm: 2.2742 2021-07-09 13:18:25,838 - mmaction - INFO - Epoch [88][1520/1879] lr: 7.411e-02, eta: 3 days, 6:33:37, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6469, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.3325 2021-07-09 13:18:43,178 - mmaction - INFO - Epoch [88][1540/1879] lr: 7.411e-02, eta: 3 days, 6:33:18, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6488, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.3057 2021-07-09 13:19:00,313 - mmaction - INFO - Epoch [88][1560/1879] lr: 7.411e-02, eta: 3 days, 6:32:59, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6594, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.2971 2021-07-09 13:19:17,475 - mmaction - INFO - Epoch [88][1580/1879] lr: 7.411e-02, eta: 3 days, 6:32:39, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6656, loss_cls: 2.5946, loss: 2.5946, grad_norm: 2.3363 2021-07-09 13:19:34,636 - mmaction - INFO - Epoch [88][1600/1879] lr: 7.411e-02, eta: 3 days, 6:32:20, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6523, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.3613 2021-07-09 13:19:51,748 - mmaction - INFO - Epoch [88][1620/1879] lr: 7.411e-02, eta: 3 days, 6:32:01, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6574, loss_cls: 2.6150, loss: 2.6150, grad_norm: 2.3228 2021-07-09 13:20:09,066 - mmaction - INFO - Epoch [88][1640/1879] lr: 7.411e-02, eta: 3 days, 6:31:42, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6512, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.3241 2021-07-09 13:20:26,390 - mmaction - INFO - Epoch [88][1660/1879] lr: 7.411e-02, eta: 3 days, 6:31:23, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6594, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.2872 2021-07-09 13:20:43,556 - mmaction - INFO - Epoch [88][1680/1879] lr: 7.411e-02, eta: 3 days, 6:31:03, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6586, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.3231 2021-07-09 13:21:00,693 - mmaction - INFO - Epoch [88][1700/1879] lr: 7.411e-02, eta: 3 days, 6:30:44, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.3011 2021-07-09 13:21:17,947 - mmaction - INFO - Epoch [88][1720/1879] lr: 7.411e-02, eta: 3 days, 6:30:25, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6652, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.3250 2021-07-09 13:21:35,069 - mmaction - INFO - Epoch [88][1740/1879] lr: 7.411e-02, eta: 3 days, 6:30:05, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6359, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.3551 2021-07-09 13:21:52,410 - mmaction - INFO - Epoch [88][1760/1879] lr: 7.411e-02, eta: 3 days, 6:29:46, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6438, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.3613 2021-07-09 13:22:09,471 - mmaction - INFO - Epoch [88][1780/1879] lr: 7.411e-02, eta: 3 days, 6:29:27, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6453, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.3301 2021-07-09 13:22:26,706 - mmaction - INFO - Epoch [88][1800/1879] lr: 7.411e-02, eta: 3 days, 6:29:08, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6496, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.3536 2021-07-09 13:22:43,738 - mmaction - INFO - Epoch [88][1820/1879] lr: 7.411e-02, eta: 3 days, 6:28:48, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6477, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.3599 2021-07-09 13:23:01,077 - mmaction - INFO - Epoch [88][1840/1879] lr: 7.411e-02, eta: 3 days, 6:28:29, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6344, loss_cls: 2.7374, loss: 2.7374, grad_norm: 2.3533 2021-07-09 13:23:18,407 - mmaction - INFO - Epoch [88][1860/1879] lr: 7.411e-02, eta: 3 days, 6:28:10, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6430, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.3668 2021-07-09 13:23:50,212 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 13:23:50,216 - mmaction - INFO - 106 BN found 2021-07-09 13:28:44,045 - mmaction - INFO - BN stats updated 2021-07-09 13:28:46,059 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-07-09 13:31:02,977 - mmaction - INFO - Epoch [89][20/1879] lr: 7.357e-02, eta: 3 days, 6:30:48, time: 6.782, data_time: 5.860, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6535, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.2945 2021-07-09 13:31:19,453 - mmaction - INFO - Epoch [89][40/1879] lr: 7.357e-02, eta: 3 days, 6:30:27, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.3180 2021-07-09 13:31:36,290 - mmaction - INFO - Epoch [89][60/1879] lr: 7.357e-02, eta: 3 days, 6:30:07, time: 0.838, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6465, loss_cls: 2.6673, loss: 2.6673, grad_norm: 2.3160 2021-07-09 13:31:52,813 - mmaction - INFO - Epoch [89][80/1879] lr: 7.357e-02, eta: 3 days, 6:29:47, time: 0.832, data_time: 0.007, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6852, loss_cls: 2.5431, loss: 2.5431, grad_norm: 2.2891 2021-07-09 13:32:09,614 - mmaction - INFO - Epoch [89][100/1879] lr: 7.357e-02, eta: 3 days, 6:29:26, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6375, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.3201 2021-07-09 13:32:26,385 - mmaction - INFO - Epoch [89][120/1879] lr: 7.357e-02, eta: 3 days, 6:29:07, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6574, loss_cls: 2.6511, loss: 2.6511, grad_norm: 2.3400 2021-07-09 13:32:43,032 - mmaction - INFO - Epoch [89][140/1879] lr: 7.357e-02, eta: 3 days, 6:28:46, time: 0.831, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.3494 2021-07-09 13:32:59,877 - mmaction - INFO - Epoch [89][160/1879] lr: 7.357e-02, eta: 3 days, 6:28:26, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6449, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.3359 2021-07-09 13:33:16,599 - mmaction - INFO - Epoch [89][180/1879] lr: 7.357e-02, eta: 3 days, 6:28:06, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6594, loss_cls: 2.6647, loss: 2.6647, grad_norm: 2.3684 2021-07-09 13:33:33,696 - mmaction - INFO - Epoch [89][200/1879] lr: 7.357e-02, eta: 3 days, 6:27:47, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.3255 2021-07-09 13:33:50,588 - mmaction - INFO - Epoch [89][220/1879] lr: 7.357e-02, eta: 3 days, 6:27:27, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6676, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.3736 2021-07-09 13:34:07,701 - mmaction - INFO - Epoch [89][240/1879] lr: 7.357e-02, eta: 3 days, 6:27:07, time: 0.855, data_time: 0.007, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6754, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.3618 2021-07-09 13:34:24,851 - mmaction - INFO - Epoch [89][260/1879] lr: 7.357e-02, eta: 3 days, 6:26:48, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6598, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.3203 2021-07-09 13:34:41,833 - mmaction - INFO - Epoch [89][280/1879] lr: 7.357e-02, eta: 3 days, 6:26:28, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6543, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.3211 2021-07-09 13:34:58,829 - mmaction - INFO - Epoch [89][300/1879] lr: 7.357e-02, eta: 3 days, 6:26:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6633, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.3742 2021-07-09 13:35:15,780 - mmaction - INFO - Epoch [89][320/1879] lr: 7.357e-02, eta: 3 days, 6:25:49, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6551, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.3379 2021-07-09 13:35:32,855 - mmaction - INFO - Epoch [89][340/1879] lr: 7.357e-02, eta: 3 days, 6:25:29, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6730, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.2563 2021-07-09 13:35:49,909 - mmaction - INFO - Epoch [89][360/1879] lr: 7.357e-02, eta: 3 days, 6:25:10, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6605, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.3103 2021-07-09 13:36:06,987 - mmaction - INFO - Epoch [89][380/1879] lr: 7.357e-02, eta: 3 days, 6:24:50, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6504, loss_cls: 2.6671, loss: 2.6671, grad_norm: 2.3137 2021-07-09 13:36:24,054 - mmaction - INFO - Epoch [89][400/1879] lr: 7.357e-02, eta: 3 days, 6:24:31, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6691, loss_cls: 2.5325, loss: 2.5325, grad_norm: 2.2314 2021-07-09 13:36:41,296 - mmaction - INFO - Epoch [89][420/1879] lr: 7.357e-02, eta: 3 days, 6:24:12, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6523, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.3063 2021-07-09 13:36:58,409 - mmaction - INFO - Epoch [89][440/1879] lr: 7.357e-02, eta: 3 days, 6:23:52, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6461, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.3733 2021-07-09 13:37:15,475 - mmaction - INFO - Epoch [89][460/1879] lr: 7.357e-02, eta: 3 days, 6:23:33, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6711, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.2647 2021-07-09 13:37:32,634 - mmaction - INFO - Epoch [89][480/1879] lr: 7.357e-02, eta: 3 days, 6:23:14, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5726, loss: 2.5726, grad_norm: 2.3031 2021-07-09 13:37:49,851 - mmaction - INFO - Epoch [89][500/1879] lr: 7.357e-02, eta: 3 days, 6:22:54, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.3520 2021-07-09 13:38:06,901 - mmaction - INFO - Epoch [89][520/1879] lr: 7.357e-02, eta: 3 days, 6:22:35, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6426, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.3666 2021-07-09 13:38:24,019 - mmaction - INFO - Epoch [89][540/1879] lr: 7.357e-02, eta: 3 days, 6:22:15, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6555, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.3303 2021-07-09 13:38:40,998 - mmaction - INFO - Epoch [89][560/1879] lr: 7.357e-02, eta: 3 days, 6:21:56, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6398, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.2899 2021-07-09 13:38:58,220 - mmaction - INFO - Epoch [89][580/1879] lr: 7.357e-02, eta: 3 days, 6:21:36, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6668, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.2711 2021-07-09 13:39:15,186 - mmaction - INFO - Epoch [89][600/1879] lr: 7.357e-02, eta: 3 days, 6:21:17, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6609, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.3481 2021-07-09 13:39:32,251 - mmaction - INFO - Epoch [89][620/1879] lr: 7.357e-02, eta: 3 days, 6:20:57, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.5801, loss: 2.5801, grad_norm: 2.3178 2021-07-09 13:39:49,130 - mmaction - INFO - Epoch [89][640/1879] lr: 7.357e-02, eta: 3 days, 6:20:38, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6586, loss_cls: 2.6546, loss: 2.6546, grad_norm: 2.3476 2021-07-09 13:40:06,474 - mmaction - INFO - Epoch [89][660/1879] lr: 7.357e-02, eta: 3 days, 6:20:19, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6574, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.3511 2021-07-09 13:40:23,636 - mmaction - INFO - Epoch [89][680/1879] lr: 7.357e-02, eta: 3 days, 6:19:59, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6758, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.2983 2021-07-09 13:40:40,795 - mmaction - INFO - Epoch [89][700/1879] lr: 7.357e-02, eta: 3 days, 6:19:40, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6617, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.3554 2021-07-09 13:40:57,858 - mmaction - INFO - Epoch [89][720/1879] lr: 7.357e-02, eta: 3 days, 6:19:20, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6711, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.3544 2021-07-09 13:41:14,875 - mmaction - INFO - Epoch [89][740/1879] lr: 7.357e-02, eta: 3 days, 6:19:01, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6598, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.3267 2021-07-09 13:41:31,857 - mmaction - INFO - Epoch [89][760/1879] lr: 7.357e-02, eta: 3 days, 6:18:41, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6504, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.3867 2021-07-09 13:41:48,948 - mmaction - INFO - Epoch [89][780/1879] lr: 7.357e-02, eta: 3 days, 6:18:22, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6973, loss: 2.6973, grad_norm: 2.3814 2021-07-09 13:42:05,940 - mmaction - INFO - Epoch [89][800/1879] lr: 7.357e-02, eta: 3 days, 6:18:02, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6594, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.3656 2021-07-09 13:42:23,044 - mmaction - INFO - Epoch [89][820/1879] lr: 7.357e-02, eta: 3 days, 6:17:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6605, loss_cls: 2.6425, loss: 2.6425, grad_norm: 2.3441 2021-07-09 13:42:40,132 - mmaction - INFO - Epoch [89][840/1879] lr: 7.357e-02, eta: 3 days, 6:17:23, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6527, loss_cls: 2.6326, loss: 2.6326, grad_norm: 2.3082 2021-07-09 13:42:57,290 - mmaction - INFO - Epoch [89][860/1879] lr: 7.357e-02, eta: 3 days, 6:17:04, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6531, loss_cls: 2.7064, loss: 2.7064, grad_norm: 2.3321 2021-07-09 13:43:13,992 - mmaction - INFO - Epoch [89][880/1879] lr: 7.357e-02, eta: 3 days, 6:16:44, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6520, loss_cls: 2.6670, loss: 2.6670, grad_norm: 2.2597 2021-07-09 13:43:31,200 - mmaction - INFO - Epoch [89][900/1879] lr: 7.357e-02, eta: 3 days, 6:16:24, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6516, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.3475 2021-07-09 13:43:48,157 - mmaction - INFO - Epoch [89][920/1879] lr: 7.357e-02, eta: 3 days, 6:16:05, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.2941 2021-07-09 13:44:05,337 - mmaction - INFO - Epoch [89][940/1879] lr: 7.357e-02, eta: 3 days, 6:15:45, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6516, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.3422 2021-07-09 13:44:22,395 - mmaction - INFO - Epoch [89][960/1879] lr: 7.357e-02, eta: 3 days, 6:15:26, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6535, loss_cls: 2.6534, loss: 2.6534, grad_norm: 2.3477 2021-07-09 13:44:39,456 - mmaction - INFO - Epoch [89][980/1879] lr: 7.357e-02, eta: 3 days, 6:15:06, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6523, loss_cls: 2.6253, loss: 2.6253, grad_norm: 2.2864 2021-07-09 13:44:56,625 - mmaction - INFO - Epoch [89][1000/1879] lr: 7.357e-02, eta: 3 days, 6:14:47, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6746, loss_cls: 2.5919, loss: 2.5919, grad_norm: 2.3586 2021-07-09 13:45:13,827 - mmaction - INFO - Epoch [89][1020/1879] lr: 7.357e-02, eta: 3 days, 6:14:28, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6684, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.3088 2021-07-09 13:45:30,993 - mmaction - INFO - Epoch [89][1040/1879] lr: 7.357e-02, eta: 3 days, 6:14:09, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6637, loss_cls: 2.6421, loss: 2.6421, grad_norm: 2.3366 2021-07-09 13:45:48,158 - mmaction - INFO - Epoch [89][1060/1879] lr: 7.357e-02, eta: 3 days, 6:13:49, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6520, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.3295 2021-07-09 13:46:05,018 - mmaction - INFO - Epoch [89][1080/1879] lr: 7.357e-02, eta: 3 days, 6:13:30, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6531, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.3439 2021-07-09 13:46:22,255 - mmaction - INFO - Epoch [89][1100/1879] lr: 7.357e-02, eta: 3 days, 6:13:10, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6723, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.2738 2021-07-09 13:46:39,397 - mmaction - INFO - Epoch [89][1120/1879] lr: 7.357e-02, eta: 3 days, 6:12:51, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6559, loss_cls: 2.6509, loss: 2.6509, grad_norm: 2.3660 2021-07-09 13:46:56,606 - mmaction - INFO - Epoch [89][1140/1879] lr: 7.357e-02, eta: 3 days, 6:12:32, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6609, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.3187 2021-07-09 13:47:13,753 - mmaction - INFO - Epoch [89][1160/1879] lr: 7.357e-02, eta: 3 days, 6:12:12, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6789, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.3004 2021-07-09 13:47:30,895 - mmaction - INFO - Epoch [89][1180/1879] lr: 7.357e-02, eta: 3 days, 6:11:53, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6523, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.3516 2021-07-09 13:47:47,978 - mmaction - INFO - Epoch [89][1200/1879] lr: 7.357e-02, eta: 3 days, 6:11:34, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6637, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.3320 2021-07-09 13:48:05,244 - mmaction - INFO - Epoch [89][1220/1879] lr: 7.357e-02, eta: 3 days, 6:11:15, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.3272 2021-07-09 13:48:22,308 - mmaction - INFO - Epoch [89][1240/1879] lr: 7.357e-02, eta: 3 days, 6:10:55, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6527, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.4158 2021-07-09 13:48:39,460 - mmaction - INFO - Epoch [89][1260/1879] lr: 7.357e-02, eta: 3 days, 6:10:36, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.3294 2021-07-09 13:48:56,396 - mmaction - INFO - Epoch [89][1280/1879] lr: 7.357e-02, eta: 3 days, 6:10:16, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.3934 2021-07-09 13:49:13,589 - mmaction - INFO - Epoch [89][1300/1879] lr: 7.357e-02, eta: 3 days, 6:09:57, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6602, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.3814 2021-07-09 13:49:30,674 - mmaction - INFO - Epoch [89][1320/1879] lr: 7.357e-02, eta: 3 days, 6:09:37, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6535, loss_cls: 2.6936, loss: 2.6936, grad_norm: 2.3524 2021-07-09 13:49:47,933 - mmaction - INFO - Epoch [89][1340/1879] lr: 7.357e-02, eta: 3 days, 6:09:18, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6480, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.3625 2021-07-09 13:50:04,933 - mmaction - INFO - Epoch [89][1360/1879] lr: 7.357e-02, eta: 3 days, 6:08:59, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6465, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.3442 2021-07-09 13:50:22,049 - mmaction - INFO - Epoch [89][1380/1879] lr: 7.357e-02, eta: 3 days, 6:08:39, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6625, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.2811 2021-07-09 13:50:39,093 - mmaction - INFO - Epoch [89][1400/1879] lr: 7.357e-02, eta: 3 days, 6:08:20, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6500, loss_cls: 2.7025, loss: 2.7025, grad_norm: 2.3409 2021-07-09 13:50:56,326 - mmaction - INFO - Epoch [89][1420/1879] lr: 7.357e-02, eta: 3 days, 6:08:01, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6629, loss_cls: 2.6402, loss: 2.6402, grad_norm: 2.3576 2021-07-09 13:51:13,489 - mmaction - INFO - Epoch [89][1440/1879] lr: 7.357e-02, eta: 3 days, 6:07:41, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6484, loss_cls: 2.6598, loss: 2.6598, grad_norm: 2.3799 2021-07-09 13:51:30,846 - mmaction - INFO - Epoch [89][1460/1879] lr: 7.357e-02, eta: 3 days, 6:07:22, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6707, loss_cls: 2.6047, loss: 2.6047, grad_norm: 2.3045 2021-07-09 13:51:47,874 - mmaction - INFO - Epoch [89][1480/1879] lr: 7.357e-02, eta: 3 days, 6:07:03, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6543, loss_cls: 2.6575, loss: 2.6575, grad_norm: 2.3353 2021-07-09 13:52:04,882 - mmaction - INFO - Epoch [89][1500/1879] lr: 7.357e-02, eta: 3 days, 6:06:43, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6426, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.3178 2021-07-09 13:52:22,066 - mmaction - INFO - Epoch [89][1520/1879] lr: 7.357e-02, eta: 3 days, 6:06:24, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6641, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.2814 2021-07-09 13:52:39,289 - mmaction - INFO - Epoch [89][1540/1879] lr: 7.357e-02, eta: 3 days, 6:06:05, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6520, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.3599 2021-07-09 13:52:56,471 - mmaction - INFO - Epoch [89][1560/1879] lr: 7.357e-02, eta: 3 days, 6:05:46, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6621, loss_cls: 2.6452, loss: 2.6452, grad_norm: 2.3380 2021-07-09 13:53:13,653 - mmaction - INFO - Epoch [89][1580/1879] lr: 7.357e-02, eta: 3 days, 6:05:26, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6582, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.3102 2021-07-09 13:53:30,958 - mmaction - INFO - Epoch [89][1600/1879] lr: 7.357e-02, eta: 3 days, 6:05:07, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6520, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.2970 2021-07-09 13:53:48,253 - mmaction - INFO - Epoch [89][1620/1879] lr: 7.357e-02, eta: 3 days, 6:04:48, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6523, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.3507 2021-07-09 13:54:05,323 - mmaction - INFO - Epoch [89][1640/1879] lr: 7.357e-02, eta: 3 days, 6:04:29, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6379, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.3507 2021-07-09 13:54:22,525 - mmaction - INFO - Epoch [89][1660/1879] lr: 7.357e-02, eta: 3 days, 6:04:10, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5801, loss: 2.5801, grad_norm: 2.2881 2021-07-09 13:54:39,746 - mmaction - INFO - Epoch [89][1680/1879] lr: 7.357e-02, eta: 3 days, 6:03:50, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6551, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.3219 2021-07-09 13:54:56,971 - mmaction - INFO - Epoch [89][1700/1879] lr: 7.357e-02, eta: 3 days, 6:03:31, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6621, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.2943 2021-07-09 13:55:14,193 - mmaction - INFO - Epoch [89][1720/1879] lr: 7.357e-02, eta: 3 days, 6:03:12, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6508, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.2937 2021-07-09 13:55:31,357 - mmaction - INFO - Epoch [89][1740/1879] lr: 7.357e-02, eta: 3 days, 6:02:53, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6441, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.3406 2021-07-09 13:55:48,335 - mmaction - INFO - Epoch [89][1760/1879] lr: 7.357e-02, eta: 3 days, 6:02:33, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6590, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.3369 2021-07-09 13:56:05,486 - mmaction - INFO - Epoch [89][1780/1879] lr: 7.357e-02, eta: 3 days, 6:02:14, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6680, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.2974 2021-07-09 13:56:22,766 - mmaction - INFO - Epoch [89][1800/1879] lr: 7.357e-02, eta: 3 days, 6:01:55, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6677, loss: 2.6677, grad_norm: 2.3206 2021-07-09 13:56:39,715 - mmaction - INFO - Epoch [89][1820/1879] lr: 7.357e-02, eta: 3 days, 6:01:35, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.3171 2021-07-09 13:56:56,977 - mmaction - INFO - Epoch [89][1840/1879] lr: 7.357e-02, eta: 3 days, 6:01:16, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6723, loss_cls: 2.5701, loss: 2.5701, grad_norm: 2.2953 2021-07-09 13:57:14,110 - mmaction - INFO - Epoch [89][1860/1879] lr: 7.357e-02, eta: 3 days, 6:00:57, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6848, loss: 2.6848, grad_norm: 2.3878 2021-07-09 13:57:39,890 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 13:57:39,894 - mmaction - INFO - 106 BN found 2021-07-09 14:02:28,668 - mmaction - INFO - BN stats updated 2021-07-09 14:04:38,303 - mmaction - INFO - Epoch [90][20/1879] lr: 7.303e-02, eta: 3 days, 6:03:16, time: 6.379, data_time: 5.145, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6562, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.3375 2021-07-09 14:04:54,879 - mmaction - INFO - Epoch [90][40/1879] lr: 7.303e-02, eta: 3 days, 6:02:55, time: 0.830, data_time: 0.007, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6621, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.3208 2021-07-09 14:05:11,399 - mmaction - INFO - Epoch [90][60/1879] lr: 7.303e-02, eta: 3 days, 6:02:35, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6115, loss: 2.6115, grad_norm: 2.3082 2021-07-09 14:05:28,082 - mmaction - INFO - Epoch [90][80/1879] lr: 7.303e-02, eta: 3 days, 6:02:14, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.3555 2021-07-09 14:05:44,781 - mmaction - INFO - Epoch [90][100/1879] lr: 7.303e-02, eta: 3 days, 6:01:54, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6715, loss_cls: 2.5681, loss: 2.5681, grad_norm: 2.2872 2021-07-09 14:06:01,473 - mmaction - INFO - Epoch [90][120/1879] lr: 7.303e-02, eta: 3 days, 6:01:34, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6535, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.3769 2021-07-09 14:06:18,264 - mmaction - INFO - Epoch [90][140/1879] lr: 7.303e-02, eta: 3 days, 6:01:14, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6746, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.3149 2021-07-09 14:06:35,099 - mmaction - INFO - Epoch [90][160/1879] lr: 7.303e-02, eta: 3 days, 6:00:54, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6668, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.2997 2021-07-09 14:06:52,038 - mmaction - INFO - Epoch [90][180/1879] lr: 7.303e-02, eta: 3 days, 6:00:34, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6496, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.3491 2021-07-09 14:07:08,865 - mmaction - INFO - Epoch [90][200/1879] lr: 7.303e-02, eta: 3 days, 6:00:14, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6555, loss_cls: 2.6648, loss: 2.6648, grad_norm: 2.2911 2021-07-09 14:07:25,999 - mmaction - INFO - Epoch [90][220/1879] lr: 7.303e-02, eta: 3 days, 5:59:55, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6395, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.3192 2021-07-09 14:07:43,021 - mmaction - INFO - Epoch [90][240/1879] lr: 7.303e-02, eta: 3 days, 5:59:36, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.2961 2021-07-09 14:07:59,925 - mmaction - INFO - Epoch [90][260/1879] lr: 7.303e-02, eta: 3 days, 5:59:16, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6660, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.3115 2021-07-09 14:08:16,788 - mmaction - INFO - Epoch [90][280/1879] lr: 7.303e-02, eta: 3 days, 5:58:56, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6586, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.3521 2021-07-09 14:08:33,936 - mmaction - INFO - Epoch [90][300/1879] lr: 7.303e-02, eta: 3 days, 5:58:37, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6633, loss_cls: 2.5845, loss: 2.5845, grad_norm: 2.2846 2021-07-09 14:08:50,824 - mmaction - INFO - Epoch [90][320/1879] lr: 7.303e-02, eta: 3 days, 5:58:17, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6582, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.3623 2021-07-09 14:09:07,814 - mmaction - INFO - Epoch [90][340/1879] lr: 7.303e-02, eta: 3 days, 5:57:57, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6613, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.3420 2021-07-09 14:09:24,849 - mmaction - INFO - Epoch [90][360/1879] lr: 7.303e-02, eta: 3 days, 5:57:38, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6637, loss_cls: 2.6028, loss: 2.6028, grad_norm: 2.3165 2021-07-09 14:09:41,890 - mmaction - INFO - Epoch [90][380/1879] lr: 7.303e-02, eta: 3 days, 5:57:18, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6656, loss_cls: 2.5771, loss: 2.5771, grad_norm: 2.2826 2021-07-09 14:09:59,010 - mmaction - INFO - Epoch [90][400/1879] lr: 7.303e-02, eta: 3 days, 5:56:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6562, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.3767 2021-07-09 14:10:16,252 - mmaction - INFO - Epoch [90][420/1879] lr: 7.303e-02, eta: 3 days, 5:56:39, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6676, loss_cls: 2.5911, loss: 2.5911, grad_norm: 2.3347 2021-07-09 14:10:33,346 - mmaction - INFO - Epoch [90][440/1879] lr: 7.303e-02, eta: 3 days, 5:56:20, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6684, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.3644 2021-07-09 14:10:50,475 - mmaction - INFO - Epoch [90][460/1879] lr: 7.303e-02, eta: 3 days, 5:56:01, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6656, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.3460 2021-07-09 14:11:07,678 - mmaction - INFO - Epoch [90][480/1879] lr: 7.303e-02, eta: 3 days, 5:55:41, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6559, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.3665 2021-07-09 14:11:24,618 - mmaction - INFO - Epoch [90][500/1879] lr: 7.303e-02, eta: 3 days, 5:55:22, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6609, loss_cls: 2.6788, loss: 2.6788, grad_norm: 2.3741 2021-07-09 14:11:41,766 - mmaction - INFO - Epoch [90][520/1879] lr: 7.303e-02, eta: 3 days, 5:55:02, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6613, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.3881 2021-07-09 14:11:58,901 - mmaction - INFO - Epoch [90][540/1879] lr: 7.303e-02, eta: 3 days, 5:54:43, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6570, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.4028 2021-07-09 14:12:16,088 - mmaction - INFO - Epoch [90][560/1879] lr: 7.303e-02, eta: 3 days, 5:54:24, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6637, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.3548 2021-07-09 14:12:33,105 - mmaction - INFO - Epoch [90][580/1879] lr: 7.303e-02, eta: 3 days, 5:54:04, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6605, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.3324 2021-07-09 14:12:50,067 - mmaction - INFO - Epoch [90][600/1879] lr: 7.303e-02, eta: 3 days, 5:53:45, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6488, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.3528 2021-07-09 14:13:07,255 - mmaction - INFO - Epoch [90][620/1879] lr: 7.303e-02, eta: 3 days, 5:53:25, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6555, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.3478 2021-07-09 14:13:24,415 - mmaction - INFO - Epoch [90][640/1879] lr: 7.303e-02, eta: 3 days, 5:53:06, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.2831 2021-07-09 14:13:41,518 - mmaction - INFO - Epoch [90][660/1879] lr: 7.303e-02, eta: 3 days, 5:52:46, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6551, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.3421 2021-07-09 14:13:58,513 - mmaction - INFO - Epoch [90][680/1879] lr: 7.303e-02, eta: 3 days, 5:52:27, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6625, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.3528 2021-07-09 14:14:15,576 - mmaction - INFO - Epoch [90][700/1879] lr: 7.303e-02, eta: 3 days, 5:52:08, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6543, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.2946 2021-07-09 14:14:32,773 - mmaction - INFO - Epoch [90][720/1879] lr: 7.303e-02, eta: 3 days, 5:51:48, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6547, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.3418 2021-07-09 14:14:49,986 - mmaction - INFO - Epoch [90][740/1879] lr: 7.303e-02, eta: 3 days, 5:51:29, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6582, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.3190 2021-07-09 14:15:06,975 - mmaction - INFO - Epoch [90][760/1879] lr: 7.303e-02, eta: 3 days, 5:51:10, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6426, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.2873 2021-07-09 14:15:24,272 - mmaction - INFO - Epoch [90][780/1879] lr: 7.303e-02, eta: 3 days, 5:50:50, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6605, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.2569 2021-07-09 14:15:41,265 - mmaction - INFO - Epoch [90][800/1879] lr: 7.303e-02, eta: 3 days, 5:50:31, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6676, loss_cls: 2.6127, loss: 2.6127, grad_norm: 2.2956 2021-07-09 14:15:58,479 - mmaction - INFO - Epoch [90][820/1879] lr: 7.303e-02, eta: 3 days, 5:50:12, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6711, loss_cls: 2.5829, loss: 2.5829, grad_norm: 2.3074 2021-07-09 14:16:15,474 - mmaction - INFO - Epoch [90][840/1879] lr: 7.303e-02, eta: 3 days, 5:49:52, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6672, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.3620 2021-07-09 14:16:32,593 - mmaction - INFO - Epoch [90][860/1879] lr: 7.303e-02, eta: 3 days, 5:49:33, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6551, loss_cls: 2.6599, loss: 2.6599, grad_norm: 2.3463 2021-07-09 14:16:49,532 - mmaction - INFO - Epoch [90][880/1879] lr: 7.303e-02, eta: 3 days, 5:49:13, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6637, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.3152 2021-07-09 14:17:06,542 - mmaction - INFO - Epoch [90][900/1879] lr: 7.303e-02, eta: 3 days, 5:48:53, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6801, loss_cls: 2.5803, loss: 2.5803, grad_norm: 2.3465 2021-07-09 14:17:23,686 - mmaction - INFO - Epoch [90][920/1879] lr: 7.303e-02, eta: 3 days, 5:48:34, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6609, loss_cls: 2.5830, loss: 2.5830, grad_norm: 2.2848 2021-07-09 14:17:40,880 - mmaction - INFO - Epoch [90][940/1879] lr: 7.303e-02, eta: 3 days, 5:48:15, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6762, loss_cls: 2.5641, loss: 2.5641, grad_norm: 2.2982 2021-07-09 14:17:57,882 - mmaction - INFO - Epoch [90][960/1879] lr: 7.303e-02, eta: 3 days, 5:47:55, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6555, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.3441 2021-07-09 14:18:15,255 - mmaction - INFO - Epoch [90][980/1879] lr: 7.303e-02, eta: 3 days, 5:47:36, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6598, loss_cls: 2.6377, loss: 2.6377, grad_norm: 2.3751 2021-07-09 14:18:32,437 - mmaction - INFO - Epoch [90][1000/1879] lr: 7.303e-02, eta: 3 days, 5:47:17, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6520, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.2861 2021-07-09 14:18:49,549 - mmaction - INFO - Epoch [90][1020/1879] lr: 7.303e-02, eta: 3 days, 5:46:58, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6496, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.3194 2021-07-09 14:19:06,563 - mmaction - INFO - Epoch [90][1040/1879] lr: 7.303e-02, eta: 3 days, 5:46:38, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6516, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.3319 2021-07-09 14:19:23,686 - mmaction - INFO - Epoch [90][1060/1879] lr: 7.303e-02, eta: 3 days, 5:46:19, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6527, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.3653 2021-07-09 14:19:40,765 - mmaction - INFO - Epoch [90][1080/1879] lr: 7.303e-02, eta: 3 days, 5:45:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6598, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.3483 2021-07-09 14:19:57,836 - mmaction - INFO - Epoch [90][1100/1879] lr: 7.303e-02, eta: 3 days, 5:45:40, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6664, loss_cls: 2.6074, loss: 2.6074, grad_norm: 2.3960 2021-07-09 14:20:15,029 - mmaction - INFO - Epoch [90][1120/1879] lr: 7.303e-02, eta: 3 days, 5:45:21, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6582, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.4266 2021-07-09 14:20:32,207 - mmaction - INFO - Epoch [90][1140/1879] lr: 7.303e-02, eta: 3 days, 5:45:01, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6672, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.3286 2021-07-09 14:20:49,370 - mmaction - INFO - Epoch [90][1160/1879] lr: 7.303e-02, eta: 3 days, 5:44:42, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6621, loss_cls: 2.6204, loss: 2.6204, grad_norm: 2.3347 2021-07-09 14:21:06,539 - mmaction - INFO - Epoch [90][1180/1879] lr: 7.303e-02, eta: 3 days, 5:44:23, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6590, loss_cls: 2.6730, loss: 2.6730, grad_norm: 2.3630 2021-07-09 14:21:23,494 - mmaction - INFO - Epoch [90][1200/1879] lr: 7.303e-02, eta: 3 days, 5:44:03, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6523, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.3513 2021-07-09 14:21:40,774 - mmaction - INFO - Epoch [90][1220/1879] lr: 7.303e-02, eta: 3 days, 5:43:44, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6613, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.3691 2021-07-09 14:21:57,798 - mmaction - INFO - Epoch [90][1240/1879] lr: 7.303e-02, eta: 3 days, 5:43:25, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6531, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.3372 2021-07-09 14:22:14,784 - mmaction - INFO - Epoch [90][1260/1879] lr: 7.303e-02, eta: 3 days, 5:43:05, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6477, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.3288 2021-07-09 14:22:31,903 - mmaction - INFO - Epoch [90][1280/1879] lr: 7.303e-02, eta: 3 days, 5:42:46, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6762, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.3137 2021-07-09 14:22:48,968 - mmaction - INFO - Epoch [90][1300/1879] lr: 7.303e-02, eta: 3 days, 5:42:26, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6543, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.3652 2021-07-09 14:23:06,025 - mmaction - INFO - Epoch [90][1320/1879] lr: 7.303e-02, eta: 3 days, 5:42:07, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.3587 2021-07-09 14:23:23,085 - mmaction - INFO - Epoch [90][1340/1879] lr: 7.303e-02, eta: 3 days, 5:41:47, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6520, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.3287 2021-07-09 14:23:40,207 - mmaction - INFO - Epoch [90][1360/1879] lr: 7.303e-02, eta: 3 days, 5:41:28, time: 0.854, data_time: 0.007, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6574, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.3177 2021-07-09 14:23:57,264 - mmaction - INFO - Epoch [90][1380/1879] lr: 7.303e-02, eta: 3 days, 5:41:08, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6590, loss_cls: 2.6352, loss: 2.6352, grad_norm: 2.3362 2021-07-09 14:24:14,322 - mmaction - INFO - Epoch [90][1400/1879] lr: 7.303e-02, eta: 3 days, 5:40:49, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6527, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.3652 2021-07-09 14:24:31,408 - mmaction - INFO - Epoch [90][1420/1879] lr: 7.303e-02, eta: 3 days, 5:40:30, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6641, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.3043 2021-07-09 14:24:48,634 - mmaction - INFO - Epoch [90][1440/1879] lr: 7.303e-02, eta: 3 days, 5:40:10, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6562, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.3575 2021-07-09 14:25:05,681 - mmaction - INFO - Epoch [90][1460/1879] lr: 7.303e-02, eta: 3 days, 5:39:51, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6406, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.3205 2021-07-09 14:25:22,868 - mmaction - INFO - Epoch [90][1480/1879] lr: 7.303e-02, eta: 3 days, 5:39:32, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6613, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.2922 2021-07-09 14:25:40,078 - mmaction - INFO - Epoch [90][1500/1879] lr: 7.303e-02, eta: 3 days, 5:39:12, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6535, loss_cls: 2.6735, loss: 2.6735, grad_norm: 2.3562 2021-07-09 14:25:57,015 - mmaction - INFO - Epoch [90][1520/1879] lr: 7.303e-02, eta: 3 days, 5:38:53, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6754, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.2929 2021-07-09 14:26:14,296 - mmaction - INFO - Epoch [90][1540/1879] lr: 7.303e-02, eta: 3 days, 5:38:34, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.3388 2021-07-09 14:26:31,401 - mmaction - INFO - Epoch [90][1560/1879] lr: 7.303e-02, eta: 3 days, 5:38:14, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6418, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.3094 2021-07-09 14:26:48,506 - mmaction - INFO - Epoch [90][1580/1879] lr: 7.303e-02, eta: 3 days, 5:37:55, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6527, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.2924 2021-07-09 14:27:05,668 - mmaction - INFO - Epoch [90][1600/1879] lr: 7.303e-02, eta: 3 days, 5:37:36, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6570, loss_cls: 2.6311, loss: 2.6311, grad_norm: 2.3120 2021-07-09 14:27:22,844 - mmaction - INFO - Epoch [90][1620/1879] lr: 7.303e-02, eta: 3 days, 5:37:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6602, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.3626 2021-07-09 14:27:40,030 - mmaction - INFO - Epoch [90][1640/1879] lr: 7.303e-02, eta: 3 days, 5:36:57, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6684, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.3309 2021-07-09 14:27:57,183 - mmaction - INFO - Epoch [90][1660/1879] lr: 7.303e-02, eta: 3 days, 5:36:38, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6750, loss_cls: 2.5857, loss: 2.5857, grad_norm: 2.3585 2021-07-09 14:28:14,518 - mmaction - INFO - Epoch [90][1680/1879] lr: 7.303e-02, eta: 3 days, 5:36:19, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6457, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.3993 2021-07-09 14:28:31,577 - mmaction - INFO - Epoch [90][1700/1879] lr: 7.303e-02, eta: 3 days, 5:35:59, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6531, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.3490 2021-07-09 14:28:48,701 - mmaction - INFO - Epoch [90][1720/1879] lr: 7.303e-02, eta: 3 days, 5:35:40, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6535, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.2743 2021-07-09 14:29:05,753 - mmaction - INFO - Epoch [90][1740/1879] lr: 7.303e-02, eta: 3 days, 5:35:21, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6676, loss_cls: 2.6068, loss: 2.6068, grad_norm: 2.3756 2021-07-09 14:29:22,910 - mmaction - INFO - Epoch [90][1760/1879] lr: 7.303e-02, eta: 3 days, 5:35:01, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6391, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.3336 2021-07-09 14:29:39,978 - mmaction - INFO - Epoch [90][1780/1879] lr: 7.303e-02, eta: 3 days, 5:34:42, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6543, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.3652 2021-07-09 14:29:57,320 - mmaction - INFO - Epoch [90][1800/1879] lr: 7.303e-02, eta: 3 days, 5:34:23, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6438, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.3114 2021-07-09 14:30:14,426 - mmaction - INFO - Epoch [90][1820/1879] lr: 7.303e-02, eta: 3 days, 5:34:04, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6641, loss_cls: 2.6516, loss: 2.6516, grad_norm: 2.3285 2021-07-09 14:30:31,607 - mmaction - INFO - Epoch [90][1840/1879] lr: 7.303e-02, eta: 3 days, 5:33:44, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6582, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.3482 2021-07-09 14:30:48,822 - mmaction - INFO - Epoch [90][1860/1879] lr: 7.303e-02, eta: 3 days, 5:33:25, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6629, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.3251 2021-07-09 14:31:15,592 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 14:31:15,599 - mmaction - INFO - 106 BN found 2021-07-09 14:35:55,187 - mmaction - INFO - BN stats updated 2021-07-09 14:39:36,338 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 14:39:37,218 - mmaction - INFO - top1_acc 0.4928 top5_acc 0.7563 2021-07-09 14:39:37,219 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 14:39:37,269 - mmaction - INFO - mean_acc 0.4927 2021-07-09 14:39:37,276 - mmaction - INFO - Epoch(val) [90][155] top1_acc: 0.4928, top5_acc: 0.7563, mean_class_accuracy: 0.4927 2021-07-09 14:41:07,018 - mmaction - INFO - Epoch [91][20/1879] lr: 7.248e-02, eta: 3 days, 5:34:31, time: 4.484, data_time: 3.602, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6057, loss: 2.6057, grad_norm: 2.3445 2021-07-09 14:41:23,715 - mmaction - INFO - Epoch [91][40/1879] lr: 7.248e-02, eta: 3 days, 5:34:11, time: 0.832, data_time: 0.008, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6477, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.3337 2021-07-09 14:41:40,245 - mmaction - INFO - Epoch [91][60/1879] lr: 7.248e-02, eta: 3 days, 5:33:51, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.3305 2021-07-09 14:41:56,826 - mmaction - INFO - Epoch [91][80/1879] lr: 7.248e-02, eta: 3 days, 5:33:30, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6676, loss_cls: 2.5950, loss: 2.5950, grad_norm: 2.3176 2021-07-09 14:42:13,395 - mmaction - INFO - Epoch [91][100/1879] lr: 7.248e-02, eta: 3 days, 5:33:10, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6715, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.3726 2021-07-09 14:42:30,109 - mmaction - INFO - Epoch [91][120/1879] lr: 7.248e-02, eta: 3 days, 5:32:50, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.2740 2021-07-09 14:42:46,680 - mmaction - INFO - Epoch [91][140/1879] lr: 7.248e-02, eta: 3 days, 5:32:30, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6621, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.2910 2021-07-09 14:43:03,518 - mmaction - INFO - Epoch [91][160/1879] lr: 7.248e-02, eta: 3 days, 5:32:10, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6664, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.3870 2021-07-09 14:43:20,252 - mmaction - INFO - Epoch [91][180/1879] lr: 7.248e-02, eta: 3 days, 5:31:50, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6664, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.3274 2021-07-09 14:43:37,098 - mmaction - INFO - Epoch [91][200/1879] lr: 7.248e-02, eta: 3 days, 5:31:30, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6703, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.3876 2021-07-09 14:43:54,171 - mmaction - INFO - Epoch [91][220/1879] lr: 7.248e-02, eta: 3 days, 5:31:10, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6520, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.4081 2021-07-09 14:44:11,132 - mmaction - INFO - Epoch [91][240/1879] lr: 7.248e-02, eta: 3 days, 5:30:51, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6598, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.3453 2021-07-09 14:44:28,172 - mmaction - INFO - Epoch [91][260/1879] lr: 7.248e-02, eta: 3 days, 5:30:31, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6527, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.3383 2021-07-09 14:44:45,334 - mmaction - INFO - Epoch [91][280/1879] lr: 7.248e-02, eta: 3 days, 5:30:12, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6676, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.3952 2021-07-09 14:45:02,335 - mmaction - INFO - Epoch [91][300/1879] lr: 7.248e-02, eta: 3 days, 5:29:52, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6633, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.2705 2021-07-09 14:45:19,419 - mmaction - INFO - Epoch [91][320/1879] lr: 7.248e-02, eta: 3 days, 5:29:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6629, loss_cls: 2.6065, loss: 2.6065, grad_norm: 2.2931 2021-07-09 14:45:36,579 - mmaction - INFO - Epoch [91][340/1879] lr: 7.248e-02, eta: 3 days, 5:29:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6520, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.3944 2021-07-09 14:45:53,576 - mmaction - INFO - Epoch [91][360/1879] lr: 7.248e-02, eta: 3 days, 5:28:54, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6819, loss: 2.6819, grad_norm: 2.3395 2021-07-09 14:46:10,742 - mmaction - INFO - Epoch [91][380/1879] lr: 7.248e-02, eta: 3 days, 5:28:35, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6520, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.3275 2021-07-09 14:46:27,728 - mmaction - INFO - Epoch [91][400/1879] lr: 7.248e-02, eta: 3 days, 5:28:15, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6352, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.3586 2021-07-09 14:46:44,916 - mmaction - INFO - Epoch [91][420/1879] lr: 7.248e-02, eta: 3 days, 5:27:56, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6621, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.2681 2021-07-09 14:47:01,864 - mmaction - INFO - Epoch [91][440/1879] lr: 7.248e-02, eta: 3 days, 5:27:36, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6641, loss_cls: 2.6252, loss: 2.6252, grad_norm: 2.3026 2021-07-09 14:47:19,112 - mmaction - INFO - Epoch [91][460/1879] lr: 7.248e-02, eta: 3 days, 5:27:17, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6551, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.3165 2021-07-09 14:47:36,133 - mmaction - INFO - Epoch [91][480/1879] lr: 7.248e-02, eta: 3 days, 5:26:58, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6691, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.3730 2021-07-09 14:47:53,340 - mmaction - INFO - Epoch [91][500/1879] lr: 7.248e-02, eta: 3 days, 5:26:38, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6473, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.3618 2021-07-09 14:48:10,357 - mmaction - INFO - Epoch [91][520/1879] lr: 7.248e-02, eta: 3 days, 5:26:19, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6492, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.3208 2021-07-09 14:48:27,607 - mmaction - INFO - Epoch [91][540/1879] lr: 7.248e-02, eta: 3 days, 5:26:00, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.3204 2021-07-09 14:48:44,498 - mmaction - INFO - Epoch [91][560/1879] lr: 7.248e-02, eta: 3 days, 5:25:40, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6594, loss_cls: 2.6143, loss: 2.6143, grad_norm: 2.3392 2021-07-09 14:49:01,555 - mmaction - INFO - Epoch [91][580/1879] lr: 7.248e-02, eta: 3 days, 5:25:20, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6703, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3885 2021-07-09 14:49:18,522 - mmaction - INFO - Epoch [91][600/1879] lr: 7.248e-02, eta: 3 days, 5:25:01, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6699, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.3580 2021-07-09 14:49:35,781 - mmaction - INFO - Epoch [91][620/1879] lr: 7.248e-02, eta: 3 days, 5:24:42, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6453, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.3659 2021-07-09 14:49:52,765 - mmaction - INFO - Epoch [91][640/1879] lr: 7.248e-02, eta: 3 days, 5:24:22, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6570, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.2477 2021-07-09 14:50:09,903 - mmaction - INFO - Epoch [91][660/1879] lr: 7.248e-02, eta: 3 days, 5:24:03, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6461, loss: 2.6461, grad_norm: 2.3990 2021-07-09 14:50:26,883 - mmaction - INFO - Epoch [91][680/1879] lr: 7.248e-02, eta: 3 days, 5:23:43, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.3791 2021-07-09 14:50:43,990 - mmaction - INFO - Epoch [91][700/1879] lr: 7.248e-02, eta: 3 days, 5:23:24, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6469, loss_cls: 2.6560, loss: 2.6560, grad_norm: 2.3356 2021-07-09 14:51:01,166 - mmaction - INFO - Epoch [91][720/1879] lr: 7.248e-02, eta: 3 days, 5:23:05, time: 0.862, data_time: 0.007, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6547, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.3303 2021-07-09 14:51:18,198 - mmaction - INFO - Epoch [91][740/1879] lr: 7.248e-02, eta: 3 days, 5:22:45, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6645, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.3678 2021-07-09 14:51:35,199 - mmaction - INFO - Epoch [91][760/1879] lr: 7.248e-02, eta: 3 days, 5:22:26, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6445, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.3994 2021-07-09 14:51:52,147 - mmaction - INFO - Epoch [91][780/1879] lr: 7.248e-02, eta: 3 days, 5:22:06, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6418, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.3043 2021-07-09 14:52:09,052 - mmaction - INFO - Epoch [91][800/1879] lr: 7.248e-02, eta: 3 days, 5:21:46, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6625, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.3328 2021-07-09 14:52:26,240 - mmaction - INFO - Epoch [91][820/1879] lr: 7.248e-02, eta: 3 days, 5:21:27, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6500, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.3329 2021-07-09 14:52:43,382 - mmaction - INFO - Epoch [91][840/1879] lr: 7.248e-02, eta: 3 days, 5:21:08, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6664, loss_cls: 2.6377, loss: 2.6377, grad_norm: 2.3508 2021-07-09 14:53:00,331 - mmaction - INFO - Epoch [91][860/1879] lr: 7.248e-02, eta: 3 days, 5:20:48, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6547, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.3318 2021-07-09 14:53:17,522 - mmaction - INFO - Epoch [91][880/1879] lr: 7.248e-02, eta: 3 days, 5:20:29, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6652, loss_cls: 2.6124, loss: 2.6124, grad_norm: 2.3815 2021-07-09 14:53:34,614 - mmaction - INFO - Epoch [91][900/1879] lr: 7.248e-02, eta: 3 days, 5:20:09, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.3289 2021-07-09 14:53:51,581 - mmaction - INFO - Epoch [91][920/1879] lr: 7.248e-02, eta: 3 days, 5:19:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6637, loss_cls: 2.5904, loss: 2.5904, grad_norm: 2.3000 2021-07-09 14:54:08,528 - mmaction - INFO - Epoch [91][940/1879] lr: 7.248e-02, eta: 3 days, 5:19:30, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6594, loss_cls: 2.6335, loss: 2.6335, grad_norm: 2.3452 2021-07-09 14:54:25,489 - mmaction - INFO - Epoch [91][960/1879] lr: 7.248e-02, eta: 3 days, 5:19:11, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6750, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.3485 2021-07-09 14:54:42,553 - mmaction - INFO - Epoch [91][980/1879] lr: 7.248e-02, eta: 3 days, 5:18:51, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6531, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3624 2021-07-09 14:54:59,686 - mmaction - INFO - Epoch [91][1000/1879] lr: 7.248e-02, eta: 3 days, 5:18:32, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6602, loss_cls: 2.6425, loss: 2.6425, grad_norm: 2.3331 2021-07-09 14:55:16,794 - mmaction - INFO - Epoch [91][1020/1879] lr: 7.248e-02, eta: 3 days, 5:18:12, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6391, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.3678 2021-07-09 14:55:33,520 - mmaction - INFO - Epoch [91][1040/1879] lr: 7.248e-02, eta: 3 days, 5:17:52, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.3551 2021-07-09 14:55:50,641 - mmaction - INFO - Epoch [91][1060/1879] lr: 7.248e-02, eta: 3 days, 5:17:33, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6609, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.3122 2021-07-09 14:56:07,510 - mmaction - INFO - Epoch [91][1080/1879] lr: 7.248e-02, eta: 3 days, 5:17:13, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6527, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.3275 2021-07-09 14:56:24,600 - mmaction - INFO - Epoch [91][1100/1879] lr: 7.248e-02, eta: 3 days, 5:16:54, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6652, loss_cls: 2.5957, loss: 2.5957, grad_norm: 2.3874 2021-07-09 14:56:41,797 - mmaction - INFO - Epoch [91][1120/1879] lr: 7.248e-02, eta: 3 days, 5:16:35, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6402, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.3645 2021-07-09 14:56:58,741 - mmaction - INFO - Epoch [91][1140/1879] lr: 7.248e-02, eta: 3 days, 5:16:15, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6664, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.3033 2021-07-09 14:57:15,818 - mmaction - INFO - Epoch [91][1160/1879] lr: 7.248e-02, eta: 3 days, 5:15:56, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6645, loss_cls: 2.6018, loss: 2.6018, grad_norm: 2.3267 2021-07-09 14:57:32,727 - mmaction - INFO - Epoch [91][1180/1879] lr: 7.248e-02, eta: 3 days, 5:15:36, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6613, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.3220 2021-07-09 14:57:49,979 - mmaction - INFO - Epoch [91][1200/1879] lr: 7.248e-02, eta: 3 days, 5:15:17, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6695, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.3841 2021-07-09 14:58:06,954 - mmaction - INFO - Epoch [91][1220/1879] lr: 7.248e-02, eta: 3 days, 5:14:57, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6648, loss_cls: 2.5984, loss: 2.5984, grad_norm: 2.3295 2021-07-09 14:58:23,944 - mmaction - INFO - Epoch [91][1240/1879] lr: 7.248e-02, eta: 3 days, 5:14:38, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6637, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.3085 2021-07-09 14:58:40,731 - mmaction - INFO - Epoch [91][1260/1879] lr: 7.248e-02, eta: 3 days, 5:14:18, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6602, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.3799 2021-07-09 14:58:57,990 - mmaction - INFO - Epoch [91][1280/1879] lr: 7.248e-02, eta: 3 days, 5:13:59, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.2752 2021-07-09 14:59:14,997 - mmaction - INFO - Epoch [91][1300/1879] lr: 7.248e-02, eta: 3 days, 5:13:39, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6465, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.3858 2021-07-09 14:59:32,014 - mmaction - INFO - Epoch [91][1320/1879] lr: 7.248e-02, eta: 3 days, 5:13:20, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6578, loss_cls: 2.6228, loss: 2.6228, grad_norm: 2.2798 2021-07-09 14:59:48,905 - mmaction - INFO - Epoch [91][1340/1879] lr: 7.248e-02, eta: 3 days, 5:13:00, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6684, loss_cls: 2.6002, loss: 2.6002, grad_norm: 2.3822 2021-07-09 15:00:06,037 - mmaction - INFO - Epoch [91][1360/1879] lr: 7.248e-02, eta: 3 days, 5:12:41, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6680, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.2953 2021-07-09 15:00:22,986 - mmaction - INFO - Epoch [91][1380/1879] lr: 7.248e-02, eta: 3 days, 5:12:21, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6699, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.2962 2021-07-09 15:00:40,094 - mmaction - INFO - Epoch [91][1400/1879] lr: 7.248e-02, eta: 3 days, 5:12:02, time: 0.857, data_time: 0.008, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6598, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.3630 2021-07-09 15:00:57,174 - mmaction - INFO - Epoch [91][1420/1879] lr: 7.248e-02, eta: 3 days, 5:11:42, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6523, loss_cls: 2.6900, loss: 2.6900, grad_norm: 2.3555 2021-07-09 15:01:14,302 - mmaction - INFO - Epoch [91][1440/1879] lr: 7.248e-02, eta: 3 days, 5:11:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6582, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.3635 2021-07-09 15:01:31,401 - mmaction - INFO - Epoch [91][1460/1879] lr: 7.248e-02, eta: 3 days, 5:11:04, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6570, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.3616 2021-07-09 15:01:48,467 - mmaction - INFO - Epoch [91][1480/1879] lr: 7.248e-02, eta: 3 days, 5:10:44, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6375, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.3829 2021-07-09 15:02:05,689 - mmaction - INFO - Epoch [91][1500/1879] lr: 7.248e-02, eta: 3 days, 5:10:25, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6449, loss_cls: 2.7102, loss: 2.7102, grad_norm: 2.3512 2021-07-09 15:02:22,852 - mmaction - INFO - Epoch [91][1520/1879] lr: 7.248e-02, eta: 3 days, 5:10:06, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6590, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.3320 2021-07-09 15:02:40,073 - mmaction - INFO - Epoch [91][1540/1879] lr: 7.248e-02, eta: 3 days, 5:09:47, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6637, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.4110 2021-07-09 15:02:57,072 - mmaction - INFO - Epoch [91][1560/1879] lr: 7.248e-02, eta: 3 days, 5:09:27, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6523, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.3058 2021-07-09 15:03:14,331 - mmaction - INFO - Epoch [91][1580/1879] lr: 7.248e-02, eta: 3 days, 5:09:08, time: 0.862, data_time: 0.000, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6633, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.3421 2021-07-09 15:03:31,503 - mmaction - INFO - Epoch [91][1600/1879] lr: 7.248e-02, eta: 3 days, 5:08:49, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6900, loss: 2.6900, grad_norm: 2.2862 2021-07-09 15:03:48,516 - mmaction - INFO - Epoch [91][1620/1879] lr: 7.248e-02, eta: 3 days, 5:08:29, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6457, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.3183 2021-07-09 15:04:05,621 - mmaction - INFO - Epoch [91][1640/1879] lr: 7.248e-02, eta: 3 days, 5:08:10, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6531, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.3478 2021-07-09 15:04:22,682 - mmaction - INFO - Epoch [91][1660/1879] lr: 7.248e-02, eta: 3 days, 5:07:51, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6498, loss: 2.6498, grad_norm: 2.3345 2021-07-09 15:04:39,794 - mmaction - INFO - Epoch [91][1680/1879] lr: 7.248e-02, eta: 3 days, 5:07:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6633, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.3254 2021-07-09 15:04:56,864 - mmaction - INFO - Epoch [91][1700/1879] lr: 7.248e-02, eta: 3 days, 5:07:12, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6637, loss_cls: 2.6204, loss: 2.6204, grad_norm: 2.3609 2021-07-09 15:05:14,098 - mmaction - INFO - Epoch [91][1720/1879] lr: 7.248e-02, eta: 3 days, 5:06:53, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6590, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.3615 2021-07-09 15:05:31,239 - mmaction - INFO - Epoch [91][1740/1879] lr: 7.248e-02, eta: 3 days, 5:06:33, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6570, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.3548 2021-07-09 15:05:48,169 - mmaction - INFO - Epoch [91][1760/1879] lr: 7.248e-02, eta: 3 days, 5:06:14, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6410, loss_cls: 2.7432, loss: 2.7432, grad_norm: 2.3497 2021-07-09 15:06:05,254 - mmaction - INFO - Epoch [91][1780/1879] lr: 7.248e-02, eta: 3 days, 5:05:54, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6660, loss_cls: 2.6361, loss: 2.6361, grad_norm: 2.3224 2021-07-09 15:06:22,374 - mmaction - INFO - Epoch [91][1800/1879] lr: 7.248e-02, eta: 3 days, 5:05:35, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6613, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.3742 2021-07-09 15:06:39,613 - mmaction - INFO - Epoch [91][1820/1879] lr: 7.248e-02, eta: 3 days, 5:05:16, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6520, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.4008 2021-07-09 15:06:56,776 - mmaction - INFO - Epoch [91][1840/1879] lr: 7.248e-02, eta: 3 days, 5:04:57, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6676, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.3151 2021-07-09 15:07:13,900 - mmaction - INFO - Epoch [91][1860/1879] lr: 7.248e-02, eta: 3 days, 5:04:37, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6629, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.3150 2021-07-09 15:07:40,224 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 15:07:40,234 - mmaction - INFO - 106 BN found 2021-07-09 15:12:16,546 - mmaction - INFO - BN stats updated 2021-07-09 15:14:36,380 - mmaction - INFO - Epoch [92][20/1879] lr: 7.193e-02, eta: 3 days, 5:07:09, time: 6.889, data_time: 6.028, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6547, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.3035 2021-07-09 15:14:53,026 - mmaction - INFO - Epoch [92][40/1879] lr: 7.193e-02, eta: 3 days, 5:06:49, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6687, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.3262 2021-07-09 15:15:09,495 - mmaction - INFO - Epoch [92][60/1879] lr: 7.193e-02, eta: 3 days, 5:06:28, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6598, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.3104 2021-07-09 15:15:26,084 - mmaction - INFO - Epoch [92][80/1879] lr: 7.193e-02, eta: 3 days, 5:06:08, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6660, loss_cls: 2.6428, loss: 2.6428, grad_norm: 2.3403 2021-07-09 15:15:42,745 - mmaction - INFO - Epoch [92][100/1879] lr: 7.193e-02, eta: 3 days, 5:05:48, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6691, loss_cls: 2.6143, loss: 2.6143, grad_norm: 2.3262 2021-07-09 15:15:59,506 - mmaction - INFO - Epoch [92][120/1879] lr: 7.193e-02, eta: 3 days, 5:05:28, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6531, loss_cls: 2.6303, loss: 2.6303, grad_norm: 2.3449 2021-07-09 15:16:16,194 - mmaction - INFO - Epoch [92][140/1879] lr: 7.193e-02, eta: 3 days, 5:05:08, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6746, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.3299 2021-07-09 15:16:33,052 - mmaction - INFO - Epoch [92][160/1879] lr: 7.193e-02, eta: 3 days, 5:04:48, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6723, loss_cls: 2.5935, loss: 2.5935, grad_norm: 2.3218 2021-07-09 15:16:49,742 - mmaction - INFO - Epoch [92][180/1879] lr: 7.193e-02, eta: 3 days, 5:04:28, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6652, loss_cls: 2.6114, loss: 2.6114, grad_norm: 2.3284 2021-07-09 15:17:06,649 - mmaction - INFO - Epoch [92][200/1879] lr: 7.193e-02, eta: 3 days, 5:04:08, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6582, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.2723 2021-07-09 15:17:23,784 - mmaction - INFO - Epoch [92][220/1879] lr: 7.193e-02, eta: 3 days, 5:03:49, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6762, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.3149 2021-07-09 15:17:40,776 - mmaction - INFO - Epoch [92][240/1879] lr: 7.193e-02, eta: 3 days, 5:03:29, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6441, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.3666 2021-07-09 15:17:57,841 - mmaction - INFO - Epoch [92][260/1879] lr: 7.193e-02, eta: 3 days, 5:03:10, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6746, loss_cls: 2.6115, loss: 2.6115, grad_norm: 2.3529 2021-07-09 15:18:14,805 - mmaction - INFO - Epoch [92][280/1879] lr: 7.193e-02, eta: 3 days, 5:02:50, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6602, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.3987 2021-07-09 15:18:31,921 - mmaction - INFO - Epoch [92][300/1879] lr: 7.193e-02, eta: 3 days, 5:02:31, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.3868 2021-07-09 15:18:48,860 - mmaction - INFO - Epoch [92][320/1879] lr: 7.193e-02, eta: 3 days, 5:02:11, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6582, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.3031 2021-07-09 15:19:05,804 - mmaction - INFO - Epoch [92][340/1879] lr: 7.193e-02, eta: 3 days, 5:01:52, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6598, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.3355 2021-07-09 15:19:22,883 - mmaction - INFO - Epoch [92][360/1879] lr: 7.193e-02, eta: 3 days, 5:01:32, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6766, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.3102 2021-07-09 15:19:39,939 - mmaction - INFO - Epoch [92][380/1879] lr: 7.193e-02, eta: 3 days, 5:01:13, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6621, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.3567 2021-07-09 15:19:56,898 - mmaction - INFO - Epoch [92][400/1879] lr: 7.193e-02, eta: 3 days, 5:00:53, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6555, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.3639 2021-07-09 15:20:14,061 - mmaction - INFO - Epoch [92][420/1879] lr: 7.193e-02, eta: 3 days, 5:00:34, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6637, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.3552 2021-07-09 15:20:31,152 - mmaction - INFO - Epoch [92][440/1879] lr: 7.193e-02, eta: 3 days, 5:00:14, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6613, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.3036 2021-07-09 15:20:48,187 - mmaction - INFO - Epoch [92][460/1879] lr: 7.193e-02, eta: 3 days, 4:59:55, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6582, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.3395 2021-07-09 15:21:05,270 - mmaction - INFO - Epoch [92][480/1879] lr: 7.193e-02, eta: 3 days, 4:59:35, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6609, loss_cls: 2.5817, loss: 2.5817, grad_norm: 2.3466 2021-07-09 15:21:22,149 - mmaction - INFO - Epoch [92][500/1879] lr: 7.193e-02, eta: 3 days, 4:59:16, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6684, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.3377 2021-07-09 15:21:39,187 - mmaction - INFO - Epoch [92][520/1879] lr: 7.193e-02, eta: 3 days, 4:58:56, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6535, loss_cls: 2.6529, loss: 2.6529, grad_norm: 2.2680 2021-07-09 15:21:56,088 - mmaction - INFO - Epoch [92][540/1879] lr: 7.193e-02, eta: 3 days, 4:58:37, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6539, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.2800 2021-07-09 15:22:13,161 - mmaction - INFO - Epoch [92][560/1879] lr: 7.193e-02, eta: 3 days, 4:58:17, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6590, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.3220 2021-07-09 15:22:30,241 - mmaction - INFO - Epoch [92][580/1879] lr: 7.193e-02, eta: 3 days, 4:57:58, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6594, loss_cls: 2.6002, loss: 2.6002, grad_norm: 2.3149 2021-07-09 15:22:47,182 - mmaction - INFO - Epoch [92][600/1879] lr: 7.193e-02, eta: 3 days, 4:57:38, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6570, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.3444 2021-07-09 15:23:04,383 - mmaction - INFO - Epoch [92][620/1879] lr: 7.193e-02, eta: 3 days, 4:57:19, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6480, loss_cls: 2.7116, loss: 2.7116, grad_norm: 2.3670 2021-07-09 15:23:21,393 - mmaction - INFO - Epoch [92][640/1879] lr: 7.193e-02, eta: 3 days, 4:56:59, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6453, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.2774 2021-07-09 15:23:38,330 - mmaction - INFO - Epoch [92][660/1879] lr: 7.193e-02, eta: 3 days, 4:56:40, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6738, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.3196 2021-07-09 15:23:55,207 - mmaction - INFO - Epoch [92][680/1879] lr: 7.193e-02, eta: 3 days, 4:56:20, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6621, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.3527 2021-07-09 15:24:12,355 - mmaction - INFO - Epoch [92][700/1879] lr: 7.193e-02, eta: 3 days, 4:56:01, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6863, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.3882 2021-07-09 15:24:29,283 - mmaction - INFO - Epoch [92][720/1879] lr: 7.193e-02, eta: 3 days, 4:55:41, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6457, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.3931 2021-07-09 15:24:46,419 - mmaction - INFO - Epoch [92][740/1879] lr: 7.193e-02, eta: 3 days, 4:55:22, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6543, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.3075 2021-07-09 15:25:03,594 - mmaction - INFO - Epoch [92][760/1879] lr: 7.193e-02, eta: 3 days, 4:55:02, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.3380 2021-07-09 15:25:20,654 - mmaction - INFO - Epoch [92][780/1879] lr: 7.193e-02, eta: 3 days, 4:54:43, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6785, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.3565 2021-07-09 15:25:37,608 - mmaction - INFO - Epoch [92][800/1879] lr: 7.193e-02, eta: 3 days, 4:54:23, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6645, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.3718 2021-07-09 15:25:54,624 - mmaction - INFO - Epoch [92][820/1879] lr: 7.193e-02, eta: 3 days, 4:54:04, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6555, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.4164 2021-07-09 15:26:11,881 - mmaction - INFO - Epoch [92][840/1879] lr: 7.193e-02, eta: 3 days, 4:53:45, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6609, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.3190 2021-07-09 15:26:29,058 - mmaction - INFO - Epoch [92][860/1879] lr: 7.193e-02, eta: 3 days, 4:53:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6531, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.3798 2021-07-09 15:26:46,213 - mmaction - INFO - Epoch [92][880/1879] lr: 7.193e-02, eta: 3 days, 4:53:06, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6762, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.4188 2021-07-09 15:27:03,313 - mmaction - INFO - Epoch [92][900/1879] lr: 7.193e-02, eta: 3 days, 4:52:47, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6488, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.3523 2021-07-09 15:27:20,383 - mmaction - INFO - Epoch [92][920/1879] lr: 7.193e-02, eta: 3 days, 4:52:28, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6457, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.3219 2021-07-09 15:27:37,428 - mmaction - INFO - Epoch [92][940/1879] lr: 7.193e-02, eta: 3 days, 4:52:08, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6613, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.3500 2021-07-09 15:27:54,393 - mmaction - INFO - Epoch [92][960/1879] lr: 7.193e-02, eta: 3 days, 4:51:49, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.5972, loss: 2.5972, grad_norm: 2.3216 2021-07-09 15:28:11,518 - mmaction - INFO - Epoch [92][980/1879] lr: 7.193e-02, eta: 3 days, 4:51:29, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6781, loss_cls: 2.5436, loss: 2.5436, grad_norm: 2.3252 2021-07-09 15:28:28,580 - mmaction - INFO - Epoch [92][1000/1879] lr: 7.193e-02, eta: 3 days, 4:51:10, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6562, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.3287 2021-07-09 15:28:45,676 - mmaction - INFO - Epoch [92][1020/1879] lr: 7.193e-02, eta: 3 days, 4:50:50, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6633, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.3616 2021-07-09 15:29:02,739 - mmaction - INFO - Epoch [92][1040/1879] lr: 7.193e-02, eta: 3 days, 4:50:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6555, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.4147 2021-07-09 15:29:19,932 - mmaction - INFO - Epoch [92][1060/1879] lr: 7.193e-02, eta: 3 days, 4:50:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6637, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.3426 2021-07-09 15:29:36,825 - mmaction - INFO - Epoch [92][1080/1879] lr: 7.193e-02, eta: 3 days, 4:49:52, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6801, loss_cls: 2.5478, loss: 2.5478, grad_norm: 2.3224 2021-07-09 15:29:53,932 - mmaction - INFO - Epoch [92][1100/1879] lr: 7.193e-02, eta: 3 days, 4:49:33, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6500, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.3317 2021-07-09 15:30:11,072 - mmaction - INFO - Epoch [92][1120/1879] lr: 7.193e-02, eta: 3 days, 4:49:14, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.7388, loss: 2.7388, grad_norm: 2.3450 2021-07-09 15:30:28,429 - mmaction - INFO - Epoch [92][1140/1879] lr: 7.193e-02, eta: 3 days, 4:48:55, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6582, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.3574 2021-07-09 15:30:45,614 - mmaction - INFO - Epoch [92][1160/1879] lr: 7.193e-02, eta: 3 days, 4:48:35, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6641, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.3561 2021-07-09 15:31:02,751 - mmaction - INFO - Epoch [92][1180/1879] lr: 7.193e-02, eta: 3 days, 4:48:16, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6699, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.3276 2021-07-09 15:31:19,900 - mmaction - INFO - Epoch [92][1200/1879] lr: 7.193e-02, eta: 3 days, 4:47:57, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6613, loss_cls: 2.6615, loss: 2.6615, grad_norm: 2.3497 2021-07-09 15:31:37,046 - mmaction - INFO - Epoch [92][1220/1879] lr: 7.193e-02, eta: 3 days, 4:47:38, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6457, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.4307 2021-07-09 15:31:54,070 - mmaction - INFO - Epoch [92][1240/1879] lr: 7.193e-02, eta: 3 days, 4:47:18, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6543, loss_cls: 2.6409, loss: 2.6409, grad_norm: 2.3459 2021-07-09 15:32:11,107 - mmaction - INFO - Epoch [92][1260/1879] lr: 7.193e-02, eta: 3 days, 4:46:59, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6484, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.3155 2021-07-09 15:32:28,126 - mmaction - INFO - Epoch [92][1280/1879] lr: 7.193e-02, eta: 3 days, 4:46:39, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6699, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.3385 2021-07-09 15:32:45,130 - mmaction - INFO - Epoch [92][1300/1879] lr: 7.193e-02, eta: 3 days, 4:46:20, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6438, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.3691 2021-07-09 15:33:02,166 - mmaction - INFO - Epoch [92][1320/1879] lr: 7.193e-02, eta: 3 days, 4:46:00, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6527, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.3438 2021-07-09 15:33:19,170 - mmaction - INFO - Epoch [92][1340/1879] lr: 7.193e-02, eta: 3 days, 4:45:41, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6461, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.3228 2021-07-09 15:33:36,341 - mmaction - INFO - Epoch [92][1360/1879] lr: 7.193e-02, eta: 3 days, 4:45:21, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6559, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.3758 2021-07-09 15:33:53,453 - mmaction - INFO - Epoch [92][1380/1879] lr: 7.193e-02, eta: 3 days, 4:45:02, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6512, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.4005 2021-07-09 15:34:10,360 - mmaction - INFO - Epoch [92][1400/1879] lr: 7.193e-02, eta: 3 days, 4:44:43, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6574, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.3480 2021-07-09 15:34:27,292 - mmaction - INFO - Epoch [92][1420/1879] lr: 7.193e-02, eta: 3 days, 4:44:23, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6605, loss_cls: 2.6516, loss: 2.6516, grad_norm: 2.3697 2021-07-09 15:34:44,338 - mmaction - INFO - Epoch [92][1440/1879] lr: 7.193e-02, eta: 3 days, 4:44:03, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6480, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.3440 2021-07-09 15:35:01,458 - mmaction - INFO - Epoch [92][1460/1879] lr: 7.193e-02, eta: 3 days, 4:43:44, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6551, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.2928 2021-07-09 15:35:18,602 - mmaction - INFO - Epoch [92][1480/1879] lr: 7.193e-02, eta: 3 days, 4:43:25, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6609, loss_cls: 2.5866, loss: 2.5866, grad_norm: 2.3155 2021-07-09 15:35:35,486 - mmaction - INFO - Epoch [92][1500/1879] lr: 7.193e-02, eta: 3 days, 4:43:05, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6527, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.2984 2021-07-09 15:35:52,628 - mmaction - INFO - Epoch [92][1520/1879] lr: 7.193e-02, eta: 3 days, 4:42:46, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6445, loss_cls: 2.6861, loss: 2.6861, grad_norm: 2.3571 2021-07-09 15:36:09,703 - mmaction - INFO - Epoch [92][1540/1879] lr: 7.193e-02, eta: 3 days, 4:42:26, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6605, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.2937 2021-07-09 15:36:26,646 - mmaction - INFO - Epoch [92][1560/1879] lr: 7.193e-02, eta: 3 days, 4:42:07, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6512, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.3152 2021-07-09 15:36:43,739 - mmaction - INFO - Epoch [92][1580/1879] lr: 7.193e-02, eta: 3 days, 4:41:48, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6547, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.3898 2021-07-09 15:37:00,832 - mmaction - INFO - Epoch [92][1600/1879] lr: 7.193e-02, eta: 3 days, 4:41:28, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6645, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.3359 2021-07-09 15:37:17,910 - mmaction - INFO - Epoch [92][1620/1879] lr: 7.193e-02, eta: 3 days, 4:41:09, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6516, loss_cls: 2.6770, loss: 2.6770, grad_norm: 2.3179 2021-07-09 15:37:34,996 - mmaction - INFO - Epoch [92][1640/1879] lr: 7.193e-02, eta: 3 days, 4:40:49, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6566, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.3044 2021-07-09 15:37:52,147 - mmaction - INFO - Epoch [92][1660/1879] lr: 7.193e-02, eta: 3 days, 4:40:30, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6746, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.3569 2021-07-09 15:38:09,334 - mmaction - INFO - Epoch [92][1680/1879] lr: 7.193e-02, eta: 3 days, 4:40:11, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6570, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.3604 2021-07-09 15:38:26,318 - mmaction - INFO - Epoch [92][1700/1879] lr: 7.193e-02, eta: 3 days, 4:39:51, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6438, loss_cls: 2.6827, loss: 2.6827, grad_norm: 2.3270 2021-07-09 15:38:43,667 - mmaction - INFO - Epoch [92][1720/1879] lr: 7.193e-02, eta: 3 days, 4:39:32, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6590, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.3786 2021-07-09 15:39:00,693 - mmaction - INFO - Epoch [92][1740/1879] lr: 7.193e-02, eta: 3 days, 4:39:13, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6699, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.3916 2021-07-09 15:39:17,932 - mmaction - INFO - Epoch [92][1760/1879] lr: 7.193e-02, eta: 3 days, 4:38:54, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6582, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.3737 2021-07-09 15:39:35,033 - mmaction - INFO - Epoch [92][1780/1879] lr: 7.193e-02, eta: 3 days, 4:38:35, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.3640 2021-07-09 15:39:52,122 - mmaction - INFO - Epoch [92][1800/1879] lr: 7.193e-02, eta: 3 days, 4:38:15, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6617, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.2797 2021-07-09 15:40:09,332 - mmaction - INFO - Epoch [92][1820/1879] lr: 7.193e-02, eta: 3 days, 4:37:56, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6637, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.3391 2021-07-09 15:40:26,439 - mmaction - INFO - Epoch [92][1840/1879] lr: 7.193e-02, eta: 3 days, 4:37:37, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.3619 2021-07-09 15:40:43,693 - mmaction - INFO - Epoch [92][1860/1879] lr: 7.193e-02, eta: 3 days, 4:37:18, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6438, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.3536 2021-07-09 15:41:13,596 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 15:41:13,600 - mmaction - INFO - 106 BN found 2021-07-09 15:45:49,607 - mmaction - INFO - BN stats updated 2021-07-09 15:45:51,627 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-07-09 15:48:20,105 - mmaction - INFO - Epoch [93][20/1879] lr: 7.138e-02, eta: 3 days, 4:39:59, time: 7.238, data_time: 6.238, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6555, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.3027 2021-07-09 15:48:36,643 - mmaction - INFO - Epoch [93][40/1879] lr: 7.138e-02, eta: 3 days, 4:39:38, time: 0.828, data_time: 0.008, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6637, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.3426 2021-07-09 15:48:53,221 - mmaction - INFO - Epoch [93][60/1879] lr: 7.138e-02, eta: 3 days, 4:39:18, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6465, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.3860 2021-07-09 15:49:09,819 - mmaction - INFO - Epoch [93][80/1879] lr: 7.138e-02, eta: 3 days, 4:38:58, time: 0.834, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6582, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.3498 2021-07-09 15:49:26,666 - mmaction - INFO - Epoch [93][100/1879] lr: 7.138e-02, eta: 3 days, 4:38:38, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6727, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.3049 2021-07-09 15:49:43,300 - mmaction - INFO - Epoch [93][120/1879] lr: 7.138e-02, eta: 3 days, 4:38:18, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.3601 2021-07-09 15:50:00,000 - mmaction - INFO - Epoch [93][140/1879] lr: 7.138e-02, eta: 3 days, 4:37:58, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6680, loss_cls: 2.5876, loss: 2.5876, grad_norm: 2.3717 2021-07-09 15:50:16,884 - mmaction - INFO - Epoch [93][160/1879] lr: 7.138e-02, eta: 3 days, 4:37:38, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6625, loss_cls: 2.6274, loss: 2.6274, grad_norm: 2.3570 2021-07-09 15:50:33,822 - mmaction - INFO - Epoch [93][180/1879] lr: 7.138e-02, eta: 3 days, 4:37:18, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6750, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.2946 2021-07-09 15:50:50,713 - mmaction - INFO - Epoch [93][200/1879] lr: 7.138e-02, eta: 3 days, 4:36:59, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6598, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.3671 2021-07-09 15:51:07,723 - mmaction - INFO - Epoch [93][220/1879] lr: 7.138e-02, eta: 3 days, 4:36:39, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6633, loss_cls: 2.6234, loss: 2.6234, grad_norm: 2.3381 2021-07-09 15:51:24,677 - mmaction - INFO - Epoch [93][240/1879] lr: 7.138e-02, eta: 3 days, 4:36:19, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6613, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.3042 2021-07-09 15:51:41,910 - mmaction - INFO - Epoch [93][260/1879] lr: 7.138e-02, eta: 3 days, 4:36:00, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6656, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.3947 2021-07-09 15:51:58,875 - mmaction - INFO - Epoch [93][280/1879] lr: 7.138e-02, eta: 3 days, 4:35:41, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6516, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.3712 2021-07-09 15:52:15,992 - mmaction - INFO - Epoch [93][300/1879] lr: 7.138e-02, eta: 3 days, 4:35:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6625, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.4066 2021-07-09 15:52:32,915 - mmaction - INFO - Epoch [93][320/1879] lr: 7.138e-02, eta: 3 days, 4:35:02, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6727, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.3293 2021-07-09 15:52:49,978 - mmaction - INFO - Epoch [93][340/1879] lr: 7.138e-02, eta: 3 days, 4:34:42, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6637, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.3635 2021-07-09 15:53:07,188 - mmaction - INFO - Epoch [93][360/1879] lr: 7.138e-02, eta: 3 days, 4:34:23, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6488, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.3933 2021-07-09 15:53:24,202 - mmaction - INFO - Epoch [93][380/1879] lr: 7.138e-02, eta: 3 days, 4:34:04, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6496, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.3298 2021-07-09 15:53:41,234 - mmaction - INFO - Epoch [93][400/1879] lr: 7.138e-02, eta: 3 days, 4:33:44, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6469, loss_cls: 2.6568, loss: 2.6568, grad_norm: 2.3260 2021-07-09 15:53:58,200 - mmaction - INFO - Epoch [93][420/1879] lr: 7.138e-02, eta: 3 days, 4:33:25, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6527, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.4154 2021-07-09 15:54:15,208 - mmaction - INFO - Epoch [93][440/1879] lr: 7.138e-02, eta: 3 days, 4:33:05, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6574, loss_cls: 2.6334, loss: 2.6334, grad_norm: 2.3436 2021-07-09 15:54:32,193 - mmaction - INFO - Epoch [93][460/1879] lr: 7.138e-02, eta: 3 days, 4:32:46, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6500, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.3482 2021-07-09 15:54:49,408 - mmaction - INFO - Epoch [93][480/1879] lr: 7.138e-02, eta: 3 days, 4:32:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6613, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.3385 2021-07-09 15:55:06,352 - mmaction - INFO - Epoch [93][500/1879] lr: 7.138e-02, eta: 3 days, 4:32:07, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6590, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.4121 2021-07-09 15:55:23,283 - mmaction - INFO - Epoch [93][520/1879] lr: 7.138e-02, eta: 3 days, 4:31:47, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.3496 2021-07-09 15:55:40,239 - mmaction - INFO - Epoch [93][540/1879] lr: 7.138e-02, eta: 3 days, 4:31:27, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6602, loss_cls: 2.6106, loss: 2.6106, grad_norm: 2.3230 2021-07-09 15:55:57,230 - mmaction - INFO - Epoch [93][560/1879] lr: 7.138e-02, eta: 3 days, 4:31:08, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.3146 2021-07-09 15:56:14,320 - mmaction - INFO - Epoch [93][580/1879] lr: 7.138e-02, eta: 3 days, 4:30:48, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6723, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.3242 2021-07-09 15:56:31,057 - mmaction - INFO - Epoch [93][600/1879] lr: 7.138e-02, eta: 3 days, 4:30:29, time: 0.839, data_time: 0.006, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6734, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3981 2021-07-09 15:56:48,217 - mmaction - INFO - Epoch [93][620/1879] lr: 7.138e-02, eta: 3 days, 4:30:09, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6492, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.3667 2021-07-09 15:57:05,168 - mmaction - INFO - Epoch [93][640/1879] lr: 7.138e-02, eta: 3 days, 4:29:50, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.5671, loss: 2.5671, grad_norm: 2.3043 2021-07-09 15:57:22,169 - mmaction - INFO - Epoch [93][660/1879] lr: 7.138e-02, eta: 3 days, 4:29:30, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6496, loss_cls: 2.7053, loss: 2.7053, grad_norm: 2.4064 2021-07-09 15:57:39,211 - mmaction - INFO - Epoch [93][680/1879] lr: 7.138e-02, eta: 3 days, 4:29:11, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.7065, loss: 2.7065, grad_norm: 2.3681 2021-07-09 15:57:56,394 - mmaction - INFO - Epoch [93][700/1879] lr: 7.138e-02, eta: 3 days, 4:28:51, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6473, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.3309 2021-07-09 15:58:13,317 - mmaction - INFO - Epoch [93][720/1879] lr: 7.138e-02, eta: 3 days, 4:28:32, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6715, loss_cls: 2.5886, loss: 2.5886, grad_norm: 2.3678 2021-07-09 15:58:30,477 - mmaction - INFO - Epoch [93][740/1879] lr: 7.138e-02, eta: 3 days, 4:28:13, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6648, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.3916 2021-07-09 15:58:47,643 - mmaction - INFO - Epoch [93][760/1879] lr: 7.138e-02, eta: 3 days, 4:27:53, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6547, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.3429 2021-07-09 15:59:04,601 - mmaction - INFO - Epoch [93][780/1879] lr: 7.138e-02, eta: 3 days, 4:27:34, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6773, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.3145 2021-07-09 15:59:21,540 - mmaction - INFO - Epoch [93][800/1879] lr: 7.138e-02, eta: 3 days, 4:27:14, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6570, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.4017 2021-07-09 15:59:38,767 - mmaction - INFO - Epoch [93][820/1879] lr: 7.138e-02, eta: 3 days, 4:26:55, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6629, loss_cls: 2.6560, loss: 2.6560, grad_norm: 2.3661 2021-07-09 15:59:55,695 - mmaction - INFO - Epoch [93][840/1879] lr: 7.138e-02, eta: 3 days, 4:26:35, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6586, loss_cls: 2.6654, loss: 2.6654, grad_norm: 2.3194 2021-07-09 16:00:12,894 - mmaction - INFO - Epoch [93][860/1879] lr: 7.138e-02, eta: 3 days, 4:26:16, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.2852 2021-07-09 16:00:29,815 - mmaction - INFO - Epoch [93][880/1879] lr: 7.138e-02, eta: 3 days, 4:25:57, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6598, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.4538 2021-07-09 16:00:47,043 - mmaction - INFO - Epoch [93][900/1879] lr: 7.138e-02, eta: 3 days, 4:25:37, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6449, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.3417 2021-07-09 16:01:04,009 - mmaction - INFO - Epoch [93][920/1879] lr: 7.138e-02, eta: 3 days, 4:25:18, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6691, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.2921 2021-07-09 16:01:21,101 - mmaction - INFO - Epoch [93][940/1879] lr: 7.138e-02, eta: 3 days, 4:24:59, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6707, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.3580 2021-07-09 16:01:37,985 - mmaction - INFO - Epoch [93][960/1879] lr: 7.138e-02, eta: 3 days, 4:24:39, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6477, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.4018 2021-07-09 16:01:55,043 - mmaction - INFO - Epoch [93][980/1879] lr: 7.138e-02, eta: 3 days, 4:24:19, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.2704 2021-07-09 16:02:11,965 - mmaction - INFO - Epoch [93][1000/1879] lr: 7.138e-02, eta: 3 days, 4:24:00, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.3772 2021-07-09 16:02:29,186 - mmaction - INFO - Epoch [93][1020/1879] lr: 7.138e-02, eta: 3 days, 4:23:41, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6602, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.3665 2021-07-09 16:02:46,056 - mmaction - INFO - Epoch [93][1040/1879] lr: 7.138e-02, eta: 3 days, 4:23:21, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6520, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.3708 2021-07-09 16:03:03,221 - mmaction - INFO - Epoch [93][1060/1879] lr: 7.138e-02, eta: 3 days, 4:23:02, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6535, loss_cls: 2.6759, loss: 2.6759, grad_norm: 2.3541 2021-07-09 16:03:20,159 - mmaction - INFO - Epoch [93][1080/1879] lr: 7.138e-02, eta: 3 days, 4:22:42, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6547, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.3431 2021-07-09 16:03:37,368 - mmaction - INFO - Epoch [93][1100/1879] lr: 7.138e-02, eta: 3 days, 4:22:23, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6797, loss_cls: 2.5852, loss: 2.5852, grad_norm: 2.3305 2021-07-09 16:03:54,401 - mmaction - INFO - Epoch [93][1120/1879] lr: 7.138e-02, eta: 3 days, 4:22:03, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.3791 2021-07-09 16:04:11,499 - mmaction - INFO - Epoch [93][1140/1879] lr: 7.138e-02, eta: 3 days, 4:21:44, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.3836 2021-07-09 16:04:28,648 - mmaction - INFO - Epoch [93][1160/1879] lr: 7.138e-02, eta: 3 days, 4:21:25, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6480, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.3629 2021-07-09 16:04:45,752 - mmaction - INFO - Epoch [93][1180/1879] lr: 7.138e-02, eta: 3 days, 4:21:05, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6477, loss_cls: 2.6966, loss: 2.6966, grad_norm: 2.3072 2021-07-09 16:05:02,830 - mmaction - INFO - Epoch [93][1200/1879] lr: 7.138e-02, eta: 3 days, 4:20:46, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6652, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.3161 2021-07-09 16:05:19,950 - mmaction - INFO - Epoch [93][1220/1879] lr: 7.138e-02, eta: 3 days, 4:20:27, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6367, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.3488 2021-07-09 16:05:37,065 - mmaction - INFO - Epoch [93][1240/1879] lr: 7.138e-02, eta: 3 days, 4:20:08, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6586, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.3290 2021-07-09 16:05:54,236 - mmaction - INFO - Epoch [93][1260/1879] lr: 7.138e-02, eta: 3 days, 4:19:48, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.3861 2021-07-09 16:06:11,374 - mmaction - INFO - Epoch [93][1280/1879] lr: 7.138e-02, eta: 3 days, 4:19:29, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6500, loss_cls: 2.6873, loss: 2.6873, grad_norm: 2.3717 2021-07-09 16:06:28,414 - mmaction - INFO - Epoch [93][1300/1879] lr: 7.138e-02, eta: 3 days, 4:19:10, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6613, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.3567 2021-07-09 16:06:45,693 - mmaction - INFO - Epoch [93][1320/1879] lr: 7.138e-02, eta: 3 days, 4:18:51, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6543, loss_cls: 2.6520, loss: 2.6520, grad_norm: 2.3571 2021-07-09 16:07:02,718 - mmaction - INFO - Epoch [93][1340/1879] lr: 7.138e-02, eta: 3 days, 4:18:31, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6602, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.3390 2021-07-09 16:07:20,062 - mmaction - INFO - Epoch [93][1360/1879] lr: 7.138e-02, eta: 3 days, 4:18:12, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6762, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.3720 2021-07-09 16:07:37,253 - mmaction - INFO - Epoch [93][1380/1879] lr: 7.138e-02, eta: 3 days, 4:17:53, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6414, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.3898 2021-07-09 16:07:54,352 - mmaction - INFO - Epoch [93][1400/1879] lr: 7.138e-02, eta: 3 days, 4:17:34, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6648, loss_cls: 2.6265, loss: 2.6265, grad_norm: 2.3741 2021-07-09 16:08:11,640 - mmaction - INFO - Epoch [93][1420/1879] lr: 7.138e-02, eta: 3 days, 4:17:15, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6578, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.3150 2021-07-09 16:08:28,676 - mmaction - INFO - Epoch [93][1440/1879] lr: 7.138e-02, eta: 3 days, 4:16:55, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6758, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.3440 2021-07-09 16:08:45,637 - mmaction - INFO - Epoch [93][1460/1879] lr: 7.138e-02, eta: 3 days, 4:16:36, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6617, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.3667 2021-07-09 16:09:02,767 - mmaction - INFO - Epoch [93][1480/1879] lr: 7.138e-02, eta: 3 days, 4:16:16, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6395, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.4171 2021-07-09 16:09:19,766 - mmaction - INFO - Epoch [93][1500/1879] lr: 7.138e-02, eta: 3 days, 4:15:57, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.3517 2021-07-09 16:09:36,818 - mmaction - INFO - Epoch [93][1520/1879] lr: 7.138e-02, eta: 3 days, 4:15:37, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6625, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.3226 2021-07-09 16:09:53,612 - mmaction - INFO - Epoch [93][1540/1879] lr: 7.138e-02, eta: 3 days, 4:15:18, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6406, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.3449 2021-07-09 16:10:10,786 - mmaction - INFO - Epoch [93][1560/1879] lr: 7.138e-02, eta: 3 days, 4:14:59, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6496, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.3446 2021-07-09 16:10:27,780 - mmaction - INFO - Epoch [93][1580/1879] lr: 7.138e-02, eta: 3 days, 4:14:39, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6484, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.4189 2021-07-09 16:10:45,035 - mmaction - INFO - Epoch [93][1600/1879] lr: 7.138e-02, eta: 3 days, 4:14:20, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6516, loss_cls: 2.6615, loss: 2.6615, grad_norm: 2.2870 2021-07-09 16:11:02,040 - mmaction - INFO - Epoch [93][1620/1879] lr: 7.138e-02, eta: 3 days, 4:14:00, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6629, loss_cls: 2.6714, loss: 2.6714, grad_norm: 2.3483 2021-07-09 16:11:19,261 - mmaction - INFO - Epoch [93][1640/1879] lr: 7.138e-02, eta: 3 days, 4:13:41, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6582, loss_cls: 2.6469, loss: 2.6469, grad_norm: 2.3655 2021-07-09 16:11:36,562 - mmaction - INFO - Epoch [93][1660/1879] lr: 7.138e-02, eta: 3 days, 4:13:22, time: 0.869, data_time: 0.012, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6551, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.3132 2021-07-09 16:11:53,661 - mmaction - INFO - Epoch [93][1680/1879] lr: 7.138e-02, eta: 3 days, 4:13:03, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6535, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.3722 2021-07-09 16:12:10,610 - mmaction - INFO - Epoch [93][1700/1879] lr: 7.138e-02, eta: 3 days, 4:12:43, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6613, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3031 2021-07-09 16:12:27,814 - mmaction - INFO - Epoch [93][1720/1879] lr: 7.138e-02, eta: 3 days, 4:12:24, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6531, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.3310 2021-07-09 16:12:44,780 - mmaction - INFO - Epoch [93][1740/1879] lr: 7.138e-02, eta: 3 days, 4:12:05, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6562, loss_cls: 2.6142, loss: 2.6142, grad_norm: 2.3237 2021-07-09 16:13:01,712 - mmaction - INFO - Epoch [93][1760/1879] lr: 7.138e-02, eta: 3 days, 4:11:45, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6598, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.3789 2021-07-09 16:13:18,861 - mmaction - INFO - Epoch [93][1780/1879] lr: 7.138e-02, eta: 3 days, 4:11:26, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6676, loss_cls: 2.6464, loss: 2.6464, grad_norm: 2.3724 2021-07-09 16:13:35,933 - mmaction - INFO - Epoch [93][1800/1879] lr: 7.138e-02, eta: 3 days, 4:11:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6637, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.3294 2021-07-09 16:13:52,978 - mmaction - INFO - Epoch [93][1820/1879] lr: 7.138e-02, eta: 3 days, 4:10:47, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6691, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.3709 2021-07-09 16:14:10,170 - mmaction - INFO - Epoch [93][1840/1879] lr: 7.138e-02, eta: 3 days, 4:10:28, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6660, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.3083 2021-07-09 16:14:27,087 - mmaction - INFO - Epoch [93][1860/1879] lr: 7.138e-02, eta: 3 days, 4:10:08, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6633, loss_cls: 2.6398, loss: 2.6398, grad_norm: 2.3609 2021-07-09 16:14:57,070 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 16:14:57,075 - mmaction - INFO - 106 BN found 2021-07-09 16:19:32,660 - mmaction - INFO - BN stats updated 2021-07-09 16:20:48,139 - mmaction - INFO - Epoch [94][20/1879] lr: 7.082e-02, eta: 3 days, 4:10:41, time: 3.669, data_time: 2.752, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6582, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.3512 2021-07-09 16:21:04,740 - mmaction - INFO - Epoch [94][40/1879] lr: 7.082e-02, eta: 3 days, 4:10:21, time: 0.830, data_time: 0.008, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6652, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.3423 2021-07-09 16:21:21,357 - mmaction - INFO - Epoch [94][60/1879] lr: 7.082e-02, eta: 3 days, 4:10:01, time: 0.833, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6684, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.3562 2021-07-09 16:21:38,004 - mmaction - INFO - Epoch [94][80/1879] lr: 7.082e-02, eta: 3 days, 4:09:40, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6695, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.3766 2021-07-09 16:21:54,672 - mmaction - INFO - Epoch [94][100/1879] lr: 7.082e-02, eta: 3 days, 4:09:20, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5270, loss: 2.5270, grad_norm: 2.3851 2021-07-09 16:22:11,317 - mmaction - INFO - Epoch [94][120/1879] lr: 7.082e-02, eta: 3 days, 4:09:00, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6813, loss_cls: 2.5151, loss: 2.5151, grad_norm: 2.3561 2021-07-09 16:22:28,101 - mmaction - INFO - Epoch [94][140/1879] lr: 7.082e-02, eta: 3 days, 4:08:40, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6738, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.3776 2021-07-09 16:22:44,959 - mmaction - INFO - Epoch [94][160/1879] lr: 7.082e-02, eta: 3 days, 4:08:21, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6562, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.3106 2021-07-09 16:23:01,908 - mmaction - INFO - Epoch [94][180/1879] lr: 7.082e-02, eta: 3 days, 4:08:01, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6477, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.3116 2021-07-09 16:23:18,836 - mmaction - INFO - Epoch [94][200/1879] lr: 7.082e-02, eta: 3 days, 4:07:41, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6687, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.3630 2021-07-09 16:23:35,752 - mmaction - INFO - Epoch [94][220/1879] lr: 7.082e-02, eta: 3 days, 4:07:22, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6625, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.3510 2021-07-09 16:23:52,775 - mmaction - INFO - Epoch [94][240/1879] lr: 7.082e-02, eta: 3 days, 4:07:02, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6484, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.3339 2021-07-09 16:24:09,780 - mmaction - INFO - Epoch [94][260/1879] lr: 7.082e-02, eta: 3 days, 4:06:43, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6645, loss_cls: 2.6354, loss: 2.6354, grad_norm: 2.3297 2021-07-09 16:24:26,740 - mmaction - INFO - Epoch [94][280/1879] lr: 7.082e-02, eta: 3 days, 4:06:23, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6816, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.3176 2021-07-09 16:24:43,715 - mmaction - INFO - Epoch [94][300/1879] lr: 7.082e-02, eta: 3 days, 4:06:04, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6699, loss_cls: 2.5501, loss: 2.5501, grad_norm: 2.3863 2021-07-09 16:25:00,577 - mmaction - INFO - Epoch [94][320/1879] lr: 7.082e-02, eta: 3 days, 4:05:44, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6613, loss_cls: 2.6501, loss: 2.6501, grad_norm: 2.3637 2021-07-09 16:25:17,508 - mmaction - INFO - Epoch [94][340/1879] lr: 7.082e-02, eta: 3 days, 4:05:24, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6723, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.3021 2021-07-09 16:25:34,393 - mmaction - INFO - Epoch [94][360/1879] lr: 7.082e-02, eta: 3 days, 4:05:05, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6687, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.3404 2021-07-09 16:25:51,284 - mmaction - INFO - Epoch [94][380/1879] lr: 7.082e-02, eta: 3 days, 4:04:45, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6691, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.3516 2021-07-09 16:26:08,198 - mmaction - INFO - Epoch [94][400/1879] lr: 7.082e-02, eta: 3 days, 4:04:25, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6496, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.3722 2021-07-09 16:26:25,094 - mmaction - INFO - Epoch [94][420/1879] lr: 7.082e-02, eta: 3 days, 4:04:06, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6660, loss_cls: 2.6001, loss: 2.6001, grad_norm: 2.3499 2021-07-09 16:26:41,991 - mmaction - INFO - Epoch [94][440/1879] lr: 7.082e-02, eta: 3 days, 4:03:46, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6598, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.3213 2021-07-09 16:26:59,127 - mmaction - INFO - Epoch [94][460/1879] lr: 7.082e-02, eta: 3 days, 4:03:27, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6680, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.3697 2021-07-09 16:27:16,099 - mmaction - INFO - Epoch [94][480/1879] lr: 7.082e-02, eta: 3 days, 4:03:07, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6430, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.3370 2021-07-09 16:27:33,189 - mmaction - INFO - Epoch [94][500/1879] lr: 7.082e-02, eta: 3 days, 4:02:48, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6691, loss_cls: 2.5587, loss: 2.5587, grad_norm: 2.3236 2021-07-09 16:27:50,147 - mmaction - INFO - Epoch [94][520/1879] lr: 7.082e-02, eta: 3 days, 4:02:28, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6555, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.3621 2021-07-09 16:28:07,152 - mmaction - INFO - Epoch [94][540/1879] lr: 7.082e-02, eta: 3 days, 4:02:09, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6543, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.3452 2021-07-09 16:28:23,945 - mmaction - INFO - Epoch [94][560/1879] lr: 7.082e-02, eta: 3 days, 4:01:49, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6559, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.4128 2021-07-09 16:28:41,002 - mmaction - INFO - Epoch [94][580/1879] lr: 7.082e-02, eta: 3 days, 4:01:29, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6656, loss_cls: 2.5874, loss: 2.5874, grad_norm: 2.3366 2021-07-09 16:28:57,968 - mmaction - INFO - Epoch [94][600/1879] lr: 7.082e-02, eta: 3 days, 4:01:10, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.3575 2021-07-09 16:29:15,015 - mmaction - INFO - Epoch [94][620/1879] lr: 7.082e-02, eta: 3 days, 4:00:51, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6652, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.3221 2021-07-09 16:29:31,817 - mmaction - INFO - Epoch [94][640/1879] lr: 7.082e-02, eta: 3 days, 4:00:31, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6574, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.3587 2021-07-09 16:29:48,847 - mmaction - INFO - Epoch [94][660/1879] lr: 7.082e-02, eta: 3 days, 4:00:11, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6727, loss_cls: 2.5788, loss: 2.5788, grad_norm: 2.4130 2021-07-09 16:30:05,688 - mmaction - INFO - Epoch [94][680/1879] lr: 7.082e-02, eta: 3 days, 3:59:52, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6656, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.4032 2021-07-09 16:30:22,839 - mmaction - INFO - Epoch [94][700/1879] lr: 7.082e-02, eta: 3 days, 3:59:32, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6652, loss_cls: 2.6036, loss: 2.6036, grad_norm: 2.4032 2021-07-09 16:30:39,759 - mmaction - INFO - Epoch [94][720/1879] lr: 7.082e-02, eta: 3 days, 3:59:13, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6574, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.3227 2021-07-09 16:30:56,915 - mmaction - INFO - Epoch [94][740/1879] lr: 7.082e-02, eta: 3 days, 3:58:54, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6712, loss: 2.6712, grad_norm: 2.3783 2021-07-09 16:31:14,052 - mmaction - INFO - Epoch [94][760/1879] lr: 7.082e-02, eta: 3 days, 3:58:34, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6695, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.3944 2021-07-09 16:31:31,102 - mmaction - INFO - Epoch [94][780/1879] lr: 7.082e-02, eta: 3 days, 3:58:15, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6504, loss_cls: 2.6509, loss: 2.6509, grad_norm: 2.3321 2021-07-09 16:31:48,033 - mmaction - INFO - Epoch [94][800/1879] lr: 7.082e-02, eta: 3 days, 3:57:55, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.6199, loss: 2.6199, grad_norm: 2.3954 2021-07-09 16:32:05,023 - mmaction - INFO - Epoch [94][820/1879] lr: 7.082e-02, eta: 3 days, 3:57:36, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6477, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.3569 2021-07-09 16:32:21,967 - mmaction - INFO - Epoch [94][840/1879] lr: 7.082e-02, eta: 3 days, 3:57:16, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6555, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.3544 2021-07-09 16:32:39,041 - mmaction - INFO - Epoch [94][860/1879] lr: 7.082e-02, eta: 3 days, 3:56:57, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6535, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.3890 2021-07-09 16:32:56,082 - mmaction - INFO - Epoch [94][880/1879] lr: 7.082e-02, eta: 3 days, 3:56:37, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6477, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.3612 2021-07-09 16:33:13,211 - mmaction - INFO - Epoch [94][900/1879] lr: 7.082e-02, eta: 3 days, 3:56:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6762, loss_cls: 2.5660, loss: 2.5660, grad_norm: 2.3483 2021-07-09 16:33:29,949 - mmaction - INFO - Epoch [94][920/1879] lr: 7.082e-02, eta: 3 days, 3:55:58, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6465, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.3642 2021-07-09 16:33:46,955 - mmaction - INFO - Epoch [94][940/1879] lr: 7.082e-02, eta: 3 days, 3:55:39, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6766, loss_cls: 2.5982, loss: 2.5982, grad_norm: 2.3779 2021-07-09 16:34:03,862 - mmaction - INFO - Epoch [94][960/1879] lr: 7.082e-02, eta: 3 days, 3:55:19, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6676, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.3722 2021-07-09 16:34:20,911 - mmaction - INFO - Epoch [94][980/1879] lr: 7.082e-02, eta: 3 days, 3:55:00, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.3889 2021-07-09 16:34:37,845 - mmaction - INFO - Epoch [94][1000/1879] lr: 7.082e-02, eta: 3 days, 3:54:40, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6535, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.3475 2021-07-09 16:34:54,876 - mmaction - INFO - Epoch [94][1020/1879] lr: 7.082e-02, eta: 3 days, 3:54:21, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.3626 2021-07-09 16:35:11,866 - mmaction - INFO - Epoch [94][1040/1879] lr: 7.082e-02, eta: 3 days, 3:54:01, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.4049 2021-07-09 16:35:28,860 - mmaction - INFO - Epoch [94][1060/1879] lr: 7.082e-02, eta: 3 days, 3:53:42, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6559, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.3659 2021-07-09 16:35:45,832 - mmaction - INFO - Epoch [94][1080/1879] lr: 7.082e-02, eta: 3 days, 3:53:22, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6504, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.3631 2021-07-09 16:36:02,889 - mmaction - INFO - Epoch [94][1100/1879] lr: 7.082e-02, eta: 3 days, 3:53:03, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6609, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.3120 2021-07-09 16:36:19,813 - mmaction - INFO - Epoch [94][1120/1879] lr: 7.082e-02, eta: 3 days, 3:52:43, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6605, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.3717 2021-07-09 16:36:36,842 - mmaction - INFO - Epoch [94][1140/1879] lr: 7.082e-02, eta: 3 days, 3:52:24, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6488, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.3881 2021-07-09 16:36:53,762 - mmaction - INFO - Epoch [94][1160/1879] lr: 7.082e-02, eta: 3 days, 3:52:04, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.3757 2021-07-09 16:37:10,837 - mmaction - INFO - Epoch [94][1180/1879] lr: 7.082e-02, eta: 3 days, 3:51:45, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6633, loss_cls: 2.6139, loss: 2.6139, grad_norm: 2.3973 2021-07-09 16:37:27,909 - mmaction - INFO - Epoch [94][1200/1879] lr: 7.082e-02, eta: 3 days, 3:51:26, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6691, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.3160 2021-07-09 16:37:45,035 - mmaction - INFO - Epoch [94][1220/1879] lr: 7.082e-02, eta: 3 days, 3:51:06, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6590, loss_cls: 2.6319, loss: 2.6319, grad_norm: 2.4113 2021-07-09 16:38:01,918 - mmaction - INFO - Epoch [94][1240/1879] lr: 7.082e-02, eta: 3 days, 3:50:47, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6660, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.3564 2021-07-09 16:38:19,277 - mmaction - INFO - Epoch [94][1260/1879] lr: 7.082e-02, eta: 3 days, 3:50:28, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.3386 2021-07-09 16:38:36,209 - mmaction - INFO - Epoch [94][1280/1879] lr: 7.082e-02, eta: 3 days, 3:50:08, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.3740 2021-07-09 16:38:53,453 - mmaction - INFO - Epoch [94][1300/1879] lr: 7.082e-02, eta: 3 days, 3:49:49, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6500, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.3483 2021-07-09 16:39:10,630 - mmaction - INFO - Epoch [94][1320/1879] lr: 7.082e-02, eta: 3 days, 3:49:30, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6527, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.3940 2021-07-09 16:39:27,451 - mmaction - INFO - Epoch [94][1340/1879] lr: 7.082e-02, eta: 3 days, 3:49:10, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.6420, loss: 2.6420, grad_norm: 2.3235 2021-07-09 16:39:44,526 - mmaction - INFO - Epoch [94][1360/1879] lr: 7.082e-02, eta: 3 days, 3:48:51, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6672, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.3831 2021-07-09 16:40:01,603 - mmaction - INFO - Epoch [94][1380/1879] lr: 7.082e-02, eta: 3 days, 3:48:32, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6762, loss_cls: 2.5840, loss: 2.5840, grad_norm: 2.3249 2021-07-09 16:40:18,813 - mmaction - INFO - Epoch [94][1400/1879] lr: 7.082e-02, eta: 3 days, 3:48:13, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6656, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.3922 2021-07-09 16:40:35,936 - mmaction - INFO - Epoch [94][1420/1879] lr: 7.082e-02, eta: 3 days, 3:47:53, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6566, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.3486 2021-07-09 16:40:53,156 - mmaction - INFO - Epoch [94][1440/1879] lr: 7.082e-02, eta: 3 days, 3:47:34, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6652, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.3282 2021-07-09 16:41:10,207 - mmaction - INFO - Epoch [94][1460/1879] lr: 7.082e-02, eta: 3 days, 3:47:15, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.6954, loss: 2.6954, grad_norm: 2.4389 2021-07-09 16:41:27,388 - mmaction - INFO - Epoch [94][1480/1879] lr: 7.082e-02, eta: 3 days, 3:46:56, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6602, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.3570 2021-07-09 16:41:44,372 - mmaction - INFO - Epoch [94][1500/1879] lr: 7.082e-02, eta: 3 days, 3:46:36, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6691, loss_cls: 2.5830, loss: 2.5830, grad_norm: 2.3495 2021-07-09 16:42:01,524 - mmaction - INFO - Epoch [94][1520/1879] lr: 7.082e-02, eta: 3 days, 3:46:17, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6516, loss_cls: 2.6922, loss: 2.6922, grad_norm: 2.3353 2021-07-09 16:42:18,623 - mmaction - INFO - Epoch [94][1540/1879] lr: 7.082e-02, eta: 3 days, 3:45:58, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6590, loss_cls: 2.5962, loss: 2.5962, grad_norm: 2.3144 2021-07-09 16:42:35,817 - mmaction - INFO - Epoch [94][1560/1879] lr: 7.082e-02, eta: 3 days, 3:45:39, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6613, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.3305 2021-07-09 16:42:52,817 - mmaction - INFO - Epoch [94][1580/1879] lr: 7.082e-02, eta: 3 days, 3:45:19, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6766, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.3978 2021-07-09 16:43:09,930 - mmaction - INFO - Epoch [94][1600/1879] lr: 7.082e-02, eta: 3 days, 3:45:00, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6789, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.3739 2021-07-09 16:43:26,974 - mmaction - INFO - Epoch [94][1620/1879] lr: 7.082e-02, eta: 3 days, 3:44:41, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.3663 2021-07-09 16:43:44,045 - mmaction - INFO - Epoch [94][1640/1879] lr: 7.082e-02, eta: 3 days, 3:44:21, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6680, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.3737 2021-07-09 16:44:01,145 - mmaction - INFO - Epoch [94][1660/1879] lr: 7.082e-02, eta: 3 days, 3:44:02, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6363, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.4027 2021-07-09 16:44:18,216 - mmaction - INFO - Epoch [94][1680/1879] lr: 7.082e-02, eta: 3 days, 3:43:42, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6633, loss_cls: 2.6409, loss: 2.6409, grad_norm: 2.3248 2021-07-09 16:44:35,412 - mmaction - INFO - Epoch [94][1700/1879] lr: 7.082e-02, eta: 3 days, 3:43:23, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.3233 2021-07-09 16:44:52,633 - mmaction - INFO - Epoch [94][1720/1879] lr: 7.082e-02, eta: 3 days, 3:43:04, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6418, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.3506 2021-07-09 16:45:09,856 - mmaction - INFO - Epoch [94][1740/1879] lr: 7.082e-02, eta: 3 days, 3:42:45, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6387, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.3656 2021-07-09 16:45:26,847 - mmaction - INFO - Epoch [94][1760/1879] lr: 7.082e-02, eta: 3 days, 3:42:26, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6687, loss_cls: 2.5815, loss: 2.5815, grad_norm: 2.3259 2021-07-09 16:45:44,019 - mmaction - INFO - Epoch [94][1780/1879] lr: 7.082e-02, eta: 3 days, 3:42:07, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6703, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.3753 2021-07-09 16:46:01,171 - mmaction - INFO - Epoch [94][1800/1879] lr: 7.082e-02, eta: 3 days, 3:41:47, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6508, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.3563 2021-07-09 16:46:18,250 - mmaction - INFO - Epoch [94][1820/1879] lr: 7.082e-02, eta: 3 days, 3:41:28, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6691, loss_cls: 2.6001, loss: 2.6001, grad_norm: 2.3345 2021-07-09 16:46:35,246 - mmaction - INFO - Epoch [94][1840/1879] lr: 7.082e-02, eta: 3 days, 3:41:09, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.6680, loss: 2.6680, grad_norm: 2.4220 2021-07-09 16:46:52,381 - mmaction - INFO - Epoch [94][1860/1879] lr: 7.082e-02, eta: 3 days, 3:40:49, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6629, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.3904 2021-07-09 16:47:12,352 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 16:47:12,356 - mmaction - INFO - 106 BN found 2021-07-09 16:51:53,104 - mmaction - INFO - BN stats updated 2021-07-09 16:53:04,100 - mmaction - INFO - Epoch [95][20/1879] lr: 7.026e-02, eta: 3 days, 3:41:13, time: 3.446, data_time: 2.628, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6664, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.3319 2021-07-09 16:53:20,674 - mmaction - INFO - Epoch [95][40/1879] lr: 7.026e-02, eta: 3 days, 3:40:53, time: 0.828, data_time: 0.009, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6789, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.3724 2021-07-09 16:53:37,123 - mmaction - INFO - Epoch [95][60/1879] lr: 7.026e-02, eta: 3 days, 3:40:33, time: 0.824, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6645, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.3371 2021-07-09 16:53:53,872 - mmaction - INFO - Epoch [95][80/1879] lr: 7.026e-02, eta: 3 days, 3:40:13, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6605, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.3625 2021-07-09 16:54:10,528 - mmaction - INFO - Epoch [95][100/1879] lr: 7.026e-02, eta: 3 days, 3:39:53, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6516, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.3219 2021-07-09 16:54:27,177 - mmaction - INFO - Epoch [95][120/1879] lr: 7.026e-02, eta: 3 days, 3:39:33, time: 0.831, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6578, loss_cls: 2.6382, loss: 2.6382, grad_norm: 2.3879 2021-07-09 16:54:43,937 - mmaction - INFO - Epoch [95][140/1879] lr: 7.026e-02, eta: 3 days, 3:39:13, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6621, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.3492 2021-07-09 16:55:00,670 - mmaction - INFO - Epoch [95][160/1879] lr: 7.026e-02, eta: 3 days, 3:38:53, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6645, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.3805 2021-07-09 16:55:17,521 - mmaction - INFO - Epoch [95][180/1879] lr: 7.026e-02, eta: 3 days, 3:38:33, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6656, loss_cls: 2.6002, loss: 2.6002, grad_norm: 2.3756 2021-07-09 16:55:34,474 - mmaction - INFO - Epoch [95][200/1879] lr: 7.026e-02, eta: 3 days, 3:38:13, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6633, loss_cls: 2.5911, loss: 2.5911, grad_norm: 2.3885 2021-07-09 16:55:51,495 - mmaction - INFO - Epoch [95][220/1879] lr: 7.026e-02, eta: 3 days, 3:37:54, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6715, loss_cls: 2.5889, loss: 2.5889, grad_norm: 2.4157 2021-07-09 16:56:08,379 - mmaction - INFO - Epoch [95][240/1879] lr: 7.026e-02, eta: 3 days, 3:37:34, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6840, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.3554 2021-07-09 16:56:25,483 - mmaction - INFO - Epoch [95][260/1879] lr: 7.026e-02, eta: 3 days, 3:37:15, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6559, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.3783 2021-07-09 16:56:42,516 - mmaction - INFO - Epoch [95][280/1879] lr: 7.026e-02, eta: 3 days, 3:36:56, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6684, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.3562 2021-07-09 16:56:59,603 - mmaction - INFO - Epoch [95][300/1879] lr: 7.026e-02, eta: 3 days, 3:36:36, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6473, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.4367 2021-07-09 16:57:16,646 - mmaction - INFO - Epoch [95][320/1879] lr: 7.026e-02, eta: 3 days, 3:36:17, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6512, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.3722 2021-07-09 16:57:33,640 - mmaction - INFO - Epoch [95][340/1879] lr: 7.026e-02, eta: 3 days, 3:35:58, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6664, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.3592 2021-07-09 16:57:50,779 - mmaction - INFO - Epoch [95][360/1879] lr: 7.026e-02, eta: 3 days, 3:35:38, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.6549, loss: 2.6549, grad_norm: 2.3849 2021-07-09 16:58:07,800 - mmaction - INFO - Epoch [95][380/1879] lr: 7.026e-02, eta: 3 days, 3:35:19, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6801, loss_cls: 2.5289, loss: 2.5289, grad_norm: 2.2931 2021-07-09 16:58:24,919 - mmaction - INFO - Epoch [95][400/1879] lr: 7.026e-02, eta: 3 days, 3:35:00, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6730, loss_cls: 2.5929, loss: 2.5929, grad_norm: 2.3666 2021-07-09 16:58:41,948 - mmaction - INFO - Epoch [95][420/1879] lr: 7.026e-02, eta: 3 days, 3:34:40, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6676, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.3902 2021-07-09 16:58:58,947 - mmaction - INFO - Epoch [95][440/1879] lr: 7.026e-02, eta: 3 days, 3:34:21, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6539, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.3683 2021-07-09 16:59:15,892 - mmaction - INFO - Epoch [95][460/1879] lr: 7.026e-02, eta: 3 days, 3:34:01, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6789, loss_cls: 2.5723, loss: 2.5723, grad_norm: 2.3623 2021-07-09 16:59:33,090 - mmaction - INFO - Epoch [95][480/1879] lr: 7.026e-02, eta: 3 days, 3:33:42, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6555, loss_cls: 2.6651, loss: 2.6651, grad_norm: 2.3970 2021-07-09 16:59:50,128 - mmaction - INFO - Epoch [95][500/1879] lr: 7.026e-02, eta: 3 days, 3:33:23, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6539, loss_cls: 2.6922, loss: 2.6922, grad_norm: 2.3352 2021-07-09 17:00:07,093 - mmaction - INFO - Epoch [95][520/1879] lr: 7.026e-02, eta: 3 days, 3:33:03, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6520, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.3746 2021-07-09 17:00:24,224 - mmaction - INFO - Epoch [95][540/1879] lr: 7.026e-02, eta: 3 days, 3:32:44, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6461, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.3921 2021-07-09 17:00:41,481 - mmaction - INFO - Epoch [95][560/1879] lr: 7.026e-02, eta: 3 days, 3:32:25, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6715, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.3201 2021-07-09 17:00:58,358 - mmaction - INFO - Epoch [95][580/1879] lr: 7.026e-02, eta: 3 days, 3:32:05, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6594, loss_cls: 2.6065, loss: 2.6065, grad_norm: 2.3298 2021-07-09 17:01:15,541 - mmaction - INFO - Epoch [95][600/1879] lr: 7.026e-02, eta: 3 days, 3:31:46, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6719, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.3198 2021-07-09 17:01:32,487 - mmaction - INFO - Epoch [95][620/1879] lr: 7.026e-02, eta: 3 days, 3:31:27, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6598, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.3745 2021-07-09 17:01:49,468 - mmaction - INFO - Epoch [95][640/1879] lr: 7.026e-02, eta: 3 days, 3:31:07, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6746, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.3045 2021-07-09 17:02:06,690 - mmaction - INFO - Epoch [95][660/1879] lr: 7.026e-02, eta: 3 days, 3:30:48, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6641, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.3796 2021-07-09 17:02:23,765 - mmaction - INFO - Epoch [95][680/1879] lr: 7.026e-02, eta: 3 days, 3:30:29, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6656, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.3897 2021-07-09 17:02:40,997 - mmaction - INFO - Epoch [95][700/1879] lr: 7.026e-02, eta: 3 days, 3:30:10, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6707, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.4212 2021-07-09 17:02:57,955 - mmaction - INFO - Epoch [95][720/1879] lr: 7.026e-02, eta: 3 days, 3:29:50, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6734, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.3713 2021-07-09 17:03:15,124 - mmaction - INFO - Epoch [95][740/1879] lr: 7.026e-02, eta: 3 days, 3:29:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6582, loss_cls: 2.6402, loss: 2.6402, grad_norm: 2.4049 2021-07-09 17:03:32,088 - mmaction - INFO - Epoch [95][760/1879] lr: 7.026e-02, eta: 3 days, 3:29:12, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6527, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.3859 2021-07-09 17:03:49,280 - mmaction - INFO - Epoch [95][780/1879] lr: 7.026e-02, eta: 3 days, 3:28:53, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6504, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.3783 2021-07-09 17:04:06,279 - mmaction - INFO - Epoch [95][800/1879] lr: 7.026e-02, eta: 3 days, 3:28:33, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6633, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.3547 2021-07-09 17:04:23,326 - mmaction - INFO - Epoch [95][820/1879] lr: 7.026e-02, eta: 3 days, 3:28:14, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.3762 2021-07-09 17:04:40,312 - mmaction - INFO - Epoch [95][840/1879] lr: 7.026e-02, eta: 3 days, 3:27:54, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6672, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.3796 2021-07-09 17:04:57,413 - mmaction - INFO - Epoch [95][860/1879] lr: 7.026e-02, eta: 3 days, 3:27:35, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6715, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.3789 2021-07-09 17:05:14,493 - mmaction - INFO - Epoch [95][880/1879] lr: 7.026e-02, eta: 3 days, 3:27:16, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.3790 2021-07-09 17:05:31,615 - mmaction - INFO - Epoch [95][900/1879] lr: 7.026e-02, eta: 3 days, 3:26:57, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6566, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.3183 2021-07-09 17:05:48,638 - mmaction - INFO - Epoch [95][920/1879] lr: 7.026e-02, eta: 3 days, 3:26:37, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.3437 2021-07-09 17:06:05,707 - mmaction - INFO - Epoch [95][940/1879] lr: 7.026e-02, eta: 3 days, 3:26:18, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6660, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.3005 2021-07-09 17:06:22,848 - mmaction - INFO - Epoch [95][960/1879] lr: 7.026e-02, eta: 3 days, 3:25:59, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6730, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.3580 2021-07-09 17:06:39,980 - mmaction - INFO - Epoch [95][980/1879] lr: 7.026e-02, eta: 3 days, 3:25:39, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6707, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.4024 2021-07-09 17:06:57,134 - mmaction - INFO - Epoch [95][1000/1879] lr: 7.026e-02, eta: 3 days, 3:25:20, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6680, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.3484 2021-07-09 17:07:14,323 - mmaction - INFO - Epoch [95][1020/1879] lr: 7.026e-02, eta: 3 days, 3:25:01, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6676, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.3857 2021-07-09 17:07:31,303 - mmaction - INFO - Epoch [95][1040/1879] lr: 7.026e-02, eta: 3 days, 3:24:42, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6637, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.3764 2021-07-09 17:07:48,321 - mmaction - INFO - Epoch [95][1060/1879] lr: 7.026e-02, eta: 3 days, 3:24:22, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6547, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.3621 2021-07-09 17:08:05,356 - mmaction - INFO - Epoch [95][1080/1879] lr: 7.026e-02, eta: 3 days, 3:24:03, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6445, loss_cls: 2.6827, loss: 2.6827, grad_norm: 2.4060 2021-07-09 17:08:22,391 - mmaction - INFO - Epoch [95][1100/1879] lr: 7.026e-02, eta: 3 days, 3:23:44, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6730, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.3885 2021-07-09 17:08:39,562 - mmaction - INFO - Epoch [95][1120/1879] lr: 7.026e-02, eta: 3 days, 3:23:24, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6613, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.3843 2021-07-09 17:08:56,794 - mmaction - INFO - Epoch [95][1140/1879] lr: 7.026e-02, eta: 3 days, 3:23:05, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6602, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.4028 2021-07-09 17:09:13,879 - mmaction - INFO - Epoch [95][1160/1879] lr: 7.026e-02, eta: 3 days, 3:22:46, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6633, loss_cls: 2.5990, loss: 2.5990, grad_norm: 2.3242 2021-07-09 17:09:30,912 - mmaction - INFO - Epoch [95][1180/1879] lr: 7.026e-02, eta: 3 days, 3:22:27, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6617, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.3911 2021-07-09 17:09:47,983 - mmaction - INFO - Epoch [95][1200/1879] lr: 7.026e-02, eta: 3 days, 3:22:07, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6508, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.3535 2021-07-09 17:10:05,184 - mmaction - INFO - Epoch [95][1220/1879] lr: 7.026e-02, eta: 3 days, 3:21:48, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6496, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.3761 2021-07-09 17:10:22,198 - mmaction - INFO - Epoch [95][1240/1879] lr: 7.026e-02, eta: 3 days, 3:21:29, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6527, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.3423 2021-07-09 17:10:39,279 - mmaction - INFO - Epoch [95][1260/1879] lr: 7.026e-02, eta: 3 days, 3:21:10, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6617, loss_cls: 2.6759, loss: 2.6759, grad_norm: 2.3636 2021-07-09 17:10:56,294 - mmaction - INFO - Epoch [95][1280/1879] lr: 7.026e-02, eta: 3 days, 3:20:50, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6734, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.4149 2021-07-09 17:11:13,365 - mmaction - INFO - Epoch [95][1300/1879] lr: 7.026e-02, eta: 3 days, 3:20:31, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6586, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.3498 2021-07-09 17:11:30,309 - mmaction - INFO - Epoch [95][1320/1879] lr: 7.026e-02, eta: 3 days, 3:20:11, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.3844 2021-07-09 17:11:47,429 - mmaction - INFO - Epoch [95][1340/1879] lr: 7.026e-02, eta: 3 days, 3:19:52, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6547, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.3783 2021-07-09 17:12:04,475 - mmaction - INFO - Epoch [95][1360/1879] lr: 7.026e-02, eta: 3 days, 3:19:33, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6574, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.4119 2021-07-09 17:12:21,498 - mmaction - INFO - Epoch [95][1380/1879] lr: 7.026e-02, eta: 3 days, 3:19:13, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.3523 2021-07-09 17:12:38,609 - mmaction - INFO - Epoch [95][1400/1879] lr: 7.026e-02, eta: 3 days, 3:18:54, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6641, loss_cls: 2.5928, loss: 2.5928, grad_norm: 2.3202 2021-07-09 17:12:55,695 - mmaction - INFO - Epoch [95][1420/1879] lr: 7.026e-02, eta: 3 days, 3:18:35, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6645, loss_cls: 2.6638, loss: 2.6638, grad_norm: 2.3593 2021-07-09 17:13:13,025 - mmaction - INFO - Epoch [95][1440/1879] lr: 7.026e-02, eta: 3 days, 3:18:16, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6469, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.4140 2021-07-09 17:13:30,069 - mmaction - INFO - Epoch [95][1460/1879] lr: 7.026e-02, eta: 3 days, 3:17:57, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6539, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.3995 2021-07-09 17:13:47,279 - mmaction - INFO - Epoch [95][1480/1879] lr: 7.026e-02, eta: 3 days, 3:17:38, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6660, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.3595 2021-07-09 17:14:04,298 - mmaction - INFO - Epoch [95][1500/1879] lr: 7.026e-02, eta: 3 days, 3:17:18, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6418, loss_cls: 2.7025, loss: 2.7025, grad_norm: 2.3315 2021-07-09 17:14:21,449 - mmaction - INFO - Epoch [95][1520/1879] lr: 7.026e-02, eta: 3 days, 3:16:59, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6602, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.3187 2021-07-09 17:14:38,686 - mmaction - INFO - Epoch [95][1540/1879] lr: 7.026e-02, eta: 3 days, 3:16:40, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6453, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.3469 2021-07-09 17:14:55,692 - mmaction - INFO - Epoch [95][1560/1879] lr: 7.026e-02, eta: 3 days, 3:16:21, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6551, loss_cls: 2.6811, loss: 2.6811, grad_norm: 2.3859 2021-07-09 17:15:12,770 - mmaction - INFO - Epoch [95][1580/1879] lr: 7.026e-02, eta: 3 days, 3:16:01, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.3516 2021-07-09 17:15:29,909 - mmaction - INFO - Epoch [95][1600/1879] lr: 7.026e-02, eta: 3 days, 3:15:42, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6621, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.3508 2021-07-09 17:15:46,861 - mmaction - INFO - Epoch [95][1620/1879] lr: 7.026e-02, eta: 3 days, 3:15:23, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6605, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.3333 2021-07-09 17:16:03,998 - mmaction - INFO - Epoch [95][1640/1879] lr: 7.026e-02, eta: 3 days, 3:15:03, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6727, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.2629 2021-07-09 17:16:21,086 - mmaction - INFO - Epoch [95][1660/1879] lr: 7.026e-02, eta: 3 days, 3:14:44, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.7045, loss: 2.7045, grad_norm: 2.3735 2021-07-09 17:16:38,230 - mmaction - INFO - Epoch [95][1680/1879] lr: 7.026e-02, eta: 3 days, 3:14:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6699, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.3652 2021-07-09 17:16:55,276 - mmaction - INFO - Epoch [95][1700/1879] lr: 7.026e-02, eta: 3 days, 3:14:06, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6496, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.3579 2021-07-09 17:17:12,431 - mmaction - INFO - Epoch [95][1720/1879] lr: 7.026e-02, eta: 3 days, 3:13:47, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6496, loss_cls: 2.6782, loss: 2.6782, grad_norm: 2.3362 2021-07-09 17:17:29,619 - mmaction - INFO - Epoch [95][1740/1879] lr: 7.026e-02, eta: 3 days, 3:13:28, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6672, loss_cls: 2.5939, loss: 2.5939, grad_norm: 2.3379 2021-07-09 17:17:46,756 - mmaction - INFO - Epoch [95][1760/1879] lr: 7.026e-02, eta: 3 days, 3:13:08, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6547, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.3878 2021-07-09 17:18:03,925 - mmaction - INFO - Epoch [95][1780/1879] lr: 7.026e-02, eta: 3 days, 3:12:49, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6551, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.3747 2021-07-09 17:18:21,035 - mmaction - INFO - Epoch [95][1800/1879] lr: 7.026e-02, eta: 3 days, 3:12:30, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6426, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.3657 2021-07-09 17:18:38,142 - mmaction - INFO - Epoch [95][1820/1879] lr: 7.026e-02, eta: 3 days, 3:12:11, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6500, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.3884 2021-07-09 17:18:55,173 - mmaction - INFO - Epoch [95][1840/1879] lr: 7.026e-02, eta: 3 days, 3:11:51, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.3864 2021-07-09 17:19:12,317 - mmaction - INFO - Epoch [95][1860/1879] lr: 7.026e-02, eta: 3 days, 3:11:32, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.3323 2021-07-09 17:19:32,129 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 17:19:32,135 - mmaction - INFO - 106 BN found 2021-07-09 17:24:12,821 - mmaction - INFO - BN stats updated 2021-07-09 17:26:41,092 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 17:26:41,961 - mmaction - INFO - top1_acc 0.4980 top5_acc 0.7610 2021-07-09 17:26:41,961 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 17:26:42,036 - mmaction - INFO - mean_acc 0.4979 2021-07-09 17:26:43,506 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_95.pth. 2021-07-09 17:26:43,507 - mmaction - INFO - Best top1_acc is 0.4980 at 95 epoch. 2021-07-09 17:26:43,514 - mmaction - INFO - Epoch(val) [95][155] top1_acc: 0.4980, top5_acc: 0.7610, mean_class_accuracy: 0.4979 2021-07-09 17:28:20,400 - mmaction - INFO - Epoch [96][20/1879] lr: 6.970e-02, eta: 3 days, 3:12:42, time: 4.843, data_time: 3.989, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6598, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.4139 2021-07-09 17:28:36,953 - mmaction - INFO - Epoch [96][40/1879] lr: 6.970e-02, eta: 3 days, 3:12:22, time: 0.824, data_time: 0.010, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6637, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.3853 2021-07-09 17:28:53,512 - mmaction - INFO - Epoch [96][60/1879] lr: 6.970e-02, eta: 3 days, 3:12:02, time: 0.831, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6672, loss_cls: 2.5891, loss: 2.5891, grad_norm: 2.3869 2021-07-09 17:29:10,177 - mmaction - INFO - Epoch [96][80/1879] lr: 6.970e-02, eta: 3 days, 3:11:42, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6789, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.3587 2021-07-09 17:29:26,644 - mmaction - INFO - Epoch [96][100/1879] lr: 6.970e-02, eta: 3 days, 3:11:22, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6547, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.3715 2021-07-09 17:29:43,359 - mmaction - INFO - Epoch [96][120/1879] lr: 6.970e-02, eta: 3 days, 3:11:02, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6602, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.3746 2021-07-09 17:29:59,984 - mmaction - INFO - Epoch [96][140/1879] lr: 6.970e-02, eta: 3 days, 3:10:42, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6656, loss_cls: 2.6538, loss: 2.6538, grad_norm: 2.3715 2021-07-09 17:30:16,890 - mmaction - INFO - Epoch [96][160/1879] lr: 6.970e-02, eta: 3 days, 3:10:22, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6766, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.3572 2021-07-09 17:30:33,814 - mmaction - INFO - Epoch [96][180/1879] lr: 6.970e-02, eta: 3 days, 3:10:03, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6828, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.4021 2021-07-09 17:30:50,872 - mmaction - INFO - Epoch [96][200/1879] lr: 6.970e-02, eta: 3 days, 3:09:43, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6754, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.4210 2021-07-09 17:31:07,652 - mmaction - INFO - Epoch [96][220/1879] lr: 6.970e-02, eta: 3 days, 3:09:23, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6598, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.4273 2021-07-09 17:31:24,816 - mmaction - INFO - Epoch [96][240/1879] lr: 6.970e-02, eta: 3 days, 3:09:04, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6695, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.3729 2021-07-09 17:31:41,889 - mmaction - INFO - Epoch [96][260/1879] lr: 6.970e-02, eta: 3 days, 3:08:45, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6531, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.3773 2021-07-09 17:31:58,983 - mmaction - INFO - Epoch [96][280/1879] lr: 6.970e-02, eta: 3 days, 3:08:26, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6590, loss_cls: 2.5818, loss: 2.5818, grad_norm: 2.3507 2021-07-09 17:32:15,811 - mmaction - INFO - Epoch [96][300/1879] lr: 6.970e-02, eta: 3 days, 3:08:06, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6598, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.3687 2021-07-09 17:32:32,849 - mmaction - INFO - Epoch [96][320/1879] lr: 6.970e-02, eta: 3 days, 3:07:47, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6738, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.3717 2021-07-09 17:32:50,003 - mmaction - INFO - Epoch [96][340/1879] lr: 6.970e-02, eta: 3 days, 3:07:27, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6641, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.3923 2021-07-09 17:33:07,139 - mmaction - INFO - Epoch [96][360/1879] lr: 6.970e-02, eta: 3 days, 3:07:08, time: 0.857, data_time: 0.007, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6758, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.4063 2021-07-09 17:33:24,313 - mmaction - INFO - Epoch [96][380/1879] lr: 6.970e-02, eta: 3 days, 3:06:49, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6645, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.4532 2021-07-09 17:33:41,467 - mmaction - INFO - Epoch [96][400/1879] lr: 6.970e-02, eta: 3 days, 3:06:30, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6582, loss_cls: 2.6412, loss: 2.6412, grad_norm: 2.4397 2021-07-09 17:33:58,530 - mmaction - INFO - Epoch [96][420/1879] lr: 6.970e-02, eta: 3 days, 3:06:11, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6633, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.4055 2021-07-09 17:34:15,640 - mmaction - INFO - Epoch [96][440/1879] lr: 6.970e-02, eta: 3 days, 3:05:51, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6586, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.3773 2021-07-09 17:34:32,631 - mmaction - INFO - Epoch [96][460/1879] lr: 6.970e-02, eta: 3 days, 3:05:32, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6660, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.3327 2021-07-09 17:34:49,717 - mmaction - INFO - Epoch [96][480/1879] lr: 6.970e-02, eta: 3 days, 3:05:13, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6715, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.3118 2021-07-09 17:35:06,681 - mmaction - INFO - Epoch [96][500/1879] lr: 6.970e-02, eta: 3 days, 3:04:53, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6668, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.3724 2021-07-09 17:35:23,747 - mmaction - INFO - Epoch [96][520/1879] lr: 6.970e-02, eta: 3 days, 3:04:34, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6684, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.3755 2021-07-09 17:35:40,863 - mmaction - INFO - Epoch [96][540/1879] lr: 6.970e-02, eta: 3 days, 3:04:15, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6707, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.3909 2021-07-09 17:35:57,826 - mmaction - INFO - Epoch [96][560/1879] lr: 6.970e-02, eta: 3 days, 3:03:55, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6504, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.4166 2021-07-09 17:36:15,037 - mmaction - INFO - Epoch [96][580/1879] lr: 6.970e-02, eta: 3 days, 3:03:36, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6594, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.3569 2021-07-09 17:36:31,818 - mmaction - INFO - Epoch [96][600/1879] lr: 6.970e-02, eta: 3 days, 3:03:16, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6512, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.3828 2021-07-09 17:36:48,907 - mmaction - INFO - Epoch [96][620/1879] lr: 6.970e-02, eta: 3 days, 3:02:57, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6570, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.3624 2021-07-09 17:37:05,887 - mmaction - INFO - Epoch [96][640/1879] lr: 6.970e-02, eta: 3 days, 3:02:38, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6590, loss_cls: 2.6412, loss: 2.6412, grad_norm: 2.3548 2021-07-09 17:37:22,907 - mmaction - INFO - Epoch [96][660/1879] lr: 6.970e-02, eta: 3 days, 3:02:18, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6539, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.4076 2021-07-09 17:37:40,081 - mmaction - INFO - Epoch [96][680/1879] lr: 6.970e-02, eta: 3 days, 3:01:59, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6684, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.3968 2021-07-09 17:37:57,012 - mmaction - INFO - Epoch [96][700/1879] lr: 6.970e-02, eta: 3 days, 3:01:40, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6750, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.3281 2021-07-09 17:38:14,041 - mmaction - INFO - Epoch [96][720/1879] lr: 6.970e-02, eta: 3 days, 3:01:20, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6492, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.3899 2021-07-09 17:38:31,227 - mmaction - INFO - Epoch [96][740/1879] lr: 6.970e-02, eta: 3 days, 3:01:01, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6609, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.3775 2021-07-09 17:38:48,332 - mmaction - INFO - Epoch [96][760/1879] lr: 6.970e-02, eta: 3 days, 3:00:42, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6594, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.2951 2021-07-09 17:39:05,426 - mmaction - INFO - Epoch [96][780/1879] lr: 6.970e-02, eta: 3 days, 3:00:23, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.3891 2021-07-09 17:39:22,457 - mmaction - INFO - Epoch [96][800/1879] lr: 6.970e-02, eta: 3 days, 3:00:03, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6609, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.3409 2021-07-09 17:39:39,508 - mmaction - INFO - Epoch [96][820/1879] lr: 6.970e-02, eta: 3 days, 2:59:44, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6652, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.4131 2021-07-09 17:39:56,526 - mmaction - INFO - Epoch [96][840/1879] lr: 6.970e-02, eta: 3 days, 2:59:25, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.4041 2021-07-09 17:40:13,717 - mmaction - INFO - Epoch [96][860/1879] lr: 6.970e-02, eta: 3 days, 2:59:06, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6551, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.3612 2021-07-09 17:40:30,642 - mmaction - INFO - Epoch [96][880/1879] lr: 6.970e-02, eta: 3 days, 2:58:46, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6406, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.3813 2021-07-09 17:40:47,783 - mmaction - INFO - Epoch [96][900/1879] lr: 6.970e-02, eta: 3 days, 2:58:27, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6637, loss_cls: 2.6298, loss: 2.6298, grad_norm: 2.4056 2021-07-09 17:41:04,689 - mmaction - INFO - Epoch [96][920/1879] lr: 6.970e-02, eta: 3 days, 2:58:07, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6793, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.3520 2021-07-09 17:41:21,760 - mmaction - INFO - Epoch [96][940/1879] lr: 6.970e-02, eta: 3 days, 2:57:48, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6570, loss_cls: 2.5935, loss: 2.5935, grad_norm: 2.3326 2021-07-09 17:41:38,639 - mmaction - INFO - Epoch [96][960/1879] lr: 6.970e-02, eta: 3 days, 2:57:28, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6609, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.3376 2021-07-09 17:41:55,799 - mmaction - INFO - Epoch [96][980/1879] lr: 6.970e-02, eta: 3 days, 2:57:09, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6613, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.3821 2021-07-09 17:42:13,201 - mmaction - INFO - Epoch [96][1000/1879] lr: 6.970e-02, eta: 3 days, 2:56:51, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6590, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.3592 2021-07-09 17:42:30,446 - mmaction - INFO - Epoch [96][1020/1879] lr: 6.970e-02, eta: 3 days, 2:56:32, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6590, loss_cls: 2.5810, loss: 2.5810, grad_norm: 2.3018 2021-07-09 17:42:47,527 - mmaction - INFO - Epoch [96][1040/1879] lr: 6.970e-02, eta: 3 days, 2:56:12, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6676, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.4111 2021-07-09 17:43:04,784 - mmaction - INFO - Epoch [96][1060/1879] lr: 6.970e-02, eta: 3 days, 2:55:53, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6438, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.3637 2021-07-09 17:43:21,932 - mmaction - INFO - Epoch [96][1080/1879] lr: 6.970e-02, eta: 3 days, 2:55:34, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6574, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.4138 2021-07-09 17:43:39,151 - mmaction - INFO - Epoch [96][1100/1879] lr: 6.970e-02, eta: 3 days, 2:55:15, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6645, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.3648 2021-07-09 17:43:56,060 - mmaction - INFO - Epoch [96][1120/1879] lr: 6.970e-02, eta: 3 days, 2:54:56, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6652, loss_cls: 2.5972, loss: 2.5972, grad_norm: 2.4062 2021-07-09 17:44:13,104 - mmaction - INFO - Epoch [96][1140/1879] lr: 6.970e-02, eta: 3 days, 2:54:36, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6602, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.3445 2021-07-09 17:44:30,170 - mmaction - INFO - Epoch [96][1160/1879] lr: 6.970e-02, eta: 3 days, 2:54:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6637, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.4318 2021-07-09 17:44:47,261 - mmaction - INFO - Epoch [96][1180/1879] lr: 6.970e-02, eta: 3 days, 2:53:58, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6777, loss_cls: 2.5798, loss: 2.5798, grad_norm: 2.3469 2021-07-09 17:45:04,238 - mmaction - INFO - Epoch [96][1200/1879] lr: 6.970e-02, eta: 3 days, 2:53:38, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6645, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.4186 2021-07-09 17:45:21,242 - mmaction - INFO - Epoch [96][1220/1879] lr: 6.970e-02, eta: 3 days, 2:53:19, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6754, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.3755 2021-07-09 17:45:38,569 - mmaction - INFO - Epoch [96][1240/1879] lr: 6.970e-02, eta: 3 days, 2:53:00, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6715, loss_cls: 2.5813, loss: 2.5813, grad_norm: 2.3965 2021-07-09 17:45:55,748 - mmaction - INFO - Epoch [96][1260/1879] lr: 6.970e-02, eta: 3 days, 2:52:41, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6477, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.4457 2021-07-09 17:46:12,568 - mmaction - INFO - Epoch [96][1280/1879] lr: 6.970e-02, eta: 3 days, 2:52:21, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6703, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.3332 2021-07-09 17:46:29,709 - mmaction - INFO - Epoch [96][1300/1879] lr: 6.970e-02, eta: 3 days, 2:52:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6461, loss: 2.6461, grad_norm: 2.3872 2021-07-09 17:46:46,691 - mmaction - INFO - Epoch [96][1320/1879] lr: 6.970e-02, eta: 3 days, 2:51:43, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6574, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.4165 2021-07-09 17:47:03,556 - mmaction - INFO - Epoch [96][1340/1879] lr: 6.970e-02, eta: 3 days, 2:51:23, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6637, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.3519 2021-07-09 17:47:20,645 - mmaction - INFO - Epoch [96][1360/1879] lr: 6.970e-02, eta: 3 days, 2:51:04, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6684, loss_cls: 2.6075, loss: 2.6075, grad_norm: 2.3687 2021-07-09 17:47:37,906 - mmaction - INFO - Epoch [96][1380/1879] lr: 6.970e-02, eta: 3 days, 2:50:45, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6637, loss_cls: 2.6651, loss: 2.6651, grad_norm: 2.4091 2021-07-09 17:47:55,037 - mmaction - INFO - Epoch [96][1400/1879] lr: 6.970e-02, eta: 3 days, 2:50:26, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6574, loss_cls: 2.6461, loss: 2.6461, grad_norm: 2.3936 2021-07-09 17:48:12,086 - mmaction - INFO - Epoch [96][1420/1879] lr: 6.970e-02, eta: 3 days, 2:50:06, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6594, loss_cls: 2.6502, loss: 2.6502, grad_norm: 2.3862 2021-07-09 17:48:29,317 - mmaction - INFO - Epoch [96][1440/1879] lr: 6.970e-02, eta: 3 days, 2:49:47, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6687, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.3364 2021-07-09 17:48:46,479 - mmaction - INFO - Epoch [96][1460/1879] lr: 6.970e-02, eta: 3 days, 2:49:28, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6754, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.4133 2021-07-09 17:49:03,714 - mmaction - INFO - Epoch [96][1480/1879] lr: 6.970e-02, eta: 3 days, 2:49:09, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6660, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.4008 2021-07-09 17:49:20,705 - mmaction - INFO - Epoch [96][1500/1879] lr: 6.970e-02, eta: 3 days, 2:48:50, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6719, loss_cls: 2.5585, loss: 2.5585, grad_norm: 2.3007 2021-07-09 17:49:37,742 - mmaction - INFO - Epoch [96][1520/1879] lr: 6.970e-02, eta: 3 days, 2:48:30, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6520, loss_cls: 2.7036, loss: 2.7036, grad_norm: 2.3732 2021-07-09 17:49:54,644 - mmaction - INFO - Epoch [96][1540/1879] lr: 6.970e-02, eta: 3 days, 2:48:11, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6520, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.3690 2021-07-09 17:50:11,747 - mmaction - INFO - Epoch [96][1560/1879] lr: 6.970e-02, eta: 3 days, 2:47:52, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6570, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.3483 2021-07-09 17:50:28,734 - mmaction - INFO - Epoch [96][1580/1879] lr: 6.970e-02, eta: 3 days, 2:47:32, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6621, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3938 2021-07-09 17:50:45,963 - mmaction - INFO - Epoch [96][1600/1879] lr: 6.970e-02, eta: 3 days, 2:47:13, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6641, loss_cls: 2.6425, loss: 2.6425, grad_norm: 2.3973 2021-07-09 17:51:02,870 - mmaction - INFO - Epoch [96][1620/1879] lr: 6.970e-02, eta: 3 days, 2:46:54, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6609, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.3669 2021-07-09 17:51:20,035 - mmaction - INFO - Epoch [96][1640/1879] lr: 6.970e-02, eta: 3 days, 2:46:35, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6711, loss_cls: 2.5189, loss: 2.5189, grad_norm: 2.3345 2021-07-09 17:51:36,977 - mmaction - INFO - Epoch [96][1660/1879] lr: 6.970e-02, eta: 3 days, 2:46:15, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6527, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.4126 2021-07-09 17:51:54,162 - mmaction - INFO - Epoch [96][1680/1879] lr: 6.970e-02, eta: 3 days, 2:45:56, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6555, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.4456 2021-07-09 17:52:11,251 - mmaction - INFO - Epoch [96][1700/1879] lr: 6.970e-02, eta: 3 days, 2:45:37, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6582, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.3502 2021-07-09 17:52:28,383 - mmaction - INFO - Epoch [96][1720/1879] lr: 6.970e-02, eta: 3 days, 2:45:18, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6340, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.3531 2021-07-09 17:52:45,442 - mmaction - INFO - Epoch [96][1740/1879] lr: 6.970e-02, eta: 3 days, 2:44:58, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6617, loss_cls: 2.6139, loss: 2.6139, grad_norm: 2.3853 2021-07-09 17:53:02,426 - mmaction - INFO - Epoch [96][1760/1879] lr: 6.970e-02, eta: 3 days, 2:44:39, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6383, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.4018 2021-07-09 17:53:19,452 - mmaction - INFO - Epoch [96][1780/1879] lr: 6.970e-02, eta: 3 days, 2:44:20, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6680, loss_cls: 2.6135, loss: 2.6135, grad_norm: 2.3195 2021-07-09 17:53:36,466 - mmaction - INFO - Epoch [96][1800/1879] lr: 6.970e-02, eta: 3 days, 2:44:00, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6684, loss_cls: 2.5932, loss: 2.5932, grad_norm: 2.3179 2021-07-09 17:53:53,248 - mmaction - INFO - Epoch [96][1820/1879] lr: 6.970e-02, eta: 3 days, 2:43:41, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6570, loss_cls: 2.6421, loss: 2.6421, grad_norm: 2.3751 2021-07-09 17:54:10,249 - mmaction - INFO - Epoch [96][1840/1879] lr: 6.970e-02, eta: 3 days, 2:43:21, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6738, loss_cls: 2.5917, loss: 2.5917, grad_norm: 2.3633 2021-07-09 17:54:27,091 - mmaction - INFO - Epoch [96][1860/1879] lr: 6.970e-02, eta: 3 days, 2:43:02, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6555, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.3768 2021-07-09 17:54:46,097 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 17:54:46,101 - mmaction - INFO - 106 BN found 2021-07-09 17:59:25,629 - mmaction - INFO - BN stats updated 2021-07-09 17:59:27,643 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-07-09 18:01:54,955 - mmaction - INFO - Epoch [97][20/1879] lr: 6.913e-02, eta: 3 days, 2:45:33, time: 7.336, data_time: 6.417, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6508, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.3721 2021-07-09 18:02:11,564 - mmaction - INFO - Epoch [97][40/1879] lr: 6.913e-02, eta: 3 days, 2:45:13, time: 0.830, data_time: 0.009, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6715, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.3210 2021-07-09 18:02:28,117 - mmaction - INFO - Epoch [97][60/1879] lr: 6.913e-02, eta: 3 days, 2:44:53, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6711, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.3826 2021-07-09 18:02:44,685 - mmaction - INFO - Epoch [97][80/1879] lr: 6.913e-02, eta: 3 days, 2:44:33, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.3514 2021-07-09 18:03:01,280 - mmaction - INFO - Epoch [97][100/1879] lr: 6.913e-02, eta: 3 days, 2:44:13, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6676, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.3801 2021-07-09 18:03:18,140 - mmaction - INFO - Epoch [97][120/1879] lr: 6.913e-02, eta: 3 days, 2:43:53, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6695, loss_cls: 2.5833, loss: 2.5833, grad_norm: 2.3771 2021-07-09 18:03:35,020 - mmaction - INFO - Epoch [97][140/1879] lr: 6.913e-02, eta: 3 days, 2:43:33, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6738, loss_cls: 2.5430, loss: 2.5430, grad_norm: 2.3863 2021-07-09 18:03:51,734 - mmaction - INFO - Epoch [97][160/1879] lr: 6.913e-02, eta: 3 days, 2:43:14, time: 0.837, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6535, loss_cls: 2.6293, loss: 2.6293, grad_norm: 2.3937 2021-07-09 18:04:08,557 - mmaction - INFO - Epoch [97][180/1879] lr: 6.913e-02, eta: 3 days, 2:42:54, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6461, loss_cls: 2.6507, loss: 2.6507, grad_norm: 2.4095 2021-07-09 18:04:25,518 - mmaction - INFO - Epoch [97][200/1879] lr: 6.913e-02, eta: 3 days, 2:42:34, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6793, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.4051 2021-07-09 18:04:42,453 - mmaction - INFO - Epoch [97][220/1879] lr: 6.913e-02, eta: 3 days, 2:42:15, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6762, loss_cls: 2.5810, loss: 2.5810, grad_norm: 2.4121 2021-07-09 18:04:59,455 - mmaction - INFO - Epoch [97][240/1879] lr: 6.913e-02, eta: 3 days, 2:41:55, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6559, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.3895 2021-07-09 18:05:16,455 - mmaction - INFO - Epoch [97][260/1879] lr: 6.913e-02, eta: 3 days, 2:41:36, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6684, loss_cls: 2.5905, loss: 2.5905, grad_norm: 2.3885 2021-07-09 18:05:33,238 - mmaction - INFO - Epoch [97][280/1879] lr: 6.913e-02, eta: 3 days, 2:41:16, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6504, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.3322 2021-07-09 18:05:50,322 - mmaction - INFO - Epoch [97][300/1879] lr: 6.913e-02, eta: 3 days, 2:40:57, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6707, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.4084 2021-07-09 18:06:07,136 - mmaction - INFO - Epoch [97][320/1879] lr: 6.913e-02, eta: 3 days, 2:40:37, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6645, loss_cls: 2.6204, loss: 2.6204, grad_norm: 2.4324 2021-07-09 18:06:24,210 - mmaction - INFO - Epoch [97][340/1879] lr: 6.913e-02, eta: 3 days, 2:40:18, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6391, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.4158 2021-07-09 18:06:41,128 - mmaction - INFO - Epoch [97][360/1879] lr: 6.913e-02, eta: 3 days, 2:39:58, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6711, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.3701 2021-07-09 18:06:58,179 - mmaction - INFO - Epoch [97][380/1879] lr: 6.913e-02, eta: 3 days, 2:39:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5424, loss: 2.5424, grad_norm: 2.3581 2021-07-09 18:07:15,058 - mmaction - INFO - Epoch [97][400/1879] lr: 6.913e-02, eta: 3 days, 2:39:19, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6664, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.4561 2021-07-09 18:07:31,958 - mmaction - INFO - Epoch [97][420/1879] lr: 6.913e-02, eta: 3 days, 2:39:00, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6793, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.3956 2021-07-09 18:07:48,890 - mmaction - INFO - Epoch [97][440/1879] lr: 6.913e-02, eta: 3 days, 2:38:40, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6719, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.4043 2021-07-09 18:08:06,046 - mmaction - INFO - Epoch [97][460/1879] lr: 6.913e-02, eta: 3 days, 2:38:21, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6773, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.3981 2021-07-09 18:08:23,158 - mmaction - INFO - Epoch [97][480/1879] lr: 6.913e-02, eta: 3 days, 2:38:02, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6605, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.3755 2021-07-09 18:08:40,383 - mmaction - INFO - Epoch [97][500/1879] lr: 6.913e-02, eta: 3 days, 2:37:43, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6590, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.3686 2021-07-09 18:08:57,266 - mmaction - INFO - Epoch [97][520/1879] lr: 6.913e-02, eta: 3 days, 2:37:23, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6707, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.3956 2021-07-09 18:09:14,130 - mmaction - INFO - Epoch [97][540/1879] lr: 6.913e-02, eta: 3 days, 2:37:04, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6480, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.3814 2021-07-09 18:09:30,978 - mmaction - INFO - Epoch [97][560/1879] lr: 6.913e-02, eta: 3 days, 2:36:44, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6461, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.3432 2021-07-09 18:09:48,082 - mmaction - INFO - Epoch [97][580/1879] lr: 6.913e-02, eta: 3 days, 2:36:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6738, loss_cls: 2.6045, loss: 2.6045, grad_norm: 2.3438 2021-07-09 18:10:05,070 - mmaction - INFO - Epoch [97][600/1879] lr: 6.913e-02, eta: 3 days, 2:36:06, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6836, loss_cls: 2.5585, loss: 2.5585, grad_norm: 2.4189 2021-07-09 18:10:21,968 - mmaction - INFO - Epoch [97][620/1879] lr: 6.913e-02, eta: 3 days, 2:35:46, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6590, loss_cls: 2.6450, loss: 2.6450, grad_norm: 2.4337 2021-07-09 18:10:39,041 - mmaction - INFO - Epoch [97][640/1879] lr: 6.913e-02, eta: 3 days, 2:35:27, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6730, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.3684 2021-07-09 18:10:56,043 - mmaction - INFO - Epoch [97][660/1879] lr: 6.913e-02, eta: 3 days, 2:35:07, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6723, loss_cls: 2.5714, loss: 2.5714, grad_norm: 2.3400 2021-07-09 18:11:13,157 - mmaction - INFO - Epoch [97][680/1879] lr: 6.913e-02, eta: 3 days, 2:34:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6555, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.3978 2021-07-09 18:11:30,091 - mmaction - INFO - Epoch [97][700/1879] lr: 6.913e-02, eta: 3 days, 2:34:29, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6809, loss_cls: 2.5432, loss: 2.5432, grad_norm: 2.3968 2021-07-09 18:11:47,098 - mmaction - INFO - Epoch [97][720/1879] lr: 6.913e-02, eta: 3 days, 2:34:09, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6477, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.4541 2021-07-09 18:12:04,099 - mmaction - INFO - Epoch [97][740/1879] lr: 6.913e-02, eta: 3 days, 2:33:50, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6695, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.3303 2021-07-09 18:12:21,057 - mmaction - INFO - Epoch [97][760/1879] lr: 6.913e-02, eta: 3 days, 2:33:30, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.3421 2021-07-09 18:12:37,881 - mmaction - INFO - Epoch [97][780/1879] lr: 6.913e-02, eta: 3 days, 2:33:11, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6480, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.4268 2021-07-09 18:12:54,892 - mmaction - INFO - Epoch [97][800/1879] lr: 6.913e-02, eta: 3 days, 2:32:51, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6656, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.4779 2021-07-09 18:13:11,967 - mmaction - INFO - Epoch [97][820/1879] lr: 6.913e-02, eta: 3 days, 2:32:32, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6496, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.3974 2021-07-09 18:13:28,804 - mmaction - INFO - Epoch [97][840/1879] lr: 6.913e-02, eta: 3 days, 2:32:12, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6582, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.4095 2021-07-09 18:13:45,698 - mmaction - INFO - Epoch [97][860/1879] lr: 6.913e-02, eta: 3 days, 2:31:53, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6535, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.3530 2021-07-09 18:14:02,547 - mmaction - INFO - Epoch [97][880/1879] lr: 6.913e-02, eta: 3 days, 2:31:33, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6832, loss_cls: 2.5355, loss: 2.5355, grad_norm: 2.3702 2021-07-09 18:14:19,680 - mmaction - INFO - Epoch [97][900/1879] lr: 6.913e-02, eta: 3 days, 2:31:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6562, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.3925 2021-07-09 18:14:36,647 - mmaction - INFO - Epoch [97][920/1879] lr: 6.913e-02, eta: 3 days, 2:30:55, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6461, loss_cls: 2.6680, loss: 2.6680, grad_norm: 2.3854 2021-07-09 18:14:53,659 - mmaction - INFO - Epoch [97][940/1879] lr: 6.913e-02, eta: 3 days, 2:30:35, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6746, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.3420 2021-07-09 18:15:10,706 - mmaction - INFO - Epoch [97][960/1879] lr: 6.913e-02, eta: 3 days, 2:30:16, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6488, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.3763 2021-07-09 18:15:27,759 - mmaction - INFO - Epoch [97][980/1879] lr: 6.913e-02, eta: 3 days, 2:29:56, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6633, loss: 2.6633, grad_norm: 2.3853 2021-07-09 18:15:44,643 - mmaction - INFO - Epoch [97][1000/1879] lr: 6.913e-02, eta: 3 days, 2:29:37, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.4138 2021-07-09 18:16:01,577 - mmaction - INFO - Epoch [97][1020/1879] lr: 6.913e-02, eta: 3 days, 2:29:17, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6711, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.3673 2021-07-09 18:16:18,364 - mmaction - INFO - Epoch [97][1040/1879] lr: 6.913e-02, eta: 3 days, 2:28:58, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6465, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.3794 2021-07-09 18:16:35,280 - mmaction - INFO - Epoch [97][1060/1879] lr: 6.913e-02, eta: 3 days, 2:28:38, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6617, loss_cls: 2.6456, loss: 2.6456, grad_norm: 2.3900 2021-07-09 18:16:52,054 - mmaction - INFO - Epoch [97][1080/1879] lr: 6.913e-02, eta: 3 days, 2:28:18, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6668, loss_cls: 2.5932, loss: 2.5932, grad_norm: 2.3221 2021-07-09 18:17:09,057 - mmaction - INFO - Epoch [97][1100/1879] lr: 6.913e-02, eta: 3 days, 2:27:59, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6582, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.3572 2021-07-09 18:17:26,100 - mmaction - INFO - Epoch [97][1120/1879] lr: 6.913e-02, eta: 3 days, 2:27:40, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6754, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.4018 2021-07-09 18:17:43,084 - mmaction - INFO - Epoch [97][1140/1879] lr: 6.913e-02, eta: 3 days, 2:27:20, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6527, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.4097 2021-07-09 18:17:59,960 - mmaction - INFO - Epoch [97][1160/1879] lr: 6.913e-02, eta: 3 days, 2:27:01, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6527, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.4048 2021-07-09 18:18:16,899 - mmaction - INFO - Epoch [97][1180/1879] lr: 6.913e-02, eta: 3 days, 2:26:41, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6637, loss_cls: 2.5958, loss: 2.5958, grad_norm: 2.3467 2021-07-09 18:18:33,819 - mmaction - INFO - Epoch [97][1200/1879] lr: 6.913e-02, eta: 3 days, 2:26:22, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6625, loss_cls: 2.6458, loss: 2.6458, grad_norm: 2.3558 2021-07-09 18:18:50,906 - mmaction - INFO - Epoch [97][1220/1879] lr: 6.913e-02, eta: 3 days, 2:26:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.6241, loss: 2.6241, grad_norm: 2.4098 2021-07-09 18:19:07,862 - mmaction - INFO - Epoch [97][1240/1879] lr: 6.913e-02, eta: 3 days, 2:25:43, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.4321 2021-07-09 18:19:24,840 - mmaction - INFO - Epoch [97][1260/1879] lr: 6.913e-02, eta: 3 days, 2:25:24, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5740, loss: 2.5740, grad_norm: 2.4170 2021-07-09 18:19:41,783 - mmaction - INFO - Epoch [97][1280/1879] lr: 6.913e-02, eta: 3 days, 2:25:04, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6773, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.3954 2021-07-09 18:19:58,997 - mmaction - INFO - Epoch [97][1300/1879] lr: 6.913e-02, eta: 3 days, 2:24:45, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6625, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.4426 2021-07-09 18:20:16,064 - mmaction - INFO - Epoch [97][1320/1879] lr: 6.913e-02, eta: 3 days, 2:24:26, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6652, loss_cls: 2.6312, loss: 2.6312, grad_norm: 2.4297 2021-07-09 18:20:32,956 - mmaction - INFO - Epoch [97][1340/1879] lr: 6.913e-02, eta: 3 days, 2:24:06, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6492, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.3884 2021-07-09 18:20:50,051 - mmaction - INFO - Epoch [97][1360/1879] lr: 6.913e-02, eta: 3 days, 2:23:47, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6543, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.2998 2021-07-09 18:21:07,121 - mmaction - INFO - Epoch [97][1380/1879] lr: 6.913e-02, eta: 3 days, 2:23:28, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6723, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.4131 2021-07-09 18:21:24,202 - mmaction - INFO - Epoch [97][1400/1879] lr: 6.913e-02, eta: 3 days, 2:23:09, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6465, loss_cls: 2.7301, loss: 2.7301, grad_norm: 2.4142 2021-07-09 18:21:41,104 - mmaction - INFO - Epoch [97][1420/1879] lr: 6.913e-02, eta: 3 days, 2:22:49, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6777, loss_cls: 2.5642, loss: 2.5642, grad_norm: 2.3180 2021-07-09 18:21:58,051 - mmaction - INFO - Epoch [97][1440/1879] lr: 6.913e-02, eta: 3 days, 2:22:30, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.3527 2021-07-09 18:22:15,115 - mmaction - INFO - Epoch [97][1460/1879] lr: 6.913e-02, eta: 3 days, 2:22:10, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6613, loss_cls: 2.6396, loss: 2.6396, grad_norm: 2.4158 2021-07-09 18:22:32,169 - mmaction - INFO - Epoch [97][1480/1879] lr: 6.913e-02, eta: 3 days, 2:21:51, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.3565 2021-07-09 18:22:49,336 - mmaction - INFO - Epoch [97][1500/1879] lr: 6.913e-02, eta: 3 days, 2:21:32, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6234, loss: 2.6234, grad_norm: 2.3898 2021-07-09 18:23:06,692 - mmaction - INFO - Epoch [97][1520/1879] lr: 6.913e-02, eta: 3 days, 2:21:13, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6629, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.3934 2021-07-09 18:23:23,774 - mmaction - INFO - Epoch [97][1540/1879] lr: 6.913e-02, eta: 3 days, 2:20:54, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6770, loss_cls: 2.5451, loss: 2.5451, grad_norm: 2.3574 2021-07-09 18:23:41,047 - mmaction - INFO - Epoch [97][1560/1879] lr: 6.913e-02, eta: 3 days, 2:20:35, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6480, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.3555 2021-07-09 18:23:57,965 - mmaction - INFO - Epoch [97][1580/1879] lr: 6.913e-02, eta: 3 days, 2:20:15, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6586, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.4012 2021-07-09 18:24:15,052 - mmaction - INFO - Epoch [97][1600/1879] lr: 6.913e-02, eta: 3 days, 2:19:56, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6684, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.3533 2021-07-09 18:24:32,090 - mmaction - INFO - Epoch [97][1620/1879] lr: 6.913e-02, eta: 3 days, 2:19:37, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6684, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.2950 2021-07-09 18:24:49,114 - mmaction - INFO - Epoch [97][1640/1879] lr: 6.913e-02, eta: 3 days, 2:19:18, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.4191 2021-07-09 18:25:06,157 - mmaction - INFO - Epoch [97][1660/1879] lr: 6.913e-02, eta: 3 days, 2:18:58, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6527, loss_cls: 2.6875, loss: 2.6875, grad_norm: 2.3780 2021-07-09 18:25:23,171 - mmaction - INFO - Epoch [97][1680/1879] lr: 6.913e-02, eta: 3 days, 2:18:39, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6758, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.3202 2021-07-09 18:25:40,396 - mmaction - INFO - Epoch [97][1700/1879] lr: 6.913e-02, eta: 3 days, 2:18:20, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6707, loss_cls: 2.5647, loss: 2.5647, grad_norm: 2.3683 2021-07-09 18:25:57,193 - mmaction - INFO - Epoch [97][1720/1879] lr: 6.913e-02, eta: 3 days, 2:18:00, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6566, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.4090 2021-07-09 18:26:14,180 - mmaction - INFO - Epoch [97][1740/1879] lr: 6.913e-02, eta: 3 days, 2:17:41, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6660, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.3486 2021-07-09 18:26:31,437 - mmaction - INFO - Epoch [97][1760/1879] lr: 6.913e-02, eta: 3 days, 2:17:22, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6707, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.3673 2021-07-09 18:26:48,420 - mmaction - INFO - Epoch [97][1780/1879] lr: 6.913e-02, eta: 3 days, 2:17:02, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6566, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.3825 2021-07-09 18:27:05,560 - mmaction - INFO - Epoch [97][1800/1879] lr: 6.913e-02, eta: 3 days, 2:16:43, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6750, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3956 2021-07-09 18:27:22,433 - mmaction - INFO - Epoch [97][1820/1879] lr: 6.913e-02, eta: 3 days, 2:16:24, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6282, loss: 2.6282, grad_norm: 2.3924 2021-07-09 18:27:39,452 - mmaction - INFO - Epoch [97][1840/1879] lr: 6.913e-02, eta: 3 days, 2:16:05, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6551, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.4059 2021-07-09 18:27:56,590 - mmaction - INFO - Epoch [97][1860/1879] lr: 6.913e-02, eta: 3 days, 2:15:45, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6516, loss_cls: 2.7186, loss: 2.7186, grad_norm: 2.3897 2021-07-09 18:28:24,850 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 18:28:24,857 - mmaction - INFO - 106 BN found 2021-07-09 18:33:04,023 - mmaction - INFO - BN stats updated 2021-07-09 18:35:23,256 - mmaction - INFO - Epoch [98][20/1879] lr: 6.857e-02, eta: 3 days, 2:17:58, time: 6.859, data_time: 5.864, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6559, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.4460 2021-07-09 18:35:39,869 - mmaction - INFO - Epoch [98][40/1879] lr: 6.857e-02, eta: 3 days, 2:17:38, time: 0.831, data_time: 0.007, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6770, loss_cls: 2.5877, loss: 2.5877, grad_norm: 2.3926 2021-07-09 18:35:56,248 - mmaction - INFO - Epoch [98][60/1879] lr: 6.857e-02, eta: 3 days, 2:17:18, time: 0.819, data_time: 0.002, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6691, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.3485 2021-07-09 18:36:12,844 - mmaction - INFO - Epoch [98][80/1879] lr: 6.857e-02, eta: 3 days, 2:16:58, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6582, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.4603 2021-07-09 18:36:29,442 - mmaction - INFO - Epoch [98][100/1879] lr: 6.857e-02, eta: 3 days, 2:16:38, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6781, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.3953 2021-07-09 18:36:46,145 - mmaction - INFO - Epoch [98][120/1879] lr: 6.857e-02, eta: 3 days, 2:16:18, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6797, loss_cls: 2.5917, loss: 2.5917, grad_norm: 2.4288 2021-07-09 18:37:02,839 - mmaction - INFO - Epoch [98][140/1879] lr: 6.857e-02, eta: 3 days, 2:15:58, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6457, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.4116 2021-07-09 18:37:19,689 - mmaction - INFO - Epoch [98][160/1879] lr: 6.857e-02, eta: 3 days, 2:15:38, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6676, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.3340 2021-07-09 18:37:36,433 - mmaction - INFO - Epoch [98][180/1879] lr: 6.857e-02, eta: 3 days, 2:15:18, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6699, loss_cls: 2.5560, loss: 2.5560, grad_norm: 2.3913 2021-07-09 18:37:53,407 - mmaction - INFO - Epoch [98][200/1879] lr: 6.857e-02, eta: 3 days, 2:14:59, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6555, loss_cls: 2.6168, loss: 2.6168, grad_norm: 2.3881 2021-07-09 18:38:10,347 - mmaction - INFO - Epoch [98][220/1879] lr: 6.857e-02, eta: 3 days, 2:14:39, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6684, loss_cls: 2.6154, loss: 2.6154, grad_norm: 2.4332 2021-07-09 18:38:27,188 - mmaction - INFO - Epoch [98][240/1879] lr: 6.857e-02, eta: 3 days, 2:14:20, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6465, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.4062 2021-07-09 18:38:44,279 - mmaction - INFO - Epoch [98][260/1879] lr: 6.857e-02, eta: 3 days, 2:14:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.5651, loss: 2.5651, grad_norm: 2.3332 2021-07-09 18:39:01,149 - mmaction - INFO - Epoch [98][280/1879] lr: 6.857e-02, eta: 3 days, 2:13:41, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6605, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.4483 2021-07-09 18:39:18,139 - mmaction - INFO - Epoch [98][300/1879] lr: 6.857e-02, eta: 3 days, 2:13:22, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6527, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.4166 2021-07-09 18:39:35,162 - mmaction - INFO - Epoch [98][320/1879] lr: 6.857e-02, eta: 3 days, 2:13:02, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6773, loss_cls: 2.6002, loss: 2.6002, grad_norm: 2.3669 2021-07-09 18:39:52,065 - mmaction - INFO - Epoch [98][340/1879] lr: 6.857e-02, eta: 3 days, 2:12:43, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6551, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.3880 2021-07-09 18:40:08,941 - mmaction - INFO - Epoch [98][360/1879] lr: 6.857e-02, eta: 3 days, 2:12:23, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6609, loss_cls: 2.6320, loss: 2.6320, grad_norm: 2.3515 2021-07-09 18:40:26,009 - mmaction - INFO - Epoch [98][380/1879] lr: 6.857e-02, eta: 3 days, 2:12:04, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6453, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.4587 2021-07-09 18:40:42,886 - mmaction - INFO - Epoch [98][400/1879] lr: 6.857e-02, eta: 3 days, 2:11:44, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6582, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.4121 2021-07-09 18:40:59,939 - mmaction - INFO - Epoch [98][420/1879] lr: 6.857e-02, eta: 3 days, 2:11:25, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6496, loss_cls: 2.6900, loss: 2.6900, grad_norm: 2.4628 2021-07-09 18:41:16,822 - mmaction - INFO - Epoch [98][440/1879] lr: 6.857e-02, eta: 3 days, 2:11:05, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6828, loss_cls: 2.5267, loss: 2.5267, grad_norm: 2.3564 2021-07-09 18:41:33,961 - mmaction - INFO - Epoch [98][460/1879] lr: 6.857e-02, eta: 3 days, 2:10:46, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6621, loss_cls: 2.6626, loss: 2.6626, grad_norm: 2.3565 2021-07-09 18:41:50,923 - mmaction - INFO - Epoch [98][480/1879] lr: 6.857e-02, eta: 3 days, 2:10:27, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6691, loss_cls: 2.5756, loss: 2.5756, grad_norm: 2.3196 2021-07-09 18:42:08,033 - mmaction - INFO - Epoch [98][500/1879] lr: 6.857e-02, eta: 3 days, 2:10:07, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6441, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.3811 2021-07-09 18:42:24,902 - mmaction - INFO - Epoch [98][520/1879] lr: 6.857e-02, eta: 3 days, 2:09:48, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6855, loss_cls: 2.5112, loss: 2.5112, grad_norm: 2.3340 2021-07-09 18:42:42,040 - mmaction - INFO - Epoch [98][540/1879] lr: 6.857e-02, eta: 3 days, 2:09:29, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6691, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.3606 2021-07-09 18:42:59,039 - mmaction - INFO - Epoch [98][560/1879] lr: 6.857e-02, eta: 3 days, 2:09:09, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6727, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.4050 2021-07-09 18:43:15,959 - mmaction - INFO - Epoch [98][580/1879] lr: 6.857e-02, eta: 3 days, 2:08:50, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6855, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.4156 2021-07-09 18:43:33,080 - mmaction - INFO - Epoch [98][600/1879] lr: 6.857e-02, eta: 3 days, 2:08:31, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6613, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.4275 2021-07-09 18:43:50,049 - mmaction - INFO - Epoch [98][620/1879] lr: 6.857e-02, eta: 3 days, 2:08:11, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6750, loss_cls: 2.5746, loss: 2.5746, grad_norm: 2.4056 2021-07-09 18:44:06,980 - mmaction - INFO - Epoch [98][640/1879] lr: 6.857e-02, eta: 3 days, 2:07:52, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6488, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.5023 2021-07-09 18:44:23,942 - mmaction - INFO - Epoch [98][660/1879] lr: 6.857e-02, eta: 3 days, 2:07:32, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6660, loss_cls: 2.5801, loss: 2.5801, grad_norm: 2.3809 2021-07-09 18:44:41,069 - mmaction - INFO - Epoch [98][680/1879] lr: 6.857e-02, eta: 3 days, 2:07:13, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6621, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.4074 2021-07-09 18:44:58,196 - mmaction - INFO - Epoch [98][700/1879] lr: 6.857e-02, eta: 3 days, 2:06:54, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6645, loss_cls: 2.6445, loss: 2.6445, grad_norm: 2.4116 2021-07-09 18:45:15,359 - mmaction - INFO - Epoch [98][720/1879] lr: 6.857e-02, eta: 3 days, 2:06:35, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6559, loss_cls: 2.6354, loss: 2.6354, grad_norm: 2.4216 2021-07-09 18:45:32,317 - mmaction - INFO - Epoch [98][740/1879] lr: 6.857e-02, eta: 3 days, 2:06:15, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6602, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.4069 2021-07-09 18:45:49,315 - mmaction - INFO - Epoch [98][760/1879] lr: 6.857e-02, eta: 3 days, 2:05:56, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6582, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.3756 2021-07-09 18:46:06,500 - mmaction - INFO - Epoch [98][780/1879] lr: 6.857e-02, eta: 3 days, 2:05:37, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6578, loss_cls: 2.6287, loss: 2.6287, grad_norm: 2.3285 2021-07-09 18:46:23,514 - mmaction - INFO - Epoch [98][800/1879] lr: 6.857e-02, eta: 3 days, 2:05:18, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6711, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.3692 2021-07-09 18:46:40,546 - mmaction - INFO - Epoch [98][820/1879] lr: 6.857e-02, eta: 3 days, 2:04:58, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6371, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.4052 2021-07-09 18:46:57,571 - mmaction - INFO - Epoch [98][840/1879] lr: 6.857e-02, eta: 3 days, 2:04:39, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6516, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.3728 2021-07-09 18:47:14,630 - mmaction - INFO - Epoch [98][860/1879] lr: 6.857e-02, eta: 3 days, 2:04:20, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6590, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.4012 2021-07-09 18:47:31,508 - mmaction - INFO - Epoch [98][880/1879] lr: 6.857e-02, eta: 3 days, 2:04:00, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6613, loss_cls: 2.6082, loss: 2.6082, grad_norm: 2.3678 2021-07-09 18:47:48,680 - mmaction - INFO - Epoch [98][900/1879] lr: 6.857e-02, eta: 3 days, 2:03:41, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6762, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.4188 2021-07-09 18:48:05,708 - mmaction - INFO - Epoch [98][920/1879] lr: 6.857e-02, eta: 3 days, 2:03:22, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6727, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.3951 2021-07-09 18:48:22,883 - mmaction - INFO - Epoch [98][940/1879] lr: 6.857e-02, eta: 3 days, 2:03:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6660, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.4796 2021-07-09 18:48:39,768 - mmaction - INFO - Epoch [98][960/1879] lr: 6.857e-02, eta: 3 days, 2:02:43, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6723, loss_cls: 2.6020, loss: 2.6020, grad_norm: 2.3938 2021-07-09 18:48:56,871 - mmaction - INFO - Epoch [98][980/1879] lr: 6.857e-02, eta: 3 days, 2:02:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.3894 2021-07-09 18:49:14,050 - mmaction - INFO - Epoch [98][1000/1879] lr: 6.857e-02, eta: 3 days, 2:02:05, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6742, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.3790 2021-07-09 18:49:31,154 - mmaction - INFO - Epoch [98][1020/1879] lr: 6.857e-02, eta: 3 days, 2:01:46, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.4379 2021-07-09 18:49:48,298 - mmaction - INFO - Epoch [98][1040/1879] lr: 6.857e-02, eta: 3 days, 2:01:27, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.3591 2021-07-09 18:50:05,472 - mmaction - INFO - Epoch [98][1060/1879] lr: 6.857e-02, eta: 3 days, 2:01:07, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6676, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.3339 2021-07-09 18:50:22,421 - mmaction - INFO - Epoch [98][1080/1879] lr: 6.857e-02, eta: 3 days, 2:00:48, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6547, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.4037 2021-07-09 18:50:39,730 - mmaction - INFO - Epoch [98][1100/1879] lr: 6.857e-02, eta: 3 days, 2:00:29, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6652, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.3967 2021-07-09 18:50:56,770 - mmaction - INFO - Epoch [98][1120/1879] lr: 6.857e-02, eta: 3 days, 2:00:10, time: 0.856, data_time: 0.010, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6887, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.3494 2021-07-09 18:51:13,963 - mmaction - INFO - Epoch [98][1140/1879] lr: 6.857e-02, eta: 3 days, 1:59:51, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6668, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.3921 2021-07-09 18:51:30,971 - mmaction - INFO - Epoch [98][1160/1879] lr: 6.857e-02, eta: 3 days, 1:59:31, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6672, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.4344 2021-07-09 18:51:48,118 - mmaction - INFO - Epoch [98][1180/1879] lr: 6.857e-02, eta: 3 days, 1:59:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.4057 2021-07-09 18:52:05,183 - mmaction - INFO - Epoch [98][1200/1879] lr: 6.857e-02, eta: 3 days, 1:58:53, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6641, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.3213 2021-07-09 18:52:22,315 - mmaction - INFO - Epoch [98][1220/1879] lr: 6.857e-02, eta: 3 days, 1:58:34, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6754, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.3557 2021-07-09 18:52:39,317 - mmaction - INFO - Epoch [98][1240/1879] lr: 6.857e-02, eta: 3 days, 1:58:15, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6473, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.4727 2021-07-09 18:52:56,451 - mmaction - INFO - Epoch [98][1260/1879] lr: 6.857e-02, eta: 3 days, 1:57:55, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6602, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.4312 2021-07-09 18:53:13,436 - mmaction - INFO - Epoch [98][1280/1879] lr: 6.857e-02, eta: 3 days, 1:57:36, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6766, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.3863 2021-07-09 18:53:30,624 - mmaction - INFO - Epoch [98][1300/1879] lr: 6.857e-02, eta: 3 days, 1:57:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6687, loss_cls: 2.5917, loss: 2.5917, grad_norm: 2.4304 2021-07-09 18:53:47,630 - mmaction - INFO - Epoch [98][1320/1879] lr: 6.857e-02, eta: 3 days, 1:56:58, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6523, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.4332 2021-07-09 18:54:04,766 - mmaction - INFO - Epoch [98][1340/1879] lr: 6.857e-02, eta: 3 days, 1:56:38, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6609, loss_cls: 2.5866, loss: 2.5866, grad_norm: 2.3593 2021-07-09 18:54:21,805 - mmaction - INFO - Epoch [98][1360/1879] lr: 6.857e-02, eta: 3 days, 1:56:19, time: 0.856, data_time: 0.008, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6555, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.4556 2021-07-09 18:54:38,900 - mmaction - INFO - Epoch [98][1380/1879] lr: 6.857e-02, eta: 3 days, 1:56:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6551, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.3880 2021-07-09 18:54:56,169 - mmaction - INFO - Epoch [98][1400/1879] lr: 6.857e-02, eta: 3 days, 1:55:41, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6680, loss_cls: 2.5806, loss: 2.5806, grad_norm: 2.3456 2021-07-09 18:55:13,148 - mmaction - INFO - Epoch [98][1420/1879] lr: 6.857e-02, eta: 3 days, 1:55:22, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.4093 2021-07-09 18:55:30,235 - mmaction - INFO - Epoch [98][1440/1879] lr: 6.857e-02, eta: 3 days, 1:55:02, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6711, loss_cls: 2.5591, loss: 2.5591, grad_norm: 2.3531 2021-07-09 18:55:47,173 - mmaction - INFO - Epoch [98][1460/1879] lr: 6.857e-02, eta: 3 days, 1:54:43, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6645, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.3605 2021-07-09 18:56:04,309 - mmaction - INFO - Epoch [98][1480/1879] lr: 6.857e-02, eta: 3 days, 1:54:24, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6488, loss_cls: 2.7003, loss: 2.7003, grad_norm: 2.3934 2021-07-09 18:56:21,368 - mmaction - INFO - Epoch [98][1500/1879] lr: 6.857e-02, eta: 3 days, 1:54:05, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6465, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.3823 2021-07-09 18:56:38,498 - mmaction - INFO - Epoch [98][1520/1879] lr: 6.857e-02, eta: 3 days, 1:53:45, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.3871 2021-07-09 18:56:55,422 - mmaction - INFO - Epoch [98][1540/1879] lr: 6.857e-02, eta: 3 days, 1:53:26, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6625, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.3335 2021-07-09 18:57:12,561 - mmaction - INFO - Epoch [98][1560/1879] lr: 6.857e-02, eta: 3 days, 1:53:07, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6570, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.4363 2021-07-09 18:57:29,448 - mmaction - INFO - Epoch [98][1580/1879] lr: 6.857e-02, eta: 3 days, 1:52:47, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.6031, loss: 2.6031, grad_norm: 2.4017 2021-07-09 18:57:46,531 - mmaction - INFO - Epoch [98][1600/1879] lr: 6.857e-02, eta: 3 days, 1:52:28, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6633, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.3721 2021-07-09 18:58:03,608 - mmaction - INFO - Epoch [98][1620/1879] lr: 6.857e-02, eta: 3 days, 1:52:09, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5533, loss: 2.5533, grad_norm: 2.4353 2021-07-09 18:58:20,586 - mmaction - INFO - Epoch [98][1640/1879] lr: 6.857e-02, eta: 3 days, 1:51:49, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6477, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.4062 2021-07-09 18:58:37,675 - mmaction - INFO - Epoch [98][1660/1879] lr: 6.857e-02, eta: 3 days, 1:51:30, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6723, loss_cls: 2.5918, loss: 2.5918, grad_norm: 2.4164 2021-07-09 18:58:54,808 - mmaction - INFO - Epoch [98][1680/1879] lr: 6.857e-02, eta: 3 days, 1:51:11, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6273, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.4238 2021-07-09 18:59:11,870 - mmaction - INFO - Epoch [98][1700/1879] lr: 6.857e-02, eta: 3 days, 1:50:52, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.4012 2021-07-09 18:59:29,089 - mmaction - INFO - Epoch [98][1720/1879] lr: 6.857e-02, eta: 3 days, 1:50:33, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6652, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.3720 2021-07-09 18:59:46,194 - mmaction - INFO - Epoch [98][1740/1879] lr: 6.857e-02, eta: 3 days, 1:50:14, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6719, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.3637 2021-07-09 19:00:03,261 - mmaction - INFO - Epoch [98][1760/1879] lr: 6.857e-02, eta: 3 days, 1:49:54, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6781, loss_cls: 2.5605, loss: 2.5605, grad_norm: 2.3644 2021-07-09 19:00:20,422 - mmaction - INFO - Epoch [98][1780/1879] lr: 6.857e-02, eta: 3 days, 1:49:35, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.3770 2021-07-09 19:00:37,525 - mmaction - INFO - Epoch [98][1800/1879] lr: 6.857e-02, eta: 3 days, 1:49:16, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6617, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.3978 2021-07-09 19:00:54,523 - mmaction - INFO - Epoch [98][1820/1879] lr: 6.857e-02, eta: 3 days, 1:48:57, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6605, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.4318 2021-07-09 19:01:11,704 - mmaction - INFO - Epoch [98][1840/1879] lr: 6.857e-02, eta: 3 days, 1:48:38, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6656, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.4344 2021-07-09 19:01:28,782 - mmaction - INFO - Epoch [98][1860/1879] lr: 6.857e-02, eta: 3 days, 1:48:19, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6547, loss_cls: 2.6574, loss: 2.6574, grad_norm: 2.3881 2021-07-09 19:01:53,640 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 19:01:53,644 - mmaction - INFO - 106 BN found 2021-07-09 19:06:32,055 - mmaction - INFO - BN stats updated 2021-07-09 19:08:44,046 - mmaction - INFO - Epoch [99][20/1879] lr: 6.799e-02, eta: 3 days, 1:50:17, time: 6.497, data_time: 5.661, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6473, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.3905 2021-07-09 19:09:00,626 - mmaction - INFO - Epoch [99][40/1879] lr: 6.799e-02, eta: 3 days, 1:49:57, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6602, loss_cls: 2.6089, loss: 2.6089, grad_norm: 2.3443 2021-07-09 19:09:17,065 - mmaction - INFO - Epoch [99][60/1879] lr: 6.799e-02, eta: 3 days, 1:49:36, time: 0.820, data_time: 0.001, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.3380 2021-07-09 19:09:33,668 - mmaction - INFO - Epoch [99][80/1879] lr: 6.799e-02, eta: 3 days, 1:49:17, time: 0.831, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6766, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.4339 2021-07-09 19:09:50,217 - mmaction - INFO - Epoch [99][100/1879] lr: 6.799e-02, eta: 3 days, 1:48:56, time: 0.827, data_time: 0.001, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6699, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.3517 2021-07-09 19:10:06,957 - mmaction - INFO - Epoch [99][120/1879] lr: 6.799e-02, eta: 3 days, 1:48:37, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6531, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.4379 2021-07-09 19:10:23,642 - mmaction - INFO - Epoch [99][140/1879] lr: 6.799e-02, eta: 3 days, 1:48:17, time: 0.833, data_time: 0.001, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6801, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.3983 2021-07-09 19:10:40,414 - mmaction - INFO - Epoch [99][160/1879] lr: 6.799e-02, eta: 3 days, 1:47:57, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6777, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.3653 2021-07-09 19:10:57,270 - mmaction - INFO - Epoch [99][180/1879] lr: 6.799e-02, eta: 3 days, 1:47:37, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6762, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.4048 2021-07-09 19:11:14,118 - mmaction - INFO - Epoch [99][200/1879] lr: 6.799e-02, eta: 3 days, 1:47:18, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6719, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.4223 2021-07-09 19:11:31,174 - mmaction - INFO - Epoch [99][220/1879] lr: 6.799e-02, eta: 3 days, 1:46:58, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6770, loss_cls: 2.5086, loss: 2.5086, grad_norm: 2.3792 2021-07-09 19:11:48,114 - mmaction - INFO - Epoch [99][240/1879] lr: 6.799e-02, eta: 3 days, 1:46:39, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6645, loss_cls: 2.6065, loss: 2.6065, grad_norm: 2.4229 2021-07-09 19:12:05,127 - mmaction - INFO - Epoch [99][260/1879] lr: 6.799e-02, eta: 3 days, 1:46:20, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6527, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.2809 2021-07-09 19:12:22,158 - mmaction - INFO - Epoch [99][280/1879] lr: 6.799e-02, eta: 3 days, 1:46:00, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6719, loss_cls: 2.5240, loss: 2.5240, grad_norm: 2.3676 2021-07-09 19:12:39,145 - mmaction - INFO - Epoch [99][300/1879] lr: 6.799e-02, eta: 3 days, 1:45:41, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6613, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.4156 2021-07-09 19:12:56,159 - mmaction - INFO - Epoch [99][320/1879] lr: 6.799e-02, eta: 3 days, 1:45:22, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6449, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.4011 2021-07-09 19:13:13,129 - mmaction - INFO - Epoch [99][340/1879] lr: 6.799e-02, eta: 3 days, 1:45:02, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6750, loss_cls: 2.5689, loss: 2.5689, grad_norm: 2.3703 2021-07-09 19:13:30,204 - mmaction - INFO - Epoch [99][360/1879] lr: 6.799e-02, eta: 3 days, 1:44:43, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6715, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.4141 2021-07-09 19:13:47,201 - mmaction - INFO - Epoch [99][380/1879] lr: 6.799e-02, eta: 3 days, 1:44:24, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6574, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.4144 2021-07-09 19:14:04,340 - mmaction - INFO - Epoch [99][400/1879] lr: 6.799e-02, eta: 3 days, 1:44:05, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6480, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.3959 2021-07-09 19:14:21,350 - mmaction - INFO - Epoch [99][420/1879] lr: 6.799e-02, eta: 3 days, 1:43:45, time: 0.851, data_time: 0.000, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6605, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.3745 2021-07-09 19:14:38,359 - mmaction - INFO - Epoch [99][440/1879] lr: 6.799e-02, eta: 3 days, 1:43:26, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.3768 2021-07-09 19:14:55,314 - mmaction - INFO - Epoch [99][460/1879] lr: 6.799e-02, eta: 3 days, 1:43:06, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.6400, loss: 2.6400, grad_norm: 2.4104 2021-07-09 19:15:12,279 - mmaction - INFO - Epoch [99][480/1879] lr: 6.799e-02, eta: 3 days, 1:42:47, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.3938 2021-07-09 19:15:29,305 - mmaction - INFO - Epoch [99][500/1879] lr: 6.799e-02, eta: 3 days, 1:42:28, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6758, loss_cls: 2.5895, loss: 2.5895, grad_norm: 2.4277 2021-07-09 19:15:46,341 - mmaction - INFO - Epoch [99][520/1879] lr: 6.799e-02, eta: 3 days, 1:42:08, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6727, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3967 2021-07-09 19:16:03,645 - mmaction - INFO - Epoch [99][540/1879] lr: 6.799e-02, eta: 3 days, 1:41:49, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6715, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.3864 2021-07-09 19:16:20,780 - mmaction - INFO - Epoch [99][560/1879] lr: 6.799e-02, eta: 3 days, 1:41:30, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6656, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.4255 2021-07-09 19:16:37,839 - mmaction - INFO - Epoch [99][580/1879] lr: 6.799e-02, eta: 3 days, 1:41:11, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6738, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.3912 2021-07-09 19:16:54,893 - mmaction - INFO - Epoch [99][600/1879] lr: 6.799e-02, eta: 3 days, 1:40:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6813, loss_cls: 2.5510, loss: 2.5510, grad_norm: 2.3687 2021-07-09 19:17:11,649 - mmaction - INFO - Epoch [99][620/1879] lr: 6.799e-02, eta: 3 days, 1:40:32, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6543, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.4002 2021-07-09 19:17:28,633 - mmaction - INFO - Epoch [99][640/1879] lr: 6.799e-02, eta: 3 days, 1:40:13, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6609, loss_cls: 2.6190, loss: 2.6190, grad_norm: 2.4240 2021-07-09 19:17:45,852 - mmaction - INFO - Epoch [99][660/1879] lr: 6.799e-02, eta: 3 days, 1:39:54, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6664, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.3949 2021-07-09 19:18:02,872 - mmaction - INFO - Epoch [99][680/1879] lr: 6.799e-02, eta: 3 days, 1:39:34, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6687, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.3586 2021-07-09 19:18:20,115 - mmaction - INFO - Epoch [99][700/1879] lr: 6.799e-02, eta: 3 days, 1:39:15, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.3641 2021-07-09 19:18:37,166 - mmaction - INFO - Epoch [99][720/1879] lr: 6.799e-02, eta: 3 days, 1:38:56, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.3941 2021-07-09 19:18:54,336 - mmaction - INFO - Epoch [99][740/1879] lr: 6.799e-02, eta: 3 days, 1:38:37, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6828, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.3977 2021-07-09 19:19:11,323 - mmaction - INFO - Epoch [99][760/1879] lr: 6.799e-02, eta: 3 days, 1:38:18, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6566, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.4011 2021-07-09 19:19:28,484 - mmaction - INFO - Epoch [99][780/1879] lr: 6.799e-02, eta: 3 days, 1:37:59, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6613, loss_cls: 2.5844, loss: 2.5844, grad_norm: 2.4145 2021-07-09 19:19:45,474 - mmaction - INFO - Epoch [99][800/1879] lr: 6.799e-02, eta: 3 days, 1:37:39, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.4583 2021-07-09 19:20:02,541 - mmaction - INFO - Epoch [99][820/1879] lr: 6.799e-02, eta: 3 days, 1:37:20, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6848, loss_cls: 2.5173, loss: 2.5173, grad_norm: 2.3289 2021-07-09 19:20:19,500 - mmaction - INFO - Epoch [99][840/1879] lr: 6.799e-02, eta: 3 days, 1:37:00, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6512, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.4257 2021-07-09 19:20:36,697 - mmaction - INFO - Epoch [99][860/1879] lr: 6.799e-02, eta: 3 days, 1:36:41, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6418, loss_cls: 2.6843, loss: 2.6843, grad_norm: 2.3931 2021-07-09 19:20:53,743 - mmaction - INFO - Epoch [99][880/1879] lr: 6.799e-02, eta: 3 days, 1:36:22, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6520, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.4359 2021-07-09 19:21:10,945 - mmaction - INFO - Epoch [99][900/1879] lr: 6.799e-02, eta: 3 days, 1:36:03, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6527, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.3862 2021-07-09 19:21:27,854 - mmaction - INFO - Epoch [99][920/1879] lr: 6.799e-02, eta: 3 days, 1:35:44, time: 0.849, data_time: 0.007, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6582, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.3388 2021-07-09 19:21:44,980 - mmaction - INFO - Epoch [99][940/1879] lr: 6.799e-02, eta: 3 days, 1:35:25, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6660, loss_cls: 2.5946, loss: 2.5946, grad_norm: 2.4224 2021-07-09 19:22:02,147 - mmaction - INFO - Epoch [99][960/1879] lr: 6.799e-02, eta: 3 days, 1:35:05, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6687, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.4363 2021-07-09 19:22:19,054 - mmaction - INFO - Epoch [99][980/1879] lr: 6.799e-02, eta: 3 days, 1:34:46, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.3713 2021-07-09 19:22:36,233 - mmaction - INFO - Epoch [99][1000/1879] lr: 6.799e-02, eta: 3 days, 1:34:27, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.4127 2021-07-09 19:22:53,304 - mmaction - INFO - Epoch [99][1020/1879] lr: 6.799e-02, eta: 3 days, 1:34:08, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6672, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.4012 2021-07-09 19:23:10,416 - mmaction - INFO - Epoch [99][1040/1879] lr: 6.799e-02, eta: 3 days, 1:33:48, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6652, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.3700 2021-07-09 19:23:27,353 - mmaction - INFO - Epoch [99][1060/1879] lr: 6.799e-02, eta: 3 days, 1:33:29, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6551, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.4312 2021-07-09 19:23:44,450 - mmaction - INFO - Epoch [99][1080/1879] lr: 6.799e-02, eta: 3 days, 1:33:10, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6699, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.4427 2021-07-09 19:24:01,421 - mmaction - INFO - Epoch [99][1100/1879] lr: 6.799e-02, eta: 3 days, 1:32:50, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6629, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.4254 2021-07-09 19:24:18,570 - mmaction - INFO - Epoch [99][1120/1879] lr: 6.799e-02, eta: 3 days, 1:32:31, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6512, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.4395 2021-07-09 19:24:35,650 - mmaction - INFO - Epoch [99][1140/1879] lr: 6.799e-02, eta: 3 days, 1:32:12, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6703, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.4110 2021-07-09 19:24:52,589 - mmaction - INFO - Epoch [99][1160/1879] lr: 6.799e-02, eta: 3 days, 1:31:53, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6703, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.4076 2021-07-09 19:25:09,680 - mmaction - INFO - Epoch [99][1180/1879] lr: 6.799e-02, eta: 3 days, 1:31:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6605, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.3860 2021-07-09 19:25:26,754 - mmaction - INFO - Epoch [99][1200/1879] lr: 6.799e-02, eta: 3 days, 1:31:14, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.4498 2021-07-09 19:25:43,857 - mmaction - INFO - Epoch [99][1220/1879] lr: 6.799e-02, eta: 3 days, 1:30:55, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.6001, loss: 2.6001, grad_norm: 2.3751 2021-07-09 19:26:00,996 - mmaction - INFO - Epoch [99][1240/1879] lr: 6.799e-02, eta: 3 days, 1:30:36, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.3762 2021-07-09 19:26:17,954 - mmaction - INFO - Epoch [99][1260/1879] lr: 6.799e-02, eta: 3 days, 1:30:17, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6625, loss_cls: 2.5670, loss: 2.5670, grad_norm: 2.3835 2021-07-09 19:26:35,096 - mmaction - INFO - Epoch [99][1280/1879] lr: 6.799e-02, eta: 3 days, 1:29:57, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6527, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.4230 2021-07-09 19:26:52,022 - mmaction - INFO - Epoch [99][1300/1879] lr: 6.799e-02, eta: 3 days, 1:29:38, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.3798 2021-07-09 19:27:09,046 - mmaction - INFO - Epoch [99][1320/1879] lr: 6.799e-02, eta: 3 days, 1:29:19, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6582, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.3311 2021-07-09 19:27:26,244 - mmaction - INFO - Epoch [99][1340/1879] lr: 6.799e-02, eta: 3 days, 1:29:00, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6887, loss_cls: 2.5142, loss: 2.5142, grad_norm: 2.3441 2021-07-09 19:27:43,430 - mmaction - INFO - Epoch [99][1360/1879] lr: 6.799e-02, eta: 3 days, 1:28:41, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6754, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.4209 2021-07-09 19:28:00,407 - mmaction - INFO - Epoch [99][1380/1879] lr: 6.799e-02, eta: 3 days, 1:28:21, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6660, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.3590 2021-07-09 19:28:17,535 - mmaction - INFO - Epoch [99][1400/1879] lr: 6.799e-02, eta: 3 days, 1:28:02, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6621, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.4280 2021-07-09 19:28:34,431 - mmaction - INFO - Epoch [99][1420/1879] lr: 6.799e-02, eta: 3 days, 1:27:43, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6691, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.3803 2021-07-09 19:28:51,693 - mmaction - INFO - Epoch [99][1440/1879] lr: 6.799e-02, eta: 3 days, 1:27:24, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6605, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.4088 2021-07-09 19:29:08,599 - mmaction - INFO - Epoch [99][1460/1879] lr: 6.799e-02, eta: 3 days, 1:27:04, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.3600 2021-07-09 19:29:25,795 - mmaction - INFO - Epoch [99][1480/1879] lr: 6.799e-02, eta: 3 days, 1:26:45, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6602, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.4000 2021-07-09 19:29:42,673 - mmaction - INFO - Epoch [99][1500/1879] lr: 6.799e-02, eta: 3 days, 1:26:26, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6586, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.4022 2021-07-09 19:29:59,811 - mmaction - INFO - Epoch [99][1520/1879] lr: 6.799e-02, eta: 3 days, 1:26:06, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6609, loss_cls: 2.6252, loss: 2.6252, grad_norm: 2.3676 2021-07-09 19:30:16,738 - mmaction - INFO - Epoch [99][1540/1879] lr: 6.799e-02, eta: 3 days, 1:25:47, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6637, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.3869 2021-07-09 19:30:33,926 - mmaction - INFO - Epoch [99][1560/1879] lr: 6.799e-02, eta: 3 days, 1:25:28, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.3433 2021-07-09 19:30:50,976 - mmaction - INFO - Epoch [99][1580/1879] lr: 6.799e-02, eta: 3 days, 1:25:09, time: 0.851, data_time: 0.000, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6816, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.2798 2021-07-09 19:31:08,062 - mmaction - INFO - Epoch [99][1600/1879] lr: 6.799e-02, eta: 3 days, 1:24:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6637, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.4258 2021-07-09 19:31:24,986 - mmaction - INFO - Epoch [99][1620/1879] lr: 6.799e-02, eta: 3 days, 1:24:30, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6660, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.4316 2021-07-09 19:31:42,020 - mmaction - INFO - Epoch [99][1640/1879] lr: 6.799e-02, eta: 3 days, 1:24:11, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6652, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.3915 2021-07-09 19:31:59,055 - mmaction - INFO - Epoch [99][1660/1879] lr: 6.799e-02, eta: 3 days, 1:23:52, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6555, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.4356 2021-07-09 19:32:16,175 - mmaction - INFO - Epoch [99][1680/1879] lr: 6.799e-02, eta: 3 days, 1:23:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.3658 2021-07-09 19:32:33,157 - mmaction - INFO - Epoch [99][1700/1879] lr: 6.799e-02, eta: 3 days, 1:23:13, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6652, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.3688 2021-07-09 19:32:50,291 - mmaction - INFO - Epoch [99][1720/1879] lr: 6.799e-02, eta: 3 days, 1:22:54, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6438, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.4883 2021-07-09 19:33:07,301 - mmaction - INFO - Epoch [99][1740/1879] lr: 6.799e-02, eta: 3 days, 1:22:35, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6402, loss_cls: 2.6769, loss: 2.6769, grad_norm: 2.3843 2021-07-09 19:33:24,445 - mmaction - INFO - Epoch [99][1760/1879] lr: 6.799e-02, eta: 3 days, 1:22:15, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.3883 2021-07-09 19:33:41,477 - mmaction - INFO - Epoch [99][1780/1879] lr: 6.799e-02, eta: 3 days, 1:21:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6625, loss_cls: 2.6381, loss: 2.6381, grad_norm: 2.4135 2021-07-09 19:33:58,697 - mmaction - INFO - Epoch [99][1800/1879] lr: 6.799e-02, eta: 3 days, 1:21:37, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6504, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.3654 2021-07-09 19:34:15,777 - mmaction - INFO - Epoch [99][1820/1879] lr: 6.799e-02, eta: 3 days, 1:21:18, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6707, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.3976 2021-07-09 19:34:32,758 - mmaction - INFO - Epoch [99][1840/1879] lr: 6.799e-02, eta: 3 days, 1:20:59, time: 0.855, data_time: 0.009, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6844, loss_cls: 2.5450, loss: 2.5450, grad_norm: 2.4436 2021-07-09 19:34:49,896 - mmaction - INFO - Epoch [99][1860/1879] lr: 6.799e-02, eta: 3 days, 1:20:40, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6508, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.4505 2021-07-09 19:35:16,294 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 19:35:16,300 - mmaction - INFO - 106 BN found 2021-07-09 19:39:55,487 - mmaction - INFO - BN stats updated 2021-07-09 19:41:55,493 - mmaction - INFO - Epoch [100][20/1879] lr: 6.742e-02, eta: 3 days, 1:22:16, time: 5.896, data_time: 5.028, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6574, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.3878 2021-07-09 19:42:12,125 - mmaction - INFO - Epoch [100][40/1879] lr: 6.742e-02, eta: 3 days, 1:21:56, time: 0.831, data_time: 0.009, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6801, loss_cls: 2.5199, loss: 2.5199, grad_norm: 2.3982 2021-07-09 19:42:28,610 - mmaction - INFO - Epoch [100][60/1879] lr: 6.742e-02, eta: 3 days, 1:21:36, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.4435 2021-07-09 19:42:45,117 - mmaction - INFO - Epoch [100][80/1879] lr: 6.742e-02, eta: 3 days, 1:21:16, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6664, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.4048 2021-07-09 19:43:01,638 - mmaction - INFO - Epoch [100][100/1879] lr: 6.742e-02, eta: 3 days, 1:20:56, time: 0.823, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6566, loss_cls: 2.6541, loss: 2.6541, grad_norm: 2.4501 2021-07-09 19:43:18,391 - mmaction - INFO - Epoch [100][120/1879] lr: 6.742e-02, eta: 3 days, 1:20:36, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.4214 2021-07-09 19:43:35,177 - mmaction - INFO - Epoch [100][140/1879] lr: 6.742e-02, eta: 3 days, 1:20:17, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6668, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.4105 2021-07-09 19:43:51,772 - mmaction - INFO - Epoch [100][160/1879] lr: 6.742e-02, eta: 3 days, 1:19:57, time: 0.829, data_time: 0.000, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6723, loss_cls: 2.6158, loss: 2.6158, grad_norm: 2.4252 2021-07-09 19:44:08,611 - mmaction - INFO - Epoch [100][180/1879] lr: 6.742e-02, eta: 3 days, 1:19:37, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6777, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.4050 2021-07-09 19:44:25,381 - mmaction - INFO - Epoch [100][200/1879] lr: 6.742e-02, eta: 3 days, 1:19:17, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6645, loss_cls: 2.6065, loss: 2.6065, grad_norm: 2.4215 2021-07-09 19:44:42,294 - mmaction - INFO - Epoch [100][220/1879] lr: 6.742e-02, eta: 3 days, 1:18:58, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6785, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.3948 2021-07-09 19:44:59,107 - mmaction - INFO - Epoch [100][240/1879] lr: 6.742e-02, eta: 3 days, 1:18:38, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6676, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.3857 2021-07-09 19:45:16,151 - mmaction - INFO - Epoch [100][260/1879] lr: 6.742e-02, eta: 3 days, 1:18:19, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.5644, loss: 2.5644, grad_norm: 2.3774 2021-07-09 19:45:33,069 - mmaction - INFO - Epoch [100][280/1879] lr: 6.742e-02, eta: 3 days, 1:17:59, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6629, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.4217 2021-07-09 19:45:50,065 - mmaction - INFO - Epoch [100][300/1879] lr: 6.742e-02, eta: 3 days, 1:17:40, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6590, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.4414 2021-07-09 19:46:06,935 - mmaction - INFO - Epoch [100][320/1879] lr: 6.742e-02, eta: 3 days, 1:17:21, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6684, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.4189 2021-07-09 19:46:24,065 - mmaction - INFO - Epoch [100][340/1879] lr: 6.742e-02, eta: 3 days, 1:17:01, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6742, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.3427 2021-07-09 19:46:40,799 - mmaction - INFO - Epoch [100][360/1879] lr: 6.742e-02, eta: 3 days, 1:16:42, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6840, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.3626 2021-07-09 19:46:57,688 - mmaction - INFO - Epoch [100][380/1879] lr: 6.742e-02, eta: 3 days, 1:16:22, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6641, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.3955 2021-07-09 19:47:14,522 - mmaction - INFO - Epoch [100][400/1879] lr: 6.742e-02, eta: 3 days, 1:16:02, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6719, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.3904 2021-07-09 19:47:31,485 - mmaction - INFO - Epoch [100][420/1879] lr: 6.742e-02, eta: 3 days, 1:15:43, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6629, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.4292 2021-07-09 19:47:48,667 - mmaction - INFO - Epoch [100][440/1879] lr: 6.742e-02, eta: 3 days, 1:15:24, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.4019 2021-07-09 19:48:05,525 - mmaction - INFO - Epoch [100][460/1879] lr: 6.742e-02, eta: 3 days, 1:15:05, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6793, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.3772 2021-07-09 19:48:22,615 - mmaction - INFO - Epoch [100][480/1879] lr: 6.742e-02, eta: 3 days, 1:14:45, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6879, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.3644 2021-07-09 19:48:39,300 - mmaction - INFO - Epoch [100][500/1879] lr: 6.742e-02, eta: 3 days, 1:14:25, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6656, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.4473 2021-07-09 19:48:56,496 - mmaction - INFO - Epoch [100][520/1879] lr: 6.742e-02, eta: 3 days, 1:14:06, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6621, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.3919 2021-07-09 19:49:13,519 - mmaction - INFO - Epoch [100][540/1879] lr: 6.742e-02, eta: 3 days, 1:13:47, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6637, loss_cls: 2.5935, loss: 2.5935, grad_norm: 2.3862 2021-07-09 19:49:30,530 - mmaction - INFO - Epoch [100][560/1879] lr: 6.742e-02, eta: 3 days, 1:13:28, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.3870 2021-07-09 19:49:47,444 - mmaction - INFO - Epoch [100][580/1879] lr: 6.742e-02, eta: 3 days, 1:13:08, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6703, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.3749 2021-07-09 19:50:04,336 - mmaction - INFO - Epoch [100][600/1879] lr: 6.742e-02, eta: 3 days, 1:12:49, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6566, loss_cls: 2.6186, loss: 2.6186, grad_norm: 2.3829 2021-07-09 19:50:21,131 - mmaction - INFO - Epoch [100][620/1879] lr: 6.742e-02, eta: 3 days, 1:12:29, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6652, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.4181 2021-07-09 19:50:38,235 - mmaction - INFO - Epoch [100][640/1879] lr: 6.742e-02, eta: 3 days, 1:12:10, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6773, loss_cls: 2.5407, loss: 2.5407, grad_norm: 2.3742 2021-07-09 19:50:55,401 - mmaction - INFO - Epoch [100][660/1879] lr: 6.742e-02, eta: 3 days, 1:11:51, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6758, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.3996 2021-07-09 19:51:12,389 - mmaction - INFO - Epoch [100][680/1879] lr: 6.742e-02, eta: 3 days, 1:11:32, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6582, loss_cls: 2.6464, loss: 2.6464, grad_norm: 2.3879 2021-07-09 19:51:29,415 - mmaction - INFO - Epoch [100][700/1879] lr: 6.742e-02, eta: 3 days, 1:11:12, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6672, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.4022 2021-07-09 19:51:46,420 - mmaction - INFO - Epoch [100][720/1879] lr: 6.742e-02, eta: 3 days, 1:10:53, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6441, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.3803 2021-07-09 19:52:03,315 - mmaction - INFO - Epoch [100][740/1879] lr: 6.742e-02, eta: 3 days, 1:10:33, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6703, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.3226 2021-07-09 19:52:20,376 - mmaction - INFO - Epoch [100][760/1879] lr: 6.742e-02, eta: 3 days, 1:10:14, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6645, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.4308 2021-07-09 19:52:37,419 - mmaction - INFO - Epoch [100][780/1879] lr: 6.742e-02, eta: 3 days, 1:09:55, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6625, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.3879 2021-07-09 19:52:54,307 - mmaction - INFO - Epoch [100][800/1879] lr: 6.742e-02, eta: 3 days, 1:09:36, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6457, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.3570 2021-07-09 19:53:11,599 - mmaction - INFO - Epoch [100][820/1879] lr: 6.742e-02, eta: 3 days, 1:09:17, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6684, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.4053 2021-07-09 19:53:28,530 - mmaction - INFO - Epoch [100][840/1879] lr: 6.742e-02, eta: 3 days, 1:08:57, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.4542 2021-07-09 19:53:45,541 - mmaction - INFO - Epoch [100][860/1879] lr: 6.742e-02, eta: 3 days, 1:08:38, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.3632 2021-07-09 19:54:02,517 - mmaction - INFO - Epoch [100][880/1879] lr: 6.742e-02, eta: 3 days, 1:08:19, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6520, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.3459 2021-07-09 19:54:19,656 - mmaction - INFO - Epoch [100][900/1879] lr: 6.742e-02, eta: 3 days, 1:07:59, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6773, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.3933 2021-07-09 19:54:36,772 - mmaction - INFO - Epoch [100][920/1879] lr: 6.742e-02, eta: 3 days, 1:07:40, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6617, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.4301 2021-07-09 19:54:53,780 - mmaction - INFO - Epoch [100][940/1879] lr: 6.742e-02, eta: 3 days, 1:07:21, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6531, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.4057 2021-07-09 19:55:10,764 - mmaction - INFO - Epoch [100][960/1879] lr: 6.742e-02, eta: 3 days, 1:07:02, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6602, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.3553 2021-07-09 19:55:27,828 - mmaction - INFO - Epoch [100][980/1879] lr: 6.742e-02, eta: 3 days, 1:06:42, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6691, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.4091 2021-07-09 19:55:44,954 - mmaction - INFO - Epoch [100][1000/1879] lr: 6.742e-02, eta: 3 days, 1:06:23, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6691, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.3371 2021-07-09 19:56:01,906 - mmaction - INFO - Epoch [100][1020/1879] lr: 6.742e-02, eta: 3 days, 1:06:04, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6719, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.4203 2021-07-09 19:56:18,966 - mmaction - INFO - Epoch [100][1040/1879] lr: 6.742e-02, eta: 3 days, 1:05:45, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6754, loss_cls: 2.5857, loss: 2.5857, grad_norm: 2.4339 2021-07-09 19:56:36,058 - mmaction - INFO - Epoch [100][1060/1879] lr: 6.742e-02, eta: 3 days, 1:05:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6617, loss_cls: 2.6274, loss: 2.6274, grad_norm: 2.4603 2021-07-09 19:56:52,853 - mmaction - INFO - Epoch [100][1080/1879] lr: 6.742e-02, eta: 3 days, 1:05:06, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6730, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.4027 2021-07-09 19:57:09,893 - mmaction - INFO - Epoch [100][1100/1879] lr: 6.742e-02, eta: 3 days, 1:04:47, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6512, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.4341 2021-07-09 19:57:26,862 - mmaction - INFO - Epoch [100][1120/1879] lr: 6.742e-02, eta: 3 days, 1:04:27, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6684, loss_cls: 2.5778, loss: 2.5778, grad_norm: 2.4050 2021-07-09 19:57:43,988 - mmaction - INFO - Epoch [100][1140/1879] lr: 6.742e-02, eta: 3 days, 1:04:08, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6637, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.4050 2021-07-09 19:58:01,001 - mmaction - INFO - Epoch [100][1160/1879] lr: 6.742e-02, eta: 3 days, 1:03:49, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6516, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.3589 2021-07-09 19:58:18,177 - mmaction - INFO - Epoch [100][1180/1879] lr: 6.742e-02, eta: 3 days, 1:03:30, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6543, loss_cls: 2.6407, loss: 2.6407, grad_norm: 2.3628 2021-07-09 19:58:35,255 - mmaction - INFO - Epoch [100][1200/1879] lr: 6.742e-02, eta: 3 days, 1:03:11, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6629, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.4492 2021-07-09 19:58:52,298 - mmaction - INFO - Epoch [100][1220/1879] lr: 6.742e-02, eta: 3 days, 1:02:51, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6535, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.3712 2021-07-09 19:59:09,295 - mmaction - INFO - Epoch [100][1240/1879] lr: 6.742e-02, eta: 3 days, 1:02:32, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6617, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.3434 2021-07-09 19:59:26,470 - mmaction - INFO - Epoch [100][1260/1879] lr: 6.742e-02, eta: 3 days, 1:02:13, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6762, loss_cls: 2.5578, loss: 2.5578, grad_norm: 2.4027 2021-07-09 19:59:43,599 - mmaction - INFO - Epoch [100][1280/1879] lr: 6.742e-02, eta: 3 days, 1:01:54, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6660, loss_cls: 2.6305, loss: 2.6305, grad_norm: 2.4250 2021-07-09 20:00:00,719 - mmaction - INFO - Epoch [100][1300/1879] lr: 6.742e-02, eta: 3 days, 1:01:35, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6832, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.3933 2021-07-09 20:00:17,658 - mmaction - INFO - Epoch [100][1320/1879] lr: 6.742e-02, eta: 3 days, 1:01:15, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6703, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.4259 2021-07-09 20:00:34,950 - mmaction - INFO - Epoch [100][1340/1879] lr: 6.742e-02, eta: 3 days, 1:00:56, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6379, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.3980 2021-07-09 20:00:52,027 - mmaction - INFO - Epoch [100][1360/1879] lr: 6.742e-02, eta: 3 days, 1:00:37, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6824, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.3945 2021-07-09 20:01:09,008 - mmaction - INFO - Epoch [100][1380/1879] lr: 6.742e-02, eta: 3 days, 1:00:18, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6652, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.4007 2021-07-09 20:01:26,196 - mmaction - INFO - Epoch [100][1400/1879] lr: 6.742e-02, eta: 3 days, 0:59:59, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6645, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.4482 2021-07-09 20:01:43,280 - mmaction - INFO - Epoch [100][1420/1879] lr: 6.742e-02, eta: 3 days, 0:59:40, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6469, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.4554 2021-07-09 20:02:00,367 - mmaction - INFO - Epoch [100][1440/1879] lr: 6.742e-02, eta: 3 days, 0:59:20, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6629, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.4011 2021-07-09 20:02:17,379 - mmaction - INFO - Epoch [100][1460/1879] lr: 6.742e-02, eta: 3 days, 0:59:01, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6734, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.4227 2021-07-09 20:02:34,427 - mmaction - INFO - Epoch [100][1480/1879] lr: 6.742e-02, eta: 3 days, 0:58:42, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6609, loss_cls: 2.6792, loss: 2.6792, grad_norm: 2.4802 2021-07-09 20:02:51,517 - mmaction - INFO - Epoch [100][1500/1879] lr: 6.742e-02, eta: 3 days, 0:58:23, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6660, loss_cls: 2.5985, loss: 2.5985, grad_norm: 2.3907 2021-07-09 20:03:08,430 - mmaction - INFO - Epoch [100][1520/1879] lr: 6.742e-02, eta: 3 days, 0:58:03, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6645, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.4184 2021-07-09 20:03:25,466 - mmaction - INFO - Epoch [100][1540/1879] lr: 6.742e-02, eta: 3 days, 0:57:44, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6652, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.4095 2021-07-09 20:03:42,647 - mmaction - INFO - Epoch [100][1560/1879] lr: 6.742e-02, eta: 3 days, 0:57:25, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.4649 2021-07-09 20:03:59,527 - mmaction - INFO - Epoch [100][1580/1879] lr: 6.742e-02, eta: 3 days, 0:57:06, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6707, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.4404 2021-07-09 20:04:16,521 - mmaction - INFO - Epoch [100][1600/1879] lr: 6.742e-02, eta: 3 days, 0:56:46, time: 0.849, data_time: 0.007, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6750, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.4387 2021-07-09 20:04:33,482 - mmaction - INFO - Epoch [100][1620/1879] lr: 6.742e-02, eta: 3 days, 0:56:27, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6668, loss_cls: 2.5726, loss: 2.5726, grad_norm: 2.3466 2021-07-09 20:04:50,330 - mmaction - INFO - Epoch [100][1640/1879] lr: 6.742e-02, eta: 3 days, 0:56:07, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6648, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.3809 2021-07-09 20:05:07,523 - mmaction - INFO - Epoch [100][1660/1879] lr: 6.742e-02, eta: 3 days, 0:55:48, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6645, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.4231 2021-07-09 20:05:24,479 - mmaction - INFO - Epoch [100][1680/1879] lr: 6.742e-02, eta: 3 days, 0:55:29, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6656, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.3751 2021-07-09 20:05:41,503 - mmaction - INFO - Epoch [100][1700/1879] lr: 6.742e-02, eta: 3 days, 0:55:10, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.3242 2021-07-09 20:05:58,549 - mmaction - INFO - Epoch [100][1720/1879] lr: 6.742e-02, eta: 3 days, 0:54:50, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6629, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.3974 2021-07-09 20:06:15,570 - mmaction - INFO - Epoch [100][1740/1879] lr: 6.742e-02, eta: 3 days, 0:54:31, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6715, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.4316 2021-07-09 20:06:32,780 - mmaction - INFO - Epoch [100][1760/1879] lr: 6.742e-02, eta: 3 days, 0:54:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.4614 2021-07-09 20:06:49,709 - mmaction - INFO - Epoch [100][1780/1879] lr: 6.742e-02, eta: 3 days, 0:53:53, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6715, loss_cls: 2.5911, loss: 2.5911, grad_norm: 2.3916 2021-07-09 20:07:06,740 - mmaction - INFO - Epoch [100][1800/1879] lr: 6.742e-02, eta: 3 days, 0:53:33, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6621, loss_cls: 2.6326, loss: 2.6326, grad_norm: 2.4270 2021-07-09 20:07:23,778 - mmaction - INFO - Epoch [100][1820/1879] lr: 6.742e-02, eta: 3 days, 0:53:14, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6582, loss_cls: 2.6227, loss: 2.6227, grad_norm: 2.3658 2021-07-09 20:07:40,919 - mmaction - INFO - Epoch [100][1840/1879] lr: 6.742e-02, eta: 3 days, 0:52:55, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6758, loss_cls: 2.5567, loss: 2.5567, grad_norm: 2.3306 2021-07-09 20:07:57,867 - mmaction - INFO - Epoch [100][1860/1879] lr: 6.742e-02, eta: 3 days, 0:52:36, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6582, loss_cls: 2.6200, loss: 2.6200, grad_norm: 2.3825 2021-07-09 20:08:27,714 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 20:08:27,721 - mmaction - INFO - 106 BN found 2021-07-09 20:13:00,268 - mmaction - INFO - BN stats updated 2021-07-09 20:16:42,443 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 20:16:43,376 - mmaction - INFO - top1_acc 0.5082 top5_acc 0.7696 2021-07-09 20:16:43,376 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 20:16:43,444 - mmaction - INFO - mean_acc 0.5080 2021-07-09 20:16:44,075 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_100.pth. 2021-07-09 20:16:44,075 - mmaction - INFO - Best top1_acc is 0.5082 at 100 epoch. 2021-07-09 20:16:44,084 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-07-09 20:16:44,507 - mmaction - INFO - Epoch(val) [100][155] top1_acc: 0.5082, top5_acc: 0.7696, mean_class_accuracy: 0.5080 2021-07-09 20:18:13,276 - mmaction - INFO - Epoch [101][20/1879] lr: 6.684e-02, eta: 3 days, 0:53:25, time: 4.434, data_time: 3.575, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6711, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.3892 2021-07-09 20:18:29,807 - mmaction - INFO - Epoch [101][40/1879] lr: 6.684e-02, eta: 3 days, 0:53:05, time: 0.827, data_time: 0.008, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.3915 2021-07-09 20:18:46,213 - mmaction - INFO - Epoch [101][60/1879] lr: 6.684e-02, eta: 3 days, 0:52:45, time: 0.821, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6773, loss_cls: 2.5423, loss: 2.5423, grad_norm: 2.4181 2021-07-09 20:19:02,713 - mmaction - INFO - Epoch [101][80/1879] lr: 6.684e-02, eta: 3 days, 0:52:24, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6738, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.4478 2021-07-09 20:19:19,390 - mmaction - INFO - Epoch [101][100/1879] lr: 6.684e-02, eta: 3 days, 0:52:05, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6551, loss_cls: 2.6364, loss: 2.6364, grad_norm: 2.4745 2021-07-09 20:19:35,952 - mmaction - INFO - Epoch [101][120/1879] lr: 6.684e-02, eta: 3 days, 0:51:45, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6645, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.3930 2021-07-09 20:19:52,597 - mmaction - INFO - Epoch [101][140/1879] lr: 6.684e-02, eta: 3 days, 0:51:25, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6770, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.4201 2021-07-09 20:20:09,421 - mmaction - INFO - Epoch [101][160/1879] lr: 6.684e-02, eta: 3 days, 0:51:05, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6695, loss_cls: 2.5660, loss: 2.5660, grad_norm: 2.4293 2021-07-09 20:20:26,223 - mmaction - INFO - Epoch [101][180/1879] lr: 6.684e-02, eta: 3 days, 0:50:46, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6805, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.4648 2021-07-09 20:20:43,241 - mmaction - INFO - Epoch [101][200/1879] lr: 6.684e-02, eta: 3 days, 0:50:26, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6641, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.4144 2021-07-09 20:21:00,027 - mmaction - INFO - Epoch [101][220/1879] lr: 6.684e-02, eta: 3 days, 0:50:07, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6754, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.4273 2021-07-09 20:21:17,065 - mmaction - INFO - Epoch [101][240/1879] lr: 6.684e-02, eta: 3 days, 0:49:47, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6445, loss_cls: 2.6438, loss: 2.6438, grad_norm: 2.4405 2021-07-09 20:21:34,085 - mmaction - INFO - Epoch [101][260/1879] lr: 6.684e-02, eta: 3 days, 0:49:28, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6754, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.3616 2021-07-09 20:21:51,064 - mmaction - INFO - Epoch [101][280/1879] lr: 6.684e-02, eta: 3 days, 0:49:09, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6727, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.4430 2021-07-09 20:22:08,161 - mmaction - INFO - Epoch [101][300/1879] lr: 6.684e-02, eta: 3 days, 0:48:50, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6699, loss_cls: 2.5725, loss: 2.5725, grad_norm: 2.4528 2021-07-09 20:22:25,266 - mmaction - INFO - Epoch [101][320/1879] lr: 6.684e-02, eta: 3 days, 0:48:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6809, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.4189 2021-07-09 20:22:42,279 - mmaction - INFO - Epoch [101][340/1879] lr: 6.684e-02, eta: 3 days, 0:48:11, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.4759 2021-07-09 20:22:59,315 - mmaction - INFO - Epoch [101][360/1879] lr: 6.684e-02, eta: 3 days, 0:47:52, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6535, loss_cls: 2.6312, loss: 2.6312, grad_norm: 2.4294 2021-07-09 20:23:16,390 - mmaction - INFO - Epoch [101][380/1879] lr: 6.684e-02, eta: 3 days, 0:47:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6633, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.3999 2021-07-09 20:23:33,283 - mmaction - INFO - Epoch [101][400/1879] lr: 6.684e-02, eta: 3 days, 0:47:13, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6773, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.4540 2021-07-09 20:23:50,507 - mmaction - INFO - Epoch [101][420/1879] lr: 6.684e-02, eta: 3 days, 0:46:54, time: 0.859, data_time: 0.009, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6656, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.3941 2021-07-09 20:24:07,574 - mmaction - INFO - Epoch [101][440/1879] lr: 6.684e-02, eta: 3 days, 0:46:35, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6621, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.4651 2021-07-09 20:24:24,613 - mmaction - INFO - Epoch [101][460/1879] lr: 6.684e-02, eta: 3 days, 0:46:16, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6598, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.4237 2021-07-09 20:24:41,620 - mmaction - INFO - Epoch [101][480/1879] lr: 6.684e-02, eta: 3 days, 0:45:57, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.5815, loss: 2.5815, grad_norm: 2.3971 2021-07-09 20:24:58,829 - mmaction - INFO - Epoch [101][500/1879] lr: 6.684e-02, eta: 3 days, 0:45:38, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6840, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.4208 2021-07-09 20:25:15,919 - mmaction - INFO - Epoch [101][520/1879] lr: 6.684e-02, eta: 3 days, 0:45:18, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6527, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.4622 2021-07-09 20:25:33,117 - mmaction - INFO - Epoch [101][540/1879] lr: 6.684e-02, eta: 3 days, 0:44:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6758, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.3538 2021-07-09 20:25:50,105 - mmaction - INFO - Epoch [101][560/1879] lr: 6.684e-02, eta: 3 days, 0:44:40, time: 0.855, data_time: 0.007, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6785, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.4151 2021-07-09 20:26:07,454 - mmaction - INFO - Epoch [101][580/1879] lr: 6.684e-02, eta: 3 days, 0:44:21, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6656, loss_cls: 2.5945, loss: 2.5945, grad_norm: 2.4102 2021-07-09 20:26:24,425 - mmaction - INFO - Epoch [101][600/1879] lr: 6.684e-02, eta: 3 days, 0:44:02, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5868, loss: 2.5868, grad_norm: 2.4300 2021-07-09 20:26:41,525 - mmaction - INFO - Epoch [101][620/1879] lr: 6.684e-02, eta: 3 days, 0:43:43, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6695, loss_cls: 2.5781, loss: 2.5781, grad_norm: 2.3776 2021-07-09 20:26:58,649 - mmaction - INFO - Epoch [101][640/1879] lr: 6.684e-02, eta: 3 days, 0:43:24, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6703, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.4074 2021-07-09 20:27:15,721 - mmaction - INFO - Epoch [101][660/1879] lr: 6.684e-02, eta: 3 days, 0:43:04, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6570, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.3679 2021-07-09 20:27:32,665 - mmaction - INFO - Epoch [101][680/1879] lr: 6.684e-02, eta: 3 days, 0:42:45, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6785, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.3897 2021-07-09 20:27:49,713 - mmaction - INFO - Epoch [101][700/1879] lr: 6.684e-02, eta: 3 days, 0:42:26, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6504, loss_cls: 2.6299, loss: 2.6299, grad_norm: 2.4149 2021-07-09 20:28:06,690 - mmaction - INFO - Epoch [101][720/1879] lr: 6.684e-02, eta: 3 days, 0:42:07, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6605, loss_cls: 2.6206, loss: 2.6206, grad_norm: 2.3756 2021-07-09 20:28:23,757 - mmaction - INFO - Epoch [101][740/1879] lr: 6.684e-02, eta: 3 days, 0:41:47, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6547, loss_cls: 2.5756, loss: 2.5756, grad_norm: 2.3354 2021-07-09 20:28:40,835 - mmaction - INFO - Epoch [101][760/1879] lr: 6.684e-02, eta: 3 days, 0:41:28, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6762, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.3992 2021-07-09 20:28:57,881 - mmaction - INFO - Epoch [101][780/1879] lr: 6.684e-02, eta: 3 days, 0:41:09, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6676, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.4125 2021-07-09 20:29:14,958 - mmaction - INFO - Epoch [101][800/1879] lr: 6.684e-02, eta: 3 days, 0:40:50, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.4522 2021-07-09 20:29:32,180 - mmaction - INFO - Epoch [101][820/1879] lr: 6.684e-02, eta: 3 days, 0:40:31, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6625, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.4143 2021-07-09 20:29:49,159 - mmaction - INFO - Epoch [101][840/1879] lr: 6.684e-02, eta: 3 days, 0:40:11, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6801, loss_cls: 2.6011, loss: 2.6011, grad_norm: 2.4293 2021-07-09 20:30:06,359 - mmaction - INFO - Epoch [101][860/1879] lr: 6.684e-02, eta: 3 days, 0:39:53, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6629, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.3851 2021-07-09 20:30:23,422 - mmaction - INFO - Epoch [101][880/1879] lr: 6.684e-02, eta: 3 days, 0:39:33, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.4296 2021-07-09 20:30:40,574 - mmaction - INFO - Epoch [101][900/1879] lr: 6.684e-02, eta: 3 days, 0:39:14, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6723, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.3914 2021-07-09 20:30:57,733 - mmaction - INFO - Epoch [101][920/1879] lr: 6.684e-02, eta: 3 days, 0:38:55, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6617, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.4443 2021-07-09 20:31:14,845 - mmaction - INFO - Epoch [101][940/1879] lr: 6.684e-02, eta: 3 days, 0:38:36, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6758, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.3824 2021-07-09 20:31:31,913 - mmaction - INFO - Epoch [101][960/1879] lr: 6.684e-02, eta: 3 days, 0:38:17, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6691, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.4037 2021-07-09 20:31:49,159 - mmaction - INFO - Epoch [101][980/1879] lr: 6.684e-02, eta: 3 days, 0:37:58, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6680, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.4035 2021-07-09 20:32:06,313 - mmaction - INFO - Epoch [101][1000/1879] lr: 6.684e-02, eta: 3 days, 0:37:39, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6629, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.4339 2021-07-09 20:32:23,428 - mmaction - INFO - Epoch [101][1020/1879] lr: 6.684e-02, eta: 3 days, 0:37:20, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.4272 2021-07-09 20:32:40,563 - mmaction - INFO - Epoch [101][1040/1879] lr: 6.684e-02, eta: 3 days, 0:37:01, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6477, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.4395 2021-07-09 20:32:57,834 - mmaction - INFO - Epoch [101][1060/1879] lr: 6.684e-02, eta: 3 days, 0:36:42, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6523, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.4139 2021-07-09 20:33:14,969 - mmaction - INFO - Epoch [101][1080/1879] lr: 6.684e-02, eta: 3 days, 0:36:23, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6641, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.4320 2021-07-09 20:33:32,253 - mmaction - INFO - Epoch [101][1100/1879] lr: 6.684e-02, eta: 3 days, 0:36:04, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6703, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.5290 2021-07-09 20:33:49,479 - mmaction - INFO - Epoch [101][1120/1879] lr: 6.684e-02, eta: 3 days, 0:35:45, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6680, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.4458 2021-07-09 20:34:06,550 - mmaction - INFO - Epoch [101][1140/1879] lr: 6.684e-02, eta: 3 days, 0:35:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6668, loss_cls: 2.6422, loss: 2.6422, grad_norm: 2.4043 2021-07-09 20:34:23,730 - mmaction - INFO - Epoch [101][1160/1879] lr: 6.684e-02, eta: 3 days, 0:35:07, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6703, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.4242 2021-07-09 20:34:40,856 - mmaction - INFO - Epoch [101][1180/1879] lr: 6.684e-02, eta: 3 days, 0:34:48, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6719, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.3695 2021-07-09 20:34:58,009 - mmaction - INFO - Epoch [101][1200/1879] lr: 6.684e-02, eta: 3 days, 0:34:29, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.4275 2021-07-09 20:35:14,929 - mmaction - INFO - Epoch [101][1220/1879] lr: 6.684e-02, eta: 3 days, 0:34:09, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6797, loss_cls: 2.5575, loss: 2.5575, grad_norm: 2.4107 2021-07-09 20:35:32,169 - mmaction - INFO - Epoch [101][1240/1879] lr: 6.684e-02, eta: 3 days, 0:33:50, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6801, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.4385 2021-07-09 20:35:49,207 - mmaction - INFO - Epoch [101][1260/1879] lr: 6.684e-02, eta: 3 days, 0:33:31, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6613, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.4456 2021-07-09 20:36:06,283 - mmaction - INFO - Epoch [101][1280/1879] lr: 6.684e-02, eta: 3 days, 0:33:12, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6680, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.4143 2021-07-09 20:36:23,261 - mmaction - INFO - Epoch [101][1300/1879] lr: 6.684e-02, eta: 3 days, 0:32:53, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6695, loss_cls: 2.5510, loss: 2.5510, grad_norm: 2.3710 2021-07-09 20:36:40,383 - mmaction - INFO - Epoch [101][1320/1879] lr: 6.684e-02, eta: 3 days, 0:32:33, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6656, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.4474 2021-07-09 20:36:57,462 - mmaction - INFO - Epoch [101][1340/1879] lr: 6.684e-02, eta: 3 days, 0:32:14, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6664, loss_cls: 2.6438, loss: 2.6438, grad_norm: 2.4846 2021-07-09 20:37:14,686 - mmaction - INFO - Epoch [101][1360/1879] lr: 6.684e-02, eta: 3 days, 0:31:55, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6445, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.4517 2021-07-09 20:37:31,659 - mmaction - INFO - Epoch [101][1380/1879] lr: 6.684e-02, eta: 3 days, 0:31:36, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6687, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.4485 2021-07-09 20:37:48,723 - mmaction - INFO - Epoch [101][1400/1879] lr: 6.684e-02, eta: 3 days, 0:31:17, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6598, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.3920 2021-07-09 20:38:05,915 - mmaction - INFO - Epoch [101][1420/1879] lr: 6.684e-02, eta: 3 days, 0:30:58, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6586, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.4630 2021-07-09 20:38:23,063 - mmaction - INFO - Epoch [101][1440/1879] lr: 6.684e-02, eta: 3 days, 0:30:39, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6605, loss_cls: 2.6336, loss: 2.6336, grad_norm: 2.4381 2021-07-09 20:38:40,160 - mmaction - INFO - Epoch [101][1460/1879] lr: 6.684e-02, eta: 3 days, 0:30:20, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.4120 2021-07-09 20:38:57,293 - mmaction - INFO - Epoch [101][1480/1879] lr: 6.684e-02, eta: 3 days, 0:30:01, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.4335 2021-07-09 20:39:14,281 - mmaction - INFO - Epoch [101][1500/1879] lr: 6.684e-02, eta: 3 days, 0:29:41, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6660, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.4182 2021-07-09 20:39:31,452 - mmaction - INFO - Epoch [101][1520/1879] lr: 6.684e-02, eta: 3 days, 0:29:22, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6672, loss_cls: 2.6305, loss: 2.6305, grad_norm: 2.4391 2021-07-09 20:39:48,495 - mmaction - INFO - Epoch [101][1540/1879] lr: 6.684e-02, eta: 3 days, 0:29:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.4123 2021-07-09 20:40:05,509 - mmaction - INFO - Epoch [101][1560/1879] lr: 6.684e-02, eta: 3 days, 0:28:44, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6598, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.4212 2021-07-09 20:40:22,354 - mmaction - INFO - Epoch [101][1580/1879] lr: 6.684e-02, eta: 3 days, 0:28:24, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6613, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.4336 2021-07-09 20:40:39,432 - mmaction - INFO - Epoch [101][1600/1879] lr: 6.684e-02, eta: 3 days, 0:28:05, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.4337 2021-07-09 20:40:56,277 - mmaction - INFO - Epoch [101][1620/1879] lr: 6.684e-02, eta: 3 days, 0:27:46, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6734, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.3989 2021-07-09 20:41:13,465 - mmaction - INFO - Epoch [101][1640/1879] lr: 6.684e-02, eta: 3 days, 0:27:27, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6512, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.3905 2021-07-09 20:41:30,652 - mmaction - INFO - Epoch [101][1660/1879] lr: 6.684e-02, eta: 3 days, 0:27:08, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6766, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.3291 2021-07-09 20:41:47,838 - mmaction - INFO - Epoch [101][1680/1879] lr: 6.684e-02, eta: 3 days, 0:26:49, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6648, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.3680 2021-07-09 20:42:04,764 - mmaction - INFO - Epoch [101][1700/1879] lr: 6.684e-02, eta: 3 days, 0:26:29, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6770, loss_cls: 2.5647, loss: 2.5647, grad_norm: 2.3888 2021-07-09 20:42:21,858 - mmaction - INFO - Epoch [101][1720/1879] lr: 6.684e-02, eta: 3 days, 0:26:10, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6707, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.4850 2021-07-09 20:42:38,877 - mmaction - INFO - Epoch [101][1740/1879] lr: 6.684e-02, eta: 3 days, 0:25:51, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6633, loss_cls: 2.5484, loss: 2.5484, grad_norm: 2.3820 2021-07-09 20:42:55,920 - mmaction - INFO - Epoch [101][1760/1879] lr: 6.684e-02, eta: 3 days, 0:25:32, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6402, loss_cls: 2.6671, loss: 2.6671, grad_norm: 2.4004 2021-07-09 20:43:12,900 - mmaction - INFO - Epoch [101][1780/1879] lr: 6.684e-02, eta: 3 days, 0:25:12, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6613, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.4276 2021-07-09 20:43:29,916 - mmaction - INFO - Epoch [101][1800/1879] lr: 6.684e-02, eta: 3 days, 0:24:53, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6664, loss_cls: 2.5909, loss: 2.5909, grad_norm: 2.4681 2021-07-09 20:43:46,973 - mmaction - INFO - Epoch [101][1820/1879] lr: 6.684e-02, eta: 3 days, 0:24:34, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6520, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.4614 2021-07-09 20:44:04,108 - mmaction - INFO - Epoch [101][1840/1879] lr: 6.684e-02, eta: 3 days, 0:24:15, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6742, loss_cls: 2.5399, loss: 2.5399, grad_norm: 2.3434 2021-07-09 20:44:20,960 - mmaction - INFO - Epoch [101][1860/1879] lr: 6.684e-02, eta: 3 days, 0:23:55, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6621, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.3714 2021-07-09 20:44:46,840 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 20:44:46,848 - mmaction - INFO - 106 BN found 2021-07-09 20:49:19,137 - mmaction - INFO - BN stats updated 2021-07-09 20:51:36,892 - mmaction - INFO - Epoch [102][20/1879] lr: 6.627e-02, eta: 3 days, 0:25:55, time: 6.784, data_time: 5.930, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.5067, loss: 2.5067, grad_norm: 2.4160 2021-07-09 20:51:53,655 - mmaction - INFO - Epoch [102][40/1879] lr: 6.627e-02, eta: 3 days, 0:25:35, time: 0.838, data_time: 0.008, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6730, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.4014 2021-07-09 20:52:10,234 - mmaction - INFO - Epoch [102][60/1879] lr: 6.627e-02, eta: 3 days, 0:25:15, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6879, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.4178 2021-07-09 20:52:26,798 - mmaction - INFO - Epoch [102][80/1879] lr: 6.627e-02, eta: 3 days, 0:24:55, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6648, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.4069 2021-07-09 20:52:43,306 - mmaction - INFO - Epoch [102][100/1879] lr: 6.627e-02, eta: 3 days, 0:24:35, time: 0.825, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6832, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.4063 2021-07-09 20:53:00,054 - mmaction - INFO - Epoch [102][120/1879] lr: 6.627e-02, eta: 3 days, 0:24:16, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6680, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.4551 2021-07-09 20:53:16,674 - mmaction - INFO - Epoch [102][140/1879] lr: 6.627e-02, eta: 3 days, 0:23:56, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6691, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.3542 2021-07-09 20:53:33,447 - mmaction - INFO - Epoch [102][160/1879] lr: 6.627e-02, eta: 3 days, 0:23:36, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6742, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.5044 2021-07-09 20:53:50,103 - mmaction - INFO - Epoch [102][180/1879] lr: 6.627e-02, eta: 3 days, 0:23:16, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6750, loss_cls: 2.5503, loss: 2.5503, grad_norm: 2.4188 2021-07-09 20:54:07,212 - mmaction - INFO - Epoch [102][200/1879] lr: 6.627e-02, eta: 3 days, 0:22:57, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6551, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.4036 2021-07-09 20:54:24,117 - mmaction - INFO - Epoch [102][220/1879] lr: 6.627e-02, eta: 3 days, 0:22:38, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6801, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.4543 2021-07-09 20:54:41,024 - mmaction - INFO - Epoch [102][240/1879] lr: 6.627e-02, eta: 3 days, 0:22:18, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6742, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.4592 2021-07-09 20:54:58,146 - mmaction - INFO - Epoch [102][260/1879] lr: 6.627e-02, eta: 3 days, 0:21:59, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6746, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.3860 2021-07-09 20:55:15,304 - mmaction - INFO - Epoch [102][280/1879] lr: 6.627e-02, eta: 3 days, 0:21:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.4053 2021-07-09 20:55:32,264 - mmaction - INFO - Epoch [102][300/1879] lr: 6.627e-02, eta: 3 days, 0:21:21, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6535, loss_cls: 2.6207, loss: 2.6207, grad_norm: 2.4438 2021-07-09 20:55:49,397 - mmaction - INFO - Epoch [102][320/1879] lr: 6.627e-02, eta: 3 days, 0:21:02, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6543, loss_cls: 2.6584, loss: 2.6584, grad_norm: 2.4325 2021-07-09 20:56:06,438 - mmaction - INFO - Epoch [102][340/1879] lr: 6.627e-02, eta: 3 days, 0:20:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6609, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.4597 2021-07-09 20:56:23,507 - mmaction - INFO - Epoch [102][360/1879] lr: 6.627e-02, eta: 3 days, 0:20:23, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.4864 2021-07-09 20:56:40,429 - mmaction - INFO - Epoch [102][380/1879] lr: 6.627e-02, eta: 3 days, 0:20:04, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5982, loss: 2.5982, grad_norm: 2.4715 2021-07-09 20:56:57,552 - mmaction - INFO - Epoch [102][400/1879] lr: 6.627e-02, eta: 3 days, 0:19:45, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6445, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.4817 2021-07-09 20:57:14,497 - mmaction - INFO - Epoch [102][420/1879] lr: 6.627e-02, eta: 3 days, 0:19:25, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6684, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.3420 2021-07-09 20:57:31,655 - mmaction - INFO - Epoch [102][440/1879] lr: 6.627e-02, eta: 3 days, 0:19:06, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6773, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.4232 2021-07-09 20:57:48,811 - mmaction - INFO - Epoch [102][460/1879] lr: 6.627e-02, eta: 3 days, 0:18:47, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6676, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.4604 2021-07-09 20:58:05,718 - mmaction - INFO - Epoch [102][480/1879] lr: 6.627e-02, eta: 3 days, 0:18:28, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6598, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.4173 2021-07-09 20:58:22,631 - mmaction - INFO - Epoch [102][500/1879] lr: 6.627e-02, eta: 3 days, 0:18:09, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6189, loss: 2.6189, grad_norm: 2.4647 2021-07-09 20:58:39,691 - mmaction - INFO - Epoch [102][520/1879] lr: 6.627e-02, eta: 3 days, 0:17:49, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6590, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.4387 2021-07-09 20:58:56,743 - mmaction - INFO - Epoch [102][540/1879] lr: 6.627e-02, eta: 3 days, 0:17:30, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6668, loss_cls: 2.5813, loss: 2.5813, grad_norm: 2.4114 2021-07-09 20:59:13,856 - mmaction - INFO - Epoch [102][560/1879] lr: 6.627e-02, eta: 3 days, 0:17:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6730, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.4055 2021-07-09 20:59:30,957 - mmaction - INFO - Epoch [102][580/1879] lr: 6.627e-02, eta: 3 days, 0:16:52, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6652, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.3970 2021-07-09 20:59:48,275 - mmaction - INFO - Epoch [102][600/1879] lr: 6.627e-02, eta: 3 days, 0:16:33, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6746, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.4087 2021-07-09 21:00:05,290 - mmaction - INFO - Epoch [102][620/1879] lr: 6.627e-02, eta: 3 days, 0:16:14, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6621, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.4397 2021-07-09 21:00:22,294 - mmaction - INFO - Epoch [102][640/1879] lr: 6.627e-02, eta: 3 days, 0:15:55, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6754, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.3859 2021-07-09 21:00:39,509 - mmaction - INFO - Epoch [102][660/1879] lr: 6.627e-02, eta: 3 days, 0:15:36, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6629, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.4244 2021-07-09 21:00:56,546 - mmaction - INFO - Epoch [102][680/1879] lr: 6.627e-02, eta: 3 days, 0:15:16, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6699, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.4061 2021-07-09 21:01:13,658 - mmaction - INFO - Epoch [102][700/1879] lr: 6.627e-02, eta: 3 days, 0:14:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6687, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.4642 2021-07-09 21:01:30,633 - mmaction - INFO - Epoch [102][720/1879] lr: 6.627e-02, eta: 3 days, 0:14:38, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6605, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.3913 2021-07-09 21:01:47,637 - mmaction - INFO - Epoch [102][740/1879] lr: 6.627e-02, eta: 3 days, 0:14:19, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6742, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.4424 2021-07-09 21:02:04,677 - mmaction - INFO - Epoch [102][760/1879] lr: 6.627e-02, eta: 3 days, 0:13:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6777, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.3969 2021-07-09 21:02:21,792 - mmaction - INFO - Epoch [102][780/1879] lr: 6.627e-02, eta: 3 days, 0:13:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6816, loss_cls: 2.5250, loss: 2.5250, grad_norm: 2.4610 2021-07-09 21:02:38,881 - mmaction - INFO - Epoch [102][800/1879] lr: 6.627e-02, eta: 3 days, 0:13:21, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6656, loss_cls: 2.5581, loss: 2.5581, grad_norm: 2.4383 2021-07-09 21:02:55,995 - mmaction - INFO - Epoch [102][820/1879] lr: 6.627e-02, eta: 3 days, 0:13:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6668, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.4163 2021-07-09 21:03:12,934 - mmaction - INFO - Epoch [102][840/1879] lr: 6.627e-02, eta: 3 days, 0:12:43, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6766, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.3895 2021-07-09 21:03:30,008 - mmaction - INFO - Epoch [102][860/1879] lr: 6.627e-02, eta: 3 days, 0:12:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6387, loss_cls: 2.6775, loss: 2.6775, grad_norm: 2.4535 2021-07-09 21:03:47,038 - mmaction - INFO - Epoch [102][880/1879] lr: 6.627e-02, eta: 3 days, 0:12:04, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6543, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.4466 2021-07-09 21:04:04,176 - mmaction - INFO - Epoch [102][900/1879] lr: 6.627e-02, eta: 3 days, 0:11:45, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6684, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.4223 2021-07-09 21:04:21,227 - mmaction - INFO - Epoch [102][920/1879] lr: 6.627e-02, eta: 3 days, 0:11:26, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6570, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.4044 2021-07-09 21:04:38,242 - mmaction - INFO - Epoch [102][940/1879] lr: 6.627e-02, eta: 3 days, 0:11:07, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.3720 2021-07-09 21:04:55,235 - mmaction - INFO - Epoch [102][960/1879] lr: 6.627e-02, eta: 3 days, 0:10:47, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6660, loss_cls: 2.6257, loss: 2.6257, grad_norm: 2.4361 2021-07-09 21:05:12,216 - mmaction - INFO - Epoch [102][980/1879] lr: 6.627e-02, eta: 3 days, 0:10:28, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6629, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.4406 2021-07-09 21:05:29,184 - mmaction - INFO - Epoch [102][1000/1879] lr: 6.627e-02, eta: 3 days, 0:10:09, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6754, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.4691 2021-07-09 21:05:46,128 - mmaction - INFO - Epoch [102][1020/1879] lr: 6.627e-02, eta: 3 days, 0:09:49, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.4722 2021-07-09 21:06:03,299 - mmaction - INFO - Epoch [102][1040/1879] lr: 6.627e-02, eta: 3 days, 0:09:30, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6449, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.4296 2021-07-09 21:06:20,521 - mmaction - INFO - Epoch [102][1060/1879] lr: 6.627e-02, eta: 3 days, 0:09:11, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6684, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.3983 2021-07-09 21:06:37,413 - mmaction - INFO - Epoch [102][1080/1879] lr: 6.627e-02, eta: 3 days, 0:08:52, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6758, loss_cls: 2.5282, loss: 2.5282, grad_norm: 2.3486 2021-07-09 21:06:54,597 - mmaction - INFO - Epoch [102][1100/1879] lr: 6.627e-02, eta: 3 days, 0:08:33, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6477, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.4696 2021-07-09 21:07:11,438 - mmaction - INFO - Epoch [102][1120/1879] lr: 6.627e-02, eta: 3 days, 0:08:14, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.4473 2021-07-09 21:07:28,334 - mmaction - INFO - Epoch [102][1140/1879] lr: 6.627e-02, eta: 3 days, 0:07:54, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6535, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.3906 2021-07-09 21:07:45,260 - mmaction - INFO - Epoch [102][1160/1879] lr: 6.627e-02, eta: 3 days, 0:07:35, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6684, loss_cls: 2.5995, loss: 2.5995, grad_norm: 2.4277 2021-07-09 21:08:02,328 - mmaction - INFO - Epoch [102][1180/1879] lr: 6.627e-02, eta: 3 days, 0:07:16, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6555, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.4032 2021-07-09 21:08:19,475 - mmaction - INFO - Epoch [102][1200/1879] lr: 6.627e-02, eta: 3 days, 0:06:57, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6617, loss_cls: 2.6288, loss: 2.6288, grad_norm: 2.4136 2021-07-09 21:08:36,531 - mmaction - INFO - Epoch [102][1220/1879] lr: 6.627e-02, eta: 3 days, 0:06:37, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6637, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.3963 2021-07-09 21:08:53,697 - mmaction - INFO - Epoch [102][1240/1879] lr: 6.627e-02, eta: 3 days, 0:06:18, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6598, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.3777 2021-07-09 21:09:10,921 - mmaction - INFO - Epoch [102][1260/1879] lr: 6.627e-02, eta: 3 days, 0:05:59, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6664, loss_cls: 2.5725, loss: 2.5725, grad_norm: 2.3424 2021-07-09 21:09:28,009 - mmaction - INFO - Epoch [102][1280/1879] lr: 6.627e-02, eta: 3 days, 0:05:40, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6883, loss_cls: 2.5412, loss: 2.5412, grad_norm: 2.4526 2021-07-09 21:09:45,156 - mmaction - INFO - Epoch [102][1300/1879] lr: 6.627e-02, eta: 3 days, 0:05:21, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6684, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.4718 2021-07-09 21:10:02,195 - mmaction - INFO - Epoch [102][1320/1879] lr: 6.627e-02, eta: 3 days, 0:05:02, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6723, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.4240 2021-07-09 21:10:19,181 - mmaction - INFO - Epoch [102][1340/1879] lr: 6.627e-02, eta: 3 days, 0:04:43, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6598, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.4308 2021-07-09 21:10:36,324 - mmaction - INFO - Epoch [102][1360/1879] lr: 6.627e-02, eta: 3 days, 0:04:24, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6629, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.4116 2021-07-09 21:10:53,294 - mmaction - INFO - Epoch [102][1380/1879] lr: 6.627e-02, eta: 3 days, 0:04:04, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6707, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.3895 2021-07-09 21:11:10,245 - mmaction - INFO - Epoch [102][1400/1879] lr: 6.627e-02, eta: 3 days, 0:03:45, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6754, loss_cls: 2.5288, loss: 2.5288, grad_norm: 2.3854 2021-07-09 21:11:27,246 - mmaction - INFO - Epoch [102][1420/1879] lr: 6.627e-02, eta: 3 days, 0:03:26, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.4610 2021-07-09 21:11:44,339 - mmaction - INFO - Epoch [102][1440/1879] lr: 6.627e-02, eta: 3 days, 0:03:07, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6543, loss_cls: 2.6287, loss: 2.6287, grad_norm: 2.4331 2021-07-09 21:12:01,335 - mmaction - INFO - Epoch [102][1460/1879] lr: 6.627e-02, eta: 3 days, 0:02:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6691, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.3901 2021-07-09 21:12:18,348 - mmaction - INFO - Epoch [102][1480/1879] lr: 6.627e-02, eta: 3 days, 0:02:28, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6547, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.4159 2021-07-09 21:12:35,294 - mmaction - INFO - Epoch [102][1500/1879] lr: 6.627e-02, eta: 3 days, 0:02:09, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6652, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.3937 2021-07-09 21:12:52,547 - mmaction - INFO - Epoch [102][1520/1879] lr: 6.627e-02, eta: 3 days, 0:01:50, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6559, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.4221 2021-07-09 21:13:09,630 - mmaction - INFO - Epoch [102][1540/1879] lr: 6.627e-02, eta: 3 days, 0:01:31, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6504, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.3690 2021-07-09 21:13:26,687 - mmaction - INFO - Epoch [102][1560/1879] lr: 6.627e-02, eta: 3 days, 0:01:12, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6730, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.4474 2021-07-09 21:13:43,646 - mmaction - INFO - Epoch [102][1580/1879] lr: 6.627e-02, eta: 3 days, 0:00:52, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6570, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.4691 2021-07-09 21:14:01,048 - mmaction - INFO - Epoch [102][1600/1879] lr: 6.627e-02, eta: 3 days, 0:00:34, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6715, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.4606 2021-07-09 21:14:18,168 - mmaction - INFO - Epoch [102][1620/1879] lr: 6.627e-02, eta: 3 days, 0:00:15, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6605, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.4262 2021-07-09 21:14:35,448 - mmaction - INFO - Epoch [102][1640/1879] lr: 6.627e-02, eta: 2 days, 23:59:56, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6656, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.3960 2021-07-09 21:14:52,471 - mmaction - INFO - Epoch [102][1660/1879] lr: 6.627e-02, eta: 2 days, 23:59:36, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.4240 2021-07-09 21:15:09,705 - mmaction - INFO - Epoch [102][1680/1879] lr: 6.627e-02, eta: 2 days, 23:59:18, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.4579 2021-07-09 21:15:26,767 - mmaction - INFO - Epoch [102][1700/1879] lr: 6.627e-02, eta: 2 days, 23:58:58, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6805, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.4837 2021-07-09 21:15:44,023 - mmaction - INFO - Epoch [102][1720/1879] lr: 6.627e-02, eta: 2 days, 23:58:40, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6629, loss_cls: 2.5950, loss: 2.5950, grad_norm: 2.4419 2021-07-09 21:16:00,989 - mmaction - INFO - Epoch [102][1740/1879] lr: 6.627e-02, eta: 2 days, 23:58:20, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6770, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.4690 2021-07-09 21:16:18,020 - mmaction - INFO - Epoch [102][1760/1879] lr: 6.627e-02, eta: 2 days, 23:58:01, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6762, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.4655 2021-07-09 21:16:35,088 - mmaction - INFO - Epoch [102][1780/1879] lr: 6.627e-02, eta: 2 days, 23:57:42, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6687, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.4045 2021-07-09 21:16:52,044 - mmaction - INFO - Epoch [102][1800/1879] lr: 6.627e-02, eta: 2 days, 23:57:22, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6691, loss_cls: 2.6014, loss: 2.6014, grad_norm: 2.4440 2021-07-09 21:17:08,902 - mmaction - INFO - Epoch [102][1820/1879] lr: 6.627e-02, eta: 2 days, 23:57:03, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6652, loss_cls: 2.5833, loss: 2.5833, grad_norm: 2.4649 2021-07-09 21:17:26,096 - mmaction - INFO - Epoch [102][1840/1879] lr: 6.627e-02, eta: 2 days, 23:56:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6547, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.4170 2021-07-09 21:17:43,084 - mmaction - INFO - Epoch [102][1860/1879] lr: 6.627e-02, eta: 2 days, 23:56:25, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6543, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.4853 2021-07-09 21:18:10,869 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 21:18:10,880 - mmaction - INFO - 106 BN found 2021-07-09 21:22:44,887 - mmaction - INFO - BN stats updated 2021-07-09 21:23:59,179 - mmaction - INFO - Epoch [103][20/1879] lr: 6.568e-02, eta: 2 days, 23:56:46, time: 3.612, data_time: 2.685, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6941, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.4183 2021-07-09 21:24:15,687 - mmaction - INFO - Epoch [103][40/1879] lr: 6.568e-02, eta: 2 days, 23:56:26, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6723, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.4518 2021-07-09 21:24:32,185 - mmaction - INFO - Epoch [103][60/1879] lr: 6.568e-02, eta: 2 days, 23:56:06, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6742, loss_cls: 2.5620, loss: 2.5620, grad_norm: 2.3547 2021-07-09 21:24:48,757 - mmaction - INFO - Epoch [103][80/1879] lr: 6.568e-02, eta: 2 days, 23:55:46, time: 0.827, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6793, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.4333 2021-07-09 21:25:05,418 - mmaction - INFO - Epoch [103][100/1879] lr: 6.568e-02, eta: 2 days, 23:55:27, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6527, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.4761 2021-07-09 21:25:22,110 - mmaction - INFO - Epoch [103][120/1879] lr: 6.568e-02, eta: 2 days, 23:55:07, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6699, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.4162 2021-07-09 21:25:38,837 - mmaction - INFO - Epoch [103][140/1879] lr: 6.568e-02, eta: 2 days, 23:54:47, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6660, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.4185 2021-07-09 21:25:55,718 - mmaction - INFO - Epoch [103][160/1879] lr: 6.568e-02, eta: 2 days, 23:54:28, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.4346 2021-07-09 21:26:12,581 - mmaction - INFO - Epoch [103][180/1879] lr: 6.568e-02, eta: 2 days, 23:54:08, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6609, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.4107 2021-07-09 21:26:29,562 - mmaction - INFO - Epoch [103][200/1879] lr: 6.568e-02, eta: 2 days, 23:53:49, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6684, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.4621 2021-07-09 21:26:46,516 - mmaction - INFO - Epoch [103][220/1879] lr: 6.568e-02, eta: 2 days, 23:53:30, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6648, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.5007 2021-07-09 21:27:03,500 - mmaction - INFO - Epoch [103][240/1879] lr: 6.568e-02, eta: 2 days, 23:53:10, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.4203 2021-07-09 21:27:20,482 - mmaction - INFO - Epoch [103][260/1879] lr: 6.568e-02, eta: 2 days, 23:52:51, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6734, loss_cls: 2.5068, loss: 2.5068, grad_norm: 2.3914 2021-07-09 21:27:37,583 - mmaction - INFO - Epoch [103][280/1879] lr: 6.568e-02, eta: 2 days, 23:52:32, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6645, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.4709 2021-07-09 21:27:54,668 - mmaction - INFO - Epoch [103][300/1879] lr: 6.568e-02, eta: 2 days, 23:52:13, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6738, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.3991 2021-07-09 21:28:11,655 - mmaction - INFO - Epoch [103][320/1879] lr: 6.568e-02, eta: 2 days, 23:51:54, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6574, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.4917 2021-07-09 21:28:28,721 - mmaction - INFO - Epoch [103][340/1879] lr: 6.568e-02, eta: 2 days, 23:51:34, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6742, loss_cls: 2.5845, loss: 2.5845, grad_norm: 2.4543 2021-07-09 21:28:45,777 - mmaction - INFO - Epoch [103][360/1879] lr: 6.568e-02, eta: 2 days, 23:51:15, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6715, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.4175 2021-07-09 21:29:02,702 - mmaction - INFO - Epoch [103][380/1879] lr: 6.568e-02, eta: 2 days, 23:50:56, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6676, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.4249 2021-07-09 21:29:19,591 - mmaction - INFO - Epoch [103][400/1879] lr: 6.568e-02, eta: 2 days, 23:50:36, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6730, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.4875 2021-07-09 21:29:36,556 - mmaction - INFO - Epoch [103][420/1879] lr: 6.568e-02, eta: 2 days, 23:50:17, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6652, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.4287 2021-07-09 21:29:53,490 - mmaction - INFO - Epoch [103][440/1879] lr: 6.568e-02, eta: 2 days, 23:49:58, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6668, loss_cls: 2.5781, loss: 2.5781, grad_norm: 2.3972 2021-07-09 21:30:10,548 - mmaction - INFO - Epoch [103][460/1879] lr: 6.568e-02, eta: 2 days, 23:49:39, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6715, loss_cls: 2.5489, loss: 2.5489, grad_norm: 2.4616 2021-07-09 21:30:27,558 - mmaction - INFO - Epoch [103][480/1879] lr: 6.568e-02, eta: 2 days, 23:49:19, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6598, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.4006 2021-07-09 21:30:44,432 - mmaction - INFO - Epoch [103][500/1879] lr: 6.568e-02, eta: 2 days, 23:49:00, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6656, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.4745 2021-07-09 21:31:01,560 - mmaction - INFO - Epoch [103][520/1879] lr: 6.568e-02, eta: 2 days, 23:48:41, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6531, loss_cls: 2.6651, loss: 2.6651, grad_norm: 2.4224 2021-07-09 21:31:18,637 - mmaction - INFO - Epoch [103][540/1879] lr: 6.568e-02, eta: 2 days, 23:48:22, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6703, loss_cls: 2.5723, loss: 2.5723, grad_norm: 2.4280 2021-07-09 21:31:35,711 - mmaction - INFO - Epoch [103][560/1879] lr: 6.568e-02, eta: 2 days, 23:48:03, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6742, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.4047 2021-07-09 21:31:52,868 - mmaction - INFO - Epoch [103][580/1879] lr: 6.568e-02, eta: 2 days, 23:47:44, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6613, loss_cls: 2.5939, loss: 2.5939, grad_norm: 2.4409 2021-07-09 21:32:09,991 - mmaction - INFO - Epoch [103][600/1879] lr: 6.568e-02, eta: 2 days, 23:47:24, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6699, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.4691 2021-07-09 21:32:27,080 - mmaction - INFO - Epoch [103][620/1879] lr: 6.568e-02, eta: 2 days, 23:47:05, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6656, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.4135 2021-07-09 21:32:44,285 - mmaction - INFO - Epoch [103][640/1879] lr: 6.568e-02, eta: 2 days, 23:46:46, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6621, loss_cls: 2.6206, loss: 2.6206, grad_norm: 2.4476 2021-07-09 21:33:01,569 - mmaction - INFO - Epoch [103][660/1879] lr: 6.568e-02, eta: 2 days, 23:46:27, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6773, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.4464 2021-07-09 21:33:18,768 - mmaction - INFO - Epoch [103][680/1879] lr: 6.568e-02, eta: 2 days, 23:46:09, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6801, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.4755 2021-07-09 21:33:35,943 - mmaction - INFO - Epoch [103][700/1879] lr: 6.568e-02, eta: 2 days, 23:45:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6848, loss_cls: 2.5378, loss: 2.5378, grad_norm: 2.3942 2021-07-09 21:33:53,127 - mmaction - INFO - Epoch [103][720/1879] lr: 6.568e-02, eta: 2 days, 23:45:31, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6734, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.4732 2021-07-09 21:34:10,383 - mmaction - INFO - Epoch [103][740/1879] lr: 6.568e-02, eta: 2 days, 23:45:12, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6754, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.4022 2021-07-09 21:34:27,401 - mmaction - INFO - Epoch [103][760/1879] lr: 6.568e-02, eta: 2 days, 23:44:53, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6668, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.3933 2021-07-09 21:34:44,412 - mmaction - INFO - Epoch [103][780/1879] lr: 6.568e-02, eta: 2 days, 23:44:33, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6957, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.4697 2021-07-09 21:35:01,453 - mmaction - INFO - Epoch [103][800/1879] lr: 6.568e-02, eta: 2 days, 23:44:14, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6629, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.4901 2021-07-09 21:35:18,606 - mmaction - INFO - Epoch [103][820/1879] lr: 6.568e-02, eta: 2 days, 23:43:55, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6621, loss_cls: 2.5617, loss: 2.5617, grad_norm: 2.4621 2021-07-09 21:35:35,684 - mmaction - INFO - Epoch [103][840/1879] lr: 6.568e-02, eta: 2 days, 23:43:36, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6820, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.4845 2021-07-09 21:35:52,897 - mmaction - INFO - Epoch [103][860/1879] lr: 6.568e-02, eta: 2 days, 23:43:17, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6750, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.4918 2021-07-09 21:36:09,888 - mmaction - INFO - Epoch [103][880/1879] lr: 6.568e-02, eta: 2 days, 23:42:58, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6492, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.4717 2021-07-09 21:36:27,018 - mmaction - INFO - Epoch [103][900/1879] lr: 6.568e-02, eta: 2 days, 23:42:39, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6676, loss_cls: 2.6292, loss: 2.6292, grad_norm: 2.4420 2021-07-09 21:36:44,072 - mmaction - INFO - Epoch [103][920/1879] lr: 6.568e-02, eta: 2 days, 23:42:20, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6715, loss_cls: 2.5823, loss: 2.5823, grad_norm: 2.4285 2021-07-09 21:37:01,221 - mmaction - INFO - Epoch [103][940/1879] lr: 6.568e-02, eta: 2 days, 23:42:01, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.5169 2021-07-09 21:37:18,192 - mmaction - INFO - Epoch [103][960/1879] lr: 6.568e-02, eta: 2 days, 23:41:41, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5917, loss: 2.5917, grad_norm: 2.4253 2021-07-09 21:37:35,289 - mmaction - INFO - Epoch [103][980/1879] lr: 6.568e-02, eta: 2 days, 23:41:22, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.4633 2021-07-09 21:37:52,372 - mmaction - INFO - Epoch [103][1000/1879] lr: 6.568e-02, eta: 2 days, 23:41:03, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6641, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.4562 2021-07-09 21:38:09,572 - mmaction - INFO - Epoch [103][1020/1879] lr: 6.568e-02, eta: 2 days, 23:40:44, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6613, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.3847 2021-07-09 21:38:26,531 - mmaction - INFO - Epoch [103][1040/1879] lr: 6.568e-02, eta: 2 days, 23:40:25, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6715, loss_cls: 2.5295, loss: 2.5295, grad_norm: 2.3890 2021-07-09 21:38:43,632 - mmaction - INFO - Epoch [103][1060/1879] lr: 6.568e-02, eta: 2 days, 23:40:06, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6762, loss_cls: 2.5866, loss: 2.5866, grad_norm: 2.4455 2021-07-09 21:39:00,585 - mmaction - INFO - Epoch [103][1080/1879] lr: 6.568e-02, eta: 2 days, 23:39:46, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6738, loss_cls: 2.5391, loss: 2.5391, grad_norm: 2.4077 2021-07-09 21:39:17,873 - mmaction - INFO - Epoch [103][1100/1879] lr: 6.568e-02, eta: 2 days, 23:39:28, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6816, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.4417 2021-07-09 21:39:34,917 - mmaction - INFO - Epoch [103][1120/1879] lr: 6.568e-02, eta: 2 days, 23:39:08, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6723, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.5158 2021-07-09 21:39:52,202 - mmaction - INFO - Epoch [103][1140/1879] lr: 6.568e-02, eta: 2 days, 23:38:50, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6762, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.3959 2021-07-09 21:40:09,227 - mmaction - INFO - Epoch [103][1160/1879] lr: 6.568e-02, eta: 2 days, 23:38:30, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.4761 2021-07-09 21:40:26,423 - mmaction - INFO - Epoch [103][1180/1879] lr: 6.568e-02, eta: 2 days, 23:38:11, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6562, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.4380 2021-07-09 21:40:43,463 - mmaction - INFO - Epoch [103][1200/1879] lr: 6.568e-02, eta: 2 days, 23:37:52, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6574, loss_cls: 2.6217, loss: 2.6217, grad_norm: 2.4584 2021-07-09 21:41:00,545 - mmaction - INFO - Epoch [103][1220/1879] lr: 6.568e-02, eta: 2 days, 23:37:33, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6668, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.4735 2021-07-09 21:41:17,688 - mmaction - INFO - Epoch [103][1240/1879] lr: 6.568e-02, eta: 2 days, 23:37:14, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6687, loss_cls: 2.5309, loss: 2.5309, grad_norm: 2.3706 2021-07-09 21:41:34,879 - mmaction - INFO - Epoch [103][1260/1879] lr: 6.568e-02, eta: 2 days, 23:36:55, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6746, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.4675 2021-07-09 21:41:51,824 - mmaction - INFO - Epoch [103][1280/1879] lr: 6.568e-02, eta: 2 days, 23:36:36, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6676, loss_cls: 2.5991, loss: 2.5991, grad_norm: 2.3958 2021-07-09 21:42:09,044 - mmaction - INFO - Epoch [103][1300/1879] lr: 6.568e-02, eta: 2 days, 23:36:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6707, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.4365 2021-07-09 21:42:26,090 - mmaction - INFO - Epoch [103][1320/1879] lr: 6.568e-02, eta: 2 days, 23:35:58, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6652, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.4582 2021-07-09 21:42:42,928 - mmaction - INFO - Epoch [103][1340/1879] lr: 6.568e-02, eta: 2 days, 23:35:38, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6553, loss: 2.6553, grad_norm: 2.4141 2021-07-09 21:43:00,017 - mmaction - INFO - Epoch [103][1360/1879] lr: 6.568e-02, eta: 2 days, 23:35:19, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6785, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.3938 2021-07-09 21:43:17,098 - mmaction - INFO - Epoch [103][1380/1879] lr: 6.568e-02, eta: 2 days, 23:35:00, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.4469 2021-07-09 21:43:34,205 - mmaction - INFO - Epoch [103][1400/1879] lr: 6.568e-02, eta: 2 days, 23:34:41, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6559, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.4268 2021-07-09 21:43:51,176 - mmaction - INFO - Epoch [103][1420/1879] lr: 6.568e-02, eta: 2 days, 23:34:22, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6656, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.3936 2021-07-09 21:44:08,133 - mmaction - INFO - Epoch [103][1440/1879] lr: 6.568e-02, eta: 2 days, 23:34:02, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6715, loss_cls: 2.5899, loss: 2.5899, grad_norm: 2.4026 2021-07-09 21:44:25,156 - mmaction - INFO - Epoch [103][1460/1879] lr: 6.568e-02, eta: 2 days, 23:33:43, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6730, loss_cls: 2.5454, loss: 2.5454, grad_norm: 2.3485 2021-07-09 21:44:42,322 - mmaction - INFO - Epoch [103][1480/1879] lr: 6.568e-02, eta: 2 days, 23:33:24, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6711, loss_cls: 2.5317, loss: 2.5317, grad_norm: 2.4258 2021-07-09 21:44:59,310 - mmaction - INFO - Epoch [103][1500/1879] lr: 6.568e-02, eta: 2 days, 23:33:05, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6730, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.4244 2021-07-09 21:45:16,329 - mmaction - INFO - Epoch [103][1520/1879] lr: 6.568e-02, eta: 2 days, 23:32:46, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6699, loss_cls: 2.6045, loss: 2.6045, grad_norm: 2.4506 2021-07-09 21:45:33,374 - mmaction - INFO - Epoch [103][1540/1879] lr: 6.568e-02, eta: 2 days, 23:32:27, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6664, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.4795 2021-07-09 21:45:50,427 - mmaction - INFO - Epoch [103][1560/1879] lr: 6.568e-02, eta: 2 days, 23:32:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.4569 2021-07-09 21:46:07,494 - mmaction - INFO - Epoch [103][1580/1879] lr: 6.568e-02, eta: 2 days, 23:31:48, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.4321 2021-07-09 21:46:24,643 - mmaction - INFO - Epoch [103][1600/1879] lr: 6.568e-02, eta: 2 days, 23:31:29, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6418, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.4618 2021-07-09 21:46:41,713 - mmaction - INFO - Epoch [103][1620/1879] lr: 6.568e-02, eta: 2 days, 23:31:10, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5679, loss: 2.5679, grad_norm: 2.3984 2021-07-09 21:46:58,887 - mmaction - INFO - Epoch [103][1640/1879] lr: 6.568e-02, eta: 2 days, 23:30:51, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6477, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.4189 2021-07-09 21:47:15,948 - mmaction - INFO - Epoch [103][1660/1879] lr: 6.568e-02, eta: 2 days, 23:30:32, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6668, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.4007 2021-07-09 21:47:33,144 - mmaction - INFO - Epoch [103][1680/1879] lr: 6.568e-02, eta: 2 days, 23:30:13, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6660, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.4146 2021-07-09 21:47:50,026 - mmaction - INFO - Epoch [103][1700/1879] lr: 6.568e-02, eta: 2 days, 23:29:54, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6668, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.4751 2021-07-09 21:48:07,224 - mmaction - INFO - Epoch [103][1720/1879] lr: 6.568e-02, eta: 2 days, 23:29:35, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6762, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.4189 2021-07-09 21:48:24,137 - mmaction - INFO - Epoch [103][1740/1879] lr: 6.568e-02, eta: 2 days, 23:29:16, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6605, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.4452 2021-07-09 21:48:41,215 - mmaction - INFO - Epoch [103][1760/1879] lr: 6.568e-02, eta: 2 days, 23:28:56, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6848, loss_cls: 2.5280, loss: 2.5280, grad_norm: 2.4675 2021-07-09 21:48:58,344 - mmaction - INFO - Epoch [103][1780/1879] lr: 6.568e-02, eta: 2 days, 23:28:37, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6684, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.4609 2021-07-09 21:49:15,339 - mmaction - INFO - Epoch [103][1800/1879] lr: 6.568e-02, eta: 2 days, 23:28:18, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.3883 2021-07-09 21:49:32,261 - mmaction - INFO - Epoch [103][1820/1879] lr: 6.568e-02, eta: 2 days, 23:27:59, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6664, loss_cls: 2.5737, loss: 2.5737, grad_norm: 2.3519 2021-07-09 21:49:49,456 - mmaction - INFO - Epoch [103][1840/1879] lr: 6.568e-02, eta: 2 days, 23:27:40, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6707, loss_cls: 2.5751, loss: 2.5751, grad_norm: 2.4457 2021-07-09 21:50:06,365 - mmaction - INFO - Epoch [103][1860/1879] lr: 6.568e-02, eta: 2 days, 23:27:21, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6699, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.4404 2021-07-09 21:50:25,265 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 21:50:25,269 - mmaction - INFO - 106 BN found 2021-07-09 21:55:02,689 - mmaction - INFO - BN stats updated 2021-07-09 21:56:46,706 - mmaction - INFO - Epoch [104][20/1879] lr: 6.510e-02, eta: 2 days, 23:28:25, time: 5.097, data_time: 4.199, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6703, loss_cls: 2.6217, loss: 2.6217, grad_norm: 2.4735 2021-07-09 21:57:03,278 - mmaction - INFO - Epoch [104][40/1879] lr: 6.510e-02, eta: 2 days, 23:28:05, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6574, loss_cls: 2.6490, loss: 2.6490, grad_norm: 2.3964 2021-07-09 21:57:19,754 - mmaction - INFO - Epoch [104][60/1879] lr: 6.510e-02, eta: 2 days, 23:27:45, time: 0.823, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6574, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.3926 2021-07-09 21:57:36,376 - mmaction - INFO - Epoch [104][80/1879] lr: 6.510e-02, eta: 2 days, 23:27:26, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6770, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.4598 2021-07-09 21:57:52,894 - mmaction - INFO - Epoch [104][100/1879] lr: 6.510e-02, eta: 2 days, 23:27:06, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6715, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.4060 2021-07-09 21:58:09,593 - mmaction - INFO - Epoch [104][120/1879] lr: 6.510e-02, eta: 2 days, 23:26:46, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6797, loss_cls: 2.5835, loss: 2.5835, grad_norm: 2.4560 2021-07-09 21:58:26,315 - mmaction - INFO - Epoch [104][140/1879] lr: 6.510e-02, eta: 2 days, 23:26:26, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6562, loss_cls: 2.5626, loss: 2.5626, grad_norm: 2.4556 2021-07-09 21:58:43,066 - mmaction - INFO - Epoch [104][160/1879] lr: 6.510e-02, eta: 2 days, 23:26:07, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6574, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.5310 2021-07-09 21:58:59,956 - mmaction - INFO - Epoch [104][180/1879] lr: 6.510e-02, eta: 2 days, 23:25:47, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6813, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.4114 2021-07-09 21:59:16,964 - mmaction - INFO - Epoch [104][200/1879] lr: 6.510e-02, eta: 2 days, 23:25:28, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6473, loss_cls: 2.6848, loss: 2.6848, grad_norm: 2.4659 2021-07-09 21:59:33,962 - mmaction - INFO - Epoch [104][220/1879] lr: 6.510e-02, eta: 2 days, 23:25:09, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6672, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.4283 2021-07-09 21:59:50,994 - mmaction - INFO - Epoch [104][240/1879] lr: 6.510e-02, eta: 2 days, 23:24:50, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6699, loss_cls: 2.5546, loss: 2.5546, grad_norm: 2.3911 2021-07-09 22:00:08,012 - mmaction - INFO - Epoch [104][260/1879] lr: 6.510e-02, eta: 2 days, 23:24:30, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6594, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.4131 2021-07-09 22:00:25,034 - mmaction - INFO - Epoch [104][280/1879] lr: 6.510e-02, eta: 2 days, 23:24:11, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6598, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.4054 2021-07-09 22:00:42,156 - mmaction - INFO - Epoch [104][300/1879] lr: 6.510e-02, eta: 2 days, 23:23:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6465, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.4892 2021-07-09 22:00:59,183 - mmaction - INFO - Epoch [104][320/1879] lr: 6.510e-02, eta: 2 days, 23:23:33, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6785, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.4053 2021-07-09 22:01:16,332 - mmaction - INFO - Epoch [104][340/1879] lr: 6.510e-02, eta: 2 days, 23:23:14, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6742, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.4094 2021-07-09 22:01:33,487 - mmaction - INFO - Epoch [104][360/1879] lr: 6.510e-02, eta: 2 days, 23:22:55, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6926, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.4205 2021-07-09 22:01:50,514 - mmaction - INFO - Epoch [104][380/1879] lr: 6.510e-02, eta: 2 days, 23:22:36, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6687, loss_cls: 2.5704, loss: 2.5704, grad_norm: 2.4823 2021-07-09 22:02:07,409 - mmaction - INFO - Epoch [104][400/1879] lr: 6.510e-02, eta: 2 days, 23:22:16, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6621, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.4328 2021-07-09 22:02:24,577 - mmaction - INFO - Epoch [104][420/1879] lr: 6.510e-02, eta: 2 days, 23:21:57, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6605, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.4018 2021-07-09 22:02:41,575 - mmaction - INFO - Epoch [104][440/1879] lr: 6.510e-02, eta: 2 days, 23:21:38, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6594, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.4279 2021-07-09 22:02:58,630 - mmaction - INFO - Epoch [104][460/1879] lr: 6.510e-02, eta: 2 days, 23:21:19, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6578, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3887 2021-07-09 22:03:15,702 - mmaction - INFO - Epoch [104][480/1879] lr: 6.510e-02, eta: 2 days, 23:21:00, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6637, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.4008 2021-07-09 22:03:32,844 - mmaction - INFO - Epoch [104][500/1879] lr: 6.510e-02, eta: 2 days, 23:20:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6574, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.4200 2021-07-09 22:03:49,958 - mmaction - INFO - Epoch [104][520/1879] lr: 6.510e-02, eta: 2 days, 23:20:22, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6586, loss_cls: 2.6208, loss: 2.6208, grad_norm: 2.4248 2021-07-09 22:04:07,029 - mmaction - INFO - Epoch [104][540/1879] lr: 6.510e-02, eta: 2 days, 23:20:03, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6762, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.4287 2021-07-09 22:04:24,158 - mmaction - INFO - Epoch [104][560/1879] lr: 6.510e-02, eta: 2 days, 23:19:44, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6645, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.4295 2021-07-09 22:04:41,386 - mmaction - INFO - Epoch [104][580/1879] lr: 6.510e-02, eta: 2 days, 23:19:25, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6832, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.4209 2021-07-09 22:04:58,361 - mmaction - INFO - Epoch [104][600/1879] lr: 6.510e-02, eta: 2 days, 23:19:05, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6828, loss_cls: 2.5004, loss: 2.5004, grad_norm: 2.4721 2021-07-09 22:05:15,462 - mmaction - INFO - Epoch [104][620/1879] lr: 6.510e-02, eta: 2 days, 23:18:46, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6691, loss_cls: 2.6007, loss: 2.6007, grad_norm: 2.4613 2021-07-09 22:05:32,495 - mmaction - INFO - Epoch [104][640/1879] lr: 6.510e-02, eta: 2 days, 23:18:27, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6523, loss_cls: 2.6635, loss: 2.6635, grad_norm: 2.4475 2021-07-09 22:05:49,643 - mmaction - INFO - Epoch [104][660/1879] lr: 6.510e-02, eta: 2 days, 23:18:08, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6797, loss_cls: 2.5187, loss: 2.5187, grad_norm: 2.4260 2021-07-09 22:06:06,729 - mmaction - INFO - Epoch [104][680/1879] lr: 6.510e-02, eta: 2 days, 23:17:49, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6730, loss_cls: 2.5450, loss: 2.5450, grad_norm: 2.4471 2021-07-09 22:06:23,814 - mmaction - INFO - Epoch [104][700/1879] lr: 6.510e-02, eta: 2 days, 23:17:30, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6582, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.4470 2021-07-09 22:06:40,684 - mmaction - INFO - Epoch [104][720/1879] lr: 6.510e-02, eta: 2 days, 23:17:11, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6699, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.4995 2021-07-09 22:06:57,802 - mmaction - INFO - Epoch [104][740/1879] lr: 6.510e-02, eta: 2 days, 23:16:51, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6734, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.4742 2021-07-09 22:07:14,758 - mmaction - INFO - Epoch [104][760/1879] lr: 6.510e-02, eta: 2 days, 23:16:32, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6797, loss_cls: 2.5503, loss: 2.5503, grad_norm: 2.4530 2021-07-09 22:07:31,819 - mmaction - INFO - Epoch [104][780/1879] lr: 6.510e-02, eta: 2 days, 23:16:13, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6641, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.3614 2021-07-09 22:07:48,775 - mmaction - INFO - Epoch [104][800/1879] lr: 6.510e-02, eta: 2 days, 23:15:54, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6773, loss_cls: 2.5416, loss: 2.5416, grad_norm: 2.4737 2021-07-09 22:08:05,716 - mmaction - INFO - Epoch [104][820/1879] lr: 6.510e-02, eta: 2 days, 23:15:34, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6633, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.4608 2021-07-09 22:08:22,812 - mmaction - INFO - Epoch [104][840/1879] lr: 6.510e-02, eta: 2 days, 23:15:15, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6672, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.3900 2021-07-09 22:08:39,937 - mmaction - INFO - Epoch [104][860/1879] lr: 6.510e-02, eta: 2 days, 23:14:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6660, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.4319 2021-07-09 22:08:56,986 - mmaction - INFO - Epoch [104][880/1879] lr: 6.510e-02, eta: 2 days, 23:14:37, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6734, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.3555 2021-07-09 22:09:13,923 - mmaction - INFO - Epoch [104][900/1879] lr: 6.510e-02, eta: 2 days, 23:14:18, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6730, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.4656 2021-07-09 22:09:30,997 - mmaction - INFO - Epoch [104][920/1879] lr: 6.510e-02, eta: 2 days, 23:13:59, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6711, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.4350 2021-07-09 22:09:48,054 - mmaction - INFO - Epoch [104][940/1879] lr: 6.510e-02, eta: 2 days, 23:13:40, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6699, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.4286 2021-07-09 22:10:05,052 - mmaction - INFO - Epoch [104][960/1879] lr: 6.510e-02, eta: 2 days, 23:13:20, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6699, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.3932 2021-07-09 22:10:22,110 - mmaction - INFO - Epoch [104][980/1879] lr: 6.510e-02, eta: 2 days, 23:13:01, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6770, loss_cls: 2.5247, loss: 2.5247, grad_norm: 2.4445 2021-07-09 22:10:39,251 - mmaction - INFO - Epoch [104][1000/1879] lr: 6.510e-02, eta: 2 days, 23:12:42, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.6456, loss: 2.6456, grad_norm: 2.4760 2021-07-09 22:10:56,119 - mmaction - INFO - Epoch [104][1020/1879] lr: 6.510e-02, eta: 2 days, 23:12:23, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6715, loss_cls: 2.5753, loss: 2.5753, grad_norm: 2.4490 2021-07-09 22:11:13,341 - mmaction - INFO - Epoch [104][1040/1879] lr: 6.510e-02, eta: 2 days, 23:12:04, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.4869 2021-07-09 22:11:30,401 - mmaction - INFO - Epoch [104][1060/1879] lr: 6.510e-02, eta: 2 days, 23:11:45, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6617, loss_cls: 2.6367, loss: 2.6367, grad_norm: 2.4647 2021-07-09 22:11:47,592 - mmaction - INFO - Epoch [104][1080/1879] lr: 6.510e-02, eta: 2 days, 23:11:26, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6750, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.4146 2021-07-09 22:12:04,550 - mmaction - INFO - Epoch [104][1100/1879] lr: 6.510e-02, eta: 2 days, 23:11:07, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6578, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.4587 2021-07-09 22:12:21,683 - mmaction - INFO - Epoch [104][1120/1879] lr: 6.510e-02, eta: 2 days, 23:10:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6645, loss_cls: 2.6159, loss: 2.6159, grad_norm: 2.4494 2021-07-09 22:12:38,755 - mmaction - INFO - Epoch [104][1140/1879] lr: 6.510e-02, eta: 2 days, 23:10:28, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6449, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.4660 2021-07-09 22:12:55,899 - mmaction - INFO - Epoch [104][1160/1879] lr: 6.510e-02, eta: 2 days, 23:10:10, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6719, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.5362 2021-07-09 22:13:12,944 - mmaction - INFO - Epoch [104][1180/1879] lr: 6.510e-02, eta: 2 days, 23:09:50, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6750, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.4343 2021-07-09 22:13:30,139 - mmaction - INFO - Epoch [104][1200/1879] lr: 6.510e-02, eta: 2 days, 23:09:31, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6645, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.4520 2021-07-09 22:13:47,192 - mmaction - INFO - Epoch [104][1220/1879] lr: 6.510e-02, eta: 2 days, 23:09:12, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6820, loss_cls: 2.5282, loss: 2.5282, grad_norm: 2.5104 2021-07-09 22:14:04,411 - mmaction - INFO - Epoch [104][1240/1879] lr: 6.510e-02, eta: 2 days, 23:08:53, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6789, loss_cls: 2.5423, loss: 2.5423, grad_norm: 2.4333 2021-07-09 22:14:21,467 - mmaction - INFO - Epoch [104][1260/1879] lr: 6.510e-02, eta: 2 days, 23:08:34, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6754, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.4551 2021-07-09 22:14:38,709 - mmaction - INFO - Epoch [104][1280/1879] lr: 6.510e-02, eta: 2 days, 23:08:15, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6719, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.4568 2021-07-09 22:14:55,591 - mmaction - INFO - Epoch [104][1300/1879] lr: 6.510e-02, eta: 2 days, 23:07:56, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6758, loss_cls: 2.5418, loss: 2.5418, grad_norm: 2.4257 2021-07-09 22:15:12,867 - mmaction - INFO - Epoch [104][1320/1879] lr: 6.510e-02, eta: 2 days, 23:07:37, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6652, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.4422 2021-07-09 22:15:29,813 - mmaction - INFO - Epoch [104][1340/1879] lr: 6.510e-02, eta: 2 days, 23:07:18, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6629, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.4010 2021-07-09 22:15:46,873 - mmaction - INFO - Epoch [104][1360/1879] lr: 6.510e-02, eta: 2 days, 23:06:59, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6539, loss_cls: 2.6105, loss: 2.6105, grad_norm: 2.4327 2021-07-09 22:16:03,906 - mmaction - INFO - Epoch [104][1380/1879] lr: 6.510e-02, eta: 2 days, 23:06:40, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6680, loss_cls: 2.6155, loss: 2.6155, grad_norm: 2.4625 2021-07-09 22:16:21,074 - mmaction - INFO - Epoch [104][1400/1879] lr: 6.510e-02, eta: 2 days, 23:06:21, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6570, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.3712 2021-07-09 22:16:38,327 - mmaction - INFO - Epoch [104][1420/1879] lr: 6.510e-02, eta: 2 days, 23:06:02, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6645, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.3557 2021-07-09 22:16:55,510 - mmaction - INFO - Epoch [104][1440/1879] lr: 6.510e-02, eta: 2 days, 23:05:43, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6660, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.4150 2021-07-09 22:17:12,326 - mmaction - INFO - Epoch [104][1460/1879] lr: 6.510e-02, eta: 2 days, 23:05:23, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6652, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.4199 2021-07-09 22:17:29,509 - mmaction - INFO - Epoch [104][1480/1879] lr: 6.510e-02, eta: 2 days, 23:05:04, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6586, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.4233 2021-07-09 22:17:46,582 - mmaction - INFO - Epoch [104][1500/1879] lr: 6.510e-02, eta: 2 days, 23:04:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6676, loss_cls: 2.5839, loss: 2.5839, grad_norm: 2.4012 2021-07-09 22:18:03,595 - mmaction - INFO - Epoch [104][1520/1879] lr: 6.510e-02, eta: 2 days, 23:04:26, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6719, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.4494 2021-07-09 22:18:20,684 - mmaction - INFO - Epoch [104][1540/1879] lr: 6.510e-02, eta: 2 days, 23:04:07, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6805, loss_cls: 2.5382, loss: 2.5382, grad_norm: 2.4859 2021-07-09 22:18:37,681 - mmaction - INFO - Epoch [104][1560/1879] lr: 6.510e-02, eta: 2 days, 23:03:48, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6738, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.3996 2021-07-09 22:18:54,778 - mmaction - INFO - Epoch [104][1580/1879] lr: 6.510e-02, eta: 2 days, 23:03:29, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6586, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.4794 2021-07-09 22:19:11,944 - mmaction - INFO - Epoch [104][1600/1879] lr: 6.510e-02, eta: 2 days, 23:03:10, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6723, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.4114 2021-07-09 22:19:29,079 - mmaction - INFO - Epoch [104][1620/1879] lr: 6.510e-02, eta: 2 days, 23:02:51, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.3966 2021-07-09 22:19:46,202 - mmaction - INFO - Epoch [104][1640/1879] lr: 6.510e-02, eta: 2 days, 23:02:32, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6680, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.4894 2021-07-09 22:20:03,196 - mmaction - INFO - Epoch [104][1660/1879] lr: 6.510e-02, eta: 2 days, 23:02:13, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6711, loss_cls: 2.5326, loss: 2.5326, grad_norm: 2.4048 2021-07-09 22:20:20,270 - mmaction - INFO - Epoch [104][1680/1879] lr: 6.510e-02, eta: 2 days, 23:01:54, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6691, loss_cls: 2.5562, loss: 2.5562, grad_norm: 2.4468 2021-07-09 22:20:37,324 - mmaction - INFO - Epoch [104][1700/1879] lr: 6.510e-02, eta: 2 days, 23:01:34, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6512, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.3967 2021-07-09 22:20:54,426 - mmaction - INFO - Epoch [104][1720/1879] lr: 6.510e-02, eta: 2 days, 23:01:15, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6648, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.5149 2021-07-09 22:21:11,456 - mmaction - INFO - Epoch [104][1740/1879] lr: 6.510e-02, eta: 2 days, 23:00:56, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6691, loss_cls: 2.5737, loss: 2.5737, grad_norm: 2.4644 2021-07-09 22:21:28,424 - mmaction - INFO - Epoch [104][1760/1879] lr: 6.510e-02, eta: 2 days, 23:00:37, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6559, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.4934 2021-07-09 22:21:45,533 - mmaction - INFO - Epoch [104][1780/1879] lr: 6.510e-02, eta: 2 days, 23:00:18, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6531, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.4134 2021-07-09 22:22:02,655 - mmaction - INFO - Epoch [104][1800/1879] lr: 6.510e-02, eta: 2 days, 22:59:59, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6496, loss_cls: 2.5958, loss: 2.5958, grad_norm: 2.3956 2021-07-09 22:22:19,668 - mmaction - INFO - Epoch [104][1820/1879] lr: 6.510e-02, eta: 2 days, 22:59:40, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6727, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.3885 2021-07-09 22:22:36,950 - mmaction - INFO - Epoch [104][1840/1879] lr: 6.510e-02, eta: 2 days, 22:59:21, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6527, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.4437 2021-07-09 22:22:54,045 - mmaction - INFO - Epoch [104][1860/1879] lr: 6.510e-02, eta: 2 days, 22:59:02, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.4183 2021-07-09 22:23:13,672 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 22:23:13,677 - mmaction - INFO - 106 BN found 2021-07-09 22:27:53,100 - mmaction - INFO - BN stats updated 2021-07-09 22:27:55,114 - mmaction - INFO - Saving checkpoint at 104 epochs 2021-07-09 22:29:43,625 - mmaction - INFO - Epoch [105][20/1879] lr: 6.451e-02, eta: 2 days, 23:00:13, time: 5.371, data_time: 4.499, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.4237 2021-07-09 22:30:00,083 - mmaction - INFO - Epoch [105][40/1879] lr: 6.451e-02, eta: 2 days, 22:59:53, time: 0.825, data_time: 0.007, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.4435 2021-07-09 22:30:16,671 - mmaction - INFO - Epoch [105][60/1879] lr: 6.451e-02, eta: 2 days, 22:59:33, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6629, loss_cls: 2.5602, loss: 2.5602, grad_norm: 2.4295 2021-07-09 22:30:33,340 - mmaction - INFO - Epoch [105][80/1879] lr: 6.451e-02, eta: 2 days, 22:59:13, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6863, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.4609 2021-07-09 22:30:49,938 - mmaction - INFO - Epoch [105][100/1879] lr: 6.451e-02, eta: 2 days, 22:58:54, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6828, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.4600 2021-07-09 22:31:06,564 - mmaction - INFO - Epoch [105][120/1879] lr: 6.451e-02, eta: 2 days, 22:58:34, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6641, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.5033 2021-07-09 22:31:23,341 - mmaction - INFO - Epoch [105][140/1879] lr: 6.451e-02, eta: 2 days, 22:58:14, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6570, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.5034 2021-07-09 22:31:40,122 - mmaction - INFO - Epoch [105][160/1879] lr: 6.451e-02, eta: 2 days, 22:57:55, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6715, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.5119 2021-07-09 22:31:56,984 - mmaction - INFO - Epoch [105][180/1879] lr: 6.451e-02, eta: 2 days, 22:57:35, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6801, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.4418 2021-07-09 22:32:13,850 - mmaction - INFO - Epoch [105][200/1879] lr: 6.451e-02, eta: 2 days, 22:57:16, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6645, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.4494 2021-07-09 22:32:30,964 - mmaction - INFO - Epoch [105][220/1879] lr: 6.451e-02, eta: 2 days, 22:56:57, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6719, loss_cls: 2.5598, loss: 2.5598, grad_norm: 2.4504 2021-07-09 22:32:48,013 - mmaction - INFO - Epoch [105][240/1879] lr: 6.451e-02, eta: 2 days, 22:56:38, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6590, loss_cls: 2.6089, loss: 2.6089, grad_norm: 2.4634 2021-07-09 22:33:04,997 - mmaction - INFO - Epoch [105][260/1879] lr: 6.451e-02, eta: 2 days, 22:56:19, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.4637 2021-07-09 22:33:21,980 - mmaction - INFO - Epoch [105][280/1879] lr: 6.451e-02, eta: 2 days, 22:55:59, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6699, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.4459 2021-07-09 22:33:38,947 - mmaction - INFO - Epoch [105][300/1879] lr: 6.451e-02, eta: 2 days, 22:55:40, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.4134 2021-07-09 22:33:55,970 - mmaction - INFO - Epoch [105][320/1879] lr: 6.451e-02, eta: 2 days, 22:55:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5207, loss: 2.5207, grad_norm: 2.4301 2021-07-09 22:34:13,022 - mmaction - INFO - Epoch [105][340/1879] lr: 6.451e-02, eta: 2 days, 22:55:02, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6645, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.5230 2021-07-09 22:34:30,025 - mmaction - INFO - Epoch [105][360/1879] lr: 6.451e-02, eta: 2 days, 22:54:43, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6816, loss_cls: 2.5602, loss: 2.5602, grad_norm: 2.4513 2021-07-09 22:34:47,007 - mmaction - INFO - Epoch [105][380/1879] lr: 6.451e-02, eta: 2 days, 22:54:23, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6578, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.4635 2021-07-09 22:35:04,050 - mmaction - INFO - Epoch [105][400/1879] lr: 6.451e-02, eta: 2 days, 22:54:04, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6801, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.3851 2021-07-09 22:35:20,945 - mmaction - INFO - Epoch [105][420/1879] lr: 6.451e-02, eta: 2 days, 22:53:45, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6574, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.4223 2021-07-09 22:35:38,012 - mmaction - INFO - Epoch [105][440/1879] lr: 6.451e-02, eta: 2 days, 22:53:26, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6598, loss_cls: 2.6678, loss: 2.6678, grad_norm: 2.4669 2021-07-09 22:35:54,942 - mmaction - INFO - Epoch [105][460/1879] lr: 6.451e-02, eta: 2 days, 22:53:06, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6609, loss_cls: 2.6303, loss: 2.6303, grad_norm: 2.5097 2021-07-09 22:36:11,925 - mmaction - INFO - Epoch [105][480/1879] lr: 6.451e-02, eta: 2 days, 22:52:47, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6691, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.4657 2021-07-09 22:36:28,885 - mmaction - INFO - Epoch [105][500/1879] lr: 6.451e-02, eta: 2 days, 22:52:28, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6727, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.4114 2021-07-09 22:36:46,078 - mmaction - INFO - Epoch [105][520/1879] lr: 6.451e-02, eta: 2 days, 22:52:09, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6730, loss_cls: 2.5507, loss: 2.5507, grad_norm: 2.4840 2021-07-09 22:37:02,929 - mmaction - INFO - Epoch [105][540/1879] lr: 6.451e-02, eta: 2 days, 22:51:50, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6707, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.4640 2021-07-09 22:37:20,095 - mmaction - INFO - Epoch [105][560/1879] lr: 6.451e-02, eta: 2 days, 22:51:31, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6539, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.4389 2021-07-09 22:37:37,171 - mmaction - INFO - Epoch [105][580/1879] lr: 6.451e-02, eta: 2 days, 22:51:12, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6773, loss_cls: 2.5598, loss: 2.5598, grad_norm: 2.4139 2021-07-09 22:37:54,229 - mmaction - INFO - Epoch [105][600/1879] lr: 6.451e-02, eta: 2 days, 22:50:52, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6672, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.4417 2021-07-09 22:38:11,339 - mmaction - INFO - Epoch [105][620/1879] lr: 6.451e-02, eta: 2 days, 22:50:33, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6820, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.3662 2021-07-09 22:38:28,396 - mmaction - INFO - Epoch [105][640/1879] lr: 6.451e-02, eta: 2 days, 22:50:14, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6711, loss_cls: 2.5340, loss: 2.5340, grad_norm: 2.4373 2021-07-09 22:38:45,623 - mmaction - INFO - Epoch [105][660/1879] lr: 6.451e-02, eta: 2 days, 22:49:55, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.4532 2021-07-09 22:39:02,480 - mmaction - INFO - Epoch [105][680/1879] lr: 6.451e-02, eta: 2 days, 22:49:36, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6512, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.4234 2021-07-09 22:39:19,661 - mmaction - INFO - Epoch [105][700/1879] lr: 6.451e-02, eta: 2 days, 22:49:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6883, loss_cls: 2.5350, loss: 2.5350, grad_norm: 2.4337 2021-07-09 22:39:36,681 - mmaction - INFO - Epoch [105][720/1879] lr: 6.451e-02, eta: 2 days, 22:48:58, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6680, loss_cls: 2.5796, loss: 2.5796, grad_norm: 2.4189 2021-07-09 22:39:53,728 - mmaction - INFO - Epoch [105][740/1879] lr: 6.451e-02, eta: 2 days, 22:48:39, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.3771 2021-07-09 22:40:10,743 - mmaction - INFO - Epoch [105][760/1879] lr: 6.451e-02, eta: 2 days, 22:48:20, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6409, loss: 2.6409, grad_norm: 2.4442 2021-07-09 22:40:27,866 - mmaction - INFO - Epoch [105][780/1879] lr: 6.451e-02, eta: 2 days, 22:48:01, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6758, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.4234 2021-07-09 22:40:44,721 - mmaction - INFO - Epoch [105][800/1879] lr: 6.451e-02, eta: 2 days, 22:47:41, time: 0.840, data_time: 0.000, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6590, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.4587 2021-07-09 22:41:01,832 - mmaction - INFO - Epoch [105][820/1879] lr: 6.451e-02, eta: 2 days, 22:47:22, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6621, loss_cls: 2.5949, loss: 2.5949, grad_norm: 2.4080 2021-07-09 22:41:18,830 - mmaction - INFO - Epoch [105][840/1879] lr: 6.451e-02, eta: 2 days, 22:47:03, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6648, loss_cls: 2.5674, loss: 2.5674, grad_norm: 2.4462 2021-07-09 22:41:35,859 - mmaction - INFO - Epoch [105][860/1879] lr: 6.451e-02, eta: 2 days, 22:46:44, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.4670 2021-07-09 22:41:52,617 - mmaction - INFO - Epoch [105][880/1879] lr: 6.451e-02, eta: 2 days, 22:46:24, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.4780, loss: 2.4780, grad_norm: 2.4148 2021-07-09 22:42:09,627 - mmaction - INFO - Epoch [105][900/1879] lr: 6.451e-02, eta: 2 days, 22:46:05, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6555, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.5225 2021-07-09 22:42:26,527 - mmaction - INFO - Epoch [105][920/1879] lr: 6.451e-02, eta: 2 days, 22:45:46, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6691, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.4442 2021-07-09 22:42:43,636 - mmaction - INFO - Epoch [105][940/1879] lr: 6.451e-02, eta: 2 days, 22:45:27, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6789, loss_cls: 2.5214, loss: 2.5214, grad_norm: 2.3632 2021-07-09 22:43:00,670 - mmaction - INFO - Epoch [105][960/1879] lr: 6.451e-02, eta: 2 days, 22:45:07, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6730, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.4224 2021-07-09 22:43:17,720 - mmaction - INFO - Epoch [105][980/1879] lr: 6.451e-02, eta: 2 days, 22:44:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6773, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.3920 2021-07-09 22:43:34,874 - mmaction - INFO - Epoch [105][1000/1879] lr: 6.451e-02, eta: 2 days, 22:44:29, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6723, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.4505 2021-07-09 22:43:51,777 - mmaction - INFO - Epoch [105][1020/1879] lr: 6.451e-02, eta: 2 days, 22:44:10, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6680, loss_cls: 2.5909, loss: 2.5909, grad_norm: 2.4807 2021-07-09 22:44:08,815 - mmaction - INFO - Epoch [105][1040/1879] lr: 6.451e-02, eta: 2 days, 22:43:51, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6691, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.4617 2021-07-09 22:44:25,819 - mmaction - INFO - Epoch [105][1060/1879] lr: 6.451e-02, eta: 2 days, 22:43:32, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6562, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.4583 2021-07-09 22:44:42,963 - mmaction - INFO - Epoch [105][1080/1879] lr: 6.451e-02, eta: 2 days, 22:43:13, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6664, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.4488 2021-07-09 22:45:00,040 - mmaction - INFO - Epoch [105][1100/1879] lr: 6.451e-02, eta: 2 days, 22:42:54, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6777, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.4202 2021-07-09 22:45:17,098 - mmaction - INFO - Epoch [105][1120/1879] lr: 6.451e-02, eta: 2 days, 22:42:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6848, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.4142 2021-07-09 22:45:34,289 - mmaction - INFO - Epoch [105][1140/1879] lr: 6.451e-02, eta: 2 days, 22:42:16, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.4821 2021-07-09 22:45:51,365 - mmaction - INFO - Epoch [105][1160/1879] lr: 6.451e-02, eta: 2 days, 22:41:57, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.4477 2021-07-09 22:46:08,321 - mmaction - INFO - Epoch [105][1180/1879] lr: 6.451e-02, eta: 2 days, 22:41:37, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6566, loss_cls: 2.6215, loss: 2.6215, grad_norm: 2.4585 2021-07-09 22:46:25,361 - mmaction - INFO - Epoch [105][1200/1879] lr: 6.451e-02, eta: 2 days, 22:41:18, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6570, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.4547 2021-07-09 22:46:42,415 - mmaction - INFO - Epoch [105][1220/1879] lr: 6.451e-02, eta: 2 days, 22:40:59, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6574, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.4298 2021-07-09 22:46:59,568 - mmaction - INFO - Epoch [105][1240/1879] lr: 6.451e-02, eta: 2 days, 22:40:40, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6691, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.3897 2021-07-09 22:47:16,649 - mmaction - INFO - Epoch [105][1260/1879] lr: 6.451e-02, eta: 2 days, 22:40:21, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6535, loss_cls: 2.6445, loss: 2.6445, grad_norm: 2.4701 2021-07-09 22:47:33,897 - mmaction - INFO - Epoch [105][1280/1879] lr: 6.451e-02, eta: 2 days, 22:40:02, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6609, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.4190 2021-07-09 22:47:51,016 - mmaction - INFO - Epoch [105][1300/1879] lr: 6.451e-02, eta: 2 days, 22:39:43, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6691, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.4713 2021-07-09 22:48:08,268 - mmaction - INFO - Epoch [105][1320/1879] lr: 6.451e-02, eta: 2 days, 22:39:24, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6633, loss_cls: 2.5548, loss: 2.5548, grad_norm: 2.5076 2021-07-09 22:48:25,320 - mmaction - INFO - Epoch [105][1340/1879] lr: 6.451e-02, eta: 2 days, 22:39:05, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6766, loss_cls: 2.5698, loss: 2.5698, grad_norm: 2.4153 2021-07-09 22:48:42,525 - mmaction - INFO - Epoch [105][1360/1879] lr: 6.451e-02, eta: 2 days, 22:38:46, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6816, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.4575 2021-07-09 22:48:59,605 - mmaction - INFO - Epoch [105][1380/1879] lr: 6.451e-02, eta: 2 days, 22:38:27, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6738, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.4316 2021-07-09 22:49:16,740 - mmaction - INFO - Epoch [105][1400/1879] lr: 6.451e-02, eta: 2 days, 22:38:08, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6656, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.4744 2021-07-09 22:49:33,889 - mmaction - INFO - Epoch [105][1420/1879] lr: 6.451e-02, eta: 2 days, 22:37:49, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.3513 2021-07-09 22:49:51,054 - mmaction - INFO - Epoch [105][1440/1879] lr: 6.451e-02, eta: 2 days, 22:37:30, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6477, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.4478 2021-07-09 22:50:08,242 - mmaction - INFO - Epoch [105][1460/1879] lr: 6.451e-02, eta: 2 days, 22:37:11, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6645, loss_cls: 2.6044, loss: 2.6044, grad_norm: 2.4476 2021-07-09 22:50:25,271 - mmaction - INFO - Epoch [105][1480/1879] lr: 6.451e-02, eta: 2 days, 22:36:52, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6687, loss_cls: 2.5753, loss: 2.5753, grad_norm: 2.4360 2021-07-09 22:50:42,455 - mmaction - INFO - Epoch [105][1500/1879] lr: 6.451e-02, eta: 2 days, 22:36:33, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6695, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.4714 2021-07-09 22:50:59,330 - mmaction - INFO - Epoch [105][1520/1879] lr: 6.451e-02, eta: 2 days, 22:36:14, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6582, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.4626 2021-07-09 22:51:16,601 - mmaction - INFO - Epoch [105][1540/1879] lr: 6.451e-02, eta: 2 days, 22:35:55, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6809, loss_cls: 2.5265, loss: 2.5265, grad_norm: 2.3955 2021-07-09 22:51:33,735 - mmaction - INFO - Epoch [105][1560/1879] lr: 6.451e-02, eta: 2 days, 22:35:36, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6672, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.4845 2021-07-09 22:51:50,817 - mmaction - INFO - Epoch [105][1580/1879] lr: 6.451e-02, eta: 2 days, 22:35:17, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6691, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.4327 2021-07-09 22:52:08,032 - mmaction - INFO - Epoch [105][1600/1879] lr: 6.451e-02, eta: 2 days, 22:34:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6680, loss_cls: 2.5818, loss: 2.5818, grad_norm: 2.4604 2021-07-09 22:52:25,168 - mmaction - INFO - Epoch [105][1620/1879] lr: 6.451e-02, eta: 2 days, 22:34:39, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6617, loss_cls: 2.5694, loss: 2.5694, grad_norm: 2.4138 2021-07-09 22:52:42,412 - mmaction - INFO - Epoch [105][1640/1879] lr: 6.451e-02, eta: 2 days, 22:34:20, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6422, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.4521 2021-07-09 22:53:00,862 - mmaction - INFO - Epoch [105][1660/1879] lr: 6.451e-02, eta: 2 days, 22:34:03, time: 0.922, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6621, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.4179 2021-07-09 22:53:17,930 - mmaction - INFO - Epoch [105][1680/1879] lr: 6.451e-02, eta: 2 days, 22:33:44, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6723, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.4567 2021-07-09 22:53:35,007 - mmaction - INFO - Epoch [105][1700/1879] lr: 6.451e-02, eta: 2 days, 22:33:25, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.4778 2021-07-09 22:53:51,877 - mmaction - INFO - Epoch [105][1720/1879] lr: 6.451e-02, eta: 2 days, 22:33:06, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6750, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.4497 2021-07-09 22:54:08,896 - mmaction - INFO - Epoch [105][1740/1879] lr: 6.451e-02, eta: 2 days, 22:32:47, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6715, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.4693 2021-07-09 22:54:26,173 - mmaction - INFO - Epoch [105][1760/1879] lr: 6.451e-02, eta: 2 days, 22:32:28, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6598, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.4703 2021-07-09 22:54:43,205 - mmaction - INFO - Epoch [105][1780/1879] lr: 6.451e-02, eta: 2 days, 22:32:09, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.6026, loss: 2.6026, grad_norm: 2.4767 2021-07-09 22:55:00,483 - mmaction - INFO - Epoch [105][1800/1879] lr: 6.451e-02, eta: 2 days, 22:31:50, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.6103, loss: 2.6103, grad_norm: 2.4516 2021-07-09 22:55:17,368 - mmaction - INFO - Epoch [105][1820/1879] lr: 6.451e-02, eta: 2 days, 22:31:31, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6656, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.4639 2021-07-09 22:55:34,273 - mmaction - INFO - Epoch [105][1840/1879] lr: 6.451e-02, eta: 2 days, 22:31:11, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6738, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.4501 2021-07-09 22:55:51,624 - mmaction - INFO - Epoch [105][1860/1879] lr: 6.451e-02, eta: 2 days, 22:30:53, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6785, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.4233 2021-07-09 22:56:11,650 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 22:56:11,654 - mmaction - INFO - 106 BN found 2021-07-09 23:00:48,103 - mmaction - INFO - BN stats updated 2021-07-09 23:04:04,707 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 23:04:05,648 - mmaction - INFO - top1_acc 0.5124 top5_acc 0.7704 2021-07-09 23:04:05,648 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 23:04:05,710 - mmaction - INFO - mean_acc 0.5124 2021-07-09 23:04:06,551 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_105.pth. 2021-07-09 23:04:06,551 - mmaction - INFO - Best top1_acc is 0.5124 at 105 epoch. 2021-07-09 23:04:06,561 - mmaction - INFO - Epoch(val) [105][155] top1_acc: 0.5124, top5_acc: 0.7704, mean_class_accuracy: 0.5124 2021-07-09 23:05:42,667 - mmaction - INFO - Epoch [106][20/1879] lr: 6.393e-02, eta: 2 days, 22:31:46, time: 4.804, data_time: 3.699, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6684, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.4163 2021-07-09 23:05:59,333 - mmaction - INFO - Epoch [106][40/1879] lr: 6.393e-02, eta: 2 days, 22:31:26, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6777, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.4786 2021-07-09 23:06:15,888 - mmaction - INFO - Epoch [106][60/1879] lr: 6.393e-02, eta: 2 days, 22:31:06, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6809, loss_cls: 2.5702, loss: 2.5702, grad_norm: 2.4713 2021-07-09 23:06:32,630 - mmaction - INFO - Epoch [106][80/1879] lr: 6.393e-02, eta: 2 days, 22:30:47, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6473, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.4541 2021-07-09 23:06:49,234 - mmaction - INFO - Epoch [106][100/1879] lr: 6.393e-02, eta: 2 days, 22:30:27, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6883, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.4239 2021-07-09 23:07:05,997 - mmaction - INFO - Epoch [106][120/1879] lr: 6.393e-02, eta: 2 days, 22:30:07, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6813, loss_cls: 2.5087, loss: 2.5087, grad_norm: 2.4604 2021-07-09 23:07:22,366 - mmaction - INFO - Epoch [106][140/1879] lr: 6.393e-02, eta: 2 days, 22:29:47, time: 0.820, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.4394 2021-07-09 23:07:39,199 - mmaction - INFO - Epoch [106][160/1879] lr: 6.393e-02, eta: 2 days, 22:29:28, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6781, loss_cls: 2.5222, loss: 2.5222, grad_norm: 2.4403 2021-07-09 23:07:56,119 - mmaction - INFO - Epoch [106][180/1879] lr: 6.393e-02, eta: 2 days, 22:29:09, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6734, loss_cls: 2.5476, loss: 2.5476, grad_norm: 2.4867 2021-07-09 23:08:13,052 - mmaction - INFO - Epoch [106][200/1879] lr: 6.393e-02, eta: 2 days, 22:28:49, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6719, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.4652 2021-07-09 23:08:30,243 - mmaction - INFO - Epoch [106][220/1879] lr: 6.393e-02, eta: 2 days, 22:28:30, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6863, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.4711 2021-07-09 23:08:47,297 - mmaction - INFO - Epoch [106][240/1879] lr: 6.393e-02, eta: 2 days, 22:28:11, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6793, loss_cls: 2.5329, loss: 2.5329, grad_norm: 2.4988 2021-07-09 23:09:04,343 - mmaction - INFO - Epoch [106][260/1879] lr: 6.393e-02, eta: 2 days, 22:27:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6742, loss_cls: 2.5308, loss: 2.5308, grad_norm: 2.4990 2021-07-09 23:09:21,418 - mmaction - INFO - Epoch [106][280/1879] lr: 6.393e-02, eta: 2 days, 22:27:33, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.6028, loss: 2.6028, grad_norm: 2.5368 2021-07-09 23:09:38,488 - mmaction - INFO - Epoch [106][300/1879] lr: 6.393e-02, eta: 2 days, 22:27:14, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6770, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.4245 2021-07-09 23:09:55,395 - mmaction - INFO - Epoch [106][320/1879] lr: 6.393e-02, eta: 2 days, 22:26:55, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6559, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.4328 2021-07-09 23:10:12,368 - mmaction - INFO - Epoch [106][340/1879] lr: 6.393e-02, eta: 2 days, 22:26:35, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6613, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.4984 2021-07-09 23:10:29,457 - mmaction - INFO - Epoch [106][360/1879] lr: 6.393e-02, eta: 2 days, 22:26:16, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6680, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.4490 2021-07-09 23:10:46,563 - mmaction - INFO - Epoch [106][380/1879] lr: 6.393e-02, eta: 2 days, 22:25:57, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6629, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.4726 2021-07-09 23:11:03,669 - mmaction - INFO - Epoch [106][400/1879] lr: 6.393e-02, eta: 2 days, 22:25:38, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6621, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.4388 2021-07-09 23:11:20,539 - mmaction - INFO - Epoch [106][420/1879] lr: 6.393e-02, eta: 2 days, 22:25:19, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6602, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.4578 2021-07-09 23:11:37,533 - mmaction - INFO - Epoch [106][440/1879] lr: 6.393e-02, eta: 2 days, 22:25:00, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6699, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.4595 2021-07-09 23:11:54,536 - mmaction - INFO - Epoch [106][460/1879] lr: 6.393e-02, eta: 2 days, 22:24:41, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6820, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.4173 2021-07-09 23:12:11,630 - mmaction - INFO - Epoch [106][480/1879] lr: 6.393e-02, eta: 2 days, 22:24:22, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6617, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.5266 2021-07-09 23:12:28,517 - mmaction - INFO - Epoch [106][500/1879] lr: 6.393e-02, eta: 2 days, 22:24:02, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6777, loss_cls: 2.5381, loss: 2.5381, grad_norm: 2.4652 2021-07-09 23:12:45,314 - mmaction - INFO - Epoch [106][520/1879] lr: 6.393e-02, eta: 2 days, 22:23:43, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6770, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.4850 2021-07-09 23:13:02,517 - mmaction - INFO - Epoch [106][540/1879] lr: 6.393e-02, eta: 2 days, 22:23:24, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6719, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.4314 2021-07-09 23:13:19,564 - mmaction - INFO - Epoch [106][560/1879] lr: 6.393e-02, eta: 2 days, 22:23:05, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6773, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.5057 2021-07-09 23:13:36,630 - mmaction - INFO - Epoch [106][580/1879] lr: 6.393e-02, eta: 2 days, 22:22:46, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6902, loss_cls: 2.4810, loss: 2.4810, grad_norm: 2.4173 2021-07-09 23:13:53,538 - mmaction - INFO - Epoch [106][600/1879] lr: 6.393e-02, eta: 2 days, 22:22:26, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6562, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.4766 2021-07-09 23:14:10,602 - mmaction - INFO - Epoch [106][620/1879] lr: 6.393e-02, eta: 2 days, 22:22:07, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6773, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.3770 2021-07-09 23:14:27,801 - mmaction - INFO - Epoch [106][640/1879] lr: 6.393e-02, eta: 2 days, 22:21:48, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6660, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.4346 2021-07-09 23:14:44,996 - mmaction - INFO - Epoch [106][660/1879] lr: 6.393e-02, eta: 2 days, 22:21:29, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6758, loss_cls: 2.5663, loss: 2.5663, grad_norm: 2.4953 2021-07-09 23:15:02,170 - mmaction - INFO - Epoch [106][680/1879] lr: 6.393e-02, eta: 2 days, 22:21:11, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6797, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.4585 2021-07-09 23:15:19,157 - mmaction - INFO - Epoch [106][700/1879] lr: 6.393e-02, eta: 2 days, 22:20:51, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6707, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.4160 2021-07-09 23:15:36,440 - mmaction - INFO - Epoch [106][720/1879] lr: 6.393e-02, eta: 2 days, 22:20:32, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6973, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.4140 2021-07-09 23:15:53,467 - mmaction - INFO - Epoch [106][740/1879] lr: 6.393e-02, eta: 2 days, 22:20:13, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6617, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.4882 2021-07-09 23:16:10,616 - mmaction - INFO - Epoch [106][760/1879] lr: 6.393e-02, eta: 2 days, 22:19:54, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6637, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.5018 2021-07-09 23:16:27,553 - mmaction - INFO - Epoch [106][780/1879] lr: 6.393e-02, eta: 2 days, 22:19:35, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6723, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.4586 2021-07-09 23:16:44,669 - mmaction - INFO - Epoch [106][800/1879] lr: 6.393e-02, eta: 2 days, 22:19:16, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6668, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.4715 2021-07-09 23:17:01,591 - mmaction - INFO - Epoch [106][820/1879] lr: 6.393e-02, eta: 2 days, 22:18:57, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6715, loss_cls: 2.5567, loss: 2.5567, grad_norm: 2.4268 2021-07-09 23:17:18,818 - mmaction - INFO - Epoch [106][840/1879] lr: 6.393e-02, eta: 2 days, 22:18:38, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6742, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.3999 2021-07-09 23:17:35,870 - mmaction - INFO - Epoch [106][860/1879] lr: 6.393e-02, eta: 2 days, 22:18:19, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6672, loss_cls: 2.5809, loss: 2.5809, grad_norm: 2.4553 2021-07-09 23:17:53,041 - mmaction - INFO - Epoch [106][880/1879] lr: 6.393e-02, eta: 2 days, 22:18:00, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6703, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.4978 2021-07-09 23:18:09,978 - mmaction - INFO - Epoch [106][900/1879] lr: 6.393e-02, eta: 2 days, 22:17:41, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6605, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.4771 2021-07-09 23:18:27,015 - mmaction - INFO - Epoch [106][920/1879] lr: 6.393e-02, eta: 2 days, 22:17:22, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6469, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.4852 2021-07-09 23:18:44,107 - mmaction - INFO - Epoch [106][940/1879] lr: 6.393e-02, eta: 2 days, 22:17:03, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6762, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.4330 2021-07-09 23:19:01,278 - mmaction - INFO - Epoch [106][960/1879] lr: 6.393e-02, eta: 2 days, 22:16:44, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6621, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.3401 2021-07-09 23:19:18,320 - mmaction - INFO - Epoch [106][980/1879] lr: 6.393e-02, eta: 2 days, 22:16:25, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6637, loss_cls: 2.5445, loss: 2.5445, grad_norm: 2.4245 2021-07-09 23:19:35,445 - mmaction - INFO - Epoch [106][1000/1879] lr: 6.393e-02, eta: 2 days, 22:16:05, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6824, loss_cls: 2.5266, loss: 2.5266, grad_norm: 2.5320 2021-07-09 23:19:52,559 - mmaction - INFO - Epoch [106][1020/1879] lr: 6.393e-02, eta: 2 days, 22:15:47, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6684, loss_cls: 2.5870, loss: 2.5870, grad_norm: 2.4409 2021-07-09 23:20:09,720 - mmaction - INFO - Epoch [106][1040/1879] lr: 6.393e-02, eta: 2 days, 22:15:28, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6684, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.4068 2021-07-09 23:20:26,979 - mmaction - INFO - Epoch [106][1060/1879] lr: 6.393e-02, eta: 2 days, 22:15:09, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6750, loss_cls: 2.5513, loss: 2.5513, grad_norm: 2.5234 2021-07-09 23:20:44,152 - mmaction - INFO - Epoch [106][1080/1879] lr: 6.393e-02, eta: 2 days, 22:14:50, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.5106 2021-07-09 23:21:01,126 - mmaction - INFO - Epoch [106][1100/1879] lr: 6.393e-02, eta: 2 days, 22:14:31, time: 0.851, data_time: 0.007, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6469, loss_cls: 2.6992, loss: 2.6992, grad_norm: 2.4771 2021-07-09 23:21:18,417 - mmaction - INFO - Epoch [106][1120/1879] lr: 6.393e-02, eta: 2 days, 22:14:12, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6691, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.4607 2021-07-09 23:21:35,579 - mmaction - INFO - Epoch [106][1140/1879] lr: 6.393e-02, eta: 2 days, 22:13:53, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.4767 2021-07-09 23:21:52,642 - mmaction - INFO - Epoch [106][1160/1879] lr: 6.393e-02, eta: 2 days, 22:13:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6613, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.4331 2021-07-09 23:22:09,940 - mmaction - INFO - Epoch [106][1180/1879] lr: 6.393e-02, eta: 2 days, 22:13:15, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6699, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.4523 2021-07-09 23:22:27,017 - mmaction - INFO - Epoch [106][1200/1879] lr: 6.393e-02, eta: 2 days, 22:12:56, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6742, loss_cls: 2.5611, loss: 2.5611, grad_norm: 2.4263 2021-07-09 23:22:44,166 - mmaction - INFO - Epoch [106][1220/1879] lr: 6.393e-02, eta: 2 days, 22:12:37, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.5146 2021-07-09 23:23:01,381 - mmaction - INFO - Epoch [106][1240/1879] lr: 6.393e-02, eta: 2 days, 22:12:18, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6629, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.4330 2021-07-09 23:23:18,343 - mmaction - INFO - Epoch [106][1260/1879] lr: 6.393e-02, eta: 2 days, 22:11:59, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6633, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.5106 2021-07-09 23:23:35,484 - mmaction - INFO - Epoch [106][1280/1879] lr: 6.393e-02, eta: 2 days, 22:11:40, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6699, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.4830 2021-07-09 23:23:52,592 - mmaction - INFO - Epoch [106][1300/1879] lr: 6.393e-02, eta: 2 days, 22:11:21, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6715, loss_cls: 2.5909, loss: 2.5909, grad_norm: 2.4511 2021-07-09 23:24:09,942 - mmaction - INFO - Epoch [106][1320/1879] lr: 6.393e-02, eta: 2 days, 22:11:02, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6727, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.4805 2021-07-09 23:24:26,807 - mmaction - INFO - Epoch [106][1340/1879] lr: 6.393e-02, eta: 2 days, 22:10:43, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6664, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.4262 2021-07-09 23:24:43,942 - mmaction - INFO - Epoch [106][1360/1879] lr: 6.393e-02, eta: 2 days, 22:10:24, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6754, loss_cls: 2.5471, loss: 2.5471, grad_norm: 2.4409 2021-07-09 23:25:00,951 - mmaction - INFO - Epoch [106][1380/1879] lr: 6.393e-02, eta: 2 days, 22:10:05, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6500, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.4960 2021-07-09 23:25:18,213 - mmaction - INFO - Epoch [106][1400/1879] lr: 6.393e-02, eta: 2 days, 22:09:46, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6707, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.4336 2021-07-09 23:25:35,253 - mmaction - INFO - Epoch [106][1420/1879] lr: 6.393e-02, eta: 2 days, 22:09:27, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6746, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.4152 2021-07-09 23:25:52,292 - mmaction - INFO - Epoch [106][1440/1879] lr: 6.393e-02, eta: 2 days, 22:09:08, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6742, loss_cls: 2.5376, loss: 2.5376, grad_norm: 2.4567 2021-07-09 23:26:09,192 - mmaction - INFO - Epoch [106][1460/1879] lr: 6.393e-02, eta: 2 days, 22:08:49, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6582, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.4901 2021-07-09 23:26:26,245 - mmaction - INFO - Epoch [106][1480/1879] lr: 6.393e-02, eta: 2 days, 22:08:29, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6625, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.4409 2021-07-09 23:26:43,359 - mmaction - INFO - Epoch [106][1500/1879] lr: 6.393e-02, eta: 2 days, 22:08:11, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6605, loss_cls: 2.6663, loss: 2.6663, grad_norm: 2.3711 2021-07-09 23:27:00,420 - mmaction - INFO - Epoch [106][1520/1879] lr: 6.393e-02, eta: 2 days, 22:07:51, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6598, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.4737 2021-07-09 23:27:17,467 - mmaction - INFO - Epoch [106][1540/1879] lr: 6.393e-02, eta: 2 days, 22:07:32, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5531, loss: 2.5531, grad_norm: 2.4072 2021-07-09 23:27:34,638 - mmaction - INFO - Epoch [106][1560/1879] lr: 6.393e-02, eta: 2 days, 22:07:14, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.4819 2021-07-09 23:27:51,628 - mmaction - INFO - Epoch [106][1580/1879] lr: 6.393e-02, eta: 2 days, 22:06:54, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6754, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.4212 2021-07-09 23:28:08,802 - mmaction - INFO - Epoch [106][1600/1879] lr: 6.393e-02, eta: 2 days, 22:06:35, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6547, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.4649 2021-07-09 23:28:25,808 - mmaction - INFO - Epoch [106][1620/1879] lr: 6.393e-02, eta: 2 days, 22:06:16, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.4673 2021-07-09 23:28:42,923 - mmaction - INFO - Epoch [106][1640/1879] lr: 6.393e-02, eta: 2 days, 22:05:57, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6746, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.4772 2021-07-09 23:28:59,979 - mmaction - INFO - Epoch [106][1660/1879] lr: 6.393e-02, eta: 2 days, 22:05:38, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6762, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.4631 2021-07-09 23:29:17,138 - mmaction - INFO - Epoch [106][1680/1879] lr: 6.393e-02, eta: 2 days, 22:05:19, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6605, loss_cls: 2.5891, loss: 2.5891, grad_norm: 2.4714 2021-07-09 23:29:34,086 - mmaction - INFO - Epoch [106][1700/1879] lr: 6.393e-02, eta: 2 days, 22:05:00, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6598, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.4616 2021-07-09 23:29:51,314 - mmaction - INFO - Epoch [106][1720/1879] lr: 6.393e-02, eta: 2 days, 22:04:41, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6621, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.4828 2021-07-09 23:30:08,326 - mmaction - INFO - Epoch [106][1740/1879] lr: 6.393e-02, eta: 2 days, 22:04:22, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6652, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.4394 2021-07-09 23:30:25,415 - mmaction - INFO - Epoch [106][1760/1879] lr: 6.393e-02, eta: 2 days, 22:04:03, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6758, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.4487 2021-07-09 23:30:42,467 - mmaction - INFO - Epoch [106][1780/1879] lr: 6.393e-02, eta: 2 days, 22:03:44, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6902, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.4760 2021-07-09 23:30:59,465 - mmaction - INFO - Epoch [106][1800/1879] lr: 6.393e-02, eta: 2 days, 22:03:25, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.4703 2021-07-09 23:31:16,581 - mmaction - INFO - Epoch [106][1820/1879] lr: 6.393e-02, eta: 2 days, 22:03:06, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6871, loss_cls: 2.4964, loss: 2.4964, grad_norm: 2.4137 2021-07-09 23:31:33,618 - mmaction - INFO - Epoch [106][1840/1879] lr: 6.393e-02, eta: 2 days, 22:02:47, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6715, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.4814 2021-07-09 23:31:50,707 - mmaction - INFO - Epoch [106][1860/1879] lr: 6.393e-02, eta: 2 days, 22:02:28, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.5056 2021-07-09 23:32:17,246 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-09 23:32:17,257 - mmaction - INFO - 106 BN found 2021-07-09 23:36:56,458 - mmaction - INFO - BN stats updated 2021-07-09 23:39:00,332 - mmaction - INFO - Epoch [107][20/1879] lr: 6.334e-02, eta: 2 days, 22:03:56, time: 6.091, data_time: 5.163, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6813, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.4536 2021-07-09 23:39:16,819 - mmaction - INFO - Epoch [107][40/1879] lr: 6.334e-02, eta: 2 days, 22:03:36, time: 0.824, data_time: 0.009, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6859, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.4252 2021-07-09 23:39:33,278 - mmaction - INFO - Epoch [107][60/1879] lr: 6.334e-02, eta: 2 days, 22:03:16, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6668, loss_cls: 2.5913, loss: 2.5913, grad_norm: 2.4735 2021-07-09 23:39:49,808 - mmaction - INFO - Epoch [107][80/1879] lr: 6.334e-02, eta: 2 days, 22:02:56, time: 0.823, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6785, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.4477 2021-07-09 23:40:06,287 - mmaction - INFO - Epoch [107][100/1879] lr: 6.334e-02, eta: 2 days, 22:02:36, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6805, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.4791 2021-07-09 23:40:23,046 - mmaction - INFO - Epoch [107][120/1879] lr: 6.334e-02, eta: 2 days, 22:02:17, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6883, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.4811 2021-07-09 23:40:39,742 - mmaction - INFO - Epoch [107][140/1879] lr: 6.334e-02, eta: 2 days, 22:01:57, time: 0.831, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6832, loss_cls: 2.5533, loss: 2.5533, grad_norm: 2.4874 2021-07-09 23:40:56,451 - mmaction - INFO - Epoch [107][160/1879] lr: 6.334e-02, eta: 2 days, 22:01:37, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.4640 2021-07-09 23:41:13,446 - mmaction - INFO - Epoch [107][180/1879] lr: 6.334e-02, eta: 2 days, 22:01:18, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.4886 2021-07-09 23:41:30,320 - mmaction - INFO - Epoch [107][200/1879] lr: 6.334e-02, eta: 2 days, 22:00:59, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6789, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.4669 2021-07-09 23:41:47,261 - mmaction - INFO - Epoch [107][220/1879] lr: 6.334e-02, eta: 2 days, 22:00:40, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6715, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.4848 2021-07-09 23:42:04,387 - mmaction - INFO - Epoch [107][240/1879] lr: 6.334e-02, eta: 2 days, 22:00:21, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6805, loss_cls: 2.5216, loss: 2.5216, grad_norm: 2.5049 2021-07-09 23:42:21,416 - mmaction - INFO - Epoch [107][260/1879] lr: 6.334e-02, eta: 2 days, 22:00:02, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.4527 2021-07-09 23:42:38,492 - mmaction - INFO - Epoch [107][280/1879] lr: 6.334e-02, eta: 2 days, 21:59:42, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6570, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.4636 2021-07-09 23:42:55,577 - mmaction - INFO - Epoch [107][300/1879] lr: 6.334e-02, eta: 2 days, 21:59:23, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6758, loss_cls: 2.5402, loss: 2.5402, grad_norm: 2.4309 2021-07-09 23:43:12,481 - mmaction - INFO - Epoch [107][320/1879] lr: 6.334e-02, eta: 2 days, 21:59:04, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6660, loss_cls: 2.5877, loss: 2.5877, grad_norm: 2.4957 2021-07-09 23:43:29,708 - mmaction - INFO - Epoch [107][340/1879] lr: 6.334e-02, eta: 2 days, 21:58:45, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6664, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.5091 2021-07-09 23:43:46,645 - mmaction - INFO - Epoch [107][360/1879] lr: 6.334e-02, eta: 2 days, 21:58:26, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6855, loss_cls: 2.4848, loss: 2.4848, grad_norm: 2.4553 2021-07-09 23:44:03,739 - mmaction - INFO - Epoch [107][380/1879] lr: 6.334e-02, eta: 2 days, 21:58:07, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6668, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.4746 2021-07-09 23:44:20,830 - mmaction - INFO - Epoch [107][400/1879] lr: 6.334e-02, eta: 2 days, 21:57:48, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6848, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.4514 2021-07-09 23:44:37,971 - mmaction - INFO - Epoch [107][420/1879] lr: 6.334e-02, eta: 2 days, 21:57:29, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6773, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.4998 2021-07-09 23:44:55,192 - mmaction - INFO - Epoch [107][440/1879] lr: 6.334e-02, eta: 2 days, 21:57:10, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6680, loss_cls: 2.6007, loss: 2.6007, grad_norm: 2.5706 2021-07-09 23:45:12,366 - mmaction - INFO - Epoch [107][460/1879] lr: 6.334e-02, eta: 2 days, 21:56:51, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6855, loss_cls: 2.4936, loss: 2.4936, grad_norm: 2.5364 2021-07-09 23:45:29,591 - mmaction - INFO - Epoch [107][480/1879] lr: 6.334e-02, eta: 2 days, 21:56:32, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6813, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.5371 2021-07-09 23:45:46,628 - mmaction - INFO - Epoch [107][500/1879] lr: 6.334e-02, eta: 2 days, 21:56:13, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5581, loss: 2.5581, grad_norm: 2.4970 2021-07-09 23:46:03,753 - mmaction - INFO - Epoch [107][520/1879] lr: 6.334e-02, eta: 2 days, 21:55:54, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6617, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.4827 2021-07-09 23:46:20,722 - mmaction - INFO - Epoch [107][540/1879] lr: 6.334e-02, eta: 2 days, 21:55:35, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6633, loss_cls: 2.5768, loss: 2.5768, grad_norm: 2.4839 2021-07-09 23:46:37,737 - mmaction - INFO - Epoch [107][560/1879] lr: 6.334e-02, eta: 2 days, 21:55:16, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.4340 2021-07-09 23:46:54,802 - mmaction - INFO - Epoch [107][580/1879] lr: 6.334e-02, eta: 2 days, 21:54:57, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6754, loss_cls: 2.5200, loss: 2.5200, grad_norm: 2.4333 2021-07-09 23:47:12,049 - mmaction - INFO - Epoch [107][600/1879] lr: 6.334e-02, eta: 2 days, 21:54:38, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6766, loss_cls: 2.5042, loss: 2.5042, grad_norm: 2.5123 2021-07-09 23:47:29,129 - mmaction - INFO - Epoch [107][620/1879] lr: 6.334e-02, eta: 2 days, 21:54:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.4849 2021-07-09 23:47:46,234 - mmaction - INFO - Epoch [107][640/1879] lr: 6.334e-02, eta: 2 days, 21:54:00, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.5168 2021-07-09 23:48:03,292 - mmaction - INFO - Epoch [107][660/1879] lr: 6.334e-02, eta: 2 days, 21:53:41, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6887, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.4518 2021-07-09 23:48:20,492 - mmaction - INFO - Epoch [107][680/1879] lr: 6.334e-02, eta: 2 days, 21:53:22, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.5120, loss: 2.5120, grad_norm: 2.4258 2021-07-09 23:48:37,637 - mmaction - INFO - Epoch [107][700/1879] lr: 6.334e-02, eta: 2 days, 21:53:03, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6590, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.4628 2021-07-09 23:48:54,863 - mmaction - INFO - Epoch [107][720/1879] lr: 6.334e-02, eta: 2 days, 21:52:44, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6703, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.4998 2021-07-09 23:49:11,927 - mmaction - INFO - Epoch [107][740/1879] lr: 6.334e-02, eta: 2 days, 21:52:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6785, loss_cls: 2.5674, loss: 2.5674, grad_norm: 2.5159 2021-07-09 23:49:29,058 - mmaction - INFO - Epoch [107][760/1879] lr: 6.334e-02, eta: 2 days, 21:52:06, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6707, loss_cls: 2.5327, loss: 2.5327, grad_norm: 2.4300 2021-07-09 23:49:46,187 - mmaction - INFO - Epoch [107][780/1879] lr: 6.334e-02, eta: 2 days, 21:51:47, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6738, loss_cls: 2.5626, loss: 2.5626, grad_norm: 2.4199 2021-07-09 23:50:03,352 - mmaction - INFO - Epoch [107][800/1879] lr: 6.334e-02, eta: 2 days, 21:51:28, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6738, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.3972 2021-07-09 23:50:20,487 - mmaction - INFO - Epoch [107][820/1879] lr: 6.334e-02, eta: 2 days, 21:51:09, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6637, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.4665 2021-07-09 23:50:37,709 - mmaction - INFO - Epoch [107][840/1879] lr: 6.334e-02, eta: 2 days, 21:50:50, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6977, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.4372 2021-07-09 23:50:54,868 - mmaction - INFO - Epoch [107][860/1879] lr: 6.334e-02, eta: 2 days, 21:50:32, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6723, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.4765 2021-07-09 23:51:11,956 - mmaction - INFO - Epoch [107][880/1879] lr: 6.334e-02, eta: 2 days, 21:50:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6730, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.4985 2021-07-09 23:51:29,177 - mmaction - INFO - Epoch [107][900/1879] lr: 6.334e-02, eta: 2 days, 21:49:54, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6656, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.5029 2021-07-09 23:51:46,349 - mmaction - INFO - Epoch [107][920/1879] lr: 6.334e-02, eta: 2 days, 21:49:35, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6605, loss_cls: 2.5797, loss: 2.5797, grad_norm: 2.4558 2021-07-09 23:52:03,502 - mmaction - INFO - Epoch [107][940/1879] lr: 6.334e-02, eta: 2 days, 21:49:16, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6629, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.4484 2021-07-09 23:52:20,630 - mmaction - INFO - Epoch [107][960/1879] lr: 6.334e-02, eta: 2 days, 21:48:57, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6770, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.4247 2021-07-09 23:52:37,669 - mmaction - INFO - Epoch [107][980/1879] lr: 6.334e-02, eta: 2 days, 21:48:38, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6637, loss_cls: 2.5673, loss: 2.5673, grad_norm: 2.4306 2021-07-09 23:52:54,987 - mmaction - INFO - Epoch [107][1000/1879] lr: 6.334e-02, eta: 2 days, 21:48:19, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6672, loss_cls: 2.5990, loss: 2.5990, grad_norm: 2.5017 2021-07-09 23:53:11,976 - mmaction - INFO - Epoch [107][1020/1879] lr: 6.334e-02, eta: 2 days, 21:48:00, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6699, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.4921 2021-07-09 23:53:29,026 - mmaction - INFO - Epoch [107][1040/1879] lr: 6.334e-02, eta: 2 days, 21:47:41, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6574, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.4438 2021-07-09 23:53:46,186 - mmaction - INFO - Epoch [107][1060/1879] lr: 6.334e-02, eta: 2 days, 21:47:22, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6598, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.4471 2021-07-09 23:54:03,485 - mmaction - INFO - Epoch [107][1080/1879] lr: 6.334e-02, eta: 2 days, 21:47:03, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6660, loss_cls: 2.6378, loss: 2.6378, grad_norm: 2.4798 2021-07-09 23:54:20,522 - mmaction - INFO - Epoch [107][1100/1879] lr: 6.334e-02, eta: 2 days, 21:46:44, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6809, loss_cls: 2.5619, loss: 2.5619, grad_norm: 2.4551 2021-07-09 23:54:37,728 - mmaction - INFO - Epoch [107][1120/1879] lr: 6.334e-02, eta: 2 days, 21:46:25, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6758, loss_cls: 2.5343, loss: 2.5343, grad_norm: 2.4604 2021-07-09 23:54:54,638 - mmaction - INFO - Epoch [107][1140/1879] lr: 6.334e-02, eta: 2 days, 21:46:06, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6641, loss_cls: 2.6367, loss: 2.6367, grad_norm: 2.5112 2021-07-09 23:55:11,810 - mmaction - INFO - Epoch [107][1160/1879] lr: 6.334e-02, eta: 2 days, 21:45:47, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6687, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.5078 2021-07-09 23:55:28,967 - mmaction - INFO - Epoch [107][1180/1879] lr: 6.334e-02, eta: 2 days, 21:45:28, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6746, loss_cls: 2.5206, loss: 2.5206, grad_norm: 2.5251 2021-07-09 23:55:46,100 - mmaction - INFO - Epoch [107][1200/1879] lr: 6.334e-02, eta: 2 days, 21:45:09, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6723, loss_cls: 2.5467, loss: 2.5467, grad_norm: 2.4113 2021-07-09 23:56:03,274 - mmaction - INFO - Epoch [107][1220/1879] lr: 6.334e-02, eta: 2 days, 21:44:50, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6590, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.4954 2021-07-09 23:56:20,434 - mmaction - INFO - Epoch [107][1240/1879] lr: 6.334e-02, eta: 2 days, 21:44:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6926, loss_cls: 2.4959, loss: 2.4959, grad_norm: 2.4877 2021-07-09 23:56:37,556 - mmaction - INFO - Epoch [107][1260/1879] lr: 6.334e-02, eta: 2 days, 21:44:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6676, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.5155 2021-07-09 23:56:54,616 - mmaction - INFO - Epoch [107][1280/1879] lr: 6.334e-02, eta: 2 days, 21:43:53, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6625, loss_cls: 2.5598, loss: 2.5598, grad_norm: 2.5026 2021-07-09 23:57:11,630 - mmaction - INFO - Epoch [107][1300/1879] lr: 6.334e-02, eta: 2 days, 21:43:34, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6645, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.4228 2021-07-09 23:57:28,662 - mmaction - INFO - Epoch [107][1320/1879] lr: 6.334e-02, eta: 2 days, 21:43:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6719, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.4547 2021-07-09 23:57:45,672 - mmaction - INFO - Epoch [107][1340/1879] lr: 6.334e-02, eta: 2 days, 21:42:56, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6738, loss_cls: 2.6106, loss: 2.6106, grad_norm: 2.4596 2021-07-09 23:58:02,939 - mmaction - INFO - Epoch [107][1360/1879] lr: 6.334e-02, eta: 2 days, 21:42:37, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6789, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.4026 2021-07-09 23:58:19,771 - mmaction - INFO - Epoch [107][1380/1879] lr: 6.334e-02, eta: 2 days, 21:42:18, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6727, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.4694 2021-07-09 23:58:36,954 - mmaction - INFO - Epoch [107][1400/1879] lr: 6.334e-02, eta: 2 days, 21:41:59, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6738, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.4078 2021-07-09 23:58:53,926 - mmaction - INFO - Epoch [107][1420/1879] lr: 6.334e-02, eta: 2 days, 21:41:40, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6703, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.4950 2021-07-09 23:59:11,111 - mmaction - INFO - Epoch [107][1440/1879] lr: 6.334e-02, eta: 2 days, 21:41:21, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6691, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.5075 2021-07-09 23:59:28,164 - mmaction - INFO - Epoch [107][1460/1879] lr: 6.334e-02, eta: 2 days, 21:41:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.4638 2021-07-09 23:59:45,384 - mmaction - INFO - Epoch [107][1480/1879] lr: 6.334e-02, eta: 2 days, 21:40:43, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6598, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.5376 2021-07-10 00:00:06,883 - mmaction - INFO - Epoch [107][1500/1879] lr: 6.334e-02, eta: 2 days, 21:40:27, time: 0.973, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6699, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.3865 2021-07-10 00:00:26,942 - mmaction - INFO - Epoch [107][1520/1879] lr: 6.334e-02, eta: 2 days, 21:40:15, time: 1.108, data_time: 0.112, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6605, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.4493 2021-07-10 00:00:44,080 - mmaction - INFO - Epoch [107][1540/1879] lr: 6.334e-02, eta: 2 days, 21:39:56, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6609, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.4818 2021-07-10 00:01:01,216 - mmaction - INFO - Epoch [107][1560/1879] lr: 6.334e-02, eta: 2 days, 21:39:37, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6605, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.4635 2021-07-10 00:01:18,134 - mmaction - INFO - Epoch [107][1580/1879] lr: 6.334e-02, eta: 2 days, 21:39:18, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6684, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.4638 2021-07-10 00:01:35,294 - mmaction - INFO - Epoch [107][1600/1879] lr: 6.334e-02, eta: 2 days, 21:38:59, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6602, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.4518 2021-07-10 00:01:52,263 - mmaction - INFO - Epoch [107][1620/1879] lr: 6.334e-02, eta: 2 days, 21:38:40, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.4500 2021-07-10 00:02:09,276 - mmaction - INFO - Epoch [107][1640/1879] lr: 6.334e-02, eta: 2 days, 21:38:21, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6781, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.4857 2021-07-10 00:02:26,286 - mmaction - INFO - Epoch [107][1660/1879] lr: 6.334e-02, eta: 2 days, 21:38:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6680, loss_cls: 2.5663, loss: 2.5663, grad_norm: 2.4894 2021-07-10 00:02:43,365 - mmaction - INFO - Epoch [107][1680/1879] lr: 6.334e-02, eta: 2 days, 21:37:43, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6637, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.4108 2021-07-10 00:03:00,408 - mmaction - INFO - Epoch [107][1700/1879] lr: 6.334e-02, eta: 2 days, 21:37:23, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6926, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.4350 2021-07-10 00:03:17,542 - mmaction - INFO - Epoch [107][1720/1879] lr: 6.334e-02, eta: 2 days, 21:37:05, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6578, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.5202 2021-07-10 00:03:34,601 - mmaction - INFO - Epoch [107][1740/1879] lr: 6.334e-02, eta: 2 days, 21:36:45, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6559, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.5089 2021-07-10 00:03:51,632 - mmaction - INFO - Epoch [107][1760/1879] lr: 6.334e-02, eta: 2 days, 21:36:26, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6543, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.4678 2021-07-10 00:04:08,739 - mmaction - INFO - Epoch [107][1780/1879] lr: 6.334e-02, eta: 2 days, 21:36:07, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6855, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.4254 2021-07-10 00:04:25,911 - mmaction - INFO - Epoch [107][1800/1879] lr: 6.334e-02, eta: 2 days, 21:35:49, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6711, loss_cls: 2.6063, loss: 2.6063, grad_norm: 2.4446 2021-07-10 00:04:42,955 - mmaction - INFO - Epoch [107][1820/1879] lr: 6.334e-02, eta: 2 days, 21:35:29, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6746, loss_cls: 2.5945, loss: 2.5945, grad_norm: 2.5095 2021-07-10 00:05:00,006 - mmaction - INFO - Epoch [107][1840/1879] lr: 6.334e-02, eta: 2 days, 21:35:10, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6828, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.4451 2021-07-10 00:05:17,301 - mmaction - INFO - Epoch [107][1860/1879] lr: 6.334e-02, eta: 2 days, 21:34:52, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6793, loss_cls: 2.5070, loss: 2.5070, grad_norm: 2.4929 2021-07-10 00:05:54,029 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 00:05:54,035 - mmaction - INFO - 106 BN found 2021-07-10 00:10:34,923 - mmaction - INFO - BN stats updated 2021-07-10 00:13:07,801 - mmaction - INFO - Epoch [108][20/1879] lr: 6.274e-02, eta: 2 days, 21:36:58, time: 7.541, data_time: 6.608, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6816, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.4606 2021-07-10 00:13:24,467 - mmaction - INFO - Epoch [108][40/1879] lr: 6.274e-02, eta: 2 days, 21:36:38, time: 0.831, data_time: 0.007, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6734, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.4912 2021-07-10 00:13:40,951 - mmaction - INFO - Epoch [108][60/1879] lr: 6.274e-02, eta: 2 days, 21:36:19, time: 0.826, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6695, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.5219 2021-07-10 00:13:57,596 - mmaction - INFO - Epoch [108][80/1879] lr: 6.274e-02, eta: 2 days, 21:35:59, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6719, loss_cls: 2.5520, loss: 2.5520, grad_norm: 2.4460 2021-07-10 00:14:14,115 - mmaction - INFO - Epoch [108][100/1879] lr: 6.274e-02, eta: 2 days, 21:35:39, time: 0.826, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6723, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.4582 2021-07-10 00:14:30,720 - mmaction - INFO - Epoch [108][120/1879] lr: 6.274e-02, eta: 2 days, 21:35:19, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6770, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.4476 2021-07-10 00:14:47,639 - mmaction - INFO - Epoch [108][140/1879] lr: 6.274e-02, eta: 2 days, 21:35:00, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6832, loss_cls: 2.5092, loss: 2.5092, grad_norm: 2.4922 2021-07-10 00:15:04,447 - mmaction - INFO - Epoch [108][160/1879] lr: 6.274e-02, eta: 2 days, 21:34:41, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6836, loss_cls: 2.5301, loss: 2.5301, grad_norm: 2.4772 2021-07-10 00:15:21,260 - mmaction - INFO - Epoch [108][180/1879] lr: 6.274e-02, eta: 2 days, 21:34:21, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6641, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.5022 2021-07-10 00:15:38,198 - mmaction - INFO - Epoch [108][200/1879] lr: 6.274e-02, eta: 2 days, 21:34:02, time: 0.845, data_time: 0.008, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6684, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.4754 2021-07-10 00:15:55,110 - mmaction - INFO - Epoch [108][220/1879] lr: 6.274e-02, eta: 2 days, 21:33:43, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6781, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.5373 2021-07-10 00:16:12,070 - mmaction - INFO - Epoch [108][240/1879] lr: 6.274e-02, eta: 2 days, 21:33:23, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6754, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.5152 2021-07-10 00:16:29,124 - mmaction - INFO - Epoch [108][260/1879] lr: 6.274e-02, eta: 2 days, 21:33:04, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6719, loss_cls: 2.5317, loss: 2.5317, grad_norm: 2.4430 2021-07-10 00:16:46,190 - mmaction - INFO - Epoch [108][280/1879] lr: 6.274e-02, eta: 2 days, 21:32:45, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6746, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.4742 2021-07-10 00:17:03,396 - mmaction - INFO - Epoch [108][300/1879] lr: 6.274e-02, eta: 2 days, 21:32:27, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6715, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.4688 2021-07-10 00:17:20,477 - mmaction - INFO - Epoch [108][320/1879] lr: 6.274e-02, eta: 2 days, 21:32:07, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6781, loss_cls: 2.4881, loss: 2.4881, grad_norm: 2.4189 2021-07-10 00:17:37,480 - mmaction - INFO - Epoch [108][340/1879] lr: 6.274e-02, eta: 2 days, 21:31:48, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6594, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.4678 2021-07-10 00:17:54,529 - mmaction - INFO - Epoch [108][360/1879] lr: 6.274e-02, eta: 2 days, 21:31:29, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.4578 2021-07-10 00:18:11,365 - mmaction - INFO - Epoch [108][380/1879] lr: 6.274e-02, eta: 2 days, 21:31:10, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6738, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.5084 2021-07-10 00:18:28,361 - mmaction - INFO - Epoch [108][400/1879] lr: 6.274e-02, eta: 2 days, 21:30:51, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.4462 2021-07-10 00:18:45,283 - mmaction - INFO - Epoch [108][420/1879] lr: 6.274e-02, eta: 2 days, 21:30:31, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6707, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.5296 2021-07-10 00:19:02,377 - mmaction - INFO - Epoch [108][440/1879] lr: 6.274e-02, eta: 2 days, 21:30:12, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6668, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.4665 2021-07-10 00:19:19,397 - mmaction - INFO - Epoch [108][460/1879] lr: 6.274e-02, eta: 2 days, 21:29:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6703, loss_cls: 2.5370, loss: 2.5370, grad_norm: 2.4800 2021-07-10 00:19:36,485 - mmaction - INFO - Epoch [108][480/1879] lr: 6.274e-02, eta: 2 days, 21:29:34, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6637, loss_cls: 2.5547, loss: 2.5547, grad_norm: 2.5274 2021-07-10 00:19:53,694 - mmaction - INFO - Epoch [108][500/1879] lr: 6.274e-02, eta: 2 days, 21:29:15, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.5727, loss: 2.5727, grad_norm: 2.5139 2021-07-10 00:20:10,762 - mmaction - INFO - Epoch [108][520/1879] lr: 6.274e-02, eta: 2 days, 21:28:56, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6813, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.4892 2021-07-10 00:20:27,697 - mmaction - INFO - Epoch [108][540/1879] lr: 6.274e-02, eta: 2 days, 21:28:37, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.4362 2021-07-10 00:20:44,683 - mmaction - INFO - Epoch [108][560/1879] lr: 6.274e-02, eta: 2 days, 21:28:18, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6816, loss_cls: 2.5314, loss: 2.5314, grad_norm: 2.4711 2021-07-10 00:21:01,596 - mmaction - INFO - Epoch [108][580/1879] lr: 6.274e-02, eta: 2 days, 21:27:59, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6781, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.4782 2021-07-10 00:21:18,670 - mmaction - INFO - Epoch [108][600/1879] lr: 6.274e-02, eta: 2 days, 21:27:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6594, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.4437 2021-07-10 00:21:35,685 - mmaction - INFO - Epoch [108][620/1879] lr: 6.274e-02, eta: 2 days, 21:27:20, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6656, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.5316 2021-07-10 00:21:52,639 - mmaction - INFO - Epoch [108][640/1879] lr: 6.274e-02, eta: 2 days, 21:27:01, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6590, loss_cls: 2.6230, loss: 2.6230, grad_norm: 2.5294 2021-07-10 00:22:09,556 - mmaction - INFO - Epoch [108][660/1879] lr: 6.274e-02, eta: 2 days, 21:26:42, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.4615 2021-07-10 00:22:26,523 - mmaction - INFO - Epoch [108][680/1879] lr: 6.274e-02, eta: 2 days, 21:26:23, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6687, loss_cls: 2.5490, loss: 2.5490, grad_norm: 2.4656 2021-07-10 00:22:43,305 - mmaction - INFO - Epoch [108][700/1879] lr: 6.274e-02, eta: 2 days, 21:26:03, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6750, loss_cls: 2.5268, loss: 2.5268, grad_norm: 2.4518 2021-07-10 00:23:00,534 - mmaction - INFO - Epoch [108][720/1879] lr: 6.274e-02, eta: 2 days, 21:25:44, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6527, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.5078 2021-07-10 00:23:17,477 - mmaction - INFO - Epoch [108][740/1879] lr: 6.274e-02, eta: 2 days, 21:25:25, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6691, loss_cls: 2.5694, loss: 2.5694, grad_norm: 2.4514 2021-07-10 00:23:34,453 - mmaction - INFO - Epoch [108][760/1879] lr: 6.274e-02, eta: 2 days, 21:25:06, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6570, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.4596 2021-07-10 00:23:51,291 - mmaction - INFO - Epoch [108][780/1879] lr: 6.274e-02, eta: 2 days, 21:24:47, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6828, loss_cls: 2.5071, loss: 2.5071, grad_norm: 2.4565 2021-07-10 00:24:08,343 - mmaction - INFO - Epoch [108][800/1879] lr: 6.274e-02, eta: 2 days, 21:24:28, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6746, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.4757 2021-07-10 00:24:25,484 - mmaction - INFO - Epoch [108][820/1879] lr: 6.274e-02, eta: 2 days, 21:24:09, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6641, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.5200 2021-07-10 00:24:42,311 - mmaction - INFO - Epoch [108][840/1879] lr: 6.274e-02, eta: 2 days, 21:23:49, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5514, loss: 2.5514, grad_norm: 2.4247 2021-07-10 00:24:59,361 - mmaction - INFO - Epoch [108][860/1879] lr: 6.274e-02, eta: 2 days, 21:23:30, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6746, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.4621 2021-07-10 00:25:16,312 - mmaction - INFO - Epoch [108][880/1879] lr: 6.274e-02, eta: 2 days, 21:23:11, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6715, loss_cls: 2.5950, loss: 2.5950, grad_norm: 2.4379 2021-07-10 00:25:33,344 - mmaction - INFO - Epoch [108][900/1879] lr: 6.274e-02, eta: 2 days, 21:22:52, time: 0.851, data_time: 0.010, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6684, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.4738 2021-07-10 00:25:50,250 - mmaction - INFO - Epoch [108][920/1879] lr: 6.274e-02, eta: 2 days, 21:22:33, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6633, loss_cls: 2.6106, loss: 2.6106, grad_norm: 2.4873 2021-07-10 00:26:07,119 - mmaction - INFO - Epoch [108][940/1879] lr: 6.274e-02, eta: 2 days, 21:22:13, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6676, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.5105 2021-07-10 00:26:24,176 - mmaction - INFO - Epoch [108][960/1879] lr: 6.274e-02, eta: 2 days, 21:21:54, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6941, loss_cls: 2.4843, loss: 2.4843, grad_norm: 2.4672 2021-07-10 00:26:41,426 - mmaction - INFO - Epoch [108][980/1879] lr: 6.274e-02, eta: 2 days, 21:21:35, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6555, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.5310 2021-07-10 00:26:58,339 - mmaction - INFO - Epoch [108][1000/1879] lr: 6.274e-02, eta: 2 days, 21:21:16, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6645, loss_cls: 2.5770, loss: 2.5770, grad_norm: 2.5056 2021-07-10 00:27:15,332 - mmaction - INFO - Epoch [108][1020/1879] lr: 6.274e-02, eta: 2 days, 21:20:57, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6715, loss_cls: 2.5650, loss: 2.5650, grad_norm: 2.4768 2021-07-10 00:27:32,455 - mmaction - INFO - Epoch [108][1040/1879] lr: 6.274e-02, eta: 2 days, 21:20:38, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6645, loss_cls: 2.5611, loss: 2.5611, grad_norm: 2.4756 2021-07-10 00:27:49,554 - mmaction - INFO - Epoch [108][1060/1879] lr: 6.274e-02, eta: 2 days, 21:20:19, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6715, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.4375 2021-07-10 00:28:06,638 - mmaction - INFO - Epoch [108][1080/1879] lr: 6.274e-02, eta: 2 days, 21:20:00, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6820, loss_cls: 2.4876, loss: 2.4876, grad_norm: 2.4426 2021-07-10 00:28:23,839 - mmaction - INFO - Epoch [108][1100/1879] lr: 6.274e-02, eta: 2 days, 21:19:41, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6605, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.4982 2021-07-10 00:28:40,894 - mmaction - INFO - Epoch [108][1120/1879] lr: 6.274e-02, eta: 2 days, 21:19:22, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6730, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.4409 2021-07-10 00:28:57,853 - mmaction - INFO - Epoch [108][1140/1879] lr: 6.274e-02, eta: 2 days, 21:19:03, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.4821 2021-07-10 00:29:15,013 - mmaction - INFO - Epoch [108][1160/1879] lr: 6.274e-02, eta: 2 days, 21:18:44, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6813, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.4551 2021-07-10 00:29:31,947 - mmaction - INFO - Epoch [108][1180/1879] lr: 6.274e-02, eta: 2 days, 21:18:25, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6652, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.5128 2021-07-10 00:29:48,894 - mmaction - INFO - Epoch [108][1200/1879] lr: 6.274e-02, eta: 2 days, 21:18:06, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.5142 2021-07-10 00:30:05,892 - mmaction - INFO - Epoch [108][1220/1879] lr: 6.274e-02, eta: 2 days, 21:17:46, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6758, loss_cls: 2.5751, loss: 2.5751, grad_norm: 2.4858 2021-07-10 00:30:22,945 - mmaction - INFO - Epoch [108][1240/1879] lr: 6.274e-02, eta: 2 days, 21:17:27, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6801, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.4372 2021-07-10 00:30:40,125 - mmaction - INFO - Epoch [108][1260/1879] lr: 6.274e-02, eta: 2 days, 21:17:08, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6766, loss_cls: 2.5147, loss: 2.5147, grad_norm: 2.4456 2021-07-10 00:30:57,192 - mmaction - INFO - Epoch [108][1280/1879] lr: 6.274e-02, eta: 2 days, 21:16:49, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6742, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.4307 2021-07-10 00:31:14,202 - mmaction - INFO - Epoch [108][1300/1879] lr: 6.274e-02, eta: 2 days, 21:16:30, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6746, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.4252 2021-07-10 00:31:31,220 - mmaction - INFO - Epoch [108][1320/1879] lr: 6.274e-02, eta: 2 days, 21:16:11, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6824, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.4350 2021-07-10 00:31:48,074 - mmaction - INFO - Epoch [108][1340/1879] lr: 6.274e-02, eta: 2 days, 21:15:52, time: 0.842, data_time: 0.000, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6852, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.3885 2021-07-10 00:32:05,111 - mmaction - INFO - Epoch [108][1360/1879] lr: 6.274e-02, eta: 2 days, 21:15:33, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6770, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.4354 2021-07-10 00:32:22,021 - mmaction - INFO - Epoch [108][1380/1879] lr: 6.274e-02, eta: 2 days, 21:15:13, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6746, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.4834 2021-07-10 00:32:39,214 - mmaction - INFO - Epoch [108][1400/1879] lr: 6.274e-02, eta: 2 days, 21:14:55, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6660, loss_cls: 2.6168, loss: 2.6168, grad_norm: 2.5619 2021-07-10 00:32:56,217 - mmaction - INFO - Epoch [108][1420/1879] lr: 6.274e-02, eta: 2 days, 21:14:36, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6535, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.4407 2021-07-10 00:33:13,317 - mmaction - INFO - Epoch [108][1440/1879] lr: 6.274e-02, eta: 2 days, 21:14:17, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.5977, loss: 2.5977, grad_norm: 2.4922 2021-07-10 00:33:30,509 - mmaction - INFO - Epoch [108][1460/1879] lr: 6.274e-02, eta: 2 days, 21:13:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.4524 2021-07-10 00:33:47,558 - mmaction - INFO - Epoch [108][1480/1879] lr: 6.274e-02, eta: 2 days, 21:13:39, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6719, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.4083 2021-07-10 00:34:04,610 - mmaction - INFO - Epoch [108][1500/1879] lr: 6.274e-02, eta: 2 days, 21:13:19, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5250, loss: 2.5250, grad_norm: 2.4669 2021-07-10 00:34:21,474 - mmaction - INFO - Epoch [108][1520/1879] lr: 6.274e-02, eta: 2 days, 21:13:00, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6699, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.4475 2021-07-10 00:34:38,547 - mmaction - INFO - Epoch [108][1540/1879] lr: 6.274e-02, eta: 2 days, 21:12:41, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6645, loss_cls: 2.5928, loss: 2.5928, grad_norm: 2.4520 2021-07-10 00:34:55,465 - mmaction - INFO - Epoch [108][1560/1879] lr: 6.274e-02, eta: 2 days, 21:12:22, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.4606 2021-07-10 00:35:12,473 - mmaction - INFO - Epoch [108][1580/1879] lr: 6.274e-02, eta: 2 days, 21:12:03, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6758, loss_cls: 2.5701, loss: 2.5701, grad_norm: 2.5255 2021-07-10 00:35:29,581 - mmaction - INFO - Epoch [108][1600/1879] lr: 6.274e-02, eta: 2 days, 21:11:44, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6566, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.4876 2021-07-10 00:35:46,625 - mmaction - INFO - Epoch [108][1620/1879] lr: 6.274e-02, eta: 2 days, 21:11:25, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6816, loss_cls: 2.5206, loss: 2.5206, grad_norm: 2.4586 2021-07-10 00:36:03,760 - mmaction - INFO - Epoch [108][1640/1879] lr: 6.274e-02, eta: 2 days, 21:11:06, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6496, loss_cls: 2.6698, loss: 2.6698, grad_norm: 2.5760 2021-07-10 00:36:20,650 - mmaction - INFO - Epoch [108][1660/1879] lr: 6.274e-02, eta: 2 days, 21:10:47, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6562, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.4580 2021-07-10 00:36:37,765 - mmaction - INFO - Epoch [108][1680/1879] lr: 6.274e-02, eta: 2 days, 21:10:27, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6738, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.4553 2021-07-10 00:36:54,651 - mmaction - INFO - Epoch [108][1700/1879] lr: 6.274e-02, eta: 2 days, 21:10:08, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6801, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.4455 2021-07-10 00:37:11,746 - mmaction - INFO - Epoch [108][1720/1879] lr: 6.274e-02, eta: 2 days, 21:09:49, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6559, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.4686 2021-07-10 00:37:28,844 - mmaction - INFO - Epoch [108][1740/1879] lr: 6.274e-02, eta: 2 days, 21:09:30, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6879, loss_cls: 2.5111, loss: 2.5111, grad_norm: 2.4938 2021-07-10 00:37:45,971 - mmaction - INFO - Epoch [108][1760/1879] lr: 6.274e-02, eta: 2 days, 21:09:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6641, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.5348 2021-07-10 00:38:03,026 - mmaction - INFO - Epoch [108][1780/1879] lr: 6.274e-02, eta: 2 days, 21:08:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6629, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.4908 2021-07-10 00:38:20,102 - mmaction - INFO - Epoch [108][1800/1879] lr: 6.274e-02, eta: 2 days, 21:08:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6832, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.4084 2021-07-10 00:38:37,301 - mmaction - INFO - Epoch [108][1820/1879] lr: 6.274e-02, eta: 2 days, 21:08:14, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6629, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.4402 2021-07-10 00:38:54,525 - mmaction - INFO - Epoch [108][1840/1879] lr: 6.274e-02, eta: 2 days, 21:07:56, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6691, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.4448 2021-07-10 00:39:11,537 - mmaction - INFO - Epoch [108][1860/1879] lr: 6.274e-02, eta: 2 days, 21:07:36, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.4773 2021-07-10 00:39:38,431 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 00:39:38,444 - mmaction - INFO - 106 BN found 2021-07-10 00:44:17,938 - mmaction - INFO - BN stats updated 2021-07-10 00:44:19,955 - mmaction - INFO - Saving checkpoint at 108 epochs 2021-07-10 00:46:31,702 - mmaction - INFO - Epoch [109][20/1879] lr: 6.215e-02, eta: 2 days, 21:09:13, time: 6.552, data_time: 5.447, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6719, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.4351 2021-07-10 00:46:48,238 - mmaction - INFO - Epoch [109][40/1879] lr: 6.215e-02, eta: 2 days, 21:08:53, time: 0.824, data_time: 0.008, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6715, loss_cls: 2.5590, loss: 2.5590, grad_norm: 2.4035 2021-07-10 00:47:04,673 - mmaction - INFO - Epoch [109][60/1879] lr: 6.215e-02, eta: 2 days, 21:08:34, time: 0.827, data_time: 0.006, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6758, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.4639 2021-07-10 00:47:21,306 - mmaction - INFO - Epoch [109][80/1879] lr: 6.215e-02, eta: 2 days, 21:08:14, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6918, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.5605 2021-07-10 00:47:37,822 - mmaction - INFO - Epoch [109][100/1879] lr: 6.215e-02, eta: 2 days, 21:07:54, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6875, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.5590 2021-07-10 00:47:54,627 - mmaction - INFO - Epoch [109][120/1879] lr: 6.215e-02, eta: 2 days, 21:07:35, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6687, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.5042 2021-07-10 00:48:11,144 - mmaction - INFO - Epoch [109][140/1879] lr: 6.215e-02, eta: 2 days, 21:07:15, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6703, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.5117 2021-07-10 00:48:27,982 - mmaction - INFO - Epoch [109][160/1879] lr: 6.215e-02, eta: 2 days, 21:06:56, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5379, loss: 2.5379, grad_norm: 2.5056 2021-07-10 00:48:44,807 - mmaction - INFO - Epoch [109][180/1879] lr: 6.215e-02, eta: 2 days, 21:06:36, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6719, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.5457 2021-07-10 00:49:01,575 - mmaction - INFO - Epoch [109][200/1879] lr: 6.215e-02, eta: 2 days, 21:06:17, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6887, loss_cls: 2.4959, loss: 2.4959, grad_norm: 2.4291 2021-07-10 00:49:18,472 - mmaction - INFO - Epoch [109][220/1879] lr: 6.215e-02, eta: 2 days, 21:05:58, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6848, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.4289 2021-07-10 00:49:35,355 - mmaction - INFO - Epoch [109][240/1879] lr: 6.215e-02, eta: 2 days, 21:05:38, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6820, loss_cls: 2.4982, loss: 2.4982, grad_norm: 2.4892 2021-07-10 00:49:52,210 - mmaction - INFO - Epoch [109][260/1879] lr: 6.215e-02, eta: 2 days, 21:05:19, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6660, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.5099 2021-07-10 00:50:09,167 - mmaction - INFO - Epoch [109][280/1879] lr: 6.215e-02, eta: 2 days, 21:05:00, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6805, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.4699 2021-07-10 00:50:26,100 - mmaction - INFO - Epoch [109][300/1879] lr: 6.215e-02, eta: 2 days, 21:04:40, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6699, loss_cls: 2.5684, loss: 2.5684, grad_norm: 2.4913 2021-07-10 00:50:43,070 - mmaction - INFO - Epoch [109][320/1879] lr: 6.215e-02, eta: 2 days, 21:04:21, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6770, loss_cls: 2.5185, loss: 2.5185, grad_norm: 2.4140 2021-07-10 00:51:00,078 - mmaction - INFO - Epoch [109][340/1879] lr: 6.215e-02, eta: 2 days, 21:04:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.4539 2021-07-10 00:51:17,172 - mmaction - INFO - Epoch [109][360/1879] lr: 6.215e-02, eta: 2 days, 21:03:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5387, loss: 2.5387, grad_norm: 2.5240 2021-07-10 00:51:34,104 - mmaction - INFO - Epoch [109][380/1879] lr: 6.215e-02, eta: 2 days, 21:03:24, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6789, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.5304 2021-07-10 00:51:51,179 - mmaction - INFO - Epoch [109][400/1879] lr: 6.215e-02, eta: 2 days, 21:03:05, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6703, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.5377 2021-07-10 00:52:08,139 - mmaction - INFO - Epoch [109][420/1879] lr: 6.215e-02, eta: 2 days, 21:02:46, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.5201 2021-07-10 00:52:25,227 - mmaction - INFO - Epoch [109][440/1879] lr: 6.215e-02, eta: 2 days, 21:02:27, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.4468 2021-07-10 00:52:42,073 - mmaction - INFO - Epoch [109][460/1879] lr: 6.215e-02, eta: 2 days, 21:02:07, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6883, loss_cls: 2.4940, loss: 2.4940, grad_norm: 2.4768 2021-07-10 00:52:59,119 - mmaction - INFO - Epoch [109][480/1879] lr: 6.215e-02, eta: 2 days, 21:01:48, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5411, loss: 2.5411, grad_norm: 2.5200 2021-07-10 00:53:16,155 - mmaction - INFO - Epoch [109][500/1879] lr: 6.215e-02, eta: 2 days, 21:01:29, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6602, loss_cls: 2.5975, loss: 2.5975, grad_norm: 2.5110 2021-07-10 00:53:33,210 - mmaction - INFO - Epoch [109][520/1879] lr: 6.215e-02, eta: 2 days, 21:01:10, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.5001 2021-07-10 00:53:50,101 - mmaction - INFO - Epoch [109][540/1879] lr: 6.215e-02, eta: 2 days, 21:00:51, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6859, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.4685 2021-07-10 00:54:07,274 - mmaction - INFO - Epoch [109][560/1879] lr: 6.215e-02, eta: 2 days, 21:00:32, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6590, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.5037 2021-07-10 00:54:24,293 - mmaction - INFO - Epoch [109][580/1879] lr: 6.215e-02, eta: 2 days, 21:00:13, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6699, loss_cls: 2.5602, loss: 2.5602, grad_norm: 2.4769 2021-07-10 00:54:41,352 - mmaction - INFO - Epoch [109][600/1879] lr: 6.215e-02, eta: 2 days, 20:59:54, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6645, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.5199 2021-07-10 00:54:58,398 - mmaction - INFO - Epoch [109][620/1879] lr: 6.215e-02, eta: 2 days, 20:59:35, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6633, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.4729 2021-07-10 00:55:15,479 - mmaction - INFO - Epoch [109][640/1879] lr: 6.215e-02, eta: 2 days, 20:59:16, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6676, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.4769 2021-07-10 00:55:32,669 - mmaction - INFO - Epoch [109][660/1879] lr: 6.215e-02, eta: 2 days, 20:58:57, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6781, loss_cls: 2.5345, loss: 2.5345, grad_norm: 2.4642 2021-07-10 00:55:49,712 - mmaction - INFO - Epoch [109][680/1879] lr: 6.215e-02, eta: 2 days, 20:58:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6602, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.5522 2021-07-10 00:56:06,712 - mmaction - INFO - Epoch [109][700/1879] lr: 6.215e-02, eta: 2 days, 20:58:19, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6793, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.4832 2021-07-10 00:56:23,812 - mmaction - INFO - Epoch [109][720/1879] lr: 6.215e-02, eta: 2 days, 20:58:00, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.4997 2021-07-10 00:56:40,867 - mmaction - INFO - Epoch [109][740/1879] lr: 6.215e-02, eta: 2 days, 20:57:40, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6742, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.4995 2021-07-10 00:56:57,896 - mmaction - INFO - Epoch [109][760/1879] lr: 6.215e-02, eta: 2 days, 20:57:21, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6625, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.5071 2021-07-10 00:57:15,084 - mmaction - INFO - Epoch [109][780/1879] lr: 6.215e-02, eta: 2 days, 20:57:03, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6754, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.4894 2021-07-10 00:57:32,116 - mmaction - INFO - Epoch [109][800/1879] lr: 6.215e-02, eta: 2 days, 20:56:43, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6629, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.5201 2021-07-10 00:57:49,095 - mmaction - INFO - Epoch [109][820/1879] lr: 6.215e-02, eta: 2 days, 20:56:24, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6617, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.4547 2021-07-10 00:58:06,189 - mmaction - INFO - Epoch [109][840/1879] lr: 6.215e-02, eta: 2 days, 20:56:05, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6805, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.4422 2021-07-10 00:58:23,235 - mmaction - INFO - Epoch [109][860/1879] lr: 6.215e-02, eta: 2 days, 20:55:46, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6648, loss_cls: 2.5950, loss: 2.5950, grad_norm: 2.5205 2021-07-10 00:58:40,330 - mmaction - INFO - Epoch [109][880/1879] lr: 6.215e-02, eta: 2 days, 20:55:27, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6801, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.4274 2021-07-10 00:58:57,279 - mmaction - INFO - Epoch [109][900/1879] lr: 6.215e-02, eta: 2 days, 20:55:08, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6691, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.5267 2021-07-10 00:59:14,317 - mmaction - INFO - Epoch [109][920/1879] lr: 6.215e-02, eta: 2 days, 20:54:49, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6656, loss_cls: 2.6127, loss: 2.6127, grad_norm: 2.5002 2021-07-10 00:59:31,512 - mmaction - INFO - Epoch [109][940/1879] lr: 6.215e-02, eta: 2 days, 20:54:30, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6473, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.4828 2021-07-10 00:59:48,518 - mmaction - INFO - Epoch [109][960/1879] lr: 6.215e-02, eta: 2 days, 20:54:11, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6852, loss_cls: 2.4991, loss: 2.4991, grad_norm: 2.4579 2021-07-10 01:00:05,613 - mmaction - INFO - Epoch [109][980/1879] lr: 6.215e-02, eta: 2 days, 20:53:52, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6723, loss_cls: 2.5682, loss: 2.5682, grad_norm: 2.5059 2021-07-10 01:00:22,722 - mmaction - INFO - Epoch [109][1000/1879] lr: 6.215e-02, eta: 2 days, 20:53:33, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6773, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.4688 2021-07-10 01:00:39,883 - mmaction - INFO - Epoch [109][1020/1879] lr: 6.215e-02, eta: 2 days, 20:53:14, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.4615 2021-07-10 01:00:56,600 - mmaction - INFO - Epoch [109][1040/1879] lr: 6.215e-02, eta: 2 days, 20:52:55, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6707, loss_cls: 2.5255, loss: 2.5255, grad_norm: 2.5041 2021-07-10 01:01:13,629 - mmaction - INFO - Epoch [109][1060/1879] lr: 6.215e-02, eta: 2 days, 20:52:35, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6586, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.5375 2021-07-10 01:01:30,715 - mmaction - INFO - Epoch [109][1080/1879] lr: 6.215e-02, eta: 2 days, 20:52:16, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6770, loss_cls: 2.5507, loss: 2.5507, grad_norm: 2.4593 2021-07-10 01:01:47,842 - mmaction - INFO - Epoch [109][1100/1879] lr: 6.215e-02, eta: 2 days, 20:51:57, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6730, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.4432 2021-07-10 01:02:04,897 - mmaction - INFO - Epoch [109][1120/1879] lr: 6.215e-02, eta: 2 days, 20:51:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6684, loss_cls: 2.5704, loss: 2.5704, grad_norm: 2.4553 2021-07-10 01:02:21,987 - mmaction - INFO - Epoch [109][1140/1879] lr: 6.215e-02, eta: 2 days, 20:51:19, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6660, loss_cls: 2.6354, loss: 2.6354, grad_norm: 2.4954 2021-07-10 01:02:39,121 - mmaction - INFO - Epoch [109][1160/1879] lr: 6.215e-02, eta: 2 days, 20:51:01, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6770, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.4919 2021-07-10 01:02:56,219 - mmaction - INFO - Epoch [109][1180/1879] lr: 6.215e-02, eta: 2 days, 20:50:42, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6828, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.4743 2021-07-10 01:03:13,179 - mmaction - INFO - Epoch [109][1200/1879] lr: 6.215e-02, eta: 2 days, 20:50:22, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6785, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.5113 2021-07-10 01:03:30,260 - mmaction - INFO - Epoch [109][1220/1879] lr: 6.215e-02, eta: 2 days, 20:50:03, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6582, loss_cls: 2.6032, loss: 2.6032, grad_norm: 2.4429 2021-07-10 01:03:47,192 - mmaction - INFO - Epoch [109][1240/1879] lr: 6.215e-02, eta: 2 days, 20:49:44, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.5687, loss: 2.5687, grad_norm: 2.4708 2021-07-10 01:04:04,289 - mmaction - INFO - Epoch [109][1260/1879] lr: 6.215e-02, eta: 2 days, 20:49:25, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.5374 2021-07-10 01:04:21,571 - mmaction - INFO - Epoch [109][1280/1879] lr: 6.215e-02, eta: 2 days, 20:49:06, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6777, loss_cls: 2.5522, loss: 2.5522, grad_norm: 2.4585 2021-07-10 01:04:38,585 - mmaction - INFO - Epoch [109][1300/1879] lr: 6.215e-02, eta: 2 days, 20:48:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6797, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.4422 2021-07-10 01:04:55,784 - mmaction - INFO - Epoch [109][1320/1879] lr: 6.215e-02, eta: 2 days, 20:48:28, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6687, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.4970 2021-07-10 01:05:12,843 - mmaction - INFO - Epoch [109][1340/1879] lr: 6.215e-02, eta: 2 days, 20:48:09, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6754, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.5142 2021-07-10 01:05:30,008 - mmaction - INFO - Epoch [109][1360/1879] lr: 6.215e-02, eta: 2 days, 20:47:50, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6742, loss_cls: 2.5642, loss: 2.5642, grad_norm: 2.5208 2021-07-10 01:05:46,878 - mmaction - INFO - Epoch [109][1380/1879] lr: 6.215e-02, eta: 2 days, 20:47:31, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6488, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.4817 2021-07-10 01:06:04,242 - mmaction - INFO - Epoch [109][1400/1879] lr: 6.215e-02, eta: 2 days, 20:47:13, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6687, loss_cls: 2.6263, loss: 2.6263, grad_norm: 2.4518 2021-07-10 01:06:21,316 - mmaction - INFO - Epoch [109][1420/1879] lr: 6.215e-02, eta: 2 days, 20:46:54, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6809, loss_cls: 2.4955, loss: 2.4955, grad_norm: 2.4468 2021-07-10 01:06:38,414 - mmaction - INFO - Epoch [109][1440/1879] lr: 6.215e-02, eta: 2 days, 20:46:35, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6633, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.4584 2021-07-10 01:06:55,304 - mmaction - INFO - Epoch [109][1460/1879] lr: 6.215e-02, eta: 2 days, 20:46:15, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6648, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.4004 2021-07-10 01:07:12,422 - mmaction - INFO - Epoch [109][1480/1879] lr: 6.215e-02, eta: 2 days, 20:45:56, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6625, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.4797 2021-07-10 01:07:29,444 - mmaction - INFO - Epoch [109][1500/1879] lr: 6.215e-02, eta: 2 days, 20:45:37, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6813, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.4734 2021-07-10 01:07:46,565 - mmaction - INFO - Epoch [109][1520/1879] lr: 6.215e-02, eta: 2 days, 20:45:18, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6664, loss_cls: 2.5940, loss: 2.5940, grad_norm: 2.4523 2021-07-10 01:08:03,507 - mmaction - INFO - Epoch [109][1540/1879] lr: 6.215e-02, eta: 2 days, 20:44:59, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6844, loss_cls: 2.5397, loss: 2.5397, grad_norm: 2.4773 2021-07-10 01:08:20,755 - mmaction - INFO - Epoch [109][1560/1879] lr: 6.215e-02, eta: 2 days, 20:44:40, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6793, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.4471 2021-07-10 01:08:37,938 - mmaction - INFO - Epoch [109][1580/1879] lr: 6.215e-02, eta: 2 days, 20:44:22, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6707, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.4787 2021-07-10 01:08:55,076 - mmaction - INFO - Epoch [109][1600/1879] lr: 6.215e-02, eta: 2 days, 20:44:03, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6781, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.4589 2021-07-10 01:09:12,030 - mmaction - INFO - Epoch [109][1620/1879] lr: 6.215e-02, eta: 2 days, 20:43:43, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6793, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.4528 2021-07-10 01:09:29,214 - mmaction - INFO - Epoch [109][1640/1879] lr: 6.215e-02, eta: 2 days, 20:43:25, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6793, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.4720 2021-07-10 01:09:46,150 - mmaction - INFO - Epoch [109][1660/1879] lr: 6.215e-02, eta: 2 days, 20:43:05, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6801, loss_cls: 2.5788, loss: 2.5788, grad_norm: 2.4928 2021-07-10 01:10:03,232 - mmaction - INFO - Epoch [109][1680/1879] lr: 6.215e-02, eta: 2 days, 20:42:46, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6738, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.4532 2021-07-10 01:10:20,297 - mmaction - INFO - Epoch [109][1700/1879] lr: 6.215e-02, eta: 2 days, 20:42:27, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6898, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.5409 2021-07-10 01:10:37,357 - mmaction - INFO - Epoch [109][1720/1879] lr: 6.215e-02, eta: 2 days, 20:42:08, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6832, loss_cls: 2.5370, loss: 2.5370, grad_norm: 2.5398 2021-07-10 01:10:54,499 - mmaction - INFO - Epoch [109][1740/1879] lr: 6.215e-02, eta: 2 days, 20:41:49, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.5245 2021-07-10 01:11:11,640 - mmaction - INFO - Epoch [109][1760/1879] lr: 6.215e-02, eta: 2 days, 20:41:30, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6602, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.4334 2021-07-10 01:11:28,713 - mmaction - INFO - Epoch [109][1780/1879] lr: 6.215e-02, eta: 2 days, 20:41:11, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6641, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.4806 2021-07-10 01:11:45,929 - mmaction - INFO - Epoch [109][1800/1879] lr: 6.215e-02, eta: 2 days, 20:40:53, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6672, loss_cls: 2.6167, loss: 2.6167, grad_norm: 2.4781 2021-07-10 01:12:02,747 - mmaction - INFO - Epoch [109][1820/1879] lr: 6.215e-02, eta: 2 days, 20:40:33, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6660, loss_cls: 2.5830, loss: 2.5830, grad_norm: 2.4662 2021-07-10 01:12:19,770 - mmaction - INFO - Epoch [109][1840/1879] lr: 6.215e-02, eta: 2 days, 20:40:14, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6836, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.5074 2021-07-10 01:12:36,895 - mmaction - INFO - Epoch [109][1860/1879] lr: 6.215e-02, eta: 2 days, 20:39:55, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6629, loss_cls: 2.6257, loss: 2.6257, grad_norm: 2.5294 2021-07-10 01:13:05,792 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 01:13:05,799 - mmaction - INFO - 106 BN found 2021-07-10 01:17:45,451 - mmaction - INFO - BN stats updated 2021-07-10 01:19:52,534 - mmaction - INFO - Epoch [110][20/1879] lr: 6.155e-02, eta: 2 days, 20:41:22, time: 6.251, data_time: 5.370, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6613, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.4278 2021-07-10 01:20:09,311 - mmaction - INFO - Epoch [110][40/1879] lr: 6.155e-02, eta: 2 days, 20:41:02, time: 0.839, data_time: 0.008, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6848, loss_cls: 2.4921, loss: 2.4921, grad_norm: 2.4896 2021-07-10 01:20:25,886 - mmaction - INFO - Epoch [110][60/1879] lr: 6.155e-02, eta: 2 days, 20:40:43, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.5051 2021-07-10 01:20:42,537 - mmaction - INFO - Epoch [110][80/1879] lr: 6.155e-02, eta: 2 days, 20:40:23, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6699, loss_cls: 2.6124, loss: 2.6124, grad_norm: 2.4715 2021-07-10 01:20:59,035 - mmaction - INFO - Epoch [110][100/1879] lr: 6.155e-02, eta: 2 days, 20:40:03, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6914, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.4208 2021-07-10 01:21:15,727 - mmaction - INFO - Epoch [110][120/1879] lr: 6.155e-02, eta: 2 days, 20:39:44, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6730, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.5330 2021-07-10 01:21:32,513 - mmaction - INFO - Epoch [110][140/1879] lr: 6.155e-02, eta: 2 days, 20:39:24, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6809, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.5133 2021-07-10 01:21:49,250 - mmaction - INFO - Epoch [110][160/1879] lr: 6.155e-02, eta: 2 days, 20:39:05, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.5682, loss: 2.5682, grad_norm: 2.5320 2021-07-10 01:22:06,213 - mmaction - INFO - Epoch [110][180/1879] lr: 6.155e-02, eta: 2 days, 20:38:46, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6598, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.4565 2021-07-10 01:22:23,074 - mmaction - INFO - Epoch [110][200/1879] lr: 6.155e-02, eta: 2 days, 20:38:26, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6809, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.4280 2021-07-10 01:22:40,233 - mmaction - INFO - Epoch [110][220/1879] lr: 6.155e-02, eta: 2 days, 20:38:08, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6676, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.4700 2021-07-10 01:22:57,183 - mmaction - INFO - Epoch [110][240/1879] lr: 6.155e-02, eta: 2 days, 20:37:48, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6793, loss_cls: 2.5263, loss: 2.5263, grad_norm: 2.4888 2021-07-10 01:23:14,211 - mmaction - INFO - Epoch [110][260/1879] lr: 6.155e-02, eta: 2 days, 20:37:29, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6805, loss_cls: 2.5606, loss: 2.5606, grad_norm: 2.4629 2021-07-10 01:23:31,227 - mmaction - INFO - Epoch [110][280/1879] lr: 6.155e-02, eta: 2 days, 20:37:10, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6730, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.4536 2021-07-10 01:23:48,280 - mmaction - INFO - Epoch [110][300/1879] lr: 6.155e-02, eta: 2 days, 20:36:51, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6699, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.3973 2021-07-10 01:24:05,424 - mmaction - INFO - Epoch [110][320/1879] lr: 6.155e-02, eta: 2 days, 20:36:32, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6680, loss_cls: 2.5904, loss: 2.5904, grad_norm: 2.4965 2021-07-10 01:24:22,543 - mmaction - INFO - Epoch [110][340/1879] lr: 6.155e-02, eta: 2 days, 20:36:13, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6820, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.4511 2021-07-10 01:24:39,661 - mmaction - INFO - Epoch [110][360/1879] lr: 6.155e-02, eta: 2 days, 20:35:54, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6785, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.4245 2021-07-10 01:24:56,808 - mmaction - INFO - Epoch [110][380/1879] lr: 6.155e-02, eta: 2 days, 20:35:35, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6664, loss_cls: 2.5778, loss: 2.5778, grad_norm: 2.5061 2021-07-10 01:25:13,842 - mmaction - INFO - Epoch [110][400/1879] lr: 6.155e-02, eta: 2 days, 20:35:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6711, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.4625 2021-07-10 01:25:31,031 - mmaction - INFO - Epoch [110][420/1879] lr: 6.155e-02, eta: 2 days, 20:34:57, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6801, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.3777 2021-07-10 01:25:47,959 - mmaction - INFO - Epoch [110][440/1879] lr: 6.155e-02, eta: 2 days, 20:34:38, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6875, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.5279 2021-07-10 01:26:05,139 - mmaction - INFO - Epoch [110][460/1879] lr: 6.155e-02, eta: 2 days, 20:34:19, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6730, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.5195 2021-07-10 01:26:22,137 - mmaction - INFO - Epoch [110][480/1879] lr: 6.155e-02, eta: 2 days, 20:34:00, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6738, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.5004 2021-07-10 01:26:39,232 - mmaction - INFO - Epoch [110][500/1879] lr: 6.155e-02, eta: 2 days, 20:33:41, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4982, loss: 2.4982, grad_norm: 2.4659 2021-07-10 01:26:56,278 - mmaction - INFO - Epoch [110][520/1879] lr: 6.155e-02, eta: 2 days, 20:33:22, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6746, loss_cls: 2.5695, loss: 2.5695, grad_norm: 2.4580 2021-07-10 01:27:13,503 - mmaction - INFO - Epoch [110][540/1879] lr: 6.155e-02, eta: 2 days, 20:33:03, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6664, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.5067 2021-07-10 01:27:30,451 - mmaction - INFO - Epoch [110][560/1879] lr: 6.155e-02, eta: 2 days, 20:32:44, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6684, loss_cls: 2.5553, loss: 2.5553, grad_norm: 2.4544 2021-07-10 01:27:47,728 - mmaction - INFO - Epoch [110][580/1879] lr: 6.155e-02, eta: 2 days, 20:32:25, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6813, loss_cls: 2.5298, loss: 2.5298, grad_norm: 2.4844 2021-07-10 01:28:04,893 - mmaction - INFO - Epoch [110][600/1879] lr: 6.155e-02, eta: 2 days, 20:32:06, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6777, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.4771 2021-07-10 01:28:22,091 - mmaction - INFO - Epoch [110][620/1879] lr: 6.155e-02, eta: 2 days, 20:31:48, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6816, loss_cls: 2.5397, loss: 2.5397, grad_norm: 2.4919 2021-07-10 01:28:39,279 - mmaction - INFO - Epoch [110][640/1879] lr: 6.155e-02, eta: 2 days, 20:31:29, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6777, loss_cls: 2.5546, loss: 2.5546, grad_norm: 2.4993 2021-07-10 01:28:56,366 - mmaction - INFO - Epoch [110][660/1879] lr: 6.155e-02, eta: 2 days, 20:31:10, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6898, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.4177 2021-07-10 01:29:13,514 - mmaction - INFO - Epoch [110][680/1879] lr: 6.155e-02, eta: 2 days, 20:30:51, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6680, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.5179 2021-07-10 01:29:30,744 - mmaction - INFO - Epoch [110][700/1879] lr: 6.155e-02, eta: 2 days, 20:30:32, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6730, loss_cls: 2.5622, loss: 2.5622, grad_norm: 2.5517 2021-07-10 01:29:47,838 - mmaction - INFO - Epoch [110][720/1879] lr: 6.155e-02, eta: 2 days, 20:30:13, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6742, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.5439 2021-07-10 01:30:05,066 - mmaction - INFO - Epoch [110][740/1879] lr: 6.155e-02, eta: 2 days, 20:29:54, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6816, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.5020 2021-07-10 01:30:22,139 - mmaction - INFO - Epoch [110][760/1879] lr: 6.155e-02, eta: 2 days, 20:29:35, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6699, loss_cls: 2.5395, loss: 2.5395, grad_norm: 2.5062 2021-07-10 01:30:39,245 - mmaction - INFO - Epoch [110][780/1879] lr: 6.155e-02, eta: 2 days, 20:29:16, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6742, loss_cls: 2.5330, loss: 2.5330, grad_norm: 2.5200 2021-07-10 01:30:56,293 - mmaction - INFO - Epoch [110][800/1879] lr: 6.155e-02, eta: 2 days, 20:28:57, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6766, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.4996 2021-07-10 01:31:13,433 - mmaction - INFO - Epoch [110][820/1879] lr: 6.155e-02, eta: 2 days, 20:28:38, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6699, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.4293 2021-07-10 01:31:30,541 - mmaction - INFO - Epoch [110][840/1879] lr: 6.155e-02, eta: 2 days, 20:28:19, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.7031, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.4572 2021-07-10 01:31:47,604 - mmaction - INFO - Epoch [110][860/1879] lr: 6.155e-02, eta: 2 days, 20:28:00, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.5579 2021-07-10 01:32:04,669 - mmaction - INFO - Epoch [110][880/1879] lr: 6.155e-02, eta: 2 days, 20:27:41, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6813, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.4864 2021-07-10 01:32:21,871 - mmaction - INFO - Epoch [110][900/1879] lr: 6.155e-02, eta: 2 days, 20:27:22, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6641, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.4770 2021-07-10 01:32:38,954 - mmaction - INFO - Epoch [110][920/1879] lr: 6.155e-02, eta: 2 days, 20:27:03, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6766, loss_cls: 2.5309, loss: 2.5309, grad_norm: 2.4851 2021-07-10 01:32:56,092 - mmaction - INFO - Epoch [110][940/1879] lr: 6.155e-02, eta: 2 days, 20:26:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6898, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.4906 2021-07-10 01:33:13,111 - mmaction - INFO - Epoch [110][960/1879] lr: 6.155e-02, eta: 2 days, 20:26:25, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.4652 2021-07-10 01:33:30,181 - mmaction - INFO - Epoch [110][980/1879] lr: 6.155e-02, eta: 2 days, 20:26:06, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6750, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.5178 2021-07-10 01:33:47,385 - mmaction - INFO - Epoch [110][1000/1879] lr: 6.155e-02, eta: 2 days, 20:25:48, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6660, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.5791 2021-07-10 01:34:04,569 - mmaction - INFO - Epoch [110][1020/1879] lr: 6.155e-02, eta: 2 days, 20:25:29, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6750, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.5276 2021-07-10 01:34:21,603 - mmaction - INFO - Epoch [110][1040/1879] lr: 6.155e-02, eta: 2 days, 20:25:10, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6836, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.5049 2021-07-10 01:34:38,765 - mmaction - INFO - Epoch [110][1060/1879] lr: 6.155e-02, eta: 2 days, 20:24:51, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6559, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.4837 2021-07-10 01:34:55,744 - mmaction - INFO - Epoch [110][1080/1879] lr: 6.155e-02, eta: 2 days, 20:24:32, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6633, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.5259 2021-07-10 01:35:12,824 - mmaction - INFO - Epoch [110][1100/1879] lr: 6.155e-02, eta: 2 days, 20:24:13, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6637, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.4549 2021-07-10 01:35:29,920 - mmaction - INFO - Epoch [110][1120/1879] lr: 6.155e-02, eta: 2 days, 20:23:54, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6707, loss_cls: 2.5887, loss: 2.5887, grad_norm: 2.4619 2021-07-10 01:35:47,092 - mmaction - INFO - Epoch [110][1140/1879] lr: 6.155e-02, eta: 2 days, 20:23:35, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6777, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.5139 2021-07-10 01:36:04,321 - mmaction - INFO - Epoch [110][1160/1879] lr: 6.155e-02, eta: 2 days, 20:23:16, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6562, loss_cls: 2.6190, loss: 2.6190, grad_norm: 2.4894 2021-07-10 01:36:21,553 - mmaction - INFO - Epoch [110][1180/1879] lr: 6.155e-02, eta: 2 days, 20:22:57, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6770, loss_cls: 2.5663, loss: 2.5663, grad_norm: 2.5071 2021-07-10 01:36:38,565 - mmaction - INFO - Epoch [110][1200/1879] lr: 6.155e-02, eta: 2 days, 20:22:38, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6797, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.5094 2021-07-10 01:36:55,751 - mmaction - INFO - Epoch [110][1220/1879] lr: 6.155e-02, eta: 2 days, 20:22:19, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6746, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.4962 2021-07-10 01:37:12,742 - mmaction - INFO - Epoch [110][1240/1879] lr: 6.155e-02, eta: 2 days, 20:22:00, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6816, loss_cls: 2.4982, loss: 2.4982, grad_norm: 2.4836 2021-07-10 01:37:29,893 - mmaction - INFO - Epoch [110][1260/1879] lr: 6.155e-02, eta: 2 days, 20:21:41, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6781, loss_cls: 2.5459, loss: 2.5459, grad_norm: 2.4622 2021-07-10 01:37:47,015 - mmaction - INFO - Epoch [110][1280/1879] lr: 6.155e-02, eta: 2 days, 20:21:22, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6824, loss_cls: 2.5378, loss: 2.5378, grad_norm: 2.4789 2021-07-10 01:38:04,138 - mmaction - INFO - Epoch [110][1300/1879] lr: 6.155e-02, eta: 2 days, 20:21:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5408, loss: 2.5408, grad_norm: 2.5224 2021-07-10 01:38:21,227 - mmaction - INFO - Epoch [110][1320/1879] lr: 6.155e-02, eta: 2 days, 20:20:44, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6586, loss_cls: 2.5777, loss: 2.5777, grad_norm: 2.4987 2021-07-10 01:38:38,434 - mmaction - INFO - Epoch [110][1340/1879] lr: 6.155e-02, eta: 2 days, 20:20:25, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6645, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.5306 2021-07-10 01:38:55,620 - mmaction - INFO - Epoch [110][1360/1879] lr: 6.155e-02, eta: 2 days, 20:20:07, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6766, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.4557 2021-07-10 01:39:12,829 - mmaction - INFO - Epoch [110][1380/1879] lr: 6.155e-02, eta: 2 days, 20:19:48, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6754, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.4774 2021-07-10 01:39:29,967 - mmaction - INFO - Epoch [110][1400/1879] lr: 6.155e-02, eta: 2 days, 20:19:29, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6637, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.4490 2021-07-10 01:39:46,965 - mmaction - INFO - Epoch [110][1420/1879] lr: 6.155e-02, eta: 2 days, 20:19:10, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6687, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.4301 2021-07-10 01:40:04,079 - mmaction - INFO - Epoch [110][1440/1879] lr: 6.155e-02, eta: 2 days, 20:18:51, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6766, loss_cls: 2.5231, loss: 2.5231, grad_norm: 2.4269 2021-07-10 01:40:21,180 - mmaction - INFO - Epoch [110][1460/1879] lr: 6.155e-02, eta: 2 days, 20:18:32, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6645, loss_cls: 2.5488, loss: 2.5488, grad_norm: 2.4584 2021-07-10 01:40:38,253 - mmaction - INFO - Epoch [110][1480/1879] lr: 6.155e-02, eta: 2 days, 20:18:13, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6914, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.4391 2021-07-10 01:40:55,331 - mmaction - INFO - Epoch [110][1500/1879] lr: 6.155e-02, eta: 2 days, 20:17:54, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6742, loss_cls: 2.5353, loss: 2.5353, grad_norm: 2.4512 2021-07-10 01:41:12,463 - mmaction - INFO - Epoch [110][1520/1879] lr: 6.155e-02, eta: 2 days, 20:17:35, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5310, loss: 2.5310, grad_norm: 2.4928 2021-07-10 01:41:29,400 - mmaction - INFO - Epoch [110][1540/1879] lr: 6.155e-02, eta: 2 days, 20:17:16, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6766, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.5187 2021-07-10 01:41:46,448 - mmaction - INFO - Epoch [110][1560/1879] lr: 6.155e-02, eta: 2 days, 20:16:57, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6863, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.5364 2021-07-10 01:42:03,475 - mmaction - INFO - Epoch [110][1580/1879] lr: 6.155e-02, eta: 2 days, 20:16:38, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.5070, loss: 2.5070, grad_norm: 2.4878 2021-07-10 01:42:20,557 - mmaction - INFO - Epoch [110][1600/1879] lr: 6.155e-02, eta: 2 days, 20:16:19, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6793, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.4405 2021-07-10 01:42:37,585 - mmaction - INFO - Epoch [110][1620/1879] lr: 6.155e-02, eta: 2 days, 20:16:00, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6746, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.4552 2021-07-10 01:42:54,739 - mmaction - INFO - Epoch [110][1640/1879] lr: 6.155e-02, eta: 2 days, 20:15:41, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6523, loss_cls: 2.6373, loss: 2.6373, grad_norm: 2.5277 2021-07-10 01:43:11,808 - mmaction - INFO - Epoch [110][1660/1879] lr: 6.155e-02, eta: 2 days, 20:15:22, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6801, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.5193 2021-07-10 01:43:28,949 - mmaction - INFO - Epoch [110][1680/1879] lr: 6.155e-02, eta: 2 days, 20:15:03, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6840, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.4620 2021-07-10 01:43:45,898 - mmaction - INFO - Epoch [110][1700/1879] lr: 6.155e-02, eta: 2 days, 20:14:44, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.4113 2021-07-10 01:44:03,043 - mmaction - INFO - Epoch [110][1720/1879] lr: 6.155e-02, eta: 2 days, 20:14:25, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.6023, loss: 2.6023, grad_norm: 2.4868 2021-07-10 01:44:20,047 - mmaction - INFO - Epoch [110][1740/1879] lr: 6.155e-02, eta: 2 days, 20:14:06, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6582, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.4576 2021-07-10 01:44:37,121 - mmaction - INFO - Epoch [110][1760/1879] lr: 6.155e-02, eta: 2 days, 20:13:47, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6867, loss_cls: 2.5097, loss: 2.5097, grad_norm: 2.4530 2021-07-10 01:44:54,207 - mmaction - INFO - Epoch [110][1780/1879] lr: 6.155e-02, eta: 2 days, 20:13:28, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6629, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.4992 2021-07-10 01:45:11,377 - mmaction - INFO - Epoch [110][1800/1879] lr: 6.155e-02, eta: 2 days, 20:13:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.5456 2021-07-10 01:45:28,451 - mmaction - INFO - Epoch [110][1820/1879] lr: 6.155e-02, eta: 2 days, 20:12:50, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6684, loss_cls: 2.5642, loss: 2.5642, grad_norm: 2.4854 2021-07-10 01:45:45,549 - mmaction - INFO - Epoch [110][1840/1879] lr: 6.155e-02, eta: 2 days, 20:12:31, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6762, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.4805 2021-07-10 01:46:02,547 - mmaction - INFO - Epoch [110][1860/1879] lr: 6.155e-02, eta: 2 days, 20:12:12, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6785, loss_cls: 2.5726, loss: 2.5726, grad_norm: 2.4821 2021-07-10 01:46:29,753 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 01:46:29,764 - mmaction - INFO - 106 BN found 2021-07-10 01:51:07,354 - mmaction - INFO - BN stats updated 2021-07-10 01:54:33,597 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 01:54:34,522 - mmaction - INFO - top1_acc 0.5129 top5_acc 0.7698 2021-07-10 01:54:34,522 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 01:54:34,577 - mmaction - INFO - mean_acc 0.5128 2021-07-10 01:54:35,297 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_110.pth. 2021-07-10 01:54:35,297 - mmaction - INFO - Best top1_acc is 0.5129 at 110 epoch. 2021-07-10 01:54:35,308 - mmaction - INFO - Epoch(val) [110][155] top1_acc: 0.5129, top5_acc: 0.7698, mean_class_accuracy: 0.5128 2021-07-10 01:56:04,660 - mmaction - INFO - Epoch [111][20/1879] lr: 6.096e-02, eta: 2 days, 20:12:49, time: 4.465, data_time: 3.506, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6797, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.4845 2021-07-10 01:56:21,352 - mmaction - INFO - Epoch [111][40/1879] lr: 6.096e-02, eta: 2 days, 20:12:29, time: 0.832, data_time: 0.009, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6922, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.5148 2021-07-10 01:56:37,864 - mmaction - INFO - Epoch [111][60/1879] lr: 6.096e-02, eta: 2 days, 20:12:10, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6723, loss_cls: 2.5145, loss: 2.5145, grad_norm: 2.5340 2021-07-10 01:56:54,487 - mmaction - INFO - Epoch [111][80/1879] lr: 6.096e-02, eta: 2 days, 20:11:50, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6719, loss_cls: 2.5596, loss: 2.5596, grad_norm: 2.5329 2021-07-10 01:57:11,070 - mmaction - INFO - Epoch [111][100/1879] lr: 6.096e-02, eta: 2 days, 20:11:31, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6715, loss_cls: 2.5840, loss: 2.5840, grad_norm: 2.5253 2021-07-10 01:57:28,026 - mmaction - INFO - Epoch [111][120/1879] lr: 6.096e-02, eta: 2 days, 20:11:11, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6871, loss_cls: 2.4795, loss: 2.4795, grad_norm: 2.5496 2021-07-10 01:57:44,784 - mmaction - INFO - Epoch [111][140/1879] lr: 6.096e-02, eta: 2 days, 20:10:52, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6723, loss_cls: 2.5897, loss: 2.5897, grad_norm: 2.5105 2021-07-10 01:58:01,499 - mmaction - INFO - Epoch [111][160/1879] lr: 6.096e-02, eta: 2 days, 20:10:32, time: 0.834, data_time: 0.000, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6687, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.5393 2021-07-10 01:58:18,468 - mmaction - INFO - Epoch [111][180/1879] lr: 6.096e-02, eta: 2 days, 20:10:13, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6742, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.5107 2021-07-10 01:58:35,160 - mmaction - INFO - Epoch [111][200/1879] lr: 6.096e-02, eta: 2 days, 20:09:54, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6684, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.5104 2021-07-10 01:58:51,987 - mmaction - INFO - Epoch [111][220/1879] lr: 6.096e-02, eta: 2 days, 20:09:34, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6695, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.4783 2021-07-10 01:59:08,906 - mmaction - INFO - Epoch [111][240/1879] lr: 6.096e-02, eta: 2 days, 20:09:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6801, loss_cls: 2.5044, loss: 2.5044, grad_norm: 2.5274 2021-07-10 01:59:26,173 - mmaction - INFO - Epoch [111][260/1879] lr: 6.096e-02, eta: 2 days, 20:08:56, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6676, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.5004 2021-07-10 01:59:43,188 - mmaction - INFO - Epoch [111][280/1879] lr: 6.096e-02, eta: 2 days, 20:08:37, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6629, loss_cls: 2.5876, loss: 2.5876, grad_norm: 2.4625 2021-07-10 02:00:00,208 - mmaction - INFO - Epoch [111][300/1879] lr: 6.096e-02, eta: 2 days, 20:08:18, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6816, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.4755 2021-07-10 02:00:17,433 - mmaction - INFO - Epoch [111][320/1879] lr: 6.096e-02, eta: 2 days, 20:08:00, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6793, loss_cls: 2.5307, loss: 2.5307, grad_norm: 2.5643 2021-07-10 02:00:34,467 - mmaction - INFO - Epoch [111][340/1879] lr: 6.096e-02, eta: 2 days, 20:07:40, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6656, loss_cls: 2.5791, loss: 2.5791, grad_norm: 2.5472 2021-07-10 02:00:51,707 - mmaction - INFO - Epoch [111][360/1879] lr: 6.096e-02, eta: 2 days, 20:07:22, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.5010 2021-07-10 02:01:08,850 - mmaction - INFO - Epoch [111][380/1879] lr: 6.096e-02, eta: 2 days, 20:07:03, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6691, loss_cls: 2.5516, loss: 2.5516, grad_norm: 2.4566 2021-07-10 02:01:25,948 - mmaction - INFO - Epoch [111][400/1879] lr: 6.096e-02, eta: 2 days, 20:06:44, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6836, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.4428 2021-07-10 02:01:43,223 - mmaction - INFO - Epoch [111][420/1879] lr: 6.096e-02, eta: 2 days, 20:06:25, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6816, loss_cls: 2.5354, loss: 2.5354, grad_norm: 2.4782 2021-07-10 02:02:00,334 - mmaction - INFO - Epoch [111][440/1879] lr: 6.096e-02, eta: 2 days, 20:06:06, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6855, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.5031 2021-07-10 02:02:17,591 - mmaction - INFO - Epoch [111][460/1879] lr: 6.096e-02, eta: 2 days, 20:05:47, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6738, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.4975 2021-07-10 02:02:34,761 - mmaction - INFO - Epoch [111][480/1879] lr: 6.096e-02, eta: 2 days, 20:05:29, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6633, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.5198 2021-07-10 02:02:51,796 - mmaction - INFO - Epoch [111][500/1879] lr: 6.096e-02, eta: 2 days, 20:05:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6746, loss_cls: 2.5657, loss: 2.5657, grad_norm: 2.4776 2021-07-10 02:03:08,868 - mmaction - INFO - Epoch [111][520/1879] lr: 6.096e-02, eta: 2 days, 20:04:51, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6848, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.5208 2021-07-10 02:03:25,965 - mmaction - INFO - Epoch [111][540/1879] lr: 6.096e-02, eta: 2 days, 20:04:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6746, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.5094 2021-07-10 02:03:43,211 - mmaction - INFO - Epoch [111][560/1879] lr: 6.096e-02, eta: 2 days, 20:04:13, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.5199, loss: 2.5199, grad_norm: 2.5098 2021-07-10 02:04:00,402 - mmaction - INFO - Epoch [111][580/1879] lr: 6.096e-02, eta: 2 days, 20:03:54, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6629, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.4932 2021-07-10 02:04:17,530 - mmaction - INFO - Epoch [111][600/1879] lr: 6.096e-02, eta: 2 days, 20:03:35, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6617, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.4720 2021-07-10 02:04:34,654 - mmaction - INFO - Epoch [111][620/1879] lr: 6.096e-02, eta: 2 days, 20:03:16, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6770, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.4599 2021-07-10 02:04:51,595 - mmaction - INFO - Epoch [111][640/1879] lr: 6.096e-02, eta: 2 days, 20:02:57, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6848, loss_cls: 2.5402, loss: 2.5402, grad_norm: 2.5278 2021-07-10 02:05:08,740 - mmaction - INFO - Epoch [111][660/1879] lr: 6.096e-02, eta: 2 days, 20:02:38, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.5137 2021-07-10 02:05:25,837 - mmaction - INFO - Epoch [111][680/1879] lr: 6.096e-02, eta: 2 days, 20:02:19, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6723, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.5026 2021-07-10 02:05:43,017 - mmaction - INFO - Epoch [111][700/1879] lr: 6.096e-02, eta: 2 days, 20:02:00, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.4377 2021-07-10 02:05:59,796 - mmaction - INFO - Epoch [111][720/1879] lr: 6.096e-02, eta: 2 days, 20:01:41, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6645, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.5326 2021-07-10 02:06:16,971 - mmaction - INFO - Epoch [111][740/1879] lr: 6.096e-02, eta: 2 days, 20:01:22, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6754, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.4952 2021-07-10 02:06:33,950 - mmaction - INFO - Epoch [111][760/1879] lr: 6.096e-02, eta: 2 days, 20:01:03, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6773, loss_cls: 2.5763, loss: 2.5763, grad_norm: 2.5323 2021-07-10 02:06:50,802 - mmaction - INFO - Epoch [111][780/1879] lr: 6.096e-02, eta: 2 days, 20:00:44, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6691, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.5148 2021-07-10 02:07:07,830 - mmaction - INFO - Epoch [111][800/1879] lr: 6.096e-02, eta: 2 days, 20:00:24, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.4724 2021-07-10 02:07:24,991 - mmaction - INFO - Epoch [111][820/1879] lr: 6.096e-02, eta: 2 days, 20:00:06, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6687, loss_cls: 2.5700, loss: 2.5700, grad_norm: 2.4919 2021-07-10 02:07:42,000 - mmaction - INFO - Epoch [111][840/1879] lr: 6.096e-02, eta: 2 days, 19:59:47, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6508, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.5516 2021-07-10 02:07:59,113 - mmaction - INFO - Epoch [111][860/1879] lr: 6.096e-02, eta: 2 days, 19:59:28, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6793, loss_cls: 2.4902, loss: 2.4902, grad_norm: 2.4557 2021-07-10 02:08:16,071 - mmaction - INFO - Epoch [111][880/1879] lr: 6.096e-02, eta: 2 days, 19:59:08, time: 0.851, data_time: 0.008, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6773, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.5416 2021-07-10 02:08:32,946 - mmaction - INFO - Epoch [111][900/1879] lr: 6.096e-02, eta: 2 days, 19:58:49, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6781, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.5268 2021-07-10 02:08:50,037 - mmaction - INFO - Epoch [111][920/1879] lr: 6.096e-02, eta: 2 days, 19:58:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.5995 2021-07-10 02:09:07,247 - mmaction - INFO - Epoch [111][940/1879] lr: 6.096e-02, eta: 2 days, 19:58:11, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6813, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.4575 2021-07-10 02:09:24,297 - mmaction - INFO - Epoch [111][960/1879] lr: 6.096e-02, eta: 2 days, 19:57:52, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6738, loss_cls: 2.4930, loss: 2.4930, grad_norm: 2.4652 2021-07-10 02:09:41,396 - mmaction - INFO - Epoch [111][980/1879] lr: 6.096e-02, eta: 2 days, 19:57:33, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6859, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.5066 2021-07-10 02:09:58,361 - mmaction - INFO - Epoch [111][1000/1879] lr: 6.096e-02, eta: 2 days, 19:57:14, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6691, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.5640 2021-07-10 02:10:15,517 - mmaction - INFO - Epoch [111][1020/1879] lr: 6.096e-02, eta: 2 days, 19:56:55, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6625, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.5074 2021-07-10 02:10:32,545 - mmaction - INFO - Epoch [111][1040/1879] lr: 6.096e-02, eta: 2 days, 19:56:36, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6730, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.4548 2021-07-10 02:10:49,579 - mmaction - INFO - Epoch [111][1060/1879] lr: 6.096e-02, eta: 2 days, 19:56:17, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6801, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.4619 2021-07-10 02:11:06,553 - mmaction - INFO - Epoch [111][1080/1879] lr: 6.096e-02, eta: 2 days, 19:55:58, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6809, loss_cls: 2.5305, loss: 2.5305, grad_norm: 2.5156 2021-07-10 02:11:23,659 - mmaction - INFO - Epoch [111][1100/1879] lr: 6.096e-02, eta: 2 days, 19:55:39, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6672, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.4915 2021-07-10 02:11:40,702 - mmaction - INFO - Epoch [111][1120/1879] lr: 6.096e-02, eta: 2 days, 19:55:20, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6824, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.5181 2021-07-10 02:11:58,112 - mmaction - INFO - Epoch [111][1140/1879] lr: 6.096e-02, eta: 2 days, 19:55:02, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6852, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.4700 2021-07-10 02:12:15,045 - mmaction - INFO - Epoch [111][1160/1879] lr: 6.096e-02, eta: 2 days, 19:54:43, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6805, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.5549 2021-07-10 02:12:32,270 - mmaction - INFO - Epoch [111][1180/1879] lr: 6.096e-02, eta: 2 days, 19:54:24, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6613, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.5123 2021-07-10 02:12:49,313 - mmaction - INFO - Epoch [111][1200/1879] lr: 6.096e-02, eta: 2 days, 19:54:05, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.4792 2021-07-10 02:13:06,668 - mmaction - INFO - Epoch [111][1220/1879] lr: 6.096e-02, eta: 2 days, 19:53:46, time: 0.868, data_time: 0.007, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6578, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.4657 2021-07-10 02:13:23,836 - mmaction - INFO - Epoch [111][1240/1879] lr: 6.096e-02, eta: 2 days, 19:53:27, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6421, loss: 2.6421, grad_norm: 2.4938 2021-07-10 02:13:41,022 - mmaction - INFO - Epoch [111][1260/1879] lr: 6.096e-02, eta: 2 days, 19:53:08, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6742, loss_cls: 2.5395, loss: 2.5395, grad_norm: 2.5019 2021-07-10 02:13:58,198 - mmaction - INFO - Epoch [111][1280/1879] lr: 6.096e-02, eta: 2 days, 19:52:50, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6809, loss_cls: 2.5226, loss: 2.5226, grad_norm: 2.4737 2021-07-10 02:14:15,223 - mmaction - INFO - Epoch [111][1300/1879] lr: 6.096e-02, eta: 2 days, 19:52:31, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6781, loss_cls: 2.5737, loss: 2.5737, grad_norm: 2.5086 2021-07-10 02:14:32,425 - mmaction - INFO - Epoch [111][1320/1879] lr: 6.096e-02, eta: 2 days, 19:52:12, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6902, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.4895 2021-07-10 02:14:49,433 - mmaction - INFO - Epoch [111][1340/1879] lr: 6.096e-02, eta: 2 days, 19:51:53, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6625, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.5475 2021-07-10 02:15:06,574 - mmaction - INFO - Epoch [111][1360/1879] lr: 6.096e-02, eta: 2 days, 19:51:34, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6766, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.5015 2021-07-10 02:15:23,658 - mmaction - INFO - Epoch [111][1380/1879] lr: 6.096e-02, eta: 2 days, 19:51:15, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6777, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.4919 2021-07-10 02:15:40,848 - mmaction - INFO - Epoch [111][1400/1879] lr: 6.096e-02, eta: 2 days, 19:50:56, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.4417 2021-07-10 02:15:57,938 - mmaction - INFO - Epoch [111][1420/1879] lr: 6.096e-02, eta: 2 days, 19:50:37, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6668, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.4743 2021-07-10 02:16:15,078 - mmaction - INFO - Epoch [111][1440/1879] lr: 6.096e-02, eta: 2 days, 19:50:18, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6762, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.5534 2021-07-10 02:16:32,033 - mmaction - INFO - Epoch [111][1460/1879] lr: 6.096e-02, eta: 2 days, 19:49:59, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6852, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.5665 2021-07-10 02:16:49,172 - mmaction - INFO - Epoch [111][1480/1879] lr: 6.096e-02, eta: 2 days, 19:49:40, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6629, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.5340 2021-07-10 02:17:06,251 - mmaction - INFO - Epoch [111][1500/1879] lr: 6.096e-02, eta: 2 days, 19:49:21, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6648, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.4931 2021-07-10 02:17:23,250 - mmaction - INFO - Epoch [111][1520/1879] lr: 6.096e-02, eta: 2 days, 19:49:02, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6855, loss_cls: 2.5092, loss: 2.5092, grad_norm: 2.4617 2021-07-10 02:17:40,323 - mmaction - INFO - Epoch [111][1540/1879] lr: 6.096e-02, eta: 2 days, 19:48:43, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6562, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.6121 2021-07-10 02:17:57,501 - mmaction - INFO - Epoch [111][1560/1879] lr: 6.096e-02, eta: 2 days, 19:48:24, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6594, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.5008 2021-07-10 02:18:14,468 - mmaction - INFO - Epoch [111][1580/1879] lr: 6.096e-02, eta: 2 days, 19:48:05, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6848, loss_cls: 2.5046, loss: 2.5046, grad_norm: 2.4508 2021-07-10 02:18:31,610 - mmaction - INFO - Epoch [111][1600/1879] lr: 6.096e-02, eta: 2 days, 19:47:46, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6637, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.4787 2021-07-10 02:18:48,762 - mmaction - INFO - Epoch [111][1620/1879] lr: 6.096e-02, eta: 2 days, 19:47:27, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6746, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.5169 2021-07-10 02:19:05,840 - mmaction - INFO - Epoch [111][1640/1879] lr: 6.096e-02, eta: 2 days, 19:47:08, time: 0.853, data_time: 0.008, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6605, loss_cls: 2.6115, loss: 2.6115, grad_norm: 2.5076 2021-07-10 02:19:23,036 - mmaction - INFO - Epoch [111][1660/1879] lr: 6.096e-02, eta: 2 days, 19:46:50, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6668, loss_cls: 2.5953, loss: 2.5953, grad_norm: 2.4765 2021-07-10 02:19:40,122 - mmaction - INFO - Epoch [111][1680/1879] lr: 6.096e-02, eta: 2 days, 19:46:31, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6645, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.4972 2021-07-10 02:19:57,189 - mmaction - INFO - Epoch [111][1700/1879] lr: 6.096e-02, eta: 2 days, 19:46:12, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6672, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.4687 2021-07-10 02:20:14,338 - mmaction - INFO - Epoch [111][1720/1879] lr: 6.096e-02, eta: 2 days, 19:45:53, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6773, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.4856 2021-07-10 02:20:31,377 - mmaction - INFO - Epoch [111][1740/1879] lr: 6.096e-02, eta: 2 days, 19:45:34, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6660, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.5651 2021-07-10 02:20:48,420 - mmaction - INFO - Epoch [111][1760/1879] lr: 6.096e-02, eta: 2 days, 19:45:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6660, loss_cls: 2.5507, loss: 2.5507, grad_norm: 2.5016 2021-07-10 02:21:05,588 - mmaction - INFO - Epoch [111][1780/1879] lr: 6.096e-02, eta: 2 days, 19:44:56, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6723, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.4723 2021-07-10 02:21:22,624 - mmaction - INFO - Epoch [111][1800/1879] lr: 6.096e-02, eta: 2 days, 19:44:37, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6676, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.5340 2021-07-10 02:21:39,671 - mmaction - INFO - Epoch [111][1820/1879] lr: 6.096e-02, eta: 2 days, 19:44:18, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6715, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.5038 2021-07-10 02:21:56,665 - mmaction - INFO - Epoch [111][1840/1879] lr: 6.096e-02, eta: 2 days, 19:43:59, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6793, loss_cls: 2.5052, loss: 2.5052, grad_norm: 2.4497 2021-07-10 02:22:13,631 - mmaction - INFO - Epoch [111][1860/1879] lr: 6.096e-02, eta: 2 days, 19:43:40, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6582, loss_cls: 2.6252, loss: 2.6252, grad_norm: 2.5209 2021-07-10 02:22:32,969 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 02:22:32,973 - mmaction - INFO - 106 BN found 2021-07-10 02:26:58,722 - mmaction - INFO - BN stats updated 2021-07-10 02:29:24,117 - mmaction - INFO - Epoch [112][20/1879] lr: 6.036e-02, eta: 2 days, 19:45:26, time: 7.167, data_time: 6.211, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6883, loss_cls: 2.4711, loss: 2.4711, grad_norm: 2.4989 2021-07-10 02:29:40,575 - mmaction - INFO - Epoch [112][40/1879] lr: 6.036e-02, eta: 2 days, 19:45:06, time: 0.822, data_time: 0.008, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6887, loss_cls: 2.5081, loss: 2.5081, grad_norm: 2.5829 2021-07-10 02:29:57,024 - mmaction - INFO - Epoch [112][60/1879] lr: 6.036e-02, eta: 2 days, 19:44:47, time: 0.822, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6879, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.5228 2021-07-10 02:30:13,723 - mmaction - INFO - Epoch [112][80/1879] lr: 6.036e-02, eta: 2 days, 19:44:27, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6871, loss_cls: 2.4662, loss: 2.4662, grad_norm: 2.4858 2021-07-10 02:30:30,313 - mmaction - INFO - Epoch [112][100/1879] lr: 6.036e-02, eta: 2 days, 19:44:08, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6637, loss_cls: 2.5722, loss: 2.5722, grad_norm: 2.5527 2021-07-10 02:30:47,175 - mmaction - INFO - Epoch [112][120/1879] lr: 6.036e-02, eta: 2 days, 19:43:48, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6656, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.6033 2021-07-10 02:31:03,822 - mmaction - INFO - Epoch [112][140/1879] lr: 6.036e-02, eta: 2 days, 19:43:29, time: 0.831, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6848, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.5147 2021-07-10 02:31:20,707 - mmaction - INFO - Epoch [112][160/1879] lr: 6.036e-02, eta: 2 days, 19:43:09, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6742, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.4557 2021-07-10 02:31:37,430 - mmaction - INFO - Epoch [112][180/1879] lr: 6.036e-02, eta: 2 days, 19:42:50, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6797, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.5447 2021-07-10 02:31:54,322 - mmaction - INFO - Epoch [112][200/1879] lr: 6.036e-02, eta: 2 days, 19:42:31, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6871, loss_cls: 2.5125, loss: 2.5125, grad_norm: 2.5495 2021-07-10 02:32:11,235 - mmaction - INFO - Epoch [112][220/1879] lr: 6.036e-02, eta: 2 days, 19:42:12, time: 0.848, data_time: 0.009, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6805, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.5470 2021-07-10 02:32:28,307 - mmaction - INFO - Epoch [112][240/1879] lr: 6.036e-02, eta: 2 days, 19:41:53, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6801, loss_cls: 2.5394, loss: 2.5394, grad_norm: 2.5506 2021-07-10 02:32:45,194 - mmaction - INFO - Epoch [112][260/1879] lr: 6.036e-02, eta: 2 days, 19:41:33, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6930, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.4626 2021-07-10 02:33:02,094 - mmaction - INFO - Epoch [112][280/1879] lr: 6.036e-02, eta: 2 days, 19:41:14, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6840, loss_cls: 2.4974, loss: 2.4974, grad_norm: 2.5216 2021-07-10 02:33:19,150 - mmaction - INFO - Epoch [112][300/1879] lr: 6.036e-02, eta: 2 days, 19:40:55, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6719, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.5664 2021-07-10 02:33:36,422 - mmaction - INFO - Epoch [112][320/1879] lr: 6.036e-02, eta: 2 days, 19:40:36, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6855, loss_cls: 2.4876, loss: 2.4876, grad_norm: 2.5040 2021-07-10 02:33:53,593 - mmaction - INFO - Epoch [112][340/1879] lr: 6.036e-02, eta: 2 days, 19:40:18, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6797, loss_cls: 2.5535, loss: 2.5535, grad_norm: 2.5560 2021-07-10 02:34:10,620 - mmaction - INFO - Epoch [112][360/1879] lr: 6.036e-02, eta: 2 days, 19:39:59, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6887, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.4404 2021-07-10 02:34:27,690 - mmaction - INFO - Epoch [112][380/1879] lr: 6.036e-02, eta: 2 days, 19:39:40, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6820, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.4666 2021-07-10 02:34:44,809 - mmaction - INFO - Epoch [112][400/1879] lr: 6.036e-02, eta: 2 days, 19:39:21, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6930, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.4936 2021-07-10 02:35:01,767 - mmaction - INFO - Epoch [112][420/1879] lr: 6.036e-02, eta: 2 days, 19:39:01, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6672, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.6253 2021-07-10 02:35:18,667 - mmaction - INFO - Epoch [112][440/1879] lr: 6.036e-02, eta: 2 days, 19:38:42, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6793, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.5458 2021-07-10 02:35:35,698 - mmaction - INFO - Epoch [112][460/1879] lr: 6.036e-02, eta: 2 days, 19:38:23, time: 0.851, data_time: 0.007, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6766, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.4826 2021-07-10 02:35:52,620 - mmaction - INFO - Epoch [112][480/1879] lr: 6.036e-02, eta: 2 days, 19:38:04, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5467, loss: 2.5467, grad_norm: 2.5585 2021-07-10 02:36:09,704 - mmaction - INFO - Epoch [112][500/1879] lr: 6.036e-02, eta: 2 days, 19:37:45, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6824, loss_cls: 2.5071, loss: 2.5071, grad_norm: 2.4779 2021-07-10 02:36:26,862 - mmaction - INFO - Epoch [112][520/1879] lr: 6.036e-02, eta: 2 days, 19:37:26, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.5203 2021-07-10 02:36:44,044 - mmaction - INFO - Epoch [112][540/1879] lr: 6.036e-02, eta: 2 days, 19:37:07, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6852, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.5143 2021-07-10 02:37:00,890 - mmaction - INFO - Epoch [112][560/1879] lr: 6.036e-02, eta: 2 days, 19:36:48, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.5509 2021-07-10 02:37:18,064 - mmaction - INFO - Epoch [112][580/1879] lr: 6.036e-02, eta: 2 days, 19:36:29, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6793, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.5494 2021-07-10 02:37:35,013 - mmaction - INFO - Epoch [112][600/1879] lr: 6.036e-02, eta: 2 days, 19:36:10, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6855, loss_cls: 2.5201, loss: 2.5201, grad_norm: 2.4957 2021-07-10 02:37:52,030 - mmaction - INFO - Epoch [112][620/1879] lr: 6.036e-02, eta: 2 days, 19:35:51, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6672, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.4802 2021-07-10 02:38:09,054 - mmaction - INFO - Epoch [112][640/1879] lr: 6.036e-02, eta: 2 days, 19:35:32, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6648, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.5405 2021-07-10 02:38:25,959 - mmaction - INFO - Epoch [112][660/1879] lr: 6.036e-02, eta: 2 days, 19:35:13, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6730, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.4895 2021-07-10 02:38:43,067 - mmaction - INFO - Epoch [112][680/1879] lr: 6.036e-02, eta: 2 days, 19:34:54, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6656, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.5402 2021-07-10 02:39:00,057 - mmaction - INFO - Epoch [112][700/1879] lr: 6.036e-02, eta: 2 days, 19:34:35, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6750, loss_cls: 2.5522, loss: 2.5522, grad_norm: 2.5265 2021-07-10 02:39:17,076 - mmaction - INFO - Epoch [112][720/1879] lr: 6.036e-02, eta: 2 days, 19:34:16, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6746, loss_cls: 2.5671, loss: 2.5671, grad_norm: 2.4969 2021-07-10 02:39:33,971 - mmaction - INFO - Epoch [112][740/1879] lr: 6.036e-02, eta: 2 days, 19:33:56, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.5043 2021-07-10 02:39:50,962 - mmaction - INFO - Epoch [112][760/1879] lr: 6.036e-02, eta: 2 days, 19:33:37, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6777, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.4887 2021-07-10 02:40:08,001 - mmaction - INFO - Epoch [112][780/1879] lr: 6.036e-02, eta: 2 days, 19:33:18, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.5114 2021-07-10 02:40:25,101 - mmaction - INFO - Epoch [112][800/1879] lr: 6.036e-02, eta: 2 days, 19:32:59, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6891, loss_cls: 2.4854, loss: 2.4854, grad_norm: 2.4769 2021-07-10 02:40:42,123 - mmaction - INFO - Epoch [112][820/1879] lr: 6.036e-02, eta: 2 days, 19:32:40, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6918, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.5195 2021-07-10 02:40:59,115 - mmaction - INFO - Epoch [112][840/1879] lr: 6.036e-02, eta: 2 days, 19:32:21, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6664, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.5818 2021-07-10 02:41:16,258 - mmaction - INFO - Epoch [112][860/1879] lr: 6.036e-02, eta: 2 days, 19:32:02, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6719, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.5256 2021-07-10 02:41:33,350 - mmaction - INFO - Epoch [112][880/1879] lr: 6.036e-02, eta: 2 days, 19:31:43, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6840, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.4861 2021-07-10 02:41:50,437 - mmaction - INFO - Epoch [112][900/1879] lr: 6.036e-02, eta: 2 days, 19:31:24, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6867, loss_cls: 2.5124, loss: 2.5124, grad_norm: 2.5025 2021-07-10 02:42:07,540 - mmaction - INFO - Epoch [112][920/1879] lr: 6.036e-02, eta: 2 days, 19:31:05, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6707, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.5340 2021-07-10 02:42:24,460 - mmaction - INFO - Epoch [112][940/1879] lr: 6.036e-02, eta: 2 days, 19:30:46, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6754, loss_cls: 2.5605, loss: 2.5605, grad_norm: 2.5306 2021-07-10 02:42:41,652 - mmaction - INFO - Epoch [112][960/1879] lr: 6.036e-02, eta: 2 days, 19:30:27, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6684, loss_cls: 2.5855, loss: 2.5855, grad_norm: 2.5427 2021-07-10 02:42:58,766 - mmaction - INFO - Epoch [112][980/1879] lr: 6.036e-02, eta: 2 days, 19:30:09, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.5056, loss: 2.5056, grad_norm: 2.5348 2021-07-10 02:43:15,929 - mmaction - INFO - Epoch [112][1000/1879] lr: 6.036e-02, eta: 2 days, 19:29:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.5809, loss: 2.5809, grad_norm: 2.4774 2021-07-10 02:43:32,911 - mmaction - INFO - Epoch [112][1020/1879] lr: 6.036e-02, eta: 2 days, 19:29:31, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6754, loss_cls: 2.5348, loss: 2.5348, grad_norm: 2.4803 2021-07-10 02:43:49,930 - mmaction - INFO - Epoch [112][1040/1879] lr: 6.036e-02, eta: 2 days, 19:29:12, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6715, loss_cls: 2.5813, loss: 2.5813, grad_norm: 2.4949 2021-07-10 02:44:07,218 - mmaction - INFO - Epoch [112][1060/1879] lr: 6.036e-02, eta: 2 days, 19:28:53, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6727, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.4657 2021-07-10 02:44:24,256 - mmaction - INFO - Epoch [112][1080/1879] lr: 6.036e-02, eta: 2 days, 19:28:34, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6855, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.4754 2021-07-10 02:44:41,455 - mmaction - INFO - Epoch [112][1100/1879] lr: 6.036e-02, eta: 2 days, 19:28:15, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6863, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.5275 2021-07-10 02:44:58,561 - mmaction - INFO - Epoch [112][1120/1879] lr: 6.036e-02, eta: 2 days, 19:27:56, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6910, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.5111 2021-07-10 02:45:15,729 - mmaction - INFO - Epoch [112][1140/1879] lr: 6.036e-02, eta: 2 days, 19:27:37, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6660, loss_cls: 2.5796, loss: 2.5796, grad_norm: 2.5457 2021-07-10 02:45:32,769 - mmaction - INFO - Epoch [112][1160/1879] lr: 6.036e-02, eta: 2 days, 19:27:18, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6711, loss_cls: 2.5754, loss: 2.5754, grad_norm: 2.4954 2021-07-10 02:45:49,956 - mmaction - INFO - Epoch [112][1180/1879] lr: 6.036e-02, eta: 2 days, 19:26:59, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6684, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.5224 2021-07-10 02:46:07,025 - mmaction - INFO - Epoch [112][1200/1879] lr: 6.036e-02, eta: 2 days, 19:26:40, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6926, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.5057 2021-07-10 02:46:24,271 - mmaction - INFO - Epoch [112][1220/1879] lr: 6.036e-02, eta: 2 days, 19:26:22, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6594, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.5743 2021-07-10 02:46:41,366 - mmaction - INFO - Epoch [112][1240/1879] lr: 6.036e-02, eta: 2 days, 19:26:03, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6680, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.5288 2021-07-10 02:46:58,521 - mmaction - INFO - Epoch [112][1260/1879] lr: 6.036e-02, eta: 2 days, 19:25:44, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6590, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.5077 2021-07-10 02:47:15,544 - mmaction - INFO - Epoch [112][1280/1879] lr: 6.036e-02, eta: 2 days, 19:25:25, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6637, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.4469 2021-07-10 02:47:32,639 - mmaction - INFO - Epoch [112][1300/1879] lr: 6.036e-02, eta: 2 days, 19:25:06, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6754, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.4722 2021-07-10 02:47:49,702 - mmaction - INFO - Epoch [112][1320/1879] lr: 6.036e-02, eta: 2 days, 19:24:47, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6789, loss_cls: 2.5196, loss: 2.5196, grad_norm: 2.4516 2021-07-10 02:48:06,883 - mmaction - INFO - Epoch [112][1340/1879] lr: 6.036e-02, eta: 2 days, 19:24:28, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6734, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.4933 2021-07-10 02:48:23,925 - mmaction - INFO - Epoch [112][1360/1879] lr: 6.036e-02, eta: 2 days, 19:24:09, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6898, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.4811 2021-07-10 02:48:40,912 - mmaction - INFO - Epoch [112][1380/1879] lr: 6.036e-02, eta: 2 days, 19:23:50, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6719, loss_cls: 2.5421, loss: 2.5421, grad_norm: 2.5181 2021-07-10 02:48:58,069 - mmaction - INFO - Epoch [112][1400/1879] lr: 6.036e-02, eta: 2 days, 19:23:31, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.5336 2021-07-10 02:49:15,039 - mmaction - INFO - Epoch [112][1420/1879] lr: 6.036e-02, eta: 2 days, 19:23:12, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6781, loss_cls: 2.5597, loss: 2.5597, grad_norm: 2.4820 2021-07-10 02:49:32,207 - mmaction - INFO - Epoch [112][1440/1879] lr: 6.036e-02, eta: 2 days, 19:22:53, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6691, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.4857 2021-07-10 02:49:49,313 - mmaction - INFO - Epoch [112][1460/1879] lr: 6.036e-02, eta: 2 days, 19:22:34, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6879, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.4767 2021-07-10 02:50:06,383 - mmaction - INFO - Epoch [112][1480/1879] lr: 6.036e-02, eta: 2 days, 19:22:15, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5397, loss: 2.5397, grad_norm: 2.5344 2021-07-10 02:50:23,524 - mmaction - INFO - Epoch [112][1500/1879] lr: 6.036e-02, eta: 2 days, 19:21:56, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6887, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.4931 2021-07-10 02:50:40,709 - mmaction - INFO - Epoch [112][1520/1879] lr: 6.036e-02, eta: 2 days, 19:21:38, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6699, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.5112 2021-07-10 02:50:57,941 - mmaction - INFO - Epoch [112][1540/1879] lr: 6.036e-02, eta: 2 days, 19:21:19, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6891, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.4607 2021-07-10 02:51:15,318 - mmaction - INFO - Epoch [112][1560/1879] lr: 6.036e-02, eta: 2 days, 19:21:00, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6777, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.4960 2021-07-10 02:51:32,450 - mmaction - INFO - Epoch [112][1580/1879] lr: 6.036e-02, eta: 2 days, 19:20:41, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6832, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.5408 2021-07-10 02:51:49,577 - mmaction - INFO - Epoch [112][1600/1879] lr: 6.036e-02, eta: 2 days, 19:20:22, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6684, loss_cls: 2.5475, loss: 2.5475, grad_norm: 2.4267 2021-07-10 02:52:06,685 - mmaction - INFO - Epoch [112][1620/1879] lr: 6.036e-02, eta: 2 days, 19:20:04, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6758, loss_cls: 2.4877, loss: 2.4877, grad_norm: 2.5002 2021-07-10 02:52:23,779 - mmaction - INFO - Epoch [112][1640/1879] lr: 6.036e-02, eta: 2 days, 19:19:45, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6723, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.5212 2021-07-10 02:52:40,901 - mmaction - INFO - Epoch [112][1660/1879] lr: 6.036e-02, eta: 2 days, 19:19:26, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6539, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.5093 2021-07-10 02:52:58,126 - mmaction - INFO - Epoch [112][1680/1879] lr: 6.036e-02, eta: 2 days, 19:19:07, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6629, loss_cls: 2.5720, loss: 2.5720, grad_norm: 2.4882 2021-07-10 02:53:15,292 - mmaction - INFO - Epoch [112][1700/1879] lr: 6.036e-02, eta: 2 days, 19:18:48, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6723, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.5588 2021-07-10 02:53:32,510 - mmaction - INFO - Epoch [112][1720/1879] lr: 6.036e-02, eta: 2 days, 19:18:29, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6676, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.5024 2021-07-10 02:53:49,450 - mmaction - INFO - Epoch [112][1740/1879] lr: 6.036e-02, eta: 2 days, 19:18:10, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6809, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.5242 2021-07-10 02:54:06,556 - mmaction - INFO - Epoch [112][1760/1879] lr: 6.036e-02, eta: 2 days, 19:17:51, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6793, loss_cls: 2.4615, loss: 2.4615, grad_norm: 2.4718 2021-07-10 02:54:23,538 - mmaction - INFO - Epoch [112][1780/1879] lr: 6.036e-02, eta: 2 days, 19:17:32, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6574, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.4943 2021-07-10 02:54:40,639 - mmaction - INFO - Epoch [112][1800/1879] lr: 6.036e-02, eta: 2 days, 19:17:13, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6828, loss_cls: 2.5020, loss: 2.5020, grad_norm: 2.4739 2021-07-10 02:54:57,755 - mmaction - INFO - Epoch [112][1820/1879] lr: 6.036e-02, eta: 2 days, 19:16:54, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6664, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.5340 2021-07-10 02:55:14,900 - mmaction - INFO - Epoch [112][1840/1879] lr: 6.036e-02, eta: 2 days, 19:16:35, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6848, loss_cls: 2.5020, loss: 2.5020, grad_norm: 2.4576 2021-07-10 02:55:31,913 - mmaction - INFO - Epoch [112][1860/1879] lr: 6.036e-02, eta: 2 days, 19:16:16, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6766, loss_cls: 2.5827, loss: 2.5827, grad_norm: 2.4849 2021-07-10 02:55:54,647 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 02:55:54,650 - mmaction - INFO - 106 BN found 2021-07-10 03:00:20,613 - mmaction - INFO - BN stats updated 2021-07-10 03:00:22,641 - mmaction - INFO - Saving checkpoint at 112 epochs 2021-07-10 03:02:40,061 - mmaction - INFO - Epoch [113][20/1879] lr: 5.975e-02, eta: 2 days, 19:17:39, time: 6.313, data_time: 5.453, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6832, loss_cls: 2.4832, loss: 2.4832, grad_norm: 2.4531 2021-07-10 03:02:56,661 - mmaction - INFO - Epoch [113][40/1879] lr: 5.975e-02, eta: 2 days, 19:17:19, time: 0.832, data_time: 0.006, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6746, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.4557 2021-07-10 03:03:13,275 - mmaction - INFO - Epoch [113][60/1879] lr: 5.975e-02, eta: 2 days, 19:17:00, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4500, loss: 2.4500, grad_norm: 2.4576 2021-07-10 03:03:29,909 - mmaction - INFO - Epoch [113][80/1879] lr: 5.975e-02, eta: 2 days, 19:16:40, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6973, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.5977 2021-07-10 03:03:46,640 - mmaction - INFO - Epoch [113][100/1879] lr: 5.975e-02, eta: 2 days, 19:16:21, time: 0.839, data_time: 0.008, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6699, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.5314 2021-07-10 03:04:03,355 - mmaction - INFO - Epoch [113][120/1879] lr: 5.975e-02, eta: 2 days, 19:16:01, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6848, loss_cls: 2.4648, loss: 2.4648, grad_norm: 2.4792 2021-07-10 03:04:20,178 - mmaction - INFO - Epoch [113][140/1879] lr: 5.975e-02, eta: 2 days, 19:15:42, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6742, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.4866 2021-07-10 03:04:36,925 - mmaction - INFO - Epoch [113][160/1879] lr: 5.975e-02, eta: 2 days, 19:15:23, time: 0.841, data_time: 0.006, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6844, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.5019 2021-07-10 03:04:53,855 - mmaction - INFO - Epoch [113][180/1879] lr: 5.975e-02, eta: 2 days, 19:15:04, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6930, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.5275 2021-07-10 03:05:10,685 - mmaction - INFO - Epoch [113][200/1879] lr: 5.975e-02, eta: 2 days, 19:14:44, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6832, loss_cls: 2.4629, loss: 2.4629, grad_norm: 2.4949 2021-07-10 03:05:27,696 - mmaction - INFO - Epoch [113][220/1879] lr: 5.975e-02, eta: 2 days, 19:14:25, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6836, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.5507 2021-07-10 03:05:44,646 - mmaction - INFO - Epoch [113][240/1879] lr: 5.975e-02, eta: 2 days, 19:14:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6855, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.4872 2021-07-10 03:06:01,697 - mmaction - INFO - Epoch [113][260/1879] lr: 5.975e-02, eta: 2 days, 19:13:47, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6906, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.5163 2021-07-10 03:06:18,724 - mmaction - INFO - Epoch [113][280/1879] lr: 5.975e-02, eta: 2 days, 19:13:28, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6902, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.4477 2021-07-10 03:06:35,869 - mmaction - INFO - Epoch [113][300/1879] lr: 5.975e-02, eta: 2 days, 19:13:09, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6801, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.4630 2021-07-10 03:06:53,039 - mmaction - INFO - Epoch [113][320/1879] lr: 5.975e-02, eta: 2 days, 19:12:50, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6820, loss_cls: 2.5648, loss: 2.5648, grad_norm: 2.5040 2021-07-10 03:07:10,219 - mmaction - INFO - Epoch [113][340/1879] lr: 5.975e-02, eta: 2 days, 19:12:31, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6746, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.4661 2021-07-10 03:07:27,250 - mmaction - INFO - Epoch [113][360/1879] lr: 5.975e-02, eta: 2 days, 19:12:12, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6871, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.5301 2021-07-10 03:07:44,360 - mmaction - INFO - Epoch [113][380/1879] lr: 5.975e-02, eta: 2 days, 19:11:53, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6848, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.5528 2021-07-10 03:08:01,545 - mmaction - INFO - Epoch [113][400/1879] lr: 5.975e-02, eta: 2 days, 19:11:35, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6742, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.5133 2021-07-10 03:08:18,656 - mmaction - INFO - Epoch [113][420/1879] lr: 5.975e-02, eta: 2 days, 19:11:16, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6789, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.4921 2021-07-10 03:08:35,812 - mmaction - INFO - Epoch [113][440/1879] lr: 5.975e-02, eta: 2 days, 19:10:57, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6762, loss_cls: 2.5834, loss: 2.5834, grad_norm: 2.4964 2021-07-10 03:08:52,932 - mmaction - INFO - Epoch [113][460/1879] lr: 5.975e-02, eta: 2 days, 19:10:38, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6656, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.5227 2021-07-10 03:09:10,012 - mmaction - INFO - Epoch [113][480/1879] lr: 5.975e-02, eta: 2 days, 19:10:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6816, loss_cls: 2.5247, loss: 2.5247, grad_norm: 2.5014 2021-07-10 03:09:26,948 - mmaction - INFO - Epoch [113][500/1879] lr: 5.975e-02, eta: 2 days, 19:10:00, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6770, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.5099 2021-07-10 03:09:43,937 - mmaction - INFO - Epoch [113][520/1879] lr: 5.975e-02, eta: 2 days, 19:09:41, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.5059 2021-07-10 03:10:01,129 - mmaction - INFO - Epoch [113][540/1879] lr: 5.975e-02, eta: 2 days, 19:09:22, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6707, loss_cls: 2.5570, loss: 2.5570, grad_norm: 2.5443 2021-07-10 03:10:18,161 - mmaction - INFO - Epoch [113][560/1879] lr: 5.975e-02, eta: 2 days, 19:09:03, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6664, loss_cls: 2.5592, loss: 2.5592, grad_norm: 2.5712 2021-07-10 03:10:35,338 - mmaction - INFO - Epoch [113][580/1879] lr: 5.975e-02, eta: 2 days, 19:08:44, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.4967 2021-07-10 03:10:52,340 - mmaction - INFO - Epoch [113][600/1879] lr: 5.975e-02, eta: 2 days, 19:08:25, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6777, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.5406 2021-07-10 03:11:09,406 - mmaction - INFO - Epoch [113][620/1879] lr: 5.975e-02, eta: 2 days, 19:08:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.4601 2021-07-10 03:11:26,556 - mmaction - INFO - Epoch [113][640/1879] lr: 5.975e-02, eta: 2 days, 19:07:47, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6738, loss_cls: 2.5237, loss: 2.5237, grad_norm: 2.5182 2021-07-10 03:11:43,716 - mmaction - INFO - Epoch [113][660/1879] lr: 5.975e-02, eta: 2 days, 19:07:28, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6719, loss_cls: 2.5718, loss: 2.5718, grad_norm: 2.5036 2021-07-10 03:12:00,733 - mmaction - INFO - Epoch [113][680/1879] lr: 5.975e-02, eta: 2 days, 19:07:09, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6781, loss_cls: 2.5216, loss: 2.5216, grad_norm: 2.4797 2021-07-10 03:12:17,693 - mmaction - INFO - Epoch [113][700/1879] lr: 5.975e-02, eta: 2 days, 19:06:50, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6855, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.5549 2021-07-10 03:12:34,894 - mmaction - INFO - Epoch [113][720/1879] lr: 5.975e-02, eta: 2 days, 19:06:31, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6621, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.5278 2021-07-10 03:12:52,134 - mmaction - INFO - Epoch [113][740/1879] lr: 5.975e-02, eta: 2 days, 19:06:13, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6879, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.5462 2021-07-10 03:13:09,249 - mmaction - INFO - Epoch [113][760/1879] lr: 5.975e-02, eta: 2 days, 19:05:54, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6617, loss_cls: 2.5599, loss: 2.5599, grad_norm: 2.5555 2021-07-10 03:13:26,540 - mmaction - INFO - Epoch [113][780/1879] lr: 5.975e-02, eta: 2 days, 19:05:35, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6723, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.4778 2021-07-10 03:13:43,624 - mmaction - INFO - Epoch [113][800/1879] lr: 5.975e-02, eta: 2 days, 19:05:16, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6719, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.5080 2021-07-10 03:14:00,734 - mmaction - INFO - Epoch [113][820/1879] lr: 5.975e-02, eta: 2 days, 19:04:57, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6902, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.5270 2021-07-10 03:14:17,860 - mmaction - INFO - Epoch [113][840/1879] lr: 5.975e-02, eta: 2 days, 19:04:38, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6586, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.5279 2021-07-10 03:14:34,993 - mmaction - INFO - Epoch [113][860/1879] lr: 5.975e-02, eta: 2 days, 19:04:19, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6746, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.4755 2021-07-10 03:14:52,192 - mmaction - INFO - Epoch [113][880/1879] lr: 5.975e-02, eta: 2 days, 19:04:01, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6852, loss_cls: 2.4839, loss: 2.4839, grad_norm: 2.5200 2021-07-10 03:15:09,366 - mmaction - INFO - Epoch [113][900/1879] lr: 5.975e-02, eta: 2 days, 19:03:42, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6723, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.5803 2021-07-10 03:15:26,365 - mmaction - INFO - Epoch [113][920/1879] lr: 5.975e-02, eta: 2 days, 19:03:23, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6820, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.5301 2021-07-10 03:15:43,541 - mmaction - INFO - Epoch [113][940/1879] lr: 5.975e-02, eta: 2 days, 19:03:04, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6660, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.4842 2021-07-10 03:16:00,668 - mmaction - INFO - Epoch [113][960/1879] lr: 5.975e-02, eta: 2 days, 19:02:45, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6676, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.4939 2021-07-10 03:16:17,743 - mmaction - INFO - Epoch [113][980/1879] lr: 5.975e-02, eta: 2 days, 19:02:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6715, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.5572 2021-07-10 03:16:34,774 - mmaction - INFO - Epoch [113][1000/1879] lr: 5.975e-02, eta: 2 days, 19:02:07, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6977, loss_cls: 2.4717, loss: 2.4717, grad_norm: 2.4958 2021-07-10 03:16:51,708 - mmaction - INFO - Epoch [113][1020/1879] lr: 5.975e-02, eta: 2 days, 19:01:48, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6684, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.4876 2021-07-10 03:17:08,788 - mmaction - INFO - Epoch [113][1040/1879] lr: 5.975e-02, eta: 2 days, 19:01:29, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6730, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.5035 2021-07-10 03:17:25,933 - mmaction - INFO - Epoch [113][1060/1879] lr: 5.975e-02, eta: 2 days, 19:01:10, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6836, loss_cls: 2.5185, loss: 2.5185, grad_norm: 2.5073 2021-07-10 03:17:42,979 - mmaction - INFO - Epoch [113][1080/1879] lr: 5.975e-02, eta: 2 days, 19:00:51, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.4870, loss: 2.4870, grad_norm: 2.5546 2021-07-10 03:18:00,024 - mmaction - INFO - Epoch [113][1100/1879] lr: 5.975e-02, eta: 2 days, 19:00:32, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6867, loss_cls: 2.5348, loss: 2.5348, grad_norm: 2.6051 2021-07-10 03:18:17,247 - mmaction - INFO - Epoch [113][1120/1879] lr: 5.975e-02, eta: 2 days, 19:00:13, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6863, loss_cls: 2.5027, loss: 2.5027, grad_norm: 2.4849 2021-07-10 03:18:34,088 - mmaction - INFO - Epoch [113][1140/1879] lr: 5.975e-02, eta: 2 days, 18:59:54, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6926, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.4799 2021-07-10 03:18:51,227 - mmaction - INFO - Epoch [113][1160/1879] lr: 5.975e-02, eta: 2 days, 18:59:35, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.5796 2021-07-10 03:19:08,172 - mmaction - INFO - Epoch [113][1180/1879] lr: 5.975e-02, eta: 2 days, 18:59:16, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6836, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.6065 2021-07-10 03:19:25,369 - mmaction - INFO - Epoch [113][1200/1879] lr: 5.975e-02, eta: 2 days, 18:58:57, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5361, loss: 2.5361, grad_norm: 2.5479 2021-07-10 03:19:42,321 - mmaction - INFO - Epoch [113][1220/1879] lr: 5.975e-02, eta: 2 days, 18:58:38, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6469, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.5632 2021-07-10 03:19:59,409 - mmaction - INFO - Epoch [113][1240/1879] lr: 5.975e-02, eta: 2 days, 18:58:19, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6777, loss_cls: 2.5344, loss: 2.5344, grad_norm: 2.4622 2021-07-10 03:20:16,574 - mmaction - INFO - Epoch [113][1260/1879] lr: 5.975e-02, eta: 2 days, 18:58:00, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6750, loss_cls: 2.5699, loss: 2.5699, grad_norm: 2.4687 2021-07-10 03:20:33,774 - mmaction - INFO - Epoch [113][1280/1879] lr: 5.975e-02, eta: 2 days, 18:57:41, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6766, loss_cls: 2.5687, loss: 2.5687, grad_norm: 2.5275 2021-07-10 03:20:51,028 - mmaction - INFO - Epoch [113][1300/1879] lr: 5.975e-02, eta: 2 days, 18:57:23, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6801, loss_cls: 2.5087, loss: 2.5087, grad_norm: 2.5121 2021-07-10 03:21:08,133 - mmaction - INFO - Epoch [113][1320/1879] lr: 5.975e-02, eta: 2 days, 18:57:04, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6730, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.5207 2021-07-10 03:21:25,128 - mmaction - INFO - Epoch [113][1340/1879] lr: 5.975e-02, eta: 2 days, 18:56:45, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6719, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.5406 2021-07-10 03:21:42,128 - mmaction - INFO - Epoch [113][1360/1879] lr: 5.975e-02, eta: 2 days, 18:56:26, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6652, loss_cls: 2.5436, loss: 2.5436, grad_norm: 2.4793 2021-07-10 03:21:59,423 - mmaction - INFO - Epoch [113][1380/1879] lr: 5.975e-02, eta: 2 days, 18:56:07, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6684, loss_cls: 2.5310, loss: 2.5310, grad_norm: 2.4791 2021-07-10 03:22:16,459 - mmaction - INFO - Epoch [113][1400/1879] lr: 5.975e-02, eta: 2 days, 18:55:48, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6691, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.5920 2021-07-10 03:22:33,577 - mmaction - INFO - Epoch [113][1420/1879] lr: 5.975e-02, eta: 2 days, 18:55:29, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.5289 2021-07-10 03:22:50,796 - mmaction - INFO - Epoch [113][1440/1879] lr: 5.975e-02, eta: 2 days, 18:55:10, time: 0.858, data_time: 0.009, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6734, loss_cls: 2.5570, loss: 2.5570, grad_norm: 2.5172 2021-07-10 03:23:07,781 - mmaction - INFO - Epoch [113][1460/1879] lr: 5.975e-02, eta: 2 days, 18:54:51, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.4953, loss: 2.4953, grad_norm: 2.5410 2021-07-10 03:23:24,894 - mmaction - INFO - Epoch [113][1480/1879] lr: 5.975e-02, eta: 2 days, 18:54:32, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6477, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.5444 2021-07-10 03:23:42,119 - mmaction - INFO - Epoch [113][1500/1879] lr: 5.975e-02, eta: 2 days, 18:54:14, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6742, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.4707 2021-07-10 03:23:59,201 - mmaction - INFO - Epoch [113][1520/1879] lr: 5.975e-02, eta: 2 days, 18:53:55, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6676, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.5221 2021-07-10 03:24:16,282 - mmaction - INFO - Epoch [113][1540/1879] lr: 5.975e-02, eta: 2 days, 18:53:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6770, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.5336 2021-07-10 03:24:33,330 - mmaction - INFO - Epoch [113][1560/1879] lr: 5.975e-02, eta: 2 days, 18:53:17, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6727, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.5310 2021-07-10 03:24:50,478 - mmaction - INFO - Epoch [113][1580/1879] lr: 5.975e-02, eta: 2 days, 18:52:58, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6750, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.5324 2021-07-10 03:25:07,536 - mmaction - INFO - Epoch [113][1600/1879] lr: 5.975e-02, eta: 2 days, 18:52:39, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6523, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.5392 2021-07-10 03:25:24,642 - mmaction - INFO - Epoch [113][1620/1879] lr: 5.975e-02, eta: 2 days, 18:52:20, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6645, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.5176 2021-07-10 03:25:41,560 - mmaction - INFO - Epoch [113][1640/1879] lr: 5.975e-02, eta: 2 days, 18:52:01, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6566, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.5699 2021-07-10 03:25:58,674 - mmaction - INFO - Epoch [113][1660/1879] lr: 5.975e-02, eta: 2 days, 18:51:42, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6703, loss_cls: 2.5569, loss: 2.5569, grad_norm: 2.5303 2021-07-10 03:26:15,690 - mmaction - INFO - Epoch [113][1680/1879] lr: 5.975e-02, eta: 2 days, 18:51:23, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6477, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.5142 2021-07-10 03:26:32,672 - mmaction - INFO - Epoch [113][1700/1879] lr: 5.975e-02, eta: 2 days, 18:51:04, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6781, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.5112 2021-07-10 03:26:49,788 - mmaction - INFO - Epoch [113][1720/1879] lr: 5.975e-02, eta: 2 days, 18:50:45, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6980, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.5002 2021-07-10 03:27:06,833 - mmaction - INFO - Epoch [113][1740/1879] lr: 5.975e-02, eta: 2 days, 18:50:26, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6711, loss_cls: 2.5513, loss: 2.5513, grad_norm: 2.5658 2021-07-10 03:27:23,812 - mmaction - INFO - Epoch [113][1760/1879] lr: 5.975e-02, eta: 2 days, 18:50:07, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6762, loss_cls: 2.4974, loss: 2.4974, grad_norm: 2.5112 2021-07-10 03:27:40,874 - mmaction - INFO - Epoch [113][1780/1879] lr: 5.975e-02, eta: 2 days, 18:49:48, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6828, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.5163 2021-07-10 03:27:57,727 - mmaction - INFO - Epoch [113][1800/1879] lr: 5.975e-02, eta: 2 days, 18:49:29, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6746, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.5040 2021-07-10 03:28:14,784 - mmaction - INFO - Epoch [113][1820/1879] lr: 5.975e-02, eta: 2 days, 18:49:10, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6715, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.5647 2021-07-10 03:28:31,837 - mmaction - INFO - Epoch [113][1840/1879] lr: 5.975e-02, eta: 2 days, 18:48:51, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6730, loss_cls: 2.5634, loss: 2.5634, grad_norm: 2.5629 2021-07-10 03:28:48,669 - mmaction - INFO - Epoch [113][1860/1879] lr: 5.975e-02, eta: 2 days, 18:48:31, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6578, loss_cls: 2.5823, loss: 2.5823, grad_norm: 2.5101 2021-07-10 03:29:15,775 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 03:29:15,784 - mmaction - INFO - 106 BN found 2021-07-10 03:33:42,450 - mmaction - INFO - BN stats updated 2021-07-10 03:36:02,104 - mmaction - INFO - Epoch [114][20/1879] lr: 5.915e-02, eta: 2 days, 18:50:06, time: 6.869, data_time: 5.894, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6891, loss_cls: 2.5067, loss: 2.5067, grad_norm: 2.5498 2021-07-10 03:36:18,560 - mmaction - INFO - Epoch [114][40/1879] lr: 5.915e-02, eta: 2 days, 18:49:46, time: 0.822, data_time: 0.007, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6664, loss_cls: 2.5694, loss: 2.5694, grad_norm: 2.4418 2021-07-10 03:36:35,102 - mmaction - INFO - Epoch [114][60/1879] lr: 5.915e-02, eta: 2 days, 18:49:27, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.4756 2021-07-10 03:36:51,703 - mmaction - INFO - Epoch [114][80/1879] lr: 5.915e-02, eta: 2 days, 18:49:07, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6801, loss_cls: 2.5098, loss: 2.5098, grad_norm: 2.5282 2021-07-10 03:37:08,326 - mmaction - INFO - Epoch [114][100/1879] lr: 5.915e-02, eta: 2 days, 18:48:48, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6906, loss_cls: 2.4524, loss: 2.4524, grad_norm: 2.5193 2021-07-10 03:37:25,187 - mmaction - INFO - Epoch [114][120/1879] lr: 5.915e-02, eta: 2 days, 18:48:28, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7020, loss_cls: 2.4384, loss: 2.4384, grad_norm: 2.5686 2021-07-10 03:37:41,751 - mmaction - INFO - Epoch [114][140/1879] lr: 5.915e-02, eta: 2 days, 18:48:09, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6687, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.6235 2021-07-10 03:37:58,694 - mmaction - INFO - Epoch [114][160/1879] lr: 5.915e-02, eta: 2 days, 18:47:50, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.5073, loss: 2.5073, grad_norm: 2.5587 2021-07-10 03:38:15,617 - mmaction - INFO - Epoch [114][180/1879] lr: 5.915e-02, eta: 2 days, 18:47:31, time: 0.849, data_time: 0.009, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6785, loss_cls: 2.4953, loss: 2.4953, grad_norm: 2.4882 2021-07-10 03:38:32,562 - mmaction - INFO - Epoch [114][200/1879] lr: 5.915e-02, eta: 2 days, 18:47:11, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6816, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.5016 2021-07-10 03:38:49,588 - mmaction - INFO - Epoch [114][220/1879] lr: 5.915e-02, eta: 2 days, 18:46:52, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6707, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.5501 2021-07-10 03:39:06,674 - mmaction - INFO - Epoch [114][240/1879] lr: 5.915e-02, eta: 2 days, 18:46:33, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6785, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.5131 2021-07-10 03:39:23,720 - mmaction - INFO - Epoch [114][260/1879] lr: 5.915e-02, eta: 2 days, 18:46:15, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.4568 2021-07-10 03:39:40,787 - mmaction - INFO - Epoch [114][280/1879] lr: 5.915e-02, eta: 2 days, 18:45:55, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6719, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.5262 2021-07-10 03:39:57,778 - mmaction - INFO - Epoch [114][300/1879] lr: 5.915e-02, eta: 2 days, 18:45:36, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6820, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.5245 2021-07-10 03:40:15,093 - mmaction - INFO - Epoch [114][320/1879] lr: 5.915e-02, eta: 2 days, 18:45:18, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6855, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.5551 2021-07-10 03:40:32,125 - mmaction - INFO - Epoch [114][340/1879] lr: 5.915e-02, eta: 2 days, 18:44:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6871, loss_cls: 2.4717, loss: 2.4717, grad_norm: 2.5448 2021-07-10 03:40:49,180 - mmaction - INFO - Epoch [114][360/1879] lr: 5.915e-02, eta: 2 days, 18:44:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6687, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.5279 2021-07-10 03:41:06,061 - mmaction - INFO - Epoch [114][380/1879] lr: 5.915e-02, eta: 2 days, 18:44:21, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6730, loss_cls: 2.5206, loss: 2.5206, grad_norm: 2.4901 2021-07-10 03:41:23,129 - mmaction - INFO - Epoch [114][400/1879] lr: 5.915e-02, eta: 2 days, 18:44:02, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6785, loss_cls: 2.5381, loss: 2.5381, grad_norm: 2.5969 2021-07-10 03:41:40,307 - mmaction - INFO - Epoch [114][420/1879] lr: 5.915e-02, eta: 2 days, 18:43:43, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.5240, loss: 2.5240, grad_norm: 2.5599 2021-07-10 03:41:57,519 - mmaction - INFO - Epoch [114][440/1879] lr: 5.915e-02, eta: 2 days, 18:43:24, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6711, loss_cls: 2.5870, loss: 2.5870, grad_norm: 2.5459 2021-07-10 03:42:14,562 - mmaction - INFO - Epoch [114][460/1879] lr: 5.915e-02, eta: 2 days, 18:43:05, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.6165, loss: 2.6165, grad_norm: 2.5339 2021-07-10 03:42:31,642 - mmaction - INFO - Epoch [114][480/1879] lr: 5.915e-02, eta: 2 days, 18:42:46, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6707, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.5603 2021-07-10 03:42:48,854 - mmaction - INFO - Epoch [114][500/1879] lr: 5.915e-02, eta: 2 days, 18:42:27, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6777, loss_cls: 2.4855, loss: 2.4855, grad_norm: 2.5635 2021-07-10 03:43:05,959 - mmaction - INFO - Epoch [114][520/1879] lr: 5.915e-02, eta: 2 days, 18:42:08, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6637, loss_cls: 2.5265, loss: 2.5265, grad_norm: 2.5226 2021-07-10 03:43:22,876 - mmaction - INFO - Epoch [114][540/1879] lr: 5.915e-02, eta: 2 days, 18:41:49, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.4813 2021-07-10 03:43:40,164 - mmaction - INFO - Epoch [114][560/1879] lr: 5.915e-02, eta: 2 days, 18:41:31, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6852, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.5075 2021-07-10 03:43:57,415 - mmaction - INFO - Epoch [114][580/1879] lr: 5.915e-02, eta: 2 days, 18:41:12, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5387, loss: 2.5387, grad_norm: 2.5852 2021-07-10 03:44:14,518 - mmaction - INFO - Epoch [114][600/1879] lr: 5.915e-02, eta: 2 days, 18:40:53, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6766, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.5345 2021-07-10 03:44:31,579 - mmaction - INFO - Epoch [114][620/1879] lr: 5.915e-02, eta: 2 days, 18:40:34, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6805, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.4874 2021-07-10 03:44:48,497 - mmaction - INFO - Epoch [114][640/1879] lr: 5.915e-02, eta: 2 days, 18:40:15, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6781, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.5502 2021-07-10 03:45:05,671 - mmaction - INFO - Epoch [114][660/1879] lr: 5.915e-02, eta: 2 days, 18:39:56, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6840, loss_cls: 2.5159, loss: 2.5159, grad_norm: 2.5479 2021-07-10 03:45:22,588 - mmaction - INFO - Epoch [114][680/1879] lr: 5.915e-02, eta: 2 days, 18:39:37, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6738, loss_cls: 2.5720, loss: 2.5720, grad_norm: 2.5134 2021-07-10 03:45:39,672 - mmaction - INFO - Epoch [114][700/1879] lr: 5.915e-02, eta: 2 days, 18:39:18, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6770, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.4772 2021-07-10 03:45:56,729 - mmaction - INFO - Epoch [114][720/1879] lr: 5.915e-02, eta: 2 days, 18:38:59, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6645, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.5276 2021-07-10 03:46:13,728 - mmaction - INFO - Epoch [114][740/1879] lr: 5.915e-02, eta: 2 days, 18:38:40, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6785, loss_cls: 2.5295, loss: 2.5295, grad_norm: 2.5158 2021-07-10 03:46:30,970 - mmaction - INFO - Epoch [114][760/1879] lr: 5.915e-02, eta: 2 days, 18:38:21, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6668, loss_cls: 2.4898, loss: 2.4898, grad_norm: 2.5577 2021-07-10 03:46:47,952 - mmaction - INFO - Epoch [114][780/1879] lr: 5.915e-02, eta: 2 days, 18:38:02, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6703, loss_cls: 2.5975, loss: 2.5975, grad_norm: 2.5445 2021-07-10 03:47:04,908 - mmaction - INFO - Epoch [114][800/1879] lr: 5.915e-02, eta: 2 days, 18:37:43, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5421, loss: 2.5421, grad_norm: 2.4967 2021-07-10 03:47:21,914 - mmaction - INFO - Epoch [114][820/1879] lr: 5.915e-02, eta: 2 days, 18:37:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6715, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.5837 2021-07-10 03:47:38,910 - mmaction - INFO - Epoch [114][840/1879] lr: 5.915e-02, eta: 2 days, 18:37:05, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6879, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.5549 2021-07-10 03:47:55,977 - mmaction - INFO - Epoch [114][860/1879] lr: 5.915e-02, eta: 2 days, 18:36:46, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5189, loss: 2.5189, grad_norm: 2.5275 2021-07-10 03:48:12,782 - mmaction - INFO - Epoch [114][880/1879] lr: 5.915e-02, eta: 2 days, 18:36:26, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6711, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.4629 2021-07-10 03:48:30,076 - mmaction - INFO - Epoch [114][900/1879] lr: 5.915e-02, eta: 2 days, 18:36:08, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6750, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.5128 2021-07-10 03:48:47,131 - mmaction - INFO - Epoch [114][920/1879] lr: 5.915e-02, eta: 2 days, 18:35:49, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6918, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.5556 2021-07-10 03:49:04,139 - mmaction - INFO - Epoch [114][940/1879] lr: 5.915e-02, eta: 2 days, 18:35:30, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6566, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.6174 2021-07-10 03:49:21,121 - mmaction - INFO - Epoch [114][960/1879] lr: 5.915e-02, eta: 2 days, 18:35:11, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6926, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.5504 2021-07-10 03:49:38,414 - mmaction - INFO - Epoch [114][980/1879] lr: 5.915e-02, eta: 2 days, 18:34:52, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6684, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.5163 2021-07-10 03:49:55,437 - mmaction - INFO - Epoch [114][1000/1879] lr: 5.915e-02, eta: 2 days, 18:34:33, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5241, loss: 2.5241, grad_norm: 2.5102 2021-07-10 03:50:12,610 - mmaction - INFO - Epoch [114][1020/1879] lr: 5.915e-02, eta: 2 days, 18:34:14, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6559, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.5412 2021-07-10 03:50:29,605 - mmaction - INFO - Epoch [114][1040/1879] lr: 5.915e-02, eta: 2 days, 18:33:55, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6625, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.5348 2021-07-10 03:50:46,758 - mmaction - INFO - Epoch [114][1060/1879] lr: 5.915e-02, eta: 2 days, 18:33:36, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6641, loss_cls: 2.6019, loss: 2.6019, grad_norm: 2.5456 2021-07-10 03:51:03,885 - mmaction - INFO - Epoch [114][1080/1879] lr: 5.915e-02, eta: 2 days, 18:33:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6770, loss_cls: 2.5305, loss: 2.5305, grad_norm: 2.5248 2021-07-10 03:51:20,888 - mmaction - INFO - Epoch [114][1100/1879] lr: 5.915e-02, eta: 2 days, 18:32:58, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6723, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.5181 2021-07-10 03:51:37,887 - mmaction - INFO - Epoch [114][1120/1879] lr: 5.915e-02, eta: 2 days, 18:32:39, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6723, loss_cls: 2.5906, loss: 2.5906, grad_norm: 2.4685 2021-07-10 03:51:55,057 - mmaction - INFO - Epoch [114][1140/1879] lr: 5.915e-02, eta: 2 days, 18:32:21, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6840, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.5181 2021-07-10 03:52:12,182 - mmaction - INFO - Epoch [114][1160/1879] lr: 5.915e-02, eta: 2 days, 18:32:02, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6781, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.5537 2021-07-10 03:52:29,332 - mmaction - INFO - Epoch [114][1180/1879] lr: 5.915e-02, eta: 2 days, 18:31:43, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6836, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.5302 2021-07-10 03:52:46,343 - mmaction - INFO - Epoch [114][1200/1879] lr: 5.915e-02, eta: 2 days, 18:31:24, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6730, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.5503 2021-07-10 03:53:03,347 - mmaction - INFO - Epoch [114][1220/1879] lr: 5.915e-02, eta: 2 days, 18:31:05, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6926, loss_cls: 2.4752, loss: 2.4752, grad_norm: 2.5006 2021-07-10 03:53:20,426 - mmaction - INFO - Epoch [114][1240/1879] lr: 5.915e-02, eta: 2 days, 18:30:46, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.5074 2021-07-10 03:53:37,453 - mmaction - INFO - Epoch [114][1260/1879] lr: 5.915e-02, eta: 2 days, 18:30:27, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6789, loss_cls: 2.5076, loss: 2.5076, grad_norm: 2.5577 2021-07-10 03:53:54,611 - mmaction - INFO - Epoch [114][1280/1879] lr: 5.915e-02, eta: 2 days, 18:30:08, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6824, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.5731 2021-07-10 03:54:11,662 - mmaction - INFO - Epoch [114][1300/1879] lr: 5.915e-02, eta: 2 days, 18:29:49, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6895, loss_cls: 2.4941, loss: 2.4941, grad_norm: 2.5826 2021-07-10 03:54:28,813 - mmaction - INFO - Epoch [114][1320/1879] lr: 5.915e-02, eta: 2 days, 18:29:30, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6809, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.5203 2021-07-10 03:54:45,740 - mmaction - INFO - Epoch [114][1340/1879] lr: 5.915e-02, eta: 2 days, 18:29:11, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.4875, loss: 2.4875, grad_norm: 2.5416 2021-07-10 03:55:02,833 - mmaction - INFO - Epoch [114][1360/1879] lr: 5.915e-02, eta: 2 days, 18:28:52, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6785, loss_cls: 2.5182, loss: 2.5182, grad_norm: 2.5593 2021-07-10 03:55:19,703 - mmaction - INFO - Epoch [114][1380/1879] lr: 5.915e-02, eta: 2 days, 18:28:33, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6648, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.5551 2021-07-10 03:55:36,843 - mmaction - INFO - Epoch [114][1400/1879] lr: 5.915e-02, eta: 2 days, 18:28:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6836, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.4815 2021-07-10 03:55:53,887 - mmaction - INFO - Epoch [114][1420/1879] lr: 5.915e-02, eta: 2 days, 18:27:55, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6691, loss_cls: 2.5951, loss: 2.5951, grad_norm: 2.5904 2021-07-10 03:56:11,146 - mmaction - INFO - Epoch [114][1440/1879] lr: 5.915e-02, eta: 2 days, 18:27:36, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6816, loss_cls: 2.5434, loss: 2.5434, grad_norm: 2.5767 2021-07-10 03:56:28,153 - mmaction - INFO - Epoch [114][1460/1879] lr: 5.915e-02, eta: 2 days, 18:27:17, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6902, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.4790 2021-07-10 03:56:45,340 - mmaction - INFO - Epoch [114][1480/1879] lr: 5.915e-02, eta: 2 days, 18:26:58, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6730, loss_cls: 2.5399, loss: 2.5399, grad_norm: 2.5571 2021-07-10 03:57:02,539 - mmaction - INFO - Epoch [114][1500/1879] lr: 5.915e-02, eta: 2 days, 18:26:40, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6723, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.5169 2021-07-10 03:57:19,594 - mmaction - INFO - Epoch [114][1520/1879] lr: 5.915e-02, eta: 2 days, 18:26:21, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6820, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.5332 2021-07-10 03:57:36,563 - mmaction - INFO - Epoch [114][1540/1879] lr: 5.915e-02, eta: 2 days, 18:26:02, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5889, loss: 2.5889, grad_norm: 2.5465 2021-07-10 03:57:53,803 - mmaction - INFO - Epoch [114][1560/1879] lr: 5.915e-02, eta: 2 days, 18:25:43, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6652, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.5889 2021-07-10 03:58:10,918 - mmaction - INFO - Epoch [114][1580/1879] lr: 5.915e-02, eta: 2 days, 18:25:24, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6352, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.5625 2021-07-10 03:58:28,041 - mmaction - INFO - Epoch [114][1600/1879] lr: 5.915e-02, eta: 2 days, 18:25:05, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6676, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.4583 2021-07-10 03:58:45,111 - mmaction - INFO - Epoch [114][1620/1879] lr: 5.915e-02, eta: 2 days, 18:24:46, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6848, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.5450 2021-07-10 03:59:02,180 - mmaction - INFO - Epoch [114][1640/1879] lr: 5.915e-02, eta: 2 days, 18:24:27, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6617, loss_cls: 2.5781, loss: 2.5781, grad_norm: 2.5235 2021-07-10 03:59:19,300 - mmaction - INFO - Epoch [114][1660/1879] lr: 5.915e-02, eta: 2 days, 18:24:08, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6832, loss_cls: 2.5006, loss: 2.5006, grad_norm: 2.5211 2021-07-10 03:59:36,395 - mmaction - INFO - Epoch [114][1680/1879] lr: 5.915e-02, eta: 2 days, 18:23:49, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6703, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.4949 2021-07-10 03:59:53,467 - mmaction - INFO - Epoch [114][1700/1879] lr: 5.915e-02, eta: 2 days, 18:23:31, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6711, loss_cls: 2.5701, loss: 2.5701, grad_norm: 2.5435 2021-07-10 04:00:10,381 - mmaction - INFO - Epoch [114][1720/1879] lr: 5.915e-02, eta: 2 days, 18:23:11, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6723, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.4901 2021-07-10 04:00:27,336 - mmaction - INFO - Epoch [114][1740/1879] lr: 5.915e-02, eta: 2 days, 18:22:52, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6824, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5179 2021-07-10 04:00:44,476 - mmaction - INFO - Epoch [114][1760/1879] lr: 5.915e-02, eta: 2 days, 18:22:33, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6738, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.5196 2021-07-10 04:01:01,451 - mmaction - INFO - Epoch [114][1780/1879] lr: 5.915e-02, eta: 2 days, 18:22:14, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.5396 2021-07-10 04:01:18,321 - mmaction - INFO - Epoch [114][1800/1879] lr: 5.915e-02, eta: 2 days, 18:21:55, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6723, loss_cls: 2.5650, loss: 2.5650, grad_norm: 2.6093 2021-07-10 04:01:35,348 - mmaction - INFO - Epoch [114][1820/1879] lr: 5.915e-02, eta: 2 days, 18:21:36, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6867, loss_cls: 2.5191, loss: 2.5191, grad_norm: 2.5075 2021-07-10 04:01:52,294 - mmaction - INFO - Epoch [114][1840/1879] lr: 5.915e-02, eta: 2 days, 18:21:17, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6723, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.5122 2021-07-10 04:02:09,400 - mmaction - INFO - Epoch [114][1860/1879] lr: 5.915e-02, eta: 2 days, 18:20:58, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6801, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.4783 2021-07-10 04:02:28,666 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 04:02:28,670 - mmaction - INFO - 106 BN found 2021-07-10 04:06:58,961 - mmaction - INFO - BN stats updated 2021-07-10 04:08:15,651 - mmaction - INFO - Epoch [115][20/1879] lr: 5.855e-02, eta: 2 days, 18:21:13, time: 3.731, data_time: 2.687, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6723, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.6202 2021-07-10 04:08:32,319 - mmaction - INFO - Epoch [115][40/1879] lr: 5.855e-02, eta: 2 days, 18:20:53, time: 0.833, data_time: 0.008, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6770, loss_cls: 2.5200, loss: 2.5200, grad_norm: 2.5126 2021-07-10 04:08:48,873 - mmaction - INFO - Epoch [115][60/1879] lr: 5.855e-02, eta: 2 days, 18:20:34, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.5332 2021-07-10 04:09:05,472 - mmaction - INFO - Epoch [115][80/1879] lr: 5.855e-02, eta: 2 days, 18:20:14, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6797, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.4884 2021-07-10 04:09:22,161 - mmaction - INFO - Epoch [115][100/1879] lr: 5.855e-02, eta: 2 days, 18:19:55, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6816, loss_cls: 2.4968, loss: 2.4968, grad_norm: 2.5442 2021-07-10 04:09:38,891 - mmaction - INFO - Epoch [115][120/1879] lr: 5.855e-02, eta: 2 days, 18:19:35, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6984, loss_cls: 2.4620, loss: 2.4620, grad_norm: 2.5140 2021-07-10 04:09:55,594 - mmaction - INFO - Epoch [115][140/1879] lr: 5.855e-02, eta: 2 days, 18:19:16, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.5347, loss: 2.5347, grad_norm: 2.5949 2021-07-10 04:10:12,380 - mmaction - INFO - Epoch [115][160/1879] lr: 5.855e-02, eta: 2 days, 18:18:57, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6750, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.5479 2021-07-10 04:10:29,323 - mmaction - INFO - Epoch [115][180/1879] lr: 5.855e-02, eta: 2 days, 18:18:38, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6941, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.5144 2021-07-10 04:10:46,275 - mmaction - INFO - Epoch [115][200/1879] lr: 5.855e-02, eta: 2 days, 18:18:18, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6902, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.6297 2021-07-10 04:11:03,275 - mmaction - INFO - Epoch [115][220/1879] lr: 5.855e-02, eta: 2 days, 18:17:59, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6926, loss_cls: 2.4715, loss: 2.4715, grad_norm: 2.5895 2021-07-10 04:11:20,128 - mmaction - INFO - Epoch [115][240/1879] lr: 5.855e-02, eta: 2 days, 18:17:40, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6785, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.5282 2021-07-10 04:11:37,064 - mmaction - INFO - Epoch [115][260/1879] lr: 5.855e-02, eta: 2 days, 18:17:21, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6641, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.6177 2021-07-10 04:11:53,969 - mmaction - INFO - Epoch [115][280/1879] lr: 5.855e-02, eta: 2 days, 18:17:02, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6793, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.5713 2021-07-10 04:12:10,982 - mmaction - INFO - Epoch [115][300/1879] lr: 5.855e-02, eta: 2 days, 18:16:43, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6687, loss_cls: 2.5510, loss: 2.5510, grad_norm: 2.4527 2021-07-10 04:12:28,073 - mmaction - INFO - Epoch [115][320/1879] lr: 5.855e-02, eta: 2 days, 18:16:24, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7133, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.4705 2021-07-10 04:12:45,131 - mmaction - INFO - Epoch [115][340/1879] lr: 5.855e-02, eta: 2 days, 18:16:05, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.5676 2021-07-10 04:13:02,166 - mmaction - INFO - Epoch [115][360/1879] lr: 5.855e-02, eta: 2 days, 18:15:46, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6715, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.5750 2021-07-10 04:13:19,229 - mmaction - INFO - Epoch [115][380/1879] lr: 5.855e-02, eta: 2 days, 18:15:27, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6750, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.5279 2021-07-10 04:13:36,416 - mmaction - INFO - Epoch [115][400/1879] lr: 5.855e-02, eta: 2 days, 18:15:08, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6707, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.5227 2021-07-10 04:13:53,418 - mmaction - INFO - Epoch [115][420/1879] lr: 5.855e-02, eta: 2 days, 18:14:49, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6680, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.5968 2021-07-10 04:14:10,389 - mmaction - INFO - Epoch [115][440/1879] lr: 5.855e-02, eta: 2 days, 18:14:30, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6730, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.5160 2021-07-10 04:14:27,470 - mmaction - INFO - Epoch [115][460/1879] lr: 5.855e-02, eta: 2 days, 18:14:11, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6937, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.4972 2021-07-10 04:14:44,507 - mmaction - INFO - Epoch [115][480/1879] lr: 5.855e-02, eta: 2 days, 18:13:52, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6781, loss_cls: 2.5489, loss: 2.5489, grad_norm: 2.5376 2021-07-10 04:15:01,771 - mmaction - INFO - Epoch [115][500/1879] lr: 5.855e-02, eta: 2 days, 18:13:34, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6707, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.5297 2021-07-10 04:15:18,867 - mmaction - INFO - Epoch [115][520/1879] lr: 5.855e-02, eta: 2 days, 18:13:15, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6754, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.5217 2021-07-10 04:15:35,730 - mmaction - INFO - Epoch [115][540/1879] lr: 5.855e-02, eta: 2 days, 18:12:56, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6723, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.5180 2021-07-10 04:15:52,790 - mmaction - INFO - Epoch [115][560/1879] lr: 5.855e-02, eta: 2 days, 18:12:37, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6809, loss_cls: 2.4941, loss: 2.4941, grad_norm: 2.5366 2021-07-10 04:16:09,639 - mmaction - INFO - Epoch [115][580/1879] lr: 5.855e-02, eta: 2 days, 18:12:17, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6855, loss_cls: 2.4350, loss: 2.4350, grad_norm: 2.4458 2021-07-10 04:16:26,856 - mmaction - INFO - Epoch [115][600/1879] lr: 5.855e-02, eta: 2 days, 18:11:59, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6801, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.5264 2021-07-10 04:16:43,918 - mmaction - INFO - Epoch [115][620/1879] lr: 5.855e-02, eta: 2 days, 18:11:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.4922, loss: 2.4922, grad_norm: 2.5005 2021-07-10 04:17:00,965 - mmaction - INFO - Epoch [115][640/1879] lr: 5.855e-02, eta: 2 days, 18:11:21, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6879, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.5580 2021-07-10 04:17:18,033 - mmaction - INFO - Epoch [115][660/1879] lr: 5.855e-02, eta: 2 days, 18:11:02, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.5551 2021-07-10 04:17:35,048 - mmaction - INFO - Epoch [115][680/1879] lr: 5.855e-02, eta: 2 days, 18:10:43, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6922, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.5087 2021-07-10 04:17:52,082 - mmaction - INFO - Epoch [115][700/1879] lr: 5.855e-02, eta: 2 days, 18:10:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6805, loss_cls: 2.5424, loss: 2.5424, grad_norm: 2.5811 2021-07-10 04:18:09,039 - mmaction - INFO - Epoch [115][720/1879] lr: 5.855e-02, eta: 2 days, 18:10:05, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6727, loss_cls: 2.5533, loss: 2.5533, grad_norm: 2.5264 2021-07-10 04:18:26,239 - mmaction - INFO - Epoch [115][740/1879] lr: 5.855e-02, eta: 2 days, 18:09:46, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6664, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.5375 2021-07-10 04:18:43,302 - mmaction - INFO - Epoch [115][760/1879] lr: 5.855e-02, eta: 2 days, 18:09:27, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.5096 2021-07-10 04:19:00,406 - mmaction - INFO - Epoch [115][780/1879] lr: 5.855e-02, eta: 2 days, 18:09:08, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6754, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.5974 2021-07-10 04:19:17,424 - mmaction - INFO - Epoch [115][800/1879] lr: 5.855e-02, eta: 2 days, 18:08:49, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.5442 2021-07-10 04:19:34,540 - mmaction - INFO - Epoch [115][820/1879] lr: 5.855e-02, eta: 2 days, 18:08:30, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6750, loss_cls: 2.5370, loss: 2.5370, grad_norm: 2.5517 2021-07-10 04:19:51,520 - mmaction - INFO - Epoch [115][840/1879] lr: 5.855e-02, eta: 2 days, 18:08:11, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6785, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.5507 2021-07-10 04:20:08,545 - mmaction - INFO - Epoch [115][860/1879] lr: 5.855e-02, eta: 2 days, 18:07:52, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6977, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.5560 2021-07-10 04:20:25,589 - mmaction - INFO - Epoch [115][880/1879] lr: 5.855e-02, eta: 2 days, 18:07:33, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6738, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.5853 2021-07-10 04:20:42,540 - mmaction - INFO - Epoch [115][900/1879] lr: 5.855e-02, eta: 2 days, 18:07:14, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.5606 2021-07-10 04:20:59,595 - mmaction - INFO - Epoch [115][920/1879] lr: 5.855e-02, eta: 2 days, 18:06:55, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6871, loss_cls: 2.5203, loss: 2.5203, grad_norm: 2.4666 2021-07-10 04:21:16,753 - mmaction - INFO - Epoch [115][940/1879] lr: 5.855e-02, eta: 2 days, 18:06:36, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6594, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.5480 2021-07-10 04:21:33,790 - mmaction - INFO - Epoch [115][960/1879] lr: 5.855e-02, eta: 2 days, 18:06:17, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6910, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.5603 2021-07-10 04:21:50,874 - mmaction - INFO - Epoch [115][980/1879] lr: 5.855e-02, eta: 2 days, 18:05:58, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6777, loss_cls: 2.4987, loss: 2.4987, grad_norm: 2.5514 2021-07-10 04:22:07,825 - mmaction - INFO - Epoch [115][1000/1879] lr: 5.855e-02, eta: 2 days, 18:05:39, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5644, loss: 2.5644, grad_norm: 2.5643 2021-07-10 04:22:25,021 - mmaction - INFO - Epoch [115][1020/1879] lr: 5.855e-02, eta: 2 days, 18:05:21, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6754, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.5171 2021-07-10 04:22:42,041 - mmaction - INFO - Epoch [115][1040/1879] lr: 5.855e-02, eta: 2 days, 18:05:02, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6809, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.6201 2021-07-10 04:22:58,854 - mmaction - INFO - Epoch [115][1060/1879] lr: 5.855e-02, eta: 2 days, 18:04:42, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6848, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.5900 2021-07-10 04:23:16,043 - mmaction - INFO - Epoch [115][1080/1879] lr: 5.855e-02, eta: 2 days, 18:04:24, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6746, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.5358 2021-07-10 04:23:33,052 - mmaction - INFO - Epoch [115][1100/1879] lr: 5.855e-02, eta: 2 days, 18:04:05, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5650, loss: 2.5650, grad_norm: 2.5738 2021-07-10 04:23:50,151 - mmaction - INFO - Epoch [115][1120/1879] lr: 5.855e-02, eta: 2 days, 18:03:46, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.5227 2021-07-10 04:24:07,276 - mmaction - INFO - Epoch [115][1140/1879] lr: 5.855e-02, eta: 2 days, 18:03:27, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6727, loss_cls: 2.5534, loss: 2.5534, grad_norm: 2.5299 2021-07-10 04:24:24,259 - mmaction - INFO - Epoch [115][1160/1879] lr: 5.855e-02, eta: 2 days, 18:03:08, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6895, loss_cls: 2.4729, loss: 2.4729, grad_norm: 2.5385 2021-07-10 04:24:41,238 - mmaction - INFO - Epoch [115][1180/1879] lr: 5.855e-02, eta: 2 days, 18:02:49, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6750, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.5490 2021-07-10 04:24:58,232 - mmaction - INFO - Epoch [115][1200/1879] lr: 5.855e-02, eta: 2 days, 18:02:30, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6813, loss_cls: 2.5231, loss: 2.5231, grad_norm: 2.5798 2021-07-10 04:25:15,455 - mmaction - INFO - Epoch [115][1220/1879] lr: 5.855e-02, eta: 2 days, 18:02:11, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.4941 2021-07-10 04:25:32,493 - mmaction - INFO - Epoch [115][1240/1879] lr: 5.855e-02, eta: 2 days, 18:01:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6645, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.5241 2021-07-10 04:25:49,571 - mmaction - INFO - Epoch [115][1260/1879] lr: 5.855e-02, eta: 2 days, 18:01:33, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6848, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.4817 2021-07-10 04:26:06,523 - mmaction - INFO - Epoch [115][1280/1879] lr: 5.855e-02, eta: 2 days, 18:01:14, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6773, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.5369 2021-07-10 04:26:23,682 - mmaction - INFO - Epoch [115][1300/1879] lr: 5.855e-02, eta: 2 days, 18:00:55, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.5388 2021-07-10 04:26:40,971 - mmaction - INFO - Epoch [115][1320/1879] lr: 5.855e-02, eta: 2 days, 18:00:37, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6852, loss_cls: 2.4845, loss: 2.4845, grad_norm: 2.4990 2021-07-10 04:26:58,279 - mmaction - INFO - Epoch [115][1340/1879] lr: 5.855e-02, eta: 2 days, 18:00:18, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6730, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.5381 2021-07-10 04:27:15,357 - mmaction - INFO - Epoch [115][1360/1879] lr: 5.855e-02, eta: 2 days, 17:59:59, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.4912 2021-07-10 04:27:32,561 - mmaction - INFO - Epoch [115][1380/1879] lr: 5.855e-02, eta: 2 days, 17:59:40, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.4916, loss: 2.4916, grad_norm: 2.5452 2021-07-10 04:27:49,563 - mmaction - INFO - Epoch [115][1400/1879] lr: 5.855e-02, eta: 2 days, 17:59:21, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6852, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.5295 2021-07-10 04:28:06,780 - mmaction - INFO - Epoch [115][1420/1879] lr: 5.855e-02, eta: 2 days, 17:59:03, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6945, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.4973 2021-07-10 04:28:23,917 - mmaction - INFO - Epoch [115][1440/1879] lr: 5.855e-02, eta: 2 days, 17:58:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6680, loss_cls: 2.5344, loss: 2.5344, grad_norm: 2.5281 2021-07-10 04:28:41,060 - mmaction - INFO - Epoch [115][1460/1879] lr: 5.855e-02, eta: 2 days, 17:58:25, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.5264, loss: 2.5264, grad_norm: 2.5337 2021-07-10 04:28:58,162 - mmaction - INFO - Epoch [115][1480/1879] lr: 5.855e-02, eta: 2 days, 17:58:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6602, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.5389 2021-07-10 04:29:15,228 - mmaction - INFO - Epoch [115][1500/1879] lr: 5.855e-02, eta: 2 days, 17:57:47, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6840, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.5080 2021-07-10 04:29:32,428 - mmaction - INFO - Epoch [115][1520/1879] lr: 5.855e-02, eta: 2 days, 17:57:28, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6727, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.4866 2021-07-10 04:29:49,519 - mmaction - INFO - Epoch [115][1540/1879] lr: 5.855e-02, eta: 2 days, 17:57:09, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6805, loss_cls: 2.5433, loss: 2.5433, grad_norm: 2.5561 2021-07-10 04:30:06,529 - mmaction - INFO - Epoch [115][1560/1879] lr: 5.855e-02, eta: 2 days, 17:56:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6910, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.4913 2021-07-10 04:30:23,693 - mmaction - INFO - Epoch [115][1580/1879] lr: 5.855e-02, eta: 2 days, 17:56:32, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6734, loss_cls: 2.5434, loss: 2.5434, grad_norm: 2.5107 2021-07-10 04:30:40,846 - mmaction - INFO - Epoch [115][1600/1879] lr: 5.855e-02, eta: 2 days, 17:56:13, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4784, loss: 2.4784, grad_norm: 2.4952 2021-07-10 04:30:57,895 - mmaction - INFO - Epoch [115][1620/1879] lr: 5.855e-02, eta: 2 days, 17:55:54, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6680, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.5479 2021-07-10 04:31:14,916 - mmaction - INFO - Epoch [115][1640/1879] lr: 5.855e-02, eta: 2 days, 17:55:35, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6727, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.5295 2021-07-10 04:31:31,924 - mmaction - INFO - Epoch [115][1660/1879] lr: 5.855e-02, eta: 2 days, 17:55:16, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5534, loss: 2.5534, grad_norm: 2.5416 2021-07-10 04:31:49,058 - mmaction - INFO - Epoch [115][1680/1879] lr: 5.855e-02, eta: 2 days, 17:54:57, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6859, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.5926 2021-07-10 04:32:05,951 - mmaction - INFO - Epoch [115][1700/1879] lr: 5.855e-02, eta: 2 days, 17:54:38, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6848, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.5770 2021-07-10 04:32:23,051 - mmaction - INFO - Epoch [115][1720/1879] lr: 5.855e-02, eta: 2 days, 17:54:19, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6816, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.5866 2021-07-10 04:32:40,022 - mmaction - INFO - Epoch [115][1740/1879] lr: 5.855e-02, eta: 2 days, 17:54:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6633, loss_cls: 2.5655, loss: 2.5655, grad_norm: 2.5737 2021-07-10 04:32:57,116 - mmaction - INFO - Epoch [115][1760/1879] lr: 5.855e-02, eta: 2 days, 17:53:41, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6660, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.4876 2021-07-10 04:33:14,097 - mmaction - INFO - Epoch [115][1780/1879] lr: 5.855e-02, eta: 2 days, 17:53:22, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6648, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.5068 2021-07-10 04:33:31,233 - mmaction - INFO - Epoch [115][1800/1879] lr: 5.855e-02, eta: 2 days, 17:53:03, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6754, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.5677 2021-07-10 04:33:48,205 - mmaction - INFO - Epoch [115][1820/1879] lr: 5.855e-02, eta: 2 days, 17:52:44, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6687, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.4899 2021-07-10 04:34:05,337 - mmaction - INFO - Epoch [115][1840/1879] lr: 5.855e-02, eta: 2 days, 17:52:25, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6824, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.5217 2021-07-10 04:34:22,387 - mmaction - INFO - Epoch [115][1860/1879] lr: 5.855e-02, eta: 2 days, 17:52:06, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6758, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.5027 2021-07-10 04:34:44,942 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 04:34:44,947 - mmaction - INFO - 106 BN found 2021-07-10 04:39:15,795 - mmaction - INFO - BN stats updated 2021-07-10 04:42:29,987 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 04:42:30,831 - mmaction - INFO - top1_acc 0.5164 top5_acc 0.7721 2021-07-10 04:42:30,831 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 04:42:30,895 - mmaction - INFO - mean_acc 0.5163 2021-07-10 04:42:31,911 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_115.pth. 2021-07-10 04:42:31,911 - mmaction - INFO - Best top1_acc is 0.5164 at 115 epoch. 2021-07-10 04:42:31,919 - mmaction - INFO - Epoch(val) [115][155] top1_acc: 0.5164, top5_acc: 0.7721, mean_class_accuracy: 0.5163 2021-07-10 04:43:56,030 - mmaction - INFO - Epoch [116][20/1879] lr: 5.794e-02, eta: 2 days, 17:52:32, time: 4.202, data_time: 3.307, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6781, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.5164 2021-07-10 04:44:12,682 - mmaction - INFO - Epoch [116][40/1879] lr: 5.794e-02, eta: 2 days, 17:52:12, time: 0.831, data_time: 0.010, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4893, loss: 2.4893, grad_norm: 2.5125 2021-07-10 04:44:29,184 - mmaction - INFO - Epoch [116][60/1879] lr: 5.794e-02, eta: 2 days, 17:51:53, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.5211 2021-07-10 04:44:45,814 - mmaction - INFO - Epoch [116][80/1879] lr: 5.794e-02, eta: 2 days, 17:51:33, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6816, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.4907 2021-07-10 04:45:02,477 - mmaction - INFO - Epoch [116][100/1879] lr: 5.794e-02, eta: 2 days, 17:51:14, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6988, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.5036 2021-07-10 04:45:19,154 - mmaction - INFO - Epoch [116][120/1879] lr: 5.794e-02, eta: 2 days, 17:50:54, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.7012, loss_cls: 2.4394, loss: 2.4394, grad_norm: 2.6037 2021-07-10 04:45:35,747 - mmaction - INFO - Epoch [116][140/1879] lr: 5.794e-02, eta: 2 days, 17:50:35, time: 0.826, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6879, loss_cls: 2.4985, loss: 2.4985, grad_norm: 2.5804 2021-07-10 04:45:52,336 - mmaction - INFO - Epoch [116][160/1879] lr: 5.794e-02, eta: 2 days, 17:50:15, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6801, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.5003 2021-07-10 04:46:09,330 - mmaction - INFO - Epoch [116][180/1879] lr: 5.794e-02, eta: 2 days, 17:49:56, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.5455 2021-07-10 04:46:26,170 - mmaction - INFO - Epoch [116][200/1879] lr: 5.794e-02, eta: 2 days, 17:49:37, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6961, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.4988 2021-07-10 04:46:43,129 - mmaction - INFO - Epoch [116][220/1879] lr: 5.794e-02, eta: 2 days, 17:49:18, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6988, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.4878 2021-07-10 04:47:00,126 - mmaction - INFO - Epoch [116][240/1879] lr: 5.794e-02, eta: 2 days, 17:48:59, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6840, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.6428 2021-07-10 04:47:17,236 - mmaction - INFO - Epoch [116][260/1879] lr: 5.794e-02, eta: 2 days, 17:48:40, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6605, loss_cls: 2.5838, loss: 2.5838, grad_norm: 2.5242 2021-07-10 04:47:34,315 - mmaction - INFO - Epoch [116][280/1879] lr: 5.794e-02, eta: 2 days, 17:48:21, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6836, loss_cls: 2.5618, loss: 2.5618, grad_norm: 2.5759 2021-07-10 04:47:51,435 - mmaction - INFO - Epoch [116][300/1879] lr: 5.794e-02, eta: 2 days, 17:48:02, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.5270 2021-07-10 04:48:08,472 - mmaction - INFO - Epoch [116][320/1879] lr: 5.794e-02, eta: 2 days, 17:47:44, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6844, loss_cls: 2.5207, loss: 2.5207, grad_norm: 2.5665 2021-07-10 04:48:25,587 - mmaction - INFO - Epoch [116][340/1879] lr: 5.794e-02, eta: 2 days, 17:47:25, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6699, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.6163 2021-07-10 04:48:42,391 - mmaction - INFO - Epoch [116][360/1879] lr: 5.794e-02, eta: 2 days, 17:47:05, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6707, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.5254 2021-07-10 04:48:59,391 - mmaction - INFO - Epoch [116][380/1879] lr: 5.794e-02, eta: 2 days, 17:46:46, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6969, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.5611 2021-07-10 04:49:16,341 - mmaction - INFO - Epoch [116][400/1879] lr: 5.794e-02, eta: 2 days, 17:46:27, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6590, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.5593 2021-07-10 04:49:33,340 - mmaction - INFO - Epoch [116][420/1879] lr: 5.794e-02, eta: 2 days, 17:46:08, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.5883 2021-07-10 04:49:50,277 - mmaction - INFO - Epoch [116][440/1879] lr: 5.794e-02, eta: 2 days, 17:45:49, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6742, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.5169 2021-07-10 04:50:07,187 - mmaction - INFO - Epoch [116][460/1879] lr: 5.794e-02, eta: 2 days, 17:45:30, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6906, loss_cls: 2.4820, loss: 2.4820, grad_norm: 2.5492 2021-07-10 04:50:24,276 - mmaction - INFO - Epoch [116][480/1879] lr: 5.794e-02, eta: 2 days, 17:45:11, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6723, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.5432 2021-07-10 04:50:41,429 - mmaction - INFO - Epoch [116][500/1879] lr: 5.794e-02, eta: 2 days, 17:44:52, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6840, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.5335 2021-07-10 04:50:58,387 - mmaction - INFO - Epoch [116][520/1879] lr: 5.794e-02, eta: 2 days, 17:44:33, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6930, loss_cls: 2.4845, loss: 2.4845, grad_norm: 2.5667 2021-07-10 04:51:15,447 - mmaction - INFO - Epoch [116][540/1879] lr: 5.794e-02, eta: 2 days, 17:44:14, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6785, loss_cls: 2.5162, loss: 2.5162, grad_norm: 2.5582 2021-07-10 04:51:32,384 - mmaction - INFO - Epoch [116][560/1879] lr: 5.794e-02, eta: 2 days, 17:43:55, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6902, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.5415 2021-07-10 04:51:49,474 - mmaction - INFO - Epoch [116][580/1879] lr: 5.794e-02, eta: 2 days, 17:43:36, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6871, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.5758 2021-07-10 04:52:06,549 - mmaction - INFO - Epoch [116][600/1879] lr: 5.794e-02, eta: 2 days, 17:43:18, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6809, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.5758 2021-07-10 04:52:23,592 - mmaction - INFO - Epoch [116][620/1879] lr: 5.794e-02, eta: 2 days, 17:42:59, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6836, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.5791 2021-07-10 04:52:40,739 - mmaction - INFO - Epoch [116][640/1879] lr: 5.794e-02, eta: 2 days, 17:42:40, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6738, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.5566 2021-07-10 04:52:57,785 - mmaction - INFO - Epoch [116][660/1879] lr: 5.794e-02, eta: 2 days, 17:42:21, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6816, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.5329 2021-07-10 04:53:14,881 - mmaction - INFO - Epoch [116][680/1879] lr: 5.794e-02, eta: 2 days, 17:42:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6813, loss_cls: 2.4653, loss: 2.4653, grad_norm: 2.4785 2021-07-10 04:53:31,957 - mmaction - INFO - Epoch [116][700/1879] lr: 5.794e-02, eta: 2 days, 17:41:43, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6789, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.5450 2021-07-10 04:53:48,879 - mmaction - INFO - Epoch [116][720/1879] lr: 5.794e-02, eta: 2 days, 17:41:24, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6730, loss_cls: 2.5397, loss: 2.5397, grad_norm: 2.5606 2021-07-10 04:54:05,976 - mmaction - INFO - Epoch [116][740/1879] lr: 5.794e-02, eta: 2 days, 17:41:05, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6660, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.5470 2021-07-10 04:54:23,027 - mmaction - INFO - Epoch [116][760/1879] lr: 5.794e-02, eta: 2 days, 17:40:46, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6906, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.5530 2021-07-10 04:54:39,998 - mmaction - INFO - Epoch [116][780/1879] lr: 5.794e-02, eta: 2 days, 17:40:27, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6785, loss_cls: 2.5488, loss: 2.5488, grad_norm: 2.6163 2021-07-10 04:54:56,981 - mmaction - INFO - Epoch [116][800/1879] lr: 5.794e-02, eta: 2 days, 17:40:08, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.5610 2021-07-10 04:55:14,146 - mmaction - INFO - Epoch [116][820/1879] lr: 5.794e-02, eta: 2 days, 17:39:49, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6652, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.4792 2021-07-10 04:55:31,237 - mmaction - INFO - Epoch [116][840/1879] lr: 5.794e-02, eta: 2 days, 17:39:30, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.5437 2021-07-10 04:55:48,347 - mmaction - INFO - Epoch [116][860/1879] lr: 5.794e-02, eta: 2 days, 17:39:12, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6785, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.5235 2021-07-10 04:56:05,409 - mmaction - INFO - Epoch [116][880/1879] lr: 5.794e-02, eta: 2 days, 17:38:53, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6703, loss_cls: 2.5377, loss: 2.5377, grad_norm: 2.5550 2021-07-10 04:56:22,562 - mmaction - INFO - Epoch [116][900/1879] lr: 5.794e-02, eta: 2 days, 17:38:34, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6801, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.5564 2021-07-10 04:56:39,415 - mmaction - INFO - Epoch [116][920/1879] lr: 5.794e-02, eta: 2 days, 17:38:15, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6863, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.5570 2021-07-10 04:56:56,582 - mmaction - INFO - Epoch [116][940/1879] lr: 5.794e-02, eta: 2 days, 17:37:56, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6965, loss_cls: 2.5231, loss: 2.5231, grad_norm: 2.5546 2021-07-10 04:57:13,638 - mmaction - INFO - Epoch [116][960/1879] lr: 5.794e-02, eta: 2 days, 17:37:37, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6848, loss_cls: 2.4973, loss: 2.4973, grad_norm: 2.5992 2021-07-10 04:57:30,805 - mmaction - INFO - Epoch [116][980/1879] lr: 5.794e-02, eta: 2 days, 17:37:18, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.5892 2021-07-10 04:57:47,853 - mmaction - INFO - Epoch [116][1000/1879] lr: 5.794e-02, eta: 2 days, 17:36:59, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.4916, loss: 2.4916, grad_norm: 2.6060 2021-07-10 04:58:04,753 - mmaction - INFO - Epoch [116][1020/1879] lr: 5.794e-02, eta: 2 days, 17:36:40, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6641, loss_cls: 2.5639, loss: 2.5639, grad_norm: 2.5694 2021-07-10 04:58:21,925 - mmaction - INFO - Epoch [116][1040/1879] lr: 5.794e-02, eta: 2 days, 17:36:21, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6707, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.6134 2021-07-10 04:58:38,971 - mmaction - INFO - Epoch [116][1060/1879] lr: 5.794e-02, eta: 2 days, 17:36:02, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5173, loss: 2.5173, grad_norm: 2.4955 2021-07-10 04:58:56,122 - mmaction - INFO - Epoch [116][1080/1879] lr: 5.794e-02, eta: 2 days, 17:35:44, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6816, loss_cls: 2.4850, loss: 2.4850, grad_norm: 2.5160 2021-07-10 04:59:13,031 - mmaction - INFO - Epoch [116][1100/1879] lr: 5.794e-02, eta: 2 days, 17:35:24, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6762, loss_cls: 2.5695, loss: 2.5695, grad_norm: 2.5863 2021-07-10 04:59:30,175 - mmaction - INFO - Epoch [116][1120/1879] lr: 5.794e-02, eta: 2 days, 17:35:06, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6645, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.5508 2021-07-10 04:59:47,156 - mmaction - INFO - Epoch [116][1140/1879] lr: 5.794e-02, eta: 2 days, 17:34:47, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6797, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.5321 2021-07-10 05:00:04,094 - mmaction - INFO - Epoch [116][1160/1879] lr: 5.794e-02, eta: 2 days, 17:34:28, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6934, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.5593 2021-07-10 05:00:21,244 - mmaction - INFO - Epoch [116][1180/1879] lr: 5.794e-02, eta: 2 days, 17:34:09, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6844, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.5281 2021-07-10 05:00:38,393 - mmaction - INFO - Epoch [116][1200/1879] lr: 5.794e-02, eta: 2 days, 17:33:50, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6574, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.5827 2021-07-10 05:00:55,439 - mmaction - INFO - Epoch [116][1220/1879] lr: 5.794e-02, eta: 2 days, 17:33:31, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6867, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.6645 2021-07-10 05:01:12,587 - mmaction - INFO - Epoch [116][1240/1879] lr: 5.794e-02, eta: 2 days, 17:33:12, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6758, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.6248 2021-07-10 05:01:29,586 - mmaction - INFO - Epoch [116][1260/1879] lr: 5.794e-02, eta: 2 days, 17:32:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6641, loss_cls: 2.5562, loss: 2.5562, grad_norm: 2.5528 2021-07-10 05:01:46,588 - mmaction - INFO - Epoch [116][1280/1879] lr: 5.794e-02, eta: 2 days, 17:32:34, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6836, loss_cls: 2.5050, loss: 2.5050, grad_norm: 2.5671 2021-07-10 05:02:03,569 - mmaction - INFO - Epoch [116][1300/1879] lr: 5.794e-02, eta: 2 days, 17:32:15, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.4838 2021-07-10 05:02:20,773 - mmaction - INFO - Epoch [116][1320/1879] lr: 5.794e-02, eta: 2 days, 17:31:56, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6855, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.5487 2021-07-10 05:02:37,753 - mmaction - INFO - Epoch [116][1340/1879] lr: 5.794e-02, eta: 2 days, 17:31:37, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6777, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.6018 2021-07-10 05:02:54,666 - mmaction - INFO - Epoch [116][1360/1879] lr: 5.794e-02, eta: 2 days, 17:31:18, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6754, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.5278 2021-07-10 05:03:11,603 - mmaction - INFO - Epoch [116][1380/1879] lr: 5.794e-02, eta: 2 days, 17:30:59, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6699, loss_cls: 2.5695, loss: 2.5695, grad_norm: 2.4998 2021-07-10 05:03:28,775 - mmaction - INFO - Epoch [116][1400/1879] lr: 5.794e-02, eta: 2 days, 17:30:40, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6723, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.4840 2021-07-10 05:03:45,763 - mmaction - INFO - Epoch [116][1420/1879] lr: 5.794e-02, eta: 2 days, 17:30:22, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6824, loss_cls: 2.4971, loss: 2.4971, grad_norm: 2.5359 2021-07-10 05:04:02,811 - mmaction - INFO - Epoch [116][1440/1879] lr: 5.794e-02, eta: 2 days, 17:30:03, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.5140 2021-07-10 05:04:19,793 - mmaction - INFO - Epoch [116][1460/1879] lr: 5.794e-02, eta: 2 days, 17:29:44, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6777, loss_cls: 2.4584, loss: 2.4584, grad_norm: 2.5361 2021-07-10 05:04:36,739 - mmaction - INFO - Epoch [116][1480/1879] lr: 5.794e-02, eta: 2 days, 17:29:25, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6797, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5443 2021-07-10 05:04:53,774 - mmaction - INFO - Epoch [116][1500/1879] lr: 5.794e-02, eta: 2 days, 17:29:06, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6836, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.5249 2021-07-10 05:05:10,901 - mmaction - INFO - Epoch [116][1520/1879] lr: 5.794e-02, eta: 2 days, 17:28:47, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6707, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.6049 2021-07-10 05:05:28,025 - mmaction - INFO - Epoch [116][1540/1879] lr: 5.794e-02, eta: 2 days, 17:28:28, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6715, loss_cls: 2.5676, loss: 2.5676, grad_norm: 2.5382 2021-07-10 05:05:45,130 - mmaction - INFO - Epoch [116][1560/1879] lr: 5.794e-02, eta: 2 days, 17:28:09, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6691, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.5282 2021-07-10 05:06:02,119 - mmaction - INFO - Epoch [116][1580/1879] lr: 5.794e-02, eta: 2 days, 17:27:50, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.5362 2021-07-10 05:06:19,171 - mmaction - INFO - Epoch [116][1600/1879] lr: 5.794e-02, eta: 2 days, 17:27:31, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6777, loss_cls: 2.5258, loss: 2.5258, grad_norm: 2.5034 2021-07-10 05:06:36,333 - mmaction - INFO - Epoch [116][1620/1879] lr: 5.794e-02, eta: 2 days, 17:27:12, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6754, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.5817 2021-07-10 05:06:53,355 - mmaction - INFO - Epoch [116][1640/1879] lr: 5.794e-02, eta: 2 days, 17:26:53, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6672, loss_cls: 2.5848, loss: 2.5848, grad_norm: 2.5434 2021-07-10 05:07:10,296 - mmaction - INFO - Epoch [116][1660/1879] lr: 5.794e-02, eta: 2 days, 17:26:34, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6672, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.5503 2021-07-10 05:07:27,170 - mmaction - INFO - Epoch [116][1680/1879] lr: 5.794e-02, eta: 2 days, 17:26:15, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6797, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.5132 2021-07-10 05:07:44,098 - mmaction - INFO - Epoch [116][1700/1879] lr: 5.794e-02, eta: 2 days, 17:25:56, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6816, loss_cls: 2.5271, loss: 2.5271, grad_norm: 2.5541 2021-07-10 05:08:01,136 - mmaction - INFO - Epoch [116][1720/1879] lr: 5.794e-02, eta: 2 days, 17:25:37, time: 0.851, data_time: 0.000, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6680, loss_cls: 2.5533, loss: 2.5533, grad_norm: 2.5438 2021-07-10 05:08:18,181 - mmaction - INFO - Epoch [116][1740/1879] lr: 5.794e-02, eta: 2 days, 17:25:18, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6887, loss_cls: 2.4725, loss: 2.4725, grad_norm: 2.5252 2021-07-10 05:08:35,148 - mmaction - INFO - Epoch [116][1760/1879] lr: 5.794e-02, eta: 2 days, 17:24:59, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.5881 2021-07-10 05:08:52,110 - mmaction - INFO - Epoch [116][1780/1879] lr: 5.794e-02, eta: 2 days, 17:24:40, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6738, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.5453 2021-07-10 05:09:08,930 - mmaction - INFO - Epoch [116][1800/1879] lr: 5.794e-02, eta: 2 days, 17:24:21, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6633, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.5235 2021-07-10 05:09:25,982 - mmaction - INFO - Epoch [116][1820/1879] lr: 5.794e-02, eta: 2 days, 17:24:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6852, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.5119 2021-07-10 05:09:42,988 - mmaction - INFO - Epoch [116][1840/1879] lr: 5.794e-02, eta: 2 days, 17:23:43, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6727, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.5617 2021-07-10 05:10:00,163 - mmaction - INFO - Epoch [116][1860/1879] lr: 5.794e-02, eta: 2 days, 17:23:24, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.5272 2021-07-10 05:10:22,057 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 05:10:22,066 - mmaction - INFO - 106 BN found 2021-07-10 05:14:48,017 - mmaction - INFO - BN stats updated 2021-07-10 05:14:50,044 - mmaction - INFO - Saving checkpoint at 116 epochs 2021-07-10 05:16:47,294 - mmaction - INFO - Epoch [117][20/1879] lr: 5.734e-02, eta: 2 days, 17:24:15, time: 5.279, data_time: 4.394, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4754, loss: 2.4754, grad_norm: 2.5572 2021-07-10 05:17:03,906 - mmaction - INFO - Epoch [117][40/1879] lr: 5.734e-02, eta: 2 days, 17:23:55, time: 0.830, data_time: 0.009, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6945, loss_cls: 2.4733, loss: 2.4733, grad_norm: 2.5865 2021-07-10 05:17:20,378 - mmaction - INFO - Epoch [117][60/1879] lr: 5.734e-02, eta: 2 days, 17:23:36, time: 0.826, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6820, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.5302 2021-07-10 05:17:36,819 - mmaction - INFO - Epoch [117][80/1879] lr: 5.734e-02, eta: 2 days, 17:23:16, time: 0.822, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6797, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.5473 2021-07-10 05:17:53,480 - mmaction - INFO - Epoch [117][100/1879] lr: 5.734e-02, eta: 2 days, 17:22:57, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4936, loss: 2.4936, grad_norm: 2.5650 2021-07-10 05:18:10,077 - mmaction - INFO - Epoch [117][120/1879] lr: 5.734e-02, eta: 2 days, 17:22:37, time: 0.833, data_time: 0.006, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6887, loss_cls: 2.4652, loss: 2.4652, grad_norm: 2.5335 2021-07-10 05:18:26,842 - mmaction - INFO - Epoch [117][140/1879] lr: 5.734e-02, eta: 2 days, 17:22:18, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7082, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.5213 2021-07-10 05:18:43,638 - mmaction - INFO - Epoch [117][160/1879] lr: 5.734e-02, eta: 2 days, 17:21:59, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6605, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.6440 2021-07-10 05:19:00,468 - mmaction - INFO - Epoch [117][180/1879] lr: 5.734e-02, eta: 2 days, 17:21:39, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6758, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.5860 2021-07-10 05:19:17,397 - mmaction - INFO - Epoch [117][200/1879] lr: 5.734e-02, eta: 2 days, 17:21:20, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6859, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.5310 2021-07-10 05:19:34,156 - mmaction - INFO - Epoch [117][220/1879] lr: 5.734e-02, eta: 2 days, 17:21:01, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6820, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.5568 2021-07-10 05:19:51,303 - mmaction - INFO - Epoch [117][240/1879] lr: 5.734e-02, eta: 2 days, 17:20:42, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6867, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.4929 2021-07-10 05:20:08,341 - mmaction - INFO - Epoch [117][260/1879] lr: 5.734e-02, eta: 2 days, 17:20:23, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6805, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.5313 2021-07-10 05:20:25,327 - mmaction - INFO - Epoch [117][280/1879] lr: 5.734e-02, eta: 2 days, 17:20:04, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6879, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.5682 2021-07-10 05:20:42,431 - mmaction - INFO - Epoch [117][300/1879] lr: 5.734e-02, eta: 2 days, 17:19:45, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.5460 2021-07-10 05:20:59,460 - mmaction - INFO - Epoch [117][320/1879] lr: 5.734e-02, eta: 2 days, 17:19:26, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6988, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.5201 2021-07-10 05:21:16,466 - mmaction - INFO - Epoch [117][340/1879] lr: 5.734e-02, eta: 2 days, 17:19:08, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6781, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.6090 2021-07-10 05:21:33,642 - mmaction - INFO - Epoch [117][360/1879] lr: 5.734e-02, eta: 2 days, 17:18:49, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6703, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.5539 2021-07-10 05:21:50,787 - mmaction - INFO - Epoch [117][380/1879] lr: 5.734e-02, eta: 2 days, 17:18:30, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6723, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.5738 2021-07-10 05:22:07,736 - mmaction - INFO - Epoch [117][400/1879] lr: 5.734e-02, eta: 2 days, 17:18:11, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6770, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.5128 2021-07-10 05:22:24,743 - mmaction - INFO - Epoch [117][420/1879] lr: 5.734e-02, eta: 2 days, 17:17:52, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6758, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.4788 2021-07-10 05:22:41,493 - mmaction - INFO - Epoch [117][440/1879] lr: 5.734e-02, eta: 2 days, 17:17:33, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6879, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.5526 2021-07-10 05:22:58,593 - mmaction - INFO - Epoch [117][460/1879] lr: 5.734e-02, eta: 2 days, 17:17:14, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.5764 2021-07-10 05:23:15,494 - mmaction - INFO - Epoch [117][480/1879] lr: 5.734e-02, eta: 2 days, 17:16:55, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6926, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.5109 2021-07-10 05:23:32,592 - mmaction - INFO - Epoch [117][500/1879] lr: 5.734e-02, eta: 2 days, 17:16:36, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6910, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.5231 2021-07-10 05:23:49,388 - mmaction - INFO - Epoch [117][520/1879] lr: 5.734e-02, eta: 2 days, 17:16:17, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6848, loss_cls: 2.4587, loss: 2.4587, grad_norm: 2.5785 2021-07-10 05:24:06,404 - mmaction - INFO - Epoch [117][540/1879] lr: 5.734e-02, eta: 2 days, 17:15:58, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6687, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.6159 2021-07-10 05:24:23,472 - mmaction - INFO - Epoch [117][560/1879] lr: 5.734e-02, eta: 2 days, 17:15:39, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6613, loss_cls: 2.6098, loss: 2.6098, grad_norm: 2.5861 2021-07-10 05:24:40,411 - mmaction - INFO - Epoch [117][580/1879] lr: 5.734e-02, eta: 2 days, 17:15:20, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.5101 2021-07-10 05:24:57,303 - mmaction - INFO - Epoch [117][600/1879] lr: 5.734e-02, eta: 2 days, 17:15:01, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6777, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.5665 2021-07-10 05:25:14,171 - mmaction - INFO - Epoch [117][620/1879] lr: 5.734e-02, eta: 2 days, 17:14:41, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6742, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.6296 2021-07-10 05:25:30,997 - mmaction - INFO - Epoch [117][640/1879] lr: 5.734e-02, eta: 2 days, 17:14:22, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6828, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.5043 2021-07-10 05:25:48,064 - mmaction - INFO - Epoch [117][660/1879] lr: 5.734e-02, eta: 2 days, 17:14:03, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6727, loss_cls: 2.5342, loss: 2.5342, grad_norm: 2.5794 2021-07-10 05:26:04,924 - mmaction - INFO - Epoch [117][680/1879] lr: 5.734e-02, eta: 2 days, 17:13:44, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6895, loss_cls: 2.5033, loss: 2.5033, grad_norm: 2.6057 2021-07-10 05:26:21,986 - mmaction - INFO - Epoch [117][700/1879] lr: 5.734e-02, eta: 2 days, 17:13:25, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6789, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.5750 2021-07-10 05:26:39,020 - mmaction - INFO - Epoch [117][720/1879] lr: 5.734e-02, eta: 2 days, 17:13:06, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6863, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.6065 2021-07-10 05:26:56,080 - mmaction - INFO - Epoch [117][740/1879] lr: 5.734e-02, eta: 2 days, 17:12:47, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6863, loss_cls: 2.4979, loss: 2.4979, grad_norm: 2.5390 2021-07-10 05:27:13,064 - mmaction - INFO - Epoch [117][760/1879] lr: 5.734e-02, eta: 2 days, 17:12:28, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6754, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.5740 2021-07-10 05:27:30,048 - mmaction - INFO - Epoch [117][780/1879] lr: 5.734e-02, eta: 2 days, 17:12:09, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6891, loss_cls: 2.4657, loss: 2.4657, grad_norm: 2.5346 2021-07-10 05:27:47,134 - mmaction - INFO - Epoch [117][800/1879] lr: 5.734e-02, eta: 2 days, 17:11:51, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6719, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.6791 2021-07-10 05:28:04,158 - mmaction - INFO - Epoch [117][820/1879] lr: 5.734e-02, eta: 2 days, 17:11:32, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6711, loss_cls: 2.5377, loss: 2.5377, grad_norm: 2.5867 2021-07-10 05:28:21,376 - mmaction - INFO - Epoch [117][840/1879] lr: 5.734e-02, eta: 2 days, 17:11:13, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6828, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.5788 2021-07-10 05:28:38,339 - mmaction - INFO - Epoch [117][860/1879] lr: 5.734e-02, eta: 2 days, 17:10:54, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6773, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.5600 2021-07-10 05:28:55,154 - mmaction - INFO - Epoch [117][880/1879] lr: 5.734e-02, eta: 2 days, 17:10:35, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6742, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.5937 2021-07-10 05:29:12,223 - mmaction - INFO - Epoch [117][900/1879] lr: 5.734e-02, eta: 2 days, 17:10:16, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6629, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.5788 2021-07-10 05:29:29,166 - mmaction - INFO - Epoch [117][920/1879] lr: 5.734e-02, eta: 2 days, 17:09:57, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6762, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.5650 2021-07-10 05:29:46,123 - mmaction - INFO - Epoch [117][940/1879] lr: 5.734e-02, eta: 2 days, 17:09:38, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6730, loss_cls: 2.5599, loss: 2.5599, grad_norm: 2.5972 2021-07-10 05:30:03,153 - mmaction - INFO - Epoch [117][960/1879] lr: 5.734e-02, eta: 2 days, 17:09:19, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6754, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.5820 2021-07-10 05:30:20,027 - mmaction - INFO - Epoch [117][980/1879] lr: 5.734e-02, eta: 2 days, 17:09:00, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.5423 2021-07-10 05:30:37,250 - mmaction - INFO - Epoch [117][1000/1879] lr: 5.734e-02, eta: 2 days, 17:08:41, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6770, loss_cls: 2.5689, loss: 2.5689, grad_norm: 2.5864 2021-07-10 05:30:54,276 - mmaction - INFO - Epoch [117][1020/1879] lr: 5.734e-02, eta: 2 days, 17:08:22, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.5426 2021-07-10 05:31:11,308 - mmaction - INFO - Epoch [117][1040/1879] lr: 5.734e-02, eta: 2 days, 17:08:03, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6809, loss_cls: 2.5344, loss: 2.5344, grad_norm: 2.5838 2021-07-10 05:31:28,237 - mmaction - INFO - Epoch [117][1060/1879] lr: 5.734e-02, eta: 2 days, 17:07:44, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6766, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.5163 2021-07-10 05:31:45,442 - mmaction - INFO - Epoch [117][1080/1879] lr: 5.734e-02, eta: 2 days, 17:07:25, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6820, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.4770 2021-07-10 05:32:02,441 - mmaction - INFO - Epoch [117][1100/1879] lr: 5.734e-02, eta: 2 days, 17:07:06, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6871, loss_cls: 2.4394, loss: 2.4394, grad_norm: 2.5846 2021-07-10 05:32:19,440 - mmaction - INFO - Epoch [117][1120/1879] lr: 5.734e-02, eta: 2 days, 17:06:47, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6656, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.5715 2021-07-10 05:32:36,326 - mmaction - INFO - Epoch [117][1140/1879] lr: 5.734e-02, eta: 2 days, 17:06:28, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6930, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.5389 2021-07-10 05:32:53,632 - mmaction - INFO - Epoch [117][1160/1879] lr: 5.734e-02, eta: 2 days, 17:06:10, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6848, loss_cls: 2.5326, loss: 2.5326, grad_norm: 2.5813 2021-07-10 05:33:10,590 - mmaction - INFO - Epoch [117][1180/1879] lr: 5.734e-02, eta: 2 days, 17:05:51, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6785, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.5461 2021-07-10 05:33:27,566 - mmaction - INFO - Epoch [117][1200/1879] lr: 5.734e-02, eta: 2 days, 17:05:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6512, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.5594 2021-07-10 05:33:44,533 - mmaction - INFO - Epoch [117][1220/1879] lr: 5.734e-02, eta: 2 days, 17:05:13, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6687, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.5792 2021-07-10 05:34:01,592 - mmaction - INFO - Epoch [117][1240/1879] lr: 5.734e-02, eta: 2 days, 17:04:54, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6891, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.5525 2021-07-10 05:34:18,619 - mmaction - INFO - Epoch [117][1260/1879] lr: 5.734e-02, eta: 2 days, 17:04:35, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6871, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.5670 2021-07-10 05:34:35,656 - mmaction - INFO - Epoch [117][1280/1879] lr: 5.734e-02, eta: 2 days, 17:04:16, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6742, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.5480 2021-07-10 05:34:52,527 - mmaction - INFO - Epoch [117][1300/1879] lr: 5.734e-02, eta: 2 days, 17:03:57, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6687, loss_cls: 2.5416, loss: 2.5416, grad_norm: 2.5910 2021-07-10 05:35:09,633 - mmaction - INFO - Epoch [117][1320/1879] lr: 5.734e-02, eta: 2 days, 17:03:38, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6824, loss_cls: 2.5471, loss: 2.5471, grad_norm: 2.5830 2021-07-10 05:35:26,657 - mmaction - INFO - Epoch [117][1340/1879] lr: 5.734e-02, eta: 2 days, 17:03:19, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6715, loss_cls: 2.5214, loss: 2.5214, grad_norm: 2.5320 2021-07-10 05:35:43,587 - mmaction - INFO - Epoch [117][1360/1879] lr: 5.734e-02, eta: 2 days, 17:03:00, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6793, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.5691 2021-07-10 05:36:00,721 - mmaction - INFO - Epoch [117][1380/1879] lr: 5.734e-02, eta: 2 days, 17:02:41, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6652, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.5649 2021-07-10 05:36:17,807 - mmaction - INFO - Epoch [117][1400/1879] lr: 5.734e-02, eta: 2 days, 17:02:22, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6730, loss_cls: 2.5698, loss: 2.5698, grad_norm: 2.5786 2021-07-10 05:36:34,706 - mmaction - INFO - Epoch [117][1420/1879] lr: 5.734e-02, eta: 2 days, 17:02:03, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6684, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.5303 2021-07-10 05:36:51,567 - mmaction - INFO - Epoch [117][1440/1879] lr: 5.734e-02, eta: 2 days, 17:01:44, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6656, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.5565 2021-07-10 05:37:08,547 - mmaction - INFO - Epoch [117][1460/1879] lr: 5.734e-02, eta: 2 days, 17:01:25, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6977, loss_cls: 2.4581, loss: 2.4581, grad_norm: 2.5310 2021-07-10 05:37:25,580 - mmaction - INFO - Epoch [117][1480/1879] lr: 5.734e-02, eta: 2 days, 17:01:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6699, loss_cls: 2.5431, loss: 2.5431, grad_norm: 2.5571 2021-07-10 05:37:42,566 - mmaction - INFO - Epoch [117][1500/1879] lr: 5.734e-02, eta: 2 days, 17:00:47, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.5835 2021-07-10 05:37:59,367 - mmaction - INFO - Epoch [117][1520/1879] lr: 5.734e-02, eta: 2 days, 17:00:28, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6777, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.5515 2021-07-10 05:38:16,251 - mmaction - INFO - Epoch [117][1540/1879] lr: 5.734e-02, eta: 2 days, 17:00:09, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6668, loss_cls: 2.5386, loss: 2.5386, grad_norm: 2.5897 2021-07-10 05:38:33,256 - mmaction - INFO - Epoch [117][1560/1879] lr: 5.734e-02, eta: 2 days, 16:59:50, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6805, loss_cls: 2.5169, loss: 2.5169, grad_norm: 2.5555 2021-07-10 05:38:49,992 - mmaction - INFO - Epoch [117][1580/1879] lr: 5.734e-02, eta: 2 days, 16:59:31, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6754, loss_cls: 2.4979, loss: 2.4979, grad_norm: 2.5118 2021-07-10 05:39:06,960 - mmaction - INFO - Epoch [117][1600/1879] lr: 5.734e-02, eta: 2 days, 16:59:12, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6664, loss_cls: 2.5617, loss: 2.5617, grad_norm: 2.6176 2021-07-10 05:39:23,856 - mmaction - INFO - Epoch [117][1620/1879] lr: 5.734e-02, eta: 2 days, 16:58:53, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6777, loss_cls: 2.5754, loss: 2.5754, grad_norm: 2.5148 2021-07-10 05:39:40,672 - mmaction - INFO - Epoch [117][1640/1879] lr: 5.734e-02, eta: 2 days, 16:58:33, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6883, loss_cls: 2.5069, loss: 2.5069, grad_norm: 2.5733 2021-07-10 05:39:57,510 - mmaction - INFO - Epoch [117][1660/1879] lr: 5.734e-02, eta: 2 days, 16:58:14, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6758, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.5905 2021-07-10 05:40:14,442 - mmaction - INFO - Epoch [117][1680/1879] lr: 5.734e-02, eta: 2 days, 16:57:55, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6695, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.5893 2021-07-10 05:40:31,540 - mmaction - INFO - Epoch [117][1700/1879] lr: 5.734e-02, eta: 2 days, 16:57:36, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6945, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.4618 2021-07-10 05:40:48,466 - mmaction - INFO - Epoch [117][1720/1879] lr: 5.734e-02, eta: 2 days, 16:57:17, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6734, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.4922 2021-07-10 05:41:05,308 - mmaction - INFO - Epoch [117][1740/1879] lr: 5.734e-02, eta: 2 days, 16:56:58, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6680, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.5107 2021-07-10 05:41:22,237 - mmaction - INFO - Epoch [117][1760/1879] lr: 5.734e-02, eta: 2 days, 16:56:39, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6715, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.5810 2021-07-10 05:41:39,259 - mmaction - INFO - Epoch [117][1780/1879] lr: 5.734e-02, eta: 2 days, 16:56:20, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7191, loss_cls: 2.3962, loss: 2.3962, grad_norm: 2.5150 2021-07-10 05:41:56,238 - mmaction - INFO - Epoch [117][1800/1879] lr: 5.734e-02, eta: 2 days, 16:56:01, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6883, loss_cls: 2.5284, loss: 2.5284, grad_norm: 2.6536 2021-07-10 05:42:13,233 - mmaction - INFO - Epoch [117][1820/1879] lr: 5.734e-02, eta: 2 days, 16:55:42, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6844, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.5616 2021-07-10 05:42:30,265 - mmaction - INFO - Epoch [117][1840/1879] lr: 5.734e-02, eta: 2 days, 16:55:23, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6762, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.5097 2021-07-10 05:42:47,066 - mmaction - INFO - Epoch [117][1860/1879] lr: 5.734e-02, eta: 2 days, 16:55:04, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6789, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.6160 2021-07-10 05:43:06,322 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 05:43:06,328 - mmaction - INFO - 106 BN found 2021-07-10 05:47:37,038 - mmaction - INFO - BN stats updated 2021-07-10 05:48:54,327 - mmaction - INFO - Epoch [118][20/1879] lr: 5.673e-02, eta: 2 days, 16:55:17, time: 3.762, data_time: 2.696, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6848, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.6027 2021-07-10 05:49:10,698 - mmaction - INFO - Epoch [118][40/1879] lr: 5.673e-02, eta: 2 days, 16:54:57, time: 0.818, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6832, loss_cls: 2.4864, loss: 2.4864, grad_norm: 2.6014 2021-07-10 05:49:27,079 - mmaction - INFO - Epoch [118][60/1879] lr: 5.673e-02, eta: 2 days, 16:54:38, time: 0.820, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6742, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.6642 2021-07-10 05:49:43,671 - mmaction - INFO - Epoch [118][80/1879] lr: 5.673e-02, eta: 2 days, 16:54:18, time: 0.830, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6781, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.6435 2021-07-10 05:50:00,392 - mmaction - INFO - Epoch [118][100/1879] lr: 5.673e-02, eta: 2 days, 16:53:59, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5022, loss: 2.5022, grad_norm: 2.5678 2021-07-10 05:50:17,060 - mmaction - INFO - Epoch [118][120/1879] lr: 5.673e-02, eta: 2 days, 16:53:39, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6871, loss_cls: 2.5131, loss: 2.5131, grad_norm: 2.5768 2021-07-10 05:50:33,773 - mmaction - INFO - Epoch [118][140/1879] lr: 5.673e-02, eta: 2 days, 16:53:20, time: 0.836, data_time: 0.008, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6883, loss_cls: 2.4984, loss: 2.4984, grad_norm: 2.5245 2021-07-10 05:50:50,672 - mmaction - INFO - Epoch [118][160/1879] lr: 5.673e-02, eta: 2 days, 16:53:01, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6922, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.5403 2021-07-10 05:51:07,515 - mmaction - INFO - Epoch [118][180/1879] lr: 5.673e-02, eta: 2 days, 16:52:42, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.5230 2021-07-10 05:51:24,264 - mmaction - INFO - Epoch [118][200/1879] lr: 5.673e-02, eta: 2 days, 16:52:23, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6809, loss_cls: 2.5560, loss: 2.5560, grad_norm: 2.5646 2021-07-10 05:51:41,048 - mmaction - INFO - Epoch [118][220/1879] lr: 5.673e-02, eta: 2 days, 16:52:03, time: 0.838, data_time: 0.006, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6766, loss_cls: 2.5286, loss: 2.5286, grad_norm: 2.5367 2021-07-10 05:51:57,978 - mmaction - INFO - Epoch [118][240/1879] lr: 5.673e-02, eta: 2 days, 16:51:44, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6910, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.5481 2021-07-10 05:52:15,270 - mmaction - INFO - Epoch [118][260/1879] lr: 5.673e-02, eta: 2 days, 16:51:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6824, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.5492 2021-07-10 05:52:32,179 - mmaction - INFO - Epoch [118][280/1879] lr: 5.673e-02, eta: 2 days, 16:51:07, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6828, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.5610 2021-07-10 05:52:49,115 - mmaction - INFO - Epoch [118][300/1879] lr: 5.673e-02, eta: 2 days, 16:50:48, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.5173, loss: 2.5173, grad_norm: 2.5686 2021-07-10 05:53:06,424 - mmaction - INFO - Epoch [118][320/1879] lr: 5.673e-02, eta: 2 days, 16:50:29, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6711, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.5376 2021-07-10 05:53:23,439 - mmaction - INFO - Epoch [118][340/1879] lr: 5.673e-02, eta: 2 days, 16:50:10, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.6038 2021-07-10 05:53:40,203 - mmaction - INFO - Epoch [118][360/1879] lr: 5.673e-02, eta: 2 days, 16:49:51, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6918, loss_cls: 2.4571, loss: 2.4571, grad_norm: 2.5714 2021-07-10 05:53:57,438 - mmaction - INFO - Epoch [118][380/1879] lr: 5.673e-02, eta: 2 days, 16:49:32, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6836, loss_cls: 2.5190, loss: 2.5190, grad_norm: 2.5832 2021-07-10 05:54:14,563 - mmaction - INFO - Epoch [118][400/1879] lr: 5.673e-02, eta: 2 days, 16:49:13, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6723, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.5958 2021-07-10 05:54:31,567 - mmaction - INFO - Epoch [118][420/1879] lr: 5.673e-02, eta: 2 days, 16:48:54, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6941, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.5450 2021-07-10 05:54:48,385 - mmaction - INFO - Epoch [118][440/1879] lr: 5.673e-02, eta: 2 days, 16:48:35, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6813, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.5707 2021-07-10 05:55:05,559 - mmaction - INFO - Epoch [118][460/1879] lr: 5.673e-02, eta: 2 days, 16:48:17, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6898, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.5986 2021-07-10 05:55:22,485 - mmaction - INFO - Epoch [118][480/1879] lr: 5.673e-02, eta: 2 days, 16:47:58, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6828, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.6396 2021-07-10 05:55:39,384 - mmaction - INFO - Epoch [118][500/1879] lr: 5.673e-02, eta: 2 days, 16:47:38, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6754, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.6231 2021-07-10 05:55:56,323 - mmaction - INFO - Epoch [118][520/1879] lr: 5.673e-02, eta: 2 days, 16:47:19, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6801, loss_cls: 2.4959, loss: 2.4959, grad_norm: 2.5577 2021-07-10 05:56:13,525 - mmaction - INFO - Epoch [118][540/1879] lr: 5.673e-02, eta: 2 days, 16:47:01, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6875, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.5463 2021-07-10 05:56:30,561 - mmaction - INFO - Epoch [118][560/1879] lr: 5.673e-02, eta: 2 days, 16:46:42, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6852, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.5774 2021-07-10 05:56:47,544 - mmaction - INFO - Epoch [118][580/1879] lr: 5.673e-02, eta: 2 days, 16:46:23, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.4430, loss: 2.4430, grad_norm: 2.5715 2021-07-10 05:57:04,415 - mmaction - INFO - Epoch [118][600/1879] lr: 5.673e-02, eta: 2 days, 16:46:04, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.6013 2021-07-10 05:57:21,512 - mmaction - INFO - Epoch [118][620/1879] lr: 5.673e-02, eta: 2 days, 16:45:45, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6801, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.6636 2021-07-10 05:57:38,587 - mmaction - INFO - Epoch [118][640/1879] lr: 5.673e-02, eta: 2 days, 16:45:26, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6770, loss_cls: 2.5468, loss: 2.5468, grad_norm: 2.5359 2021-07-10 05:57:55,637 - mmaction - INFO - Epoch [118][660/1879] lr: 5.673e-02, eta: 2 days, 16:45:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6711, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.5382 2021-07-10 05:58:12,552 - mmaction - INFO - Epoch [118][680/1879] lr: 5.673e-02, eta: 2 days, 16:44:48, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6656, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.5694 2021-07-10 05:58:29,666 - mmaction - INFO - Epoch [118][700/1879] lr: 5.673e-02, eta: 2 days, 16:44:29, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6652, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.5479 2021-07-10 05:58:46,641 - mmaction - INFO - Epoch [118][720/1879] lr: 5.673e-02, eta: 2 days, 16:44:10, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6789, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.6052 2021-07-10 05:59:03,658 - mmaction - INFO - Epoch [118][740/1879] lr: 5.673e-02, eta: 2 days, 16:43:51, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6797, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.5649 2021-07-10 05:59:20,673 - mmaction - INFO - Epoch [118][760/1879] lr: 5.673e-02, eta: 2 days, 16:43:32, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6766, loss_cls: 2.5162, loss: 2.5162, grad_norm: 2.6258 2021-07-10 05:59:37,687 - mmaction - INFO - Epoch [118][780/1879] lr: 5.673e-02, eta: 2 days, 16:43:13, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6746, loss_cls: 2.5402, loss: 2.5402, grad_norm: 2.5995 2021-07-10 05:59:54,802 - mmaction - INFO - Epoch [118][800/1879] lr: 5.673e-02, eta: 2 days, 16:42:55, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.5636 2021-07-10 06:00:15,543 - mmaction - INFO - Epoch [118][820/1879] lr: 5.673e-02, eta: 2 days, 16:42:40, time: 1.029, data_time: 0.006, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6715, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.5855 2021-07-10 06:00:32,480 - mmaction - INFO - Epoch [118][840/1879] lr: 5.673e-02, eta: 2 days, 16:42:21, time: 0.855, data_time: 0.013, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.5124 2021-07-10 06:00:49,476 - mmaction - INFO - Epoch [118][860/1879] lr: 5.673e-02, eta: 2 days, 16:42:02, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.5217 2021-07-10 06:01:06,500 - mmaction - INFO - Epoch [118][880/1879] lr: 5.673e-02, eta: 2 days, 16:41:43, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6832, loss_cls: 2.4936, loss: 2.4936, grad_norm: 2.6052 2021-07-10 06:01:23,637 - mmaction - INFO - Epoch [118][900/1879] lr: 5.673e-02, eta: 2 days, 16:41:24, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6852, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.5064 2021-07-10 06:01:40,857 - mmaction - INFO - Epoch [118][920/1879] lr: 5.673e-02, eta: 2 days, 16:41:06, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6828, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.6242 2021-07-10 06:01:58,033 - mmaction - INFO - Epoch [118][940/1879] lr: 5.673e-02, eta: 2 days, 16:40:47, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6883, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.5671 2021-07-10 06:02:14,901 - mmaction - INFO - Epoch [118][960/1879] lr: 5.673e-02, eta: 2 days, 16:40:28, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6824, loss_cls: 2.4665, loss: 2.4665, grad_norm: 2.5131 2021-07-10 06:02:31,848 - mmaction - INFO - Epoch [118][980/1879] lr: 5.673e-02, eta: 2 days, 16:40:09, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6879, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.5966 2021-07-10 06:02:48,869 - mmaction - INFO - Epoch [118][1000/1879] lr: 5.673e-02, eta: 2 days, 16:39:50, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6910, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.5361 2021-07-10 06:03:05,868 - mmaction - INFO - Epoch [118][1020/1879] lr: 5.673e-02, eta: 2 days, 16:39:31, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6621, loss_cls: 2.5742, loss: 2.5742, grad_norm: 2.6280 2021-07-10 06:03:22,989 - mmaction - INFO - Epoch [118][1040/1879] lr: 5.673e-02, eta: 2 days, 16:39:12, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6836, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.5364 2021-07-10 06:03:39,752 - mmaction - INFO - Epoch [118][1060/1879] lr: 5.673e-02, eta: 2 days, 16:38:53, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6680, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.5593 2021-07-10 06:03:56,710 - mmaction - INFO - Epoch [118][1080/1879] lr: 5.673e-02, eta: 2 days, 16:38:34, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6602, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.5651 2021-07-10 06:04:13,689 - mmaction - INFO - Epoch [118][1100/1879] lr: 5.673e-02, eta: 2 days, 16:38:15, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6934, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.5578 2021-07-10 06:04:30,678 - mmaction - INFO - Epoch [118][1120/1879] lr: 5.673e-02, eta: 2 days, 16:37:56, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6781, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.6167 2021-07-10 06:04:47,496 - mmaction - INFO - Epoch [118][1140/1879] lr: 5.673e-02, eta: 2 days, 16:37:37, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6836, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.5648 2021-07-10 06:05:04,359 - mmaction - INFO - Epoch [118][1160/1879] lr: 5.673e-02, eta: 2 days, 16:37:18, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6730, loss_cls: 2.5516, loss: 2.5516, grad_norm: 2.6223 2021-07-10 06:05:21,328 - mmaction - INFO - Epoch [118][1180/1879] lr: 5.673e-02, eta: 2 days, 16:36:59, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6969, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.5698 2021-07-10 06:05:38,274 - mmaction - INFO - Epoch [118][1200/1879] lr: 5.673e-02, eta: 2 days, 16:36:40, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6734, loss_cls: 2.5681, loss: 2.5681, grad_norm: 2.6102 2021-07-10 06:05:55,248 - mmaction - INFO - Epoch [118][1220/1879] lr: 5.673e-02, eta: 2 days, 16:36:21, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6848, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.5756 2021-07-10 06:06:12,336 - mmaction - INFO - Epoch [118][1240/1879] lr: 5.673e-02, eta: 2 days, 16:36:02, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6770, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.5031 2021-07-10 06:06:29,366 - mmaction - INFO - Epoch [118][1260/1879] lr: 5.673e-02, eta: 2 days, 16:35:43, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.5467, loss: 2.5467, grad_norm: 2.5509 2021-07-10 06:06:46,408 - mmaction - INFO - Epoch [118][1280/1879] lr: 5.673e-02, eta: 2 days, 16:35:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6680, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.5344 2021-07-10 06:07:03,341 - mmaction - INFO - Epoch [118][1300/1879] lr: 5.673e-02, eta: 2 days, 16:35:05, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6793, loss_cls: 2.5237, loss: 2.5237, grad_norm: 2.5415 2021-07-10 06:07:20,481 - mmaction - INFO - Epoch [118][1320/1879] lr: 5.673e-02, eta: 2 days, 16:34:46, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.5262 2021-07-10 06:07:37,415 - mmaction - INFO - Epoch [118][1340/1879] lr: 5.673e-02, eta: 2 days, 16:34:27, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6613, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.6327 2021-07-10 06:07:54,581 - mmaction - INFO - Epoch [118][1360/1879] lr: 5.673e-02, eta: 2 days, 16:34:08, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6813, loss_cls: 2.5172, loss: 2.5172, grad_norm: 2.5959 2021-07-10 06:08:11,569 - mmaction - INFO - Epoch [118][1380/1879] lr: 5.673e-02, eta: 2 days, 16:33:50, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6613, loss_cls: 2.6169, loss: 2.6169, grad_norm: 2.6273 2021-07-10 06:08:28,704 - mmaction - INFO - Epoch [118][1400/1879] lr: 5.673e-02, eta: 2 days, 16:33:31, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6730, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.5478 2021-07-10 06:08:45,585 - mmaction - INFO - Epoch [118][1420/1879] lr: 5.673e-02, eta: 2 days, 16:33:12, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6742, loss_cls: 2.5436, loss: 2.5436, grad_norm: 2.6259 2021-07-10 06:09:02,815 - mmaction - INFO - Epoch [118][1440/1879] lr: 5.673e-02, eta: 2 days, 16:32:53, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6777, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.5587 2021-07-10 06:09:19,852 - mmaction - INFO - Epoch [118][1460/1879] lr: 5.673e-02, eta: 2 days, 16:32:34, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.5214, loss: 2.5214, grad_norm: 2.5589 2021-07-10 06:09:36,852 - mmaction - INFO - Epoch [118][1480/1879] lr: 5.673e-02, eta: 2 days, 16:32:15, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6691, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.6195 2021-07-10 06:09:53,935 - mmaction - INFO - Epoch [118][1500/1879] lr: 5.673e-02, eta: 2 days, 16:31:56, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6664, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.5141 2021-07-10 06:10:11,019 - mmaction - INFO - Epoch [118][1520/1879] lr: 5.673e-02, eta: 2 days, 16:31:38, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6781, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.5372 2021-07-10 06:10:28,064 - mmaction - INFO - Epoch [118][1540/1879] lr: 5.673e-02, eta: 2 days, 16:31:19, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.7027, loss_cls: 2.4119, loss: 2.4119, grad_norm: 2.5867 2021-07-10 06:10:45,238 - mmaction - INFO - Epoch [118][1560/1879] lr: 5.673e-02, eta: 2 days, 16:31:00, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6594, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.6131 2021-07-10 06:11:02,255 - mmaction - INFO - Epoch [118][1580/1879] lr: 5.673e-02, eta: 2 days, 16:30:41, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.5790 2021-07-10 06:11:19,204 - mmaction - INFO - Epoch [118][1600/1879] lr: 5.673e-02, eta: 2 days, 16:30:22, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6816, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.5544 2021-07-10 06:11:36,349 - mmaction - INFO - Epoch [118][1620/1879] lr: 5.673e-02, eta: 2 days, 16:30:03, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.4797, loss: 2.4797, grad_norm: 2.5327 2021-07-10 06:11:53,389 - mmaction - INFO - Epoch [118][1640/1879] lr: 5.673e-02, eta: 2 days, 16:29:44, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6762, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.6087 2021-07-10 06:12:10,378 - mmaction - INFO - Epoch [118][1660/1879] lr: 5.673e-02, eta: 2 days, 16:29:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6797, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.5420 2021-07-10 06:12:27,500 - mmaction - INFO - Epoch [118][1680/1879] lr: 5.673e-02, eta: 2 days, 16:29:07, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6934, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.6292 2021-07-10 06:12:44,654 - mmaction - INFO - Epoch [118][1700/1879] lr: 5.673e-02, eta: 2 days, 16:28:48, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6910, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.5663 2021-07-10 06:13:01,513 - mmaction - INFO - Epoch [118][1720/1879] lr: 5.673e-02, eta: 2 days, 16:28:29, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6766, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.5579 2021-07-10 06:13:18,609 - mmaction - INFO - Epoch [118][1740/1879] lr: 5.673e-02, eta: 2 days, 16:28:10, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6738, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.5695 2021-07-10 06:13:35,608 - mmaction - INFO - Epoch [118][1760/1879] lr: 5.673e-02, eta: 2 days, 16:27:51, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6879, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.5271 2021-07-10 06:13:52,771 - mmaction - INFO - Epoch [118][1780/1879] lr: 5.673e-02, eta: 2 days, 16:27:32, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6867, loss_cls: 2.5033, loss: 2.5033, grad_norm: 2.5322 2021-07-10 06:14:09,777 - mmaction - INFO - Epoch [118][1800/1879] lr: 5.673e-02, eta: 2 days, 16:27:13, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6746, loss_cls: 2.5240, loss: 2.5240, grad_norm: 2.6196 2021-07-10 06:14:26,847 - mmaction - INFO - Epoch [118][1820/1879] lr: 5.673e-02, eta: 2 days, 16:26:54, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6980, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.5667 2021-07-10 06:14:43,719 - mmaction - INFO - Epoch [118][1840/1879] lr: 5.673e-02, eta: 2 days, 16:26:35, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6691, loss_cls: 2.5723, loss: 2.5723, grad_norm: 2.5552 2021-07-10 06:15:00,838 - mmaction - INFO - Epoch [118][1860/1879] lr: 5.673e-02, eta: 2 days, 16:26:17, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6668, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.6111 2021-07-10 06:15:25,218 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 06:15:25,227 - mmaction - INFO - 106 BN found 2021-07-10 06:19:58,201 - mmaction - INFO - BN stats updated 2021-07-10 06:21:13,767 - mmaction - INFO - Epoch [119][20/1879] lr: 5.612e-02, eta: 2 days, 16:26:27, time: 3.676, data_time: 2.598, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.5612 2021-07-10 06:21:30,259 - mmaction - INFO - Epoch [119][40/1879] lr: 5.612e-02, eta: 2 days, 16:26:07, time: 0.824, data_time: 0.007, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.5577 2021-07-10 06:21:46,915 - mmaction - INFO - Epoch [119][60/1879] lr: 5.612e-02, eta: 2 days, 16:25:48, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6926, loss_cls: 2.4293, loss: 2.4293, grad_norm: 2.5750 2021-07-10 06:22:03,475 - mmaction - INFO - Epoch [119][80/1879] lr: 5.612e-02, eta: 2 days, 16:25:29, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6832, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.5935 2021-07-10 06:22:20,011 - mmaction - INFO - Epoch [119][100/1879] lr: 5.612e-02, eta: 2 days, 16:25:09, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6965, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.5543 2021-07-10 06:22:36,782 - mmaction - INFO - Epoch [119][120/1879] lr: 5.612e-02, eta: 2 days, 16:24:50, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6766, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.4822 2021-07-10 06:22:53,538 - mmaction - INFO - Epoch [119][140/1879] lr: 5.612e-02, eta: 2 days, 16:24:31, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6840, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.5085 2021-07-10 06:23:10,334 - mmaction - INFO - Epoch [119][160/1879] lr: 5.612e-02, eta: 2 days, 16:24:11, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6887, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.5905 2021-07-10 06:23:27,317 - mmaction - INFO - Epoch [119][180/1879] lr: 5.612e-02, eta: 2 days, 16:23:53, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.5741 2021-07-10 06:23:44,402 - mmaction - INFO - Epoch [119][200/1879] lr: 5.612e-02, eta: 2 days, 16:23:34, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.4359, loss: 2.4359, grad_norm: 2.5995 2021-07-10 06:24:01,269 - mmaction - INFO - Epoch [119][220/1879] lr: 5.612e-02, eta: 2 days, 16:23:15, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6836, loss_cls: 2.4810, loss: 2.4810, grad_norm: 2.6094 2021-07-10 06:24:18,117 - mmaction - INFO - Epoch [119][240/1879] lr: 5.612e-02, eta: 2 days, 16:22:55, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6875, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.6345 2021-07-10 06:24:35,021 - mmaction - INFO - Epoch [119][260/1879] lr: 5.612e-02, eta: 2 days, 16:22:36, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6871, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.5098 2021-07-10 06:24:52,080 - mmaction - INFO - Epoch [119][280/1879] lr: 5.612e-02, eta: 2 days, 16:22:18, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.5637 2021-07-10 06:25:09,112 - mmaction - INFO - Epoch [119][300/1879] lr: 5.612e-02, eta: 2 days, 16:21:59, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6742, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.6067 2021-07-10 06:25:26,083 - mmaction - INFO - Epoch [119][320/1879] lr: 5.612e-02, eta: 2 days, 16:21:40, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6758, loss_cls: 2.5404, loss: 2.5404, grad_norm: 2.5467 2021-07-10 06:25:43,096 - mmaction - INFO - Epoch [119][340/1879] lr: 5.612e-02, eta: 2 days, 16:21:21, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6746, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.5786 2021-07-10 06:26:00,100 - mmaction - INFO - Epoch [119][360/1879] lr: 5.612e-02, eta: 2 days, 16:21:02, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6785, loss_cls: 2.5104, loss: 2.5104, grad_norm: 2.6234 2021-07-10 06:26:17,142 - mmaction - INFO - Epoch [119][380/1879] lr: 5.612e-02, eta: 2 days, 16:20:43, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6887, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.5430 2021-07-10 06:26:34,178 - mmaction - INFO - Epoch [119][400/1879] lr: 5.612e-02, eta: 2 days, 16:20:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6715, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.6271 2021-07-10 06:26:51,198 - mmaction - INFO - Epoch [119][420/1879] lr: 5.612e-02, eta: 2 days, 16:20:05, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6852, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.5995 2021-07-10 06:27:08,181 - mmaction - INFO - Epoch [119][440/1879] lr: 5.612e-02, eta: 2 days, 16:19:46, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6586, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.6515 2021-07-10 06:27:25,121 - mmaction - INFO - Epoch [119][460/1879] lr: 5.612e-02, eta: 2 days, 16:19:27, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6895, loss_cls: 2.5080, loss: 2.5080, grad_norm: 2.4951 2021-07-10 06:27:42,147 - mmaction - INFO - Epoch [119][480/1879] lr: 5.612e-02, eta: 2 days, 16:19:08, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6711, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.5710 2021-07-10 06:27:59,298 - mmaction - INFO - Epoch [119][500/1879] lr: 5.612e-02, eta: 2 days, 16:18:50, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6770, loss_cls: 2.5405, loss: 2.5405, grad_norm: 2.6156 2021-07-10 06:28:16,430 - mmaction - INFO - Epoch [119][520/1879] lr: 5.612e-02, eta: 2 days, 16:18:31, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6797, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.5500 2021-07-10 06:28:33,327 - mmaction - INFO - Epoch [119][540/1879] lr: 5.612e-02, eta: 2 days, 16:18:12, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6871, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.6125 2021-07-10 06:28:50,402 - mmaction - INFO - Epoch [119][560/1879] lr: 5.612e-02, eta: 2 days, 16:17:53, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6824, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.6131 2021-07-10 06:29:07,504 - mmaction - INFO - Epoch [119][580/1879] lr: 5.612e-02, eta: 2 days, 16:17:34, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6828, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.6223 2021-07-10 06:29:24,401 - mmaction - INFO - Epoch [119][600/1879] lr: 5.612e-02, eta: 2 days, 16:17:15, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.6458 2021-07-10 06:29:41,389 - mmaction - INFO - Epoch [119][620/1879] lr: 5.612e-02, eta: 2 days, 16:16:56, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6777, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.5579 2021-07-10 06:29:58,275 - mmaction - INFO - Epoch [119][640/1879] lr: 5.612e-02, eta: 2 days, 16:16:37, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6793, loss_cls: 2.5267, loss: 2.5267, grad_norm: 2.6041 2021-07-10 06:30:15,378 - mmaction - INFO - Epoch [119][660/1879] lr: 5.612e-02, eta: 2 days, 16:16:18, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6809, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.6082 2021-07-10 06:30:32,466 - mmaction - INFO - Epoch [119][680/1879] lr: 5.612e-02, eta: 2 days, 16:15:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6887, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.5645 2021-07-10 06:30:49,497 - mmaction - INFO - Epoch [119][700/1879] lr: 5.612e-02, eta: 2 days, 16:15:40, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6855, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.5979 2021-07-10 06:31:06,478 - mmaction - INFO - Epoch [119][720/1879] lr: 5.612e-02, eta: 2 days, 16:15:21, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6777, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.5984 2021-07-10 06:31:23,382 - mmaction - INFO - Epoch [119][740/1879] lr: 5.612e-02, eta: 2 days, 16:15:02, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6824, loss_cls: 2.5530, loss: 2.5530, grad_norm: 2.6130 2021-07-10 06:31:40,494 - mmaction - INFO - Epoch [119][760/1879] lr: 5.612e-02, eta: 2 days, 16:14:44, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6867, loss_cls: 2.5112, loss: 2.5112, grad_norm: 2.5605 2021-07-10 06:31:57,466 - mmaction - INFO - Epoch [119][780/1879] lr: 5.612e-02, eta: 2 days, 16:14:25, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6934, loss_cls: 2.4474, loss: 2.4474, grad_norm: 2.5684 2021-07-10 06:32:14,507 - mmaction - INFO - Epoch [119][800/1879] lr: 5.612e-02, eta: 2 days, 16:14:06, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6645, loss_cls: 2.5873, loss: 2.5873, grad_norm: 2.5603 2021-07-10 06:32:31,677 - mmaction - INFO - Epoch [119][820/1879] lr: 5.612e-02, eta: 2 days, 16:13:47, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6930, loss_cls: 2.4359, loss: 2.4359, grad_norm: 2.5385 2021-07-10 06:32:48,636 - mmaction - INFO - Epoch [119][840/1879] lr: 5.612e-02, eta: 2 days, 16:13:28, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.5559 2021-07-10 06:33:05,659 - mmaction - INFO - Epoch [119][860/1879] lr: 5.612e-02, eta: 2 days, 16:13:09, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6906, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.6114 2021-07-10 06:33:22,649 - mmaction - INFO - Epoch [119][880/1879] lr: 5.612e-02, eta: 2 days, 16:12:50, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6879, loss_cls: 2.5255, loss: 2.5255, grad_norm: 2.5918 2021-07-10 06:33:39,642 - mmaction - INFO - Epoch [119][900/1879] lr: 5.612e-02, eta: 2 days, 16:12:31, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7063, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.5554 2021-07-10 06:33:56,635 - mmaction - INFO - Epoch [119][920/1879] lr: 5.612e-02, eta: 2 days, 16:12:12, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6828, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.5464 2021-07-10 06:34:13,643 - mmaction - INFO - Epoch [119][940/1879] lr: 5.612e-02, eta: 2 days, 16:11:54, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6953, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.6006 2021-07-10 06:34:30,590 - mmaction - INFO - Epoch [119][960/1879] lr: 5.612e-02, eta: 2 days, 16:11:34, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6848, loss_cls: 2.5182, loss: 2.5182, grad_norm: 2.6219 2021-07-10 06:34:47,529 - mmaction - INFO - Epoch [119][980/1879] lr: 5.612e-02, eta: 2 days, 16:11:16, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6711, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.4983 2021-07-10 06:35:04,402 - mmaction - INFO - Epoch [119][1000/1879] lr: 5.612e-02, eta: 2 days, 16:10:56, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5069, loss: 2.5069, grad_norm: 2.5284 2021-07-10 06:35:21,376 - mmaction - INFO - Epoch [119][1020/1879] lr: 5.612e-02, eta: 2 days, 16:10:38, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6934, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.5721 2021-07-10 06:35:38,409 - mmaction - INFO - Epoch [119][1040/1879] lr: 5.612e-02, eta: 2 days, 16:10:19, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.6126 2021-07-10 06:35:55,428 - mmaction - INFO - Epoch [119][1060/1879] lr: 5.612e-02, eta: 2 days, 16:10:00, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6730, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.5629 2021-07-10 06:36:12,446 - mmaction - INFO - Epoch [119][1080/1879] lr: 5.612e-02, eta: 2 days, 16:09:41, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.5276 2021-07-10 06:36:29,406 - mmaction - INFO - Epoch [119][1100/1879] lr: 5.612e-02, eta: 2 days, 16:09:22, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6855, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.5778 2021-07-10 06:36:46,377 - mmaction - INFO - Epoch [119][1120/1879] lr: 5.612e-02, eta: 2 days, 16:09:03, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6746, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.5997 2021-07-10 06:37:03,392 - mmaction - INFO - Epoch [119][1140/1879] lr: 5.612e-02, eta: 2 days, 16:08:44, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6723, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.6041 2021-07-10 06:37:20,209 - mmaction - INFO - Epoch [119][1160/1879] lr: 5.612e-02, eta: 2 days, 16:08:25, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6977, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.5879 2021-07-10 06:37:37,123 - mmaction - INFO - Epoch [119][1180/1879] lr: 5.612e-02, eta: 2 days, 16:08:06, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6906, loss_cls: 2.4638, loss: 2.4638, grad_norm: 2.6031 2021-07-10 06:37:54,169 - mmaction - INFO - Epoch [119][1200/1879] lr: 5.612e-02, eta: 2 days, 16:07:47, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6883, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.6176 2021-07-10 06:38:11,060 - mmaction - INFO - Epoch [119][1220/1879] lr: 5.612e-02, eta: 2 days, 16:07:28, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6672, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.6188 2021-07-10 06:38:27,863 - mmaction - INFO - Epoch [119][1240/1879] lr: 5.612e-02, eta: 2 days, 16:07:09, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6750, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.6068 2021-07-10 06:38:44,690 - mmaction - INFO - Epoch [119][1260/1879] lr: 5.612e-02, eta: 2 days, 16:06:50, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6793, loss_cls: 2.5250, loss: 2.5250, grad_norm: 2.5661 2021-07-10 06:39:01,806 - mmaction - INFO - Epoch [119][1280/1879] lr: 5.612e-02, eta: 2 days, 16:06:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6969, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.5789 2021-07-10 06:39:18,834 - mmaction - INFO - Epoch [119][1300/1879] lr: 5.612e-02, eta: 2 days, 16:06:12, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6762, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.6296 2021-07-10 06:39:36,082 - mmaction - INFO - Epoch [119][1320/1879] lr: 5.612e-02, eta: 2 days, 16:05:53, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6730, loss_cls: 2.5553, loss: 2.5553, grad_norm: 2.6683 2021-07-10 06:39:53,090 - mmaction - INFO - Epoch [119][1340/1879] lr: 5.612e-02, eta: 2 days, 16:05:34, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6824, loss_cls: 2.5055, loss: 2.5055, grad_norm: 2.5788 2021-07-10 06:40:10,175 - mmaction - INFO - Epoch [119][1360/1879] lr: 5.612e-02, eta: 2 days, 16:05:16, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6762, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.5401 2021-07-10 06:40:27,228 - mmaction - INFO - Epoch [119][1380/1879] lr: 5.612e-02, eta: 2 days, 16:04:57, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6797, loss_cls: 2.4960, loss: 2.4960, grad_norm: 2.5548 2021-07-10 06:40:44,335 - mmaction - INFO - Epoch [119][1400/1879] lr: 5.612e-02, eta: 2 days, 16:04:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6891, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.5978 2021-07-10 06:41:01,263 - mmaction - INFO - Epoch [119][1420/1879] lr: 5.612e-02, eta: 2 days, 16:04:19, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6715, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.5957 2021-07-10 06:41:18,271 - mmaction - INFO - Epoch [119][1440/1879] lr: 5.612e-02, eta: 2 days, 16:04:00, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5014, loss: 2.5014, grad_norm: 2.5618 2021-07-10 06:41:35,241 - mmaction - INFO - Epoch [119][1460/1879] lr: 5.612e-02, eta: 2 days, 16:03:41, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6754, loss_cls: 2.4810, loss: 2.4810, grad_norm: 2.5991 2021-07-10 06:41:52,319 - mmaction - INFO - Epoch [119][1480/1879] lr: 5.612e-02, eta: 2 days, 16:03:22, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6668, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.5719 2021-07-10 06:42:09,339 - mmaction - INFO - Epoch [119][1500/1879] lr: 5.612e-02, eta: 2 days, 16:03:03, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6891, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.5453 2021-07-10 06:42:26,408 - mmaction - INFO - Epoch [119][1520/1879] lr: 5.612e-02, eta: 2 days, 16:02:45, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6758, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.5606 2021-07-10 06:42:43,331 - mmaction - INFO - Epoch [119][1540/1879] lr: 5.612e-02, eta: 2 days, 16:02:26, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4739, loss: 2.4739, grad_norm: 2.5713 2021-07-10 06:43:00,479 - mmaction - INFO - Epoch [119][1560/1879] lr: 5.612e-02, eta: 2 days, 16:02:07, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6652, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.6152 2021-07-10 06:43:17,422 - mmaction - INFO - Epoch [119][1580/1879] lr: 5.612e-02, eta: 2 days, 16:01:48, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6703, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.5460 2021-07-10 06:43:34,399 - mmaction - INFO - Epoch [119][1600/1879] lr: 5.612e-02, eta: 2 days, 16:01:29, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6648, loss_cls: 2.5619, loss: 2.5619, grad_norm: 2.6269 2021-07-10 06:43:51,144 - mmaction - INFO - Epoch [119][1620/1879] lr: 5.612e-02, eta: 2 days, 16:01:10, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6828, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.5494 2021-07-10 06:44:08,233 - mmaction - INFO - Epoch [119][1640/1879] lr: 5.612e-02, eta: 2 days, 16:00:51, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6805, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5695 2021-07-10 06:44:25,137 - mmaction - INFO - Epoch [119][1660/1879] lr: 5.612e-02, eta: 2 days, 16:00:32, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6750, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.5757 2021-07-10 06:44:42,088 - mmaction - INFO - Epoch [119][1680/1879] lr: 5.612e-02, eta: 2 days, 16:00:13, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6793, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.6815 2021-07-10 06:44:59,006 - mmaction - INFO - Epoch [119][1700/1879] lr: 5.612e-02, eta: 2 days, 15:59:54, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6848, loss_cls: 2.5067, loss: 2.5067, grad_norm: 2.6429 2021-07-10 06:45:15,930 - mmaction - INFO - Epoch [119][1720/1879] lr: 5.612e-02, eta: 2 days, 15:59:35, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6742, loss_cls: 2.5513, loss: 2.5513, grad_norm: 2.5548 2021-07-10 06:45:33,099 - mmaction - INFO - Epoch [119][1740/1879] lr: 5.612e-02, eta: 2 days, 15:59:16, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6664, loss_cls: 2.5421, loss: 2.5421, grad_norm: 2.5384 2021-07-10 06:45:50,215 - mmaction - INFO - Epoch [119][1760/1879] lr: 5.612e-02, eta: 2 days, 15:58:57, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6715, loss_cls: 2.5189, loss: 2.5189, grad_norm: 2.5573 2021-07-10 06:46:07,015 - mmaction - INFO - Epoch [119][1780/1879] lr: 5.612e-02, eta: 2 days, 15:58:38, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6828, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.5585 2021-07-10 06:46:23,994 - mmaction - INFO - Epoch [119][1800/1879] lr: 5.612e-02, eta: 2 days, 15:58:19, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.7031, loss_cls: 2.4481, loss: 2.4481, grad_norm: 2.5792 2021-07-10 06:46:40,906 - mmaction - INFO - Epoch [119][1820/1879] lr: 5.612e-02, eta: 2 days, 15:58:00, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6746, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.5846 2021-07-10 06:46:57,821 - mmaction - INFO - Epoch [119][1840/1879] lr: 5.612e-02, eta: 2 days, 15:57:41, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6668, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.5499 2021-07-10 06:47:14,602 - mmaction - INFO - Epoch [119][1860/1879] lr: 5.612e-02, eta: 2 days, 15:57:22, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6789, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.5356 2021-07-10 06:47:34,515 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 06:47:34,519 - mmaction - INFO - 106 BN found 2021-07-10 06:52:01,433 - mmaction - INFO - BN stats updated 2021-07-10 06:53:21,907 - mmaction - INFO - Epoch [120][20/1879] lr: 5.551e-02, eta: 2 days, 15:57:37, time: 3.921, data_time: 2.759, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6875, loss_cls: 2.4868, loss: 2.4868, grad_norm: 2.5793 2021-07-10 06:53:38,462 - mmaction - INFO - Epoch [120][40/1879] lr: 5.551e-02, eta: 2 days, 15:57:18, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6848, loss_cls: 2.4807, loss: 2.4807, grad_norm: 2.5721 2021-07-10 06:53:55,012 - mmaction - INFO - Epoch [120][60/1879] lr: 5.551e-02, eta: 2 days, 15:56:59, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.6149 2021-07-10 06:54:11,565 - mmaction - INFO - Epoch [120][80/1879] lr: 5.551e-02, eta: 2 days, 15:56:39, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6758, loss_cls: 2.5329, loss: 2.5329, grad_norm: 2.6118 2021-07-10 06:54:28,212 - mmaction - INFO - Epoch [120][100/1879] lr: 5.551e-02, eta: 2 days, 15:56:20, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7027, loss_cls: 2.3736, loss: 2.3736, grad_norm: 2.6005 2021-07-10 06:54:44,800 - mmaction - INFO - Epoch [120][120/1879] lr: 5.551e-02, eta: 2 days, 15:56:00, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6902, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.5797 2021-07-10 06:55:01,516 - mmaction - INFO - Epoch [120][140/1879] lr: 5.551e-02, eta: 2 days, 15:55:41, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.5910 2021-07-10 06:55:18,415 - mmaction - INFO - Epoch [120][160/1879] lr: 5.551e-02, eta: 2 days, 15:55:22, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7008, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.5808 2021-07-10 06:55:35,134 - mmaction - INFO - Epoch [120][180/1879] lr: 5.551e-02, eta: 2 days, 15:55:03, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4587, loss: 2.4587, grad_norm: 2.5600 2021-07-10 06:55:52,200 - mmaction - INFO - Epoch [120][200/1879] lr: 5.551e-02, eta: 2 days, 15:54:44, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6840, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.6050 2021-07-10 06:56:09,111 - mmaction - INFO - Epoch [120][220/1879] lr: 5.551e-02, eta: 2 days, 15:54:25, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.7016, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.6501 2021-07-10 06:56:26,188 - mmaction - INFO - Epoch [120][240/1879] lr: 5.551e-02, eta: 2 days, 15:54:06, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7008, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.6314 2021-07-10 06:56:43,141 - mmaction - INFO - Epoch [120][260/1879] lr: 5.551e-02, eta: 2 days, 15:53:47, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6813, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.5778 2021-07-10 06:56:59,849 - mmaction - INFO - Epoch [120][280/1879] lr: 5.551e-02, eta: 2 days, 15:53:28, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6805, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.5848 2021-07-10 06:57:16,976 - mmaction - INFO - Epoch [120][300/1879] lr: 5.551e-02, eta: 2 days, 15:53:09, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6777, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.6383 2021-07-10 06:57:33,666 - mmaction - INFO - Epoch [120][320/1879] lr: 5.551e-02, eta: 2 days, 15:52:50, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6668, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.5986 2021-07-10 06:57:50,659 - mmaction - INFO - Epoch [120][340/1879] lr: 5.551e-02, eta: 2 days, 15:52:31, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6719, loss_cls: 2.5327, loss: 2.5327, grad_norm: 2.5729 2021-07-10 06:58:07,886 - mmaction - INFO - Epoch [120][360/1879] lr: 5.551e-02, eta: 2 days, 15:52:12, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5190, loss: 2.5190, grad_norm: 2.5868 2021-07-10 06:58:24,823 - mmaction - INFO - Epoch [120][380/1879] lr: 5.551e-02, eta: 2 days, 15:51:53, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6977, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.5683 2021-07-10 06:58:41,940 - mmaction - INFO - Epoch [120][400/1879] lr: 5.551e-02, eta: 2 days, 15:51:35, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6840, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.5603 2021-07-10 06:58:58,916 - mmaction - INFO - Epoch [120][420/1879] lr: 5.551e-02, eta: 2 days, 15:51:16, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6820, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.5784 2021-07-10 06:59:15,932 - mmaction - INFO - Epoch [120][440/1879] lr: 5.551e-02, eta: 2 days, 15:50:57, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6961, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.6057 2021-07-10 06:59:32,909 - mmaction - INFO - Epoch [120][460/1879] lr: 5.551e-02, eta: 2 days, 15:50:38, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6848, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.6588 2021-07-10 06:59:49,961 - mmaction - INFO - Epoch [120][480/1879] lr: 5.551e-02, eta: 2 days, 15:50:19, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6867, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.6270 2021-07-10 07:00:06,842 - mmaction - INFO - Epoch [120][500/1879] lr: 5.551e-02, eta: 2 days, 15:50:00, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6871, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.5926 2021-07-10 07:00:23,911 - mmaction - INFO - Epoch [120][520/1879] lr: 5.551e-02, eta: 2 days, 15:49:41, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6859, loss_cls: 2.4941, loss: 2.4941, grad_norm: 2.5817 2021-07-10 07:00:40,841 - mmaction - INFO - Epoch [120][540/1879] lr: 5.551e-02, eta: 2 days, 15:49:22, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6883, loss_cls: 2.4707, loss: 2.4707, grad_norm: 2.6339 2021-07-10 07:00:57,980 - mmaction - INFO - Epoch [120][560/1879] lr: 5.551e-02, eta: 2 days, 15:49:03, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5459, loss: 2.5459, grad_norm: 2.5910 2021-07-10 07:01:15,064 - mmaction - INFO - Epoch [120][580/1879] lr: 5.551e-02, eta: 2 days, 15:48:45, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6777, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.5663 2021-07-10 07:01:32,056 - mmaction - INFO - Epoch [120][600/1879] lr: 5.551e-02, eta: 2 days, 15:48:26, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6770, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.6040 2021-07-10 07:01:49,118 - mmaction - INFO - Epoch [120][620/1879] lr: 5.551e-02, eta: 2 days, 15:48:07, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6875, loss_cls: 2.4968, loss: 2.4968, grad_norm: 2.5665 2021-07-10 07:02:06,071 - mmaction - INFO - Epoch [120][640/1879] lr: 5.551e-02, eta: 2 days, 15:47:48, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.5625 2021-07-10 07:02:23,162 - mmaction - INFO - Epoch [120][660/1879] lr: 5.551e-02, eta: 2 days, 15:47:29, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6625, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.5566 2021-07-10 07:02:40,224 - mmaction - INFO - Epoch [120][680/1879] lr: 5.551e-02, eta: 2 days, 15:47:10, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6684, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.5852 2021-07-10 07:02:57,299 - mmaction - INFO - Epoch [120][700/1879] lr: 5.551e-02, eta: 2 days, 15:46:51, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6738, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.6081 2021-07-10 07:03:14,240 - mmaction - INFO - Epoch [120][720/1879] lr: 5.551e-02, eta: 2 days, 15:46:32, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6863, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.5569 2021-07-10 07:03:31,207 - mmaction - INFO - Epoch [120][740/1879] lr: 5.551e-02, eta: 2 days, 15:46:14, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6895, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.7201 2021-07-10 07:03:48,093 - mmaction - INFO - Epoch [120][760/1879] lr: 5.551e-02, eta: 2 days, 15:45:55, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6789, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.6200 2021-07-10 07:04:05,085 - mmaction - INFO - Epoch [120][780/1879] lr: 5.551e-02, eta: 2 days, 15:45:36, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6816, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.6003 2021-07-10 07:04:21,985 - mmaction - INFO - Epoch [120][800/1879] lr: 5.551e-02, eta: 2 days, 15:45:17, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6848, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.5298 2021-07-10 07:04:39,044 - mmaction - INFO - Epoch [120][820/1879] lr: 5.551e-02, eta: 2 days, 15:44:58, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6926, loss_cls: 2.4598, loss: 2.4598, grad_norm: 2.5244 2021-07-10 07:04:55,885 - mmaction - INFO - Epoch [120][840/1879] lr: 5.551e-02, eta: 2 days, 15:44:39, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6730, loss_cls: 2.5480, loss: 2.5480, grad_norm: 2.6280 2021-07-10 07:05:13,000 - mmaction - INFO - Epoch [120][860/1879] lr: 5.551e-02, eta: 2 days, 15:44:20, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7055, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.5589 2021-07-10 07:05:30,107 - mmaction - INFO - Epoch [120][880/1879] lr: 5.551e-02, eta: 2 days, 15:44:01, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4655, loss: 2.4655, grad_norm: 2.6276 2021-07-10 07:05:46,820 - mmaction - INFO - Epoch [120][900/1879] lr: 5.551e-02, eta: 2 days, 15:43:42, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6941, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.6135 2021-07-10 07:06:03,812 - mmaction - INFO - Epoch [120][920/1879] lr: 5.551e-02, eta: 2 days, 15:43:23, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6680, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.5899 2021-07-10 07:06:20,653 - mmaction - INFO - Epoch [120][940/1879] lr: 5.551e-02, eta: 2 days, 15:43:04, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6926, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.5926 2021-07-10 07:06:37,799 - mmaction - INFO - Epoch [120][960/1879] lr: 5.551e-02, eta: 2 days, 15:42:45, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6668, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.6362 2021-07-10 07:06:54,589 - mmaction - INFO - Epoch [120][980/1879] lr: 5.551e-02, eta: 2 days, 15:42:26, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6809, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.5836 2021-07-10 07:07:11,664 - mmaction - INFO - Epoch [120][1000/1879] lr: 5.551e-02, eta: 2 days, 15:42:07, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6824, loss_cls: 2.4898, loss: 2.4898, grad_norm: 2.5928 2021-07-10 07:07:28,574 - mmaction - INFO - Epoch [120][1020/1879] lr: 5.551e-02, eta: 2 days, 15:41:48, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6758, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.5686 2021-07-10 07:07:45,627 - mmaction - INFO - Epoch [120][1040/1879] lr: 5.551e-02, eta: 2 days, 15:41:29, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6973, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.5167 2021-07-10 07:08:02,673 - mmaction - INFO - Epoch [120][1060/1879] lr: 5.551e-02, eta: 2 days, 15:41:11, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6785, loss_cls: 2.4981, loss: 2.4981, grad_norm: 2.6577 2021-07-10 07:08:19,878 - mmaction - INFO - Epoch [120][1080/1879] lr: 5.551e-02, eta: 2 days, 15:40:52, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6945, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.5748 2021-07-10 07:08:36,854 - mmaction - INFO - Epoch [120][1100/1879] lr: 5.551e-02, eta: 2 days, 15:40:33, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6723, loss_cls: 2.5308, loss: 2.5308, grad_norm: 2.6263 2021-07-10 07:08:53,961 - mmaction - INFO - Epoch [120][1120/1879] lr: 5.551e-02, eta: 2 days, 15:40:14, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6684, loss_cls: 2.6106, loss: 2.6106, grad_norm: 2.6376 2021-07-10 07:09:10,701 - mmaction - INFO - Epoch [120][1140/1879] lr: 5.551e-02, eta: 2 days, 15:39:55, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6895, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.5625 2021-07-10 07:09:27,676 - mmaction - INFO - Epoch [120][1160/1879] lr: 5.551e-02, eta: 2 days, 15:39:36, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6625, loss_cls: 2.6135, loss: 2.6135, grad_norm: 2.5843 2021-07-10 07:09:44,853 - mmaction - INFO - Epoch [120][1180/1879] lr: 5.551e-02, eta: 2 days, 15:39:17, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6707, loss_cls: 2.4932, loss: 2.4932, grad_norm: 2.5488 2021-07-10 07:10:01,770 - mmaction - INFO - Epoch [120][1200/1879] lr: 5.551e-02, eta: 2 days, 15:38:58, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.6087 2021-07-10 07:10:18,772 - mmaction - INFO - Epoch [120][1220/1879] lr: 5.551e-02, eta: 2 days, 15:38:39, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6797, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.5524 2021-07-10 07:10:35,880 - mmaction - INFO - Epoch [120][1240/1879] lr: 5.551e-02, eta: 2 days, 15:38:21, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6844, loss_cls: 2.4947, loss: 2.4947, grad_norm: 2.5148 2021-07-10 07:10:52,882 - mmaction - INFO - Epoch [120][1260/1879] lr: 5.551e-02, eta: 2 days, 15:38:02, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6859, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.5882 2021-07-10 07:11:09,848 - mmaction - INFO - Epoch [120][1280/1879] lr: 5.551e-02, eta: 2 days, 15:37:43, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.5058, loss: 2.5058, grad_norm: 2.5475 2021-07-10 07:11:27,045 - mmaction - INFO - Epoch [120][1300/1879] lr: 5.551e-02, eta: 2 days, 15:37:24, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.5541 2021-07-10 07:11:43,925 - mmaction - INFO - Epoch [120][1320/1879] lr: 5.551e-02, eta: 2 days, 15:37:05, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6730, loss_cls: 2.5546, loss: 2.5546, grad_norm: 2.5982 2021-07-10 07:12:01,008 - mmaction - INFO - Epoch [120][1340/1879] lr: 5.551e-02, eta: 2 days, 15:36:46, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6613, loss_cls: 2.5862, loss: 2.5862, grad_norm: 2.6057 2021-07-10 07:12:18,067 - mmaction - INFO - Epoch [120][1360/1879] lr: 5.551e-02, eta: 2 days, 15:36:28, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6832, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.5793 2021-07-10 07:12:34,831 - mmaction - INFO - Epoch [120][1380/1879] lr: 5.551e-02, eta: 2 days, 15:36:08, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6773, loss_cls: 2.5562, loss: 2.5562, grad_norm: 2.5637 2021-07-10 07:12:51,745 - mmaction - INFO - Epoch [120][1400/1879] lr: 5.551e-02, eta: 2 days, 15:35:49, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6844, loss_cls: 2.4985, loss: 2.4985, grad_norm: 2.5725 2021-07-10 07:13:08,779 - mmaction - INFO - Epoch [120][1420/1879] lr: 5.551e-02, eta: 2 days, 15:35:31, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6961, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.5629 2021-07-10 07:13:25,783 - mmaction - INFO - Epoch [120][1440/1879] lr: 5.551e-02, eta: 2 days, 15:35:12, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6789, loss_cls: 2.4843, loss: 2.4843, grad_norm: 2.5636 2021-07-10 07:13:42,818 - mmaction - INFO - Epoch [120][1460/1879] lr: 5.551e-02, eta: 2 days, 15:34:53, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6852, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.5004 2021-07-10 07:13:59,920 - mmaction - INFO - Epoch [120][1480/1879] lr: 5.551e-02, eta: 2 days, 15:34:34, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6805, loss_cls: 2.4522, loss: 2.4522, grad_norm: 2.5675 2021-07-10 07:14:17,029 - mmaction - INFO - Epoch [120][1500/1879] lr: 5.551e-02, eta: 2 days, 15:34:15, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6805, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.6161 2021-07-10 07:14:34,112 - mmaction - INFO - Epoch [120][1520/1879] lr: 5.551e-02, eta: 2 days, 15:33:56, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.5515 2021-07-10 07:14:51,223 - mmaction - INFO - Epoch [120][1540/1879] lr: 5.551e-02, eta: 2 days, 15:33:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6910, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.5596 2021-07-10 07:15:08,092 - mmaction - INFO - Epoch [120][1560/1879] lr: 5.551e-02, eta: 2 days, 15:33:19, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6988, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.5993 2021-07-10 07:15:25,184 - mmaction - INFO - Epoch [120][1580/1879] lr: 5.551e-02, eta: 2 days, 15:33:00, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5701, loss: 2.5701, grad_norm: 2.6543 2021-07-10 07:15:42,275 - mmaction - INFO - Epoch [120][1600/1879] lr: 5.551e-02, eta: 2 days, 15:32:41, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6941, loss_cls: 2.4355, loss: 2.4355, grad_norm: 2.5471 2021-07-10 07:15:59,084 - mmaction - INFO - Epoch [120][1620/1879] lr: 5.551e-02, eta: 2 days, 15:32:22, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6711, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.6982 2021-07-10 07:16:16,250 - mmaction - INFO - Epoch [120][1640/1879] lr: 5.551e-02, eta: 2 days, 15:32:03, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6816, loss_cls: 2.5000, loss: 2.5000, grad_norm: 2.5741 2021-07-10 07:16:33,192 - mmaction - INFO - Epoch [120][1660/1879] lr: 5.551e-02, eta: 2 days, 15:31:44, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6648, loss_cls: 2.6050, loss: 2.6050, grad_norm: 2.6174 2021-07-10 07:16:50,000 - mmaction - INFO - Epoch [120][1680/1879] lr: 5.551e-02, eta: 2 days, 15:31:25, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6711, loss_cls: 2.5267, loss: 2.5267, grad_norm: 2.5772 2021-07-10 07:17:07,132 - mmaction - INFO - Epoch [120][1700/1879] lr: 5.551e-02, eta: 2 days, 15:31:06, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6625, loss_cls: 2.6190, loss: 2.6190, grad_norm: 2.5755 2021-07-10 07:17:24,076 - mmaction - INFO - Epoch [120][1720/1879] lr: 5.551e-02, eta: 2 days, 15:30:47, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6937, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.6072 2021-07-10 07:17:41,148 - mmaction - INFO - Epoch [120][1740/1879] lr: 5.551e-02, eta: 2 days, 15:30:29, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6910, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.5965 2021-07-10 07:17:57,998 - mmaction - INFO - Epoch [120][1760/1879] lr: 5.551e-02, eta: 2 days, 15:30:10, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6730, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.6353 2021-07-10 07:18:15,084 - mmaction - INFO - Epoch [120][1780/1879] lr: 5.551e-02, eta: 2 days, 15:29:51, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.6242 2021-07-10 07:18:32,018 - mmaction - INFO - Epoch [120][1800/1879] lr: 5.551e-02, eta: 2 days, 15:29:32, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.5598 2021-07-10 07:18:48,973 - mmaction - INFO - Epoch [120][1820/1879] lr: 5.551e-02, eta: 2 days, 15:29:13, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6598, loss_cls: 2.5792, loss: 2.5792, grad_norm: 2.5163 2021-07-10 07:19:05,776 - mmaction - INFO - Epoch [120][1840/1879] lr: 5.551e-02, eta: 2 days, 15:28:54, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6996, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.5817 2021-07-10 07:19:22,782 - mmaction - INFO - Epoch [120][1860/1879] lr: 5.551e-02, eta: 2 days, 15:28:35, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6805, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.5614 2021-07-10 07:19:41,311 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 07:19:41,316 - mmaction - INFO - 106 BN found 2021-07-10 07:24:08,601 - mmaction - INFO - BN stats updated 2021-07-10 07:26:46,667 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 07:26:47,522 - mmaction - INFO - top1_acc 0.5158 top5_acc 0.7783 2021-07-10 07:26:47,522 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 07:26:47,558 - mmaction - INFO - mean_acc 0.5158 2021-07-10 07:26:47,565 - mmaction - INFO - Saving checkpoint at 120 epochs 2021-07-10 07:26:48,574 - mmaction - INFO - Epoch(val) [120][155] top1_acc: 0.5158, top5_acc: 0.7783, mean_class_accuracy: 0.5158 2021-07-10 07:28:03,266 - mmaction - INFO - Epoch [121][20/1879] lr: 5.490e-02, eta: 2 days, 15:28:45, time: 3.733, data_time: 2.838, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6695, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.6269 2021-07-10 07:28:19,687 - mmaction - INFO - Epoch [121][40/1879] lr: 5.490e-02, eta: 2 days, 15:28:26, time: 0.822, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6875, loss_cls: 2.4240, loss: 2.4240, grad_norm: 2.5182 2021-07-10 07:28:36,203 - mmaction - INFO - Epoch [121][60/1879] lr: 5.490e-02, eta: 2 days, 15:28:06, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6914, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.6142 2021-07-10 07:28:52,823 - mmaction - INFO - Epoch [121][80/1879] lr: 5.490e-02, eta: 2 days, 15:27:47, time: 0.831, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6914, loss_cls: 2.4330, loss: 2.4330, grad_norm: 2.6075 2021-07-10 07:29:09,538 - mmaction - INFO - Epoch [121][100/1879] lr: 5.490e-02, eta: 2 days, 15:27:28, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6898, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.5610 2021-07-10 07:29:26,111 - mmaction - INFO - Epoch [121][120/1879] lr: 5.490e-02, eta: 2 days, 15:27:08, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.6297 2021-07-10 07:29:42,726 - mmaction - INFO - Epoch [121][140/1879] lr: 5.490e-02, eta: 2 days, 15:26:49, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6816, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.6341 2021-07-10 07:29:59,443 - mmaction - INFO - Epoch [121][160/1879] lr: 5.490e-02, eta: 2 days, 15:26:30, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6961, loss_cls: 2.4139, loss: 2.4139, grad_norm: 2.5806 2021-07-10 07:30:16,295 - mmaction - INFO - Epoch [121][180/1879] lr: 5.490e-02, eta: 2 days, 15:26:11, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6762, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.6074 2021-07-10 07:30:33,205 - mmaction - INFO - Epoch [121][200/1879] lr: 5.490e-02, eta: 2 days, 15:25:52, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6793, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.6584 2021-07-10 07:30:50,038 - mmaction - INFO - Epoch [121][220/1879] lr: 5.490e-02, eta: 2 days, 15:25:33, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6937, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.6080 2021-07-10 07:31:06,902 - mmaction - INFO - Epoch [121][240/1879] lr: 5.490e-02, eta: 2 days, 15:25:13, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.5457 2021-07-10 07:31:23,871 - mmaction - INFO - Epoch [121][260/1879] lr: 5.490e-02, eta: 2 days, 15:24:55, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6918, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.5640 2021-07-10 07:31:40,667 - mmaction - INFO - Epoch [121][280/1879] lr: 5.490e-02, eta: 2 days, 15:24:35, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6805, loss_cls: 2.5400, loss: 2.5400, grad_norm: 2.6306 2021-07-10 07:31:57,556 - mmaction - INFO - Epoch [121][300/1879] lr: 5.490e-02, eta: 2 days, 15:24:16, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6738, loss_cls: 2.5004, loss: 2.5004, grad_norm: 2.5832 2021-07-10 07:32:14,707 - mmaction - INFO - Epoch [121][320/1879] lr: 5.490e-02, eta: 2 days, 15:23:58, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6848, loss_cls: 2.4555, loss: 2.4555, grad_norm: 2.5206 2021-07-10 07:32:31,561 - mmaction - INFO - Epoch [121][340/1879] lr: 5.490e-02, eta: 2 days, 15:23:39, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6867, loss_cls: 2.4738, loss: 2.4738, grad_norm: 2.5941 2021-07-10 07:32:48,609 - mmaction - INFO - Epoch [121][360/1879] lr: 5.490e-02, eta: 2 days, 15:23:20, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4223, loss: 2.4223, grad_norm: 2.5502 2021-07-10 07:33:05,643 - mmaction - INFO - Epoch [121][380/1879] lr: 5.490e-02, eta: 2 days, 15:23:01, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6684, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.6358 2021-07-10 07:33:22,623 - mmaction - INFO - Epoch [121][400/1879] lr: 5.490e-02, eta: 2 days, 15:22:42, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6684, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.5880 2021-07-10 07:33:39,770 - mmaction - INFO - Epoch [121][420/1879] lr: 5.490e-02, eta: 2 days, 15:22:23, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6879, loss_cls: 2.4950, loss: 2.4950, grad_norm: 2.5742 2021-07-10 07:33:56,642 - mmaction - INFO - Epoch [121][440/1879] lr: 5.490e-02, eta: 2 days, 15:22:04, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5239, loss: 2.5239, grad_norm: 2.6520 2021-07-10 07:34:13,869 - mmaction - INFO - Epoch [121][460/1879] lr: 5.490e-02, eta: 2 days, 15:21:46, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6840, loss_cls: 2.4735, loss: 2.4735, grad_norm: 2.6110 2021-07-10 07:34:30,895 - mmaction - INFO - Epoch [121][480/1879] lr: 5.490e-02, eta: 2 days, 15:21:27, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6719, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.6472 2021-07-10 07:34:47,845 - mmaction - INFO - Epoch [121][500/1879] lr: 5.490e-02, eta: 2 days, 15:21:08, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7039, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.5066 2021-07-10 07:35:04,999 - mmaction - INFO - Epoch [121][520/1879] lr: 5.490e-02, eta: 2 days, 15:20:49, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6730, loss_cls: 2.5567, loss: 2.5567, grad_norm: 2.6035 2021-07-10 07:35:21,911 - mmaction - INFO - Epoch [121][540/1879] lr: 5.490e-02, eta: 2 days, 15:20:30, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6867, loss_cls: 2.4949, loss: 2.4949, grad_norm: 2.5815 2021-07-10 07:35:39,058 - mmaction - INFO - Epoch [121][560/1879] lr: 5.490e-02, eta: 2 days, 15:20:12, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6969, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.5347 2021-07-10 07:35:56,035 - mmaction - INFO - Epoch [121][580/1879] lr: 5.490e-02, eta: 2 days, 15:19:53, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6762, loss_cls: 2.5309, loss: 2.5309, grad_norm: 2.6520 2021-07-10 07:36:13,171 - mmaction - INFO - Epoch [121][600/1879] lr: 5.490e-02, eta: 2 days, 15:19:34, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6730, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.6419 2021-07-10 07:36:30,327 - mmaction - INFO - Epoch [121][620/1879] lr: 5.490e-02, eta: 2 days, 15:19:15, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6832, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.5917 2021-07-10 07:36:47,280 - mmaction - INFO - Epoch [121][640/1879] lr: 5.490e-02, eta: 2 days, 15:18:56, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6797, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.6058 2021-07-10 07:37:04,288 - mmaction - INFO - Epoch [121][660/1879] lr: 5.490e-02, eta: 2 days, 15:18:37, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.5577 2021-07-10 07:37:21,390 - mmaction - INFO - Epoch [121][680/1879] lr: 5.490e-02, eta: 2 days, 15:18:19, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6738, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.6083 2021-07-10 07:37:38,352 - mmaction - INFO - Epoch [121][700/1879] lr: 5.490e-02, eta: 2 days, 15:18:00, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6801, loss_cls: 2.5402, loss: 2.5402, grad_norm: 2.6613 2021-07-10 07:37:55,516 - mmaction - INFO - Epoch [121][720/1879] lr: 5.490e-02, eta: 2 days, 15:17:41, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6797, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.6646 2021-07-10 07:38:12,473 - mmaction - INFO - Epoch [121][740/1879] lr: 5.490e-02, eta: 2 days, 15:17:22, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6762, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.7415 2021-07-10 07:38:29,562 - mmaction - INFO - Epoch [121][760/1879] lr: 5.490e-02, eta: 2 days, 15:17:03, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6883, loss_cls: 2.5094, loss: 2.5094, grad_norm: 2.6117 2021-07-10 07:38:46,534 - mmaction - INFO - Epoch [121][780/1879] lr: 5.490e-02, eta: 2 days, 15:16:44, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6734, loss_cls: 2.4796, loss: 2.4796, grad_norm: 2.5996 2021-07-10 07:39:03,407 - mmaction - INFO - Epoch [121][800/1879] lr: 5.490e-02, eta: 2 days, 15:16:25, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6840, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.6133 2021-07-10 07:39:20,492 - mmaction - INFO - Epoch [121][820/1879] lr: 5.490e-02, eta: 2 days, 15:16:07, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6879, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.6276 2021-07-10 07:39:37,504 - mmaction - INFO - Epoch [121][840/1879] lr: 5.490e-02, eta: 2 days, 15:15:48, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6746, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.5838 2021-07-10 07:39:54,632 - mmaction - INFO - Epoch [121][860/1879] lr: 5.490e-02, eta: 2 days, 15:15:29, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.5867 2021-07-10 07:40:11,667 - mmaction - INFO - Epoch [121][880/1879] lr: 5.490e-02, eta: 2 days, 15:15:10, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6820, loss_cls: 2.4999, loss: 2.4999, grad_norm: 2.5683 2021-07-10 07:40:28,825 - mmaction - INFO - Epoch [121][900/1879] lr: 5.490e-02, eta: 2 days, 15:14:51, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6727, loss_cls: 2.5268, loss: 2.5268, grad_norm: 2.5677 2021-07-10 07:40:45,661 - mmaction - INFO - Epoch [121][920/1879] lr: 5.490e-02, eta: 2 days, 15:14:32, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6754, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.5809 2021-07-10 07:41:02,693 - mmaction - INFO - Epoch [121][940/1879] lr: 5.490e-02, eta: 2 days, 15:14:13, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.5534 2021-07-10 07:41:19,686 - mmaction - INFO - Epoch [121][960/1879] lr: 5.490e-02, eta: 2 days, 15:13:55, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6734, loss_cls: 2.4850, loss: 2.4850, grad_norm: 2.5463 2021-07-10 07:41:36,894 - mmaction - INFO - Epoch [121][980/1879] lr: 5.490e-02, eta: 2 days, 15:13:36, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.7012, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.5672 2021-07-10 07:41:53,910 - mmaction - INFO - Epoch [121][1000/1879] lr: 5.490e-02, eta: 2 days, 15:13:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6840, loss_cls: 2.4795, loss: 2.4795, grad_norm: 2.5927 2021-07-10 07:42:10,966 - mmaction - INFO - Epoch [121][1020/1879] lr: 5.490e-02, eta: 2 days, 15:12:58, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6844, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.5605 2021-07-10 07:42:27,758 - mmaction - INFO - Epoch [121][1040/1879] lr: 5.490e-02, eta: 2 days, 15:12:39, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6730, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.6017 2021-07-10 07:42:44,772 - mmaction - INFO - Epoch [121][1060/1879] lr: 5.490e-02, eta: 2 days, 15:12:20, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6695, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.6259 2021-07-10 07:43:01,622 - mmaction - INFO - Epoch [121][1080/1879] lr: 5.490e-02, eta: 2 days, 15:12:01, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6758, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.6353 2021-07-10 07:43:18,649 - mmaction - INFO - Epoch [121][1100/1879] lr: 5.490e-02, eta: 2 days, 15:11:42, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6937, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.5749 2021-07-10 07:43:35,687 - mmaction - INFO - Epoch [121][1120/1879] lr: 5.490e-02, eta: 2 days, 15:11:24, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.5891 2021-07-10 07:43:52,630 - mmaction - INFO - Epoch [121][1140/1879] lr: 5.490e-02, eta: 2 days, 15:11:05, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6879, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.5019 2021-07-10 07:44:09,605 - mmaction - INFO - Epoch [121][1160/1879] lr: 5.490e-02, eta: 2 days, 15:10:46, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6781, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.5111 2021-07-10 07:44:26,720 - mmaction - INFO - Epoch [121][1180/1879] lr: 5.490e-02, eta: 2 days, 15:10:27, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6797, loss_cls: 2.5245, loss: 2.5245, grad_norm: 2.5956 2021-07-10 07:44:43,785 - mmaction - INFO - Epoch [121][1200/1879] lr: 5.490e-02, eta: 2 days, 15:10:08, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7016, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.5917 2021-07-10 07:45:00,974 - mmaction - INFO - Epoch [121][1220/1879] lr: 5.490e-02, eta: 2 days, 15:09:50, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6547, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.7063 2021-07-10 07:45:18,029 - mmaction - INFO - Epoch [121][1240/1879] lr: 5.490e-02, eta: 2 days, 15:09:31, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6734, loss_cls: 2.5837, loss: 2.5837, grad_norm: 2.6092 2021-07-10 07:45:35,029 - mmaction - INFO - Epoch [121][1260/1879] lr: 5.490e-02, eta: 2 days, 15:09:12, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6910, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.5880 2021-07-10 07:45:51,998 - mmaction - INFO - Epoch [121][1280/1879] lr: 5.490e-02, eta: 2 days, 15:08:53, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6875, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.5593 2021-07-10 07:46:08,966 - mmaction - INFO - Epoch [121][1300/1879] lr: 5.490e-02, eta: 2 days, 15:08:34, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6730, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.6460 2021-07-10 07:46:25,884 - mmaction - INFO - Epoch [121][1320/1879] lr: 5.490e-02, eta: 2 days, 15:08:15, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6680, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.5745 2021-07-10 07:46:43,026 - mmaction - INFO - Epoch [121][1340/1879] lr: 5.490e-02, eta: 2 days, 15:07:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6859, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.5016 2021-07-10 07:47:00,058 - mmaction - INFO - Epoch [121][1360/1879] lr: 5.490e-02, eta: 2 days, 15:07:38, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6738, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.6353 2021-07-10 07:47:16,989 - mmaction - INFO - Epoch [121][1380/1879] lr: 5.490e-02, eta: 2 days, 15:07:19, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6918, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.5615 2021-07-10 07:47:34,026 - mmaction - INFO - Epoch [121][1400/1879] lr: 5.490e-02, eta: 2 days, 15:07:00, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6801, loss_cls: 2.5560, loss: 2.5560, grad_norm: 2.6300 2021-07-10 07:47:50,960 - mmaction - INFO - Epoch [121][1420/1879] lr: 5.490e-02, eta: 2 days, 15:06:41, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6844, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.5531 2021-07-10 07:48:07,991 - mmaction - INFO - Epoch [121][1440/1879] lr: 5.490e-02, eta: 2 days, 15:06:22, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6895, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.6187 2021-07-10 07:48:24,977 - mmaction - INFO - Epoch [121][1460/1879] lr: 5.490e-02, eta: 2 days, 15:06:03, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6723, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.5953 2021-07-10 07:48:42,000 - mmaction - INFO - Epoch [121][1480/1879] lr: 5.490e-02, eta: 2 days, 15:05:44, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6625, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.6103 2021-07-10 07:48:59,044 - mmaction - INFO - Epoch [121][1500/1879] lr: 5.490e-02, eta: 2 days, 15:05:26, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6844, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.5589 2021-07-10 07:49:16,012 - mmaction - INFO - Epoch [121][1520/1879] lr: 5.490e-02, eta: 2 days, 15:05:07, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6910, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.6121 2021-07-10 07:49:33,075 - mmaction - INFO - Epoch [121][1540/1879] lr: 5.490e-02, eta: 2 days, 15:04:48, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6602, loss_cls: 2.6031, loss: 2.6031, grad_norm: 2.5829 2021-07-10 07:49:50,099 - mmaction - INFO - Epoch [121][1560/1879] lr: 5.490e-02, eta: 2 days, 15:04:29, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6770, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.5823 2021-07-10 07:50:07,044 - mmaction - INFO - Epoch [121][1580/1879] lr: 5.490e-02, eta: 2 days, 15:04:10, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6660, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.5990 2021-07-10 07:50:23,934 - mmaction - INFO - Epoch [121][1600/1879] lr: 5.490e-02, eta: 2 days, 15:03:51, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.6159 2021-07-10 07:50:41,000 - mmaction - INFO - Epoch [121][1620/1879] lr: 5.490e-02, eta: 2 days, 15:03:32, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6680, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.6032 2021-07-10 07:50:57,779 - mmaction - INFO - Epoch [121][1640/1879] lr: 5.490e-02, eta: 2 days, 15:03:13, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6937, loss_cls: 2.4503, loss: 2.4503, grad_norm: 2.6077 2021-07-10 07:51:15,006 - mmaction - INFO - Epoch [121][1660/1879] lr: 5.490e-02, eta: 2 days, 15:02:55, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6910, loss_cls: 2.4277, loss: 2.4277, grad_norm: 2.5741 2021-07-10 07:51:31,807 - mmaction - INFO - Epoch [121][1680/1879] lr: 5.490e-02, eta: 2 days, 15:02:35, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6770, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.6207 2021-07-10 07:51:48,931 - mmaction - INFO - Epoch [121][1700/1879] lr: 5.490e-02, eta: 2 days, 15:02:17, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6777, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.5709 2021-07-10 07:52:05,908 - mmaction - INFO - Epoch [121][1720/1879] lr: 5.490e-02, eta: 2 days, 15:01:58, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.5156, loss: 2.5156, grad_norm: 2.5698 2021-07-10 07:52:23,062 - mmaction - INFO - Epoch [121][1740/1879] lr: 5.490e-02, eta: 2 days, 15:01:39, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6867, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.6404 2021-07-10 07:52:40,101 - mmaction - INFO - Epoch [121][1760/1879] lr: 5.490e-02, eta: 2 days, 15:01:20, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6906, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.5483 2021-07-10 07:52:57,210 - mmaction - INFO - Epoch [121][1780/1879] lr: 5.490e-02, eta: 2 days, 15:01:02, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.5571 2021-07-10 07:53:14,193 - mmaction - INFO - Epoch [121][1800/1879] lr: 5.490e-02, eta: 2 days, 15:00:43, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6922, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.5918 2021-07-10 07:53:30,970 - mmaction - INFO - Epoch [121][1820/1879] lr: 5.490e-02, eta: 2 days, 15:00:24, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6754, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.5546 2021-07-10 07:53:48,034 - mmaction - INFO - Epoch [121][1840/1879] lr: 5.490e-02, eta: 2 days, 15:00:05, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6660, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.6060 2021-07-10 07:54:04,987 - mmaction - INFO - Epoch [121][1860/1879] lr: 5.490e-02, eta: 2 days, 14:59:46, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6789, loss_cls: 2.5399, loss: 2.5399, grad_norm: 2.6530 2021-07-10 07:54:23,442 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 07:54:23,446 - mmaction - INFO - 106 BN found 2021-07-10 07:58:56,768 - mmaction - INFO - BN stats updated 2021-07-10 08:00:09,117 - mmaction - INFO - Epoch [122][20/1879] lr: 5.429e-02, eta: 2 days, 14:59:51, time: 3.516, data_time: 2.663, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6973, loss_cls: 2.4146, loss: 2.4146, grad_norm: 2.5448 2021-07-10 08:00:25,706 - mmaction - INFO - Epoch [122][40/1879] lr: 5.429e-02, eta: 2 days, 14:59:31, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6973, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.6317 2021-07-10 08:00:42,210 - mmaction - INFO - Epoch [122][60/1879] lr: 5.429e-02, eta: 2 days, 14:59:12, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.6381 2021-07-10 08:00:58,696 - mmaction - INFO - Epoch [122][80/1879] lr: 5.429e-02, eta: 2 days, 14:58:52, time: 0.824, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6844, loss_cls: 2.5028, loss: 2.5028, grad_norm: 2.5918 2021-07-10 08:01:15,428 - mmaction - INFO - Epoch [122][100/1879] lr: 5.429e-02, eta: 2 days, 14:58:33, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6836, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.6141 2021-07-10 08:01:31,908 - mmaction - INFO - Epoch [122][120/1879] lr: 5.429e-02, eta: 2 days, 14:58:14, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6758, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.5804 2021-07-10 08:01:48,636 - mmaction - INFO - Epoch [122][140/1879] lr: 5.429e-02, eta: 2 days, 14:57:55, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7020, loss_cls: 2.4060, loss: 2.4060, grad_norm: 2.5984 2021-07-10 08:02:05,469 - mmaction - INFO - Epoch [122][160/1879] lr: 5.429e-02, eta: 2 days, 14:57:36, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4686, loss: 2.4686, grad_norm: 2.6149 2021-07-10 08:02:22,441 - mmaction - INFO - Epoch [122][180/1879] lr: 5.429e-02, eta: 2 days, 14:57:17, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6895, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.5831 2021-07-10 08:02:39,238 - mmaction - INFO - Epoch [122][200/1879] lr: 5.429e-02, eta: 2 days, 14:56:58, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7063, loss_cls: 2.3391, loss: 2.3391, grad_norm: 2.5692 2021-07-10 08:02:56,287 - mmaction - INFO - Epoch [122][220/1879] lr: 5.429e-02, eta: 2 days, 14:56:39, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6711, loss_cls: 2.5269, loss: 2.5269, grad_norm: 2.7044 2021-07-10 08:03:13,312 - mmaction - INFO - Epoch [122][240/1879] lr: 5.429e-02, eta: 2 days, 14:56:20, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6906, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.6625 2021-07-10 08:03:30,341 - mmaction - INFO - Epoch [122][260/1879] lr: 5.429e-02, eta: 2 days, 14:56:01, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6590, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.6921 2021-07-10 08:03:47,258 - mmaction - INFO - Epoch [122][280/1879] lr: 5.429e-02, eta: 2 days, 14:55:42, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6937, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.5146 2021-07-10 08:04:04,291 - mmaction - INFO - Epoch [122][300/1879] lr: 5.429e-02, eta: 2 days, 14:55:23, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6910, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.5765 2021-07-10 08:04:21,283 - mmaction - INFO - Epoch [122][320/1879] lr: 5.429e-02, eta: 2 days, 14:55:04, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6941, loss_cls: 2.4783, loss: 2.4783, grad_norm: 2.6211 2021-07-10 08:04:38,328 - mmaction - INFO - Epoch [122][340/1879] lr: 5.429e-02, eta: 2 days, 14:54:46, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6809, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.6040 2021-07-10 08:04:55,261 - mmaction - INFO - Epoch [122][360/1879] lr: 5.429e-02, eta: 2 days, 14:54:27, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6832, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.5586 2021-07-10 08:05:12,206 - mmaction - INFO - Epoch [122][380/1879] lr: 5.429e-02, eta: 2 days, 14:54:08, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6824, loss_cls: 2.4750, loss: 2.4750, grad_norm: 2.5777 2021-07-10 08:05:29,066 - mmaction - INFO - Epoch [122][400/1879] lr: 5.429e-02, eta: 2 days, 14:53:49, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6797, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.5846 2021-07-10 08:05:46,076 - mmaction - INFO - Epoch [122][420/1879] lr: 5.429e-02, eta: 2 days, 14:53:30, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6844, loss_cls: 2.4969, loss: 2.4969, grad_norm: 2.6361 2021-07-10 08:06:03,054 - mmaction - INFO - Epoch [122][440/1879] lr: 5.429e-02, eta: 2 days, 14:53:11, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6977, loss_cls: 2.4520, loss: 2.4520, grad_norm: 2.6332 2021-07-10 08:06:20,029 - mmaction - INFO - Epoch [122][460/1879] lr: 5.429e-02, eta: 2 days, 14:52:52, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6852, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.6232 2021-07-10 08:06:37,086 - mmaction - INFO - Epoch [122][480/1879] lr: 5.429e-02, eta: 2 days, 14:52:33, time: 0.852, data_time: 0.000, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6789, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.5999 2021-07-10 08:06:54,080 - mmaction - INFO - Epoch [122][500/1879] lr: 5.429e-02, eta: 2 days, 14:52:14, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6797, loss_cls: 2.4995, loss: 2.4995, grad_norm: 2.6003 2021-07-10 08:07:10,935 - mmaction - INFO - Epoch [122][520/1879] lr: 5.429e-02, eta: 2 days, 14:51:55, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6906, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.6447 2021-07-10 08:07:28,001 - mmaction - INFO - Epoch [122][540/1879] lr: 5.429e-02, eta: 2 days, 14:51:37, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6770, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.6525 2021-07-10 08:07:45,050 - mmaction - INFO - Epoch [122][560/1879] lr: 5.429e-02, eta: 2 days, 14:51:18, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6906, loss_cls: 2.4474, loss: 2.4474, grad_norm: 2.5379 2021-07-10 08:08:02,285 - mmaction - INFO - Epoch [122][580/1879] lr: 5.429e-02, eta: 2 days, 14:50:59, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6965, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.5914 2021-07-10 08:08:19,300 - mmaction - INFO - Epoch [122][600/1879] lr: 5.429e-02, eta: 2 days, 14:50:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6805, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.6155 2021-07-10 08:08:36,499 - mmaction - INFO - Epoch [122][620/1879] lr: 5.429e-02, eta: 2 days, 14:50:22, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6773, loss_cls: 2.4648, loss: 2.4648, grad_norm: 2.6263 2021-07-10 08:08:53,550 - mmaction - INFO - Epoch [122][640/1879] lr: 5.429e-02, eta: 2 days, 14:50:03, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6902, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.5800 2021-07-10 08:09:10,804 - mmaction - INFO - Epoch [122][660/1879] lr: 5.429e-02, eta: 2 days, 14:49:44, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6891, loss_cls: 2.4946, loss: 2.4946, grad_norm: 2.5750 2021-07-10 08:09:27,845 - mmaction - INFO - Epoch [122][680/1879] lr: 5.429e-02, eta: 2 days, 14:49:26, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6879, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.6054 2021-07-10 08:09:44,934 - mmaction - INFO - Epoch [122][700/1879] lr: 5.429e-02, eta: 2 days, 14:49:07, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.6223 2021-07-10 08:10:01,918 - mmaction - INFO - Epoch [122][720/1879] lr: 5.429e-02, eta: 2 days, 14:48:48, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.5767 2021-07-10 08:10:19,037 - mmaction - INFO - Epoch [122][740/1879] lr: 5.429e-02, eta: 2 days, 14:48:29, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.5531 2021-07-10 08:10:36,243 - mmaction - INFO - Epoch [122][760/1879] lr: 5.429e-02, eta: 2 days, 14:48:11, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6734, loss_cls: 2.5241, loss: 2.5241, grad_norm: 2.5601 2021-07-10 08:10:53,335 - mmaction - INFO - Epoch [122][780/1879] lr: 5.429e-02, eta: 2 days, 14:47:52, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6828, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.6305 2021-07-10 08:11:10,451 - mmaction - INFO - Epoch [122][800/1879] lr: 5.429e-02, eta: 2 days, 14:47:33, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6820, loss_cls: 2.4935, loss: 2.4935, grad_norm: 2.6639 2021-07-10 08:11:27,541 - mmaction - INFO - Epoch [122][820/1879] lr: 5.429e-02, eta: 2 days, 14:47:14, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6699, loss_cls: 2.5779, loss: 2.5779, grad_norm: 2.6082 2021-07-10 08:11:44,730 - mmaction - INFO - Epoch [122][840/1879] lr: 5.429e-02, eta: 2 days, 14:46:56, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6891, loss_cls: 2.4729, loss: 2.4729, grad_norm: 2.5724 2021-07-10 08:12:01,910 - mmaction - INFO - Epoch [122][860/1879] lr: 5.429e-02, eta: 2 days, 14:46:37, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6707, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.5994 2021-07-10 08:12:19,039 - mmaction - INFO - Epoch [122][880/1879] lr: 5.429e-02, eta: 2 days, 14:46:18, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6895, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.6331 2021-07-10 08:12:36,216 - mmaction - INFO - Epoch [122][900/1879] lr: 5.429e-02, eta: 2 days, 14:46:00, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6816, loss_cls: 2.4970, loss: 2.4970, grad_norm: 2.6059 2021-07-10 08:12:53,347 - mmaction - INFO - Epoch [122][920/1879] lr: 5.429e-02, eta: 2 days, 14:45:41, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6816, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.6390 2021-07-10 08:13:10,560 - mmaction - INFO - Epoch [122][940/1879] lr: 5.429e-02, eta: 2 days, 14:45:22, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6723, loss_cls: 2.5284, loss: 2.5284, grad_norm: 2.5585 2021-07-10 08:13:27,659 - mmaction - INFO - Epoch [122][960/1879] lr: 5.429e-02, eta: 2 days, 14:45:04, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6902, loss_cls: 2.4757, loss: 2.4757, grad_norm: 2.5502 2021-07-10 08:13:44,949 - mmaction - INFO - Epoch [122][980/1879] lr: 5.429e-02, eta: 2 days, 14:44:45, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4734, loss: 2.4734, grad_norm: 2.6504 2021-07-10 08:14:02,051 - mmaction - INFO - Epoch [122][1000/1879] lr: 5.429e-02, eta: 2 days, 14:44:26, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6879, loss_cls: 2.4898, loss: 2.4898, grad_norm: 2.6167 2021-07-10 08:14:18,987 - mmaction - INFO - Epoch [122][1020/1879] lr: 5.429e-02, eta: 2 days, 14:44:07, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.6733 2021-07-10 08:14:36,264 - mmaction - INFO - Epoch [122][1040/1879] lr: 5.429e-02, eta: 2 days, 14:43:49, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6863, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.6107 2021-07-10 08:14:53,212 - mmaction - INFO - Epoch [122][1060/1879] lr: 5.429e-02, eta: 2 days, 14:43:30, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6902, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.6317 2021-07-10 08:15:10,227 - mmaction - INFO - Epoch [122][1080/1879] lr: 5.429e-02, eta: 2 days, 14:43:11, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6770, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.5371 2021-07-10 08:15:27,238 - mmaction - INFO - Epoch [122][1100/1879] lr: 5.429e-02, eta: 2 days, 14:42:52, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6844, loss_cls: 2.4817, loss: 2.4817, grad_norm: 2.6063 2021-07-10 08:15:44,324 - mmaction - INFO - Epoch [122][1120/1879] lr: 5.429e-02, eta: 2 days, 14:42:34, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.6406 2021-07-10 08:16:01,528 - mmaction - INFO - Epoch [122][1140/1879] lr: 5.429e-02, eta: 2 days, 14:42:15, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6730, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.6081 2021-07-10 08:16:18,546 - mmaction - INFO - Epoch [122][1160/1879] lr: 5.429e-02, eta: 2 days, 14:41:56, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6824, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.5696 2021-07-10 08:16:35,689 - mmaction - INFO - Epoch [122][1180/1879] lr: 5.429e-02, eta: 2 days, 14:41:37, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6813, loss_cls: 2.5340, loss: 2.5340, grad_norm: 2.6230 2021-07-10 08:16:52,887 - mmaction - INFO - Epoch [122][1200/1879] lr: 5.429e-02, eta: 2 days, 14:41:19, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.7008, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.6331 2021-07-10 08:17:09,914 - mmaction - INFO - Epoch [122][1220/1879] lr: 5.429e-02, eta: 2 days, 14:41:00, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6832, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.6060 2021-07-10 08:17:26,844 - mmaction - INFO - Epoch [122][1240/1879] lr: 5.429e-02, eta: 2 days, 14:40:41, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.5549 2021-07-10 08:17:43,899 - mmaction - INFO - Epoch [122][1260/1879] lr: 5.429e-02, eta: 2 days, 14:40:22, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6840, loss_cls: 2.4809, loss: 2.4809, grad_norm: 2.6162 2021-07-10 08:18:00,877 - mmaction - INFO - Epoch [122][1280/1879] lr: 5.429e-02, eta: 2 days, 14:40:03, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6766, loss_cls: 2.5034, loss: 2.5034, grad_norm: 2.6020 2021-07-10 08:18:17,959 - mmaction - INFO - Epoch [122][1300/1879] lr: 5.429e-02, eta: 2 days, 14:39:45, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6809, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.5138 2021-07-10 08:18:34,995 - mmaction - INFO - Epoch [122][1320/1879] lr: 5.429e-02, eta: 2 days, 14:39:26, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6855, loss_cls: 2.4941, loss: 2.4941, grad_norm: 2.6357 2021-07-10 08:18:52,076 - mmaction - INFO - Epoch [122][1340/1879] lr: 5.429e-02, eta: 2 days, 14:39:07, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6871, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.5903 2021-07-10 08:19:09,115 - mmaction - INFO - Epoch [122][1360/1879] lr: 5.429e-02, eta: 2 days, 14:38:48, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6535, loss_cls: 2.6299, loss: 2.6299, grad_norm: 2.7107 2021-07-10 08:19:26,370 - mmaction - INFO - Epoch [122][1380/1879] lr: 5.429e-02, eta: 2 days, 14:38:30, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6891, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.6110 2021-07-10 08:19:43,488 - mmaction - INFO - Epoch [122][1400/1879] lr: 5.429e-02, eta: 2 days, 14:38:11, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6738, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.6229 2021-07-10 08:20:00,644 - mmaction - INFO - Epoch [122][1420/1879] lr: 5.429e-02, eta: 2 days, 14:37:52, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6844, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.5877 2021-07-10 08:20:17,988 - mmaction - INFO - Epoch [122][1440/1879] lr: 5.429e-02, eta: 2 days, 14:37:34, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6711, loss_cls: 2.5740, loss: 2.5740, grad_norm: 2.6573 2021-07-10 08:20:35,132 - mmaction - INFO - Epoch [122][1460/1879] lr: 5.429e-02, eta: 2 days, 14:37:15, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.6097 2021-07-10 08:20:52,458 - mmaction - INFO - Epoch [122][1480/1879] lr: 5.429e-02, eta: 2 days, 14:36:57, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.6065 2021-07-10 08:21:09,505 - mmaction - INFO - Epoch [122][1500/1879] lr: 5.429e-02, eta: 2 days, 14:36:38, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6730, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.5699 2021-07-10 08:21:26,660 - mmaction - INFO - Epoch [122][1520/1879] lr: 5.429e-02, eta: 2 days, 14:36:19, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6602, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.6634 2021-07-10 08:21:43,877 - mmaction - INFO - Epoch [122][1540/1879] lr: 5.429e-02, eta: 2 days, 14:36:01, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6988, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.5717 2021-07-10 08:22:00,905 - mmaction - INFO - Epoch [122][1560/1879] lr: 5.429e-02, eta: 2 days, 14:35:42, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.6326 2021-07-10 08:22:17,991 - mmaction - INFO - Epoch [122][1580/1879] lr: 5.429e-02, eta: 2 days, 14:35:23, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.5950 2021-07-10 08:22:35,270 - mmaction - INFO - Epoch [122][1600/1879] lr: 5.429e-02, eta: 2 days, 14:35:05, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6816, loss_cls: 2.5489, loss: 2.5489, grad_norm: 2.6406 2021-07-10 08:22:52,350 - mmaction - INFO - Epoch [122][1620/1879] lr: 5.429e-02, eta: 2 days, 14:34:46, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6898, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.5606 2021-07-10 08:23:09,526 - mmaction - INFO - Epoch [122][1640/1879] lr: 5.429e-02, eta: 2 days, 14:34:27, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7090, loss_cls: 2.4038, loss: 2.4038, grad_norm: 2.5803 2021-07-10 08:23:26,557 - mmaction - INFO - Epoch [122][1660/1879] lr: 5.429e-02, eta: 2 days, 14:34:08, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.5269, loss: 2.5269, grad_norm: 2.6159 2021-07-10 08:23:43,705 - mmaction - INFO - Epoch [122][1680/1879] lr: 5.429e-02, eta: 2 days, 14:33:50, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.6461 2021-07-10 08:24:00,719 - mmaction - INFO - Epoch [122][1700/1879] lr: 5.429e-02, eta: 2 days, 14:33:31, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.7000, loss_cls: 2.4576, loss: 2.4576, grad_norm: 2.5822 2021-07-10 08:24:17,904 - mmaction - INFO - Epoch [122][1720/1879] lr: 5.429e-02, eta: 2 days, 14:33:12, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6762, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.6215 2021-07-10 08:24:35,060 - mmaction - INFO - Epoch [122][1740/1879] lr: 5.429e-02, eta: 2 days, 14:32:54, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.7027, loss_cls: 2.4166, loss: 2.4166, grad_norm: 2.5691 2021-07-10 08:24:52,080 - mmaction - INFO - Epoch [122][1760/1879] lr: 5.429e-02, eta: 2 days, 14:32:35, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6883, loss_cls: 2.4446, loss: 2.4446, grad_norm: 2.6318 2021-07-10 08:25:09,153 - mmaction - INFO - Epoch [122][1780/1879] lr: 5.429e-02, eta: 2 days, 14:32:16, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6844, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.5587 2021-07-10 08:25:26,220 - mmaction - INFO - Epoch [122][1800/1879] lr: 5.429e-02, eta: 2 days, 14:31:57, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6840, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.6096 2021-07-10 08:25:43,445 - mmaction - INFO - Epoch [122][1820/1879] lr: 5.429e-02, eta: 2 days, 14:31:39, time: 0.861, data_time: 0.000, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.5833 2021-07-10 08:26:00,782 - mmaction - INFO - Epoch [122][1840/1879] lr: 5.429e-02, eta: 2 days, 14:31:20, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6855, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.5526 2021-07-10 08:26:17,707 - mmaction - INFO - Epoch [122][1860/1879] lr: 5.429e-02, eta: 2 days, 14:31:01, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.5807 2021-07-10 08:26:36,190 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 08:26:36,194 - mmaction - INFO - 106 BN found 2021-07-10 08:31:08,322 - mmaction - INFO - BN stats updated 2021-07-10 08:32:23,111 - mmaction - INFO - Epoch [123][20/1879] lr: 5.368e-02, eta: 2 days, 14:31:08, time: 3.637, data_time: 2.606, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6867, loss_cls: 2.4528, loss: 2.4528, grad_norm: 2.5864 2021-07-10 08:32:39,624 - mmaction - INFO - Epoch [123][40/1879] lr: 5.368e-02, eta: 2 days, 14:30:49, time: 0.826, data_time: 0.008, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6898, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.5946 2021-07-10 08:32:56,202 - mmaction - INFO - Epoch [123][60/1879] lr: 5.368e-02, eta: 2 days, 14:30:29, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6883, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.5537 2021-07-10 08:33:12,753 - mmaction - INFO - Epoch [123][80/1879] lr: 5.368e-02, eta: 2 days, 14:30:10, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7000, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.5697 2021-07-10 08:33:29,348 - mmaction - INFO - Epoch [123][100/1879] lr: 5.368e-02, eta: 2 days, 14:29:51, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6805, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.6536 2021-07-10 08:33:45,932 - mmaction - INFO - Epoch [123][120/1879] lr: 5.368e-02, eta: 2 days, 14:29:31, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6988, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.6445 2021-07-10 08:34:02,656 - mmaction - INFO - Epoch [123][140/1879] lr: 5.368e-02, eta: 2 days, 14:29:12, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6863, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.6443 2021-07-10 08:34:19,469 - mmaction - INFO - Epoch [123][160/1879] lr: 5.368e-02, eta: 2 days, 14:28:53, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6918, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.5980 2021-07-10 08:34:36,356 - mmaction - INFO - Epoch [123][180/1879] lr: 5.368e-02, eta: 2 days, 14:28:34, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6785, loss_cls: 2.5044, loss: 2.5044, grad_norm: 2.6262 2021-07-10 08:34:53,260 - mmaction - INFO - Epoch [123][200/1879] lr: 5.368e-02, eta: 2 days, 14:28:15, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6824, loss_cls: 2.4768, loss: 2.4768, grad_norm: 2.6259 2021-07-10 08:35:10,094 - mmaction - INFO - Epoch [123][220/1879] lr: 5.368e-02, eta: 2 days, 14:27:56, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7031, loss_cls: 2.3912, loss: 2.3912, grad_norm: 2.6446 2021-07-10 08:35:27,012 - mmaction - INFO - Epoch [123][240/1879] lr: 5.368e-02, eta: 2 days, 14:27:37, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.4888, loss: 2.4888, grad_norm: 2.6213 2021-07-10 08:35:43,987 - mmaction - INFO - Epoch [123][260/1879] lr: 5.368e-02, eta: 2 days, 14:27:18, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7027, loss_cls: 2.3842, loss: 2.3842, grad_norm: 2.5615 2021-07-10 08:36:01,006 - mmaction - INFO - Epoch [123][280/1879] lr: 5.368e-02, eta: 2 days, 14:27:00, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6848, loss_cls: 2.4651, loss: 2.4651, grad_norm: 2.6087 2021-07-10 08:36:17,921 - mmaction - INFO - Epoch [123][300/1879] lr: 5.368e-02, eta: 2 days, 14:26:41, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6910, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.6308 2021-07-10 08:36:35,014 - mmaction - INFO - Epoch [123][320/1879] lr: 5.368e-02, eta: 2 days, 14:26:22, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.4874, loss: 2.4874, grad_norm: 2.6096 2021-07-10 08:36:51,913 - mmaction - INFO - Epoch [123][340/1879] lr: 5.368e-02, eta: 2 days, 14:26:03, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6918, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.5889 2021-07-10 08:37:09,090 - mmaction - INFO - Epoch [123][360/1879] lr: 5.368e-02, eta: 2 days, 14:25:44, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6988, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.6339 2021-07-10 08:37:26,032 - mmaction - INFO - Epoch [123][380/1879] lr: 5.368e-02, eta: 2 days, 14:25:25, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6793, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.6354 2021-07-10 08:37:42,870 - mmaction - INFO - Epoch [123][400/1879] lr: 5.368e-02, eta: 2 days, 14:25:06, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.4787, loss: 2.4787, grad_norm: 2.6255 2021-07-10 08:37:59,901 - mmaction - INFO - Epoch [123][420/1879] lr: 5.368e-02, eta: 2 days, 14:24:48, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6793, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.6875 2021-07-10 08:38:16,848 - mmaction - INFO - Epoch [123][440/1879] lr: 5.368e-02, eta: 2 days, 14:24:29, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6902, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.6800 2021-07-10 08:38:33,806 - mmaction - INFO - Epoch [123][460/1879] lr: 5.368e-02, eta: 2 days, 14:24:10, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5288, loss: 2.5288, grad_norm: 2.6551 2021-07-10 08:38:50,809 - mmaction - INFO - Epoch [123][480/1879] lr: 5.368e-02, eta: 2 days, 14:23:51, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6781, loss_cls: 2.5230, loss: 2.5230, grad_norm: 2.6300 2021-07-10 08:39:07,942 - mmaction - INFO - Epoch [123][500/1879] lr: 5.368e-02, eta: 2 days, 14:23:32, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6922, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.5451 2021-07-10 08:39:24,717 - mmaction - INFO - Epoch [123][520/1879] lr: 5.368e-02, eta: 2 days, 14:23:13, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6652, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.5933 2021-07-10 08:39:41,942 - mmaction - INFO - Epoch [123][540/1879] lr: 5.368e-02, eta: 2 days, 14:22:55, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.4337, loss: 2.4337, grad_norm: 2.6569 2021-07-10 08:39:58,887 - mmaction - INFO - Epoch [123][560/1879] lr: 5.368e-02, eta: 2 days, 14:22:36, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.4981, loss: 2.4981, grad_norm: 2.6543 2021-07-10 08:40:15,821 - mmaction - INFO - Epoch [123][580/1879] lr: 5.368e-02, eta: 2 days, 14:22:17, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6750, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.6525 2021-07-10 08:40:32,818 - mmaction - INFO - Epoch [123][600/1879] lr: 5.368e-02, eta: 2 days, 14:21:58, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6617, loss_cls: 2.6136, loss: 2.6136, grad_norm: 2.6673 2021-07-10 08:40:49,887 - mmaction - INFO - Epoch [123][620/1879] lr: 5.368e-02, eta: 2 days, 14:21:39, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6910, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.5638 2021-07-10 08:41:06,968 - mmaction - INFO - Epoch [123][640/1879] lr: 5.368e-02, eta: 2 days, 14:21:20, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6934, loss_cls: 2.4296, loss: 2.4296, grad_norm: 2.5968 2021-07-10 08:41:23,947 - mmaction - INFO - Epoch [123][660/1879] lr: 5.368e-02, eta: 2 days, 14:21:02, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6918, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.5764 2021-07-10 08:41:41,083 - mmaction - INFO - Epoch [123][680/1879] lr: 5.368e-02, eta: 2 days, 14:20:43, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6809, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.6718 2021-07-10 08:41:58,019 - mmaction - INFO - Epoch [123][700/1879] lr: 5.368e-02, eta: 2 days, 14:20:24, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6777, loss_cls: 2.4937, loss: 2.4937, grad_norm: 2.6005 2021-07-10 08:42:15,013 - mmaction - INFO - Epoch [123][720/1879] lr: 5.368e-02, eta: 2 days, 14:20:05, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6711, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.6692 2021-07-10 08:42:32,269 - mmaction - INFO - Epoch [123][740/1879] lr: 5.368e-02, eta: 2 days, 14:19:47, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6965, loss_cls: 2.4665, loss: 2.4665, grad_norm: 2.6724 2021-07-10 08:42:49,354 - mmaction - INFO - Epoch [123][760/1879] lr: 5.368e-02, eta: 2 days, 14:19:28, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6949, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.5901 2021-07-10 08:43:06,532 - mmaction - INFO - Epoch [123][780/1879] lr: 5.368e-02, eta: 2 days, 14:19:09, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.6308 2021-07-10 08:43:23,614 - mmaction - INFO - Epoch [123][800/1879] lr: 5.368e-02, eta: 2 days, 14:18:51, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.6228 2021-07-10 08:43:40,651 - mmaction - INFO - Epoch [123][820/1879] lr: 5.368e-02, eta: 2 days, 14:18:32, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6859, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.5965 2021-07-10 08:43:57,753 - mmaction - INFO - Epoch [123][840/1879] lr: 5.368e-02, eta: 2 days, 14:18:13, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6785, loss_cls: 2.4894, loss: 2.4894, grad_norm: 2.6691 2021-07-10 08:44:14,821 - mmaction - INFO - Epoch [123][860/1879] lr: 5.368e-02, eta: 2 days, 14:17:54, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6883, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.5774 2021-07-10 08:44:31,979 - mmaction - INFO - Epoch [123][880/1879] lr: 5.368e-02, eta: 2 days, 14:17:36, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6902, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.6035 2021-07-10 08:44:48,947 - mmaction - INFO - Epoch [123][900/1879] lr: 5.368e-02, eta: 2 days, 14:17:17, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6785, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.6058 2021-07-10 08:45:06,153 - mmaction - INFO - Epoch [123][920/1879] lr: 5.368e-02, eta: 2 days, 14:16:58, time: 0.858, data_time: 0.000, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6914, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.6004 2021-07-10 08:45:23,164 - mmaction - INFO - Epoch [123][940/1879] lr: 5.368e-02, eta: 2 days, 14:16:39, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6793, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.6392 2021-07-10 08:45:40,181 - mmaction - INFO - Epoch [123][960/1879] lr: 5.368e-02, eta: 2 days, 14:16:20, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7020, loss_cls: 2.3864, loss: 2.3864, grad_norm: 2.5744 2021-07-10 08:45:57,409 - mmaction - INFO - Epoch [123][980/1879] lr: 5.368e-02, eta: 2 days, 14:16:02, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6891, loss_cls: 2.4641, loss: 2.4641, grad_norm: 2.5991 2021-07-10 08:46:14,569 - mmaction - INFO - Epoch [123][1000/1879] lr: 5.368e-02, eta: 2 days, 14:15:43, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6855, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.6856 2021-07-10 08:46:31,611 - mmaction - INFO - Epoch [123][1020/1879] lr: 5.368e-02, eta: 2 days, 14:15:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6668, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.6337 2021-07-10 08:46:48,591 - mmaction - INFO - Epoch [123][1040/1879] lr: 5.368e-02, eta: 2 days, 14:15:06, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6828, loss_cls: 2.5111, loss: 2.5111, grad_norm: 2.6805 2021-07-10 08:47:05,568 - mmaction - INFO - Epoch [123][1060/1879] lr: 5.368e-02, eta: 2 days, 14:14:47, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6664, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.6390 2021-07-10 08:47:22,611 - mmaction - INFO - Epoch [123][1080/1879] lr: 5.368e-02, eta: 2 days, 14:14:28, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6910, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.6141 2021-07-10 08:47:39,465 - mmaction - INFO - Epoch [123][1100/1879] lr: 5.368e-02, eta: 2 days, 14:14:09, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.5893 2021-07-10 08:47:56,550 - mmaction - INFO - Epoch [123][1120/1879] lr: 5.368e-02, eta: 2 days, 14:13:50, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6879, loss_cls: 2.4796, loss: 2.4796, grad_norm: 2.5636 2021-07-10 08:48:13,601 - mmaction - INFO - Epoch [123][1140/1879] lr: 5.368e-02, eta: 2 days, 14:13:31, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6011, loss: 2.6011, grad_norm: 2.6651 2021-07-10 08:48:30,654 - mmaction - INFO - Epoch [123][1160/1879] lr: 5.368e-02, eta: 2 days, 14:13:13, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4750, loss: 2.4750, grad_norm: 2.5847 2021-07-10 08:48:47,809 - mmaction - INFO - Epoch [123][1180/1879] lr: 5.368e-02, eta: 2 days, 14:12:54, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6879, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.6301 2021-07-10 08:49:04,862 - mmaction - INFO - Epoch [123][1200/1879] lr: 5.368e-02, eta: 2 days, 14:12:35, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6809, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.6493 2021-07-10 08:49:21,709 - mmaction - INFO - Epoch [123][1220/1879] lr: 5.368e-02, eta: 2 days, 14:12:16, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6777, loss_cls: 2.5118, loss: 2.5118, grad_norm: 2.6883 2021-07-10 08:49:38,663 - mmaction - INFO - Epoch [123][1240/1879] lr: 5.368e-02, eta: 2 days, 14:11:57, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6781, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.5980 2021-07-10 08:49:55,725 - mmaction - INFO - Epoch [123][1260/1879] lr: 5.368e-02, eta: 2 days, 14:11:39, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4860, loss: 2.4860, grad_norm: 2.6016 2021-07-10 08:50:12,873 - mmaction - INFO - Epoch [123][1280/1879] lr: 5.368e-02, eta: 2 days, 14:11:20, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6727, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.6420 2021-07-10 08:50:29,906 - mmaction - INFO - Epoch [123][1300/1879] lr: 5.368e-02, eta: 2 days, 14:11:01, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6793, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.6673 2021-07-10 08:50:46,958 - mmaction - INFO - Epoch [123][1320/1879] lr: 5.368e-02, eta: 2 days, 14:10:42, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6840, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.6353 2021-07-10 08:51:04,094 - mmaction - INFO - Epoch [123][1340/1879] lr: 5.368e-02, eta: 2 days, 14:10:24, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6770, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.6605 2021-07-10 08:51:21,111 - mmaction - INFO - Epoch [123][1360/1879] lr: 5.368e-02, eta: 2 days, 14:10:05, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.6315 2021-07-10 08:51:38,138 - mmaction - INFO - Epoch [123][1380/1879] lr: 5.368e-02, eta: 2 days, 14:09:46, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7113, loss_cls: 2.3439, loss: 2.3439, grad_norm: 2.6115 2021-07-10 08:51:55,140 - mmaction - INFO - Epoch [123][1400/1879] lr: 5.368e-02, eta: 2 days, 14:09:27, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6930, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.6723 2021-07-10 08:52:12,040 - mmaction - INFO - Epoch [123][1420/1879] lr: 5.368e-02, eta: 2 days, 14:09:08, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6902, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.6163 2021-07-10 08:52:29,138 - mmaction - INFO - Epoch [123][1440/1879] lr: 5.368e-02, eta: 2 days, 14:08:50, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6801, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.7078 2021-07-10 08:52:46,130 - mmaction - INFO - Epoch [123][1460/1879] lr: 5.368e-02, eta: 2 days, 14:08:31, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6676, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.6614 2021-07-10 08:53:03,146 - mmaction - INFO - Epoch [123][1480/1879] lr: 5.368e-02, eta: 2 days, 14:08:12, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6906, loss_cls: 2.5272, loss: 2.5272, grad_norm: 2.5907 2021-07-10 08:53:20,195 - mmaction - INFO - Epoch [123][1500/1879] lr: 5.368e-02, eta: 2 days, 14:07:53, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6891, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.5706 2021-07-10 08:53:37,112 - mmaction - INFO - Epoch [123][1520/1879] lr: 5.368e-02, eta: 2 days, 14:07:34, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6848, loss_cls: 2.5055, loss: 2.5055, grad_norm: 2.6195 2021-07-10 08:53:54,178 - mmaction - INFO - Epoch [123][1540/1879] lr: 5.368e-02, eta: 2 days, 14:07:16, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6855, loss_cls: 2.4944, loss: 2.4944, grad_norm: 2.6201 2021-07-10 08:54:11,282 - mmaction - INFO - Epoch [123][1560/1879] lr: 5.368e-02, eta: 2 days, 14:06:57, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6895, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.5934 2021-07-10 08:54:28,286 - mmaction - INFO - Epoch [123][1580/1879] lr: 5.368e-02, eta: 2 days, 14:06:38, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6820, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.5283 2021-07-10 08:54:45,392 - mmaction - INFO - Epoch [123][1600/1879] lr: 5.368e-02, eta: 2 days, 14:06:19, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6699, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.6450 2021-07-10 08:55:02,444 - mmaction - INFO - Epoch [123][1620/1879] lr: 5.368e-02, eta: 2 days, 14:06:01, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6789, loss_cls: 2.5069, loss: 2.5069, grad_norm: 2.5601 2021-07-10 08:55:19,576 - mmaction - INFO - Epoch [123][1640/1879] lr: 5.368e-02, eta: 2 days, 14:05:42, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6832, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.5937 2021-07-10 08:55:36,594 - mmaction - INFO - Epoch [123][1660/1879] lr: 5.368e-02, eta: 2 days, 14:05:23, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6871, loss_cls: 2.4682, loss: 2.4682, grad_norm: 2.5922 2021-07-10 08:55:53,635 - mmaction - INFO - Epoch [123][1680/1879] lr: 5.368e-02, eta: 2 days, 14:05:04, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6844, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.6455 2021-07-10 08:56:10,774 - mmaction - INFO - Epoch [123][1700/1879] lr: 5.368e-02, eta: 2 days, 14:04:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6676, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.6578 2021-07-10 08:56:27,627 - mmaction - INFO - Epoch [123][1720/1879] lr: 5.368e-02, eta: 2 days, 14:04:27, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6828, loss_cls: 2.5178, loss: 2.5178, grad_norm: 2.6131 2021-07-10 08:56:44,732 - mmaction - INFO - Epoch [123][1740/1879] lr: 5.368e-02, eta: 2 days, 14:04:08, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7004, loss_cls: 2.4458, loss: 2.4458, grad_norm: 2.5661 2021-07-10 08:57:01,625 - mmaction - INFO - Epoch [123][1760/1879] lr: 5.368e-02, eta: 2 days, 14:03:49, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6758, loss_cls: 2.5453, loss: 2.5453, grad_norm: 2.6582 2021-07-10 08:57:18,498 - mmaction - INFO - Epoch [123][1780/1879] lr: 5.368e-02, eta: 2 days, 14:03:30, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6855, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.6667 2021-07-10 08:57:35,500 - mmaction - INFO - Epoch [123][1800/1879] lr: 5.368e-02, eta: 2 days, 14:03:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6898, loss_cls: 2.4607, loss: 2.4607, grad_norm: 2.6122 2021-07-10 08:57:52,529 - mmaction - INFO - Epoch [123][1820/1879] lr: 5.368e-02, eta: 2 days, 14:02:53, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6832, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.5765 2021-07-10 08:58:09,525 - mmaction - INFO - Epoch [123][1840/1879] lr: 5.368e-02, eta: 2 days, 14:02:34, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6816, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.6431 2021-07-10 08:58:26,581 - mmaction - INFO - Epoch [123][1860/1879] lr: 5.368e-02, eta: 2 days, 14:02:15, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6930, loss_cls: 2.4681, loss: 2.4681, grad_norm: 2.6283 2021-07-10 08:58:45,017 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 08:58:45,021 - mmaction - INFO - 106 BN found 2021-07-10 09:03:23,437 - mmaction - INFO - BN stats updated 2021-07-10 09:04:34,241 - mmaction - INFO - Epoch [124][20/1879] lr: 5.307e-02, eta: 2 days, 14:02:17, time: 3.438, data_time: 2.626, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6887, loss_cls: 2.5000, loss: 2.5000, grad_norm: 2.6157 2021-07-10 09:04:50,792 - mmaction - INFO - Epoch [124][40/1879] lr: 5.307e-02, eta: 2 days, 14:01:58, time: 0.829, data_time: 0.007, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6988, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.6181 2021-07-10 09:05:07,309 - mmaction - INFO - Epoch [124][60/1879] lr: 5.307e-02, eta: 2 days, 14:01:38, time: 0.824, data_time: 0.002, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.4950, loss: 2.4950, grad_norm: 2.6210 2021-07-10 09:05:23,919 - mmaction - INFO - Epoch [124][80/1879] lr: 5.307e-02, eta: 2 days, 14:01:19, time: 0.830, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6723, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.6860 2021-07-10 09:05:40,687 - mmaction - INFO - Epoch [124][100/1879] lr: 5.307e-02, eta: 2 days, 14:01:00, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6754, loss_cls: 2.5265, loss: 2.5265, grad_norm: 2.5972 2021-07-10 09:05:57,448 - mmaction - INFO - Epoch [124][120/1879] lr: 5.307e-02, eta: 2 days, 14:00:41, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6836, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.5657 2021-07-10 09:06:14,081 - mmaction - INFO - Epoch [124][140/1879] lr: 5.307e-02, eta: 2 days, 14:00:22, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.6430 2021-07-10 09:06:30,859 - mmaction - INFO - Epoch [124][160/1879] lr: 5.307e-02, eta: 2 days, 14:00:02, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6809, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.6709 2021-07-10 09:06:47,815 - mmaction - INFO - Epoch [124][180/1879] lr: 5.307e-02, eta: 2 days, 13:59:44, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6875, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.6282 2021-07-10 09:07:04,686 - mmaction - INFO - Epoch [124][200/1879] lr: 5.307e-02, eta: 2 days, 13:59:25, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6754, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.6743 2021-07-10 09:07:21,594 - mmaction - INFO - Epoch [124][220/1879] lr: 5.307e-02, eta: 2 days, 13:59:06, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6855, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.6529 2021-07-10 09:07:38,627 - mmaction - INFO - Epoch [124][240/1879] lr: 5.307e-02, eta: 2 days, 13:58:47, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6867, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.5754 2021-07-10 09:07:55,557 - mmaction - INFO - Epoch [124][260/1879] lr: 5.307e-02, eta: 2 days, 13:58:28, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.4855, loss: 2.4855, grad_norm: 2.6723 2021-07-10 09:08:12,644 - mmaction - INFO - Epoch [124][280/1879] lr: 5.307e-02, eta: 2 days, 13:58:09, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7027, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.5460 2021-07-10 09:08:29,543 - mmaction - INFO - Epoch [124][300/1879] lr: 5.307e-02, eta: 2 days, 13:57:50, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6984, loss_cls: 2.4355, loss: 2.4355, grad_norm: 2.6536 2021-07-10 09:08:46,576 - mmaction - INFO - Epoch [124][320/1879] lr: 5.307e-02, eta: 2 days, 13:57:32, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6926, loss_cls: 2.4254, loss: 2.4254, grad_norm: 2.5895 2021-07-10 09:09:03,561 - mmaction - INFO - Epoch [124][340/1879] lr: 5.307e-02, eta: 2 days, 13:57:13, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6738, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.7048 2021-07-10 09:09:20,743 - mmaction - INFO - Epoch [124][360/1879] lr: 5.307e-02, eta: 2 days, 13:56:54, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.6299 2021-07-10 09:09:37,875 - mmaction - INFO - Epoch [124][380/1879] lr: 5.307e-02, eta: 2 days, 13:56:36, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6875, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.6432 2021-07-10 09:09:54,868 - mmaction - INFO - Epoch [124][400/1879] lr: 5.307e-02, eta: 2 days, 13:56:17, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6699, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.6831 2021-07-10 09:10:11,874 - mmaction - INFO - Epoch [124][420/1879] lr: 5.307e-02, eta: 2 days, 13:55:58, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6762, loss_cls: 2.5330, loss: 2.5330, grad_norm: 2.6662 2021-07-10 09:10:28,947 - mmaction - INFO - Epoch [124][440/1879] lr: 5.307e-02, eta: 2 days, 13:55:39, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6828, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.6399 2021-07-10 09:10:45,920 - mmaction - INFO - Epoch [124][460/1879] lr: 5.307e-02, eta: 2 days, 13:55:20, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6871, loss_cls: 2.4733, loss: 2.4733, grad_norm: 2.5861 2021-07-10 09:11:02,868 - mmaction - INFO - Epoch [124][480/1879] lr: 5.307e-02, eta: 2 days, 13:55:01, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6832, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.5941 2021-07-10 09:11:19,907 - mmaction - INFO - Epoch [124][500/1879] lr: 5.307e-02, eta: 2 days, 13:54:43, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6809, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.5689 2021-07-10 09:11:36,922 - mmaction - INFO - Epoch [124][520/1879] lr: 5.307e-02, eta: 2 days, 13:54:24, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7031, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.6175 2021-07-10 09:11:53,977 - mmaction - INFO - Epoch [124][540/1879] lr: 5.307e-02, eta: 2 days, 13:54:05, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6809, loss_cls: 2.4948, loss: 2.4948, grad_norm: 2.6517 2021-07-10 09:12:11,046 - mmaction - INFO - Epoch [124][560/1879] lr: 5.307e-02, eta: 2 days, 13:53:46, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6988, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.6465 2021-07-10 09:12:28,086 - mmaction - INFO - Epoch [124][580/1879] lr: 5.307e-02, eta: 2 days, 13:53:28, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6910, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.5404 2021-07-10 09:12:44,983 - mmaction - INFO - Epoch [124][600/1879] lr: 5.307e-02, eta: 2 days, 13:53:09, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6785, loss_cls: 2.5163, loss: 2.5163, grad_norm: 2.6160 2021-07-10 09:13:02,090 - mmaction - INFO - Epoch [124][620/1879] lr: 5.307e-02, eta: 2 days, 13:52:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7016, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.6233 2021-07-10 09:13:18,837 - mmaction - INFO - Epoch [124][640/1879] lr: 5.307e-02, eta: 2 days, 13:52:31, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.6304 2021-07-10 09:13:35,881 - mmaction - INFO - Epoch [124][660/1879] lr: 5.307e-02, eta: 2 days, 13:52:12, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.6009 2021-07-10 09:13:53,008 - mmaction - INFO - Epoch [124][680/1879] lr: 5.307e-02, eta: 2 days, 13:51:53, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6789, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.6188 2021-07-10 09:14:10,102 - mmaction - INFO - Epoch [124][700/1879] lr: 5.307e-02, eta: 2 days, 13:51:35, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6871, loss_cls: 2.4924, loss: 2.4924, grad_norm: 2.6798 2021-07-10 09:14:27,107 - mmaction - INFO - Epoch [124][720/1879] lr: 5.307e-02, eta: 2 days, 13:51:16, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6746, loss_cls: 2.5216, loss: 2.5216, grad_norm: 2.6609 2021-07-10 09:14:44,040 - mmaction - INFO - Epoch [124][740/1879] lr: 5.307e-02, eta: 2 days, 13:50:57, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6965, loss_cls: 2.4373, loss: 2.4373, grad_norm: 2.7108 2021-07-10 09:15:01,050 - mmaction - INFO - Epoch [124][760/1879] lr: 5.307e-02, eta: 2 days, 13:50:38, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.6144 2021-07-10 09:15:17,931 - mmaction - INFO - Epoch [124][780/1879] lr: 5.307e-02, eta: 2 days, 13:50:19, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6918, loss_cls: 2.4130, loss: 2.4130, grad_norm: 2.6375 2021-07-10 09:15:34,914 - mmaction - INFO - Epoch [124][800/1879] lr: 5.307e-02, eta: 2 days, 13:50:01, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6738, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.6895 2021-07-10 09:15:51,916 - mmaction - INFO - Epoch [124][820/1879] lr: 5.307e-02, eta: 2 days, 13:49:42, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6672, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.6555 2021-07-10 09:16:08,844 - mmaction - INFO - Epoch [124][840/1879] lr: 5.307e-02, eta: 2 days, 13:49:23, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6859, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.6517 2021-07-10 09:16:25,929 - mmaction - INFO - Epoch [124][860/1879] lr: 5.307e-02, eta: 2 days, 13:49:04, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6883, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.6301 2021-07-10 09:16:42,888 - mmaction - INFO - Epoch [124][880/1879] lr: 5.307e-02, eta: 2 days, 13:48:45, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6711, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.6685 2021-07-10 09:16:59,811 - mmaction - INFO - Epoch [124][900/1879] lr: 5.307e-02, eta: 2 days, 13:48:26, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6805, loss_cls: 2.5307, loss: 2.5307, grad_norm: 2.6854 2021-07-10 09:17:16,747 - mmaction - INFO - Epoch [124][920/1879] lr: 5.307e-02, eta: 2 days, 13:48:07, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.6614 2021-07-10 09:17:33,806 - mmaction - INFO - Epoch [124][940/1879] lr: 5.307e-02, eta: 2 days, 13:47:49, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6863, loss_cls: 2.4922, loss: 2.4922, grad_norm: 2.6144 2021-07-10 09:17:50,715 - mmaction - INFO - Epoch [124][960/1879] lr: 5.307e-02, eta: 2 days, 13:47:30, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6887, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.6905 2021-07-10 09:18:07,943 - mmaction - INFO - Epoch [124][980/1879] lr: 5.307e-02, eta: 2 days, 13:47:11, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.6353 2021-07-10 09:18:24,824 - mmaction - INFO - Epoch [124][1000/1879] lr: 5.307e-02, eta: 2 days, 13:46:52, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7016, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.6797 2021-07-10 09:18:41,842 - mmaction - INFO - Epoch [124][1020/1879] lr: 5.307e-02, eta: 2 days, 13:46:34, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6754, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.5949 2021-07-10 09:18:58,824 - mmaction - INFO - Epoch [124][1040/1879] lr: 5.307e-02, eta: 2 days, 13:46:15, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6941, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.6143 2021-07-10 09:19:15,621 - mmaction - INFO - Epoch [124][1060/1879] lr: 5.307e-02, eta: 2 days, 13:45:56, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6773, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.6115 2021-07-10 09:19:32,792 - mmaction - INFO - Epoch [124][1080/1879] lr: 5.307e-02, eta: 2 days, 13:45:37, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6949, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.6228 2021-07-10 09:19:49,621 - mmaction - INFO - Epoch [124][1100/1879] lr: 5.307e-02, eta: 2 days, 13:45:18, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6832, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.6667 2021-07-10 09:20:06,636 - mmaction - INFO - Epoch [124][1120/1879] lr: 5.307e-02, eta: 2 days, 13:44:59, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6879, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.5806 2021-07-10 09:20:23,572 - mmaction - INFO - Epoch [124][1140/1879] lr: 5.307e-02, eta: 2 days, 13:44:40, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6805, loss_cls: 2.4940, loss: 2.4940, grad_norm: 2.6307 2021-07-10 09:20:40,526 - mmaction - INFO - Epoch [124][1160/1879] lr: 5.307e-02, eta: 2 days, 13:44:22, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6793, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.6642 2021-07-10 09:20:57,370 - mmaction - INFO - Epoch [124][1180/1879] lr: 5.307e-02, eta: 2 days, 13:44:03, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6926, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.6146 2021-07-10 09:21:14,279 - mmaction - INFO - Epoch [124][1200/1879] lr: 5.307e-02, eta: 2 days, 13:43:44, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6723, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.5817 2021-07-10 09:21:31,172 - mmaction - INFO - Epoch [124][1220/1879] lr: 5.307e-02, eta: 2 days, 13:43:25, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6855, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.6723 2021-07-10 09:21:48,088 - mmaction - INFO - Epoch [124][1240/1879] lr: 5.307e-02, eta: 2 days, 13:43:06, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6770, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.6302 2021-07-10 09:22:05,072 - mmaction - INFO - Epoch [124][1260/1879] lr: 5.307e-02, eta: 2 days, 13:42:47, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6973, loss_cls: 2.4542, loss: 2.4542, grad_norm: 2.6535 2021-07-10 09:22:21,992 - mmaction - INFO - Epoch [124][1280/1879] lr: 5.307e-02, eta: 2 days, 13:42:28, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.5967 2021-07-10 09:22:38,909 - mmaction - INFO - Epoch [124][1300/1879] lr: 5.307e-02, eta: 2 days, 13:42:09, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4353, loss: 2.4353, grad_norm: 2.6065 2021-07-10 09:22:55,941 - mmaction - INFO - Epoch [124][1320/1879] lr: 5.307e-02, eta: 2 days, 13:41:51, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6918, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.6613 2021-07-10 09:23:12,806 - mmaction - INFO - Epoch [124][1340/1879] lr: 5.307e-02, eta: 2 days, 13:41:32, time: 0.842, data_time: 0.000, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6980, loss_cls: 2.5076, loss: 2.5076, grad_norm: 2.5931 2021-07-10 09:23:29,985 - mmaction - INFO - Epoch [124][1360/1879] lr: 5.307e-02, eta: 2 days, 13:41:13, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6809, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.5887 2021-07-10 09:23:46,956 - mmaction - INFO - Epoch [124][1380/1879] lr: 5.307e-02, eta: 2 days, 13:40:54, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6770, loss_cls: 2.4899, loss: 2.4899, grad_norm: 2.6323 2021-07-10 09:24:04,002 - mmaction - INFO - Epoch [124][1400/1879] lr: 5.307e-02, eta: 2 days, 13:40:35, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6910, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.6486 2021-07-10 09:24:20,915 - mmaction - INFO - Epoch [124][1420/1879] lr: 5.307e-02, eta: 2 days, 13:40:17, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6937, loss_cls: 2.4597, loss: 2.4597, grad_norm: 2.6316 2021-07-10 09:24:37,941 - mmaction - INFO - Epoch [124][1440/1879] lr: 5.307e-02, eta: 2 days, 13:39:58, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6695, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.6237 2021-07-10 09:24:54,880 - mmaction - INFO - Epoch [124][1460/1879] lr: 5.307e-02, eta: 2 days, 13:39:39, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6801, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.7026 2021-07-10 09:25:11,863 - mmaction - INFO - Epoch [124][1480/1879] lr: 5.307e-02, eta: 2 days, 13:39:20, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6777, loss_cls: 2.5488, loss: 2.5488, grad_norm: 2.6259 2021-07-10 09:25:28,880 - mmaction - INFO - Epoch [124][1500/1879] lr: 5.307e-02, eta: 2 days, 13:39:01, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6703, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.6567 2021-07-10 09:25:45,871 - mmaction - INFO - Epoch [124][1520/1879] lr: 5.307e-02, eta: 2 days, 13:38:42, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4556, loss: 2.4556, grad_norm: 2.5674 2021-07-10 09:26:02,862 - mmaction - INFO - Epoch [124][1540/1879] lr: 5.307e-02, eta: 2 days, 13:38:24, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6754, loss_cls: 2.5353, loss: 2.5353, grad_norm: 2.6641 2021-07-10 09:26:20,017 - mmaction - INFO - Epoch [124][1560/1879] lr: 5.307e-02, eta: 2 days, 13:38:05, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6996, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.6605 2021-07-10 09:26:36,812 - mmaction - INFO - Epoch [124][1580/1879] lr: 5.307e-02, eta: 2 days, 13:37:46, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6805, loss_cls: 2.4999, loss: 2.4999, grad_norm: 2.6643 2021-07-10 09:26:53,867 - mmaction - INFO - Epoch [124][1600/1879] lr: 5.307e-02, eta: 2 days, 13:37:27, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.5072, loss: 2.5072, grad_norm: 2.6373 2021-07-10 09:27:10,866 - mmaction - INFO - Epoch [124][1620/1879] lr: 5.307e-02, eta: 2 days, 13:37:09, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6879, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.5901 2021-07-10 09:27:28,028 - mmaction - INFO - Epoch [124][1640/1879] lr: 5.307e-02, eta: 2 days, 13:36:50, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6996, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.6089 2021-07-10 09:27:44,912 - mmaction - INFO - Epoch [124][1660/1879] lr: 5.307e-02, eta: 2 days, 13:36:31, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6926, loss_cls: 2.4967, loss: 2.4967, grad_norm: 2.6220 2021-07-10 09:28:01,984 - mmaction - INFO - Epoch [124][1680/1879] lr: 5.307e-02, eta: 2 days, 13:36:12, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.3832, loss: 2.3832, grad_norm: 2.6122 2021-07-10 09:28:18,911 - mmaction - INFO - Epoch [124][1700/1879] lr: 5.307e-02, eta: 2 days, 13:35:53, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.6871 2021-07-10 09:28:35,942 - mmaction - INFO - Epoch [124][1720/1879] lr: 5.307e-02, eta: 2 days, 13:35:35, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6910, loss_cls: 2.4285, loss: 2.4285, grad_norm: 2.6269 2021-07-10 09:28:53,016 - mmaction - INFO - Epoch [124][1740/1879] lr: 5.307e-02, eta: 2 days, 13:35:16, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6816, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.6543 2021-07-10 09:29:09,915 - mmaction - INFO - Epoch [124][1760/1879] lr: 5.307e-02, eta: 2 days, 13:34:57, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6766, loss_cls: 2.5377, loss: 2.5377, grad_norm: 2.6443 2021-07-10 09:29:26,818 - mmaction - INFO - Epoch [124][1780/1879] lr: 5.307e-02, eta: 2 days, 13:34:38, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6875, loss_cls: 2.4795, loss: 2.4795, grad_norm: 2.5907 2021-07-10 09:29:44,032 - mmaction - INFO - Epoch [124][1800/1879] lr: 5.307e-02, eta: 2 days, 13:34:20, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6891, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.6781 2021-07-10 09:30:00,885 - mmaction - INFO - Epoch [124][1820/1879] lr: 5.307e-02, eta: 2 days, 13:34:01, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6895, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.6253 2021-07-10 09:30:18,016 - mmaction - INFO - Epoch [124][1840/1879] lr: 5.307e-02, eta: 2 days, 13:33:42, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6902, loss_cls: 2.4977, loss: 2.4977, grad_norm: 2.7259 2021-07-10 09:30:35,033 - mmaction - INFO - Epoch [124][1860/1879] lr: 5.307e-02, eta: 2 days, 13:33:23, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6934, loss_cls: 2.4263, loss: 2.4263, grad_norm: 2.6135 2021-07-10 09:30:53,633 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 09:30:53,637 - mmaction - INFO - 106 BN found 2021-07-10 09:35:30,648 - mmaction - INFO - BN stats updated 2021-07-10 09:35:32,666 - mmaction - INFO - Saving checkpoint at 124 epochs 2021-07-10 09:36:42,406 - mmaction - INFO - Epoch [125][20/1879] lr: 5.245e-02, eta: 2 days, 13:33:25, time: 3.461, data_time: 2.646, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7148, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.6765 2021-07-10 09:36:58,883 - mmaction - INFO - Epoch [125][40/1879] lr: 5.245e-02, eta: 2 days, 13:33:05, time: 0.822, data_time: 0.006, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6918, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.6436 2021-07-10 09:37:15,438 - mmaction - INFO - Epoch [125][60/1879] lr: 5.245e-02, eta: 2 days, 13:32:46, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6934, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.6742 2021-07-10 09:37:32,122 - mmaction - INFO - Epoch [125][80/1879] lr: 5.245e-02, eta: 2 days, 13:32:27, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6859, loss_cls: 2.4661, loss: 2.4661, grad_norm: 2.6264 2021-07-10 09:37:48,679 - mmaction - INFO - Epoch [125][100/1879] lr: 5.245e-02, eta: 2 days, 13:32:08, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6801, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.6309 2021-07-10 09:38:05,369 - mmaction - INFO - Epoch [125][120/1879] lr: 5.245e-02, eta: 2 days, 13:31:49, time: 0.834, data_time: 0.006, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6871, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.5939 2021-07-10 09:38:21,991 - mmaction - INFO - Epoch [125][140/1879] lr: 5.245e-02, eta: 2 days, 13:31:30, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6852, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.6453 2021-07-10 09:38:38,856 - mmaction - INFO - Epoch [125][160/1879] lr: 5.245e-02, eta: 2 days, 13:31:11, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6973, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.6356 2021-07-10 09:38:55,594 - mmaction - INFO - Epoch [125][180/1879] lr: 5.245e-02, eta: 2 days, 13:30:52, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6949, loss_cls: 2.4064, loss: 2.4064, grad_norm: 2.6504 2021-07-10 09:39:12,526 - mmaction - INFO - Epoch [125][200/1879] lr: 5.245e-02, eta: 2 days, 13:30:33, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6891, loss_cls: 2.4845, loss: 2.4845, grad_norm: 2.6207 2021-07-10 09:39:29,563 - mmaction - INFO - Epoch [125][220/1879] lr: 5.245e-02, eta: 2 days, 13:30:14, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6965, loss_cls: 2.4038, loss: 2.4038, grad_norm: 2.5300 2021-07-10 09:39:46,534 - mmaction - INFO - Epoch [125][240/1879] lr: 5.245e-02, eta: 2 days, 13:29:55, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.6104 2021-07-10 09:40:03,565 - mmaction - INFO - Epoch [125][260/1879] lr: 5.245e-02, eta: 2 days, 13:29:36, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6863, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.6077 2021-07-10 09:40:20,590 - mmaction - INFO - Epoch [125][280/1879] lr: 5.245e-02, eta: 2 days, 13:29:18, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6828, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.6619 2021-07-10 09:40:37,713 - mmaction - INFO - Epoch [125][300/1879] lr: 5.245e-02, eta: 2 days, 13:28:59, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.6773 2021-07-10 09:40:54,973 - mmaction - INFO - Epoch [125][320/1879] lr: 5.245e-02, eta: 2 days, 13:28:40, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6910, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.6742 2021-07-10 09:41:12,127 - mmaction - INFO - Epoch [125][340/1879] lr: 5.245e-02, eta: 2 days, 13:28:22, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6785, loss_cls: 2.5479, loss: 2.5479, grad_norm: 2.6887 2021-07-10 09:41:29,213 - mmaction - INFO - Epoch [125][360/1879] lr: 5.245e-02, eta: 2 days, 13:28:03, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6848, loss_cls: 2.4686, loss: 2.4686, grad_norm: 2.6484 2021-07-10 09:41:46,352 - mmaction - INFO - Epoch [125][380/1879] lr: 5.245e-02, eta: 2 days, 13:27:44, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.6904 2021-07-10 09:42:03,471 - mmaction - INFO - Epoch [125][400/1879] lr: 5.245e-02, eta: 2 days, 13:27:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6867, loss_cls: 2.4950, loss: 2.4950, grad_norm: 2.6526 2021-07-10 09:42:20,540 - mmaction - INFO - Epoch [125][420/1879] lr: 5.245e-02, eta: 2 days, 13:27:07, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6980, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.6551 2021-07-10 09:42:37,735 - mmaction - INFO - Epoch [125][440/1879] lr: 5.245e-02, eta: 2 days, 13:26:48, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6867, loss_cls: 2.4431, loss: 2.4431, grad_norm: 2.6465 2021-07-10 09:42:54,794 - mmaction - INFO - Epoch [125][460/1879] lr: 5.245e-02, eta: 2 days, 13:26:30, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4352, loss: 2.4352, grad_norm: 2.6556 2021-07-10 09:43:11,963 - mmaction - INFO - Epoch [125][480/1879] lr: 5.245e-02, eta: 2 days, 13:26:11, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6902, loss_cls: 2.4521, loss: 2.4521, grad_norm: 2.6303 2021-07-10 09:43:29,136 - mmaction - INFO - Epoch [125][500/1879] lr: 5.245e-02, eta: 2 days, 13:25:52, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4755, loss: 2.4755, grad_norm: 2.6452 2021-07-10 09:43:46,450 - mmaction - INFO - Epoch [125][520/1879] lr: 5.245e-02, eta: 2 days, 13:25:34, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6926, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.6603 2021-07-10 09:44:03,430 - mmaction - INFO - Epoch [125][540/1879] lr: 5.245e-02, eta: 2 days, 13:25:15, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6957, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.6481 2021-07-10 09:44:20,397 - mmaction - INFO - Epoch [125][560/1879] lr: 5.245e-02, eta: 2 days, 13:24:56, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6758, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.6330 2021-07-10 09:44:37,551 - mmaction - INFO - Epoch [125][580/1879] lr: 5.245e-02, eta: 2 days, 13:24:38, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6945, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.6848 2021-07-10 09:44:54,547 - mmaction - INFO - Epoch [125][600/1879] lr: 5.245e-02, eta: 2 days, 13:24:19, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6910, loss_cls: 2.4599, loss: 2.4599, grad_norm: 2.6693 2021-07-10 09:45:11,588 - mmaction - INFO - Epoch [125][620/1879] lr: 5.245e-02, eta: 2 days, 13:24:00, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6922, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.6644 2021-07-10 09:45:28,778 - mmaction - INFO - Epoch [125][640/1879] lr: 5.245e-02, eta: 2 days, 13:23:42, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.7016, loss_cls: 2.4046, loss: 2.4046, grad_norm: 2.6913 2021-07-10 09:45:45,758 - mmaction - INFO - Epoch [125][660/1879] lr: 5.245e-02, eta: 2 days, 13:23:23, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6996, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.6639 2021-07-10 09:46:02,718 - mmaction - INFO - Epoch [125][680/1879] lr: 5.245e-02, eta: 2 days, 13:23:04, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6832, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.6102 2021-07-10 09:46:19,821 - mmaction - INFO - Epoch [125][700/1879] lr: 5.245e-02, eta: 2 days, 13:22:45, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6996, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.6735 2021-07-10 09:46:36,819 - mmaction - INFO - Epoch [125][720/1879] lr: 5.245e-02, eta: 2 days, 13:22:26, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6844, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.6006 2021-07-10 09:46:53,988 - mmaction - INFO - Epoch [125][740/1879] lr: 5.245e-02, eta: 2 days, 13:22:08, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6820, loss_cls: 2.5055, loss: 2.5055, grad_norm: 2.6422 2021-07-10 09:47:10,962 - mmaction - INFO - Epoch [125][760/1879] lr: 5.245e-02, eta: 2 days, 13:21:49, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.6943 2021-07-10 09:47:27,806 - mmaction - INFO - Epoch [125][780/1879] lr: 5.245e-02, eta: 2 days, 13:21:30, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6844, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.7199 2021-07-10 09:47:44,702 - mmaction - INFO - Epoch [125][800/1879] lr: 5.245e-02, eta: 2 days, 13:21:11, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6906, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.6027 2021-07-10 09:48:01,580 - mmaction - INFO - Epoch [125][820/1879] lr: 5.245e-02, eta: 2 days, 13:20:52, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6926, loss_cls: 2.4252, loss: 2.4252, grad_norm: 2.5698 2021-07-10 09:48:18,692 - mmaction - INFO - Epoch [125][840/1879] lr: 5.245e-02, eta: 2 days, 13:20:34, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6793, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.6563 2021-07-10 09:48:35,724 - mmaction - INFO - Epoch [125][860/1879] lr: 5.245e-02, eta: 2 days, 13:20:15, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6887, loss_cls: 2.5361, loss: 2.5361, grad_norm: 2.6991 2021-07-10 09:48:52,626 - mmaction - INFO - Epoch [125][880/1879] lr: 5.245e-02, eta: 2 days, 13:19:56, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6734, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.6961 2021-07-10 09:49:09,408 - mmaction - INFO - Epoch [125][900/1879] lr: 5.245e-02, eta: 2 days, 13:19:37, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6809, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.5934 2021-07-10 09:49:26,538 - mmaction - INFO - Epoch [125][920/1879] lr: 5.245e-02, eta: 2 days, 13:19:18, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6848, loss_cls: 2.4981, loss: 2.4981, grad_norm: 2.6735 2021-07-10 09:49:43,563 - mmaction - INFO - Epoch [125][940/1879] lr: 5.245e-02, eta: 2 days, 13:19:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6855, loss_cls: 2.4747, loss: 2.4747, grad_norm: 2.6323 2021-07-10 09:50:00,760 - mmaction - INFO - Epoch [125][960/1879] lr: 5.245e-02, eta: 2 days, 13:18:41, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6926, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.6475 2021-07-10 09:50:17,789 - mmaction - INFO - Epoch [125][980/1879] lr: 5.245e-02, eta: 2 days, 13:18:22, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7023, loss_cls: 2.4299, loss: 2.4299, grad_norm: 2.6836 2021-07-10 09:50:34,876 - mmaction - INFO - Epoch [125][1000/1879] lr: 5.245e-02, eta: 2 days, 13:18:04, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6762, loss_cls: 2.5043, loss: 2.5043, grad_norm: 2.6728 2021-07-10 09:50:51,905 - mmaction - INFO - Epoch [125][1020/1879] lr: 5.245e-02, eta: 2 days, 13:17:45, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6891, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.6309 2021-07-10 09:51:08,975 - mmaction - INFO - Epoch [125][1040/1879] lr: 5.245e-02, eta: 2 days, 13:17:26, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6898, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.6031 2021-07-10 09:51:26,013 - mmaction - INFO - Epoch [125][1060/1879] lr: 5.245e-02, eta: 2 days, 13:17:07, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6832, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.6264 2021-07-10 09:51:43,133 - mmaction - INFO - Epoch [125][1080/1879] lr: 5.245e-02, eta: 2 days, 13:16:49, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6941, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.5623 2021-07-10 09:52:00,171 - mmaction - INFO - Epoch [125][1100/1879] lr: 5.245e-02, eta: 2 days, 13:16:30, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6961, loss_cls: 2.4174, loss: 2.4174, grad_norm: 2.6609 2021-07-10 09:52:17,220 - mmaction - INFO - Epoch [125][1120/1879] lr: 5.245e-02, eta: 2 days, 13:16:11, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.7099 2021-07-10 09:52:34,332 - mmaction - INFO - Epoch [125][1140/1879] lr: 5.245e-02, eta: 2 days, 13:15:53, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6934, loss_cls: 2.4197, loss: 2.4197, grad_norm: 2.6465 2021-07-10 09:52:51,498 - mmaction - INFO - Epoch [125][1160/1879] lr: 5.245e-02, eta: 2 days, 13:15:34, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6805, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.6779 2021-07-10 09:53:08,726 - mmaction - INFO - Epoch [125][1180/1879] lr: 5.245e-02, eta: 2 days, 13:15:15, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6863, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.6240 2021-07-10 09:53:25,541 - mmaction - INFO - Epoch [125][1200/1879] lr: 5.245e-02, eta: 2 days, 13:14:56, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6848, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.6280 2021-07-10 09:53:42,609 - mmaction - INFO - Epoch [125][1220/1879] lr: 5.245e-02, eta: 2 days, 13:14:38, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6891, loss_cls: 2.5230, loss: 2.5230, grad_norm: 2.6787 2021-07-10 09:53:59,696 - mmaction - INFO - Epoch [125][1240/1879] lr: 5.245e-02, eta: 2 days, 13:14:19, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6828, loss_cls: 2.5197, loss: 2.5197, grad_norm: 2.6724 2021-07-10 09:54:16,935 - mmaction - INFO - Epoch [125][1260/1879] lr: 5.245e-02, eta: 2 days, 13:14:01, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6863, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.6746 2021-07-10 09:54:34,030 - mmaction - INFO - Epoch [125][1280/1879] lr: 5.245e-02, eta: 2 days, 13:13:42, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6730, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.7363 2021-07-10 09:54:51,074 - mmaction - INFO - Epoch [125][1300/1879] lr: 5.245e-02, eta: 2 days, 13:13:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6871, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.5885 2021-07-10 09:55:08,009 - mmaction - INFO - Epoch [125][1320/1879] lr: 5.245e-02, eta: 2 days, 13:13:04, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6914, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.6755 2021-07-10 09:55:25,095 - mmaction - INFO - Epoch [125][1340/1879] lr: 5.245e-02, eta: 2 days, 13:12:46, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6953, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.6109 2021-07-10 09:55:41,880 - mmaction - INFO - Epoch [125][1360/1879] lr: 5.245e-02, eta: 2 days, 13:12:27, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.6495 2021-07-10 09:55:58,732 - mmaction - INFO - Epoch [125][1380/1879] lr: 5.245e-02, eta: 2 days, 13:12:08, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6949, loss_cls: 2.4263, loss: 2.4263, grad_norm: 2.6387 2021-07-10 09:56:15,800 - mmaction - INFO - Epoch [125][1400/1879] lr: 5.245e-02, eta: 2 days, 13:11:49, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6766, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.6779 2021-07-10 09:56:32,671 - mmaction - INFO - Epoch [125][1420/1879] lr: 5.245e-02, eta: 2 days, 13:11:30, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6797, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.6886 2021-07-10 09:56:49,737 - mmaction - INFO - Epoch [125][1440/1879] lr: 5.245e-02, eta: 2 days, 13:11:11, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.7110 2021-07-10 09:57:06,714 - mmaction - INFO - Epoch [125][1460/1879] lr: 5.245e-02, eta: 2 days, 13:10:53, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6895, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6125 2021-07-10 09:57:23,682 - mmaction - INFO - Epoch [125][1480/1879] lr: 5.245e-02, eta: 2 days, 13:10:34, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6723, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.6458 2021-07-10 09:57:40,776 - mmaction - INFO - Epoch [125][1500/1879] lr: 5.245e-02, eta: 2 days, 13:10:15, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6914, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.6492 2021-07-10 09:57:57,697 - mmaction - INFO - Epoch [125][1520/1879] lr: 5.245e-02, eta: 2 days, 13:09:56, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6687, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.6880 2021-07-10 09:58:14,670 - mmaction - INFO - Epoch [125][1540/1879] lr: 5.245e-02, eta: 2 days, 13:09:37, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6844, loss_cls: 2.4913, loss: 2.4913, grad_norm: 2.7018 2021-07-10 09:58:31,633 - mmaction - INFO - Epoch [125][1560/1879] lr: 5.245e-02, eta: 2 days, 13:09:19, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6785, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.6524 2021-07-10 09:58:48,607 - mmaction - INFO - Epoch [125][1580/1879] lr: 5.245e-02, eta: 2 days, 13:09:00, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6879, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.7143 2021-07-10 09:59:05,679 - mmaction - INFO - Epoch [125][1600/1879] lr: 5.245e-02, eta: 2 days, 13:08:41, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6695, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.6321 2021-07-10 09:59:22,761 - mmaction - INFO - Epoch [125][1620/1879] lr: 5.245e-02, eta: 2 days, 13:08:22, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6781, loss_cls: 2.5131, loss: 2.5131, grad_norm: 2.6848 2021-07-10 09:59:39,834 - mmaction - INFO - Epoch [125][1640/1879] lr: 5.245e-02, eta: 2 days, 13:08:04, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6863, loss_cls: 2.4798, loss: 2.4798, grad_norm: 2.6464 2021-07-10 09:59:56,941 - mmaction - INFO - Epoch [125][1660/1879] lr: 5.245e-02, eta: 2 days, 13:07:45, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6926, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.6631 2021-07-10 10:00:13,962 - mmaction - INFO - Epoch [125][1680/1879] lr: 5.245e-02, eta: 2 days, 13:07:26, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6766, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.6914 2021-07-10 10:00:30,983 - mmaction - INFO - Epoch [125][1700/1879] lr: 5.245e-02, eta: 2 days, 13:07:08, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6766, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.6677 2021-07-10 10:00:48,166 - mmaction - INFO - Epoch [125][1720/1879] lr: 5.245e-02, eta: 2 days, 13:06:49, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7027, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.6341 2021-07-10 10:01:05,151 - mmaction - INFO - Epoch [125][1740/1879] lr: 5.245e-02, eta: 2 days, 13:06:30, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6953, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.6279 2021-07-10 10:01:22,160 - mmaction - INFO - Epoch [125][1760/1879] lr: 5.245e-02, eta: 2 days, 13:06:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6914, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.6737 2021-07-10 10:01:39,190 - mmaction - INFO - Epoch [125][1780/1879] lr: 5.245e-02, eta: 2 days, 13:05:53, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6836, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.6458 2021-07-10 10:01:56,215 - mmaction - INFO - Epoch [125][1800/1879] lr: 5.245e-02, eta: 2 days, 13:05:34, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6789, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.6800 2021-07-10 10:02:13,306 - mmaction - INFO - Epoch [125][1820/1879] lr: 5.245e-02, eta: 2 days, 13:05:15, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6836, loss_cls: 2.4848, loss: 2.4848, grad_norm: 2.6478 2021-07-10 10:02:30,291 - mmaction - INFO - Epoch [125][1840/1879] lr: 5.245e-02, eta: 2 days, 13:04:56, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.6335 2021-07-10 10:02:47,361 - mmaction - INFO - Epoch [125][1860/1879] lr: 5.245e-02, eta: 2 days, 13:04:38, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.5241, loss: 2.5241, grad_norm: 2.6163 2021-07-10 10:03:06,043 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 10:03:06,047 - mmaction - INFO - 106 BN found 2021-07-10 10:07:43,058 - mmaction - INFO - BN stats updated 2021-07-10 10:10:12,813 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 10:10:13,606 - mmaction - INFO - top1_acc 0.5278 top5_acc 0.7845 2021-07-10 10:10:13,607 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 10:10:13,639 - mmaction - INFO - mean_acc 0.5278 2021-07-10 10:10:14,301 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_125.pth. 2021-07-10 10:10:14,301 - mmaction - INFO - Best top1_acc is 0.5278 at 125 epoch. 2021-07-10 10:10:14,308 - mmaction - INFO - Epoch(val) [125][155] top1_acc: 0.5278, top5_acc: 0.7845, mean_class_accuracy: 0.5278 2021-07-10 10:11:35,643 - mmaction - INFO - Epoch [126][20/1879] lr: 5.184e-02, eta: 2 days, 13:04:52, time: 4.066, data_time: 3.225, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6883, loss_cls: 2.4629, loss: 2.4629, grad_norm: 2.6259 2021-07-10 10:11:52,359 - mmaction - INFO - Epoch [126][40/1879] lr: 5.184e-02, eta: 2 days, 13:04:33, time: 0.835, data_time: 0.006, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7016, loss_cls: 2.4582, loss: 2.4582, grad_norm: 2.5864 2021-07-10 10:12:08,832 - mmaction - INFO - Epoch [126][60/1879] lr: 5.184e-02, eta: 2 days, 13:04:13, time: 0.822, data_time: 0.001, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.4591, loss: 2.4591, grad_norm: 2.6844 2021-07-10 10:12:25,351 - mmaction - INFO - Epoch [126][80/1879] lr: 5.184e-02, eta: 2 days, 13:03:54, time: 0.826, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6863, loss_cls: 2.4524, loss: 2.4524, grad_norm: 2.6997 2021-07-10 10:12:41,868 - mmaction - INFO - Epoch [126][100/1879] lr: 5.184e-02, eta: 2 days, 13:03:35, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.6062 2021-07-10 10:12:58,427 - mmaction - INFO - Epoch [126][120/1879] lr: 5.184e-02, eta: 2 days, 13:03:15, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6910, loss_cls: 2.4475, loss: 2.4475, grad_norm: 2.6811 2021-07-10 10:13:14,998 - mmaction - INFO - Epoch [126][140/1879] lr: 5.184e-02, eta: 2 days, 13:02:56, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.6252 2021-07-10 10:13:31,681 - mmaction - INFO - Epoch [126][160/1879] lr: 5.184e-02, eta: 2 days, 13:02:37, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6785, loss_cls: 2.4967, loss: 2.4967, grad_norm: 2.6632 2021-07-10 10:13:48,373 - mmaction - INFO - Epoch [126][180/1879] lr: 5.184e-02, eta: 2 days, 13:02:18, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6840, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.6455 2021-07-10 10:14:05,243 - mmaction - INFO - Epoch [126][200/1879] lr: 5.184e-02, eta: 2 days, 13:01:59, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6824, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.6441 2021-07-10 10:14:22,096 - mmaction - INFO - Epoch [126][220/1879] lr: 5.184e-02, eta: 2 days, 13:01:40, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.6384 2021-07-10 10:14:38,938 - mmaction - INFO - Epoch [126][240/1879] lr: 5.184e-02, eta: 2 days, 13:01:21, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7004, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.5704 2021-07-10 10:14:55,808 - mmaction - INFO - Epoch [126][260/1879] lr: 5.184e-02, eta: 2 days, 13:01:02, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6957, loss_cls: 2.4223, loss: 2.4223, grad_norm: 2.6538 2021-07-10 10:15:12,723 - mmaction - INFO - Epoch [126][280/1879] lr: 5.184e-02, eta: 2 days, 13:00:43, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6918, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.6863 2021-07-10 10:15:29,531 - mmaction - INFO - Epoch [126][300/1879] lr: 5.184e-02, eta: 2 days, 13:00:24, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6984, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.7141 2021-07-10 10:15:46,572 - mmaction - INFO - Epoch [126][320/1879] lr: 5.184e-02, eta: 2 days, 13:00:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6937, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.5991 2021-07-10 10:16:03,554 - mmaction - INFO - Epoch [126][340/1879] lr: 5.184e-02, eta: 2 days, 12:59:47, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6934, loss_cls: 2.4601, loss: 2.4601, grad_norm: 2.6891 2021-07-10 10:16:20,393 - mmaction - INFO - Epoch [126][360/1879] lr: 5.184e-02, eta: 2 days, 12:59:28, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.6944 2021-07-10 10:16:37,154 - mmaction - INFO - Epoch [126][380/1879] lr: 5.184e-02, eta: 2 days, 12:59:09, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6891, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.6370 2021-07-10 10:16:54,096 - mmaction - INFO - Epoch [126][400/1879] lr: 5.184e-02, eta: 2 days, 12:58:50, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6965, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.6589 2021-07-10 10:17:10,931 - mmaction - INFO - Epoch [126][420/1879] lr: 5.184e-02, eta: 2 days, 12:58:31, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6727, loss_cls: 2.5222, loss: 2.5222, grad_norm: 2.6953 2021-07-10 10:17:27,885 - mmaction - INFO - Epoch [126][440/1879] lr: 5.184e-02, eta: 2 days, 12:58:12, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6730, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.6547 2021-07-10 10:17:44,738 - mmaction - INFO - Epoch [126][460/1879] lr: 5.184e-02, eta: 2 days, 12:57:53, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6871, loss_cls: 2.4264, loss: 2.4264, grad_norm: 2.5567 2021-07-10 10:18:01,599 - mmaction - INFO - Epoch [126][480/1879] lr: 5.184e-02, eta: 2 days, 12:57:35, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7031, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.5420 2021-07-10 10:18:18,563 - mmaction - INFO - Epoch [126][500/1879] lr: 5.184e-02, eta: 2 days, 12:57:16, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6793, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.6131 2021-07-10 10:18:35,614 - mmaction - INFO - Epoch [126][520/1879] lr: 5.184e-02, eta: 2 days, 12:56:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7004, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.6305 2021-07-10 10:18:52,323 - mmaction - INFO - Epoch [126][540/1879] lr: 5.184e-02, eta: 2 days, 12:56:38, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.6898 2021-07-10 10:19:09,516 - mmaction - INFO - Epoch [126][560/1879] lr: 5.184e-02, eta: 2 days, 12:56:19, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6906, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.5929 2021-07-10 10:19:26,569 - mmaction - INFO - Epoch [126][580/1879] lr: 5.184e-02, eta: 2 days, 12:56:01, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.6013 2021-07-10 10:19:43,586 - mmaction - INFO - Epoch [126][600/1879] lr: 5.184e-02, eta: 2 days, 12:55:42, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6824, loss_cls: 2.4785, loss: 2.4785, grad_norm: 2.6754 2021-07-10 10:20:00,465 - mmaction - INFO - Epoch [126][620/1879] lr: 5.184e-02, eta: 2 days, 12:55:23, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6855, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.7074 2021-07-10 10:20:17,500 - mmaction - INFO - Epoch [126][640/1879] lr: 5.184e-02, eta: 2 days, 12:55:04, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6902, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.6192 2021-07-10 10:20:34,524 - mmaction - INFO - Epoch [126][660/1879] lr: 5.184e-02, eta: 2 days, 12:54:45, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6832, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.6734 2021-07-10 10:20:51,609 - mmaction - INFO - Epoch [126][680/1879] lr: 5.184e-02, eta: 2 days, 12:54:27, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6828, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.6577 2021-07-10 10:21:08,746 - mmaction - INFO - Epoch [126][700/1879] lr: 5.184e-02, eta: 2 days, 12:54:08, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7012, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.6443 2021-07-10 10:21:25,520 - mmaction - INFO - Epoch [126][720/1879] lr: 5.184e-02, eta: 2 days, 12:53:49, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6805, loss_cls: 2.5134, loss: 2.5134, grad_norm: 2.6642 2021-07-10 10:21:42,656 - mmaction - INFO - Epoch [126][740/1879] lr: 5.184e-02, eta: 2 days, 12:53:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.6411 2021-07-10 10:21:59,629 - mmaction - INFO - Epoch [126][760/1879] lr: 5.184e-02, eta: 2 days, 12:53:12, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6824, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.6674 2021-07-10 10:22:16,546 - mmaction - INFO - Epoch [126][780/1879] lr: 5.184e-02, eta: 2 days, 12:52:53, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6855, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.6416 2021-07-10 10:22:33,578 - mmaction - INFO - Epoch [126][800/1879] lr: 5.184e-02, eta: 2 days, 12:52:34, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7020, loss_cls: 2.3859, loss: 2.3859, grad_norm: 2.6559 2021-07-10 10:22:50,659 - mmaction - INFO - Epoch [126][820/1879] lr: 5.184e-02, eta: 2 days, 12:52:16, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7039, loss_cls: 2.3678, loss: 2.3678, grad_norm: 2.7026 2021-07-10 10:23:07,515 - mmaction - INFO - Epoch [126][840/1879] lr: 5.184e-02, eta: 2 days, 12:51:57, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6871, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.6811 2021-07-10 10:23:24,516 - mmaction - INFO - Epoch [126][860/1879] lr: 5.184e-02, eta: 2 days, 12:51:38, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6996, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.7066 2021-07-10 10:23:41,666 - mmaction - INFO - Epoch [126][880/1879] lr: 5.184e-02, eta: 2 days, 12:51:19, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6895, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.7185 2021-07-10 10:23:58,718 - mmaction - INFO - Epoch [126][900/1879] lr: 5.184e-02, eta: 2 days, 12:51:01, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6777, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.6701 2021-07-10 10:24:15,644 - mmaction - INFO - Epoch [126][920/1879] lr: 5.184e-02, eta: 2 days, 12:50:42, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6934, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.6693 2021-07-10 10:24:32,728 - mmaction - INFO - Epoch [126][940/1879] lr: 5.184e-02, eta: 2 days, 12:50:23, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7082, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.6005 2021-07-10 10:24:49,740 - mmaction - INFO - Epoch [126][960/1879] lr: 5.184e-02, eta: 2 days, 12:50:04, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6770, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.6779 2021-07-10 10:25:06,698 - mmaction - INFO - Epoch [126][980/1879] lr: 5.184e-02, eta: 2 days, 12:49:45, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6687, loss_cls: 2.5201, loss: 2.5201, grad_norm: 2.6516 2021-07-10 10:25:23,837 - mmaction - INFO - Epoch [126][1000/1879] lr: 5.184e-02, eta: 2 days, 12:49:27, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6723, loss_cls: 2.5329, loss: 2.5329, grad_norm: 2.6831 2021-07-10 10:25:40,976 - mmaction - INFO - Epoch [126][1020/1879] lr: 5.184e-02, eta: 2 days, 12:49:08, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.6606 2021-07-10 10:25:57,831 - mmaction - INFO - Epoch [126][1040/1879] lr: 5.184e-02, eta: 2 days, 12:48:49, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4668, top5_acc: 0.6941, loss_cls: 2.3967, loss: 2.3967, grad_norm: 2.5784 2021-07-10 10:26:14,840 - mmaction - INFO - Epoch [126][1060/1879] lr: 5.184e-02, eta: 2 days, 12:48:31, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6871, loss_cls: 2.4948, loss: 2.4948, grad_norm: 2.7256 2021-07-10 10:26:31,688 - mmaction - INFO - Epoch [126][1080/1879] lr: 5.184e-02, eta: 2 days, 12:48:12, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6820, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.6605 2021-07-10 10:26:48,665 - mmaction - INFO - Epoch [126][1100/1879] lr: 5.184e-02, eta: 2 days, 12:47:53, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6832, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.6090 2021-07-10 10:27:05,854 - mmaction - INFO - Epoch [126][1120/1879] lr: 5.184e-02, eta: 2 days, 12:47:34, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6754, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.6513 2021-07-10 10:27:22,912 - mmaction - INFO - Epoch [126][1140/1879] lr: 5.184e-02, eta: 2 days, 12:47:16, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.6881 2021-07-10 10:27:39,958 - mmaction - INFO - Epoch [126][1160/1879] lr: 5.184e-02, eta: 2 days, 12:46:57, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6762, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.7423 2021-07-10 10:27:56,909 - mmaction - INFO - Epoch [126][1180/1879] lr: 5.184e-02, eta: 2 days, 12:46:38, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.6344 2021-07-10 10:28:13,971 - mmaction - INFO - Epoch [126][1200/1879] lr: 5.184e-02, eta: 2 days, 12:46:19, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6930, loss_cls: 2.4430, loss: 2.4430, grad_norm: 2.6438 2021-07-10 10:28:31,043 - mmaction - INFO - Epoch [126][1220/1879] lr: 5.184e-02, eta: 2 days, 12:46:01, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.6371 2021-07-10 10:28:48,004 - mmaction - INFO - Epoch [126][1240/1879] lr: 5.184e-02, eta: 2 days, 12:45:42, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6965, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.6562 2021-07-10 10:29:05,287 - mmaction - INFO - Epoch [126][1260/1879] lr: 5.184e-02, eta: 2 days, 12:45:23, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7004, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.6138 2021-07-10 10:29:22,446 - mmaction - INFO - Epoch [126][1280/1879] lr: 5.184e-02, eta: 2 days, 12:45:05, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6596 2021-07-10 10:29:39,583 - mmaction - INFO - Epoch [126][1300/1879] lr: 5.184e-02, eta: 2 days, 12:44:46, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6953, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.6869 2021-07-10 10:29:56,686 - mmaction - INFO - Epoch [126][1320/1879] lr: 5.184e-02, eta: 2 days, 12:44:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6691, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.6709 2021-07-10 10:30:13,634 - mmaction - INFO - Epoch [126][1340/1879] lr: 5.184e-02, eta: 2 days, 12:44:09, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6918, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.6081 2021-07-10 10:30:30,716 - mmaction - INFO - Epoch [126][1360/1879] lr: 5.184e-02, eta: 2 days, 12:43:50, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.5175, loss: 2.5175, grad_norm: 2.6548 2021-07-10 10:30:47,711 - mmaction - INFO - Epoch [126][1380/1879] lr: 5.184e-02, eta: 2 days, 12:43:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6789, loss_cls: 2.4989, loss: 2.4989, grad_norm: 2.7029 2021-07-10 10:31:04,626 - mmaction - INFO - Epoch [126][1400/1879] lr: 5.184e-02, eta: 2 days, 12:43:13, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.5978 2021-07-10 10:31:21,609 - mmaction - INFO - Epoch [126][1420/1879] lr: 5.184e-02, eta: 2 days, 12:42:54, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5254, loss: 2.5254, grad_norm: 2.7201 2021-07-10 10:31:38,523 - mmaction - INFO - Epoch [126][1440/1879] lr: 5.184e-02, eta: 2 days, 12:42:35, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6785, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.6689 2021-07-10 10:31:55,546 - mmaction - INFO - Epoch [126][1460/1879] lr: 5.184e-02, eta: 2 days, 12:42:16, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6809, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.6373 2021-07-10 10:32:12,389 - mmaction - INFO - Epoch [126][1480/1879] lr: 5.184e-02, eta: 2 days, 12:41:57, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.7090, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.6098 2021-07-10 10:32:29,415 - mmaction - INFO - Epoch [126][1500/1879] lr: 5.184e-02, eta: 2 days, 12:41:39, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6844, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.6454 2021-07-10 10:32:46,447 - mmaction - INFO - Epoch [126][1520/1879] lr: 5.184e-02, eta: 2 days, 12:41:20, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6848, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.6426 2021-07-10 10:33:03,483 - mmaction - INFO - Epoch [126][1540/1879] lr: 5.184e-02, eta: 2 days, 12:41:01, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6824, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.6566 2021-07-10 10:33:20,409 - mmaction - INFO - Epoch [126][1560/1879] lr: 5.184e-02, eta: 2 days, 12:40:42, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6781, loss_cls: 2.5087, loss: 2.5087, grad_norm: 2.6459 2021-07-10 10:33:37,669 - mmaction - INFO - Epoch [126][1580/1879] lr: 5.184e-02, eta: 2 days, 12:40:24, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.6775 2021-07-10 10:33:54,728 - mmaction - INFO - Epoch [126][1600/1879] lr: 5.184e-02, eta: 2 days, 12:40:05, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6824, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.6832 2021-07-10 10:34:11,878 - mmaction - INFO - Epoch [126][1620/1879] lr: 5.184e-02, eta: 2 days, 12:39:46, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6945, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.6567 2021-07-10 10:34:28,953 - mmaction - INFO - Epoch [126][1640/1879] lr: 5.184e-02, eta: 2 days, 12:39:28, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.7147 2021-07-10 10:34:46,030 - mmaction - INFO - Epoch [126][1660/1879] lr: 5.184e-02, eta: 2 days, 12:39:09, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6773, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.6343 2021-07-10 10:35:03,206 - mmaction - INFO - Epoch [126][1680/1879] lr: 5.184e-02, eta: 2 days, 12:38:51, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6805, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.6169 2021-07-10 10:35:20,111 - mmaction - INFO - Epoch [126][1700/1879] lr: 5.184e-02, eta: 2 days, 12:38:32, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6703, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.7101 2021-07-10 10:35:37,136 - mmaction - INFO - Epoch [126][1720/1879] lr: 5.184e-02, eta: 2 days, 12:38:13, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6883, loss_cls: 2.4726, loss: 2.4726, grad_norm: 2.6138 2021-07-10 10:35:54,165 - mmaction - INFO - Epoch [126][1740/1879] lr: 5.184e-02, eta: 2 days, 12:37:54, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6633, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.6779 2021-07-10 10:36:11,257 - mmaction - INFO - Epoch [126][1760/1879] lr: 5.184e-02, eta: 2 days, 12:37:36, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6801, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.6640 2021-07-10 10:36:28,382 - mmaction - INFO - Epoch [126][1780/1879] lr: 5.184e-02, eta: 2 days, 12:37:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6945, loss_cls: 2.4544, loss: 2.4544, grad_norm: 2.6828 2021-07-10 10:36:45,576 - mmaction - INFO - Epoch [126][1800/1879] lr: 5.184e-02, eta: 2 days, 12:36:58, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6867, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.6592 2021-07-10 10:37:02,387 - mmaction - INFO - Epoch [126][1820/1879] lr: 5.184e-02, eta: 2 days, 12:36:39, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6895, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.6161 2021-07-10 10:37:19,443 - mmaction - INFO - Epoch [126][1840/1879] lr: 5.184e-02, eta: 2 days, 12:36:21, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5292, loss: 2.5292, grad_norm: 2.5821 2021-07-10 10:37:36,544 - mmaction - INFO - Epoch [126][1860/1879] lr: 5.184e-02, eta: 2 days, 12:36:02, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.4349, loss: 2.4349, grad_norm: 2.6406 2021-07-10 10:37:55,179 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 10:37:55,183 - mmaction - INFO - 106 BN found 2021-07-10 10:42:33,060 - mmaction - INFO - BN stats updated 2021-07-10 10:43:44,443 - mmaction - INFO - Epoch [127][20/1879] lr: 5.123e-02, eta: 2 days, 12:36:03, time: 3.466, data_time: 2.651, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6973, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.6407 2021-07-10 10:44:00,957 - mmaction - INFO - Epoch [127][40/1879] lr: 5.123e-02, eta: 2 days, 12:35:44, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7035, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.6650 2021-07-10 10:44:17,535 - mmaction - INFO - Epoch [127][60/1879] lr: 5.123e-02, eta: 2 days, 12:35:24, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4543, loss: 2.4543, grad_norm: 2.6661 2021-07-10 10:44:34,265 - mmaction - INFO - Epoch [127][80/1879] lr: 5.123e-02, eta: 2 days, 12:35:05, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6980, loss_cls: 2.4166, loss: 2.4166, grad_norm: 2.6340 2021-07-10 10:44:51,007 - mmaction - INFO - Epoch [127][100/1879] lr: 5.123e-02, eta: 2 days, 12:34:46, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6910, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.6829 2021-07-10 10:45:07,751 - mmaction - INFO - Epoch [127][120/1879] lr: 5.123e-02, eta: 2 days, 12:34:27, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6875, loss_cls: 2.4717, loss: 2.4717, grad_norm: 2.6584 2021-07-10 10:45:24,336 - mmaction - INFO - Epoch [127][140/1879] lr: 5.123e-02, eta: 2 days, 12:34:08, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6867, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.6649 2021-07-10 10:45:41,138 - mmaction - INFO - Epoch [127][160/1879] lr: 5.123e-02, eta: 2 days, 12:33:49, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.7019 2021-07-10 10:45:57,828 - mmaction - INFO - Epoch [127][180/1879] lr: 5.123e-02, eta: 2 days, 12:33:30, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6875, loss_cls: 2.4413, loss: 2.4413, grad_norm: 2.6392 2021-07-10 10:46:14,750 - mmaction - INFO - Epoch [127][200/1879] lr: 5.123e-02, eta: 2 days, 12:33:11, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7066, loss_cls: 2.3865, loss: 2.3865, grad_norm: 2.6629 2021-07-10 10:46:31,537 - mmaction - INFO - Epoch [127][220/1879] lr: 5.123e-02, eta: 2 days, 12:32:52, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.4154, loss: 2.4154, grad_norm: 2.6384 2021-07-10 10:46:48,429 - mmaction - INFO - Epoch [127][240/1879] lr: 5.123e-02, eta: 2 days, 12:32:34, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6918, loss_cls: 2.4543, loss: 2.4543, grad_norm: 2.6777 2021-07-10 10:47:05,277 - mmaction - INFO - Epoch [127][260/1879] lr: 5.123e-02, eta: 2 days, 12:32:15, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6891, loss_cls: 2.4538, loss: 2.4538, grad_norm: 2.6854 2021-07-10 10:47:22,122 - mmaction - INFO - Epoch [127][280/1879] lr: 5.123e-02, eta: 2 days, 12:31:56, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6875, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.6924 2021-07-10 10:47:39,073 - mmaction - INFO - Epoch [127][300/1879] lr: 5.123e-02, eta: 2 days, 12:31:37, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6953, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.6657 2021-07-10 10:47:56,002 - mmaction - INFO - Epoch [127][320/1879] lr: 5.123e-02, eta: 2 days, 12:31:18, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6840, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.6431 2021-07-10 10:48:12,984 - mmaction - INFO - Epoch [127][340/1879] lr: 5.123e-02, eta: 2 days, 12:30:59, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6773, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.6683 2021-07-10 10:48:30,000 - mmaction - INFO - Epoch [127][360/1879] lr: 5.123e-02, eta: 2 days, 12:30:41, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.5980 2021-07-10 10:48:46,924 - mmaction - INFO - Epoch [127][380/1879] lr: 5.123e-02, eta: 2 days, 12:30:22, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6914, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.5880 2021-07-10 10:49:03,863 - mmaction - INFO - Epoch [127][400/1879] lr: 5.123e-02, eta: 2 days, 12:30:03, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3840, loss: 2.3840, grad_norm: 2.6223 2021-07-10 10:49:20,827 - mmaction - INFO - Epoch [127][420/1879] lr: 5.123e-02, eta: 2 days, 12:29:44, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6887, loss_cls: 2.4913, loss: 2.4913, grad_norm: 2.6798 2021-07-10 10:49:37,882 - mmaction - INFO - Epoch [127][440/1879] lr: 5.123e-02, eta: 2 days, 12:29:25, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6832, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.6600 2021-07-10 10:49:54,745 - mmaction - INFO - Epoch [127][460/1879] lr: 5.123e-02, eta: 2 days, 12:29:07, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.6223 2021-07-10 10:50:11,819 - mmaction - INFO - Epoch [127][480/1879] lr: 5.123e-02, eta: 2 days, 12:28:48, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7066, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.6230 2021-07-10 10:50:28,749 - mmaction - INFO - Epoch [127][500/1879] lr: 5.123e-02, eta: 2 days, 12:28:29, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6895, loss_cls: 2.4716, loss: 2.4716, grad_norm: 2.6925 2021-07-10 10:50:45,509 - mmaction - INFO - Epoch [127][520/1879] lr: 5.123e-02, eta: 2 days, 12:28:10, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.6991 2021-07-10 10:51:02,522 - mmaction - INFO - Epoch [127][540/1879] lr: 5.123e-02, eta: 2 days, 12:27:51, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4410, top5_acc: 0.7027, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.6984 2021-07-10 10:51:19,372 - mmaction - INFO - Epoch [127][560/1879] lr: 5.123e-02, eta: 2 days, 12:27:32, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7098, loss_cls: 2.3910, loss: 2.3910, grad_norm: 2.5458 2021-07-10 10:51:36,206 - mmaction - INFO - Epoch [127][580/1879] lr: 5.123e-02, eta: 2 days, 12:27:14, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4711, loss: 2.4711, grad_norm: 2.6446 2021-07-10 10:51:53,211 - mmaction - INFO - Epoch [127][600/1879] lr: 5.123e-02, eta: 2 days, 12:26:55, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6848, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.6466 2021-07-10 10:52:10,145 - mmaction - INFO - Epoch [127][620/1879] lr: 5.123e-02, eta: 2 days, 12:26:36, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6801, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.6969 2021-07-10 10:52:27,148 - mmaction - INFO - Epoch [127][640/1879] lr: 5.123e-02, eta: 2 days, 12:26:17, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6910, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.6757 2021-07-10 10:52:43,950 - mmaction - INFO - Epoch [127][660/1879] lr: 5.123e-02, eta: 2 days, 12:25:58, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6789, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.6745 2021-07-10 10:53:00,856 - mmaction - INFO - Epoch [127][680/1879] lr: 5.123e-02, eta: 2 days, 12:25:39, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6848, loss_cls: 2.4997, loss: 2.4997, grad_norm: 2.6711 2021-07-10 10:53:17,900 - mmaction - INFO - Epoch [127][700/1879] lr: 5.123e-02, eta: 2 days, 12:25:21, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7027, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.6476 2021-07-10 10:53:34,962 - mmaction - INFO - Epoch [127][720/1879] lr: 5.123e-02, eta: 2 days, 12:25:02, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6828, loss_cls: 2.4496, loss: 2.4496, grad_norm: 2.6497 2021-07-10 10:53:51,921 - mmaction - INFO - Epoch [127][740/1879] lr: 5.123e-02, eta: 2 days, 12:24:43, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6840, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.6834 2021-07-10 10:54:08,912 - mmaction - INFO - Epoch [127][760/1879] lr: 5.123e-02, eta: 2 days, 12:24:25, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6836, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.6258 2021-07-10 10:54:25,989 - mmaction - INFO - Epoch [127][780/1879] lr: 5.123e-02, eta: 2 days, 12:24:06, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.7063, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.7407 2021-07-10 10:54:42,958 - mmaction - INFO - Epoch [127][800/1879] lr: 5.123e-02, eta: 2 days, 12:23:47, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.5163, loss: 2.5163, grad_norm: 2.6703 2021-07-10 10:54:59,972 - mmaction - INFO - Epoch [127][820/1879] lr: 5.123e-02, eta: 2 days, 12:23:28, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.6850 2021-07-10 10:55:16,971 - mmaction - INFO - Epoch [127][840/1879] lr: 5.123e-02, eta: 2 days, 12:23:10, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6773, loss_cls: 2.5063, loss: 2.5063, grad_norm: 2.6325 2021-07-10 10:55:34,035 - mmaction - INFO - Epoch [127][860/1879] lr: 5.123e-02, eta: 2 days, 12:22:51, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6887, loss_cls: 2.4594, loss: 2.4594, grad_norm: 2.6425 2021-07-10 10:55:51,126 - mmaction - INFO - Epoch [127][880/1879] lr: 5.123e-02, eta: 2 days, 12:22:32, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.6433 2021-07-10 10:56:08,192 - mmaction - INFO - Epoch [127][900/1879] lr: 5.123e-02, eta: 2 days, 12:22:14, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6816, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.7052 2021-07-10 10:56:25,192 - mmaction - INFO - Epoch [127][920/1879] lr: 5.123e-02, eta: 2 days, 12:21:55, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6918, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.6866 2021-07-10 10:56:42,176 - mmaction - INFO - Epoch [127][940/1879] lr: 5.123e-02, eta: 2 days, 12:21:36, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6848, loss_cls: 2.4750, loss: 2.4750, grad_norm: 2.6670 2021-07-10 10:56:59,211 - mmaction - INFO - Epoch [127][960/1879] lr: 5.123e-02, eta: 2 days, 12:21:17, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6875, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.6950 2021-07-10 10:57:16,151 - mmaction - INFO - Epoch [127][980/1879] lr: 5.123e-02, eta: 2 days, 12:20:59, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6895, loss_cls: 2.4352, loss: 2.4352, grad_norm: 2.6443 2021-07-10 10:57:33,066 - mmaction - INFO - Epoch [127][1000/1879] lr: 5.123e-02, eta: 2 days, 12:20:40, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6941, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.6606 2021-07-10 10:57:49,891 - mmaction - INFO - Epoch [127][1020/1879] lr: 5.123e-02, eta: 2 days, 12:20:21, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6773, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.6564 2021-07-10 10:58:06,800 - mmaction - INFO - Epoch [127][1040/1879] lr: 5.123e-02, eta: 2 days, 12:20:02, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4440, loss: 2.4440, grad_norm: 2.6718 2021-07-10 10:58:23,722 - mmaction - INFO - Epoch [127][1060/1879] lr: 5.123e-02, eta: 2 days, 12:19:43, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6832, loss_cls: 2.5010, loss: 2.5010, grad_norm: 2.6814 2021-07-10 10:58:40,793 - mmaction - INFO - Epoch [127][1080/1879] lr: 5.123e-02, eta: 2 days, 12:19:25, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.7339 2021-07-10 10:58:57,789 - mmaction - INFO - Epoch [127][1100/1879] lr: 5.123e-02, eta: 2 days, 12:19:06, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.7173 2021-07-10 10:59:14,790 - mmaction - INFO - Epoch [127][1120/1879] lr: 5.123e-02, eta: 2 days, 12:18:47, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4340, loss: 2.4340, grad_norm: 2.6787 2021-07-10 10:59:31,795 - mmaction - INFO - Epoch [127][1140/1879] lr: 5.123e-02, eta: 2 days, 12:18:28, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6797, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.6576 2021-07-10 10:59:48,763 - mmaction - INFO - Epoch [127][1160/1879] lr: 5.123e-02, eta: 2 days, 12:18:10, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6867, loss_cls: 2.4947, loss: 2.4947, grad_norm: 2.6448 2021-07-10 11:00:05,724 - mmaction - INFO - Epoch [127][1180/1879] lr: 5.123e-02, eta: 2 days, 12:17:51, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6941, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.6552 2021-07-10 11:00:22,591 - mmaction - INFO - Epoch [127][1200/1879] lr: 5.123e-02, eta: 2 days, 12:17:32, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6934, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.6501 2021-07-10 11:00:39,504 - mmaction - INFO - Epoch [127][1220/1879] lr: 5.123e-02, eta: 2 days, 12:17:13, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.6918, loss_cls: 2.4074, loss: 2.4074, grad_norm: 2.6185 2021-07-10 11:00:56,625 - mmaction - INFO - Epoch [127][1240/1879] lr: 5.123e-02, eta: 2 days, 12:16:54, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6719, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.6059 2021-07-10 11:01:13,565 - mmaction - INFO - Epoch [127][1260/1879] lr: 5.123e-02, eta: 2 days, 12:16:36, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6879, loss_cls: 2.4494, loss: 2.4494, grad_norm: 2.6749 2021-07-10 11:01:30,609 - mmaction - INFO - Epoch [127][1280/1879] lr: 5.123e-02, eta: 2 days, 12:16:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7055, loss_cls: 2.3857, loss: 2.3857, grad_norm: 2.6119 2021-07-10 11:01:47,479 - mmaction - INFO - Epoch [127][1300/1879] lr: 5.123e-02, eta: 2 days, 12:15:58, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6687, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.7198 2021-07-10 11:02:04,543 - mmaction - INFO - Epoch [127][1320/1879] lr: 5.123e-02, eta: 2 days, 12:15:39, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6934, loss_cls: 2.4291, loss: 2.4291, grad_norm: 2.6735 2021-07-10 11:02:21,489 - mmaction - INFO - Epoch [127][1340/1879] lr: 5.123e-02, eta: 2 days, 12:15:21, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.7031, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.6858 2021-07-10 11:02:38,508 - mmaction - INFO - Epoch [127][1360/1879] lr: 5.123e-02, eta: 2 days, 12:15:02, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.7483 2021-07-10 11:02:55,422 - mmaction - INFO - Epoch [127][1380/1879] lr: 5.123e-02, eta: 2 days, 12:14:43, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6687, loss_cls: 2.5361, loss: 2.5361, grad_norm: 2.6325 2021-07-10 11:03:12,556 - mmaction - INFO - Epoch [127][1400/1879] lr: 5.123e-02, eta: 2 days, 12:14:25, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6883, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.6469 2021-07-10 11:03:29,476 - mmaction - INFO - Epoch [127][1420/1879] lr: 5.123e-02, eta: 2 days, 12:14:06, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6895, loss_cls: 2.4527, loss: 2.4527, grad_norm: 2.6220 2021-07-10 11:03:46,600 - mmaction - INFO - Epoch [127][1440/1879] lr: 5.123e-02, eta: 2 days, 12:13:47, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6699, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.6402 2021-07-10 11:04:03,627 - mmaction - INFO - Epoch [127][1460/1879] lr: 5.123e-02, eta: 2 days, 12:13:28, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6887, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.6116 2021-07-10 11:04:20,549 - mmaction - INFO - Epoch [127][1480/1879] lr: 5.123e-02, eta: 2 days, 12:13:10, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6855, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.6844 2021-07-10 11:04:37,606 - mmaction - INFO - Epoch [127][1500/1879] lr: 5.123e-02, eta: 2 days, 12:12:51, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.6541 2021-07-10 11:04:54,607 - mmaction - INFO - Epoch [127][1520/1879] lr: 5.123e-02, eta: 2 days, 12:12:32, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.6446 2021-07-10 11:05:11,517 - mmaction - INFO - Epoch [127][1540/1879] lr: 5.123e-02, eta: 2 days, 12:12:13, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6902, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.6168 2021-07-10 11:05:28,575 - mmaction - INFO - Epoch [127][1560/1879] lr: 5.123e-02, eta: 2 days, 12:11:55, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6820, loss_cls: 2.4999, loss: 2.4999, grad_norm: 2.6731 2021-07-10 11:05:45,557 - mmaction - INFO - Epoch [127][1580/1879] lr: 5.123e-02, eta: 2 days, 12:11:36, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6742, loss_cls: 2.5134, loss: 2.5134, grad_norm: 2.6713 2021-07-10 11:06:02,493 - mmaction - INFO - Epoch [127][1600/1879] lr: 5.123e-02, eta: 2 days, 12:11:17, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6945, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.6602 2021-07-10 11:06:19,522 - mmaction - INFO - Epoch [127][1620/1879] lr: 5.123e-02, eta: 2 days, 12:10:58, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6895, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.6313 2021-07-10 11:06:36,585 - mmaction - INFO - Epoch [127][1640/1879] lr: 5.123e-02, eta: 2 days, 12:10:40, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.4544, loss: 2.4544, grad_norm: 2.6350 2021-07-10 11:06:53,551 - mmaction - INFO - Epoch [127][1660/1879] lr: 5.123e-02, eta: 2 days, 12:10:21, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6926, loss_cls: 2.4302, loss: 2.4302, grad_norm: 2.5989 2021-07-10 11:07:10,553 - mmaction - INFO - Epoch [127][1680/1879] lr: 5.123e-02, eta: 2 days, 12:10:02, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.4716, loss: 2.4716, grad_norm: 2.7534 2021-07-10 11:07:27,533 - mmaction - INFO - Epoch [127][1700/1879] lr: 5.123e-02, eta: 2 days, 12:09:44, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6813, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.6538 2021-07-10 11:07:44,341 - mmaction - INFO - Epoch [127][1720/1879] lr: 5.123e-02, eta: 2 days, 12:09:25, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6773, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.6888 2021-07-10 11:08:01,363 - mmaction - INFO - Epoch [127][1740/1879] lr: 5.123e-02, eta: 2 days, 12:09:06, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4964, loss: 2.4964, grad_norm: 2.6895 2021-07-10 11:08:18,244 - mmaction - INFO - Epoch [127][1760/1879] lr: 5.123e-02, eta: 2 days, 12:08:47, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.7210 2021-07-10 11:08:35,316 - mmaction - INFO - Epoch [127][1780/1879] lr: 5.123e-02, eta: 2 days, 12:08:28, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6734, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.6450 2021-07-10 11:08:52,282 - mmaction - INFO - Epoch [127][1800/1879] lr: 5.123e-02, eta: 2 days, 12:08:10, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6801, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.6253 2021-07-10 11:09:09,313 - mmaction - INFO - Epoch [127][1820/1879] lr: 5.123e-02, eta: 2 days, 12:07:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6840, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.6151 2021-07-10 11:09:26,370 - mmaction - INFO - Epoch [127][1840/1879] lr: 5.123e-02, eta: 2 days, 12:07:32, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6941, loss_cls: 2.4378, loss: 2.4378, grad_norm: 2.6744 2021-07-10 11:09:43,377 - mmaction - INFO - Epoch [127][1860/1879] lr: 5.123e-02, eta: 2 days, 12:07:14, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6852, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.6100 2021-07-10 11:10:01,909 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 11:10:01,914 - mmaction - INFO - 106 BN found 2021-07-10 11:14:33,908 - mmaction - INFO - BN stats updated 2021-07-10 11:15:48,531 - mmaction - INFO - Epoch [128][20/1879] lr: 5.061e-02, eta: 2 days, 12:07:17, time: 3.629, data_time: 2.579, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6785, loss_cls: 2.4801, loss: 2.4801, grad_norm: 2.6962 2021-07-10 11:16:05,069 - mmaction - INFO - Epoch [128][40/1879] lr: 5.061e-02, eta: 2 days, 12:06:58, time: 0.828, data_time: 0.008, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6867, loss_cls: 2.4378, loss: 2.4378, grad_norm: 2.6546 2021-07-10 11:16:21,607 - mmaction - INFO - Epoch [128][60/1879] lr: 5.061e-02, eta: 2 days, 12:06:39, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.6505 2021-07-10 11:16:38,192 - mmaction - INFO - Epoch [128][80/1879] lr: 5.061e-02, eta: 2 days, 12:06:19, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6891, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.6924 2021-07-10 11:16:54,831 - mmaction - INFO - Epoch [128][100/1879] lr: 5.061e-02, eta: 2 days, 12:06:00, time: 0.834, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4607, loss: 2.4607, grad_norm: 2.7370 2021-07-10 11:17:11,530 - mmaction - INFO - Epoch [128][120/1879] lr: 5.061e-02, eta: 2 days, 12:05:41, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4823, loss: 2.4823, grad_norm: 2.6755 2021-07-10 11:17:28,255 - mmaction - INFO - Epoch [128][140/1879] lr: 5.061e-02, eta: 2 days, 12:05:22, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6937, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.7385 2021-07-10 11:17:45,028 - mmaction - INFO - Epoch [128][160/1879] lr: 5.061e-02, eta: 2 days, 12:05:03, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6980, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.6781 2021-07-10 11:18:01,785 - mmaction - INFO - Epoch [128][180/1879] lr: 5.061e-02, eta: 2 days, 12:04:44, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.6650 2021-07-10 11:18:18,559 - mmaction - INFO - Epoch [128][200/1879] lr: 5.061e-02, eta: 2 days, 12:04:25, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6840, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.7097 2021-07-10 11:18:35,514 - mmaction - INFO - Epoch [128][220/1879] lr: 5.061e-02, eta: 2 days, 12:04:07, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6855, loss_cls: 2.5080, loss: 2.5080, grad_norm: 2.7185 2021-07-10 11:18:52,451 - mmaction - INFO - Epoch [128][240/1879] lr: 5.061e-02, eta: 2 days, 12:03:48, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6895, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.6818 2021-07-10 11:19:09,320 - mmaction - INFO - Epoch [128][260/1879] lr: 5.061e-02, eta: 2 days, 12:03:29, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6980, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.6656 2021-07-10 11:19:26,237 - mmaction - INFO - Epoch [128][280/1879] lr: 5.061e-02, eta: 2 days, 12:03:10, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6973, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.5841 2021-07-10 11:19:43,171 - mmaction - INFO - Epoch [128][300/1879] lr: 5.061e-02, eta: 2 days, 12:02:51, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6902, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.7329 2021-07-10 11:20:00,158 - mmaction - INFO - Epoch [128][320/1879] lr: 5.061e-02, eta: 2 days, 12:02:33, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6859, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.7719 2021-07-10 11:20:17,202 - mmaction - INFO - Epoch [128][340/1879] lr: 5.061e-02, eta: 2 days, 12:02:14, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6875, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.6823 2021-07-10 11:20:34,158 - mmaction - INFO - Epoch [128][360/1879] lr: 5.061e-02, eta: 2 days, 12:01:55, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7051, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.6755 2021-07-10 11:20:51,272 - mmaction - INFO - Epoch [128][380/1879] lr: 5.061e-02, eta: 2 days, 12:01:37, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6906, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.7005 2021-07-10 11:21:08,166 - mmaction - INFO - Epoch [128][400/1879] lr: 5.061e-02, eta: 2 days, 12:01:18, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7012, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.7048 2021-07-10 11:21:25,319 - mmaction - INFO - Epoch [128][420/1879] lr: 5.061e-02, eta: 2 days, 12:00:59, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6879, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.6213 2021-07-10 11:21:42,109 - mmaction - INFO - Epoch [128][440/1879] lr: 5.061e-02, eta: 2 days, 12:00:40, time: 0.839, data_time: 0.000, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6859, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.7280 2021-07-10 11:21:59,206 - mmaction - INFO - Epoch [128][460/1879] lr: 5.061e-02, eta: 2 days, 12:00:22, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6941, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.6746 2021-07-10 11:22:16,152 - mmaction - INFO - Epoch [128][480/1879] lr: 5.061e-02, eta: 2 days, 12:00:03, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6973, loss_cls: 2.4279, loss: 2.4279, grad_norm: 2.6932 2021-07-10 11:22:33,143 - mmaction - INFO - Epoch [128][500/1879] lr: 5.061e-02, eta: 2 days, 11:59:44, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6844, loss_cls: 2.4888, loss: 2.4888, grad_norm: 2.6952 2021-07-10 11:22:50,180 - mmaction - INFO - Epoch [128][520/1879] lr: 5.061e-02, eta: 2 days, 11:59:25, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6914, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.6868 2021-07-10 11:23:07,255 - mmaction - INFO - Epoch [128][540/1879] lr: 5.061e-02, eta: 2 days, 11:59:07, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6973, loss_cls: 2.4248, loss: 2.4248, grad_norm: 2.6477 2021-07-10 11:23:24,139 - mmaction - INFO - Epoch [128][560/1879] lr: 5.061e-02, eta: 2 days, 11:58:48, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.4521, loss: 2.4521, grad_norm: 2.6968 2021-07-10 11:23:41,089 - mmaction - INFO - Epoch [128][580/1879] lr: 5.061e-02, eta: 2 days, 11:58:29, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.3843, loss: 2.3843, grad_norm: 2.6689 2021-07-10 11:23:58,180 - mmaction - INFO - Epoch [128][600/1879] lr: 5.061e-02, eta: 2 days, 11:58:10, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6926, loss_cls: 2.4854, loss: 2.4854, grad_norm: 2.6697 2021-07-10 11:24:15,135 - mmaction - INFO - Epoch [128][620/1879] lr: 5.061e-02, eta: 2 days, 11:57:52, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6902, loss_cls: 2.4597, loss: 2.4597, grad_norm: 2.6334 2021-07-10 11:24:32,071 - mmaction - INFO - Epoch [128][640/1879] lr: 5.061e-02, eta: 2 days, 11:57:33, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6949, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.6626 2021-07-10 11:24:48,974 - mmaction - INFO - Epoch [128][660/1879] lr: 5.061e-02, eta: 2 days, 11:57:14, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7102, loss_cls: 2.3540, loss: 2.3540, grad_norm: 2.5574 2021-07-10 11:25:05,952 - mmaction - INFO - Epoch [128][680/1879] lr: 5.061e-02, eta: 2 days, 11:56:55, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6777, loss_cls: 2.4768, loss: 2.4768, grad_norm: 2.6297 2021-07-10 11:25:22,824 - mmaction - INFO - Epoch [128][700/1879] lr: 5.061e-02, eta: 2 days, 11:56:37, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6832, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.6677 2021-07-10 11:25:39,898 - mmaction - INFO - Epoch [128][720/1879] lr: 5.061e-02, eta: 2 days, 11:56:18, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6945, loss_cls: 2.4123, loss: 2.4123, grad_norm: 2.6564 2021-07-10 11:25:56,865 - mmaction - INFO - Epoch [128][740/1879] lr: 5.061e-02, eta: 2 days, 11:55:59, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6777, loss_cls: 2.5224, loss: 2.5224, grad_norm: 2.7067 2021-07-10 11:26:13,942 - mmaction - INFO - Epoch [128][760/1879] lr: 5.061e-02, eta: 2 days, 11:55:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6852, loss_cls: 2.5091, loss: 2.5091, grad_norm: 2.7052 2021-07-10 11:26:30,871 - mmaction - INFO - Epoch [128][780/1879] lr: 5.061e-02, eta: 2 days, 11:55:22, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.7021 2021-07-10 11:26:47,832 - mmaction - INFO - Epoch [128][800/1879] lr: 5.061e-02, eta: 2 days, 11:55:03, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7012, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.6647 2021-07-10 11:27:04,886 - mmaction - INFO - Epoch [128][820/1879] lr: 5.061e-02, eta: 2 days, 11:54:44, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6879, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.6287 2021-07-10 11:27:21,961 - mmaction - INFO - Epoch [128][840/1879] lr: 5.061e-02, eta: 2 days, 11:54:26, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6996, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.6071 2021-07-10 11:27:38,919 - mmaction - INFO - Epoch [128][860/1879] lr: 5.061e-02, eta: 2 days, 11:54:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6926, loss_cls: 2.4383, loss: 2.4383, grad_norm: 2.6873 2021-07-10 11:27:55,994 - mmaction - INFO - Epoch [128][880/1879] lr: 5.061e-02, eta: 2 days, 11:53:48, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6840, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.7147 2021-07-10 11:28:12,849 - mmaction - INFO - Epoch [128][900/1879] lr: 5.061e-02, eta: 2 days, 11:53:29, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.7104 2021-07-10 11:28:29,910 - mmaction - INFO - Epoch [128][920/1879] lr: 5.061e-02, eta: 2 days, 11:53:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.6940 2021-07-10 11:28:46,918 - mmaction - INFO - Epoch [128][940/1879] lr: 5.061e-02, eta: 2 days, 11:52:52, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6902, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.6254 2021-07-10 11:29:04,028 - mmaction - INFO - Epoch [128][960/1879] lr: 5.061e-02, eta: 2 days, 11:52:33, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6949, loss_cls: 2.4753, loss: 2.4753, grad_norm: 2.6864 2021-07-10 11:29:21,146 - mmaction - INFO - Epoch [128][980/1879] lr: 5.061e-02, eta: 2 days, 11:52:15, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.7016, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.6980 2021-07-10 11:29:38,175 - mmaction - INFO - Epoch [128][1000/1879] lr: 5.061e-02, eta: 2 days, 11:51:56, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6785, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.7424 2021-07-10 11:29:55,083 - mmaction - INFO - Epoch [128][1020/1879] lr: 5.061e-02, eta: 2 days, 11:51:37, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6773, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.6477 2021-07-10 11:30:12,147 - mmaction - INFO - Epoch [128][1040/1879] lr: 5.061e-02, eta: 2 days, 11:51:19, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6949, loss_cls: 2.4412, loss: 2.4412, grad_norm: 2.6917 2021-07-10 11:30:29,245 - mmaction - INFO - Epoch [128][1060/1879] lr: 5.061e-02, eta: 2 days, 11:51:00, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6941, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.5951 2021-07-10 11:30:46,549 - mmaction - INFO - Epoch [128][1080/1879] lr: 5.061e-02, eta: 2 days, 11:50:42, time: 0.865, data_time: 0.007, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.6866 2021-07-10 11:31:03,581 - mmaction - INFO - Epoch [128][1100/1879] lr: 5.061e-02, eta: 2 days, 11:50:23, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7004, loss_cls: 2.4353, loss: 2.4353, grad_norm: 2.6562 2021-07-10 11:31:20,756 - mmaction - INFO - Epoch [128][1120/1879] lr: 5.061e-02, eta: 2 days, 11:50:04, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6887, loss_cls: 2.4809, loss: 2.4809, grad_norm: 2.7052 2021-07-10 11:31:37,736 - mmaction - INFO - Epoch [128][1140/1879] lr: 5.061e-02, eta: 2 days, 11:49:46, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4561, loss: 2.4561, grad_norm: 2.7191 2021-07-10 11:31:54,620 - mmaction - INFO - Epoch [128][1160/1879] lr: 5.061e-02, eta: 2 days, 11:49:27, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6953, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.6720 2021-07-10 11:32:11,769 - mmaction - INFO - Epoch [128][1180/1879] lr: 5.061e-02, eta: 2 days, 11:49:08, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.7157 2021-07-10 11:32:28,730 - mmaction - INFO - Epoch [128][1200/1879] lr: 5.061e-02, eta: 2 days, 11:48:49, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6789, loss_cls: 2.5414, loss: 2.5414, grad_norm: 2.7509 2021-07-10 11:32:45,702 - mmaction - INFO - Epoch [128][1220/1879] lr: 5.061e-02, eta: 2 days, 11:48:31, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.4959, loss: 2.4959, grad_norm: 2.7043 2021-07-10 11:33:02,966 - mmaction - INFO - Epoch [128][1240/1879] lr: 5.061e-02, eta: 2 days, 11:48:12, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6965, loss_cls: 2.4173, loss: 2.4173, grad_norm: 2.6592 2021-07-10 11:33:19,781 - mmaction - INFO - Epoch [128][1260/1879] lr: 5.061e-02, eta: 2 days, 11:47:53, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6965, loss_cls: 2.4240, loss: 2.4240, grad_norm: 2.6697 2021-07-10 11:33:36,729 - mmaction - INFO - Epoch [128][1280/1879] lr: 5.061e-02, eta: 2 days, 11:47:35, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6695, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.7350 2021-07-10 11:33:54,038 - mmaction - INFO - Epoch [128][1300/1879] lr: 5.061e-02, eta: 2 days, 11:47:16, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.7217 2021-07-10 11:34:10,925 - mmaction - INFO - Epoch [128][1320/1879] lr: 5.061e-02, eta: 2 days, 11:46:57, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6875, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.6619 2021-07-10 11:34:28,078 - mmaction - INFO - Epoch [128][1340/1879] lr: 5.061e-02, eta: 2 days, 11:46:39, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6898, loss_cls: 2.4489, loss: 2.4489, grad_norm: 2.6270 2021-07-10 11:34:44,814 - mmaction - INFO - Epoch [128][1360/1879] lr: 5.061e-02, eta: 2 days, 11:46:20, time: 0.836, data_time: 0.000, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6926, loss_cls: 2.4447, loss: 2.4447, grad_norm: 2.6250 2021-07-10 11:35:01,792 - mmaction - INFO - Epoch [128][1380/1879] lr: 5.061e-02, eta: 2 days, 11:46:01, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7074, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.6521 2021-07-10 11:35:18,896 - mmaction - INFO - Epoch [128][1400/1879] lr: 5.061e-02, eta: 2 days, 11:45:42, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6684, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.7322 2021-07-10 11:35:35,934 - mmaction - INFO - Epoch [128][1420/1879] lr: 5.061e-02, eta: 2 days, 11:45:24, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6867, loss_cls: 2.4668, loss: 2.4668, grad_norm: 2.6634 2021-07-10 11:35:52,907 - mmaction - INFO - Epoch [128][1440/1879] lr: 5.061e-02, eta: 2 days, 11:45:05, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.7204 2021-07-10 11:36:09,759 - mmaction - INFO - Epoch [128][1460/1879] lr: 5.061e-02, eta: 2 days, 11:44:46, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6895, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.6926 2021-07-10 11:36:26,915 - mmaction - INFO - Epoch [128][1480/1879] lr: 5.061e-02, eta: 2 days, 11:44:28, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6996, loss_cls: 2.4071, loss: 2.4071, grad_norm: 2.6647 2021-07-10 11:36:43,928 - mmaction - INFO - Epoch [128][1500/1879] lr: 5.061e-02, eta: 2 days, 11:44:09, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6797, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.6438 2021-07-10 11:37:01,014 - mmaction - INFO - Epoch [128][1520/1879] lr: 5.061e-02, eta: 2 days, 11:43:50, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.6166 2021-07-10 11:37:17,943 - mmaction - INFO - Epoch [128][1540/1879] lr: 5.061e-02, eta: 2 days, 11:43:32, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6949, loss_cls: 2.4119, loss: 2.4119, grad_norm: 2.6943 2021-07-10 11:37:35,132 - mmaction - INFO - Epoch [128][1560/1879] lr: 5.061e-02, eta: 2 days, 11:43:13, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6875, loss_cls: 2.4689, loss: 2.4689, grad_norm: 2.7435 2021-07-10 11:37:52,145 - mmaction - INFO - Epoch [128][1580/1879] lr: 5.061e-02, eta: 2 days, 11:42:54, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6836, loss_cls: 2.5098, loss: 2.5098, grad_norm: 2.6596 2021-07-10 11:38:09,296 - mmaction - INFO - Epoch [128][1600/1879] lr: 5.061e-02, eta: 2 days, 11:42:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6836, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.6744 2021-07-10 11:38:26,399 - mmaction - INFO - Epoch [128][1620/1879] lr: 5.061e-02, eta: 2 days, 11:42:17, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6828, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.6910 2021-07-10 11:38:43,427 - mmaction - INFO - Epoch [128][1640/1879] lr: 5.061e-02, eta: 2 days, 11:41:58, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6836, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.7157 2021-07-10 11:39:00,513 - mmaction - INFO - Epoch [128][1660/1879] lr: 5.061e-02, eta: 2 days, 11:41:40, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6926, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.7610 2021-07-10 11:39:17,525 - mmaction - INFO - Epoch [128][1680/1879] lr: 5.061e-02, eta: 2 days, 11:41:21, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4291, loss: 2.4291, grad_norm: 2.6434 2021-07-10 11:39:34,647 - mmaction - INFO - Epoch [128][1700/1879] lr: 5.061e-02, eta: 2 days, 11:41:03, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6957, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.6513 2021-07-10 11:39:51,453 - mmaction - INFO - Epoch [128][1720/1879] lr: 5.061e-02, eta: 2 days, 11:40:44, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6926, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.6654 2021-07-10 11:40:08,808 - mmaction - INFO - Epoch [128][1740/1879] lr: 5.061e-02, eta: 2 days, 11:40:25, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.7228 2021-07-10 11:40:25,903 - mmaction - INFO - Epoch [128][1760/1879] lr: 5.061e-02, eta: 2 days, 11:40:07, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7105, loss_cls: 2.3993, loss: 2.3993, grad_norm: 2.6653 2021-07-10 11:40:43,007 - mmaction - INFO - Epoch [128][1780/1879] lr: 5.061e-02, eta: 2 days, 11:39:48, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6895, loss_cls: 2.5006, loss: 2.5006, grad_norm: 2.7108 2021-07-10 11:41:00,089 - mmaction - INFO - Epoch [128][1800/1879] lr: 5.061e-02, eta: 2 days, 11:39:29, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6785, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.7170 2021-07-10 11:41:17,223 - mmaction - INFO - Epoch [128][1820/1879] lr: 5.061e-02, eta: 2 days, 11:39:11, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6785, loss_cls: 2.5597, loss: 2.5597, grad_norm: 2.6821 2021-07-10 11:41:34,386 - mmaction - INFO - Epoch [128][1840/1879] lr: 5.061e-02, eta: 2 days, 11:38:52, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6863, loss_cls: 2.5086, loss: 2.5086, grad_norm: 2.6604 2021-07-10 11:41:51,315 - mmaction - INFO - Epoch [128][1860/1879] lr: 5.061e-02, eta: 2 days, 11:38:34, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6816, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.6122 2021-07-10 11:42:09,775 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 11:42:09,779 - mmaction - INFO - 106 BN found 2021-07-10 11:46:41,752 - mmaction - INFO - BN stats updated 2021-07-10 11:46:43,770 - mmaction - INFO - Saving checkpoint at 128 epochs 2021-07-10 11:47:58,487 - mmaction - INFO - Epoch [129][20/1879] lr: 5.000e-02, eta: 2 days, 11:38:32, time: 3.416, data_time: 2.601, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6941, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.7084 2021-07-10 11:48:15,047 - mmaction - INFO - Epoch [129][40/1879] lr: 5.000e-02, eta: 2 days, 11:38:13, time: 0.829, data_time: 0.010, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7008, loss_cls: 2.3610, loss: 2.3610, grad_norm: 2.6573 2021-07-10 11:48:31,568 - mmaction - INFO - Epoch [129][60/1879] lr: 5.000e-02, eta: 2 days, 11:37:54, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6871, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.6678 2021-07-10 11:48:48,036 - mmaction - INFO - Epoch [129][80/1879] lr: 5.000e-02, eta: 2 days, 11:37:35, time: 0.823, data_time: 0.003, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7086, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.6754 2021-07-10 11:49:04,724 - mmaction - INFO - Epoch [129][100/1879] lr: 5.000e-02, eta: 2 days, 11:37:16, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6887, loss_cls: 2.4686, loss: 2.4686, grad_norm: 2.6689 2021-07-10 11:49:21,366 - mmaction - INFO - Epoch [129][120/1879] lr: 5.000e-02, eta: 2 days, 11:36:57, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.6914, loss_cls: 2.4220, loss: 2.4220, grad_norm: 2.6851 2021-07-10 11:49:38,179 - mmaction - INFO - Epoch [129][140/1879] lr: 5.000e-02, eta: 2 days, 11:36:38, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6918, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.6617 2021-07-10 11:49:55,077 - mmaction - INFO - Epoch [129][160/1879] lr: 5.000e-02, eta: 2 days, 11:36:19, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.7160 2021-07-10 11:50:12,191 - mmaction - INFO - Epoch [129][180/1879] lr: 5.000e-02, eta: 2 days, 11:36:00, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.6798 2021-07-10 11:50:29,337 - mmaction - INFO - Epoch [129][200/1879] lr: 5.000e-02, eta: 2 days, 11:35:42, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.4895, loss: 2.4895, grad_norm: 2.7220 2021-07-10 11:50:46,263 - mmaction - INFO - Epoch [129][220/1879] lr: 5.000e-02, eta: 2 days, 11:35:23, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6867, loss_cls: 2.4424, loss: 2.4424, grad_norm: 2.6697 2021-07-10 11:51:03,277 - mmaction - INFO - Epoch [129][240/1879] lr: 5.000e-02, eta: 2 days, 11:35:04, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6980, loss_cls: 2.3842, loss: 2.3842, grad_norm: 2.6795 2021-07-10 11:51:20,387 - mmaction - INFO - Epoch [129][260/1879] lr: 5.000e-02, eta: 2 days, 11:34:46, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6875, loss_cls: 2.4520, loss: 2.4520, grad_norm: 2.7062 2021-07-10 11:51:37,431 - mmaction - INFO - Epoch [129][280/1879] lr: 5.000e-02, eta: 2 days, 11:34:27, time: 0.857, data_time: 0.007, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6898, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.6499 2021-07-10 11:51:54,522 - mmaction - INFO - Epoch [129][300/1879] lr: 5.000e-02, eta: 2 days, 11:34:08, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6992, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.7033 2021-07-10 11:52:11,643 - mmaction - INFO - Epoch [129][320/1879] lr: 5.000e-02, eta: 2 days, 11:33:50, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4676, top5_acc: 0.6984, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.6770 2021-07-10 11:52:28,769 - mmaction - INFO - Epoch [129][340/1879] lr: 5.000e-02, eta: 2 days, 11:33:31, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6785, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.7078 2021-07-10 11:52:45,867 - mmaction - INFO - Epoch [129][360/1879] lr: 5.000e-02, eta: 2 days, 11:33:13, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7047, loss_cls: 2.4050, loss: 2.4050, grad_norm: 2.6979 2021-07-10 11:53:02,923 - mmaction - INFO - Epoch [129][380/1879] lr: 5.000e-02, eta: 2 days, 11:32:54, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6715, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.7299 2021-07-10 11:53:19,880 - mmaction - INFO - Epoch [129][400/1879] lr: 5.000e-02, eta: 2 days, 11:32:35, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.7211 2021-07-10 11:53:36,712 - mmaction - INFO - Epoch [129][420/1879] lr: 5.000e-02, eta: 2 days, 11:32:16, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6988, loss_cls: 2.4114, loss: 2.4114, grad_norm: 2.6994 2021-07-10 11:53:53,860 - mmaction - INFO - Epoch [129][440/1879] lr: 5.000e-02, eta: 2 days, 11:31:58, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7121, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.6525 2021-07-10 11:54:10,829 - mmaction - INFO - Epoch [129][460/1879] lr: 5.000e-02, eta: 2 days, 11:31:39, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6855, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.7089 2021-07-10 11:54:27,785 - mmaction - INFO - Epoch [129][480/1879] lr: 5.000e-02, eta: 2 days, 11:31:20, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6984, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.7552 2021-07-10 11:54:45,059 - mmaction - INFO - Epoch [129][500/1879] lr: 5.000e-02, eta: 2 days, 11:31:02, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6918, loss_cls: 2.4815, loss: 2.4815, grad_norm: 2.7641 2021-07-10 11:55:02,011 - mmaction - INFO - Epoch [129][520/1879] lr: 5.000e-02, eta: 2 days, 11:30:43, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6934, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.7439 2021-07-10 11:55:19,033 - mmaction - INFO - Epoch [129][540/1879] lr: 5.000e-02, eta: 2 days, 11:30:24, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7129, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.6716 2021-07-10 11:55:36,023 - mmaction - INFO - Epoch [129][560/1879] lr: 5.000e-02, eta: 2 days, 11:30:06, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6852, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.7488 2021-07-10 11:55:52,995 - mmaction - INFO - Epoch [129][580/1879] lr: 5.000e-02, eta: 2 days, 11:29:47, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6664, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.6896 2021-07-10 11:56:09,865 - mmaction - INFO - Epoch [129][600/1879] lr: 5.000e-02, eta: 2 days, 11:29:28, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6914, loss_cls: 2.4150, loss: 2.4150, grad_norm: 2.5800 2021-07-10 11:56:26,878 - mmaction - INFO - Epoch [129][620/1879] lr: 5.000e-02, eta: 2 days, 11:29:09, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7027, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.7023 2021-07-10 11:56:43,762 - mmaction - INFO - Epoch [129][640/1879] lr: 5.000e-02, eta: 2 days, 11:28:51, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.7388 2021-07-10 11:57:00,827 - mmaction - INFO - Epoch [129][660/1879] lr: 5.000e-02, eta: 2 days, 11:28:32, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6754, loss_cls: 2.4899, loss: 2.4899, grad_norm: 2.7070 2021-07-10 11:57:17,778 - mmaction - INFO - Epoch [129][680/1879] lr: 5.000e-02, eta: 2 days, 11:28:13, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6965, loss_cls: 2.4654, loss: 2.4654, grad_norm: 2.6659 2021-07-10 11:57:34,947 - mmaction - INFO - Epoch [129][700/1879] lr: 5.000e-02, eta: 2 days, 11:27:55, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6930, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.6814 2021-07-10 11:57:51,920 - mmaction - INFO - Epoch [129][720/1879] lr: 5.000e-02, eta: 2 days, 11:27:36, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7008, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.6946 2021-07-10 11:58:08,971 - mmaction - INFO - Epoch [129][740/1879] lr: 5.000e-02, eta: 2 days, 11:27:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6926, loss_cls: 2.4529, loss: 2.4529, grad_norm: 2.7204 2021-07-10 11:58:26,142 - mmaction - INFO - Epoch [129][760/1879] lr: 5.000e-02, eta: 2 days, 11:26:59, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6895, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.7455 2021-07-10 11:58:43,330 - mmaction - INFO - Epoch [129][780/1879] lr: 5.000e-02, eta: 2 days, 11:26:40, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.7221 2021-07-10 11:59:00,218 - mmaction - INFO - Epoch [129][800/1879] lr: 5.000e-02, eta: 2 days, 11:26:21, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6957, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.6497 2021-07-10 11:59:17,413 - mmaction - INFO - Epoch [129][820/1879] lr: 5.000e-02, eta: 2 days, 11:26:03, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7020, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.6997 2021-07-10 11:59:34,227 - mmaction - INFO - Epoch [129][840/1879] lr: 5.000e-02, eta: 2 days, 11:25:44, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.6970 2021-07-10 11:59:51,239 - mmaction - INFO - Epoch [129][860/1879] lr: 5.000e-02, eta: 2 days, 11:25:25, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6937, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.6903 2021-07-10 12:00:10,779 - mmaction - INFO - Epoch [129][880/1879] lr: 5.000e-02, eta: 2 days, 11:25:09, time: 0.965, data_time: 0.001, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6988, loss_cls: 2.4101, loss: 2.4101, grad_norm: 2.7672 2021-07-10 12:00:27,831 - mmaction - INFO - Epoch [129][900/1879] lr: 5.000e-02, eta: 2 days, 11:24:51, time: 0.864, data_time: 0.019, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6781, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.7499 2021-07-10 12:00:44,952 - mmaction - INFO - Epoch [129][920/1879] lr: 5.000e-02, eta: 2 days, 11:24:32, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4943, loss: 2.4943, grad_norm: 2.7705 2021-07-10 12:01:01,629 - mmaction - INFO - Epoch [129][940/1879] lr: 5.000e-02, eta: 2 days, 11:24:13, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6902, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.6673 2021-07-10 12:01:18,628 - mmaction - INFO - Epoch [129][960/1879] lr: 5.000e-02, eta: 2 days, 11:23:54, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.6797 2021-07-10 12:01:35,774 - mmaction - INFO - Epoch [129][980/1879] lr: 5.000e-02, eta: 2 days, 11:23:36, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6949, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.6640 2021-07-10 12:01:52,700 - mmaction - INFO - Epoch [129][1000/1879] lr: 5.000e-02, eta: 2 days, 11:23:17, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6918, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.6520 2021-07-10 12:02:09,635 - mmaction - INFO - Epoch [129][1020/1879] lr: 5.000e-02, eta: 2 days, 11:22:58, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6805, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.6696 2021-07-10 12:02:26,756 - mmaction - INFO - Epoch [129][1040/1879] lr: 5.000e-02, eta: 2 days, 11:22:40, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6863, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.7065 2021-07-10 12:02:43,688 - mmaction - INFO - Epoch [129][1060/1879] lr: 5.000e-02, eta: 2 days, 11:22:21, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6879, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.6885 2021-07-10 12:03:00,694 - mmaction - INFO - Epoch [129][1080/1879] lr: 5.000e-02, eta: 2 days, 11:22:02, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6824, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.6548 2021-07-10 12:03:17,782 - mmaction - INFO - Epoch [129][1100/1879] lr: 5.000e-02, eta: 2 days, 11:21:43, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5466, loss: 2.5466, grad_norm: 2.6331 2021-07-10 12:03:35,028 - mmaction - INFO - Epoch [129][1120/1879] lr: 5.000e-02, eta: 2 days, 11:21:25, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6898, loss_cls: 2.4541, loss: 2.4541, grad_norm: 2.6628 2021-07-10 12:03:51,994 - mmaction - INFO - Epoch [129][1140/1879] lr: 5.000e-02, eta: 2 days, 11:21:06, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6801, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.6777 2021-07-10 12:04:09,187 - mmaction - INFO - Epoch [129][1160/1879] lr: 5.000e-02, eta: 2 days, 11:20:48, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6961, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.6587 2021-07-10 12:04:26,065 - mmaction - INFO - Epoch [129][1180/1879] lr: 5.000e-02, eta: 2 days, 11:20:29, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6937, loss_cls: 2.4354, loss: 2.4354, grad_norm: 2.6774 2021-07-10 12:04:43,038 - mmaction - INFO - Epoch [129][1200/1879] lr: 5.000e-02, eta: 2 days, 11:20:10, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6922, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.6749 2021-07-10 12:05:00,038 - mmaction - INFO - Epoch [129][1220/1879] lr: 5.000e-02, eta: 2 days, 11:19:52, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6754, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.7084 2021-07-10 12:05:17,022 - mmaction - INFO - Epoch [129][1240/1879] lr: 5.000e-02, eta: 2 days, 11:19:33, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6965, loss_cls: 2.4150, loss: 2.4150, grad_norm: 2.6736 2021-07-10 12:05:34,049 - mmaction - INFO - Epoch [129][1260/1879] lr: 5.000e-02, eta: 2 days, 11:19:14, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6871, loss_cls: 2.4354, loss: 2.4354, grad_norm: 2.6323 2021-07-10 12:05:51,195 - mmaction - INFO - Epoch [129][1280/1879] lr: 5.000e-02, eta: 2 days, 11:18:56, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7102, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.6739 2021-07-10 12:06:08,314 - mmaction - INFO - Epoch [129][1300/1879] lr: 5.000e-02, eta: 2 days, 11:18:37, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6770, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.6940 2021-07-10 12:06:25,308 - mmaction - INFO - Epoch [129][1320/1879] lr: 5.000e-02, eta: 2 days, 11:18:18, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6965, loss_cls: 2.4430, loss: 2.4430, grad_norm: 2.7578 2021-07-10 12:06:42,272 - mmaction - INFO - Epoch [129][1340/1879] lr: 5.000e-02, eta: 2 days, 11:18:00, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.7168 2021-07-10 12:06:59,253 - mmaction - INFO - Epoch [129][1360/1879] lr: 5.000e-02, eta: 2 days, 11:17:41, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6871, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.7030 2021-07-10 12:07:16,306 - mmaction - INFO - Epoch [129][1380/1879] lr: 5.000e-02, eta: 2 days, 11:17:22, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6797, loss_cls: 2.5312, loss: 2.5312, grad_norm: 2.7201 2021-07-10 12:07:33,191 - mmaction - INFO - Epoch [129][1400/1879] lr: 5.000e-02, eta: 2 days, 11:17:03, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6887, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.6358 2021-07-10 12:07:50,257 - mmaction - INFO - Epoch [129][1420/1879] lr: 5.000e-02, eta: 2 days, 11:16:45, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6902, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.6315 2021-07-10 12:08:07,291 - mmaction - INFO - Epoch [129][1440/1879] lr: 5.000e-02, eta: 2 days, 11:16:26, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6973, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.6372 2021-07-10 12:08:24,134 - mmaction - INFO - Epoch [129][1460/1879] lr: 5.000e-02, eta: 2 days, 11:16:07, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.6338 2021-07-10 12:08:41,032 - mmaction - INFO - Epoch [129][1480/1879] lr: 5.000e-02, eta: 2 days, 11:15:49, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6918, loss_cls: 2.4187, loss: 2.4187, grad_norm: 2.6834 2021-07-10 12:08:58,004 - mmaction - INFO - Epoch [129][1500/1879] lr: 5.000e-02, eta: 2 days, 11:15:30, time: 0.849, data_time: 0.007, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.6592 2021-07-10 12:09:14,956 - mmaction - INFO - Epoch [129][1520/1879] lr: 5.000e-02, eta: 2 days, 11:15:11, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6813, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.6314 2021-07-10 12:09:31,971 - mmaction - INFO - Epoch [129][1540/1879] lr: 5.000e-02, eta: 2 days, 11:14:52, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6793, loss_cls: 2.4702, loss: 2.4702, grad_norm: 2.6838 2021-07-10 12:09:49,088 - mmaction - INFO - Epoch [129][1560/1879] lr: 5.000e-02, eta: 2 days, 11:14:34, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6840, loss_cls: 2.4766, loss: 2.4766, grad_norm: 2.7342 2021-07-10 12:10:06,199 - mmaction - INFO - Epoch [129][1580/1879] lr: 5.000e-02, eta: 2 days, 11:14:15, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6801, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.7000 2021-07-10 12:10:23,208 - mmaction - INFO - Epoch [129][1600/1879] lr: 5.000e-02, eta: 2 days, 11:13:57, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6836, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.6445 2021-07-10 12:10:40,369 - mmaction - INFO - Epoch [129][1620/1879] lr: 5.000e-02, eta: 2 days, 11:13:38, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6816, loss_cls: 2.4496, loss: 2.4496, grad_norm: 2.6233 2021-07-10 12:10:57,445 - mmaction - INFO - Epoch [129][1640/1879] lr: 5.000e-02, eta: 2 days, 11:13:19, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6797, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.6796 2021-07-10 12:11:14,470 - mmaction - INFO - Epoch [129][1660/1879] lr: 5.000e-02, eta: 2 days, 11:13:01, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6824, loss_cls: 2.4432, loss: 2.4432, grad_norm: 2.6470 2021-07-10 12:11:31,623 - mmaction - INFO - Epoch [129][1680/1879] lr: 5.000e-02, eta: 2 days, 11:12:42, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6910, loss_cls: 2.4554, loss: 2.4554, grad_norm: 2.7188 2021-07-10 12:11:48,718 - mmaction - INFO - Epoch [129][1700/1879] lr: 5.000e-02, eta: 2 days, 11:12:24, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6891, loss_cls: 2.4841, loss: 2.4841, grad_norm: 2.7015 2021-07-10 12:12:05,781 - mmaction - INFO - Epoch [129][1720/1879] lr: 5.000e-02, eta: 2 days, 11:12:05, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6828, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.6814 2021-07-10 12:12:22,737 - mmaction - INFO - Epoch [129][1740/1879] lr: 5.000e-02, eta: 2 days, 11:11:46, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.6609 2021-07-10 12:12:39,546 - mmaction - INFO - Epoch [129][1760/1879] lr: 5.000e-02, eta: 2 days, 11:11:27, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5004, loss: 2.5004, grad_norm: 2.7231 2021-07-10 12:12:56,698 - mmaction - INFO - Epoch [129][1780/1879] lr: 5.000e-02, eta: 2 days, 11:11:09, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6711, loss_cls: 2.5641, loss: 2.5641, grad_norm: 2.6815 2021-07-10 12:13:13,690 - mmaction - INFO - Epoch [129][1800/1879] lr: 5.000e-02, eta: 2 days, 11:10:50, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6875, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.6789 2021-07-10 12:13:30,866 - mmaction - INFO - Epoch [129][1820/1879] lr: 5.000e-02, eta: 2 days, 11:10:32, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4158, loss: 2.4158, grad_norm: 2.6109 2021-07-10 12:13:48,049 - mmaction - INFO - Epoch [129][1840/1879] lr: 5.000e-02, eta: 2 days, 11:10:13, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.6856 2021-07-10 12:14:05,100 - mmaction - INFO - Epoch [129][1860/1879] lr: 5.000e-02, eta: 2 days, 11:09:54, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6941, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.6916 2021-07-10 12:14:35,897 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 12:14:35,901 - mmaction - INFO - 106 BN found 2021-07-10 12:19:13,732 - mmaction - INFO - BN stats updated 2021-07-10 12:21:19,901 - mmaction - INFO - Epoch [130][20/1879] lr: 4.939e-02, eta: 2 days, 11:10:48, time: 6.207, data_time: 5.330, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7012, loss_cls: 2.3838, loss: 2.3838, grad_norm: 2.6760 2021-07-10 12:21:36,451 - mmaction - INFO - Epoch [130][40/1879] lr: 4.939e-02, eta: 2 days, 11:10:28, time: 0.824, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6965, loss_cls: 2.4554, loss: 2.4554, grad_norm: 2.7054 2021-07-10 12:21:52,956 - mmaction - INFO - Epoch [130][60/1879] lr: 4.939e-02, eta: 2 days, 11:10:09, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7059, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.6753 2021-07-10 12:22:09,527 - mmaction - INFO - Epoch [130][80/1879] lr: 4.939e-02, eta: 2 days, 11:09:50, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.7051, loss_cls: 2.4587, loss: 2.4587, grad_norm: 2.6817 2021-07-10 12:22:26,097 - mmaction - INFO - Epoch [130][100/1879] lr: 4.939e-02, eta: 2 days, 11:09:31, time: 0.828, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6848, loss_cls: 2.4726, loss: 2.4726, grad_norm: 2.7118 2021-07-10 12:22:42,720 - mmaction - INFO - Epoch [130][120/1879] lr: 4.939e-02, eta: 2 days, 11:09:12, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6918, loss_cls: 2.4124, loss: 2.4124, grad_norm: 2.6773 2021-07-10 12:22:59,332 - mmaction - INFO - Epoch [130][140/1879] lr: 4.939e-02, eta: 2 days, 11:08:53, time: 0.831, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7039, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.6174 2021-07-10 12:23:15,967 - mmaction - INFO - Epoch [130][160/1879] lr: 4.939e-02, eta: 2 days, 11:08:34, time: 0.831, data_time: 0.001, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7059, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.7077 2021-07-10 12:23:32,768 - mmaction - INFO - Epoch [130][180/1879] lr: 4.939e-02, eta: 2 days, 11:08:15, time: 0.839, data_time: 0.006, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6961, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.7602 2021-07-10 12:23:49,512 - mmaction - INFO - Epoch [130][200/1879] lr: 4.939e-02, eta: 2 days, 11:07:56, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6910, loss_cls: 2.4647, loss: 2.4647, grad_norm: 2.7045 2021-07-10 12:24:06,387 - mmaction - INFO - Epoch [130][220/1879] lr: 4.939e-02, eta: 2 days, 11:07:37, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6848, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.7071 2021-07-10 12:24:23,360 - mmaction - INFO - Epoch [130][240/1879] lr: 4.939e-02, eta: 2 days, 11:07:18, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6937, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.7075 2021-07-10 12:24:40,362 - mmaction - INFO - Epoch [130][260/1879] lr: 4.939e-02, eta: 2 days, 11:07:00, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6863, loss_cls: 2.4930, loss: 2.4930, grad_norm: 2.7165 2021-07-10 12:24:57,332 - mmaction - INFO - Epoch [130][280/1879] lr: 4.939e-02, eta: 2 days, 11:06:41, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6961, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.7107 2021-07-10 12:25:14,392 - mmaction - INFO - Epoch [130][300/1879] lr: 4.939e-02, eta: 2 days, 11:06:22, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6937, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.7562 2021-07-10 12:25:31,144 - mmaction - INFO - Epoch [130][320/1879] lr: 4.939e-02, eta: 2 days, 11:06:03, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.7075 2021-07-10 12:25:48,063 - mmaction - INFO - Epoch [130][340/1879] lr: 4.939e-02, eta: 2 days, 11:05:45, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6941, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.6820 2021-07-10 12:26:04,913 - mmaction - INFO - Epoch [130][360/1879] lr: 4.939e-02, eta: 2 days, 11:05:26, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6863, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.7764 2021-07-10 12:26:21,889 - mmaction - INFO - Epoch [130][380/1879] lr: 4.939e-02, eta: 2 days, 11:05:07, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.6984, loss_cls: 2.3936, loss: 2.3936, grad_norm: 2.6603 2021-07-10 12:26:38,893 - mmaction - INFO - Epoch [130][400/1879] lr: 4.939e-02, eta: 2 days, 11:04:48, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6891, loss_cls: 2.4087, loss: 2.4087, grad_norm: 2.6691 2021-07-10 12:26:55,894 - mmaction - INFO - Epoch [130][420/1879] lr: 4.939e-02, eta: 2 days, 11:04:30, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7035, loss_cls: 2.3843, loss: 2.3843, grad_norm: 2.7496 2021-07-10 12:27:12,857 - mmaction - INFO - Epoch [130][440/1879] lr: 4.939e-02, eta: 2 days, 11:04:11, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4734, top5_acc: 0.6836, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.7239 2021-07-10 12:27:29,820 - mmaction - INFO - Epoch [130][460/1879] lr: 4.939e-02, eta: 2 days, 11:03:52, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4350, loss: 2.4350, grad_norm: 2.7695 2021-07-10 12:27:46,932 - mmaction - INFO - Epoch [130][480/1879] lr: 4.939e-02, eta: 2 days, 11:03:34, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6680, loss_cls: 2.5566, loss: 2.5566, grad_norm: 2.7152 2021-07-10 12:28:03,912 - mmaction - INFO - Epoch [130][500/1879] lr: 4.939e-02, eta: 2 days, 11:03:15, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 2.4082, loss: 2.4082, grad_norm: 2.6831 2021-07-10 12:28:20,788 - mmaction - INFO - Epoch [130][520/1879] lr: 4.939e-02, eta: 2 days, 11:02:56, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7129, loss_cls: 2.3634, loss: 2.3634, grad_norm: 2.6908 2021-07-10 12:28:37,890 - mmaction - INFO - Epoch [130][540/1879] lr: 4.939e-02, eta: 2 days, 11:02:37, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.7221 2021-07-10 12:28:54,927 - mmaction - INFO - Epoch [130][560/1879] lr: 4.939e-02, eta: 2 days, 11:02:19, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6984, loss_cls: 2.4146, loss: 2.4146, grad_norm: 2.7056 2021-07-10 12:29:11,848 - mmaction - INFO - Epoch [130][580/1879] lr: 4.939e-02, eta: 2 days, 11:02:00, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6785, loss_cls: 2.4753, loss: 2.4753, grad_norm: 2.7332 2021-07-10 12:29:28,813 - mmaction - INFO - Epoch [130][600/1879] lr: 4.939e-02, eta: 2 days, 11:01:41, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.6540 2021-07-10 12:29:45,714 - mmaction - INFO - Epoch [130][620/1879] lr: 4.939e-02, eta: 2 days, 11:01:23, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6797, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.7422 2021-07-10 12:30:02,862 - mmaction - INFO - Epoch [130][640/1879] lr: 4.939e-02, eta: 2 days, 11:01:04, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.6670 2021-07-10 12:30:19,846 - mmaction - INFO - Epoch [130][660/1879] lr: 4.939e-02, eta: 2 days, 11:00:45, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6891, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.7399 2021-07-10 12:30:36,930 - mmaction - INFO - Epoch [130][680/1879] lr: 4.939e-02, eta: 2 days, 11:00:27, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6789, loss_cls: 2.4999, loss: 2.4999, grad_norm: 2.6458 2021-07-10 12:30:53,903 - mmaction - INFO - Epoch [130][700/1879] lr: 4.939e-02, eta: 2 days, 11:00:08, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7020, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.6277 2021-07-10 12:31:10,830 - mmaction - INFO - Epoch [130][720/1879] lr: 4.939e-02, eta: 2 days, 10:59:49, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.7184 2021-07-10 12:31:27,797 - mmaction - INFO - Epoch [130][740/1879] lr: 4.939e-02, eta: 2 days, 10:59:30, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6941, loss_cls: 2.4132, loss: 2.4132, grad_norm: 2.7299 2021-07-10 12:31:44,767 - mmaction - INFO - Epoch [130][760/1879] lr: 4.939e-02, eta: 2 days, 10:59:12, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7059, loss_cls: 2.3505, loss: 2.3505, grad_norm: 2.6530 2021-07-10 12:32:01,969 - mmaction - INFO - Epoch [130][780/1879] lr: 4.939e-02, eta: 2 days, 10:58:53, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4921, loss: 2.4921, grad_norm: 2.7949 2021-07-10 12:32:19,091 - mmaction - INFO - Epoch [130][800/1879] lr: 4.939e-02, eta: 2 days, 10:58:35, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6977, loss_cls: 2.4025, loss: 2.4025, grad_norm: 2.7610 2021-07-10 12:32:36,015 - mmaction - INFO - Epoch [130][820/1879] lr: 4.939e-02, eta: 2 days, 10:58:16, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.7138 2021-07-10 12:32:53,041 - mmaction - INFO - Epoch [130][840/1879] lr: 4.939e-02, eta: 2 days, 10:57:57, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6937, loss_cls: 2.4449, loss: 2.4449, grad_norm: 2.7410 2021-07-10 12:33:10,173 - mmaction - INFO - Epoch [130][860/1879] lr: 4.939e-02, eta: 2 days, 10:57:39, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6930, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.7559 2021-07-10 12:33:27,100 - mmaction - INFO - Epoch [130][880/1879] lr: 4.939e-02, eta: 2 days, 10:57:20, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6820, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.6477 2021-07-10 12:33:44,076 - mmaction - INFO - Epoch [130][900/1879] lr: 4.939e-02, eta: 2 days, 10:57:01, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.7172 2021-07-10 12:34:00,843 - mmaction - INFO - Epoch [130][920/1879] lr: 4.939e-02, eta: 2 days, 10:56:42, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6910, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.7584 2021-07-10 12:34:17,903 - mmaction - INFO - Epoch [130][940/1879] lr: 4.939e-02, eta: 2 days, 10:56:24, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6973, loss_cls: 2.4557, loss: 2.4557, grad_norm: 2.7580 2021-07-10 12:34:34,867 - mmaction - INFO - Epoch [130][960/1879] lr: 4.939e-02, eta: 2 days, 10:56:05, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6793, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.7215 2021-07-10 12:34:51,800 - mmaction - INFO - Epoch [130][980/1879] lr: 4.939e-02, eta: 2 days, 10:55:46, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6910, loss_cls: 2.4315, loss: 2.4315, grad_norm: 2.6326 2021-07-10 12:35:08,741 - mmaction - INFO - Epoch [130][1000/1879] lr: 4.939e-02, eta: 2 days, 10:55:27, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7047, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.6587 2021-07-10 12:35:25,671 - mmaction - INFO - Epoch [130][1020/1879] lr: 4.939e-02, eta: 2 days, 10:55:09, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4774, loss: 2.4774, grad_norm: 2.6692 2021-07-10 12:35:42,711 - mmaction - INFO - Epoch [130][1040/1879] lr: 4.939e-02, eta: 2 days, 10:54:50, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6809, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.6613 2021-07-10 12:35:59,723 - mmaction - INFO - Epoch [130][1060/1879] lr: 4.939e-02, eta: 2 days, 10:54:31, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6844, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.6607 2021-07-10 12:36:16,728 - mmaction - INFO - Epoch [130][1080/1879] lr: 4.939e-02, eta: 2 days, 10:54:13, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6859, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.7209 2021-07-10 12:36:33,704 - mmaction - INFO - Epoch [130][1100/1879] lr: 4.939e-02, eta: 2 days, 10:53:54, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6809, loss_cls: 2.5201, loss: 2.5201, grad_norm: 2.7788 2021-07-10 12:36:50,629 - mmaction - INFO - Epoch [130][1120/1879] lr: 4.939e-02, eta: 2 days, 10:53:35, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6785, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.6703 2021-07-10 12:37:07,523 - mmaction - INFO - Epoch [130][1140/1879] lr: 4.939e-02, eta: 2 days, 10:53:16, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6691, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.6464 2021-07-10 12:37:24,493 - mmaction - INFO - Epoch [130][1160/1879] lr: 4.939e-02, eta: 2 days, 10:52:58, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6941, loss_cls: 2.4485, loss: 2.4485, grad_norm: 2.7232 2021-07-10 12:37:41,560 - mmaction - INFO - Epoch [130][1180/1879] lr: 4.939e-02, eta: 2 days, 10:52:39, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.6952 2021-07-10 12:37:58,479 - mmaction - INFO - Epoch [130][1200/1879] lr: 4.939e-02, eta: 2 days, 10:52:20, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6906, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.7517 2021-07-10 12:38:15,572 - mmaction - INFO - Epoch [130][1220/1879] lr: 4.939e-02, eta: 2 days, 10:52:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6707, loss_cls: 2.5165, loss: 2.5165, grad_norm: 2.7626 2021-07-10 12:38:32,645 - mmaction - INFO - Epoch [130][1240/1879] lr: 4.939e-02, eta: 2 days, 10:51:43, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6934, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.7050 2021-07-10 12:38:49,671 - mmaction - INFO - Epoch [130][1260/1879] lr: 4.939e-02, eta: 2 days, 10:51:25, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6934, loss_cls: 2.4046, loss: 2.4046, grad_norm: 2.6835 2021-07-10 12:39:06,564 - mmaction - INFO - Epoch [130][1280/1879] lr: 4.939e-02, eta: 2 days, 10:51:06, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6930, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.7144 2021-07-10 12:39:23,542 - mmaction - INFO - Epoch [130][1300/1879] lr: 4.939e-02, eta: 2 days, 10:50:47, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6910, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.7078 2021-07-10 12:39:40,369 - mmaction - INFO - Epoch [130][1320/1879] lr: 4.939e-02, eta: 2 days, 10:50:28, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7039, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.6156 2021-07-10 12:39:57,408 - mmaction - INFO - Epoch [130][1340/1879] lr: 4.939e-02, eta: 2 days, 10:50:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6906, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.6327 2021-07-10 12:40:14,411 - mmaction - INFO - Epoch [130][1360/1879] lr: 4.939e-02, eta: 2 days, 10:49:51, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.7047, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.7023 2021-07-10 12:40:31,418 - mmaction - INFO - Epoch [130][1380/1879] lr: 4.939e-02, eta: 2 days, 10:49:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6867, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.6310 2021-07-10 12:40:48,431 - mmaction - INFO - Epoch [130][1400/1879] lr: 4.939e-02, eta: 2 days, 10:49:13, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6922, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.6625 2021-07-10 12:41:05,284 - mmaction - INFO - Epoch [130][1420/1879] lr: 4.939e-02, eta: 2 days, 10:48:55, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4445, top5_acc: 0.7012, loss_cls: 2.4204, loss: 2.4204, grad_norm: 2.6920 2021-07-10 12:41:22,199 - mmaction - INFO - Epoch [130][1440/1879] lr: 4.939e-02, eta: 2 days, 10:48:36, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7004, loss_cls: 2.3771, loss: 2.3771, grad_norm: 2.6719 2021-07-10 12:41:39,033 - mmaction - INFO - Epoch [130][1460/1879] lr: 4.939e-02, eta: 2 days, 10:48:17, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6848, loss_cls: 2.5185, loss: 2.5185, grad_norm: 2.7339 2021-07-10 12:41:56,157 - mmaction - INFO - Epoch [130][1480/1879] lr: 4.939e-02, eta: 2 days, 10:47:58, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6707, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.6630 2021-07-10 12:42:13,127 - mmaction - INFO - Epoch [130][1500/1879] lr: 4.939e-02, eta: 2 days, 10:47:40, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6891, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.6894 2021-07-10 12:42:30,148 - mmaction - INFO - Epoch [130][1520/1879] lr: 4.939e-02, eta: 2 days, 10:47:21, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6891, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.7118 2021-07-10 12:42:47,204 - mmaction - INFO - Epoch [130][1540/1879] lr: 4.939e-02, eta: 2 days, 10:47:03, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6949, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.7797 2021-07-10 12:43:04,320 - mmaction - INFO - Epoch [130][1560/1879] lr: 4.939e-02, eta: 2 days, 10:46:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6844, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.7116 2021-07-10 12:43:21,179 - mmaction - INFO - Epoch [130][1580/1879] lr: 4.939e-02, eta: 2 days, 10:46:25, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6879, loss_cls: 2.4197, loss: 2.4197, grad_norm: 2.6677 2021-07-10 12:43:38,249 - mmaction - INFO - Epoch [130][1600/1879] lr: 4.939e-02, eta: 2 days, 10:46:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6930, loss_cls: 2.4199, loss: 2.4199, grad_norm: 2.7322 2021-07-10 12:43:55,313 - mmaction - INFO - Epoch [130][1620/1879] lr: 4.939e-02, eta: 2 days, 10:45:48, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6895, loss_cls: 2.5028, loss: 2.5028, grad_norm: 2.7002 2021-07-10 12:44:12,328 - mmaction - INFO - Epoch [130][1640/1879] lr: 4.939e-02, eta: 2 days, 10:45:29, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7031, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.7050 2021-07-10 12:44:29,552 - mmaction - INFO - Epoch [130][1660/1879] lr: 4.939e-02, eta: 2 days, 10:45:11, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6922, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.7527 2021-07-10 12:44:46,430 - mmaction - INFO - Epoch [130][1680/1879] lr: 4.939e-02, eta: 2 days, 10:44:52, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.6808 2021-07-10 12:45:03,661 - mmaction - INFO - Epoch [130][1700/1879] lr: 4.939e-02, eta: 2 days, 10:44:34, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4442, loss: 2.4442, grad_norm: 2.7197 2021-07-10 12:45:20,703 - mmaction - INFO - Epoch [130][1720/1879] lr: 4.939e-02, eta: 2 days, 10:44:15, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6926, loss_cls: 2.4605, loss: 2.4605, grad_norm: 2.6944 2021-07-10 12:45:37,803 - mmaction - INFO - Epoch [130][1740/1879] lr: 4.939e-02, eta: 2 days, 10:43:56, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6832, loss_cls: 2.4985, loss: 2.4985, grad_norm: 2.7292 2021-07-10 12:45:54,879 - mmaction - INFO - Epoch [130][1760/1879] lr: 4.939e-02, eta: 2 days, 10:43:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6848, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.7005 2021-07-10 12:46:11,797 - mmaction - INFO - Epoch [130][1780/1879] lr: 4.939e-02, eta: 2 days, 10:43:19, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6848, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.6581 2021-07-10 12:46:28,974 - mmaction - INFO - Epoch [130][1800/1879] lr: 4.939e-02, eta: 2 days, 10:43:00, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6891, loss_cls: 2.4994, loss: 2.4994, grad_norm: 2.6750 2021-07-10 12:46:46,007 - mmaction - INFO - Epoch [130][1820/1879] lr: 4.939e-02, eta: 2 days, 10:42:42, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6937, loss_cls: 2.3867, loss: 2.3867, grad_norm: 2.6431 2021-07-10 12:47:03,266 - mmaction - INFO - Epoch [130][1840/1879] lr: 4.939e-02, eta: 2 days, 10:42:23, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6973, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.7279 2021-07-10 12:47:20,248 - mmaction - INFO - Epoch [130][1860/1879] lr: 4.939e-02, eta: 2 days, 10:42:05, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6918, loss_cls: 2.4420, loss: 2.4420, grad_norm: 2.6936 2021-07-10 12:47:47,274 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 12:47:47,282 - mmaction - INFO - 106 BN found 2021-07-10 12:52:23,228 - mmaction - INFO - BN stats updated 2021-07-10 12:55:46,652 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 12:55:47,499 - mmaction - INFO - top1_acc 0.5289 top5_acc 0.7862 2021-07-10 12:55:47,499 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 12:55:47,573 - mmaction - INFO - mean_acc 0.5289 2021-07-10 12:55:49,168 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_130.pth. 2021-07-10 12:55:49,168 - mmaction - INFO - Best top1_acc is 0.5289 at 130 epoch. 2021-07-10 12:55:49,192 - mmaction - INFO - Epoch(val) [130][155] top1_acc: 0.5289, top5_acc: 0.7862, mean_class_accuracy: 0.5289 2021-07-10 12:57:13,639 - mmaction - INFO - Epoch [131][20/1879] lr: 4.877e-02, eta: 2 days, 10:42:18, time: 4.221, data_time: 3.277, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6973, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.7244 2021-07-10 12:57:30,256 - mmaction - INFO - Epoch [131][40/1879] lr: 4.877e-02, eta: 2 days, 10:41:59, time: 0.832, data_time: 0.006, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6875, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.6734 2021-07-10 12:57:46,684 - mmaction - INFO - Epoch [131][60/1879] lr: 4.877e-02, eta: 2 days, 10:41:40, time: 0.819, data_time: 0.001, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6859, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.7072 2021-07-10 12:58:03,273 - mmaction - INFO - Epoch [131][80/1879] lr: 4.877e-02, eta: 2 days, 10:41:21, time: 0.828, data_time: 0.007, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6906, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.7097 2021-07-10 12:58:19,814 - mmaction - INFO - Epoch [131][100/1879] lr: 4.877e-02, eta: 2 days, 10:41:01, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6926, loss_cls: 2.4263, loss: 2.4263, grad_norm: 2.7314 2021-07-10 12:58:36,469 - mmaction - INFO - Epoch [131][120/1879] lr: 4.877e-02, eta: 2 days, 10:40:42, time: 0.833, data_time: 0.006, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6855, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.6536 2021-07-10 12:58:53,205 - mmaction - INFO - Epoch [131][140/1879] lr: 4.877e-02, eta: 2 days, 10:40:24, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.6773 2021-07-10 12:59:09,880 - mmaction - INFO - Epoch [131][160/1879] lr: 4.877e-02, eta: 2 days, 10:40:05, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6895, loss_cls: 2.4317, loss: 2.4317, grad_norm: 2.6880 2021-07-10 12:59:26,515 - mmaction - INFO - Epoch [131][180/1879] lr: 4.877e-02, eta: 2 days, 10:39:45, time: 0.830, data_time: 0.000, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6984, loss_cls: 2.4031, loss: 2.4031, grad_norm: 2.6768 2021-07-10 12:59:43,439 - mmaction - INFO - Epoch [131][200/1879] lr: 4.877e-02, eta: 2 days, 10:39:27, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7035, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.6254 2021-07-10 13:00:00,282 - mmaction - INFO - Epoch [131][220/1879] lr: 4.877e-02, eta: 2 days, 10:39:08, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4231, loss: 2.4231, grad_norm: 2.7565 2021-07-10 13:00:17,305 - mmaction - INFO - Epoch [131][240/1879] lr: 4.877e-02, eta: 2 days, 10:38:49, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7027, loss_cls: 2.4144, loss: 2.4144, grad_norm: 2.6941 2021-07-10 13:00:34,139 - mmaction - INFO - Epoch [131][260/1879] lr: 4.877e-02, eta: 2 days, 10:38:30, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6895, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.8026 2021-07-10 13:00:51,001 - mmaction - INFO - Epoch [131][280/1879] lr: 4.877e-02, eta: 2 days, 10:38:12, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6805, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.7517 2021-07-10 13:01:08,047 - mmaction - INFO - Epoch [131][300/1879] lr: 4.877e-02, eta: 2 days, 10:37:53, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.4641, loss: 2.4641, grad_norm: 2.7202 2021-07-10 13:01:24,845 - mmaction - INFO - Epoch [131][320/1879] lr: 4.877e-02, eta: 2 days, 10:37:34, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6895, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.6969 2021-07-10 13:01:41,947 - mmaction - INFO - Epoch [131][340/1879] lr: 4.877e-02, eta: 2 days, 10:37:16, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6773, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.7748 2021-07-10 13:01:58,996 - mmaction - INFO - Epoch [131][360/1879] lr: 4.877e-02, eta: 2 days, 10:36:57, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6977, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.6438 2021-07-10 13:02:16,050 - mmaction - INFO - Epoch [131][380/1879] lr: 4.877e-02, eta: 2 days, 10:36:38, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6875, loss_cls: 2.4598, loss: 2.4598, grad_norm: 2.7762 2021-07-10 13:02:33,128 - mmaction - INFO - Epoch [131][400/1879] lr: 4.877e-02, eta: 2 days, 10:36:20, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.7349 2021-07-10 13:02:50,182 - mmaction - INFO - Epoch [131][420/1879] lr: 4.877e-02, eta: 2 days, 10:36:01, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3278, loss: 2.3278, grad_norm: 2.7431 2021-07-10 13:03:07,285 - mmaction - INFO - Epoch [131][440/1879] lr: 4.877e-02, eta: 2 days, 10:35:42, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.7063 2021-07-10 13:03:24,313 - mmaction - INFO - Epoch [131][460/1879] lr: 4.877e-02, eta: 2 days, 10:35:24, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6910, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.7029 2021-07-10 13:03:41,176 - mmaction - INFO - Epoch [131][480/1879] lr: 4.877e-02, eta: 2 days, 10:35:05, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6758, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.7041 2021-07-10 13:03:58,193 - mmaction - INFO - Epoch [131][500/1879] lr: 4.877e-02, eta: 2 days, 10:34:46, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.6599 2021-07-10 13:04:15,219 - mmaction - INFO - Epoch [131][520/1879] lr: 4.877e-02, eta: 2 days, 10:34:28, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6863, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.7451 2021-07-10 13:04:32,219 - mmaction - INFO - Epoch [131][540/1879] lr: 4.877e-02, eta: 2 days, 10:34:09, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.7142 2021-07-10 13:04:49,140 - mmaction - INFO - Epoch [131][560/1879] lr: 4.877e-02, eta: 2 days, 10:33:50, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7043, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.6882 2021-07-10 13:05:06,263 - mmaction - INFO - Epoch [131][580/1879] lr: 4.877e-02, eta: 2 days, 10:33:32, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.4529, loss: 2.4529, grad_norm: 2.7107 2021-07-10 13:05:23,220 - mmaction - INFO - Epoch [131][600/1879] lr: 4.877e-02, eta: 2 days, 10:33:13, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6980, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.6973 2021-07-10 13:05:40,284 - mmaction - INFO - Epoch [131][620/1879] lr: 4.877e-02, eta: 2 days, 10:32:54, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6883, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.6722 2021-07-10 13:05:57,355 - mmaction - INFO - Epoch [131][640/1879] lr: 4.877e-02, eta: 2 days, 10:32:36, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6965, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.7849 2021-07-10 13:06:14,473 - mmaction - INFO - Epoch [131][660/1879] lr: 4.877e-02, eta: 2 days, 10:32:17, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7059, loss_cls: 2.3940, loss: 2.3940, grad_norm: 2.7912 2021-07-10 13:06:31,441 - mmaction - INFO - Epoch [131][680/1879] lr: 4.877e-02, eta: 2 days, 10:31:59, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.3811, loss: 2.3811, grad_norm: 2.6628 2021-07-10 13:06:48,528 - mmaction - INFO - Epoch [131][700/1879] lr: 4.877e-02, eta: 2 days, 10:31:40, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6863, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.7999 2021-07-10 13:07:05,480 - mmaction - INFO - Epoch [131][720/1879] lr: 4.877e-02, eta: 2 days, 10:31:21, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4047, loss: 2.4047, grad_norm: 2.7519 2021-07-10 13:07:22,568 - mmaction - INFO - Epoch [131][740/1879] lr: 4.877e-02, eta: 2 days, 10:31:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4285, loss: 2.4285, grad_norm: 2.7526 2021-07-10 13:07:39,585 - mmaction - INFO - Epoch [131][760/1879] lr: 4.877e-02, eta: 2 days, 10:30:44, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6703, loss_cls: 2.5331, loss: 2.5331, grad_norm: 2.7677 2021-07-10 13:07:56,512 - mmaction - INFO - Epoch [131][780/1879] lr: 4.877e-02, eta: 2 days, 10:30:25, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6898, loss_cls: 2.4498, loss: 2.4498, grad_norm: 2.6595 2021-07-10 13:08:13,497 - mmaction - INFO - Epoch [131][800/1879] lr: 4.877e-02, eta: 2 days, 10:30:07, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.6316 2021-07-10 13:08:30,442 - mmaction - INFO - Epoch [131][820/1879] lr: 4.877e-02, eta: 2 days, 10:29:48, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6934, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.7081 2021-07-10 13:08:47,469 - mmaction - INFO - Epoch [131][840/1879] lr: 4.877e-02, eta: 2 days, 10:29:29, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.7051, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.6965 2021-07-10 13:09:04,456 - mmaction - INFO - Epoch [131][860/1879] lr: 4.877e-02, eta: 2 days, 10:29:10, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6937, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.7918 2021-07-10 13:09:21,324 - mmaction - INFO - Epoch [131][880/1879] lr: 4.877e-02, eta: 2 days, 10:28:52, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6910, loss_cls: 2.4581, loss: 2.4581, grad_norm: 2.6975 2021-07-10 13:09:38,260 - mmaction - INFO - Epoch [131][900/1879] lr: 4.877e-02, eta: 2 days, 10:28:33, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6977, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.7418 2021-07-10 13:09:55,084 - mmaction - INFO - Epoch [131][920/1879] lr: 4.877e-02, eta: 2 days, 10:28:14, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6871, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.7498 2021-07-10 13:10:12,106 - mmaction - INFO - Epoch [131][940/1879] lr: 4.877e-02, eta: 2 days, 10:27:55, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6996, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.7407 2021-07-10 13:10:28,971 - mmaction - INFO - Epoch [131][960/1879] lr: 4.877e-02, eta: 2 days, 10:27:37, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6855, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.6647 2021-07-10 13:10:45,973 - mmaction - INFO - Epoch [131][980/1879] lr: 4.877e-02, eta: 2 days, 10:27:18, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4680, top5_acc: 0.6988, loss_cls: 2.3727, loss: 2.3727, grad_norm: 2.6650 2021-07-10 13:11:02,920 - mmaction - INFO - Epoch [131][1000/1879] lr: 4.877e-02, eta: 2 days, 10:26:59, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.7055, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.7255 2021-07-10 13:11:19,819 - mmaction - INFO - Epoch [131][1020/1879] lr: 4.877e-02, eta: 2 days, 10:26:40, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6824, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.7838 2021-07-10 13:11:36,945 - mmaction - INFO - Epoch [131][1040/1879] lr: 4.877e-02, eta: 2 days, 10:26:22, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6937, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.6971 2021-07-10 13:11:54,016 - mmaction - INFO - Epoch [131][1060/1879] lr: 4.877e-02, eta: 2 days, 10:26:03, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6871, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.7162 2021-07-10 13:12:11,054 - mmaction - INFO - Epoch [131][1080/1879] lr: 4.877e-02, eta: 2 days, 10:25:45, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.6601 2021-07-10 13:12:28,108 - mmaction - INFO - Epoch [131][1100/1879] lr: 4.877e-02, eta: 2 days, 10:25:26, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7094, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.7215 2021-07-10 13:12:45,129 - mmaction - INFO - Epoch [131][1120/1879] lr: 4.877e-02, eta: 2 days, 10:25:07, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6961, loss_cls: 2.4131, loss: 2.4131, grad_norm: 2.7364 2021-07-10 13:13:02,281 - mmaction - INFO - Epoch [131][1140/1879] lr: 4.877e-02, eta: 2 days, 10:24:49, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6781, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.7097 2021-07-10 13:13:19,298 - mmaction - INFO - Epoch [131][1160/1879] lr: 4.877e-02, eta: 2 days, 10:24:30, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6813, loss_cls: 2.4793, loss: 2.4793, grad_norm: 2.8027 2021-07-10 13:13:36,259 - mmaction - INFO - Epoch [131][1180/1879] lr: 4.877e-02, eta: 2 days, 10:24:12, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6898, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.7798 2021-07-10 13:13:53,133 - mmaction - INFO - Epoch [131][1200/1879] lr: 4.877e-02, eta: 2 days, 10:23:53, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7035, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.6902 2021-07-10 13:14:10,268 - mmaction - INFO - Epoch [131][1220/1879] lr: 4.877e-02, eta: 2 days, 10:23:34, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6910, loss_cls: 2.4871, loss: 2.4871, grad_norm: 2.6911 2021-07-10 13:14:27,025 - mmaction - INFO - Epoch [131][1240/1879] lr: 4.877e-02, eta: 2 days, 10:23:15, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.4636, loss: 2.4636, grad_norm: 2.7714 2021-07-10 13:14:43,863 - mmaction - INFO - Epoch [131][1260/1879] lr: 4.877e-02, eta: 2 days, 10:22:57, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6934, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.6690 2021-07-10 13:15:00,881 - mmaction - INFO - Epoch [131][1280/1879] lr: 4.877e-02, eta: 2 days, 10:22:38, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6910, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.7386 2021-07-10 13:15:17,918 - mmaction - INFO - Epoch [131][1300/1879] lr: 4.877e-02, eta: 2 days, 10:22:19, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7121, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.7293 2021-07-10 13:15:34,828 - mmaction - INFO - Epoch [131][1320/1879] lr: 4.877e-02, eta: 2 days, 10:22:01, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6895, loss_cls: 2.4285, loss: 2.4285, grad_norm: 2.6539 2021-07-10 13:15:51,793 - mmaction - INFO - Epoch [131][1340/1879] lr: 4.877e-02, eta: 2 days, 10:21:42, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6895, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.7030 2021-07-10 13:16:08,867 - mmaction - INFO - Epoch [131][1360/1879] lr: 4.877e-02, eta: 2 days, 10:21:23, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6918, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.7124 2021-07-10 13:16:25,670 - mmaction - INFO - Epoch [131][1380/1879] lr: 4.877e-02, eta: 2 days, 10:21:04, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6875, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.7187 2021-07-10 13:16:42,604 - mmaction - INFO - Epoch [131][1400/1879] lr: 4.877e-02, eta: 2 days, 10:20:46, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6855, loss_cls: 2.5480, loss: 2.5480, grad_norm: 2.6946 2021-07-10 13:16:59,580 - mmaction - INFO - Epoch [131][1420/1879] lr: 4.877e-02, eta: 2 days, 10:20:27, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4260, loss: 2.4260, grad_norm: 2.6719 2021-07-10 13:17:16,806 - mmaction - INFO - Epoch [131][1440/1879] lr: 4.877e-02, eta: 2 days, 10:20:08, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6957, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.7077 2021-07-10 13:17:33,821 - mmaction - INFO - Epoch [131][1460/1879] lr: 4.877e-02, eta: 2 days, 10:19:50, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6930, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.7200 2021-07-10 13:17:50,980 - mmaction - INFO - Epoch [131][1480/1879] lr: 4.877e-02, eta: 2 days, 10:19:31, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6930, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.6992 2021-07-10 13:18:07,815 - mmaction - INFO - Epoch [131][1500/1879] lr: 4.877e-02, eta: 2 days, 10:19:13, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6852, loss_cls: 2.4527, loss: 2.4527, grad_norm: 2.6917 2021-07-10 13:18:24,830 - mmaction - INFO - Epoch [131][1520/1879] lr: 4.877e-02, eta: 2 days, 10:18:54, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.3066, loss: 2.3066, grad_norm: 2.5819 2021-07-10 13:18:41,876 - mmaction - INFO - Epoch [131][1540/1879] lr: 4.877e-02, eta: 2 days, 10:18:35, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6922, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.7051 2021-07-10 13:18:59,025 - mmaction - INFO - Epoch [131][1560/1879] lr: 4.877e-02, eta: 2 days, 10:18:17, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6738, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.7842 2021-07-10 13:19:16,028 - mmaction - INFO - Epoch [131][1580/1879] lr: 4.877e-02, eta: 2 days, 10:17:58, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6859, loss_cls: 2.4798, loss: 2.4798, grad_norm: 2.7280 2021-07-10 13:19:32,848 - mmaction - INFO - Epoch [131][1600/1879] lr: 4.877e-02, eta: 2 days, 10:17:39, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6996, loss_cls: 2.3733, loss: 2.3733, grad_norm: 2.6861 2021-07-10 13:19:49,971 - mmaction - INFO - Epoch [131][1620/1879] lr: 4.877e-02, eta: 2 days, 10:17:21, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6902, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.7636 2021-07-10 13:20:06,846 - mmaction - INFO - Epoch [131][1640/1879] lr: 4.877e-02, eta: 2 days, 10:17:02, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6867, loss_cls: 2.4577, loss: 2.4577, grad_norm: 2.7386 2021-07-10 13:20:23,920 - mmaction - INFO - Epoch [131][1660/1879] lr: 4.877e-02, eta: 2 days, 10:16:43, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6848, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.7266 2021-07-10 13:20:40,929 - mmaction - INFO - Epoch [131][1680/1879] lr: 4.877e-02, eta: 2 days, 10:16:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7133, loss_cls: 2.3766, loss: 2.3766, grad_norm: 2.7501 2021-07-10 13:20:57,969 - mmaction - INFO - Epoch [131][1700/1879] lr: 4.877e-02, eta: 2 days, 10:16:06, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5557, loss: 2.5557, grad_norm: 2.7823 2021-07-10 13:21:15,042 - mmaction - INFO - Epoch [131][1720/1879] lr: 4.877e-02, eta: 2 days, 10:15:47, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6980, loss_cls: 2.4405, loss: 2.4405, grad_norm: 2.7414 2021-07-10 13:21:31,892 - mmaction - INFO - Epoch [131][1740/1879] lr: 4.877e-02, eta: 2 days, 10:15:29, time: 0.848, data_time: 0.007, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6930, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.7076 2021-07-10 13:21:48,878 - mmaction - INFO - Epoch [131][1760/1879] lr: 4.877e-02, eta: 2 days, 10:15:10, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6863, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.6886 2021-07-10 13:22:05,829 - mmaction - INFO - Epoch [131][1780/1879] lr: 4.877e-02, eta: 2 days, 10:14:51, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6926, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.6623 2021-07-10 13:22:23,056 - mmaction - INFO - Epoch [131][1800/1879] lr: 4.877e-02, eta: 2 days, 10:14:33, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6855, loss_cls: 2.4787, loss: 2.4787, grad_norm: 2.7228 2021-07-10 13:22:39,961 - mmaction - INFO - Epoch [131][1820/1879] lr: 4.877e-02, eta: 2 days, 10:14:14, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7035, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.7262 2021-07-10 13:22:56,958 - mmaction - INFO - Epoch [131][1840/1879] lr: 4.877e-02, eta: 2 days, 10:13:55, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6871, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.7020 2021-07-10 13:23:14,098 - mmaction - INFO - Epoch [131][1860/1879] lr: 4.877e-02, eta: 2 days, 10:13:37, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6852, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.7461 2021-07-10 13:23:33,257 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 13:23:33,261 - mmaction - INFO - 106 BN found 2021-07-10 13:28:12,228 - mmaction - INFO - BN stats updated 2021-07-10 13:29:26,878 - mmaction - INFO - Epoch [132][20/1879] lr: 4.816e-02, eta: 2 days, 10:13:38, time: 3.629, data_time: 2.614, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7063, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.6926 2021-07-10 13:29:43,305 - mmaction - INFO - Epoch [132][40/1879] lr: 4.816e-02, eta: 2 days, 10:13:19, time: 0.821, data_time: 0.006, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7027, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.6593 2021-07-10 13:29:59,830 - mmaction - INFO - Epoch [132][60/1879] lr: 4.816e-02, eta: 2 days, 10:13:00, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6914, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.7283 2021-07-10 13:30:16,523 - mmaction - INFO - Epoch [132][80/1879] lr: 4.816e-02, eta: 2 days, 10:12:41, time: 0.833, data_time: 0.006, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6906, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.6971 2021-07-10 13:30:33,273 - mmaction - INFO - Epoch [132][100/1879] lr: 4.816e-02, eta: 2 days, 10:12:22, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7043, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.7463 2021-07-10 13:30:49,993 - mmaction - INFO - Epoch [132][120/1879] lr: 4.816e-02, eta: 2 days, 10:12:03, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7102, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.7517 2021-07-10 13:31:06,819 - mmaction - INFO - Epoch [132][140/1879] lr: 4.816e-02, eta: 2 days, 10:11:44, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6906, loss_cls: 2.4664, loss: 2.4664, grad_norm: 2.7165 2021-07-10 13:31:23,713 - mmaction - INFO - Epoch [132][160/1879] lr: 4.816e-02, eta: 2 days, 10:11:25, time: 0.846, data_time: 0.007, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6945, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.7023 2021-07-10 13:31:40,496 - mmaction - INFO - Epoch [132][180/1879] lr: 4.816e-02, eta: 2 days, 10:11:07, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6852, loss_cls: 2.4373, loss: 2.4373, grad_norm: 2.7743 2021-07-10 13:31:57,330 - mmaction - INFO - Epoch [132][200/1879] lr: 4.816e-02, eta: 2 days, 10:10:48, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6918, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.7169 2021-07-10 13:32:14,313 - mmaction - INFO - Epoch [132][220/1879] lr: 4.816e-02, eta: 2 days, 10:10:29, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6832, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.7292 2021-07-10 13:32:31,318 - mmaction - INFO - Epoch [132][240/1879] lr: 4.816e-02, eta: 2 days, 10:10:10, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6828, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.7334 2021-07-10 13:32:48,415 - mmaction - INFO - Epoch [132][260/1879] lr: 4.816e-02, eta: 2 days, 10:09:52, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.6974 2021-07-10 13:33:05,454 - mmaction - INFO - Epoch [132][280/1879] lr: 4.816e-02, eta: 2 days, 10:09:33, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4177, loss: 2.4177, grad_norm: 2.6870 2021-07-10 13:33:22,648 - mmaction - INFO - Epoch [132][300/1879] lr: 4.816e-02, eta: 2 days, 10:09:15, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6770, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.8025 2021-07-10 13:33:39,579 - mmaction - INFO - Epoch [132][320/1879] lr: 4.816e-02, eta: 2 days, 10:08:56, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6977, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.6851 2021-07-10 13:33:56,522 - mmaction - INFO - Epoch [132][340/1879] lr: 4.816e-02, eta: 2 days, 10:08:37, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7039, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.6661 2021-07-10 13:34:13,484 - mmaction - INFO - Epoch [132][360/1879] lr: 4.816e-02, eta: 2 days, 10:08:19, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6809, loss_cls: 2.4529, loss: 2.4529, grad_norm: 2.6774 2021-07-10 13:34:30,481 - mmaction - INFO - Epoch [132][380/1879] lr: 4.816e-02, eta: 2 days, 10:08:00, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7043, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.7388 2021-07-10 13:34:47,495 - mmaction - INFO - Epoch [132][400/1879] lr: 4.816e-02, eta: 2 days, 10:07:41, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6887, loss_cls: 2.4313, loss: 2.4313, grad_norm: 2.7349 2021-07-10 13:35:04,625 - mmaction - INFO - Epoch [132][420/1879] lr: 4.816e-02, eta: 2 days, 10:07:23, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7012, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.7019 2021-07-10 13:35:21,764 - mmaction - INFO - Epoch [132][440/1879] lr: 4.816e-02, eta: 2 days, 10:07:04, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6828, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.7381 2021-07-10 13:35:38,900 - mmaction - INFO - Epoch [132][460/1879] lr: 4.816e-02, eta: 2 days, 10:06:46, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6973, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.7121 2021-07-10 13:35:56,038 - mmaction - INFO - Epoch [132][480/1879] lr: 4.816e-02, eta: 2 days, 10:06:27, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6941, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.7146 2021-07-10 13:36:13,342 - mmaction - INFO - Epoch [132][500/1879] lr: 4.816e-02, eta: 2 days, 10:06:09, time: 0.865, data_time: 0.008, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.6848 2021-07-10 13:36:30,281 - mmaction - INFO - Epoch [132][520/1879] lr: 4.816e-02, eta: 2 days, 10:05:50, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6965, loss_cls: 2.4376, loss: 2.4376, grad_norm: 2.8122 2021-07-10 13:36:47,413 - mmaction - INFO - Epoch [132][540/1879] lr: 4.816e-02, eta: 2 days, 10:05:32, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6988, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.6803 2021-07-10 13:37:04,413 - mmaction - INFO - Epoch [132][560/1879] lr: 4.816e-02, eta: 2 days, 10:05:13, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7082, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.8150 2021-07-10 13:37:21,423 - mmaction - INFO - Epoch [132][580/1879] lr: 4.816e-02, eta: 2 days, 10:04:54, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6941, loss_cls: 2.3964, loss: 2.3964, grad_norm: 2.7829 2021-07-10 13:37:38,488 - mmaction - INFO - Epoch [132][600/1879] lr: 4.816e-02, eta: 2 days, 10:04:36, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6879, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.7225 2021-07-10 13:37:55,283 - mmaction - INFO - Epoch [132][620/1879] lr: 4.816e-02, eta: 2 days, 10:04:17, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6813, loss_cls: 2.4387, loss: 2.4387, grad_norm: 2.7061 2021-07-10 13:38:12,458 - mmaction - INFO - Epoch [132][640/1879] lr: 4.816e-02, eta: 2 days, 10:03:58, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6996, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.7405 2021-07-10 13:38:29,545 - mmaction - INFO - Epoch [132][660/1879] lr: 4.816e-02, eta: 2 days, 10:03:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6910, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.7872 2021-07-10 13:38:46,552 - mmaction - INFO - Epoch [132][680/1879] lr: 4.816e-02, eta: 2 days, 10:03:21, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6840, loss_cls: 2.4987, loss: 2.4987, grad_norm: 2.7672 2021-07-10 13:39:03,571 - mmaction - INFO - Epoch [132][700/1879] lr: 4.816e-02, eta: 2 days, 10:03:03, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7070, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.6832 2021-07-10 13:39:20,639 - mmaction - INFO - Epoch [132][720/1879] lr: 4.816e-02, eta: 2 days, 10:02:44, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6941, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.7449 2021-07-10 13:39:37,825 - mmaction - INFO - Epoch [132][740/1879] lr: 4.816e-02, eta: 2 days, 10:02:25, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6980, loss_cls: 2.3860, loss: 2.3860, grad_norm: 2.7211 2021-07-10 13:39:54,765 - mmaction - INFO - Epoch [132][760/1879] lr: 4.816e-02, eta: 2 days, 10:02:07, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4805, top5_acc: 0.6961, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.6459 2021-07-10 13:40:11,752 - mmaction - INFO - Epoch [132][780/1879] lr: 4.816e-02, eta: 2 days, 10:01:48, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6805, loss_cls: 2.4948, loss: 2.4948, grad_norm: 2.7460 2021-07-10 13:40:28,680 - mmaction - INFO - Epoch [132][800/1879] lr: 4.816e-02, eta: 2 days, 10:01:29, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6922, loss_cls: 2.4548, loss: 2.4548, grad_norm: 2.7263 2021-07-10 13:40:45,670 - mmaction - INFO - Epoch [132][820/1879] lr: 4.816e-02, eta: 2 days, 10:01:11, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6848, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.7633 2021-07-10 13:41:02,686 - mmaction - INFO - Epoch [132][840/1879] lr: 4.816e-02, eta: 2 days, 10:00:52, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6887, loss_cls: 2.4874, loss: 2.4874, grad_norm: 2.7958 2021-07-10 13:41:19,723 - mmaction - INFO - Epoch [132][860/1879] lr: 4.816e-02, eta: 2 days, 10:00:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6918, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.7040 2021-07-10 13:41:36,495 - mmaction - INFO - Epoch [132][880/1879] lr: 4.816e-02, eta: 2 days, 10:00:15, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.7407 2021-07-10 13:41:53,439 - mmaction - INFO - Epoch [132][900/1879] lr: 4.816e-02, eta: 2 days, 9:59:56, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7020, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.6722 2021-07-10 13:42:10,349 - mmaction - INFO - Epoch [132][920/1879] lr: 4.816e-02, eta: 2 days, 9:59:37, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7035, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.7388 2021-07-10 13:42:27,249 - mmaction - INFO - Epoch [132][940/1879] lr: 4.816e-02, eta: 2 days, 9:59:18, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6879, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.8026 2021-07-10 13:42:44,231 - mmaction - INFO - Epoch [132][960/1879] lr: 4.816e-02, eta: 2 days, 9:59:00, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6871, loss_cls: 2.4620, loss: 2.4620, grad_norm: 2.7187 2021-07-10 13:43:01,078 - mmaction - INFO - Epoch [132][980/1879] lr: 4.816e-02, eta: 2 days, 9:58:41, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6863, loss_cls: 2.4387, loss: 2.4387, grad_norm: 2.7614 2021-07-10 13:43:17,975 - mmaction - INFO - Epoch [132][1000/1879] lr: 4.816e-02, eta: 2 days, 9:58:22, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6980, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.7240 2021-07-10 13:43:34,940 - mmaction - INFO - Epoch [132][1020/1879] lr: 4.816e-02, eta: 2 days, 9:58:03, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.7189 2021-07-10 13:43:52,003 - mmaction - INFO - Epoch [132][1040/1879] lr: 4.816e-02, eta: 2 days, 9:57:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6926, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.7075 2021-07-10 13:44:09,057 - mmaction - INFO - Epoch [132][1060/1879] lr: 4.816e-02, eta: 2 days, 9:57:26, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4440, loss: 2.4440, grad_norm: 2.7169 2021-07-10 13:44:26,080 - mmaction - INFO - Epoch [132][1080/1879] lr: 4.816e-02, eta: 2 days, 9:57:08, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7063, loss_cls: 2.4302, loss: 2.4302, grad_norm: 2.7756 2021-07-10 13:44:43,274 - mmaction - INFO - Epoch [132][1100/1879] lr: 4.816e-02, eta: 2 days, 9:56:49, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6855, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.7599 2021-07-10 13:45:00,326 - mmaction - INFO - Epoch [132][1120/1879] lr: 4.816e-02, eta: 2 days, 9:56:31, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.6971 2021-07-10 13:45:17,364 - mmaction - INFO - Epoch [132][1140/1879] lr: 4.816e-02, eta: 2 days, 9:56:12, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6906, loss_cls: 2.4425, loss: 2.4425, grad_norm: 2.7133 2021-07-10 13:45:34,303 - mmaction - INFO - Epoch [132][1160/1879] lr: 4.816e-02, eta: 2 days, 9:55:53, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6832, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.7242 2021-07-10 13:45:51,207 - mmaction - INFO - Epoch [132][1180/1879] lr: 4.816e-02, eta: 2 days, 9:55:35, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.7012, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.7218 2021-07-10 13:46:08,433 - mmaction - INFO - Epoch [132][1200/1879] lr: 4.816e-02, eta: 2 days, 9:55:16, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.7693 2021-07-10 13:46:25,460 - mmaction - INFO - Epoch [132][1220/1879] lr: 4.816e-02, eta: 2 days, 9:54:58, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.5162, loss: 2.5162, grad_norm: 2.7239 2021-07-10 13:46:42,377 - mmaction - INFO - Epoch [132][1240/1879] lr: 4.816e-02, eta: 2 days, 9:54:39, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6805, loss_cls: 2.4848, loss: 2.4848, grad_norm: 2.6808 2021-07-10 13:46:59,382 - mmaction - INFO - Epoch [132][1260/1879] lr: 4.816e-02, eta: 2 days, 9:54:20, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6887, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.6773 2021-07-10 13:47:16,433 - mmaction - INFO - Epoch [132][1280/1879] lr: 4.816e-02, eta: 2 days, 9:54:02, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6996, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.6515 2021-07-10 13:47:33,331 - mmaction - INFO - Epoch [132][1300/1879] lr: 4.816e-02, eta: 2 days, 9:53:43, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.7070, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.6948 2021-07-10 13:47:50,437 - mmaction - INFO - Epoch [132][1320/1879] lr: 4.816e-02, eta: 2 days, 9:53:24, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6922, loss_cls: 2.4503, loss: 2.4503, grad_norm: 2.6827 2021-07-10 13:48:07,585 - mmaction - INFO - Epoch [132][1340/1879] lr: 4.816e-02, eta: 2 days, 9:53:06, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7063, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.6671 2021-07-10 13:48:24,623 - mmaction - INFO - Epoch [132][1360/1879] lr: 4.816e-02, eta: 2 days, 9:52:47, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6902, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.7259 2021-07-10 13:48:41,559 - mmaction - INFO - Epoch [132][1380/1879] lr: 4.816e-02, eta: 2 days, 9:52:28, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6852, loss_cls: 2.4694, loss: 2.4694, grad_norm: 2.7049 2021-07-10 13:48:58,635 - mmaction - INFO - Epoch [132][1400/1879] lr: 4.816e-02, eta: 2 days, 9:52:10, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6910, loss_cls: 2.4626, loss: 2.4626, grad_norm: 2.7300 2021-07-10 13:49:15,618 - mmaction - INFO - Epoch [132][1420/1879] lr: 4.816e-02, eta: 2 days, 9:51:51, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4780, loss: 2.4780, grad_norm: 2.7475 2021-07-10 13:49:32,643 - mmaction - INFO - Epoch [132][1440/1879] lr: 4.816e-02, eta: 2 days, 9:51:33, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6941, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.7474 2021-07-10 13:49:49,698 - mmaction - INFO - Epoch [132][1460/1879] lr: 4.816e-02, eta: 2 days, 9:51:14, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6883, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.7283 2021-07-10 13:50:06,630 - mmaction - INFO - Epoch [132][1480/1879] lr: 4.816e-02, eta: 2 days, 9:50:55, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6809, loss_cls: 2.4670, loss: 2.4670, grad_norm: 2.7160 2021-07-10 13:50:23,619 - mmaction - INFO - Epoch [132][1500/1879] lr: 4.816e-02, eta: 2 days, 9:50:37, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6957, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.7041 2021-07-10 13:50:40,617 - mmaction - INFO - Epoch [132][1520/1879] lr: 4.816e-02, eta: 2 days, 9:50:18, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6832, loss_cls: 2.4965, loss: 2.4965, grad_norm: 2.7467 2021-07-10 13:50:57,576 - mmaction - INFO - Epoch [132][1540/1879] lr: 4.816e-02, eta: 2 days, 9:49:59, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6941, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.6995 2021-07-10 13:51:14,656 - mmaction - INFO - Epoch [132][1560/1879] lr: 4.816e-02, eta: 2 days, 9:49:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7074, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.6987 2021-07-10 13:51:31,749 - mmaction - INFO - Epoch [132][1580/1879] lr: 4.816e-02, eta: 2 days, 9:49:22, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6965, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.7048 2021-07-10 13:51:48,701 - mmaction - INFO - Epoch [132][1600/1879] lr: 4.816e-02, eta: 2 days, 9:49:03, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7078, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.7110 2021-07-10 13:52:05,719 - mmaction - INFO - Epoch [132][1620/1879] lr: 4.816e-02, eta: 2 days, 9:48:45, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.5230, loss: 2.5230, grad_norm: 2.7588 2021-07-10 13:52:22,731 - mmaction - INFO - Epoch [132][1640/1879] lr: 4.816e-02, eta: 2 days, 9:48:26, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6891, loss_cls: 2.4377, loss: 2.4377, grad_norm: 2.6918 2021-07-10 13:52:39,660 - mmaction - INFO - Epoch [132][1660/1879] lr: 4.816e-02, eta: 2 days, 9:48:08, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6980, loss_cls: 2.4738, loss: 2.4738, grad_norm: 2.7450 2021-07-10 13:52:56,799 - mmaction - INFO - Epoch [132][1680/1879] lr: 4.816e-02, eta: 2 days, 9:47:49, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.7016, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.7394 2021-07-10 13:53:13,733 - mmaction - INFO - Epoch [132][1700/1879] lr: 4.816e-02, eta: 2 days, 9:47:30, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6941, loss_cls: 2.4396, loss: 2.4396, grad_norm: 2.7253 2021-07-10 13:53:30,734 - mmaction - INFO - Epoch [132][1720/1879] lr: 4.816e-02, eta: 2 days, 9:47:12, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.5533, loss: 2.5533, grad_norm: 2.7940 2021-07-10 13:53:47,561 - mmaction - INFO - Epoch [132][1740/1879] lr: 4.816e-02, eta: 2 days, 9:46:53, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.6754 2021-07-10 13:54:04,569 - mmaction - INFO - Epoch [132][1760/1879] lr: 4.816e-02, eta: 2 days, 9:46:34, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7059, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.7462 2021-07-10 13:54:21,618 - mmaction - INFO - Epoch [132][1780/1879] lr: 4.816e-02, eta: 2 days, 9:46:16, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6758, loss_cls: 2.5087, loss: 2.5087, grad_norm: 2.7401 2021-07-10 13:54:38,552 - mmaction - INFO - Epoch [132][1800/1879] lr: 4.816e-02, eta: 2 days, 9:45:57, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6863, loss_cls: 2.5017, loss: 2.5017, grad_norm: 2.7918 2021-07-10 13:54:55,424 - mmaction - INFO - Epoch [132][1820/1879] lr: 4.816e-02, eta: 2 days, 9:45:38, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6684, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.7451 2021-07-10 13:55:12,418 - mmaction - INFO - Epoch [132][1840/1879] lr: 4.816e-02, eta: 2 days, 9:45:20, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7012, loss_cls: 2.3946, loss: 2.3946, grad_norm: 2.6921 2021-07-10 13:55:29,427 - mmaction - INFO - Epoch [132][1860/1879] lr: 4.816e-02, eta: 2 days, 9:45:01, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.4625, loss: 2.4625, grad_norm: 2.7750 2021-07-10 13:55:48,222 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 13:55:48,225 - mmaction - INFO - 106 BN found 2021-07-10 14:00:25,700 - mmaction - INFO - BN stats updated 2021-07-10 14:00:27,716 - mmaction - INFO - Saving checkpoint at 132 epochs 2021-07-10 14:01:37,477 - mmaction - INFO - Epoch [133][20/1879] lr: 4.755e-02, eta: 2 days, 9:44:58, time: 3.434, data_time: 2.623, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7105, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.7045 2021-07-10 14:01:54,142 - mmaction - INFO - Epoch [133][40/1879] lr: 4.755e-02, eta: 2 days, 9:44:39, time: 0.834, data_time: 0.013, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3884, loss: 2.3884, grad_norm: 2.7315 2021-07-10 14:02:10,671 - mmaction - INFO - Epoch [133][60/1879] lr: 4.755e-02, eta: 2 days, 9:44:20, time: 0.823, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.6775 2021-07-10 14:02:27,218 - mmaction - INFO - Epoch [133][80/1879] lr: 4.755e-02, eta: 2 days, 9:44:01, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6926, loss_cls: 2.4260, loss: 2.4260, grad_norm: 2.7146 2021-07-10 14:02:43,791 - mmaction - INFO - Epoch [133][100/1879] lr: 4.755e-02, eta: 2 days, 9:43:42, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6957, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.7361 2021-07-10 14:03:00,445 - mmaction - INFO - Epoch [133][120/1879] lr: 4.755e-02, eta: 2 days, 9:43:23, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7047, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.6985 2021-07-10 14:03:17,053 - mmaction - INFO - Epoch [133][140/1879] lr: 4.755e-02, eta: 2 days, 9:43:04, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.7320 2021-07-10 14:03:33,721 - mmaction - INFO - Epoch [133][160/1879] lr: 4.755e-02, eta: 2 days, 9:42:45, time: 0.834, data_time: 0.006, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.7676 2021-07-10 14:03:50,385 - mmaction - INFO - Epoch [133][180/1879] lr: 4.755e-02, eta: 2 days, 9:42:26, time: 0.833, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6988, loss_cls: 2.4409, loss: 2.4409, grad_norm: 2.7489 2021-07-10 14:04:07,291 - mmaction - INFO - Epoch [133][200/1879] lr: 4.755e-02, eta: 2 days, 9:42:07, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.7767 2021-07-10 14:04:24,013 - mmaction - INFO - Epoch [133][220/1879] lr: 4.755e-02, eta: 2 days, 9:41:48, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6953, loss_cls: 2.4725, loss: 2.4725, grad_norm: 2.7412 2021-07-10 14:04:40,995 - mmaction - INFO - Epoch [133][240/1879] lr: 4.755e-02, eta: 2 days, 9:41:30, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7031, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.6848 2021-07-10 14:04:57,783 - mmaction - INFO - Epoch [133][260/1879] lr: 4.755e-02, eta: 2 days, 9:41:11, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6988, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.6903 2021-07-10 14:05:14,975 - mmaction - INFO - Epoch [133][280/1879] lr: 4.755e-02, eta: 2 days, 9:40:52, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7121, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.7928 2021-07-10 14:05:32,004 - mmaction - INFO - Epoch [133][300/1879] lr: 4.755e-02, eta: 2 days, 9:40:34, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7051, loss_cls: 2.3567, loss: 2.3567, grad_norm: 2.7510 2021-07-10 14:05:48,912 - mmaction - INFO - Epoch [133][320/1879] lr: 4.755e-02, eta: 2 days, 9:40:15, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7035, loss_cls: 2.3773, loss: 2.3773, grad_norm: 2.7099 2021-07-10 14:06:05,979 - mmaction - INFO - Epoch [133][340/1879] lr: 4.755e-02, eta: 2 days, 9:39:56, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7020, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.7674 2021-07-10 14:06:23,071 - mmaction - INFO - Epoch [133][360/1879] lr: 4.755e-02, eta: 2 days, 9:39:38, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6934, loss_cls: 2.4244, loss: 2.4244, grad_norm: 2.7948 2021-07-10 14:06:40,139 - mmaction - INFO - Epoch [133][380/1879] lr: 4.755e-02, eta: 2 days, 9:39:19, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7102, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.6903 2021-07-10 14:06:57,308 - mmaction - INFO - Epoch [133][400/1879] lr: 4.755e-02, eta: 2 days, 9:39:01, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6832, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.7158 2021-07-10 14:07:14,304 - mmaction - INFO - Epoch [133][420/1879] lr: 4.755e-02, eta: 2 days, 9:38:42, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7020, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.7727 2021-07-10 14:07:31,211 - mmaction - INFO - Epoch [133][440/1879] lr: 4.755e-02, eta: 2 days, 9:38:23, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6879, loss_cls: 2.4670, loss: 2.4670, grad_norm: 2.7343 2021-07-10 14:07:48,267 - mmaction - INFO - Epoch [133][460/1879] lr: 4.755e-02, eta: 2 days, 9:38:05, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7000, loss_cls: 2.4287, loss: 2.4287, grad_norm: 2.6900 2021-07-10 14:08:05,395 - mmaction - INFO - Epoch [133][480/1879] lr: 4.755e-02, eta: 2 days, 9:37:46, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6848, loss_cls: 2.4971, loss: 2.4971, grad_norm: 2.7302 2021-07-10 14:08:22,463 - mmaction - INFO - Epoch [133][500/1879] lr: 4.755e-02, eta: 2 days, 9:37:28, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6875, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.6827 2021-07-10 14:08:39,652 - mmaction - INFO - Epoch [133][520/1879] lr: 4.755e-02, eta: 2 days, 9:37:09, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7129, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.7188 2021-07-10 14:08:56,631 - mmaction - INFO - Epoch [133][540/1879] lr: 4.755e-02, eta: 2 days, 9:36:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6855, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.8430 2021-07-10 14:09:13,754 - mmaction - INFO - Epoch [133][560/1879] lr: 4.755e-02, eta: 2 days, 9:36:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7035, loss_cls: 2.3935, loss: 2.3935, grad_norm: 2.7461 2021-07-10 14:09:30,919 - mmaction - INFO - Epoch [133][580/1879] lr: 4.755e-02, eta: 2 days, 9:36:14, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6973, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.7478 2021-07-10 14:09:47,968 - mmaction - INFO - Epoch [133][600/1879] lr: 4.755e-02, eta: 2 days, 9:35:55, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7012, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.7327 2021-07-10 14:10:05,022 - mmaction - INFO - Epoch [133][620/1879] lr: 4.755e-02, eta: 2 days, 9:35:36, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6840, loss_cls: 2.5151, loss: 2.5151, grad_norm: 2.7575 2021-07-10 14:10:22,247 - mmaction - INFO - Epoch [133][640/1879] lr: 4.755e-02, eta: 2 days, 9:35:18, time: 0.861, data_time: 0.000, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.4041, loss: 2.4041, grad_norm: 2.7005 2021-07-10 14:10:39,272 - mmaction - INFO - Epoch [133][660/1879] lr: 4.755e-02, eta: 2 days, 9:34:59, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7016, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.6696 2021-07-10 14:10:56,335 - mmaction - INFO - Epoch [133][680/1879] lr: 4.755e-02, eta: 2 days, 9:34:41, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7027, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.7683 2021-07-10 14:11:13,276 - mmaction - INFO - Epoch [133][700/1879] lr: 4.755e-02, eta: 2 days, 9:34:22, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6863, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.7709 2021-07-10 14:11:30,350 - mmaction - INFO - Epoch [133][720/1879] lr: 4.755e-02, eta: 2 days, 9:34:04, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6969, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.7015 2021-07-10 14:11:47,349 - mmaction - INFO - Epoch [133][740/1879] lr: 4.755e-02, eta: 2 days, 9:33:45, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6887, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.7424 2021-07-10 14:12:04,332 - mmaction - INFO - Epoch [133][760/1879] lr: 4.755e-02, eta: 2 days, 9:33:26, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6984, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.6916 2021-07-10 14:12:21,351 - mmaction - INFO - Epoch [133][780/1879] lr: 4.755e-02, eta: 2 days, 9:33:08, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.7117 2021-07-10 14:12:38,295 - mmaction - INFO - Epoch [133][800/1879] lr: 4.755e-02, eta: 2 days, 9:32:49, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6859, loss_cls: 2.4625, loss: 2.4625, grad_norm: 2.6929 2021-07-10 14:12:55,423 - mmaction - INFO - Epoch [133][820/1879] lr: 4.755e-02, eta: 2 days, 9:32:30, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6902, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.7961 2021-07-10 14:13:12,328 - mmaction - INFO - Epoch [133][840/1879] lr: 4.755e-02, eta: 2 days, 9:32:12, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6918, loss_cls: 2.4689, loss: 2.4689, grad_norm: 2.7755 2021-07-10 14:13:29,377 - mmaction - INFO - Epoch [133][860/1879] lr: 4.755e-02, eta: 2 days, 9:31:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7063, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.7124 2021-07-10 14:13:46,361 - mmaction - INFO - Epoch [133][880/1879] lr: 4.755e-02, eta: 2 days, 9:31:35, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6961, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.7806 2021-07-10 14:14:03,309 - mmaction - INFO - Epoch [133][900/1879] lr: 4.755e-02, eta: 2 days, 9:31:16, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6891, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.7867 2021-07-10 14:14:20,195 - mmaction - INFO - Epoch [133][920/1879] lr: 4.755e-02, eta: 2 days, 9:30:57, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6926, loss_cls: 2.4447, loss: 2.4447, grad_norm: 2.7055 2021-07-10 14:14:37,216 - mmaction - INFO - Epoch [133][940/1879] lr: 4.755e-02, eta: 2 days, 9:30:38, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6922, loss_cls: 2.4495, loss: 2.4495, grad_norm: 2.7514 2021-07-10 14:14:54,296 - mmaction - INFO - Epoch [133][960/1879] lr: 4.755e-02, eta: 2 days, 9:30:20, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.4931, loss: 2.4931, grad_norm: 2.7790 2021-07-10 14:15:11,310 - mmaction - INFO - Epoch [133][980/1879] lr: 4.755e-02, eta: 2 days, 9:30:01, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6953, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.7300 2021-07-10 14:15:28,227 - mmaction - INFO - Epoch [133][1000/1879] lr: 4.755e-02, eta: 2 days, 9:29:43, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6965, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.6872 2021-07-10 14:15:45,253 - mmaction - INFO - Epoch [133][1020/1879] lr: 4.755e-02, eta: 2 days, 9:29:24, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6969, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.7025 2021-07-10 14:16:02,436 - mmaction - INFO - Epoch [133][1040/1879] lr: 4.755e-02, eta: 2 days, 9:29:06, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6871, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.6871 2021-07-10 14:16:19,438 - mmaction - INFO - Epoch [133][1060/1879] lr: 4.755e-02, eta: 2 days, 9:28:47, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7020, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.7009 2021-07-10 14:16:36,383 - mmaction - INFO - Epoch [133][1080/1879] lr: 4.755e-02, eta: 2 days, 9:28:28, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6750, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.7615 2021-07-10 14:16:53,534 - mmaction - INFO - Epoch [133][1100/1879] lr: 4.755e-02, eta: 2 days, 9:28:10, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7090, loss_cls: 2.4041, loss: 2.4041, grad_norm: 2.7295 2021-07-10 14:17:10,699 - mmaction - INFO - Epoch [133][1120/1879] lr: 4.755e-02, eta: 2 days, 9:27:51, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7059, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.8052 2021-07-10 14:17:27,890 - mmaction - INFO - Epoch [133][1140/1879] lr: 4.755e-02, eta: 2 days, 9:27:33, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6902, loss_cls: 2.4657, loss: 2.4657, grad_norm: 2.8476 2021-07-10 14:17:44,921 - mmaction - INFO - Epoch [133][1160/1879] lr: 4.755e-02, eta: 2 days, 9:27:14, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6930, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.7147 2021-07-10 14:18:01,898 - mmaction - INFO - Epoch [133][1180/1879] lr: 4.755e-02, eta: 2 days, 9:26:56, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7090, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.6721 2021-07-10 14:18:18,975 - mmaction - INFO - Epoch [133][1200/1879] lr: 4.755e-02, eta: 2 days, 9:26:37, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6957, loss_cls: 2.4366, loss: 2.4366, grad_norm: 2.7184 2021-07-10 14:18:35,869 - mmaction - INFO - Epoch [133][1220/1879] lr: 4.755e-02, eta: 2 days, 9:26:18, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6809, loss_cls: 2.4940, loss: 2.4940, grad_norm: 2.7331 2021-07-10 14:18:52,964 - mmaction - INFO - Epoch [133][1240/1879] lr: 4.755e-02, eta: 2 days, 9:26:00, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7117, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.7173 2021-07-10 14:19:10,089 - mmaction - INFO - Epoch [133][1260/1879] lr: 4.755e-02, eta: 2 days, 9:25:41, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6871, loss_cls: 2.4948, loss: 2.4948, grad_norm: 2.7755 2021-07-10 14:19:27,202 - mmaction - INFO - Epoch [133][1280/1879] lr: 4.755e-02, eta: 2 days, 9:25:23, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.7356 2021-07-10 14:19:44,140 - mmaction - INFO - Epoch [133][1300/1879] lr: 4.755e-02, eta: 2 days, 9:25:04, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6945, loss_cls: 2.4383, loss: 2.4383, grad_norm: 2.7406 2021-07-10 14:20:01,166 - mmaction - INFO - Epoch [133][1320/1879] lr: 4.755e-02, eta: 2 days, 9:24:45, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6973, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.8130 2021-07-10 14:20:18,205 - mmaction - INFO - Epoch [133][1340/1879] lr: 4.755e-02, eta: 2 days, 9:24:27, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6871, loss_cls: 2.4249, loss: 2.4249, grad_norm: 2.7349 2021-07-10 14:20:35,349 - mmaction - INFO - Epoch [133][1360/1879] lr: 4.755e-02, eta: 2 days, 9:24:08, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7066, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.6891 2021-07-10 14:20:52,390 - mmaction - INFO - Epoch [133][1380/1879] lr: 4.755e-02, eta: 2 days, 9:23:50, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7078, loss_cls: 2.3065, loss: 2.3065, grad_norm: 2.7016 2021-07-10 14:21:09,342 - mmaction - INFO - Epoch [133][1400/1879] lr: 4.755e-02, eta: 2 days, 9:23:31, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7051, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.7495 2021-07-10 14:21:26,480 - mmaction - INFO - Epoch [133][1420/1879] lr: 4.755e-02, eta: 2 days, 9:23:13, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.7687 2021-07-10 14:21:43,417 - mmaction - INFO - Epoch [133][1440/1879] lr: 4.755e-02, eta: 2 days, 9:22:54, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7059, loss_cls: 2.4117, loss: 2.4117, grad_norm: 2.7291 2021-07-10 14:22:00,347 - mmaction - INFO - Epoch [133][1460/1879] lr: 4.755e-02, eta: 2 days, 9:22:35, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6871, loss_cls: 2.4646, loss: 2.4646, grad_norm: 2.7448 2021-07-10 14:22:17,441 - mmaction - INFO - Epoch [133][1480/1879] lr: 4.755e-02, eta: 2 days, 9:22:17, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6922, loss_cls: 2.4594, loss: 2.4594, grad_norm: 2.7392 2021-07-10 14:22:34,449 - mmaction - INFO - Epoch [133][1500/1879] lr: 4.755e-02, eta: 2 days, 9:21:58, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6887, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.7750 2021-07-10 14:22:51,551 - mmaction - INFO - Epoch [133][1520/1879] lr: 4.755e-02, eta: 2 days, 9:21:40, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6973, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.7560 2021-07-10 14:23:08,513 - mmaction - INFO - Epoch [133][1540/1879] lr: 4.755e-02, eta: 2 days, 9:21:21, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6883, loss_cls: 2.4679, loss: 2.4679, grad_norm: 2.7495 2021-07-10 14:23:25,515 - mmaction - INFO - Epoch [133][1560/1879] lr: 4.755e-02, eta: 2 days, 9:21:02, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.6909 2021-07-10 14:23:42,548 - mmaction - INFO - Epoch [133][1580/1879] lr: 4.755e-02, eta: 2 days, 9:20:44, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6996, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.7059 2021-07-10 14:23:59,565 - mmaction - INFO - Epoch [133][1600/1879] lr: 4.755e-02, eta: 2 days, 9:20:25, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6996, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.7673 2021-07-10 14:24:16,723 - mmaction - INFO - Epoch [133][1620/1879] lr: 4.755e-02, eta: 2 days, 9:20:07, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6887, loss_cls: 2.4449, loss: 2.4449, grad_norm: 2.7364 2021-07-10 14:24:33,685 - mmaction - INFO - Epoch [133][1640/1879] lr: 4.755e-02, eta: 2 days, 9:19:48, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.4780, loss: 2.4780, grad_norm: 2.7800 2021-07-10 14:24:50,777 - mmaction - INFO - Epoch [133][1660/1879] lr: 4.755e-02, eta: 2 days, 9:19:29, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6840, loss_cls: 2.4548, loss: 2.4548, grad_norm: 2.7472 2021-07-10 14:25:07,817 - mmaction - INFO - Epoch [133][1680/1879] lr: 4.755e-02, eta: 2 days, 9:19:11, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4368, loss: 2.4368, grad_norm: 2.7656 2021-07-10 14:25:25,022 - mmaction - INFO - Epoch [133][1700/1879] lr: 4.755e-02, eta: 2 days, 9:18:52, time: 0.860, data_time: 0.000, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6852, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.7399 2021-07-10 14:25:42,081 - mmaction - INFO - Epoch [133][1720/1879] lr: 4.755e-02, eta: 2 days, 9:18:34, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6961, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.6923 2021-07-10 14:25:59,199 - mmaction - INFO - Epoch [133][1740/1879] lr: 4.755e-02, eta: 2 days, 9:18:15, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6953, loss_cls: 2.4419, loss: 2.4419, grad_norm: 2.7392 2021-07-10 14:26:16,390 - mmaction - INFO - Epoch [133][1760/1879] lr: 4.755e-02, eta: 2 days, 9:17:57, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6957, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.8066 2021-07-10 14:26:33,425 - mmaction - INFO - Epoch [133][1780/1879] lr: 4.755e-02, eta: 2 days, 9:17:38, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6902, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.7040 2021-07-10 14:26:50,694 - mmaction - INFO - Epoch [133][1800/1879] lr: 4.755e-02, eta: 2 days, 9:17:20, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6953, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.6902 2021-07-10 14:27:07,966 - mmaction - INFO - Epoch [133][1820/1879] lr: 4.755e-02, eta: 2 days, 9:17:02, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7176, loss_cls: 2.3576, loss: 2.3576, grad_norm: 2.7020 2021-07-10 14:27:24,933 - mmaction - INFO - Epoch [133][1840/1879] lr: 4.755e-02, eta: 2 days, 9:16:43, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7000, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.7853 2021-07-10 14:27:42,138 - mmaction - INFO - Epoch [133][1860/1879] lr: 4.755e-02, eta: 2 days, 9:16:24, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6820, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.7890 2021-07-10 14:28:00,712 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 14:28:00,715 - mmaction - INFO - 106 BN found 2021-07-10 14:32:35,745 - mmaction - INFO - BN stats updated 2021-07-10 14:33:48,353 - mmaction - INFO - Epoch [134][20/1879] lr: 4.693e-02, eta: 2 days, 9:16:23, time: 3.527, data_time: 2.660, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.7390 2021-07-10 14:34:04,979 - mmaction - INFO - Epoch [134][40/1879] lr: 4.693e-02, eta: 2 days, 9:16:04, time: 0.832, data_time: 0.007, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6949, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.7480 2021-07-10 14:34:21,399 - mmaction - INFO - Epoch [134][60/1879] lr: 4.693e-02, eta: 2 days, 9:15:45, time: 0.822, data_time: 0.002, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7020, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.7089 2021-07-10 14:34:37,966 - mmaction - INFO - Epoch [134][80/1879] lr: 4.693e-02, eta: 2 days, 9:15:26, time: 0.825, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4684, loss: 2.4684, grad_norm: 2.7525 2021-07-10 14:34:54,496 - mmaction - INFO - Epoch [134][100/1879] lr: 4.693e-02, eta: 2 days, 9:15:07, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7102, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.7339 2021-07-10 14:35:11,372 - mmaction - INFO - Epoch [134][120/1879] lr: 4.693e-02, eta: 2 days, 9:14:48, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6879, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.7861 2021-07-10 14:35:28,312 - mmaction - INFO - Epoch [134][140/1879] lr: 4.693e-02, eta: 2 days, 9:14:29, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6992, loss_cls: 2.4240, loss: 2.4240, grad_norm: 2.7097 2021-07-10 14:35:45,067 - mmaction - INFO - Epoch [134][160/1879] lr: 4.693e-02, eta: 2 days, 9:14:10, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6832, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.7384 2021-07-10 14:36:02,027 - mmaction - INFO - Epoch [134][180/1879] lr: 4.693e-02, eta: 2 days, 9:13:52, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7012, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.7328 2021-07-10 14:36:18,770 - mmaction - INFO - Epoch [134][200/1879] lr: 4.693e-02, eta: 2 days, 9:13:33, time: 0.837, data_time: 0.001, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6957, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.6973 2021-07-10 14:36:35,754 - mmaction - INFO - Epoch [134][220/1879] lr: 4.693e-02, eta: 2 days, 9:13:14, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7031, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.7514 2021-07-10 14:36:52,518 - mmaction - INFO - Epoch [134][240/1879] lr: 4.693e-02, eta: 2 days, 9:12:55, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6961, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.7790 2021-07-10 14:37:09,634 - mmaction - INFO - Epoch [134][260/1879] lr: 4.693e-02, eta: 2 days, 9:12:37, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7090, loss_cls: 2.3744, loss: 2.3744, grad_norm: 2.8311 2021-07-10 14:37:26,669 - mmaction - INFO - Epoch [134][280/1879] lr: 4.693e-02, eta: 2 days, 9:12:18, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7039, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.8386 2021-07-10 14:37:43,841 - mmaction - INFO - Epoch [134][300/1879] lr: 4.693e-02, eta: 2 days, 9:12:00, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.7058 2021-07-10 14:38:00,873 - mmaction - INFO - Epoch [134][320/1879] lr: 4.693e-02, eta: 2 days, 9:11:41, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.7526 2021-07-10 14:38:17,853 - mmaction - INFO - Epoch [134][340/1879] lr: 4.693e-02, eta: 2 days, 9:11:22, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6793, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.8039 2021-07-10 14:38:34,858 - mmaction - INFO - Epoch [134][360/1879] lr: 4.693e-02, eta: 2 days, 9:11:04, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7059, loss_cls: 2.3589, loss: 2.3589, grad_norm: 2.6933 2021-07-10 14:38:51,899 - mmaction - INFO - Epoch [134][380/1879] lr: 4.693e-02, eta: 2 days, 9:10:45, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.4313, loss: 2.4313, grad_norm: 2.8296 2021-07-10 14:39:08,937 - mmaction - INFO - Epoch [134][400/1879] lr: 4.693e-02, eta: 2 days, 9:10:27, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6891, loss_cls: 2.4257, loss: 2.4257, grad_norm: 2.6780 2021-07-10 14:39:25,913 - mmaction - INFO - Epoch [134][420/1879] lr: 4.693e-02, eta: 2 days, 9:10:08, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6969, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.7846 2021-07-10 14:39:43,247 - mmaction - INFO - Epoch [134][440/1879] lr: 4.693e-02, eta: 2 days, 9:09:50, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7043, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.8220 2021-07-10 14:40:00,286 - mmaction - INFO - Epoch [134][460/1879] lr: 4.693e-02, eta: 2 days, 9:09:31, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6992, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.7745 2021-07-10 14:40:17,415 - mmaction - INFO - Epoch [134][480/1879] lr: 4.693e-02, eta: 2 days, 9:09:13, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.4847, loss: 2.4847, grad_norm: 2.7712 2021-07-10 14:40:34,478 - mmaction - INFO - Epoch [134][500/1879] lr: 4.693e-02, eta: 2 days, 9:08:54, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6926, loss_cls: 2.4069, loss: 2.4069, grad_norm: 2.7678 2021-07-10 14:40:51,429 - mmaction - INFO - Epoch [134][520/1879] lr: 4.693e-02, eta: 2 days, 9:08:35, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7078, loss_cls: 2.3877, loss: 2.3877, grad_norm: 2.7167 2021-07-10 14:41:08,618 - mmaction - INFO - Epoch [134][540/1879] lr: 4.693e-02, eta: 2 days, 9:08:17, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.7488 2021-07-10 14:41:25,698 - mmaction - INFO - Epoch [134][560/1879] lr: 4.693e-02, eta: 2 days, 9:07:58, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4399, loss: 2.4399, grad_norm: 2.7146 2021-07-10 14:41:42,867 - mmaction - INFO - Epoch [134][580/1879] lr: 4.693e-02, eta: 2 days, 9:07:40, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6770, loss_cls: 2.5046, loss: 2.5046, grad_norm: 2.8066 2021-07-10 14:41:59,875 - mmaction - INFO - Epoch [134][600/1879] lr: 4.693e-02, eta: 2 days, 9:07:21, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.7016, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.7492 2021-07-10 14:42:16,957 - mmaction - INFO - Epoch [134][620/1879] lr: 4.693e-02, eta: 2 days, 9:07:03, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.7357 2021-07-10 14:42:34,019 - mmaction - INFO - Epoch [134][640/1879] lr: 4.693e-02, eta: 2 days, 9:06:44, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7098, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.7874 2021-07-10 14:42:51,170 - mmaction - INFO - Epoch [134][660/1879] lr: 4.693e-02, eta: 2 days, 9:06:26, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6883, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.7689 2021-07-10 14:43:08,372 - mmaction - INFO - Epoch [134][680/1879] lr: 4.693e-02, eta: 2 days, 9:06:07, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4719, top5_acc: 0.6988, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.7270 2021-07-10 14:43:25,394 - mmaction - INFO - Epoch [134][700/1879] lr: 4.693e-02, eta: 2 days, 9:05:49, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6992, loss_cls: 2.4097, loss: 2.4097, grad_norm: 2.7325 2021-07-10 14:43:42,400 - mmaction - INFO - Epoch [134][720/1879] lr: 4.693e-02, eta: 2 days, 9:05:30, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7043, loss_cls: 2.3851, loss: 2.3851, grad_norm: 2.7145 2021-07-10 14:43:59,376 - mmaction - INFO - Epoch [134][740/1879] lr: 4.693e-02, eta: 2 days, 9:05:12, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6937, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.7834 2021-07-10 14:44:16,352 - mmaction - INFO - Epoch [134][760/1879] lr: 4.693e-02, eta: 2 days, 9:04:53, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7090, loss_cls: 2.3299, loss: 2.3299, grad_norm: 2.7646 2021-07-10 14:44:33,407 - mmaction - INFO - Epoch [134][780/1879] lr: 4.693e-02, eta: 2 days, 9:04:34, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7051, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.7623 2021-07-10 14:44:50,391 - mmaction - INFO - Epoch [134][800/1879] lr: 4.693e-02, eta: 2 days, 9:04:16, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6910, loss_cls: 2.4312, loss: 2.4312, grad_norm: 2.7395 2021-07-10 14:45:07,240 - mmaction - INFO - Epoch [134][820/1879] lr: 4.693e-02, eta: 2 days, 9:03:57, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7121, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.6926 2021-07-10 14:45:24,263 - mmaction - INFO - Epoch [134][840/1879] lr: 4.693e-02, eta: 2 days, 9:03:38, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6949, loss_cls: 2.4173, loss: 2.4173, grad_norm: 2.7090 2021-07-10 14:45:41,240 - mmaction - INFO - Epoch [134][860/1879] lr: 4.693e-02, eta: 2 days, 9:03:20, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.7047 2021-07-10 14:45:58,151 - mmaction - INFO - Epoch [134][880/1879] lr: 4.693e-02, eta: 2 days, 9:03:01, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6813, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.7859 2021-07-10 14:46:15,261 - mmaction - INFO - Epoch [134][900/1879] lr: 4.693e-02, eta: 2 days, 9:02:43, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6875, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.8232 2021-07-10 14:46:32,334 - mmaction - INFO - Epoch [134][920/1879] lr: 4.693e-02, eta: 2 days, 9:02:24, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6949, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.7105 2021-07-10 14:46:49,406 - mmaction - INFO - Epoch [134][940/1879] lr: 4.693e-02, eta: 2 days, 9:02:05, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.4019, loss: 2.4019, grad_norm: 2.7569 2021-07-10 14:47:06,417 - mmaction - INFO - Epoch [134][960/1879] lr: 4.693e-02, eta: 2 days, 9:01:47, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6969, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.7742 2021-07-10 14:47:23,500 - mmaction - INFO - Epoch [134][980/1879] lr: 4.693e-02, eta: 2 days, 9:01:28, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6957, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.7803 2021-07-10 14:47:40,657 - mmaction - INFO - Epoch [134][1000/1879] lr: 4.693e-02, eta: 2 days, 9:01:10, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6781, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.7588 2021-07-10 14:47:57,667 - mmaction - INFO - Epoch [134][1020/1879] lr: 4.693e-02, eta: 2 days, 9:00:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6961, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.7879 2021-07-10 14:48:14,668 - mmaction - INFO - Epoch [134][1040/1879] lr: 4.693e-02, eta: 2 days, 9:00:33, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6848, loss_cls: 2.4679, loss: 2.4679, grad_norm: 2.7943 2021-07-10 14:48:31,796 - mmaction - INFO - Epoch [134][1060/1879] lr: 4.693e-02, eta: 2 days, 9:00:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6863, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.7673 2021-07-10 14:48:48,879 - mmaction - INFO - Epoch [134][1080/1879] lr: 4.693e-02, eta: 2 days, 8:59:56, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6980, loss_cls: 2.3904, loss: 2.3904, grad_norm: 2.6776 2021-07-10 14:49:05,908 - mmaction - INFO - Epoch [134][1100/1879] lr: 4.693e-02, eta: 2 days, 8:59:37, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7035, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.8163 2021-07-10 14:49:22,837 - mmaction - INFO - Epoch [134][1120/1879] lr: 4.693e-02, eta: 2 days, 8:59:18, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6957, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.7923 2021-07-10 14:49:39,990 - mmaction - INFO - Epoch [134][1140/1879] lr: 4.693e-02, eta: 2 days, 8:59:00, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6910, loss_cls: 2.4138, loss: 2.4138, grad_norm: 2.7156 2021-07-10 14:49:56,987 - mmaction - INFO - Epoch [134][1160/1879] lr: 4.693e-02, eta: 2 days, 8:58:41, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7012, loss_cls: 2.3682, loss: 2.3682, grad_norm: 2.6685 2021-07-10 14:50:13,838 - mmaction - INFO - Epoch [134][1180/1879] lr: 4.693e-02, eta: 2 days, 8:58:23, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6910, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.7801 2021-07-10 14:50:30,925 - mmaction - INFO - Epoch [134][1200/1879] lr: 4.693e-02, eta: 2 days, 8:58:04, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.7016, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.7757 2021-07-10 14:50:47,878 - mmaction - INFO - Epoch [134][1220/1879] lr: 4.693e-02, eta: 2 days, 8:57:45, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6742, loss_cls: 2.5417, loss: 2.5417, grad_norm: 2.7557 2021-07-10 14:51:05,075 - mmaction - INFO - Epoch [134][1240/1879] lr: 4.693e-02, eta: 2 days, 8:57:27, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4758, top5_acc: 0.6957, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.7100 2021-07-10 14:51:22,108 - mmaction - INFO - Epoch [134][1260/1879] lr: 4.693e-02, eta: 2 days, 8:57:08, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6848, loss_cls: 2.5107, loss: 2.5107, grad_norm: 2.7718 2021-07-10 14:51:39,102 - mmaction - INFO - Epoch [134][1280/1879] lr: 4.693e-02, eta: 2 days, 8:56:50, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6895, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.6839 2021-07-10 14:51:56,156 - mmaction - INFO - Epoch [134][1300/1879] lr: 4.693e-02, eta: 2 days, 8:56:31, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6930, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.7969 2021-07-10 14:52:13,201 - mmaction - INFO - Epoch [134][1320/1879] lr: 4.693e-02, eta: 2 days, 8:56:13, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.6777 2021-07-10 14:52:30,286 - mmaction - INFO - Epoch [134][1340/1879] lr: 4.693e-02, eta: 2 days, 8:55:54, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6824, loss_cls: 2.4646, loss: 2.4646, grad_norm: 2.7300 2021-07-10 14:52:47,121 - mmaction - INFO - Epoch [134][1360/1879] lr: 4.693e-02, eta: 2 days, 8:55:35, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.7016 2021-07-10 14:53:04,094 - mmaction - INFO - Epoch [134][1380/1879] lr: 4.693e-02, eta: 2 days, 8:55:17, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6953, loss_cls: 2.4189, loss: 2.4189, grad_norm: 2.7294 2021-07-10 14:53:21,219 - mmaction - INFO - Epoch [134][1400/1879] lr: 4.693e-02, eta: 2 days, 8:54:58, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6789, loss_cls: 2.4801, loss: 2.4801, grad_norm: 2.7814 2021-07-10 14:53:38,143 - mmaction - INFO - Epoch [134][1420/1879] lr: 4.693e-02, eta: 2 days, 8:54:40, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6941, loss_cls: 2.4360, loss: 2.4360, grad_norm: 2.7785 2021-07-10 14:53:55,199 - mmaction - INFO - Epoch [134][1440/1879] lr: 4.693e-02, eta: 2 days, 8:54:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.7835 2021-07-10 14:54:12,416 - mmaction - INFO - Epoch [134][1460/1879] lr: 4.693e-02, eta: 2 days, 8:54:03, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6832, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.8261 2021-07-10 14:54:29,426 - mmaction - INFO - Epoch [134][1480/1879] lr: 4.693e-02, eta: 2 days, 8:53:44, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.7823 2021-07-10 14:54:46,554 - mmaction - INFO - Epoch [134][1500/1879] lr: 4.693e-02, eta: 2 days, 8:53:25, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.7501 2021-07-10 14:55:03,799 - mmaction - INFO - Epoch [134][1520/1879] lr: 4.693e-02, eta: 2 days, 8:53:07, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6918, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.7061 2021-07-10 14:55:20,792 - mmaction - INFO - Epoch [134][1540/1879] lr: 4.693e-02, eta: 2 days, 8:52:48, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6926, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.7207 2021-07-10 14:55:37,899 - mmaction - INFO - Epoch [134][1560/1879] lr: 4.693e-02, eta: 2 days, 8:52:30, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6793, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.7752 2021-07-10 14:55:54,827 - mmaction - INFO - Epoch [134][1580/1879] lr: 4.693e-02, eta: 2 days, 8:52:11, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7051, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.7140 2021-07-10 14:56:12,005 - mmaction - INFO - Epoch [134][1600/1879] lr: 4.693e-02, eta: 2 days, 8:51:53, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.7819 2021-07-10 14:56:29,017 - mmaction - INFO - Epoch [134][1620/1879] lr: 4.693e-02, eta: 2 days, 8:51:34, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.7333 2021-07-10 14:56:46,065 - mmaction - INFO - Epoch [134][1640/1879] lr: 4.693e-02, eta: 2 days, 8:51:16, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.7683 2021-07-10 14:57:02,988 - mmaction - INFO - Epoch [134][1660/1879] lr: 4.693e-02, eta: 2 days, 8:50:57, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6996, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.6899 2021-07-10 14:57:20,168 - mmaction - INFO - Epoch [134][1680/1879] lr: 4.693e-02, eta: 2 days, 8:50:39, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6957, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.7098 2021-07-10 14:57:37,184 - mmaction - INFO - Epoch [134][1700/1879] lr: 4.693e-02, eta: 2 days, 8:50:20, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6926, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.7364 2021-07-10 14:57:54,314 - mmaction - INFO - Epoch [134][1720/1879] lr: 4.693e-02, eta: 2 days, 8:50:01, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6992, loss_cls: 2.4199, loss: 2.4199, grad_norm: 2.7287 2021-07-10 14:58:11,410 - mmaction - INFO - Epoch [134][1740/1879] lr: 4.693e-02, eta: 2 days, 8:49:43, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.7525 2021-07-10 14:58:28,448 - mmaction - INFO - Epoch [134][1760/1879] lr: 4.693e-02, eta: 2 days, 8:49:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6754, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.7663 2021-07-10 14:58:45,458 - mmaction - INFO - Epoch [134][1780/1879] lr: 4.693e-02, eta: 2 days, 8:49:06, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.7004, loss_cls: 2.3829, loss: 2.3829, grad_norm: 2.7004 2021-07-10 14:59:02,668 - mmaction - INFO - Epoch [134][1800/1879] lr: 4.693e-02, eta: 2 days, 8:48:47, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4699, top5_acc: 0.6949, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.7488 2021-07-10 14:59:19,722 - mmaction - INFO - Epoch [134][1820/1879] lr: 4.693e-02, eta: 2 days, 8:48:29, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6969, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.7506 2021-07-10 14:59:36,761 - mmaction - INFO - Epoch [134][1840/1879] lr: 4.693e-02, eta: 2 days, 8:48:10, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6859, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.7986 2021-07-10 14:59:53,840 - mmaction - INFO - Epoch [134][1860/1879] lr: 4.693e-02, eta: 2 days, 8:47:52, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6840, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.7124 2021-07-10 15:00:12,855 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 15:00:12,860 - mmaction - INFO - 106 BN found 2021-07-10 15:04:45,355 - mmaction - INFO - BN stats updated 2021-07-10 15:06:00,339 - mmaction - INFO - Epoch [135][20/1879] lr: 4.632e-02, eta: 2 days, 8:47:52, time: 3.646, data_time: 2.796, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6863, loss_cls: 2.4584, loss: 2.4584, grad_norm: 2.7690 2021-07-10 15:06:16,850 - mmaction - INFO - Epoch [135][40/1879] lr: 4.632e-02, eta: 2 days, 8:47:33, time: 0.827, data_time: 0.007, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6898, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.7129 2021-07-10 15:06:33,455 - mmaction - INFO - Epoch [135][60/1879] lr: 4.632e-02, eta: 2 days, 8:47:14, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.7602 2021-07-10 15:06:49,962 - mmaction - INFO - Epoch [135][80/1879] lr: 4.632e-02, eta: 2 days, 8:46:55, time: 0.826, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7078, loss_cls: 2.3585, loss: 2.3585, grad_norm: 2.7470 2021-07-10 15:07:06,577 - mmaction - INFO - Epoch [135][100/1879] lr: 4.632e-02, eta: 2 days, 8:46:36, time: 0.830, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.7959 2021-07-10 15:07:23,229 - mmaction - INFO - Epoch [135][120/1879] lr: 4.632e-02, eta: 2 days, 8:46:17, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6914, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.7362 2021-07-10 15:07:40,071 - mmaction - INFO - Epoch [135][140/1879] lr: 4.632e-02, eta: 2 days, 8:45:58, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4734, top5_acc: 0.6965, loss_cls: 2.3566, loss: 2.3566, grad_norm: 2.7085 2021-07-10 15:07:56,848 - mmaction - INFO - Epoch [135][160/1879] lr: 4.632e-02, eta: 2 days, 8:45:39, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7008, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.7310 2021-07-10 15:08:13,759 - mmaction - INFO - Epoch [135][180/1879] lr: 4.632e-02, eta: 2 days, 8:45:20, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7012, loss_cls: 2.4115, loss: 2.4115, grad_norm: 2.7170 2021-07-10 15:08:30,572 - mmaction - INFO - Epoch [135][200/1879] lr: 4.632e-02, eta: 2 days, 8:45:02, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7137, loss_cls: 2.3345, loss: 2.3345, grad_norm: 2.7286 2021-07-10 15:08:47,488 - mmaction - INFO - Epoch [135][220/1879] lr: 4.632e-02, eta: 2 days, 8:44:43, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6875, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.6881 2021-07-10 15:09:04,467 - mmaction - INFO - Epoch [135][240/1879] lr: 4.632e-02, eta: 2 days, 8:44:24, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7066, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.7801 2021-07-10 15:09:21,440 - mmaction - INFO - Epoch [135][260/1879] lr: 4.632e-02, eta: 2 days, 8:44:06, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6895, loss_cls: 2.4473, loss: 2.4473, grad_norm: 2.7305 2021-07-10 15:09:38,327 - mmaction - INFO - Epoch [135][280/1879] lr: 4.632e-02, eta: 2 days, 8:43:47, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7066, loss_cls: 2.3510, loss: 2.3510, grad_norm: 2.7427 2021-07-10 15:09:55,253 - mmaction - INFO - Epoch [135][300/1879] lr: 4.632e-02, eta: 2 days, 8:43:28, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7039, loss_cls: 2.3332, loss: 2.3332, grad_norm: 2.7956 2021-07-10 15:10:12,253 - mmaction - INFO - Epoch [135][320/1879] lr: 4.632e-02, eta: 2 days, 8:43:10, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6898, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.7298 2021-07-10 15:10:29,310 - mmaction - INFO - Epoch [135][340/1879] lr: 4.632e-02, eta: 2 days, 8:42:51, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.7702 2021-07-10 15:10:46,333 - mmaction - INFO - Epoch [135][360/1879] lr: 4.632e-02, eta: 2 days, 8:42:33, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.7542 2021-07-10 15:11:03,405 - mmaction - INFO - Epoch [135][380/1879] lr: 4.632e-02, eta: 2 days, 8:42:14, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6941, loss_cls: 2.4384, loss: 2.4384, grad_norm: 2.7628 2021-07-10 15:11:20,469 - mmaction - INFO - Epoch [135][400/1879] lr: 4.632e-02, eta: 2 days, 8:41:56, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6949, loss_cls: 2.4373, loss: 2.4373, grad_norm: 2.7732 2021-07-10 15:11:37,474 - mmaction - INFO - Epoch [135][420/1879] lr: 4.632e-02, eta: 2 days, 8:41:37, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3226, loss: 2.3226, grad_norm: 2.7456 2021-07-10 15:11:54,613 - mmaction - INFO - Epoch [135][440/1879] lr: 4.632e-02, eta: 2 days, 8:41:19, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7035, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.7812 2021-07-10 15:12:11,640 - mmaction - INFO - Epoch [135][460/1879] lr: 4.632e-02, eta: 2 days, 8:41:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7078, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.7730 2021-07-10 15:12:28,796 - mmaction - INFO - Epoch [135][480/1879] lr: 4.632e-02, eta: 2 days, 8:40:41, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7090, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.7544 2021-07-10 15:12:45,834 - mmaction - INFO - Epoch [135][500/1879] lr: 4.632e-02, eta: 2 days, 8:40:23, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6727, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.7565 2021-07-10 15:13:02,875 - mmaction - INFO - Epoch [135][520/1879] lr: 4.632e-02, eta: 2 days, 8:40:04, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6867, loss_cls: 2.4340, loss: 2.4340, grad_norm: 2.7157 2021-07-10 15:13:19,997 - mmaction - INFO - Epoch [135][540/1879] lr: 4.632e-02, eta: 2 days, 8:39:46, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6910, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.7511 2021-07-10 15:13:36,911 - mmaction - INFO - Epoch [135][560/1879] lr: 4.632e-02, eta: 2 days, 8:39:27, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.3597, loss: 2.3597, grad_norm: 2.7208 2021-07-10 15:13:53,890 - mmaction - INFO - Epoch [135][580/1879] lr: 4.632e-02, eta: 2 days, 8:39:09, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6910, loss_cls: 2.4360, loss: 2.4360, grad_norm: 2.8020 2021-07-10 15:14:11,060 - mmaction - INFO - Epoch [135][600/1879] lr: 4.632e-02, eta: 2 days, 8:38:50, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6930, loss_cls: 2.4174, loss: 2.4174, grad_norm: 2.7340 2021-07-10 15:14:28,058 - mmaction - INFO - Epoch [135][620/1879] lr: 4.632e-02, eta: 2 days, 8:38:32, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7191, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.7468 2021-07-10 15:14:45,020 - mmaction - INFO - Epoch [135][640/1879] lr: 4.632e-02, eta: 2 days, 8:38:13, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4633, loss: 2.4633, grad_norm: 2.7695 2021-07-10 15:15:02,161 - mmaction - INFO - Epoch [135][660/1879] lr: 4.632e-02, eta: 2 days, 8:37:54, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.7465 2021-07-10 15:15:19,198 - mmaction - INFO - Epoch [135][680/1879] lr: 4.632e-02, eta: 2 days, 8:37:36, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3327, loss: 2.3327, grad_norm: 2.7846 2021-07-10 15:15:36,173 - mmaction - INFO - Epoch [135][700/1879] lr: 4.632e-02, eta: 2 days, 8:37:17, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7051, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.7289 2021-07-10 15:15:53,274 - mmaction - INFO - Epoch [135][720/1879] lr: 4.632e-02, eta: 2 days, 8:36:59, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6961, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.8456 2021-07-10 15:16:10,375 - mmaction - INFO - Epoch [135][740/1879] lr: 4.632e-02, eta: 2 days, 8:36:40, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7145, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.7878 2021-07-10 15:16:27,342 - mmaction - INFO - Epoch [135][760/1879] lr: 4.632e-02, eta: 2 days, 8:36:22, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6957, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.7999 2021-07-10 15:16:44,513 - mmaction - INFO - Epoch [135][780/1879] lr: 4.632e-02, eta: 2 days, 8:36:03, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6949, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.7697 2021-07-10 15:17:01,565 - mmaction - INFO - Epoch [135][800/1879] lr: 4.632e-02, eta: 2 days, 8:35:45, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6863, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.8461 2021-07-10 15:17:18,686 - mmaction - INFO - Epoch [135][820/1879] lr: 4.632e-02, eta: 2 days, 8:35:26, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7129, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.6881 2021-07-10 15:17:35,724 - mmaction - INFO - Epoch [135][840/1879] lr: 4.632e-02, eta: 2 days, 8:35:08, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7082, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.7069 2021-07-10 15:17:52,701 - mmaction - INFO - Epoch [135][860/1879] lr: 4.632e-02, eta: 2 days, 8:34:49, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.7192 2021-07-10 15:18:09,809 - mmaction - INFO - Epoch [135][880/1879] lr: 4.632e-02, eta: 2 days, 8:34:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6738, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.8041 2021-07-10 15:18:26,964 - mmaction - INFO - Epoch [135][900/1879] lr: 4.632e-02, eta: 2 days, 8:34:12, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.8083 2021-07-10 15:18:43,910 - mmaction - INFO - Epoch [135][920/1879] lr: 4.632e-02, eta: 2 days, 8:33:53, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6840, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.7443 2021-07-10 15:19:01,089 - mmaction - INFO - Epoch [135][940/1879] lr: 4.632e-02, eta: 2 days, 8:33:35, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6922, loss_cls: 2.4489, loss: 2.4489, grad_norm: 2.7349 2021-07-10 15:19:18,252 - mmaction - INFO - Epoch [135][960/1879] lr: 4.632e-02, eta: 2 days, 8:33:16, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7098, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.7798 2021-07-10 15:19:35,431 - mmaction - INFO - Epoch [135][980/1879] lr: 4.632e-02, eta: 2 days, 8:32:58, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.7711 2021-07-10 15:19:52,385 - mmaction - INFO - Epoch [135][1000/1879] lr: 4.632e-02, eta: 2 days, 8:32:39, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6805, loss_cls: 2.4820, loss: 2.4820, grad_norm: 2.7785 2021-07-10 15:20:09,563 - mmaction - INFO - Epoch [135][1020/1879] lr: 4.632e-02, eta: 2 days, 8:32:21, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6762, loss_cls: 2.4543, loss: 2.4543, grad_norm: 2.7384 2021-07-10 15:20:26,397 - mmaction - INFO - Epoch [135][1040/1879] lr: 4.632e-02, eta: 2 days, 8:32:02, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7082, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.7522 2021-07-10 15:20:43,605 - mmaction - INFO - Epoch [135][1060/1879] lr: 4.632e-02, eta: 2 days, 8:31:44, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6949, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.7663 2021-07-10 15:21:00,441 - mmaction - INFO - Epoch [135][1080/1879] lr: 4.632e-02, eta: 2 days, 8:31:25, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7031, loss_cls: 2.3549, loss: 2.3549, grad_norm: 2.7662 2021-07-10 15:21:17,280 - mmaction - INFO - Epoch [135][1100/1879] lr: 4.632e-02, eta: 2 days, 8:31:06, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7113, loss_cls: 2.3764, loss: 2.3764, grad_norm: 2.8591 2021-07-10 15:21:34,309 - mmaction - INFO - Epoch [135][1120/1879] lr: 4.632e-02, eta: 2 days, 8:30:48, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6844, loss_cls: 2.4466, loss: 2.4466, grad_norm: 2.8124 2021-07-10 15:21:51,478 - mmaction - INFO - Epoch [135][1140/1879] lr: 4.632e-02, eta: 2 days, 8:30:29, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6848, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.7928 2021-07-10 15:22:08,600 - mmaction - INFO - Epoch [135][1160/1879] lr: 4.632e-02, eta: 2 days, 8:30:11, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7074, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.7792 2021-07-10 15:22:25,514 - mmaction - INFO - Epoch [135][1180/1879] lr: 4.632e-02, eta: 2 days, 8:29:52, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6852, loss_cls: 2.4783, loss: 2.4783, grad_norm: 2.7515 2021-07-10 15:22:42,849 - mmaction - INFO - Epoch [135][1200/1879] lr: 4.632e-02, eta: 2 days, 8:29:34, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6863, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.8077 2021-07-10 15:23:00,095 - mmaction - INFO - Epoch [135][1220/1879] lr: 4.632e-02, eta: 2 days, 8:29:16, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6801, loss_cls: 2.4701, loss: 2.4701, grad_norm: 2.7423 2021-07-10 15:23:17,271 - mmaction - INFO - Epoch [135][1240/1879] lr: 4.632e-02, eta: 2 days, 8:28:57, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7031, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.7168 2021-07-10 15:23:34,376 - mmaction - INFO - Epoch [135][1260/1879] lr: 4.632e-02, eta: 2 days, 8:28:39, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6805, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.8555 2021-07-10 15:23:51,357 - mmaction - INFO - Epoch [135][1280/1879] lr: 4.632e-02, eta: 2 days, 8:28:20, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4492, top5_acc: 0.7004, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.7947 2021-07-10 15:24:08,427 - mmaction - INFO - Epoch [135][1300/1879] lr: 4.632e-02, eta: 2 days, 8:28:01, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6816, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.8023 2021-07-10 15:24:25,474 - mmaction - INFO - Epoch [135][1320/1879] lr: 4.632e-02, eta: 2 days, 8:27:43, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6898, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.8504 2021-07-10 15:24:42,601 - mmaction - INFO - Epoch [135][1340/1879] lr: 4.632e-02, eta: 2 days, 8:27:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7039, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.7808 2021-07-10 15:24:59,685 - mmaction - INFO - Epoch [135][1360/1879] lr: 4.632e-02, eta: 2 days, 8:27:06, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6961, loss_cls: 2.4515, loss: 2.4515, grad_norm: 2.8296 2021-07-10 15:25:16,722 - mmaction - INFO - Epoch [135][1380/1879] lr: 4.632e-02, eta: 2 days, 8:26:47, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3879, loss: 2.3879, grad_norm: 2.7430 2021-07-10 15:25:33,673 - mmaction - INFO - Epoch [135][1400/1879] lr: 4.632e-02, eta: 2 days, 8:26:29, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6836, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.7786 2021-07-10 15:25:50,876 - mmaction - INFO - Epoch [135][1420/1879] lr: 4.632e-02, eta: 2 days, 8:26:10, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6902, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.7447 2021-07-10 15:26:07,866 - mmaction - INFO - Epoch [135][1440/1879] lr: 4.632e-02, eta: 2 days, 8:25:52, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6945, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.7412 2021-07-10 15:26:24,945 - mmaction - INFO - Epoch [135][1460/1879] lr: 4.632e-02, eta: 2 days, 8:25:33, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6777, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.7975 2021-07-10 15:26:41,891 - mmaction - INFO - Epoch [135][1480/1879] lr: 4.632e-02, eta: 2 days, 8:25:15, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6945, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.7389 2021-07-10 15:26:58,912 - mmaction - INFO - Epoch [135][1500/1879] lr: 4.632e-02, eta: 2 days, 8:24:56, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6926, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.8081 2021-07-10 15:27:15,912 - mmaction - INFO - Epoch [135][1520/1879] lr: 4.632e-02, eta: 2 days, 8:24:37, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7102, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.6958 2021-07-10 15:27:32,774 - mmaction - INFO - Epoch [135][1540/1879] lr: 4.632e-02, eta: 2 days, 8:24:19, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6855, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.7713 2021-07-10 15:27:49,866 - mmaction - INFO - Epoch [135][1560/1879] lr: 4.632e-02, eta: 2 days, 8:24:00, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6785, loss_cls: 2.4898, loss: 2.4898, grad_norm: 2.7986 2021-07-10 15:28:06,697 - mmaction - INFO - Epoch [135][1580/1879] lr: 4.632e-02, eta: 2 days, 8:23:41, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6813, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.8410 2021-07-10 15:28:23,816 - mmaction - INFO - Epoch [135][1600/1879] lr: 4.632e-02, eta: 2 days, 8:23:23, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.8240 2021-07-10 15:28:40,818 - mmaction - INFO - Epoch [135][1620/1879] lr: 4.632e-02, eta: 2 days, 8:23:04, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6766, loss_cls: 2.5271, loss: 2.5271, grad_norm: 2.7858 2021-07-10 15:28:57,956 - mmaction - INFO - Epoch [135][1640/1879] lr: 4.632e-02, eta: 2 days, 8:22:46, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6969, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.7505 2021-07-10 15:29:14,834 - mmaction - INFO - Epoch [135][1660/1879] lr: 4.632e-02, eta: 2 days, 8:22:27, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6797, loss_cls: 2.5043, loss: 2.5043, grad_norm: 2.7962 2021-07-10 15:29:31,799 - mmaction - INFO - Epoch [135][1680/1879] lr: 4.632e-02, eta: 2 days, 8:22:09, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6879, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.6866 2021-07-10 15:29:48,865 - mmaction - INFO - Epoch [135][1700/1879] lr: 4.632e-02, eta: 2 days, 8:21:50, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6855, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.7467 2021-07-10 15:30:05,846 - mmaction - INFO - Epoch [135][1720/1879] lr: 4.632e-02, eta: 2 days, 8:21:32, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6945, loss_cls: 2.4179, loss: 2.4179, grad_norm: 2.7888 2021-07-10 15:30:22,870 - mmaction - INFO - Epoch [135][1740/1879] lr: 4.632e-02, eta: 2 days, 8:21:13, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7000, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.7514 2021-07-10 15:30:39,645 - mmaction - INFO - Epoch [135][1760/1879] lr: 4.632e-02, eta: 2 days, 8:20:54, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.7576 2021-07-10 15:30:56,528 - mmaction - INFO - Epoch [135][1780/1879] lr: 4.632e-02, eta: 2 days, 8:20:35, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7008, loss_cls: 2.3935, loss: 2.3935, grad_norm: 2.7034 2021-07-10 15:31:13,570 - mmaction - INFO - Epoch [135][1800/1879] lr: 4.632e-02, eta: 2 days, 8:20:17, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6957, loss_cls: 2.4818, loss: 2.4818, grad_norm: 2.8053 2021-07-10 15:31:30,671 - mmaction - INFO - Epoch [135][1820/1879] lr: 4.632e-02, eta: 2 days, 8:19:58, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7086, loss_cls: 2.3438, loss: 2.3438, grad_norm: 2.7406 2021-07-10 15:31:47,750 - mmaction - INFO - Epoch [135][1840/1879] lr: 4.632e-02, eta: 2 days, 8:19:40, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6934, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.8460 2021-07-10 15:32:04,970 - mmaction - INFO - Epoch [135][1860/1879] lr: 4.632e-02, eta: 2 days, 8:19:22, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7152, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.7580 2021-07-10 15:32:23,277 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 15:32:23,281 - mmaction - INFO - 106 BN found 2021-07-10 15:36:55,255 - mmaction - INFO - BN stats updated 2021-07-10 15:39:27,523 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 15:39:28,399 - mmaction - INFO - top1_acc 0.5399 top5_acc 0.7898 2021-07-10 15:39:28,400 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 15:39:28,432 - mmaction - INFO - mean_acc 0.5398 2021-07-10 15:39:28,936 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_135.pth. 2021-07-10 15:39:28,937 - mmaction - INFO - Best top1_acc is 0.5399 at 135 epoch. 2021-07-10 15:39:28,944 - mmaction - INFO - Epoch(val) [135][155] top1_acc: 0.5399, top5_acc: 0.7898, mean_class_accuracy: 0.5398 2021-07-10 15:40:52,582 - mmaction - INFO - Epoch [136][20/1879] lr: 4.571e-02, eta: 2 days, 8:19:30, time: 4.180, data_time: 3.338, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7145, loss_cls: 2.3083, loss: 2.3083, grad_norm: 2.7209 2021-07-10 15:41:09,156 - mmaction - INFO - Epoch [136][40/1879] lr: 4.571e-02, eta: 2 days, 8:19:11, time: 0.828, data_time: 0.008, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.8285 2021-07-10 15:41:25,620 - mmaction - INFO - Epoch [136][60/1879] lr: 4.571e-02, eta: 2 days, 8:18:52, time: 0.823, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7051, loss_cls: 2.4221, loss: 2.4221, grad_norm: 2.8504 2021-07-10 15:41:42,230 - mmaction - INFO - Epoch [136][80/1879] lr: 4.571e-02, eta: 2 days, 8:18:34, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6945, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.7953 2021-07-10 15:41:58,757 - mmaction - INFO - Epoch [136][100/1879] lr: 4.571e-02, eta: 2 days, 8:18:14, time: 0.825, data_time: 0.001, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7105, loss_cls: 2.3296, loss: 2.3296, grad_norm: 2.7009 2021-07-10 15:42:15,335 - mmaction - INFO - Epoch [136][120/1879] lr: 4.571e-02, eta: 2 days, 8:17:56, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.4699, top5_acc: 0.6945, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.7413 2021-07-10 15:42:31,896 - mmaction - INFO - Epoch [136][140/1879] lr: 4.571e-02, eta: 2 days, 8:17:37, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3516, loss: 2.3516, grad_norm: 2.8193 2021-07-10 15:42:48,779 - mmaction - INFO - Epoch [136][160/1879] lr: 4.571e-02, eta: 2 days, 8:17:18, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7102, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.7649 2021-07-10 15:43:05,537 - mmaction - INFO - Epoch [136][180/1879] lr: 4.571e-02, eta: 2 days, 8:16:59, time: 0.833, data_time: 0.003, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7152, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.7802 2021-07-10 15:43:22,349 - mmaction - INFO - Epoch [136][200/1879] lr: 4.571e-02, eta: 2 days, 8:16:40, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7078, loss_cls: 2.3744, loss: 2.3744, grad_norm: 2.8015 2021-07-10 15:43:39,353 - mmaction - INFO - Epoch [136][220/1879] lr: 4.571e-02, eta: 2 days, 8:16:22, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6875, loss_cls: 2.4065, loss: 2.4065, grad_norm: 2.8319 2021-07-10 15:43:56,379 - mmaction - INFO - Epoch [136][240/1879] lr: 4.571e-02, eta: 2 days, 8:16:03, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6949, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.8028 2021-07-10 15:44:13,209 - mmaction - INFO - Epoch [136][260/1879] lr: 4.571e-02, eta: 2 days, 8:15:44, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7074, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.8027 2021-07-10 15:44:30,245 - mmaction - INFO - Epoch [136][280/1879] lr: 4.571e-02, eta: 2 days, 8:15:26, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.7948 2021-07-10 15:44:47,130 - mmaction - INFO - Epoch [136][300/1879] lr: 4.571e-02, eta: 2 days, 8:15:07, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7047, loss_cls: 2.3832, loss: 2.3832, grad_norm: 2.7876 2021-07-10 15:45:04,113 - mmaction - INFO - Epoch [136][320/1879] lr: 4.571e-02, eta: 2 days, 8:14:49, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6949, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.7628 2021-07-10 15:45:21,059 - mmaction - INFO - Epoch [136][340/1879] lr: 4.571e-02, eta: 2 days, 8:14:30, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7066, loss_cls: 2.3911, loss: 2.3911, grad_norm: 2.8175 2021-07-10 15:45:38,049 - mmaction - INFO - Epoch [136][360/1879] lr: 4.571e-02, eta: 2 days, 8:14:11, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6926, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.8355 2021-07-10 15:45:55,182 - mmaction - INFO - Epoch [136][380/1879] lr: 4.571e-02, eta: 2 days, 8:13:53, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7000, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.7725 2021-07-10 15:46:12,249 - mmaction - INFO - Epoch [136][400/1879] lr: 4.571e-02, eta: 2 days, 8:13:34, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6973, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.8410 2021-07-10 15:46:29,096 - mmaction - INFO - Epoch [136][420/1879] lr: 4.571e-02, eta: 2 days, 8:13:16, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6969, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.8192 2021-07-10 15:46:46,215 - mmaction - INFO - Epoch [136][440/1879] lr: 4.571e-02, eta: 2 days, 8:12:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6859, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.8533 2021-07-10 15:47:03,135 - mmaction - INFO - Epoch [136][460/1879] lr: 4.571e-02, eta: 2 days, 8:12:38, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7055, loss_cls: 2.3716, loss: 2.3716, grad_norm: 2.7483 2021-07-10 15:47:20,396 - mmaction - INFO - Epoch [136][480/1879] lr: 4.571e-02, eta: 2 days, 8:12:20, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6918, loss_cls: 2.4290, loss: 2.4290, grad_norm: 2.7291 2021-07-10 15:47:37,447 - mmaction - INFO - Epoch [136][500/1879] lr: 4.571e-02, eta: 2 days, 8:12:02, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6926, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.7406 2021-07-10 15:47:54,628 - mmaction - INFO - Epoch [136][520/1879] lr: 4.571e-02, eta: 2 days, 8:11:43, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7035, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.7496 2021-07-10 15:48:11,679 - mmaction - INFO - Epoch [136][540/1879] lr: 4.571e-02, eta: 2 days, 8:11:25, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.7554 2021-07-10 15:48:28,754 - mmaction - INFO - Epoch [136][560/1879] lr: 4.571e-02, eta: 2 days, 8:11:06, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7086, loss_cls: 2.3467, loss: 2.3467, grad_norm: 2.7988 2021-07-10 15:48:45,733 - mmaction - INFO - Epoch [136][580/1879] lr: 4.571e-02, eta: 2 days, 8:10:47, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7066, loss_cls: 2.3643, loss: 2.3643, grad_norm: 2.7600 2021-07-10 15:49:02,686 - mmaction - INFO - Epoch [136][600/1879] lr: 4.571e-02, eta: 2 days, 8:10:29, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6879, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.7892 2021-07-10 15:49:19,737 - mmaction - INFO - Epoch [136][620/1879] lr: 4.571e-02, eta: 2 days, 8:10:10, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7117, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.7799 2021-07-10 15:49:36,871 - mmaction - INFO - Epoch [136][640/1879] lr: 4.571e-02, eta: 2 days, 8:09:52, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.3440, loss: 2.3440, grad_norm: 2.7945 2021-07-10 15:49:53,895 - mmaction - INFO - Epoch [136][660/1879] lr: 4.571e-02, eta: 2 days, 8:09:33, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6773, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.7858 2021-07-10 15:50:11,041 - mmaction - INFO - Epoch [136][680/1879] lr: 4.571e-02, eta: 2 days, 8:09:15, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7055, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.7030 2021-07-10 15:50:28,043 - mmaction - INFO - Epoch [136][700/1879] lr: 4.571e-02, eta: 2 days, 8:08:56, time: 0.849, data_time: 0.000, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7148, loss_cls: 2.3140, loss: 2.3140, grad_norm: 2.8235 2021-07-10 15:50:45,190 - mmaction - INFO - Epoch [136][720/1879] lr: 4.571e-02, eta: 2 days, 8:08:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6895, loss_cls: 2.4293, loss: 2.4293, grad_norm: 2.8013 2021-07-10 15:51:02,197 - mmaction - INFO - Epoch [136][740/1879] lr: 4.571e-02, eta: 2 days, 8:08:19, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 2.4200, loss: 2.4200, grad_norm: 2.7768 2021-07-10 15:51:19,126 - mmaction - INFO - Epoch [136][760/1879] lr: 4.571e-02, eta: 2 days, 8:08:01, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4047, loss: 2.4047, grad_norm: 2.7586 2021-07-10 15:51:36,143 - mmaction - INFO - Epoch [136][780/1879] lr: 4.571e-02, eta: 2 days, 8:07:42, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6965, loss_cls: 2.4074, loss: 2.4074, grad_norm: 2.8009 2021-07-10 15:51:53,231 - mmaction - INFO - Epoch [136][800/1879] lr: 4.571e-02, eta: 2 days, 8:07:24, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7059, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.8582 2021-07-10 15:52:10,193 - mmaction - INFO - Epoch [136][820/1879] lr: 4.571e-02, eta: 2 days, 8:07:05, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6914, loss_cls: 2.4005, loss: 2.4005, grad_norm: 2.7943 2021-07-10 15:52:27,132 - mmaction - INFO - Epoch [136][840/1879] lr: 4.571e-02, eta: 2 days, 8:06:46, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6914, loss_cls: 2.4256, loss: 2.4256, grad_norm: 2.8002 2021-07-10 15:52:44,129 - mmaction - INFO - Epoch [136][860/1879] lr: 4.571e-02, eta: 2 days, 8:06:28, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7004, loss_cls: 2.3928, loss: 2.3928, grad_norm: 2.7689 2021-07-10 15:53:01,322 - mmaction - INFO - Epoch [136][880/1879] lr: 4.571e-02, eta: 2 days, 8:06:09, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7059, loss_cls: 2.3798, loss: 2.3798, grad_norm: 2.7688 2021-07-10 15:53:18,264 - mmaction - INFO - Epoch [136][900/1879] lr: 4.571e-02, eta: 2 days, 8:05:51, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7090, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.8144 2021-07-10 15:53:35,282 - mmaction - INFO - Epoch [136][920/1879] lr: 4.571e-02, eta: 2 days, 8:05:32, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6918, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.8140 2021-07-10 15:53:52,486 - mmaction - INFO - Epoch [136][940/1879] lr: 4.571e-02, eta: 2 days, 8:05:14, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6863, loss_cls: 2.4087, loss: 2.4087, grad_norm: 2.8358 2021-07-10 15:54:09,381 - mmaction - INFO - Epoch [136][960/1879] lr: 4.571e-02, eta: 2 days, 8:04:55, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6816, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.8072 2021-07-10 15:54:26,309 - mmaction - INFO - Epoch [136][980/1879] lr: 4.571e-02, eta: 2 days, 8:04:36, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7023, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.7709 2021-07-10 15:54:43,318 - mmaction - INFO - Epoch [136][1000/1879] lr: 4.571e-02, eta: 2 days, 8:04:18, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.7360 2021-07-10 15:55:00,393 - mmaction - INFO - Epoch [136][1020/1879] lr: 4.571e-02, eta: 2 days, 8:03:59, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6930, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.7614 2021-07-10 15:55:17,425 - mmaction - INFO - Epoch [136][1040/1879] lr: 4.571e-02, eta: 2 days, 8:03:41, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6945, loss_cls: 2.3795, loss: 2.3795, grad_norm: 2.7819 2021-07-10 15:55:34,595 - mmaction - INFO - Epoch [136][1060/1879] lr: 4.571e-02, eta: 2 days, 8:03:22, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7039, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.7926 2021-07-10 15:55:51,661 - mmaction - INFO - Epoch [136][1080/1879] lr: 4.571e-02, eta: 2 days, 8:03:04, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6887, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.8758 2021-07-10 15:56:08,809 - mmaction - INFO - Epoch [136][1100/1879] lr: 4.571e-02, eta: 2 days, 8:02:45, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6785, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.8217 2021-07-10 15:56:25,962 - mmaction - INFO - Epoch [136][1120/1879] lr: 4.571e-02, eta: 2 days, 8:02:27, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7020, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.8113 2021-07-10 15:56:42,939 - mmaction - INFO - Epoch [136][1140/1879] lr: 4.571e-02, eta: 2 days, 8:02:08, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7129, loss_cls: 2.3348, loss: 2.3348, grad_norm: 2.7278 2021-07-10 15:56:59,852 - mmaction - INFO - Epoch [136][1160/1879] lr: 4.571e-02, eta: 2 days, 8:01:50, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6918, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.7770 2021-07-10 15:57:16,816 - mmaction - INFO - Epoch [136][1180/1879] lr: 4.571e-02, eta: 2 days, 8:01:31, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6996, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.7563 2021-07-10 15:57:33,880 - mmaction - INFO - Epoch [136][1200/1879] lr: 4.571e-02, eta: 2 days, 8:01:13, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7055, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.7302 2021-07-10 15:57:50,999 - mmaction - INFO - Epoch [136][1220/1879] lr: 4.571e-02, eta: 2 days, 8:00:54, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6832, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.7822 2021-07-10 15:58:08,052 - mmaction - INFO - Epoch [136][1240/1879] lr: 4.571e-02, eta: 2 days, 8:00:36, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7055, loss_cls: 2.4236, loss: 2.4236, grad_norm: 2.8252 2021-07-10 15:58:24,931 - mmaction - INFO - Epoch [136][1260/1879] lr: 4.571e-02, eta: 2 days, 8:00:17, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.8008 2021-07-10 15:58:42,039 - mmaction - INFO - Epoch [136][1280/1879] lr: 4.571e-02, eta: 2 days, 7:59:58, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7078, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.7563 2021-07-10 15:58:59,005 - mmaction - INFO - Epoch [136][1300/1879] lr: 4.571e-02, eta: 2 days, 7:59:40, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7051, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.8386 2021-07-10 15:59:15,989 - mmaction - INFO - Epoch [136][1320/1879] lr: 4.571e-02, eta: 2 days, 7:59:21, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6789, loss_cls: 2.5274, loss: 2.5274, grad_norm: 2.8263 2021-07-10 15:59:33,061 - mmaction - INFO - Epoch [136][1340/1879] lr: 4.571e-02, eta: 2 days, 7:59:03, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.7247 2021-07-10 15:59:50,156 - mmaction - INFO - Epoch [136][1360/1879] lr: 4.571e-02, eta: 2 days, 7:58:44, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6758, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.8204 2021-07-10 16:00:07,268 - mmaction - INFO - Epoch [136][1380/1879] lr: 4.571e-02, eta: 2 days, 7:58:26, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6941, loss_cls: 2.4294, loss: 2.4294, grad_norm: 2.7634 2021-07-10 16:00:24,345 - mmaction - INFO - Epoch [136][1400/1879] lr: 4.571e-02, eta: 2 days, 7:58:07, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6797, loss_cls: 2.4877, loss: 2.4877, grad_norm: 2.7746 2021-07-10 16:00:41,400 - mmaction - INFO - Epoch [136][1420/1879] lr: 4.571e-02, eta: 2 days, 7:57:49, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6930, loss_cls: 2.4245, loss: 2.4245, grad_norm: 2.8045 2021-07-10 16:00:58,432 - mmaction - INFO - Epoch [136][1440/1879] lr: 4.571e-02, eta: 2 days, 7:57:30, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7012, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.7440 2021-07-10 16:01:15,686 - mmaction - INFO - Epoch [136][1460/1879] lr: 4.571e-02, eta: 2 days, 7:57:12, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6895, loss_cls: 2.4842, loss: 2.4842, grad_norm: 2.8160 2021-07-10 16:01:32,658 - mmaction - INFO - Epoch [136][1480/1879] lr: 4.571e-02, eta: 2 days, 7:56:53, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6949, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.7645 2021-07-10 16:01:49,817 - mmaction - INFO - Epoch [136][1500/1879] lr: 4.571e-02, eta: 2 days, 7:56:35, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6848, loss_cls: 2.4350, loss: 2.4350, grad_norm: 2.7467 2021-07-10 16:02:06,798 - mmaction - INFO - Epoch [136][1520/1879] lr: 4.571e-02, eta: 2 days, 7:56:16, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7129, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.7464 2021-07-10 16:02:23,807 - mmaction - INFO - Epoch [136][1540/1879] lr: 4.571e-02, eta: 2 days, 7:55:58, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7066, loss_cls: 2.3513, loss: 2.3513, grad_norm: 2.7769 2021-07-10 16:02:41,026 - mmaction - INFO - Epoch [136][1560/1879] lr: 4.571e-02, eta: 2 days, 7:55:39, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7020, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.7697 2021-07-10 16:02:57,921 - mmaction - INFO - Epoch [136][1580/1879] lr: 4.571e-02, eta: 2 days, 7:55:21, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6992, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.7990 2021-07-10 16:03:15,121 - mmaction - INFO - Epoch [136][1600/1879] lr: 4.571e-02, eta: 2 days, 7:55:02, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7070, loss_cls: 2.4064, loss: 2.4064, grad_norm: 2.7951 2021-07-10 16:03:32,205 - mmaction - INFO - Epoch [136][1620/1879] lr: 4.571e-02, eta: 2 days, 7:54:44, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6891, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.8313 2021-07-10 16:03:49,076 - mmaction - INFO - Epoch [136][1640/1879] lr: 4.571e-02, eta: 2 days, 7:54:25, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7035, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.7899 2021-07-10 16:04:06,262 - mmaction - INFO - Epoch [136][1660/1879] lr: 4.571e-02, eta: 2 days, 7:54:07, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6996, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.7747 2021-07-10 16:04:23,307 - mmaction - INFO - Epoch [136][1680/1879] lr: 4.571e-02, eta: 2 days, 7:53:48, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7000, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.7731 2021-07-10 16:04:40,273 - mmaction - INFO - Epoch [136][1700/1879] lr: 4.571e-02, eta: 2 days, 7:53:29, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7066, loss_cls: 2.3560, loss: 2.3560, grad_norm: 2.7192 2021-07-10 16:04:57,466 - mmaction - INFO - Epoch [136][1720/1879] lr: 4.571e-02, eta: 2 days, 7:53:11, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6934, loss_cls: 2.4337, loss: 2.4337, grad_norm: 2.7747 2021-07-10 16:05:14,374 - mmaction - INFO - Epoch [136][1740/1879] lr: 4.571e-02, eta: 2 days, 7:52:52, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6828, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.8069 2021-07-10 16:05:31,554 - mmaction - INFO - Epoch [136][1760/1879] lr: 4.571e-02, eta: 2 days, 7:52:34, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.7991 2021-07-10 16:05:48,718 - mmaction - INFO - Epoch [136][1780/1879] lr: 4.571e-02, eta: 2 days, 7:52:16, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6840, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.8357 2021-07-10 16:06:05,915 - mmaction - INFO - Epoch [136][1800/1879] lr: 4.571e-02, eta: 2 days, 7:51:57, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6766, loss_cls: 2.4839, loss: 2.4839, grad_norm: 2.8181 2021-07-10 16:06:23,017 - mmaction - INFO - Epoch [136][1820/1879] lr: 4.571e-02, eta: 2 days, 7:51:39, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7043, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.8158 2021-07-10 16:06:39,974 - mmaction - INFO - Epoch [136][1840/1879] lr: 4.571e-02, eta: 2 days, 7:51:20, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6883, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.8331 2021-07-10 16:06:57,207 - mmaction - INFO - Epoch [136][1860/1879] lr: 4.571e-02, eta: 2 days, 7:51:02, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7051, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.7768 2021-07-10 16:07:16,354 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 16:07:16,359 - mmaction - INFO - 106 BN found 2021-07-10 16:11:48,198 - mmaction - INFO - BN stats updated 2021-07-10 16:11:50,217 - mmaction - INFO - Saving checkpoint at 136 epochs 2021-07-10 16:13:05,960 - mmaction - INFO - Epoch [137][20/1879] lr: 4.510e-02, eta: 2 days, 7:51:00, time: 3.584, data_time: 2.703, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7016, loss_cls: 2.3438, loss: 2.3438, grad_norm: 2.7316 2021-07-10 16:13:22,519 - mmaction - INFO - Epoch [137][40/1879] lr: 4.510e-02, eta: 2 days, 7:50:41, time: 0.827, data_time: 0.007, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7039, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.7285 2021-07-10 16:13:39,037 - mmaction - INFO - Epoch [137][60/1879] lr: 4.510e-02, eta: 2 days, 7:50:22, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6891, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.8367 2021-07-10 16:13:55,577 - mmaction - INFO - Epoch [137][80/1879] lr: 4.510e-02, eta: 2 days, 7:50:03, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4672, top5_acc: 0.6937, loss_cls: 2.3630, loss: 2.3630, grad_norm: 2.7724 2021-07-10 16:14:12,174 - mmaction - INFO - Epoch [137][100/1879] lr: 4.510e-02, eta: 2 days, 7:49:44, time: 0.829, data_time: 0.000, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6934, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.7814 2021-07-10 16:14:29,002 - mmaction - INFO - Epoch [137][120/1879] lr: 4.510e-02, eta: 2 days, 7:49:25, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.6988, loss_cls: 2.3670, loss: 2.3670, grad_norm: 2.6624 2021-07-10 16:14:45,715 - mmaction - INFO - Epoch [137][140/1879] lr: 4.510e-02, eta: 2 days, 7:49:06, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7063, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.7828 2021-07-10 16:15:02,481 - mmaction - INFO - Epoch [137][160/1879] lr: 4.510e-02, eta: 2 days, 7:48:47, time: 0.841, data_time: 0.006, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7094, loss_cls: 2.3532, loss: 2.3532, grad_norm: 2.7175 2021-07-10 16:15:19,368 - mmaction - INFO - Epoch [137][180/1879] lr: 4.510e-02, eta: 2 days, 7:48:29, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.7453 2021-07-10 16:15:36,505 - mmaction - INFO - Epoch [137][200/1879] lr: 4.510e-02, eta: 2 days, 7:48:10, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7082, loss_cls: 2.3860, loss: 2.3860, grad_norm: 2.7988 2021-07-10 16:15:53,501 - mmaction - INFO - Epoch [137][220/1879] lr: 4.510e-02, eta: 2 days, 7:47:52, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.3099, loss: 2.3099, grad_norm: 2.7835 2021-07-10 16:16:10,540 - mmaction - INFO - Epoch [137][240/1879] lr: 4.510e-02, eta: 2 days, 7:47:33, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6988, loss_cls: 2.3926, loss: 2.3926, grad_norm: 2.8414 2021-07-10 16:16:27,483 - mmaction - INFO - Epoch [137][260/1879] lr: 4.510e-02, eta: 2 days, 7:47:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6934, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.8021 2021-07-10 16:16:44,570 - mmaction - INFO - Epoch [137][280/1879] lr: 4.510e-02, eta: 2 days, 7:46:56, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.3543, loss: 2.3543, grad_norm: 2.7416 2021-07-10 16:17:01,527 - mmaction - INFO - Epoch [137][300/1879] lr: 4.510e-02, eta: 2 days, 7:46:37, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3772, loss: 2.3772, grad_norm: 2.7800 2021-07-10 16:17:18,583 - mmaction - INFO - Epoch [137][320/1879] lr: 4.510e-02, eta: 2 days, 7:46:19, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6887, loss_cls: 2.4043, loss: 2.4043, grad_norm: 2.7892 2021-07-10 16:17:35,680 - mmaction - INFO - Epoch [137][340/1879] lr: 4.510e-02, eta: 2 days, 7:46:00, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.7509 2021-07-10 16:17:52,679 - mmaction - INFO - Epoch [137][360/1879] lr: 4.510e-02, eta: 2 days, 7:45:42, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3345, loss: 2.3345, grad_norm: 2.8008 2021-07-10 16:18:09,826 - mmaction - INFO - Epoch [137][380/1879] lr: 4.510e-02, eta: 2 days, 7:45:23, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6910, loss_cls: 2.4139, loss: 2.4139, grad_norm: 2.8461 2021-07-10 16:18:27,006 - mmaction - INFO - Epoch [137][400/1879] lr: 4.510e-02, eta: 2 days, 7:45:05, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6902, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.8816 2021-07-10 16:18:44,145 - mmaction - INFO - Epoch [137][420/1879] lr: 4.510e-02, eta: 2 days, 7:44:47, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.4209, loss: 2.4209, grad_norm: 2.8361 2021-07-10 16:19:01,260 - mmaction - INFO - Epoch [137][440/1879] lr: 4.510e-02, eta: 2 days, 7:44:28, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6949, loss_cls: 2.3938, loss: 2.3938, grad_norm: 2.8033 2021-07-10 16:19:18,378 - mmaction - INFO - Epoch [137][460/1879] lr: 4.510e-02, eta: 2 days, 7:44:10, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6973, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.7340 2021-07-10 16:19:35,508 - mmaction - INFO - Epoch [137][480/1879] lr: 4.510e-02, eta: 2 days, 7:43:51, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6957, loss_cls: 2.4090, loss: 2.4090, grad_norm: 2.7721 2021-07-10 16:19:52,578 - mmaction - INFO - Epoch [137][500/1879] lr: 4.510e-02, eta: 2 days, 7:43:33, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7035, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.8310 2021-07-10 16:20:09,720 - mmaction - INFO - Epoch [137][520/1879] lr: 4.510e-02, eta: 2 days, 7:43:14, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7137, loss_cls: 2.3566, loss: 2.3566, grad_norm: 2.8649 2021-07-10 16:20:26,871 - mmaction - INFO - Epoch [137][540/1879] lr: 4.510e-02, eta: 2 days, 7:42:56, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.6957, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.8264 2021-07-10 16:20:43,938 - mmaction - INFO - Epoch [137][560/1879] lr: 4.510e-02, eta: 2 days, 7:42:37, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6879, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.7958 2021-07-10 16:21:01,070 - mmaction - INFO - Epoch [137][580/1879] lr: 4.510e-02, eta: 2 days, 7:42:19, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7090, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.7832 2021-07-10 16:21:18,095 - mmaction - INFO - Epoch [137][600/1879] lr: 4.510e-02, eta: 2 days, 7:42:00, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6902, loss_cls: 2.4723, loss: 2.4723, grad_norm: 2.7946 2021-07-10 16:21:35,123 - mmaction - INFO - Epoch [137][620/1879] lr: 4.510e-02, eta: 2 days, 7:41:42, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.4080, loss: 2.4080, grad_norm: 2.7639 2021-07-10 16:21:52,345 - mmaction - INFO - Epoch [137][640/1879] lr: 4.510e-02, eta: 2 days, 7:41:23, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6965, loss_cls: 2.3845, loss: 2.3845, grad_norm: 2.8084 2021-07-10 16:22:09,509 - mmaction - INFO - Epoch [137][660/1879] lr: 4.510e-02, eta: 2 days, 7:41:05, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6758, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.8923 2021-07-10 16:22:26,754 - mmaction - INFO - Epoch [137][680/1879] lr: 4.510e-02, eta: 2 days, 7:40:47, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7078, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.8048 2021-07-10 16:22:43,876 - mmaction - INFO - Epoch [137][700/1879] lr: 4.510e-02, eta: 2 days, 7:40:28, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6711, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.7469 2021-07-10 16:23:01,160 - mmaction - INFO - Epoch [137][720/1879] lr: 4.510e-02, eta: 2 days, 7:40:10, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.7818 2021-07-10 16:23:18,192 - mmaction - INFO - Epoch [137][740/1879] lr: 4.510e-02, eta: 2 days, 7:39:51, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.7419 2021-07-10 16:23:35,288 - mmaction - INFO - Epoch [137][760/1879] lr: 4.510e-02, eta: 2 days, 7:39:33, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6941, loss_cls: 2.4432, loss: 2.4432, grad_norm: 2.8282 2021-07-10 16:23:52,338 - mmaction - INFO - Epoch [137][780/1879] lr: 4.510e-02, eta: 2 days, 7:39:14, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.7000, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.8302 2021-07-10 16:24:09,388 - mmaction - INFO - Epoch [137][800/1879] lr: 4.510e-02, eta: 2 days, 7:38:56, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6922, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.7665 2021-07-10 16:24:26,307 - mmaction - INFO - Epoch [137][820/1879] lr: 4.510e-02, eta: 2 days, 7:38:37, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.7847 2021-07-10 16:24:43,773 - mmaction - INFO - Epoch [137][840/1879] lr: 4.510e-02, eta: 2 days, 7:38:19, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7047, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.8347 2021-07-10 16:25:00,831 - mmaction - INFO - Epoch [137][860/1879] lr: 4.510e-02, eta: 2 days, 7:38:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.8107 2021-07-10 16:25:17,801 - mmaction - INFO - Epoch [137][880/1879] lr: 4.510e-02, eta: 2 days, 7:37:42, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6980, loss_cls: 2.4313, loss: 2.4313, grad_norm: 2.8319 2021-07-10 16:25:34,869 - mmaction - INFO - Epoch [137][900/1879] lr: 4.510e-02, eta: 2 days, 7:37:23, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7172, loss_cls: 2.3326, loss: 2.3326, grad_norm: 2.8019 2021-07-10 16:25:51,975 - mmaction - INFO - Epoch [137][920/1879] lr: 4.510e-02, eta: 2 days, 7:37:05, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7027, loss_cls: 2.3553, loss: 2.3553, grad_norm: 2.7741 2021-07-10 16:26:09,123 - mmaction - INFO - Epoch [137][940/1879] lr: 4.510e-02, eta: 2 days, 7:36:46, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.7434 2021-07-10 16:26:26,171 - mmaction - INFO - Epoch [137][960/1879] lr: 4.510e-02, eta: 2 days, 7:36:28, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4072, loss: 2.4072, grad_norm: 2.7884 2021-07-10 16:26:43,353 - mmaction - INFO - Epoch [137][980/1879] lr: 4.510e-02, eta: 2 days, 7:36:10, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3343, loss: 2.3343, grad_norm: 2.7606 2021-07-10 16:27:00,514 - mmaction - INFO - Epoch [137][1000/1879] lr: 4.510e-02, eta: 2 days, 7:35:51, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6813, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.8162 2021-07-10 16:27:17,423 - mmaction - INFO - Epoch [137][1020/1879] lr: 4.510e-02, eta: 2 days, 7:35:32, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6879, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.7658 2021-07-10 16:27:34,521 - mmaction - INFO - Epoch [137][1040/1879] lr: 4.510e-02, eta: 2 days, 7:35:14, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6914, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.7574 2021-07-10 16:27:51,507 - mmaction - INFO - Epoch [137][1060/1879] lr: 4.510e-02, eta: 2 days, 7:34:55, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.7485 2021-07-10 16:28:08,558 - mmaction - INFO - Epoch [137][1080/1879] lr: 4.510e-02, eta: 2 days, 7:34:37, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6918, loss_cls: 2.4203, loss: 2.4203, grad_norm: 2.8085 2021-07-10 16:28:25,457 - mmaction - INFO - Epoch [137][1100/1879] lr: 4.510e-02, eta: 2 days, 7:34:18, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6965, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.8133 2021-07-10 16:28:42,666 - mmaction - INFO - Epoch [137][1120/1879] lr: 4.510e-02, eta: 2 days, 7:34:00, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7027, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.7904 2021-07-10 16:28:59,634 - mmaction - INFO - Epoch [137][1140/1879] lr: 4.510e-02, eta: 2 days, 7:33:41, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6969, loss_cls: 2.4503, loss: 2.4503, grad_norm: 2.8284 2021-07-10 16:29:16,812 - mmaction - INFO - Epoch [137][1160/1879] lr: 4.510e-02, eta: 2 days, 7:33:23, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.7502 2021-07-10 16:29:33,786 - mmaction - INFO - Epoch [137][1180/1879] lr: 4.510e-02, eta: 2 days, 7:33:04, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.7847 2021-07-10 16:29:50,645 - mmaction - INFO - Epoch [137][1200/1879] lr: 4.510e-02, eta: 2 days, 7:32:46, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7020, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.8068 2021-07-10 16:30:07,786 - mmaction - INFO - Epoch [137][1220/1879] lr: 4.510e-02, eta: 2 days, 7:32:27, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6926, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.8382 2021-07-10 16:30:24,872 - mmaction - INFO - Epoch [137][1240/1879] lr: 4.510e-02, eta: 2 days, 7:32:09, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6980, loss_cls: 2.4085, loss: 2.4085, grad_norm: 2.7843 2021-07-10 16:30:42,023 - mmaction - INFO - Epoch [137][1260/1879] lr: 4.510e-02, eta: 2 days, 7:31:50, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7113, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.8539 2021-07-10 16:30:59,075 - mmaction - INFO - Epoch [137][1280/1879] lr: 4.510e-02, eta: 2 days, 7:31:32, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6742, loss_cls: 2.5123, loss: 2.5123, grad_norm: 2.8988 2021-07-10 16:31:16,209 - mmaction - INFO - Epoch [137][1300/1879] lr: 4.510e-02, eta: 2 days, 7:31:13, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7113, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.7980 2021-07-10 16:31:33,230 - mmaction - INFO - Epoch [137][1320/1879] lr: 4.510e-02, eta: 2 days, 7:30:55, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7098, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.8129 2021-07-10 16:31:50,328 - mmaction - INFO - Epoch [137][1340/1879] lr: 4.510e-02, eta: 2 days, 7:30:36, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6875, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.8521 2021-07-10 16:32:07,448 - mmaction - INFO - Epoch [137][1360/1879] lr: 4.510e-02, eta: 2 days, 7:30:18, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4160, loss: 2.4160, grad_norm: 2.7613 2021-07-10 16:32:24,571 - mmaction - INFO - Epoch [137][1380/1879] lr: 4.510e-02, eta: 2 days, 7:29:59, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.7482 2021-07-10 16:32:41,630 - mmaction - INFO - Epoch [137][1400/1879] lr: 4.510e-02, eta: 2 days, 7:29:41, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6965, loss_cls: 2.4050, loss: 2.4050, grad_norm: 2.8164 2021-07-10 16:32:58,738 - mmaction - INFO - Epoch [137][1420/1879] lr: 4.510e-02, eta: 2 days, 7:29:22, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6973, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.8538 2021-07-10 16:33:15,871 - mmaction - INFO - Epoch [137][1440/1879] lr: 4.510e-02, eta: 2 days, 7:29:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7066, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.8187 2021-07-10 16:33:32,841 - mmaction - INFO - Epoch [137][1460/1879] lr: 4.510e-02, eta: 2 days, 7:28:45, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7004, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.7867 2021-07-10 16:33:49,988 - mmaction - INFO - Epoch [137][1480/1879] lr: 4.510e-02, eta: 2 days, 7:28:27, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7012, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.7588 2021-07-10 16:34:06,949 - mmaction - INFO - Epoch [137][1500/1879] lr: 4.510e-02, eta: 2 days, 7:28:08, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6988, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.8264 2021-07-10 16:34:23,961 - mmaction - INFO - Epoch [137][1520/1879] lr: 4.510e-02, eta: 2 days, 7:27:50, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.8590 2021-07-10 16:34:40,866 - mmaction - INFO - Epoch [137][1540/1879] lr: 4.510e-02, eta: 2 days, 7:27:31, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6977, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.7928 2021-07-10 16:34:58,139 - mmaction - INFO - Epoch [137][1560/1879] lr: 4.510e-02, eta: 2 days, 7:27:13, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6898, loss_cls: 2.4500, loss: 2.4500, grad_norm: 2.7851 2021-07-10 16:35:15,089 - mmaction - INFO - Epoch [137][1580/1879] lr: 4.510e-02, eta: 2 days, 7:26:54, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7137, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.6800 2021-07-10 16:35:32,268 - mmaction - INFO - Epoch [137][1600/1879] lr: 4.510e-02, eta: 2 days, 7:26:36, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7070, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.7433 2021-07-10 16:35:49,432 - mmaction - INFO - Epoch [137][1620/1879] lr: 4.510e-02, eta: 2 days, 7:26:18, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7055, loss_cls: 2.3718, loss: 2.3718, grad_norm: 2.8235 2021-07-10 16:36:06,688 - mmaction - INFO - Epoch [137][1640/1879] lr: 4.510e-02, eta: 2 days, 7:25:59, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4249, loss: 2.4249, grad_norm: 2.8446 2021-07-10 16:36:23,761 - mmaction - INFO - Epoch [137][1660/1879] lr: 4.510e-02, eta: 2 days, 7:25:41, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6949, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.7843 2021-07-10 16:36:40,887 - mmaction - INFO - Epoch [137][1680/1879] lr: 4.510e-02, eta: 2 days, 7:25:22, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4414, top5_acc: 0.7043, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.8171 2021-07-10 16:36:58,003 - mmaction - INFO - Epoch [137][1700/1879] lr: 4.510e-02, eta: 2 days, 7:25:04, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7012, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.8299 2021-07-10 16:37:15,134 - mmaction - INFO - Epoch [137][1720/1879] lr: 4.510e-02, eta: 2 days, 7:24:45, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6910, loss_cls: 2.4520, loss: 2.4520, grad_norm: 2.8135 2021-07-10 16:37:32,206 - mmaction - INFO - Epoch [137][1740/1879] lr: 4.510e-02, eta: 2 days, 7:24:27, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.4242, loss: 2.4242, grad_norm: 2.8055 2021-07-10 16:37:49,137 - mmaction - INFO - Epoch [137][1760/1879] lr: 4.510e-02, eta: 2 days, 7:24:08, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6957, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.7647 2021-07-10 16:38:06,111 - mmaction - INFO - Epoch [137][1780/1879] lr: 4.510e-02, eta: 2 days, 7:23:50, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3027, loss: 2.3027, grad_norm: 2.7164 2021-07-10 16:38:23,286 - mmaction - INFO - Epoch [137][1800/1879] lr: 4.510e-02, eta: 2 days, 7:23:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.6988, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.8277 2021-07-10 16:38:40,310 - mmaction - INFO - Epoch [137][1820/1879] lr: 4.510e-02, eta: 2 days, 7:23:13, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7008, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.8260 2021-07-10 16:38:57,322 - mmaction - INFO - Epoch [137][1840/1879] lr: 4.510e-02, eta: 2 days, 7:22:54, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6918, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.8783 2021-07-10 16:39:14,455 - mmaction - INFO - Epoch [137][1860/1879] lr: 4.510e-02, eta: 2 days, 7:22:36, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.8576 2021-07-10 16:39:33,381 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 16:39:33,385 - mmaction - INFO - 106 BN found 2021-07-10 16:44:05,019 - mmaction - INFO - BN stats updated 2021-07-10 16:45:47,112 - mmaction - INFO - Epoch [138][20/1879] lr: 4.449e-02, eta: 2 days, 7:22:58, time: 5.002, data_time: 2.678, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7082, loss_cls: 2.3408, loss: 2.3408, grad_norm: 2.7593 2021-07-10 16:46:03,659 - mmaction - INFO - Epoch [138][40/1879] lr: 4.449e-02, eta: 2 days, 7:22:39, time: 0.827, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6773, loss_cls: 2.4625, loss: 2.4625, grad_norm: 2.7967 2021-07-10 16:46:20,196 - mmaction - INFO - Epoch [138][60/1879] lr: 4.449e-02, eta: 2 days, 7:22:20, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2707, loss: 2.2707, grad_norm: 2.7642 2021-07-10 16:46:36,939 - mmaction - INFO - Epoch [138][80/1879] lr: 4.449e-02, eta: 2 days, 7:22:01, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7066, loss_cls: 2.3424, loss: 2.3424, grad_norm: 2.7934 2021-07-10 16:46:53,593 - mmaction - INFO - Epoch [138][100/1879] lr: 4.449e-02, eta: 2 days, 7:21:42, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7051, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.8366 2021-07-10 16:47:10,280 - mmaction - INFO - Epoch [138][120/1879] lr: 4.449e-02, eta: 2 days, 7:21:23, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6781, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.7602 2021-07-10 16:47:26,840 - mmaction - INFO - Epoch [138][140/1879] lr: 4.449e-02, eta: 2 days, 7:21:04, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7137, loss_cls: 2.3514, loss: 2.3514, grad_norm: 2.7105 2021-07-10 16:47:43,716 - mmaction - INFO - Epoch [138][160/1879] lr: 4.449e-02, eta: 2 days, 7:20:46, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.8497 2021-07-10 16:48:00,434 - mmaction - INFO - Epoch [138][180/1879] lr: 4.449e-02, eta: 2 days, 7:20:27, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7059, loss_cls: 2.2973, loss: 2.2973, grad_norm: 2.7616 2021-07-10 16:48:17,409 - mmaction - INFO - Epoch [138][200/1879] lr: 4.449e-02, eta: 2 days, 7:20:08, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6957, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.7582 2021-07-10 16:48:34,294 - mmaction - INFO - Epoch [138][220/1879] lr: 4.449e-02, eta: 2 days, 7:19:50, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7078, loss_cls: 2.3256, loss: 2.3256, grad_norm: 2.7208 2021-07-10 16:48:51,417 - mmaction - INFO - Epoch [138][240/1879] lr: 4.449e-02, eta: 2 days, 7:19:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7000, loss_cls: 2.3771, loss: 2.3771, grad_norm: 2.8033 2021-07-10 16:49:08,299 - mmaction - INFO - Epoch [138][260/1879] lr: 4.449e-02, eta: 2 days, 7:19:13, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.8265 2021-07-10 16:49:25,400 - mmaction - INFO - Epoch [138][280/1879] lr: 4.449e-02, eta: 2 days, 7:18:54, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6871, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.7847 2021-07-10 16:49:42,343 - mmaction - INFO - Epoch [138][300/1879] lr: 4.449e-02, eta: 2 days, 7:18:36, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7137, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.8314 2021-07-10 16:49:59,416 - mmaction - INFO - Epoch [138][320/1879] lr: 4.449e-02, eta: 2 days, 7:18:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7113, loss_cls: 2.3467, loss: 2.3467, grad_norm: 2.7450 2021-07-10 16:50:16,351 - mmaction - INFO - Epoch [138][340/1879] lr: 4.449e-02, eta: 2 days, 7:17:58, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7102, loss_cls: 2.3713, loss: 2.3713, grad_norm: 2.8636 2021-07-10 16:50:33,282 - mmaction - INFO - Epoch [138][360/1879] lr: 4.449e-02, eta: 2 days, 7:17:40, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6973, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.8294 2021-07-10 16:50:50,166 - mmaction - INFO - Epoch [138][380/1879] lr: 4.449e-02, eta: 2 days, 7:17:21, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4150, loss: 2.4150, grad_norm: 2.8083 2021-07-10 16:51:07,124 - mmaction - INFO - Epoch [138][400/1879] lr: 4.449e-02, eta: 2 days, 7:17:03, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6871, loss_cls: 2.4556, loss: 2.4556, grad_norm: 2.7991 2021-07-10 16:51:24,235 - mmaction - INFO - Epoch [138][420/1879] lr: 4.449e-02, eta: 2 days, 7:16:44, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.6977, loss_cls: 2.3679, loss: 2.3679, grad_norm: 2.7996 2021-07-10 16:51:41,374 - mmaction - INFO - Epoch [138][440/1879] lr: 4.449e-02, eta: 2 days, 7:16:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6949, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.8508 2021-07-10 16:51:58,497 - mmaction - INFO - Epoch [138][460/1879] lr: 4.449e-02, eta: 2 days, 7:16:07, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3376, loss: 2.3376, grad_norm: 2.7840 2021-07-10 16:52:15,506 - mmaction - INFO - Epoch [138][480/1879] lr: 4.449e-02, eta: 2 days, 7:15:49, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6937, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.7582 2021-07-10 16:52:32,546 - mmaction - INFO - Epoch [138][500/1879] lr: 4.449e-02, eta: 2 days, 7:15:30, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7055, loss_cls: 2.3668, loss: 2.3668, grad_norm: 2.6989 2021-07-10 16:52:49,633 - mmaction - INFO - Epoch [138][520/1879] lr: 4.449e-02, eta: 2 days, 7:15:12, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6957, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.8342 2021-07-10 16:53:06,783 - mmaction - INFO - Epoch [138][540/1879] lr: 4.449e-02, eta: 2 days, 7:14:53, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7074, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.8064 2021-07-10 16:53:23,921 - mmaction - INFO - Epoch [138][560/1879] lr: 4.449e-02, eta: 2 days, 7:14:35, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6953, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.7974 2021-07-10 16:53:40,985 - mmaction - INFO - Epoch [138][580/1879] lr: 4.449e-02, eta: 2 days, 7:14:16, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7043, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.7826 2021-07-10 16:53:58,085 - mmaction - INFO - Epoch [138][600/1879] lr: 4.449e-02, eta: 2 days, 7:13:58, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7238, loss_cls: 2.3094, loss: 2.3094, grad_norm: 2.8475 2021-07-10 16:54:15,171 - mmaction - INFO - Epoch [138][620/1879] lr: 4.449e-02, eta: 2 days, 7:13:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6957, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.8074 2021-07-10 16:54:32,161 - mmaction - INFO - Epoch [138][640/1879] lr: 4.449e-02, eta: 2 days, 7:13:21, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6836, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.8800 2021-07-10 16:54:49,240 - mmaction - INFO - Epoch [138][660/1879] lr: 4.449e-02, eta: 2 days, 7:13:02, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4457, top5_acc: 0.7027, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.8934 2021-07-10 16:55:06,391 - mmaction - INFO - Epoch [138][680/1879] lr: 4.449e-02, eta: 2 days, 7:12:44, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6918, loss_cls: 2.4287, loss: 2.4287, grad_norm: 2.7730 2021-07-10 16:55:23,587 - mmaction - INFO - Epoch [138][700/1879] lr: 4.449e-02, eta: 2 days, 7:12:25, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7152, loss_cls: 2.3499, loss: 2.3499, grad_norm: 2.7636 2021-07-10 16:55:40,646 - mmaction - INFO - Epoch [138][720/1879] lr: 4.449e-02, eta: 2 days, 7:12:07, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6941, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.8009 2021-07-10 16:55:57,659 - mmaction - INFO - Epoch [138][740/1879] lr: 4.449e-02, eta: 2 days, 7:11:48, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7059, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.7982 2021-07-10 16:56:14,730 - mmaction - INFO - Epoch [138][760/1879] lr: 4.449e-02, eta: 2 days, 7:11:30, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6949, loss_cls: 2.4147, loss: 2.4147, grad_norm: 2.8002 2021-07-10 16:56:31,700 - mmaction - INFO - Epoch [138][780/1879] lr: 4.449e-02, eta: 2 days, 7:11:11, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3330, loss: 2.3330, grad_norm: 2.7674 2021-07-10 16:56:48,674 - mmaction - INFO - Epoch [138][800/1879] lr: 4.449e-02, eta: 2 days, 7:10:53, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7090, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.7756 2021-07-10 16:57:05,724 - mmaction - INFO - Epoch [138][820/1879] lr: 4.449e-02, eta: 2 days, 7:10:34, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7145, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.7421 2021-07-10 16:57:22,691 - mmaction - INFO - Epoch [138][840/1879] lr: 4.449e-02, eta: 2 days, 7:10:16, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7051, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.8142 2021-07-10 16:57:39,695 - mmaction - INFO - Epoch [138][860/1879] lr: 4.449e-02, eta: 2 days, 7:09:57, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.6930, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.7909 2021-07-10 16:57:56,580 - mmaction - INFO - Epoch [138][880/1879] lr: 4.449e-02, eta: 2 days, 7:09:39, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7008, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.8482 2021-07-10 16:58:13,731 - mmaction - INFO - Epoch [138][900/1879] lr: 4.449e-02, eta: 2 days, 7:09:20, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7105, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.8611 2021-07-10 16:58:30,587 - mmaction - INFO - Epoch [138][920/1879] lr: 4.449e-02, eta: 2 days, 7:09:01, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4139, loss: 2.4139, grad_norm: 2.8452 2021-07-10 16:58:47,461 - mmaction - INFO - Epoch [138][940/1879] lr: 4.449e-02, eta: 2 days, 7:08:43, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6984, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.8701 2021-07-10 16:59:04,690 - mmaction - INFO - Epoch [138][960/1879] lr: 4.449e-02, eta: 2 days, 7:08:24, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6895, loss_cls: 2.4170, loss: 2.4170, grad_norm: 2.7836 2021-07-10 16:59:21,778 - mmaction - INFO - Epoch [138][980/1879] lr: 4.449e-02, eta: 2 days, 7:08:06, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7145, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.8244 2021-07-10 16:59:38,869 - mmaction - INFO - Epoch [138][1000/1879] lr: 4.449e-02, eta: 2 days, 7:07:47, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7023, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.8346 2021-07-10 16:59:55,990 - mmaction - INFO - Epoch [138][1020/1879] lr: 4.449e-02, eta: 2 days, 7:07:29, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6898, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.8081 2021-07-10 17:00:13,156 - mmaction - INFO - Epoch [138][1040/1879] lr: 4.449e-02, eta: 2 days, 7:07:11, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7016, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.8400 2021-07-10 17:00:30,285 - mmaction - INFO - Epoch [138][1060/1879] lr: 4.449e-02, eta: 2 days, 7:06:52, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7121, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.7721 2021-07-10 17:00:47,500 - mmaction - INFO - Epoch [138][1080/1879] lr: 4.449e-02, eta: 2 days, 7:06:34, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6910, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.8421 2021-07-10 17:01:04,661 - mmaction - INFO - Epoch [138][1100/1879] lr: 4.449e-02, eta: 2 days, 7:06:15, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7059, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.8045 2021-07-10 17:01:21,694 - mmaction - INFO - Epoch [138][1120/1879] lr: 4.449e-02, eta: 2 days, 7:05:57, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6973, loss_cls: 2.3886, loss: 2.3886, grad_norm: 2.7789 2021-07-10 17:01:38,739 - mmaction - INFO - Epoch [138][1140/1879] lr: 4.449e-02, eta: 2 days, 7:05:38, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6879, loss_cls: 2.4793, loss: 2.4793, grad_norm: 2.8365 2021-07-10 17:01:55,926 - mmaction - INFO - Epoch [138][1160/1879] lr: 4.449e-02, eta: 2 days, 7:05:20, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6965, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.7535 2021-07-10 17:02:13,096 - mmaction - INFO - Epoch [138][1180/1879] lr: 4.449e-02, eta: 2 days, 7:05:02, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6922, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.7880 2021-07-10 17:02:30,253 - mmaction - INFO - Epoch [138][1200/1879] lr: 4.449e-02, eta: 2 days, 7:04:43, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7012, loss_cls: 2.3736, loss: 2.3736, grad_norm: 2.7970 2021-07-10 17:02:47,557 - mmaction - INFO - Epoch [138][1220/1879] lr: 4.449e-02, eta: 2 days, 7:04:25, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6848, loss_cls: 2.4498, loss: 2.4498, grad_norm: 2.8287 2021-07-10 17:03:04,903 - mmaction - INFO - Epoch [138][1240/1879] lr: 4.449e-02, eta: 2 days, 7:04:07, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4271, loss: 2.4271, grad_norm: 2.8096 2021-07-10 17:03:21,687 - mmaction - INFO - Epoch [138][1260/1879] lr: 4.449e-02, eta: 2 days, 7:03:48, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7109, loss_cls: 2.3323, loss: 2.3323, grad_norm: 2.7439 2021-07-10 17:03:39,052 - mmaction - INFO - Epoch [138][1280/1879] lr: 4.449e-02, eta: 2 days, 7:03:30, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.8195 2021-07-10 17:03:56,195 - mmaction - INFO - Epoch [138][1300/1879] lr: 4.449e-02, eta: 2 days, 7:03:11, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4039, loss: 2.4039, grad_norm: 2.7887 2021-07-10 17:04:13,474 - mmaction - INFO - Epoch [138][1320/1879] lr: 4.449e-02, eta: 2 days, 7:02:53, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6895, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.8066 2021-07-10 17:04:30,492 - mmaction - INFO - Epoch [138][1340/1879] lr: 4.449e-02, eta: 2 days, 7:02:34, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7059, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.7557 2021-07-10 17:04:47,646 - mmaction - INFO - Epoch [138][1360/1879] lr: 4.449e-02, eta: 2 days, 7:02:16, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.7643 2021-07-10 17:05:04,752 - mmaction - INFO - Epoch [138][1380/1879] lr: 4.449e-02, eta: 2 days, 7:01:58, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6793, loss_cls: 2.4710, loss: 2.4710, grad_norm: 2.8055 2021-07-10 17:05:21,791 - mmaction - INFO - Epoch [138][1400/1879] lr: 4.449e-02, eta: 2 days, 7:01:39, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.3727, loss: 2.3727, grad_norm: 2.8495 2021-07-10 17:05:38,928 - mmaction - INFO - Epoch [138][1420/1879] lr: 4.449e-02, eta: 2 days, 7:01:21, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.7063, loss_cls: 2.4414, loss: 2.4414, grad_norm: 2.8762 2021-07-10 17:05:55,881 - mmaction - INFO - Epoch [138][1440/1879] lr: 4.449e-02, eta: 2 days, 7:01:02, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6992, loss_cls: 2.3884, loss: 2.3884, grad_norm: 2.7829 2021-07-10 17:06:13,017 - mmaction - INFO - Epoch [138][1460/1879] lr: 4.449e-02, eta: 2 days, 7:00:44, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6945, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.8289 2021-07-10 17:06:30,205 - mmaction - INFO - Epoch [138][1480/1879] lr: 4.449e-02, eta: 2 days, 7:00:25, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6918, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.8036 2021-07-10 17:06:47,307 - mmaction - INFO - Epoch [138][1500/1879] lr: 4.449e-02, eta: 2 days, 7:00:07, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.7687 2021-07-10 17:07:04,297 - mmaction - INFO - Epoch [138][1520/1879] lr: 4.449e-02, eta: 2 days, 6:59:48, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6879, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.7939 2021-07-10 17:07:21,422 - mmaction - INFO - Epoch [138][1540/1879] lr: 4.449e-02, eta: 2 days, 6:59:30, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7043, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.7967 2021-07-10 17:07:38,674 - mmaction - INFO - Epoch [138][1560/1879] lr: 4.449e-02, eta: 2 days, 6:59:11, time: 0.864, data_time: 0.007, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6813, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.8509 2021-07-10 17:07:55,735 - mmaction - INFO - Epoch [138][1580/1879] lr: 4.449e-02, eta: 2 days, 6:58:53, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6867, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.7822 2021-07-10 17:08:12,696 - mmaction - INFO - Epoch [138][1600/1879] lr: 4.449e-02, eta: 2 days, 6:58:34, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6898, loss_cls: 2.4388, loss: 2.4388, grad_norm: 2.8222 2021-07-10 17:08:29,897 - mmaction - INFO - Epoch [138][1620/1879] lr: 4.449e-02, eta: 2 days, 6:58:16, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4699, top5_acc: 0.6988, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.8094 2021-07-10 17:08:46,861 - mmaction - INFO - Epoch [138][1640/1879] lr: 4.449e-02, eta: 2 days, 6:57:57, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6945, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.7426 2021-07-10 17:09:04,031 - mmaction - INFO - Epoch [138][1660/1879] lr: 4.449e-02, eta: 2 days, 6:57:39, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6930, loss_cls: 2.4141, loss: 2.4141, grad_norm: 2.8313 2021-07-10 17:09:21,278 - mmaction - INFO - Epoch [138][1680/1879] lr: 4.449e-02, eta: 2 days, 6:57:21, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6855, loss_cls: 2.4263, loss: 2.4263, grad_norm: 2.7930 2021-07-10 17:09:38,253 - mmaction - INFO - Epoch [138][1700/1879] lr: 4.449e-02, eta: 2 days, 6:57:02, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6957, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.7682 2021-07-10 17:09:55,422 - mmaction - INFO - Epoch [138][1720/1879] lr: 4.449e-02, eta: 2 days, 6:56:44, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6746, loss_cls: 2.4987, loss: 2.4987, grad_norm: 2.8843 2021-07-10 17:10:12,543 - mmaction - INFO - Epoch [138][1740/1879] lr: 4.449e-02, eta: 2 days, 6:56:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7000, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.7973 2021-07-10 17:10:29,727 - mmaction - INFO - Epoch [138][1760/1879] lr: 4.449e-02, eta: 2 days, 6:56:07, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4895, loss: 2.4895, grad_norm: 2.8227 2021-07-10 17:10:46,876 - mmaction - INFO - Epoch [138][1780/1879] lr: 4.449e-02, eta: 2 days, 6:55:49, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6977, loss_cls: 2.4139, loss: 2.4139, grad_norm: 2.7510 2021-07-10 17:11:04,138 - mmaction - INFO - Epoch [138][1800/1879] lr: 4.449e-02, eta: 2 days, 6:55:30, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6941, loss_cls: 2.4354, loss: 2.4354, grad_norm: 2.7512 2021-07-10 17:11:21,372 - mmaction - INFO - Epoch [138][1820/1879] lr: 4.449e-02, eta: 2 days, 6:55:12, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6891, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.7622 2021-07-10 17:11:38,328 - mmaction - INFO - Epoch [138][1840/1879] lr: 4.449e-02, eta: 2 days, 6:54:53, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7008, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.7671 2021-07-10 17:11:55,597 - mmaction - INFO - Epoch [138][1860/1879] lr: 4.449e-02, eta: 2 days, 6:54:35, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7020, loss_cls: 2.3814, loss: 2.3814, grad_norm: 2.8272 2021-07-10 17:12:14,424 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 17:12:14,428 - mmaction - INFO - 106 BN found 2021-07-10 17:16:46,511 - mmaction - INFO - BN stats updated 2021-07-10 17:18:38,677 - mmaction - INFO - Epoch [139][20/1879] lr: 4.388e-02, eta: 2 days, 6:55:05, time: 5.506, data_time: 2.682, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6895, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.8503 2021-07-10 17:18:55,253 - mmaction - INFO - Epoch [139][40/1879] lr: 4.388e-02, eta: 2 days, 6:54:46, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.8538 2021-07-10 17:19:11,799 - mmaction - INFO - Epoch [139][60/1879] lr: 4.388e-02, eta: 2 days, 6:54:27, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7031, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.8694 2021-07-10 17:19:28,651 - mmaction - INFO - Epoch [139][80/1879] lr: 4.388e-02, eta: 2 days, 6:54:08, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.8574 2021-07-10 17:19:45,406 - mmaction - INFO - Epoch [139][100/1879] lr: 4.388e-02, eta: 2 days, 6:53:49, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4711, top5_acc: 0.6988, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.8093 2021-07-10 17:20:02,123 - mmaction - INFO - Epoch [139][120/1879] lr: 4.388e-02, eta: 2 days, 6:53:31, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7180, loss_cls: 2.2557, loss: 2.2557, grad_norm: 2.7314 2021-07-10 17:20:18,821 - mmaction - INFO - Epoch [139][140/1879] lr: 4.388e-02, eta: 2 days, 6:53:12, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7023, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.8431 2021-07-10 17:20:35,593 - mmaction - INFO - Epoch [139][160/1879] lr: 4.388e-02, eta: 2 days, 6:52:53, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6945, loss_cls: 2.4063, loss: 2.4063, grad_norm: 2.8869 2021-07-10 17:20:52,567 - mmaction - INFO - Epoch [139][180/1879] lr: 4.388e-02, eta: 2 days, 6:52:34, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4715, top5_acc: 0.6984, loss_cls: 2.3678, loss: 2.3678, grad_norm: 2.7406 2021-07-10 17:21:09,680 - mmaction - INFO - Epoch [139][200/1879] lr: 4.388e-02, eta: 2 days, 6:52:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.6910, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.7879 2021-07-10 17:21:26,695 - mmaction - INFO - Epoch [139][220/1879] lr: 4.388e-02, eta: 2 days, 6:51:58, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6957, loss_cls: 2.3952, loss: 2.3952, grad_norm: 2.8810 2021-07-10 17:21:43,918 - mmaction - INFO - Epoch [139][240/1879] lr: 4.388e-02, eta: 2 days, 6:51:39, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6973, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.8453 2021-07-10 17:22:01,007 - mmaction - INFO - Epoch [139][260/1879] lr: 4.388e-02, eta: 2 days, 6:51:21, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6988, loss_cls: 2.4127, loss: 2.4127, grad_norm: 2.7696 2021-07-10 17:22:18,251 - mmaction - INFO - Epoch [139][280/1879] lr: 4.388e-02, eta: 2 days, 6:51:02, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6941, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.8349 2021-07-10 17:22:35,340 - mmaction - INFO - Epoch [139][300/1879] lr: 4.388e-02, eta: 2 days, 6:50:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7016, loss_cls: 2.3333, loss: 2.3333, grad_norm: 2.7179 2021-07-10 17:22:52,496 - mmaction - INFO - Epoch [139][320/1879] lr: 4.388e-02, eta: 2 days, 6:50:25, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7094, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.8235 2021-07-10 17:23:09,457 - mmaction - INFO - Epoch [139][340/1879] lr: 4.388e-02, eta: 2 days, 6:50:07, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7012, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.8105 2021-07-10 17:23:26,553 - mmaction - INFO - Epoch [139][360/1879] lr: 4.388e-02, eta: 2 days, 6:49:48, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7055, loss_cls: 2.3911, loss: 2.3911, grad_norm: 2.7948 2021-07-10 17:23:43,652 - mmaction - INFO - Epoch [139][380/1879] lr: 4.388e-02, eta: 2 days, 6:49:30, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6945, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.8509 2021-07-10 17:24:00,751 - mmaction - INFO - Epoch [139][400/1879] lr: 4.388e-02, eta: 2 days, 6:49:11, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7008, loss_cls: 2.3879, loss: 2.3879, grad_norm: 2.8281 2021-07-10 17:24:17,874 - mmaction - INFO - Epoch [139][420/1879] lr: 4.388e-02, eta: 2 days, 6:48:53, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7090, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.7645 2021-07-10 17:24:34,701 - mmaction - INFO - Epoch [139][440/1879] lr: 4.388e-02, eta: 2 days, 6:48:34, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.4347, loss: 2.4347, grad_norm: 2.9054 2021-07-10 17:24:51,930 - mmaction - INFO - Epoch [139][460/1879] lr: 4.388e-02, eta: 2 days, 6:48:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7008, loss_cls: 2.3827, loss: 2.3827, grad_norm: 2.8165 2021-07-10 17:25:08,995 - mmaction - INFO - Epoch [139][480/1879] lr: 4.388e-02, eta: 2 days, 6:47:58, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7094, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.7917 2021-07-10 17:25:26,138 - mmaction - INFO - Epoch [139][500/1879] lr: 4.388e-02, eta: 2 days, 6:47:39, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7055, loss_cls: 2.3544, loss: 2.3544, grad_norm: 2.8044 2021-07-10 17:25:43,188 - mmaction - INFO - Epoch [139][520/1879] lr: 4.388e-02, eta: 2 days, 6:47:21, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7102, loss_cls: 2.3239, loss: 2.3239, grad_norm: 2.8714 2021-07-10 17:26:00,632 - mmaction - INFO - Epoch [139][540/1879] lr: 4.388e-02, eta: 2 days, 6:47:02, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7043, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.9060 2021-07-10 17:26:17,784 - mmaction - INFO - Epoch [139][560/1879] lr: 4.388e-02, eta: 2 days, 6:46:44, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6926, loss_cls: 2.4320, loss: 2.4320, grad_norm: 2.8268 2021-07-10 17:26:35,027 - mmaction - INFO - Epoch [139][580/1879] lr: 4.388e-02, eta: 2 days, 6:46:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7121, loss_cls: 2.3679, loss: 2.3679, grad_norm: 2.8108 2021-07-10 17:26:52,102 - mmaction - INFO - Epoch [139][600/1879] lr: 4.388e-02, eta: 2 days, 6:46:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7016, loss_cls: 2.3626, loss: 2.3626, grad_norm: 2.7947 2021-07-10 17:27:09,268 - mmaction - INFO - Epoch [139][620/1879] lr: 4.388e-02, eta: 2 days, 6:45:49, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6867, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.7651 2021-07-10 17:27:26,376 - mmaction - INFO - Epoch [139][640/1879] lr: 4.388e-02, eta: 2 days, 6:45:30, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6965, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.7567 2021-07-10 17:27:43,659 - mmaction - INFO - Epoch [139][660/1879] lr: 4.388e-02, eta: 2 days, 6:45:12, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6848, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.8838 2021-07-10 17:28:00,863 - mmaction - INFO - Epoch [139][680/1879] lr: 4.388e-02, eta: 2 days, 6:44:54, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6875, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.8648 2021-07-10 17:28:17,972 - mmaction - INFO - Epoch [139][700/1879] lr: 4.388e-02, eta: 2 days, 6:44:35, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7102, loss_cls: 2.3353, loss: 2.3353, grad_norm: 2.8172 2021-07-10 17:28:35,189 - mmaction - INFO - Epoch [139][720/1879] lr: 4.388e-02, eta: 2 days, 6:44:17, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7023, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.8516 2021-07-10 17:28:52,330 - mmaction - INFO - Epoch [139][740/1879] lr: 4.388e-02, eta: 2 days, 6:43:58, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6918, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.8798 2021-07-10 17:29:09,451 - mmaction - INFO - Epoch [139][760/1879] lr: 4.388e-02, eta: 2 days, 6:43:40, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6883, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.9357 2021-07-10 17:29:26,670 - mmaction - INFO - Epoch [139][780/1879] lr: 4.388e-02, eta: 2 days, 6:43:22, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7031, loss_cls: 2.3792, loss: 2.3792, grad_norm: 2.7877 2021-07-10 17:29:43,596 - mmaction - INFO - Epoch [139][800/1879] lr: 4.388e-02, eta: 2 days, 6:43:03, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6879, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.8193 2021-07-10 17:30:00,673 - mmaction - INFO - Epoch [139][820/1879] lr: 4.388e-02, eta: 2 days, 6:42:45, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7168, loss_cls: 2.3194, loss: 2.3194, grad_norm: 2.7538 2021-07-10 17:30:17,765 - mmaction - INFO - Epoch [139][840/1879] lr: 4.388e-02, eta: 2 days, 6:42:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6937, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.8848 2021-07-10 17:30:34,815 - mmaction - INFO - Epoch [139][860/1879] lr: 4.388e-02, eta: 2 days, 6:42:08, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6855, loss_cls: 2.4432, loss: 2.4432, grad_norm: 2.8795 2021-07-10 17:30:52,003 - mmaction - INFO - Epoch [139][880/1879] lr: 4.388e-02, eta: 2 days, 6:41:49, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7051, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.8800 2021-07-10 17:31:09,141 - mmaction - INFO - Epoch [139][900/1879] lr: 4.388e-02, eta: 2 days, 6:41:31, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7129, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.8348 2021-07-10 17:31:26,191 - mmaction - INFO - Epoch [139][920/1879] lr: 4.388e-02, eta: 2 days, 6:41:12, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7004, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.7725 2021-07-10 17:31:43,448 - mmaction - INFO - Epoch [139][940/1879] lr: 4.388e-02, eta: 2 days, 6:40:54, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6922, loss_cls: 2.4515, loss: 2.4515, grad_norm: 2.8315 2021-07-10 17:32:00,461 - mmaction - INFO - Epoch [139][960/1879] lr: 4.388e-02, eta: 2 days, 6:40:35, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7027, loss_cls: 2.3536, loss: 2.3536, grad_norm: 2.7849 2021-07-10 17:32:17,554 - mmaction - INFO - Epoch [139][980/1879] lr: 4.388e-02, eta: 2 days, 6:40:17, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6922, loss_cls: 2.4043, loss: 2.4043, grad_norm: 2.8165 2021-07-10 17:32:34,607 - mmaction - INFO - Epoch [139][1000/1879] lr: 4.388e-02, eta: 2 days, 6:39:59, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6863, loss_cls: 2.4520, loss: 2.4520, grad_norm: 2.8095 2021-07-10 17:32:51,674 - mmaction - INFO - Epoch [139][1020/1879] lr: 4.388e-02, eta: 2 days, 6:39:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7000, loss_cls: 2.4144, loss: 2.4144, grad_norm: 2.8503 2021-07-10 17:33:08,744 - mmaction - INFO - Epoch [139][1040/1879] lr: 4.388e-02, eta: 2 days, 6:39:22, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.3351, loss: 2.3351, grad_norm: 2.7370 2021-07-10 17:33:25,945 - mmaction - INFO - Epoch [139][1060/1879] lr: 4.388e-02, eta: 2 days, 6:39:03, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6926, loss_cls: 2.4248, loss: 2.4248, grad_norm: 2.7998 2021-07-10 17:33:43,022 - mmaction - INFO - Epoch [139][1080/1879] lr: 4.388e-02, eta: 2 days, 6:38:45, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7129, loss_cls: 2.3748, loss: 2.3748, grad_norm: 2.8267 2021-07-10 17:34:00,241 - mmaction - INFO - Epoch [139][1100/1879] lr: 4.388e-02, eta: 2 days, 6:38:26, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.6984, loss_cls: 2.3787, loss: 2.3787, grad_norm: 2.8114 2021-07-10 17:34:17,279 - mmaction - INFO - Epoch [139][1120/1879] lr: 4.388e-02, eta: 2 days, 6:38:08, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6887, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.8252 2021-07-10 17:34:34,389 - mmaction - INFO - Epoch [139][1140/1879] lr: 4.388e-02, eta: 2 days, 6:37:49, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7137, loss_cls: 2.2897, loss: 2.2897, grad_norm: 2.7364 2021-07-10 17:34:51,535 - mmaction - INFO - Epoch [139][1160/1879] lr: 4.388e-02, eta: 2 days, 6:37:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6973, loss_cls: 2.4290, loss: 2.4290, grad_norm: 2.8846 2021-07-10 17:35:08,461 - mmaction - INFO - Epoch [139][1180/1879] lr: 4.388e-02, eta: 2 days, 6:37:12, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6887, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.8122 2021-07-10 17:35:25,538 - mmaction - INFO - Epoch [139][1200/1879] lr: 4.388e-02, eta: 2 days, 6:36:54, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6969, loss_cls: 2.4081, loss: 2.4081, grad_norm: 2.7870 2021-07-10 17:35:42,724 - mmaction - INFO - Epoch [139][1220/1879] lr: 4.388e-02, eta: 2 days, 6:36:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7160, loss_cls: 2.3081, loss: 2.3081, grad_norm: 2.7999 2021-07-10 17:35:59,665 - mmaction - INFO - Epoch [139][1240/1879] lr: 4.388e-02, eta: 2 days, 6:36:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.8273 2021-07-10 17:36:16,908 - mmaction - INFO - Epoch [139][1260/1879] lr: 4.388e-02, eta: 2 days, 6:35:59, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6973, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.8128 2021-07-10 17:36:33,914 - mmaction - INFO - Epoch [139][1280/1879] lr: 4.388e-02, eta: 2 days, 6:35:40, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6992, loss_cls: 2.3803, loss: 2.3803, grad_norm: 2.9065 2021-07-10 17:36:51,153 - mmaction - INFO - Epoch [139][1300/1879] lr: 4.388e-02, eta: 2 days, 6:35:22, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6937, loss_cls: 2.4039, loss: 2.4039, grad_norm: 2.8419 2021-07-10 17:37:08,177 - mmaction - INFO - Epoch [139][1320/1879] lr: 4.388e-02, eta: 2 days, 6:35:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.7772 2021-07-10 17:37:25,353 - mmaction - INFO - Epoch [139][1340/1879] lr: 4.388e-02, eta: 2 days, 6:34:45, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.7870 2021-07-10 17:37:42,357 - mmaction - INFO - Epoch [139][1360/1879] lr: 4.388e-02, eta: 2 days, 6:34:26, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6922, loss_cls: 2.3893, loss: 2.3893, grad_norm: 2.7410 2021-07-10 17:37:59,584 - mmaction - INFO - Epoch [139][1380/1879] lr: 4.388e-02, eta: 2 days, 6:34:08, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6895, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.7970 2021-07-10 17:38:16,743 - mmaction - INFO - Epoch [139][1400/1879] lr: 4.388e-02, eta: 2 days, 6:33:50, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6914, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.7695 2021-07-10 17:38:33,819 - mmaction - INFO - Epoch [139][1420/1879] lr: 4.388e-02, eta: 2 days, 6:33:31, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6969, loss_cls: 2.4199, loss: 2.4199, grad_norm: 2.8544 2021-07-10 17:38:50,909 - mmaction - INFO - Epoch [139][1440/1879] lr: 4.388e-02, eta: 2 days, 6:33:13, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7008, loss_cls: 2.3903, loss: 2.3903, grad_norm: 2.8230 2021-07-10 17:39:08,000 - mmaction - INFO - Epoch [139][1460/1879] lr: 4.388e-02, eta: 2 days, 6:32:54, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7090, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.8276 2021-07-10 17:39:25,159 - mmaction - INFO - Epoch [139][1480/1879] lr: 4.388e-02, eta: 2 days, 6:32:36, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.7902 2021-07-10 17:39:42,077 - mmaction - INFO - Epoch [139][1500/1879] lr: 4.388e-02, eta: 2 days, 6:32:17, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6918, loss_cls: 2.4393, loss: 2.4393, grad_norm: 2.7667 2021-07-10 17:39:59,190 - mmaction - INFO - Epoch [139][1520/1879] lr: 4.388e-02, eta: 2 days, 6:31:59, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.8048 2021-07-10 17:40:16,234 - mmaction - INFO - Epoch [139][1540/1879] lr: 4.388e-02, eta: 2 days, 6:31:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7012, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.8281 2021-07-10 17:40:33,388 - mmaction - INFO - Epoch [139][1560/1879] lr: 4.388e-02, eta: 2 days, 6:31:22, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6844, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.7590 2021-07-10 17:40:50,364 - mmaction - INFO - Epoch [139][1580/1879] lr: 4.388e-02, eta: 2 days, 6:31:03, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6973, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.8218 2021-07-10 17:41:07,321 - mmaction - INFO - Epoch [139][1600/1879] lr: 4.388e-02, eta: 2 days, 6:30:45, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7160, loss_cls: 2.3746, loss: 2.3746, grad_norm: 2.7979 2021-07-10 17:41:24,544 - mmaction - INFO - Epoch [139][1620/1879] lr: 4.388e-02, eta: 2 days, 6:30:26, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.8251 2021-07-10 17:41:41,630 - mmaction - INFO - Epoch [139][1640/1879] lr: 4.388e-02, eta: 2 days, 6:30:08, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7000, loss_cls: 2.4158, loss: 2.4158, grad_norm: 2.8499 2021-07-10 17:41:58,670 - mmaction - INFO - Epoch [139][1660/1879] lr: 4.388e-02, eta: 2 days, 6:29:49, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6875, loss_cls: 2.4313, loss: 2.4313, grad_norm: 2.7674 2021-07-10 17:42:15,738 - mmaction - INFO - Epoch [139][1680/1879] lr: 4.388e-02, eta: 2 days, 6:29:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7090, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.7510 2021-07-10 17:42:32,920 - mmaction - INFO - Epoch [139][1700/1879] lr: 4.388e-02, eta: 2 days, 6:29:13, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6906, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.8129 2021-07-10 17:42:50,018 - mmaction - INFO - Epoch [139][1720/1879] lr: 4.388e-02, eta: 2 days, 6:28:54, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7059, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.8284 2021-07-10 17:43:07,005 - mmaction - INFO - Epoch [139][1740/1879] lr: 4.388e-02, eta: 2 days, 6:28:36, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7090, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.8659 2021-07-10 17:43:24,095 - mmaction - INFO - Epoch [139][1760/1879] lr: 4.388e-02, eta: 2 days, 6:28:17, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6949, loss_cls: 2.3990, loss: 2.3990, grad_norm: 2.8187 2021-07-10 17:43:41,185 - mmaction - INFO - Epoch [139][1780/1879] lr: 4.388e-02, eta: 2 days, 6:27:59, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6977, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.8329 2021-07-10 17:43:58,285 - mmaction - INFO - Epoch [139][1800/1879] lr: 4.388e-02, eta: 2 days, 6:27:40, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6941, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.7854 2021-07-10 17:44:15,318 - mmaction - INFO - Epoch [139][1820/1879] lr: 4.388e-02, eta: 2 days, 6:27:22, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7160, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.8156 2021-07-10 17:44:32,385 - mmaction - INFO - Epoch [139][1840/1879] lr: 4.388e-02, eta: 2 days, 6:27:03, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6809, loss_cls: 2.5003, loss: 2.5003, grad_norm: 2.8727 2021-07-10 17:44:49,396 - mmaction - INFO - Epoch [139][1860/1879] lr: 4.388e-02, eta: 2 days, 6:26:45, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7098, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.7800 2021-07-10 17:45:13,585 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 17:45:13,597 - mmaction - INFO - 106 BN found 2021-07-10 17:49:48,114 - mmaction - INFO - BN stats updated 2021-07-10 17:51:35,991 - mmaction - INFO - Epoch [140][20/1879] lr: 4.327e-02, eta: 2 days, 6:27:10, time: 5.292, data_time: 4.012, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7141, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.7794 2021-07-10 17:51:52,635 - mmaction - INFO - Epoch [140][40/1879] lr: 4.327e-02, eta: 2 days, 6:26:51, time: 0.830, data_time: 0.008, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7070, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.8359 2021-07-10 17:52:09,089 - mmaction - INFO - Epoch [140][60/1879] lr: 4.327e-02, eta: 2 days, 6:26:32, time: 0.824, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7043, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.8589 2021-07-10 17:52:25,493 - mmaction - INFO - Epoch [140][80/1879] lr: 4.327e-02, eta: 2 days, 6:26:13, time: 0.822, data_time: 0.002, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7199, loss_cls: 2.3441, loss: 2.3441, grad_norm: 2.8444 2021-07-10 17:52:42,211 - mmaction - INFO - Epoch [140][100/1879] lr: 4.327e-02, eta: 2 days, 6:25:54, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7098, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.8416 2021-07-10 17:52:58,886 - mmaction - INFO - Epoch [140][120/1879] lr: 4.327e-02, eta: 2 days, 6:25:35, time: 0.836, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6914, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.8725 2021-07-10 17:53:15,679 - mmaction - INFO - Epoch [140][140/1879] lr: 4.327e-02, eta: 2 days, 6:25:17, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7141, loss_cls: 2.3692, loss: 2.3692, grad_norm: 2.8321 2021-07-10 17:53:32,309 - mmaction - INFO - Epoch [140][160/1879] lr: 4.327e-02, eta: 2 days, 6:24:58, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6980, loss_cls: 2.4152, loss: 2.4152, grad_norm: 2.8000 2021-07-10 17:53:49,227 - mmaction - INFO - Epoch [140][180/1879] lr: 4.327e-02, eta: 2 days, 6:24:39, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7066, loss_cls: 2.3630, loss: 2.3630, grad_norm: 2.8002 2021-07-10 17:54:06,122 - mmaction - INFO - Epoch [140][200/1879] lr: 4.327e-02, eta: 2 days, 6:24:21, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7141, loss_cls: 2.3578, loss: 2.3578, grad_norm: 2.8011 2021-07-10 17:54:23,038 - mmaction - INFO - Epoch [140][220/1879] lr: 4.327e-02, eta: 2 days, 6:24:02, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6965, loss_cls: 2.3671, loss: 2.3671, grad_norm: 2.7957 2021-07-10 17:54:39,967 - mmaction - INFO - Epoch [140][240/1879] lr: 4.327e-02, eta: 2 days, 6:23:43, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6965, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.8361 2021-07-10 17:54:57,079 - mmaction - INFO - Epoch [140][260/1879] lr: 4.327e-02, eta: 2 days, 6:23:25, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7039, loss_cls: 2.3840, loss: 2.3840, grad_norm: 2.8545 2021-07-10 17:55:14,051 - mmaction - INFO - Epoch [140][280/1879] lr: 4.327e-02, eta: 2 days, 6:23:06, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.8423 2021-07-10 17:55:31,244 - mmaction - INFO - Epoch [140][300/1879] lr: 4.327e-02, eta: 2 days, 6:22:48, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7121, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.8219 2021-07-10 17:55:48,178 - mmaction - INFO - Epoch [140][320/1879] lr: 4.327e-02, eta: 2 days, 6:22:29, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6934, loss_cls: 2.4555, loss: 2.4555, grad_norm: 2.8247 2021-07-10 17:56:05,274 - mmaction - INFO - Epoch [140][340/1879] lr: 4.327e-02, eta: 2 days, 6:22:11, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7141, loss_cls: 2.3339, loss: 2.3339, grad_norm: 2.8725 2021-07-10 17:56:22,094 - mmaction - INFO - Epoch [140][360/1879] lr: 4.327e-02, eta: 2 days, 6:21:52, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2807, loss: 2.2807, grad_norm: 2.8039 2021-07-10 17:56:39,121 - mmaction - INFO - Epoch [140][380/1879] lr: 4.327e-02, eta: 2 days, 6:21:34, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7090, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.8487 2021-07-10 17:56:56,232 - mmaction - INFO - Epoch [140][400/1879] lr: 4.327e-02, eta: 2 days, 6:21:15, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7113, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.8503 2021-07-10 17:57:13,237 - mmaction - INFO - Epoch [140][420/1879] lr: 4.327e-02, eta: 2 days, 6:20:57, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7063, loss_cls: 2.3684, loss: 2.3684, grad_norm: 2.8334 2021-07-10 17:57:30,122 - mmaction - INFO - Epoch [140][440/1879] lr: 4.327e-02, eta: 2 days, 6:20:38, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7031, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.8322 2021-07-10 17:57:47,184 - mmaction - INFO - Epoch [140][460/1879] lr: 4.327e-02, eta: 2 days, 6:20:20, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6957, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.8900 2021-07-10 17:58:04,233 - mmaction - INFO - Epoch [140][480/1879] lr: 4.327e-02, eta: 2 days, 6:20:01, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7047, loss_cls: 2.3789, loss: 2.3789, grad_norm: 2.8266 2021-07-10 17:58:21,171 - mmaction - INFO - Epoch [140][500/1879] lr: 4.327e-02, eta: 2 days, 6:19:43, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7051, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.8468 2021-07-10 17:58:38,065 - mmaction - INFO - Epoch [140][520/1879] lr: 4.327e-02, eta: 2 days, 6:19:24, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7090, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.8267 2021-07-10 17:58:55,282 - mmaction - INFO - Epoch [140][540/1879] lr: 4.327e-02, eta: 2 days, 6:19:06, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7035, loss_cls: 2.3532, loss: 2.3532, grad_norm: 2.8245 2021-07-10 17:59:12,186 - mmaction - INFO - Epoch [140][560/1879] lr: 4.327e-02, eta: 2 days, 6:18:47, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7051, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.7961 2021-07-10 17:59:29,156 - mmaction - INFO - Epoch [140][580/1879] lr: 4.327e-02, eta: 2 days, 6:18:28, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7238, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.7836 2021-07-10 17:59:46,083 - mmaction - INFO - Epoch [140][600/1879] lr: 4.327e-02, eta: 2 days, 6:18:10, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.7631 2021-07-10 18:00:03,986 - mmaction - INFO - Epoch [140][620/1879] lr: 4.327e-02, eta: 2 days, 6:17:52, time: 0.892, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6891, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.8683 2021-07-10 18:00:20,909 - mmaction - INFO - Epoch [140][640/1879] lr: 4.327e-02, eta: 2 days, 6:17:34, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3353, loss: 2.3353, grad_norm: 2.8675 2021-07-10 18:00:37,969 - mmaction - INFO - Epoch [140][660/1879] lr: 4.327e-02, eta: 2 days, 6:17:15, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6855, loss_cls: 2.4437, loss: 2.4437, grad_norm: 2.8138 2021-07-10 18:00:55,141 - mmaction - INFO - Epoch [140][680/1879] lr: 4.327e-02, eta: 2 days, 6:16:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7066, loss_cls: 2.3474, loss: 2.3474, grad_norm: 2.8296 2021-07-10 18:01:12,166 - mmaction - INFO - Epoch [140][700/1879] lr: 4.327e-02, eta: 2 days, 6:16:38, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6746, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.9084 2021-07-10 18:01:29,127 - mmaction - INFO - Epoch [140][720/1879] lr: 4.327e-02, eta: 2 days, 6:16:20, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6965, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.8447 2021-07-10 18:01:46,179 - mmaction - INFO - Epoch [140][740/1879] lr: 4.327e-02, eta: 2 days, 6:16:01, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7008, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.8960 2021-07-10 18:02:03,167 - mmaction - INFO - Epoch [140][760/1879] lr: 4.327e-02, eta: 2 days, 6:15:43, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7105, loss_cls: 2.3562, loss: 2.3562, grad_norm: 2.8517 2021-07-10 18:02:20,113 - mmaction - INFO - Epoch [140][780/1879] lr: 4.327e-02, eta: 2 days, 6:15:24, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7000, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.8925 2021-07-10 18:02:37,190 - mmaction - INFO - Epoch [140][800/1879] lr: 4.327e-02, eta: 2 days, 6:15:06, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6965, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.8351 2021-07-10 18:02:54,159 - mmaction - INFO - Epoch [140][820/1879] lr: 4.327e-02, eta: 2 days, 6:14:47, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4394, loss: 2.4394, grad_norm: 2.8603 2021-07-10 18:03:11,181 - mmaction - INFO - Epoch [140][840/1879] lr: 4.327e-02, eta: 2 days, 6:14:28, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7129, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.8386 2021-07-10 18:03:28,225 - mmaction - INFO - Epoch [140][860/1879] lr: 4.327e-02, eta: 2 days, 6:14:10, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6992, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.8381 2021-07-10 18:03:45,115 - mmaction - INFO - Epoch [140][880/1879] lr: 4.327e-02, eta: 2 days, 6:13:51, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7102, loss_cls: 2.3853, loss: 2.3853, grad_norm: 2.8207 2021-07-10 18:04:02,200 - mmaction - INFO - Epoch [140][900/1879] lr: 4.327e-02, eta: 2 days, 6:13:33, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6945, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.8230 2021-07-10 18:04:19,204 - mmaction - INFO - Epoch [140][920/1879] lr: 4.327e-02, eta: 2 days, 6:13:14, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.7711 2021-07-10 18:04:36,313 - mmaction - INFO - Epoch [140][940/1879] lr: 4.327e-02, eta: 2 days, 6:12:56, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7098, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.7394 2021-07-10 18:04:53,302 - mmaction - INFO - Epoch [140][960/1879] lr: 4.327e-02, eta: 2 days, 6:12:37, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.8670 2021-07-10 18:05:10,200 - mmaction - INFO - Epoch [140][980/1879] lr: 4.327e-02, eta: 2 days, 6:12:19, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7098, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.8470 2021-07-10 18:05:27,249 - mmaction - INFO - Epoch [140][1000/1879] lr: 4.327e-02, eta: 2 days, 6:12:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6937, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.9079 2021-07-10 18:05:44,221 - mmaction - INFO - Epoch [140][1020/1879] lr: 4.327e-02, eta: 2 days, 6:11:42, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6957, loss_cls: 2.4617, loss: 2.4617, grad_norm: 2.8519 2021-07-10 18:06:01,342 - mmaction - INFO - Epoch [140][1040/1879] lr: 4.327e-02, eta: 2 days, 6:11:23, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7063, loss_cls: 2.3476, loss: 2.3476, grad_norm: 2.7640 2021-07-10 18:06:18,235 - mmaction - INFO - Epoch [140][1060/1879] lr: 4.327e-02, eta: 2 days, 6:11:05, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6930, loss_cls: 2.4061, loss: 2.4061, grad_norm: 2.8183 2021-07-10 18:06:35,146 - mmaction - INFO - Epoch [140][1080/1879] lr: 4.327e-02, eta: 2 days, 6:10:46, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3733, loss: 2.3733, grad_norm: 2.8374 2021-07-10 18:06:52,089 - mmaction - INFO - Epoch [140][1100/1879] lr: 4.327e-02, eta: 2 days, 6:10:27, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7035, loss_cls: 2.3678, loss: 2.3678, grad_norm: 2.8258 2021-07-10 18:07:09,162 - mmaction - INFO - Epoch [140][1120/1879] lr: 4.327e-02, eta: 2 days, 6:10:09, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6973, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.7746 2021-07-10 18:07:25,900 - mmaction - INFO - Epoch [140][1140/1879] lr: 4.327e-02, eta: 2 days, 6:09:50, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7035, loss_cls: 2.3832, loss: 2.3832, grad_norm: 2.8323 2021-07-10 18:07:42,792 - mmaction - INFO - Epoch [140][1160/1879] lr: 4.327e-02, eta: 2 days, 6:09:32, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6945, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.8490 2021-07-10 18:07:59,470 - mmaction - INFO - Epoch [140][1180/1879] lr: 4.327e-02, eta: 2 days, 6:09:13, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3974, loss: 2.3974, grad_norm: 2.8418 2021-07-10 18:08:16,756 - mmaction - INFO - Epoch [140][1200/1879] lr: 4.327e-02, eta: 2 days, 6:08:55, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7086, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.7426 2021-07-10 18:08:33,786 - mmaction - INFO - Epoch [140][1220/1879] lr: 4.327e-02, eta: 2 days, 6:08:36, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6965, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.8671 2021-07-10 18:08:50,873 - mmaction - INFO - Epoch [140][1240/1879] lr: 4.327e-02, eta: 2 days, 6:08:18, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7121, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.7904 2021-07-10 18:09:07,892 - mmaction - INFO - Epoch [140][1260/1879] lr: 4.327e-02, eta: 2 days, 6:07:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6949, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.7928 2021-07-10 18:09:24,949 - mmaction - INFO - Epoch [140][1280/1879] lr: 4.327e-02, eta: 2 days, 6:07:41, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6840, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.8873 2021-07-10 18:09:42,105 - mmaction - INFO - Epoch [140][1300/1879] lr: 4.327e-02, eta: 2 days, 6:07:22, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6934, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.8988 2021-07-10 18:09:59,058 - mmaction - INFO - Epoch [140][1320/1879] lr: 4.327e-02, eta: 2 days, 6:07:04, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7059, loss_cls: 2.3586, loss: 2.3586, grad_norm: 2.8011 2021-07-10 18:10:16,179 - mmaction - INFO - Epoch [140][1340/1879] lr: 4.327e-02, eta: 2 days, 6:06:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7039, loss_cls: 2.3978, loss: 2.3978, grad_norm: 2.8140 2021-07-10 18:10:33,082 - mmaction - INFO - Epoch [140][1360/1879] lr: 4.327e-02, eta: 2 days, 6:06:27, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6988, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.8389 2021-07-10 18:10:50,163 - mmaction - INFO - Epoch [140][1380/1879] lr: 4.327e-02, eta: 2 days, 6:06:08, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7043, loss_cls: 2.3786, loss: 2.3786, grad_norm: 2.7959 2021-07-10 18:11:07,313 - mmaction - INFO - Epoch [140][1400/1879] lr: 4.327e-02, eta: 2 days, 6:05:50, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6930, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.8226 2021-07-10 18:11:24,245 - mmaction - INFO - Epoch [140][1420/1879] lr: 4.327e-02, eta: 2 days, 6:05:31, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7090, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.8243 2021-07-10 18:11:41,382 - mmaction - INFO - Epoch [140][1440/1879] lr: 4.327e-02, eta: 2 days, 6:05:13, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7184, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.7826 2021-07-10 18:11:58,279 - mmaction - INFO - Epoch [140][1460/1879] lr: 4.327e-02, eta: 2 days, 6:04:54, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4695, top5_acc: 0.6961, loss_cls: 2.3679, loss: 2.3679, grad_norm: 2.8267 2021-07-10 18:12:15,291 - mmaction - INFO - Epoch [140][1480/1879] lr: 4.327e-02, eta: 2 days, 6:04:36, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7012, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.8545 2021-07-10 18:12:32,350 - mmaction - INFO - Epoch [140][1500/1879] lr: 4.327e-02, eta: 2 days, 6:04:17, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6828, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.8192 2021-07-10 18:12:49,367 - mmaction - INFO - Epoch [140][1520/1879] lr: 4.327e-02, eta: 2 days, 6:03:59, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6809, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.8392 2021-07-10 18:13:06,344 - mmaction - INFO - Epoch [140][1540/1879] lr: 4.327e-02, eta: 2 days, 6:03:40, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7027, loss_cls: 2.4342, loss: 2.4342, grad_norm: 2.7955 2021-07-10 18:13:23,325 - mmaction - INFO - Epoch [140][1560/1879] lr: 4.327e-02, eta: 2 days, 6:03:22, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7070, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.8302 2021-07-10 18:13:40,448 - mmaction - INFO - Epoch [140][1580/1879] lr: 4.327e-02, eta: 2 days, 6:03:03, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3720, loss: 2.3720, grad_norm: 2.8564 2021-07-10 18:13:57,601 - mmaction - INFO - Epoch [140][1600/1879] lr: 4.327e-02, eta: 2 days, 6:02:45, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7008, loss_cls: 2.3825, loss: 2.3825, grad_norm: 2.9047 2021-07-10 18:14:14,487 - mmaction - INFO - Epoch [140][1620/1879] lr: 4.327e-02, eta: 2 days, 6:02:26, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6949, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.8279 2021-07-10 18:14:31,608 - mmaction - INFO - Epoch [140][1640/1879] lr: 4.327e-02, eta: 2 days, 6:02:08, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7020, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.8149 2021-07-10 18:14:48,470 - mmaction - INFO - Epoch [140][1660/1879] lr: 4.327e-02, eta: 2 days, 6:01:49, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6957, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.8386 2021-07-10 18:15:05,499 - mmaction - INFO - Epoch [140][1680/1879] lr: 4.327e-02, eta: 2 days, 6:01:31, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6945, loss_cls: 2.4238, loss: 2.4238, grad_norm: 2.8327 2021-07-10 18:15:22,478 - mmaction - INFO - Epoch [140][1700/1879] lr: 4.327e-02, eta: 2 days, 6:01:12, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7070, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.8245 2021-07-10 18:15:39,741 - mmaction - INFO - Epoch [140][1720/1879] lr: 4.327e-02, eta: 2 days, 6:00:54, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6844, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.8041 2021-07-10 18:15:56,535 - mmaction - INFO - Epoch [140][1740/1879] lr: 4.327e-02, eta: 2 days, 6:00:35, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.8062 2021-07-10 18:16:13,559 - mmaction - INFO - Epoch [140][1760/1879] lr: 4.327e-02, eta: 2 days, 6:00:17, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6980, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.8465 2021-07-10 18:16:30,743 - mmaction - INFO - Epoch [140][1780/1879] lr: 4.327e-02, eta: 2 days, 5:59:58, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7086, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.8316 2021-07-10 18:16:47,653 - mmaction - INFO - Epoch [140][1800/1879] lr: 4.327e-02, eta: 2 days, 5:59:40, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7035, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.8273 2021-07-10 18:17:04,551 - mmaction - INFO - Epoch [140][1820/1879] lr: 4.327e-02, eta: 2 days, 5:59:21, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4053, loss: 2.4053, grad_norm: 2.8546 2021-07-10 18:17:21,683 - mmaction - INFO - Epoch [140][1840/1879] lr: 4.327e-02, eta: 2 days, 5:59:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7105, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.8612 2021-07-10 18:17:38,570 - mmaction - INFO - Epoch [140][1860/1879] lr: 4.327e-02, eta: 2 days, 5:58:44, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7172, loss_cls: 2.3510, loss: 2.3510, grad_norm: 2.8440 2021-07-10 18:18:10,423 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 18:18:10,427 - mmaction - INFO - 106 BN found 2021-07-10 18:22:47,207 - mmaction - INFO - BN stats updated 2021-07-10 18:26:10,810 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 18:26:11,747 - mmaction - INFO - top1_acc 0.5414 top5_acc 0.7931 2021-07-10 18:26:11,747 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 18:26:11,800 - mmaction - INFO - mean_acc 0.5414 2021-07-10 18:26:12,971 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_140.pth. 2021-07-10 18:26:12,971 - mmaction - INFO - Best top1_acc is 0.5414 at 140 epoch. 2021-07-10 18:26:12,979 - mmaction - INFO - Saving checkpoint at 140 epochs 2021-07-10 18:26:14,111 - mmaction - INFO - Epoch(val) [140][155] top1_acc: 0.5414, top5_acc: 0.7931, mean_class_accuracy: 0.5414 2021-07-10 18:27:39,349 - mmaction - INFO - Epoch [141][20/1879] lr: 4.266e-02, eta: 2 days, 5:58:51, time: 4.259, data_time: 3.262, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7098, loss_cls: 2.3275, loss: 2.3275, grad_norm: 2.7998 2021-07-10 18:27:55,871 - mmaction - INFO - Epoch [141][40/1879] lr: 4.266e-02, eta: 2 days, 5:58:32, time: 0.827, data_time: 0.007, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7039, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.8137 2021-07-10 18:28:12,254 - mmaction - INFO - Epoch [141][60/1879] lr: 4.266e-02, eta: 2 days, 5:58:13, time: 0.819, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3502, loss: 2.3502, grad_norm: 2.8287 2021-07-10 18:28:28,815 - mmaction - INFO - Epoch [141][80/1879] lr: 4.266e-02, eta: 2 days, 5:57:54, time: 0.826, data_time: 0.006, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7023, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.8700 2021-07-10 18:28:45,524 - mmaction - INFO - Epoch [141][100/1879] lr: 4.266e-02, eta: 2 days, 5:57:36, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7039, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.8341 2021-07-10 18:29:02,269 - mmaction - INFO - Epoch [141][120/1879] lr: 4.266e-02, eta: 2 days, 5:57:17, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2708, loss: 2.2708, grad_norm: 2.7917 2021-07-10 18:29:18,936 - mmaction - INFO - Epoch [141][140/1879] lr: 4.266e-02, eta: 2 days, 5:56:58, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7121, loss_cls: 2.2956, loss: 2.2956, grad_norm: 2.7315 2021-07-10 18:29:35,835 - mmaction - INFO - Epoch [141][160/1879] lr: 4.266e-02, eta: 2 days, 5:56:39, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7238, loss_cls: 2.3439, loss: 2.3439, grad_norm: 2.9052 2021-07-10 18:29:52,706 - mmaction - INFO - Epoch [141][180/1879] lr: 4.266e-02, eta: 2 days, 5:56:21, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7141, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.9013 2021-07-10 18:30:09,486 - mmaction - INFO - Epoch [141][200/1879] lr: 4.266e-02, eta: 2 days, 5:56:02, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.8878 2021-07-10 18:30:26,397 - mmaction - INFO - Epoch [141][220/1879] lr: 4.266e-02, eta: 2 days, 5:55:43, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6902, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.8957 2021-07-10 18:30:43,332 - mmaction - INFO - Epoch [141][240/1879] lr: 4.266e-02, eta: 2 days, 5:55:25, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7141, loss_cls: 2.2863, loss: 2.2863, grad_norm: 2.7988 2021-07-10 18:31:00,322 - mmaction - INFO - Epoch [141][260/1879] lr: 4.266e-02, eta: 2 days, 5:55:06, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6930, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.8810 2021-07-10 18:31:17,340 - mmaction - INFO - Epoch [141][280/1879] lr: 4.266e-02, eta: 2 days, 5:54:48, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7047, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.8277 2021-07-10 18:31:34,246 - mmaction - INFO - Epoch [141][300/1879] lr: 4.266e-02, eta: 2 days, 5:54:29, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6934, loss_cls: 2.3946, loss: 2.3946, grad_norm: 2.8664 2021-07-10 18:31:51,211 - mmaction - INFO - Epoch [141][320/1879] lr: 4.266e-02, eta: 2 days, 5:54:11, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6867, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.8774 2021-07-10 18:32:08,266 - mmaction - INFO - Epoch [141][340/1879] lr: 4.266e-02, eta: 2 days, 5:53:52, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7035, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.7839 2021-07-10 18:32:25,294 - mmaction - INFO - Epoch [141][360/1879] lr: 4.266e-02, eta: 2 days, 5:53:34, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6934, loss_cls: 2.4302, loss: 2.4302, grad_norm: 2.8411 2021-07-10 18:32:42,218 - mmaction - INFO - Epoch [141][380/1879] lr: 4.266e-02, eta: 2 days, 5:53:15, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7082, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.7386 2021-07-10 18:32:59,308 - mmaction - INFO - Epoch [141][400/1879] lr: 4.266e-02, eta: 2 days, 5:52:57, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7012, loss_cls: 2.3505, loss: 2.3505, grad_norm: 2.7554 2021-07-10 18:33:16,217 - mmaction - INFO - Epoch [141][420/1879] lr: 4.266e-02, eta: 2 days, 5:52:38, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.7008, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.8263 2021-07-10 18:33:33,120 - mmaction - INFO - Epoch [141][440/1879] lr: 4.266e-02, eta: 2 days, 5:52:19, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.6996, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.8217 2021-07-10 18:33:50,039 - mmaction - INFO - Epoch [141][460/1879] lr: 4.266e-02, eta: 2 days, 5:52:01, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7000, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.8201 2021-07-10 18:34:07,106 - mmaction - INFO - Epoch [141][480/1879] lr: 4.266e-02, eta: 2 days, 5:51:42, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6957, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.8443 2021-07-10 18:34:23,961 - mmaction - INFO - Epoch [141][500/1879] lr: 4.266e-02, eta: 2 days, 5:51:24, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6879, loss_cls: 2.3954, loss: 2.3954, grad_norm: 2.8024 2021-07-10 18:34:40,951 - mmaction - INFO - Epoch [141][520/1879] lr: 4.266e-02, eta: 2 days, 5:51:05, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6953, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.8114 2021-07-10 18:34:58,018 - mmaction - INFO - Epoch [141][540/1879] lr: 4.266e-02, eta: 2 days, 5:50:47, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7160, loss_cls: 2.3187, loss: 2.3187, grad_norm: 2.8531 2021-07-10 18:35:15,207 - mmaction - INFO - Epoch [141][560/1879] lr: 4.266e-02, eta: 2 days, 5:50:28, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3498, loss: 2.3498, grad_norm: 2.9060 2021-07-10 18:35:32,304 - mmaction - INFO - Epoch [141][580/1879] lr: 4.266e-02, eta: 2 days, 5:50:10, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6875, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.9131 2021-07-10 18:35:49,388 - mmaction - INFO - Epoch [141][600/1879] lr: 4.266e-02, eta: 2 days, 5:49:52, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.8236 2021-07-10 18:36:06,364 - mmaction - INFO - Epoch [141][620/1879] lr: 4.266e-02, eta: 2 days, 5:49:33, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7148, loss_cls: 2.3325, loss: 2.3325, grad_norm: 2.8276 2021-07-10 18:36:23,234 - mmaction - INFO - Epoch [141][640/1879] lr: 4.266e-02, eta: 2 days, 5:49:14, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3476, loss: 2.3476, grad_norm: 2.8023 2021-07-10 18:36:40,328 - mmaction - INFO - Epoch [141][660/1879] lr: 4.266e-02, eta: 2 days, 5:48:56, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7008, loss_cls: 2.3511, loss: 2.3511, grad_norm: 2.8463 2021-07-10 18:36:57,407 - mmaction - INFO - Epoch [141][680/1879] lr: 4.266e-02, eta: 2 days, 5:48:38, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6910, loss_cls: 2.4297, loss: 2.4297, grad_norm: 2.8669 2021-07-10 18:37:14,515 - mmaction - INFO - Epoch [141][700/1879] lr: 4.266e-02, eta: 2 days, 5:48:19, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7086, loss_cls: 2.3336, loss: 2.3336, grad_norm: 2.7486 2021-07-10 18:37:31,649 - mmaction - INFO - Epoch [141][720/1879] lr: 4.266e-02, eta: 2 days, 5:48:01, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6980, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.7786 2021-07-10 18:37:48,909 - mmaction - INFO - Epoch [141][740/1879] lr: 4.266e-02, eta: 2 days, 5:47:42, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6984, loss_cls: 2.4271, loss: 2.4271, grad_norm: 2.8138 2021-07-10 18:38:05,819 - mmaction - INFO - Epoch [141][760/1879] lr: 4.266e-02, eta: 2 days, 5:47:24, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3713, loss: 2.3713, grad_norm: 2.8739 2021-07-10 18:38:23,015 - mmaction - INFO - Epoch [141][780/1879] lr: 4.266e-02, eta: 2 days, 5:47:05, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7043, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.8637 2021-07-10 18:38:40,082 - mmaction - INFO - Epoch [141][800/1879] lr: 4.266e-02, eta: 2 days, 5:46:47, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7004, loss_cls: 2.4110, loss: 2.4110, grad_norm: 2.8706 2021-07-10 18:38:57,311 - mmaction - INFO - Epoch [141][820/1879] lr: 4.266e-02, eta: 2 days, 5:46:29, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.7909 2021-07-10 18:39:14,325 - mmaction - INFO - Epoch [141][840/1879] lr: 4.266e-02, eta: 2 days, 5:46:10, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7086, loss_cls: 2.2887, loss: 2.2887, grad_norm: 2.7482 2021-07-10 18:39:31,601 - mmaction - INFO - Epoch [141][860/1879] lr: 4.266e-02, eta: 2 days, 5:45:52, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7000, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.8029 2021-07-10 18:39:48,672 - mmaction - INFO - Epoch [141][880/1879] lr: 4.266e-02, eta: 2 days, 5:45:33, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.3239, loss: 2.3239, grad_norm: 2.8185 2021-07-10 18:40:05,713 - mmaction - INFO - Epoch [141][900/1879] lr: 4.266e-02, eta: 2 days, 5:45:15, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7082, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.8377 2021-07-10 18:40:22,719 - mmaction - INFO - Epoch [141][920/1879] lr: 4.266e-02, eta: 2 days, 5:44:56, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6984, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.8075 2021-07-10 18:40:39,767 - mmaction - INFO - Epoch [141][940/1879] lr: 4.266e-02, eta: 2 days, 5:44:38, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.8860 2021-07-10 18:40:56,741 - mmaction - INFO - Epoch [141][960/1879] lr: 4.266e-02, eta: 2 days, 5:44:19, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.8695 2021-07-10 18:41:13,861 - mmaction - INFO - Epoch [141][980/1879] lr: 4.266e-02, eta: 2 days, 5:44:01, time: 0.855, data_time: 0.007, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7078, loss_cls: 2.3623, loss: 2.3623, grad_norm: 2.9094 2021-07-10 18:41:30,797 - mmaction - INFO - Epoch [141][1000/1879] lr: 4.266e-02, eta: 2 days, 5:43:42, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6863, loss_cls: 2.4671, loss: 2.4671, grad_norm: 2.8864 2021-07-10 18:41:47,900 - mmaction - INFO - Epoch [141][1020/1879] lr: 4.266e-02, eta: 2 days, 5:43:24, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7121, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.7631 2021-07-10 18:42:05,009 - mmaction - INFO - Epoch [141][1040/1879] lr: 4.266e-02, eta: 2 days, 5:43:06, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4441, top5_acc: 0.7008, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.7956 2021-07-10 18:42:22,095 - mmaction - INFO - Epoch [141][1060/1879] lr: 4.266e-02, eta: 2 days, 5:42:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7176, loss_cls: 2.3156, loss: 2.3156, grad_norm: 2.7715 2021-07-10 18:42:39,314 - mmaction - INFO - Epoch [141][1080/1879] lr: 4.266e-02, eta: 2 days, 5:42:29, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.8137 2021-07-10 18:42:56,326 - mmaction - INFO - Epoch [141][1100/1879] lr: 4.266e-02, eta: 2 days, 5:42:10, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3620, loss: 2.3620, grad_norm: 2.8124 2021-07-10 18:43:13,328 - mmaction - INFO - Epoch [141][1120/1879] lr: 4.266e-02, eta: 2 days, 5:41:52, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6941, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.8526 2021-07-10 18:43:30,330 - mmaction - INFO - Epoch [141][1140/1879] lr: 4.266e-02, eta: 2 days, 5:41:33, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6930, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.8475 2021-07-10 18:43:47,301 - mmaction - INFO - Epoch [141][1160/1879] lr: 4.266e-02, eta: 2 days, 5:41:15, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7098, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.8680 2021-07-10 18:44:04,437 - mmaction - INFO - Epoch [141][1180/1879] lr: 4.266e-02, eta: 2 days, 5:40:56, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7004, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.8039 2021-07-10 18:44:21,307 - mmaction - INFO - Epoch [141][1200/1879] lr: 4.266e-02, eta: 2 days, 5:40:38, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6957, loss_cls: 2.4249, loss: 2.4249, grad_norm: 2.8705 2021-07-10 18:44:38,285 - mmaction - INFO - Epoch [141][1220/1879] lr: 4.266e-02, eta: 2 days, 5:40:19, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.8484 2021-07-10 18:44:55,220 - mmaction - INFO - Epoch [141][1240/1879] lr: 4.266e-02, eta: 2 days, 5:40:01, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6957, loss_cls: 2.4394, loss: 2.4394, grad_norm: 2.8152 2021-07-10 18:45:12,181 - mmaction - INFO - Epoch [141][1260/1879] lr: 4.266e-02, eta: 2 days, 5:39:42, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6988, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.8433 2021-07-10 18:45:29,131 - mmaction - INFO - Epoch [141][1280/1879] lr: 4.266e-02, eta: 2 days, 5:39:24, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6867, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.8142 2021-07-10 18:45:46,302 - mmaction - INFO - Epoch [141][1300/1879] lr: 4.266e-02, eta: 2 days, 5:39:05, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7074, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.7702 2021-07-10 18:46:03,411 - mmaction - INFO - Epoch [141][1320/1879] lr: 4.266e-02, eta: 2 days, 5:38:47, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.8170 2021-07-10 18:46:20,600 - mmaction - INFO - Epoch [141][1340/1879] lr: 4.266e-02, eta: 2 days, 5:38:28, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6879, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.8519 2021-07-10 18:46:37,739 - mmaction - INFO - Epoch [141][1360/1879] lr: 4.266e-02, eta: 2 days, 5:38:10, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7047, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.8652 2021-07-10 18:46:54,571 - mmaction - INFO - Epoch [141][1380/1879] lr: 4.266e-02, eta: 2 days, 5:37:51, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6988, loss_cls: 2.4063, loss: 2.4063, grad_norm: 2.8512 2021-07-10 18:47:11,599 - mmaction - INFO - Epoch [141][1400/1879] lr: 4.266e-02, eta: 2 days, 5:37:33, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6973, loss_cls: 2.4117, loss: 2.4117, grad_norm: 2.8533 2021-07-10 18:47:28,214 - mmaction - INFO - Epoch [141][1420/1879] lr: 4.266e-02, eta: 2 days, 5:37:14, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7000, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.8067 2021-07-10 18:47:45,300 - mmaction - INFO - Epoch [141][1440/1879] lr: 4.266e-02, eta: 2 days, 5:36:56, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7098, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.7814 2021-07-10 18:48:02,084 - mmaction - INFO - Epoch [141][1460/1879] lr: 4.266e-02, eta: 2 days, 5:36:37, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6891, loss_cls: 2.4281, loss: 2.4281, grad_norm: 2.8698 2021-07-10 18:48:19,312 - mmaction - INFO - Epoch [141][1480/1879] lr: 4.266e-02, eta: 2 days, 5:36:19, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6844, loss_cls: 2.4550, loss: 2.4550, grad_norm: 2.8329 2021-07-10 18:48:35,988 - mmaction - INFO - Epoch [141][1500/1879] lr: 4.266e-02, eta: 2 days, 5:36:00, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6984, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.9457 2021-07-10 18:48:53,059 - mmaction - INFO - Epoch [141][1520/1879] lr: 4.266e-02, eta: 2 days, 5:35:41, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.9556 2021-07-10 18:49:10,067 - mmaction - INFO - Epoch [141][1540/1879] lr: 4.266e-02, eta: 2 days, 5:35:23, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7035, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.8447 2021-07-10 18:49:27,206 - mmaction - INFO - Epoch [141][1560/1879] lr: 4.266e-02, eta: 2 days, 5:35:05, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6930, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.8586 2021-07-10 18:49:44,290 - mmaction - INFO - Epoch [141][1580/1879] lr: 4.266e-02, eta: 2 days, 5:34:46, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7184, loss_cls: 2.3036, loss: 2.3036, grad_norm: 2.8097 2021-07-10 18:50:01,366 - mmaction - INFO - Epoch [141][1600/1879] lr: 4.266e-02, eta: 2 days, 5:34:28, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6937, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.9585 2021-07-10 18:50:18,466 - mmaction - INFO - Epoch [141][1620/1879] lr: 4.266e-02, eta: 2 days, 5:34:09, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6953, loss_cls: 2.4160, loss: 2.4160, grad_norm: 2.8786 2021-07-10 18:50:35,549 - mmaction - INFO - Epoch [141][1640/1879] lr: 4.266e-02, eta: 2 days, 5:33:51, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6988, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.8530 2021-07-10 18:50:52,487 - mmaction - INFO - Epoch [141][1660/1879] lr: 4.266e-02, eta: 2 days, 5:33:32, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7066, loss_cls: 2.3190, loss: 2.3190, grad_norm: 2.8464 2021-07-10 18:51:09,472 - mmaction - INFO - Epoch [141][1680/1879] lr: 4.266e-02, eta: 2 days, 5:33:14, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2751, loss: 2.2751, grad_norm: 2.8282 2021-07-10 18:51:26,472 - mmaction - INFO - Epoch [141][1700/1879] lr: 4.266e-02, eta: 2 days, 5:32:55, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6945, loss_cls: 2.4647, loss: 2.4647, grad_norm: 2.8864 2021-07-10 18:51:43,535 - mmaction - INFO - Epoch [141][1720/1879] lr: 4.266e-02, eta: 2 days, 5:32:37, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7043, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.8797 2021-07-10 18:52:00,417 - mmaction - INFO - Epoch [141][1740/1879] lr: 4.266e-02, eta: 2 days, 5:32:18, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6965, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.8437 2021-07-10 18:52:17,563 - mmaction - INFO - Epoch [141][1760/1879] lr: 4.266e-02, eta: 2 days, 5:32:00, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.8560 2021-07-10 18:52:34,457 - mmaction - INFO - Epoch [141][1780/1879] lr: 4.266e-02, eta: 2 days, 5:31:41, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3890, loss: 2.3890, grad_norm: 2.8959 2021-07-10 18:52:51,556 - mmaction - INFO - Epoch [141][1800/1879] lr: 4.266e-02, eta: 2 days, 5:31:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.8829 2021-07-10 18:53:08,386 - mmaction - INFO - Epoch [141][1820/1879] lr: 4.266e-02, eta: 2 days, 5:31:04, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7016, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.8328 2021-07-10 18:53:25,511 - mmaction - INFO - Epoch [141][1840/1879] lr: 4.266e-02, eta: 2 days, 5:30:46, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6988, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.8319 2021-07-10 18:53:42,423 - mmaction - INFO - Epoch [141][1860/1879] lr: 4.266e-02, eta: 2 days, 5:30:27, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7016, loss_cls: 2.3670, loss: 2.3670, grad_norm: 2.8401 2021-07-10 18:54:08,039 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 18:54:08,043 - mmaction - INFO - 106 BN found 2021-07-10 18:58:44,717 - mmaction - INFO - BN stats updated 2021-07-10 19:00:41,479 - mmaction - INFO - Epoch [142][20/1879] lr: 4.206e-02, eta: 2 days, 5:30:58, time: 5.733, data_time: 4.679, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7086, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.7969 2021-07-10 19:00:57,930 - mmaction - INFO - Epoch [142][40/1879] lr: 4.206e-02, eta: 2 days, 5:30:39, time: 0.824, data_time: 0.009, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7031, loss_cls: 2.3415, loss: 2.3415, grad_norm: 2.8011 2021-07-10 19:01:14,352 - mmaction - INFO - Epoch [142][60/1879] lr: 4.206e-02, eta: 2 days, 5:30:20, time: 0.823, data_time: 0.003, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7039, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.9781 2021-07-10 19:01:31,018 - mmaction - INFO - Epoch [142][80/1879] lr: 4.206e-02, eta: 2 days, 5:30:01, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.9309 2021-07-10 19:01:47,742 - mmaction - INFO - Epoch [142][100/1879] lr: 4.206e-02, eta: 2 days, 5:29:42, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6949, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.9154 2021-07-10 19:02:04,408 - mmaction - INFO - Epoch [142][120/1879] lr: 4.206e-02, eta: 2 days, 5:29:23, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7020, loss_cls: 2.3415, loss: 2.3415, grad_norm: 2.8459 2021-07-10 19:02:20,989 - mmaction - INFO - Epoch [142][140/1879] lr: 4.206e-02, eta: 2 days, 5:29:04, time: 0.830, data_time: 0.002, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3238, loss: 2.3238, grad_norm: 2.8356 2021-07-10 19:02:37,883 - mmaction - INFO - Epoch [142][160/1879] lr: 4.206e-02, eta: 2 days, 5:28:46, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6992, loss_cls: 2.4167, loss: 2.4167, grad_norm: 2.8885 2021-07-10 19:02:54,709 - mmaction - INFO - Epoch [142][180/1879] lr: 4.206e-02, eta: 2 days, 5:28:27, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.3748, loss: 2.3748, grad_norm: 2.8737 2021-07-10 19:03:11,756 - mmaction - INFO - Epoch [142][200/1879] lr: 4.206e-02, eta: 2 days, 5:28:09, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7035, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.8152 2021-07-10 19:03:28,545 - mmaction - INFO - Epoch [142][220/1879] lr: 4.206e-02, eta: 2 days, 5:27:50, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7086, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.9125 2021-07-10 19:03:45,422 - mmaction - INFO - Epoch [142][240/1879] lr: 4.206e-02, eta: 2 days, 5:27:31, time: 0.843, data_time: 0.006, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6988, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.8718 2021-07-10 19:04:02,379 - mmaction - INFO - Epoch [142][260/1879] lr: 4.206e-02, eta: 2 days, 5:27:13, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7246, loss_cls: 2.2715, loss: 2.2715, grad_norm: 2.7628 2021-07-10 19:04:19,233 - mmaction - INFO - Epoch [142][280/1879] lr: 4.206e-02, eta: 2 days, 5:26:54, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7047, loss_cls: 2.3467, loss: 2.3467, grad_norm: 2.8557 2021-07-10 19:04:36,203 - mmaction - INFO - Epoch [142][300/1879] lr: 4.206e-02, eta: 2 days, 5:26:36, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.8396 2021-07-10 19:04:52,980 - mmaction - INFO - Epoch [142][320/1879] lr: 4.206e-02, eta: 2 days, 5:26:17, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7035, loss_cls: 2.3390, loss: 2.3390, grad_norm: 2.8418 2021-07-10 19:05:10,082 - mmaction - INFO - Epoch [142][340/1879] lr: 4.206e-02, eta: 2 days, 5:25:59, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.4180, loss: 2.4180, grad_norm: 2.8545 2021-07-10 19:05:27,153 - mmaction - INFO - Epoch [142][360/1879] lr: 4.206e-02, eta: 2 days, 5:25:40, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7016, loss_cls: 2.3447, loss: 2.3447, grad_norm: 2.7744 2021-07-10 19:05:44,126 - mmaction - INFO - Epoch [142][380/1879] lr: 4.206e-02, eta: 2 days, 5:25:22, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7098, loss_cls: 2.3349, loss: 2.3349, grad_norm: 2.8080 2021-07-10 19:06:01,220 - mmaction - INFO - Epoch [142][400/1879] lr: 4.206e-02, eta: 2 days, 5:25:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6949, loss_cls: 2.3764, loss: 2.3764, grad_norm: 2.8118 2021-07-10 19:06:18,131 - mmaction - INFO - Epoch [142][420/1879] lr: 4.206e-02, eta: 2 days, 5:24:45, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7258, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.8348 2021-07-10 19:06:35,325 - mmaction - INFO - Epoch [142][440/1879] lr: 4.206e-02, eta: 2 days, 5:24:26, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7109, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.8978 2021-07-10 19:06:52,427 - mmaction - INFO - Epoch [142][460/1879] lr: 4.206e-02, eta: 2 days, 5:24:08, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.9140 2021-07-10 19:07:09,306 - mmaction - INFO - Epoch [142][480/1879] lr: 4.206e-02, eta: 2 days, 5:23:49, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.8500 2021-07-10 19:07:26,351 - mmaction - INFO - Epoch [142][500/1879] lr: 4.206e-02, eta: 2 days, 5:23:31, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.8518 2021-07-10 19:07:43,557 - mmaction - INFO - Epoch [142][520/1879] lr: 4.206e-02, eta: 2 days, 5:23:12, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6926, loss_cls: 2.4175, loss: 2.4175, grad_norm: 2.8976 2021-07-10 19:08:00,619 - mmaction - INFO - Epoch [142][540/1879] lr: 4.206e-02, eta: 2 days, 5:22:54, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7145, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.8562 2021-07-10 19:08:17,712 - mmaction - INFO - Epoch [142][560/1879] lr: 4.206e-02, eta: 2 days, 5:22:36, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7094, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.8089 2021-07-10 19:08:34,712 - mmaction - INFO - Epoch [142][580/1879] lr: 4.206e-02, eta: 2 days, 5:22:17, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.8688 2021-07-10 19:08:51,775 - mmaction - INFO - Epoch [142][600/1879] lr: 4.206e-02, eta: 2 days, 5:21:59, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7074, loss_cls: 2.3875, loss: 2.3875, grad_norm: 2.9267 2021-07-10 19:09:08,717 - mmaction - INFO - Epoch [142][620/1879] lr: 4.206e-02, eta: 2 days, 5:21:40, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6937, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.9060 2021-07-10 19:09:25,754 - mmaction - INFO - Epoch [142][640/1879] lr: 4.206e-02, eta: 2 days, 5:21:22, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7086, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.8441 2021-07-10 19:09:42,970 - mmaction - INFO - Epoch [142][660/1879] lr: 4.206e-02, eta: 2 days, 5:21:03, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7027, loss_cls: 2.3692, loss: 2.3692, grad_norm: 2.8659 2021-07-10 19:09:59,899 - mmaction - INFO - Epoch [142][680/1879] lr: 4.206e-02, eta: 2 days, 5:20:45, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4695, top5_acc: 0.6988, loss_cls: 2.3572, loss: 2.3572, grad_norm: 2.8634 2021-07-10 19:10:17,054 - mmaction - INFO - Epoch [142][700/1879] lr: 4.206e-02, eta: 2 days, 5:20:26, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7129, loss_cls: 2.2612, loss: 2.2612, grad_norm: 2.7993 2021-07-10 19:10:33,900 - mmaction - INFO - Epoch [142][720/1879] lr: 4.206e-02, eta: 2 days, 5:20:08, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.8382 2021-07-10 19:10:51,020 - mmaction - INFO - Epoch [142][740/1879] lr: 4.206e-02, eta: 2 days, 5:19:49, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6906, loss_cls: 2.4350, loss: 2.4350, grad_norm: 2.9083 2021-07-10 19:11:07,958 - mmaction - INFO - Epoch [142][760/1879] lr: 4.206e-02, eta: 2 days, 5:19:31, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7004, loss_cls: 2.3714, loss: 2.3714, grad_norm: 2.8943 2021-07-10 19:11:24,891 - mmaction - INFO - Epoch [142][780/1879] lr: 4.206e-02, eta: 2 days, 5:19:12, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7176, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.8807 2021-07-10 19:11:41,898 - mmaction - INFO - Epoch [142][800/1879] lr: 4.206e-02, eta: 2 days, 5:18:54, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6957, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.9244 2021-07-10 19:11:58,763 - mmaction - INFO - Epoch [142][820/1879] lr: 4.206e-02, eta: 2 days, 5:18:35, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.8173 2021-07-10 19:12:15,681 - mmaction - INFO - Epoch [142][840/1879] lr: 4.206e-02, eta: 2 days, 5:18:16, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6734, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.9579 2021-07-10 19:12:32,594 - mmaction - INFO - Epoch [142][860/1879] lr: 4.206e-02, eta: 2 days, 5:17:58, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7223, loss_cls: 2.3301, loss: 2.3301, grad_norm: 2.8657 2021-07-10 19:12:49,479 - mmaction - INFO - Epoch [142][880/1879] lr: 4.206e-02, eta: 2 days, 5:17:39, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6949, loss_cls: 2.4139, loss: 2.4139, grad_norm: 2.9077 2021-07-10 19:13:06,423 - mmaction - INFO - Epoch [142][900/1879] lr: 4.206e-02, eta: 2 days, 5:17:21, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.7012, loss_cls: 2.4087, loss: 2.4087, grad_norm: 2.8806 2021-07-10 19:13:23,312 - mmaction - INFO - Epoch [142][920/1879] lr: 4.206e-02, eta: 2 days, 5:17:02, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7039, loss_cls: 2.3323, loss: 2.3323, grad_norm: 2.8569 2021-07-10 19:13:40,216 - mmaction - INFO - Epoch [142][940/1879] lr: 4.206e-02, eta: 2 days, 5:16:44, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7160, loss_cls: 2.3520, loss: 2.3520, grad_norm: 2.8636 2021-07-10 19:13:57,310 - mmaction - INFO - Epoch [142][960/1879] lr: 4.206e-02, eta: 2 days, 5:16:25, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6934, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.8446 2021-07-10 19:14:14,130 - mmaction - INFO - Epoch [142][980/1879] lr: 4.206e-02, eta: 2 days, 5:16:06, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7086, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.8839 2021-07-10 19:14:30,974 - mmaction - INFO - Epoch [142][1000/1879] lr: 4.206e-02, eta: 2 days, 5:15:48, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6988, loss_cls: 2.4094, loss: 2.4094, grad_norm: 2.8981 2021-07-10 19:14:48,102 - mmaction - INFO - Epoch [142][1020/1879] lr: 4.206e-02, eta: 2 days, 5:15:29, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6930, loss_cls: 2.3826, loss: 2.3826, grad_norm: 2.8842 2021-07-10 19:15:05,272 - mmaction - INFO - Epoch [142][1040/1879] lr: 4.206e-02, eta: 2 days, 5:15:11, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6902, loss_cls: 2.4429, loss: 2.4429, grad_norm: 2.8276 2021-07-10 19:15:22,150 - mmaction - INFO - Epoch [142][1060/1879] lr: 4.206e-02, eta: 2 days, 5:14:53, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4707, top5_acc: 0.6965, loss_cls: 2.3844, loss: 2.3844, grad_norm: 2.8827 2021-07-10 19:15:39,149 - mmaction - INFO - Epoch [142][1080/1879] lr: 4.206e-02, eta: 2 days, 5:14:34, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3325, loss: 2.3325, grad_norm: 2.8747 2021-07-10 19:15:56,177 - mmaction - INFO - Epoch [142][1100/1879] lr: 4.206e-02, eta: 2 days, 5:14:16, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6934, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.9457 2021-07-10 19:16:13,187 - mmaction - INFO - Epoch [142][1120/1879] lr: 4.206e-02, eta: 2 days, 5:13:57, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6879, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.8246 2021-07-10 19:16:30,123 - mmaction - INFO - Epoch [142][1140/1879] lr: 4.206e-02, eta: 2 days, 5:13:38, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.4090, loss: 2.4090, grad_norm: 2.8470 2021-07-10 19:16:47,154 - mmaction - INFO - Epoch [142][1160/1879] lr: 4.206e-02, eta: 2 days, 5:13:20, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7039, loss_cls: 2.3597, loss: 2.3597, grad_norm: 2.7728 2021-07-10 19:17:04,088 - mmaction - INFO - Epoch [142][1180/1879] lr: 4.206e-02, eta: 2 days, 5:13:01, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7059, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.8376 2021-07-10 19:17:21,261 - mmaction - INFO - Epoch [142][1200/1879] lr: 4.206e-02, eta: 2 days, 5:12:43, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7055, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.8720 2021-07-10 19:17:38,195 - mmaction - INFO - Epoch [142][1220/1879] lr: 4.206e-02, eta: 2 days, 5:12:25, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7035, loss_cls: 2.3780, loss: 2.3780, grad_norm: 2.8315 2021-07-10 19:17:55,181 - mmaction - INFO - Epoch [142][1240/1879] lr: 4.206e-02, eta: 2 days, 5:12:06, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7020, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.8828 2021-07-10 19:18:12,180 - mmaction - INFO - Epoch [142][1260/1879] lr: 4.206e-02, eta: 2 days, 5:11:48, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6887, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.8988 2021-07-10 19:18:29,191 - mmaction - INFO - Epoch [142][1280/1879] lr: 4.206e-02, eta: 2 days, 5:11:29, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7016, loss_cls: 2.3585, loss: 2.3585, grad_norm: 2.8584 2021-07-10 19:18:46,108 - mmaction - INFO - Epoch [142][1300/1879] lr: 4.206e-02, eta: 2 days, 5:11:10, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7043, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.8352 2021-07-10 19:19:03,115 - mmaction - INFO - Epoch [142][1320/1879] lr: 4.206e-02, eta: 2 days, 5:10:52, time: 0.850, data_time: 0.000, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7102, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.8251 2021-07-10 19:19:20,291 - mmaction - INFO - Epoch [142][1340/1879] lr: 4.206e-02, eta: 2 days, 5:10:34, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.8459 2021-07-10 19:19:37,287 - mmaction - INFO - Epoch [142][1360/1879] lr: 4.206e-02, eta: 2 days, 5:10:15, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3306, loss: 2.3306, grad_norm: 2.8497 2021-07-10 19:19:54,334 - mmaction - INFO - Epoch [142][1380/1879] lr: 4.206e-02, eta: 2 days, 5:09:57, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7148, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.9104 2021-07-10 19:20:11,116 - mmaction - INFO - Epoch [142][1400/1879] lr: 4.206e-02, eta: 2 days, 5:09:38, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.8619 2021-07-10 19:20:28,083 - mmaction - INFO - Epoch [142][1420/1879] lr: 4.206e-02, eta: 2 days, 5:09:19, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7035, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.8891 2021-07-10 19:20:45,348 - mmaction - INFO - Epoch [142][1440/1879] lr: 4.206e-02, eta: 2 days, 5:09:01, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7090, loss_cls: 2.3700, loss: 2.3700, grad_norm: 2.8085 2021-07-10 19:21:02,278 - mmaction - INFO - Epoch [142][1460/1879] lr: 4.206e-02, eta: 2 days, 5:08:43, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6934, loss_cls: 2.4094, loss: 2.4094, grad_norm: 2.8714 2021-07-10 19:21:19,446 - mmaction - INFO - Epoch [142][1480/1879] lr: 4.206e-02, eta: 2 days, 5:08:24, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.8612 2021-07-10 19:21:36,419 - mmaction - INFO - Epoch [142][1500/1879] lr: 4.206e-02, eta: 2 days, 5:08:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7059, loss_cls: 2.3576, loss: 2.3576, grad_norm: 2.8567 2021-07-10 19:21:53,577 - mmaction - INFO - Epoch [142][1520/1879] lr: 4.206e-02, eta: 2 days, 5:07:47, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6973, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.8598 2021-07-10 19:22:10,443 - mmaction - INFO - Epoch [142][1540/1879] lr: 4.206e-02, eta: 2 days, 5:07:29, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7168, loss_cls: 2.3057, loss: 2.3057, grad_norm: 2.8124 2021-07-10 19:22:27,575 - mmaction - INFO - Epoch [142][1560/1879] lr: 4.206e-02, eta: 2 days, 5:07:10, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3660, loss: 2.3660, grad_norm: 2.8403 2021-07-10 19:22:44,512 - mmaction - INFO - Epoch [142][1580/1879] lr: 4.206e-02, eta: 2 days, 5:06:52, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6941, loss_cls: 2.3951, loss: 2.3951, grad_norm: 2.8308 2021-07-10 19:23:01,527 - mmaction - INFO - Epoch [142][1600/1879] lr: 4.206e-02, eta: 2 days, 5:06:33, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6980, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.8550 2021-07-10 19:23:18,684 - mmaction - INFO - Epoch [142][1620/1879] lr: 4.206e-02, eta: 2 days, 5:06:15, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6988, loss_cls: 2.3890, loss: 2.3890, grad_norm: 2.8677 2021-07-10 19:23:35,676 - mmaction - INFO - Epoch [142][1640/1879] lr: 4.206e-02, eta: 2 days, 5:05:56, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6930, loss_cls: 2.3964, loss: 2.3964, grad_norm: 2.8591 2021-07-10 19:23:52,545 - mmaction - INFO - Epoch [142][1660/1879] lr: 4.206e-02, eta: 2 days, 5:05:38, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6988, loss_cls: 2.4359, loss: 2.4359, grad_norm: 2.8637 2021-07-10 19:24:09,698 - mmaction - INFO - Epoch [142][1680/1879] lr: 4.206e-02, eta: 2 days, 5:05:19, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6992, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.8276 2021-07-10 19:24:26,714 - mmaction - INFO - Epoch [142][1700/1879] lr: 4.206e-02, eta: 2 days, 5:05:01, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6973, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.8678 2021-07-10 19:24:43,811 - mmaction - INFO - Epoch [142][1720/1879] lr: 4.206e-02, eta: 2 days, 5:04:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7082, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.8609 2021-07-10 19:25:00,677 - mmaction - INFO - Epoch [142][1740/1879] lr: 4.206e-02, eta: 2 days, 5:04:24, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7113, loss_cls: 2.3290, loss: 2.3290, grad_norm: 2.8835 2021-07-10 19:25:17,672 - mmaction - INFO - Epoch [142][1760/1879] lr: 4.206e-02, eta: 2 days, 5:04:06, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6863, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.8634 2021-07-10 19:25:34,767 - mmaction - INFO - Epoch [142][1780/1879] lr: 4.206e-02, eta: 2 days, 5:03:47, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7195, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.8020 2021-07-10 19:25:51,708 - mmaction - INFO - Epoch [142][1800/1879] lr: 4.206e-02, eta: 2 days, 5:03:29, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6816, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.8998 2021-07-10 19:26:08,657 - mmaction - INFO - Epoch [142][1820/1879] lr: 4.206e-02, eta: 2 days, 5:03:10, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4225, loss: 2.4225, grad_norm: 2.9432 2021-07-10 19:26:25,745 - mmaction - INFO - Epoch [142][1840/1879] lr: 4.206e-02, eta: 2 days, 5:02:52, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6937, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.8996 2021-07-10 19:26:42,626 - mmaction - INFO - Epoch [142][1860/1879] lr: 4.206e-02, eta: 2 days, 5:02:33, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6887, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.8822 2021-07-10 19:27:08,795 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 19:27:08,806 - mmaction - INFO - 106 BN found 2021-07-10 19:31:39,502 - mmaction - INFO - BN stats updated 2021-07-10 19:33:48,030 - mmaction - INFO - Epoch [143][20/1879] lr: 4.145e-02, eta: 2 days, 5:03:12, time: 6.320, data_time: 5.434, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7152, loss_cls: 2.3056, loss: 2.3056, grad_norm: 2.8315 2021-07-10 19:34:04,753 - mmaction - INFO - Epoch [143][40/1879] lr: 4.145e-02, eta: 2 days, 5:02:53, time: 0.837, data_time: 0.011, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7133, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.8597 2021-07-10 19:34:21,240 - mmaction - INFO - Epoch [143][60/1879] lr: 4.145e-02, eta: 2 days, 5:02:34, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6984, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.8524 2021-07-10 19:34:37,931 - mmaction - INFO - Epoch [143][80/1879] lr: 4.145e-02, eta: 2 days, 5:02:15, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6973, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.9007 2021-07-10 19:34:54,450 - mmaction - INFO - Epoch [143][100/1879] lr: 4.145e-02, eta: 2 days, 5:01:57, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7105, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.8248 2021-07-10 19:35:11,215 - mmaction - INFO - Epoch [143][120/1879] lr: 4.145e-02, eta: 2 days, 5:01:38, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7023, loss_cls: 2.3664, loss: 2.3664, grad_norm: 2.8897 2021-07-10 19:35:27,869 - mmaction - INFO - Epoch [143][140/1879] lr: 4.145e-02, eta: 2 days, 5:01:19, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7000, loss_cls: 2.3872, loss: 2.3872, grad_norm: 2.9022 2021-07-10 19:35:44,607 - mmaction - INFO - Epoch [143][160/1879] lr: 4.145e-02, eta: 2 days, 5:01:00, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.8568 2021-07-10 19:36:01,353 - mmaction - INFO - Epoch [143][180/1879] lr: 4.145e-02, eta: 2 days, 5:00:42, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7148, loss_cls: 2.3519, loss: 2.3519, grad_norm: 2.9606 2021-07-10 19:36:18,304 - mmaction - INFO - Epoch [143][200/1879] lr: 4.145e-02, eta: 2 days, 5:00:23, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6941, loss_cls: 2.4357, loss: 2.4357, grad_norm: 2.8734 2021-07-10 19:36:35,156 - mmaction - INFO - Epoch [143][220/1879] lr: 4.145e-02, eta: 2 days, 5:00:05, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7184, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.8233 2021-07-10 19:36:52,212 - mmaction - INFO - Epoch [143][240/1879] lr: 4.145e-02, eta: 2 days, 4:59:46, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4668, top5_acc: 0.6930, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.9073 2021-07-10 19:37:09,060 - mmaction - INFO - Epoch [143][260/1879] lr: 4.145e-02, eta: 2 days, 4:59:27, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7047, loss_cls: 2.4180, loss: 2.4180, grad_norm: 2.9406 2021-07-10 19:37:26,040 - mmaction - INFO - Epoch [143][280/1879] lr: 4.145e-02, eta: 2 days, 4:59:09, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7027, loss_cls: 2.4236, loss: 2.4236, grad_norm: 2.8946 2021-07-10 19:37:42,811 - mmaction - INFO - Epoch [143][300/1879] lr: 4.145e-02, eta: 2 days, 4:58:50, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.2856, loss: 2.2856, grad_norm: 2.8471 2021-07-10 19:37:59,650 - mmaction - INFO - Epoch [143][320/1879] lr: 4.145e-02, eta: 2 days, 4:58:32, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3268, loss: 2.3268, grad_norm: 2.8740 2021-07-10 19:38:16,679 - mmaction - INFO - Epoch [143][340/1879] lr: 4.145e-02, eta: 2 days, 4:58:13, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7137, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.8858 2021-07-10 19:38:33,362 - mmaction - INFO - Epoch [143][360/1879] lr: 4.145e-02, eta: 2 days, 4:57:54, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7133, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.8999 2021-07-10 19:38:50,431 - mmaction - INFO - Epoch [143][380/1879] lr: 4.145e-02, eta: 2 days, 4:57:36, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7211, loss_cls: 2.2939, loss: 2.2939, grad_norm: 2.9060 2021-07-10 19:39:07,322 - mmaction - INFO - Epoch [143][400/1879] lr: 4.145e-02, eta: 2 days, 4:57:17, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7184, loss_cls: 2.2772, loss: 2.2772, grad_norm: 2.8735 2021-07-10 19:39:24,389 - mmaction - INFO - Epoch [143][420/1879] lr: 4.145e-02, eta: 2 days, 4:56:59, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7043, loss_cls: 2.3676, loss: 2.3676, grad_norm: 2.9117 2021-07-10 19:39:41,397 - mmaction - INFO - Epoch [143][440/1879] lr: 4.145e-02, eta: 2 days, 4:56:40, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6832, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.8402 2021-07-10 19:39:58,449 - mmaction - INFO - Epoch [143][460/1879] lr: 4.145e-02, eta: 2 days, 4:56:22, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7066, loss_cls: 2.3160, loss: 2.3160, grad_norm: 2.8451 2021-07-10 19:40:15,580 - mmaction - INFO - Epoch [143][480/1879] lr: 4.145e-02, eta: 2 days, 4:56:04, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.8704 2021-07-10 19:40:32,394 - mmaction - INFO - Epoch [143][500/1879] lr: 4.145e-02, eta: 2 days, 4:55:45, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7035, loss_cls: 2.3073, loss: 2.3073, grad_norm: 2.8954 2021-07-10 19:40:49,341 - mmaction - INFO - Epoch [143][520/1879] lr: 4.145e-02, eta: 2 days, 4:55:26, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7000, loss_cls: 2.4320, loss: 2.4320, grad_norm: 2.8821 2021-07-10 19:41:06,295 - mmaction - INFO - Epoch [143][540/1879] lr: 4.145e-02, eta: 2 days, 4:55:08, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7148, loss_cls: 2.3642, loss: 2.3642, grad_norm: 2.8508 2021-07-10 19:41:23,313 - mmaction - INFO - Epoch [143][560/1879] lr: 4.145e-02, eta: 2 days, 4:54:49, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7113, loss_cls: 2.3131, loss: 2.3131, grad_norm: 2.8818 2021-07-10 19:41:40,277 - mmaction - INFO - Epoch [143][580/1879] lr: 4.145e-02, eta: 2 days, 4:54:31, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7066, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.8701 2021-07-10 19:41:57,152 - mmaction - INFO - Epoch [143][600/1879] lr: 4.145e-02, eta: 2 days, 4:54:12, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7184, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.9169 2021-07-10 19:42:14,088 - mmaction - INFO - Epoch [143][620/1879] lr: 4.145e-02, eta: 2 days, 4:53:54, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6980, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.9356 2021-07-10 19:42:31,124 - mmaction - INFO - Epoch [143][640/1879] lr: 4.145e-02, eta: 2 days, 4:53:35, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.3432, loss: 2.3432, grad_norm: 2.8693 2021-07-10 19:42:48,059 - mmaction - INFO - Epoch [143][660/1879] lr: 4.145e-02, eta: 2 days, 4:53:17, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6906, loss_cls: 2.4249, loss: 2.4249, grad_norm: 2.9348 2021-07-10 19:43:04,999 - mmaction - INFO - Epoch [143][680/1879] lr: 4.145e-02, eta: 2 days, 4:52:58, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6984, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.8657 2021-07-10 19:43:21,968 - mmaction - INFO - Epoch [143][700/1879] lr: 4.145e-02, eta: 2 days, 4:52:40, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7035, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.8614 2021-07-10 19:43:38,906 - mmaction - INFO - Epoch [143][720/1879] lr: 4.145e-02, eta: 2 days, 4:52:21, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.2850, loss: 2.2850, grad_norm: 2.7992 2021-07-10 19:43:55,827 - mmaction - INFO - Epoch [143][740/1879] lr: 4.145e-02, eta: 2 days, 4:52:03, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.6984, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.9135 2021-07-10 19:44:13,051 - mmaction - INFO - Epoch [143][760/1879] lr: 4.145e-02, eta: 2 days, 4:51:44, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.6945, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.8758 2021-07-10 19:44:30,117 - mmaction - INFO - Epoch [143][780/1879] lr: 4.145e-02, eta: 2 days, 4:51:26, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7004, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.8537 2021-07-10 19:44:47,062 - mmaction - INFO - Epoch [143][800/1879] lr: 4.145e-02, eta: 2 days, 4:51:07, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6988, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.9267 2021-07-10 19:45:04,119 - mmaction - INFO - Epoch [143][820/1879] lr: 4.145e-02, eta: 2 days, 4:50:49, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.3477, loss: 2.3477, grad_norm: 2.8593 2021-07-10 19:45:21,079 - mmaction - INFO - Epoch [143][840/1879] lr: 4.145e-02, eta: 2 days, 4:50:30, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6902, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.8282 2021-07-10 19:45:38,119 - mmaction - INFO - Epoch [143][860/1879] lr: 4.145e-02, eta: 2 days, 4:50:12, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6977, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.8462 2021-07-10 19:45:55,045 - mmaction - INFO - Epoch [143][880/1879] lr: 4.145e-02, eta: 2 days, 4:49:53, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7184, loss_cls: 2.3884, loss: 2.3884, grad_norm: 2.9454 2021-07-10 19:46:12,122 - mmaction - INFO - Epoch [143][900/1879] lr: 4.145e-02, eta: 2 days, 4:49:35, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6789, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.9328 2021-07-10 19:46:29,167 - mmaction - INFO - Epoch [143][920/1879] lr: 4.145e-02, eta: 2 days, 4:49:16, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4688, top5_acc: 0.6973, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.8735 2021-07-10 19:46:46,250 - mmaction - INFO - Epoch [143][940/1879] lr: 4.145e-02, eta: 2 days, 4:48:58, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7004, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.9183 2021-07-10 19:47:03,344 - mmaction - INFO - Epoch [143][960/1879] lr: 4.145e-02, eta: 2 days, 4:48:39, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6949, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.8880 2021-07-10 19:47:20,255 - mmaction - INFO - Epoch [143][980/1879] lr: 4.145e-02, eta: 2 days, 4:48:21, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7195, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.7919 2021-07-10 19:47:37,093 - mmaction - INFO - Epoch [143][1000/1879] lr: 4.145e-02, eta: 2 days, 4:48:02, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7223, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.8812 2021-07-10 19:47:54,212 - mmaction - INFO - Epoch [143][1020/1879] lr: 4.145e-02, eta: 2 days, 4:47:44, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4672, top5_acc: 0.6961, loss_cls: 2.3611, loss: 2.3611, grad_norm: 2.8627 2021-07-10 19:48:11,065 - mmaction - INFO - Epoch [143][1040/1879] lr: 4.145e-02, eta: 2 days, 4:47:25, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7098, loss_cls: 2.3679, loss: 2.3679, grad_norm: 2.8559 2021-07-10 19:48:28,059 - mmaction - INFO - Epoch [143][1060/1879] lr: 4.145e-02, eta: 2 days, 4:47:07, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7230, loss_cls: 2.2996, loss: 2.2996, grad_norm: 2.8494 2021-07-10 19:48:44,978 - mmaction - INFO - Epoch [143][1080/1879] lr: 4.145e-02, eta: 2 days, 4:46:48, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6883, loss_cls: 2.4349, loss: 2.4349, grad_norm: 2.9597 2021-07-10 19:49:02,001 - mmaction - INFO - Epoch [143][1100/1879] lr: 4.145e-02, eta: 2 days, 4:46:30, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6973, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.9483 2021-07-10 19:49:18,966 - mmaction - INFO - Epoch [143][1120/1879] lr: 4.145e-02, eta: 2 days, 4:46:11, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6930, loss_cls: 2.4094, loss: 2.4094, grad_norm: 2.9287 2021-07-10 19:49:36,094 - mmaction - INFO - Epoch [143][1140/1879] lr: 4.145e-02, eta: 2 days, 4:45:53, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6898, loss_cls: 2.4167, loss: 2.4167, grad_norm: 2.9641 2021-07-10 19:49:53,194 - mmaction - INFO - Epoch [143][1160/1879] lr: 4.145e-02, eta: 2 days, 4:45:34, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6895, loss_cls: 2.4412, loss: 2.4412, grad_norm: 2.9333 2021-07-10 19:50:10,150 - mmaction - INFO - Epoch [143][1180/1879] lr: 4.145e-02, eta: 2 days, 4:45:16, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6918, loss_cls: 2.4259, loss: 2.4259, grad_norm: 2.8576 2021-07-10 19:50:27,255 - mmaction - INFO - Epoch [143][1200/1879] lr: 4.145e-02, eta: 2 days, 4:44:58, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6934, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.8374 2021-07-10 19:50:44,288 - mmaction - INFO - Epoch [143][1220/1879] lr: 4.145e-02, eta: 2 days, 4:44:39, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7051, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.8893 2021-07-10 19:51:01,396 - mmaction - INFO - Epoch [143][1240/1879] lr: 4.145e-02, eta: 2 days, 4:44:21, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7145, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.8366 2021-07-10 19:51:18,456 - mmaction - INFO - Epoch [143][1260/1879] lr: 4.145e-02, eta: 2 days, 4:44:02, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7051, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.8781 2021-07-10 19:51:35,577 - mmaction - INFO - Epoch [143][1280/1879] lr: 4.145e-02, eta: 2 days, 4:43:44, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.6984, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.9044 2021-07-10 19:51:52,536 - mmaction - INFO - Epoch [143][1300/1879] lr: 4.145e-02, eta: 2 days, 4:43:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7121, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.8944 2021-07-10 19:52:09,560 - mmaction - INFO - Epoch [143][1320/1879] lr: 4.145e-02, eta: 2 days, 4:43:07, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.6980, loss_cls: 2.3867, loss: 2.3867, grad_norm: 2.8737 2021-07-10 19:52:26,491 - mmaction - INFO - Epoch [143][1340/1879] lr: 4.145e-02, eta: 2 days, 4:42:48, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7012, loss_cls: 2.3890, loss: 2.3890, grad_norm: 2.9542 2021-07-10 19:52:43,482 - mmaction - INFO - Epoch [143][1360/1879] lr: 4.145e-02, eta: 2 days, 4:42:30, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6969, loss_cls: 2.3993, loss: 2.3993, grad_norm: 2.9352 2021-07-10 19:53:00,432 - mmaction - INFO - Epoch [143][1380/1879] lr: 4.145e-02, eta: 2 days, 4:42:11, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7016, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.9362 2021-07-10 19:53:17,482 - mmaction - INFO - Epoch [143][1400/1879] lr: 4.145e-02, eta: 2 days, 4:41:53, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7051, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.8778 2021-07-10 19:53:34,617 - mmaction - INFO - Epoch [143][1420/1879] lr: 4.145e-02, eta: 2 days, 4:41:34, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6945, loss_cls: 2.4053, loss: 2.4053, grad_norm: 2.9057 2021-07-10 19:53:51,622 - mmaction - INFO - Epoch [143][1440/1879] lr: 4.145e-02, eta: 2 days, 4:41:16, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6937, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.8446 2021-07-10 19:54:08,703 - mmaction - INFO - Epoch [143][1460/1879] lr: 4.145e-02, eta: 2 days, 4:40:58, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7059, loss_cls: 2.3614, loss: 2.3614, grad_norm: 2.8433 2021-07-10 19:54:25,679 - mmaction - INFO - Epoch [143][1480/1879] lr: 4.145e-02, eta: 2 days, 4:40:39, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7016, loss_cls: 2.3459, loss: 2.3459, grad_norm: 2.8618 2021-07-10 19:54:42,696 - mmaction - INFO - Epoch [143][1500/1879] lr: 4.145e-02, eta: 2 days, 4:40:21, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.8921 2021-07-10 19:54:59,762 - mmaction - INFO - Epoch [143][1520/1879] lr: 4.145e-02, eta: 2 days, 4:40:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.9282 2021-07-10 19:55:16,618 - mmaction - INFO - Epoch [143][1540/1879] lr: 4.145e-02, eta: 2 days, 4:39:43, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7059, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.8906 2021-07-10 19:55:33,617 - mmaction - INFO - Epoch [143][1560/1879] lr: 4.145e-02, eta: 2 days, 4:39:25, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7047, loss_cls: 2.3890, loss: 2.3890, grad_norm: 2.9047 2021-07-10 19:55:50,602 - mmaction - INFO - Epoch [143][1580/1879] lr: 4.145e-02, eta: 2 days, 4:39:07, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3476, loss: 2.3476, grad_norm: 2.8838 2021-07-10 19:56:07,792 - mmaction - INFO - Epoch [143][1600/1879] lr: 4.145e-02, eta: 2 days, 4:38:48, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.9032 2021-07-10 19:56:24,666 - mmaction - INFO - Epoch [143][1620/1879] lr: 4.145e-02, eta: 2 days, 4:38:30, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7008, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.9357 2021-07-10 19:56:41,734 - mmaction - INFO - Epoch [143][1640/1879] lr: 4.145e-02, eta: 2 days, 4:38:11, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7078, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.8716 2021-07-10 19:56:58,730 - mmaction - INFO - Epoch [143][1660/1879] lr: 4.145e-02, eta: 2 days, 4:37:53, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.8813 2021-07-10 19:57:15,918 - mmaction - INFO - Epoch [143][1680/1879] lr: 4.145e-02, eta: 2 days, 4:37:34, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6945, loss_cls: 2.4189, loss: 2.4189, grad_norm: 2.9271 2021-07-10 19:57:32,882 - mmaction - INFO - Epoch [143][1700/1879] lr: 4.145e-02, eta: 2 days, 4:37:16, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7004, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.9617 2021-07-10 19:57:49,883 - mmaction - INFO - Epoch [143][1720/1879] lr: 4.145e-02, eta: 2 days, 4:36:57, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6992, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.8841 2021-07-10 19:58:06,859 - mmaction - INFO - Epoch [143][1740/1879] lr: 4.145e-02, eta: 2 days, 4:36:39, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6957, loss_cls: 2.4141, loss: 2.4141, grad_norm: 2.8678 2021-07-10 19:58:23,930 - mmaction - INFO - Epoch [143][1760/1879] lr: 4.145e-02, eta: 2 days, 4:36:20, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3101, loss: 2.3101, grad_norm: 2.9088 2021-07-10 19:58:40,891 - mmaction - INFO - Epoch [143][1780/1879] lr: 4.145e-02, eta: 2 days, 4:36:02, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7020, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.8706 2021-07-10 19:58:57,634 - mmaction - INFO - Epoch [143][1800/1879] lr: 4.145e-02, eta: 2 days, 4:35:43, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7184, loss_cls: 2.3250, loss: 2.3250, grad_norm: 2.9148 2021-07-10 19:59:14,645 - mmaction - INFO - Epoch [143][1820/1879] lr: 4.145e-02, eta: 2 days, 4:35:25, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7211, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.8491 2021-07-10 19:59:31,509 - mmaction - INFO - Epoch [143][1840/1879] lr: 4.145e-02, eta: 2 days, 4:35:06, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6941, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.8985 2021-07-10 19:59:48,443 - mmaction - INFO - Epoch [143][1860/1879] lr: 4.145e-02, eta: 2 days, 4:34:48, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6996, loss_cls: 2.4075, loss: 2.4075, grad_norm: 2.8613 2021-07-10 20:00:16,979 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 20:00:16,984 - mmaction - INFO - 106 BN found 2021-07-10 20:04:52,879 - mmaction - INFO - BN stats updated 2021-07-10 20:06:56,522 - mmaction - INFO - Epoch [144][20/1879] lr: 4.085e-02, eta: 2 days, 4:35:21, time: 6.079, data_time: 5.172, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7027, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.8497 2021-07-10 20:07:13,168 - mmaction - INFO - Epoch [144][40/1879] lr: 4.085e-02, eta: 2 days, 4:35:03, time: 0.832, data_time: 0.009, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7098, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.8752 2021-07-10 20:07:29,671 - mmaction - INFO - Epoch [144][60/1879] lr: 4.085e-02, eta: 2 days, 4:34:44, time: 0.824, data_time: 0.003, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7129, loss_cls: 2.3246, loss: 2.3246, grad_norm: 2.8613 2021-07-10 20:07:46,270 - mmaction - INFO - Epoch [144][80/1879] lr: 4.085e-02, eta: 2 days, 4:34:25, time: 0.830, data_time: 0.006, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.8449 2021-07-10 20:08:02,815 - mmaction - INFO - Epoch [144][100/1879] lr: 4.085e-02, eta: 2 days, 4:34:06, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7082, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.9216 2021-07-10 20:08:19,562 - mmaction - INFO - Epoch [144][120/1879] lr: 4.085e-02, eta: 2 days, 4:33:47, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6824, loss_cls: 2.4260, loss: 2.4260, grad_norm: 2.9379 2021-07-10 20:08:36,153 - mmaction - INFO - Epoch [144][140/1879] lr: 4.085e-02, eta: 2 days, 4:33:29, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6934, loss_cls: 2.3581, loss: 2.3581, grad_norm: 2.8848 2021-07-10 20:08:53,030 - mmaction - INFO - Epoch [144][160/1879] lr: 4.085e-02, eta: 2 days, 4:33:10, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6934, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.9145 2021-07-10 20:09:09,765 - mmaction - INFO - Epoch [144][180/1879] lr: 4.085e-02, eta: 2 days, 4:32:51, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7004, loss_cls: 2.3675, loss: 2.3675, grad_norm: 2.8784 2021-07-10 20:09:26,651 - mmaction - INFO - Epoch [144][200/1879] lr: 4.085e-02, eta: 2 days, 4:32:33, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.3030, loss: 2.3030, grad_norm: 2.9314 2021-07-10 20:09:43,555 - mmaction - INFO - Epoch [144][220/1879] lr: 4.085e-02, eta: 2 days, 4:32:14, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6980, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.8677 2021-07-10 20:10:00,568 - mmaction - INFO - Epoch [144][240/1879] lr: 4.085e-02, eta: 2 days, 4:31:56, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7020, loss_cls: 2.3710, loss: 2.3710, grad_norm: 2.9128 2021-07-10 20:10:17,615 - mmaction - INFO - Epoch [144][260/1879] lr: 4.085e-02, eta: 2 days, 4:31:37, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7090, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.8803 2021-07-10 20:10:34,520 - mmaction - INFO - Epoch [144][280/1879] lr: 4.085e-02, eta: 2 days, 4:31:19, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7008, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.9038 2021-07-10 20:10:51,495 - mmaction - INFO - Epoch [144][300/1879] lr: 4.085e-02, eta: 2 days, 4:31:00, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3777, loss: 2.3777, grad_norm: 2.8838 2021-07-10 20:11:08,474 - mmaction - INFO - Epoch [144][320/1879] lr: 4.085e-02, eta: 2 days, 4:30:42, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7012, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.9244 2021-07-10 20:11:25,345 - mmaction - INFO - Epoch [144][340/1879] lr: 4.085e-02, eta: 2 days, 4:30:23, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2959, loss: 2.2959, grad_norm: 2.8524 2021-07-10 20:11:42,336 - mmaction - INFO - Epoch [144][360/1879] lr: 4.085e-02, eta: 2 days, 4:30:05, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.8782 2021-07-10 20:11:59,661 - mmaction - INFO - Epoch [144][380/1879] lr: 4.085e-02, eta: 2 days, 4:29:46, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6992, loss_cls: 2.3890, loss: 2.3890, grad_norm: 2.9248 2021-07-10 20:12:16,608 - mmaction - INFO - Epoch [144][400/1879] lr: 4.085e-02, eta: 2 days, 4:29:28, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7039, loss_cls: 2.3915, loss: 2.3915, grad_norm: 2.8935 2021-07-10 20:12:33,715 - mmaction - INFO - Epoch [144][420/1879] lr: 4.085e-02, eta: 2 days, 4:29:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7105, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.8930 2021-07-10 20:12:50,681 - mmaction - INFO - Epoch [144][440/1879] lr: 4.085e-02, eta: 2 days, 4:28:51, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7051, loss_cls: 2.3826, loss: 2.3826, grad_norm: 2.8924 2021-07-10 20:13:07,614 - mmaction - INFO - Epoch [144][460/1879] lr: 4.085e-02, eta: 2 days, 4:28:32, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7082, loss_cls: 2.3766, loss: 2.3766, grad_norm: 2.9302 2021-07-10 20:13:24,489 - mmaction - INFO - Epoch [144][480/1879] lr: 4.085e-02, eta: 2 days, 4:28:14, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7070, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.9753 2021-07-10 20:13:41,735 - mmaction - INFO - Epoch [144][500/1879] lr: 4.085e-02, eta: 2 days, 4:27:55, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6977, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.8742 2021-07-10 20:13:58,870 - mmaction - INFO - Epoch [144][520/1879] lr: 4.085e-02, eta: 2 days, 4:27:37, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7027, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.8879 2021-07-10 20:14:16,066 - mmaction - INFO - Epoch [144][540/1879] lr: 4.085e-02, eta: 2 days, 4:27:19, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7066, loss_cls: 2.3384, loss: 2.3384, grad_norm: 2.8684 2021-07-10 20:14:33,136 - mmaction - INFO - Epoch [144][560/1879] lr: 4.085e-02, eta: 2 days, 4:27:00, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7086, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.9112 2021-07-10 20:14:50,331 - mmaction - INFO - Epoch [144][580/1879] lr: 4.085e-02, eta: 2 days, 4:26:42, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7082, loss_cls: 2.3361, loss: 2.3361, grad_norm: 2.8744 2021-07-10 20:15:07,359 - mmaction - INFO - Epoch [144][600/1879] lr: 4.085e-02, eta: 2 days, 4:26:24, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7059, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.9446 2021-07-10 20:15:24,623 - mmaction - INFO - Epoch [144][620/1879] lr: 4.085e-02, eta: 2 days, 4:26:05, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7082, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.8784 2021-07-10 20:15:41,696 - mmaction - INFO - Epoch [144][640/1879] lr: 4.085e-02, eta: 2 days, 4:25:47, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6785, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.9091 2021-07-10 20:15:58,652 - mmaction - INFO - Epoch [144][660/1879] lr: 4.085e-02, eta: 2 days, 4:25:28, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.3215, loss: 2.3215, grad_norm: 2.9048 2021-07-10 20:16:15,524 - mmaction - INFO - Epoch [144][680/1879] lr: 4.085e-02, eta: 2 days, 4:25:10, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.8946 2021-07-10 20:16:32,598 - mmaction - INFO - Epoch [144][700/1879] lr: 4.085e-02, eta: 2 days, 4:24:51, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4664, top5_acc: 0.6937, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.8753 2021-07-10 20:16:49,685 - mmaction - INFO - Epoch [144][720/1879] lr: 4.085e-02, eta: 2 days, 4:24:33, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7000, loss_cls: 2.3562, loss: 2.3562, grad_norm: 2.9047 2021-07-10 20:17:06,811 - mmaction - INFO - Epoch [144][740/1879] lr: 4.085e-02, eta: 2 days, 4:24:14, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7047, loss_cls: 2.3500, loss: 2.3500, grad_norm: 2.9421 2021-07-10 20:17:23,511 - mmaction - INFO - Epoch [144][760/1879] lr: 4.085e-02, eta: 2 days, 4:23:56, time: 0.838, data_time: 0.006, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6949, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.9284 2021-07-10 20:17:40,694 - mmaction - INFO - Epoch [144][780/1879] lr: 4.085e-02, eta: 2 days, 4:23:37, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7105, loss_cls: 2.3415, loss: 2.3415, grad_norm: 2.8724 2021-07-10 20:17:57,909 - mmaction - INFO - Epoch [144][800/1879] lr: 4.085e-02, eta: 2 days, 4:23:19, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7219, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.9324 2021-07-10 20:18:14,776 - mmaction - INFO - Epoch [144][820/1879] lr: 4.085e-02, eta: 2 days, 4:23:00, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6965, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.9217 2021-07-10 20:18:31,936 - mmaction - INFO - Epoch [144][840/1879] lr: 4.085e-02, eta: 2 days, 4:22:42, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.8647 2021-07-10 20:18:49,084 - mmaction - INFO - Epoch [144][860/1879] lr: 4.085e-02, eta: 2 days, 4:22:24, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7043, loss_cls: 2.4069, loss: 2.4069, grad_norm: 2.9268 2021-07-10 20:19:06,208 - mmaction - INFO - Epoch [144][880/1879] lr: 4.085e-02, eta: 2 days, 4:22:05, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7074, loss_cls: 2.3569, loss: 2.3569, grad_norm: 2.8848 2021-07-10 20:19:23,231 - mmaction - INFO - Epoch [144][900/1879] lr: 4.085e-02, eta: 2 days, 4:21:47, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7168, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.8660 2021-07-10 20:19:40,391 - mmaction - INFO - Epoch [144][920/1879] lr: 4.085e-02, eta: 2 days, 4:21:29, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6988, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.9066 2021-07-10 20:19:57,495 - mmaction - INFO - Epoch [144][940/1879] lr: 4.085e-02, eta: 2 days, 4:21:10, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.7082, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.9510 2021-07-10 20:20:14,328 - mmaction - INFO - Epoch [144][960/1879] lr: 4.085e-02, eta: 2 days, 4:20:52, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2946, loss: 2.2946, grad_norm: 2.8863 2021-07-10 20:20:31,374 - mmaction - INFO - Epoch [144][980/1879] lr: 4.085e-02, eta: 2 days, 4:20:33, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7000, loss_cls: 2.3652, loss: 2.3652, grad_norm: 2.9092 2021-07-10 20:20:48,499 - mmaction - INFO - Epoch [144][1000/1879] lr: 4.085e-02, eta: 2 days, 4:20:15, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6945, loss_cls: 2.3826, loss: 2.3826, grad_norm: 2.8312 2021-07-10 20:21:05,550 - mmaction - INFO - Epoch [144][1020/1879] lr: 4.085e-02, eta: 2 days, 4:19:56, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6887, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.8670 2021-07-10 20:21:22,533 - mmaction - INFO - Epoch [144][1040/1879] lr: 4.085e-02, eta: 2 days, 4:19:38, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7121, loss_cls: 2.2904, loss: 2.2904, grad_norm: 2.8008 2021-07-10 20:21:39,692 - mmaction - INFO - Epoch [144][1060/1879] lr: 4.085e-02, eta: 2 days, 4:19:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7176, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.8533 2021-07-10 20:21:56,783 - mmaction - INFO - Epoch [144][1080/1879] lr: 4.085e-02, eta: 2 days, 4:19:01, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7094, loss_cls: 2.3577, loss: 2.3577, grad_norm: 2.8936 2021-07-10 20:22:13,881 - mmaction - INFO - Epoch [144][1100/1879] lr: 4.085e-02, eta: 2 days, 4:18:43, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7172, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.8633 2021-07-10 20:22:30,978 - mmaction - INFO - Epoch [144][1120/1879] lr: 4.085e-02, eta: 2 days, 4:18:24, time: 0.854, data_time: 0.000, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7051, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.9243 2021-07-10 20:22:48,045 - mmaction - INFO - Epoch [144][1140/1879] lr: 4.085e-02, eta: 2 days, 4:18:06, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7145, loss_cls: 2.3186, loss: 2.3186, grad_norm: 2.9166 2021-07-10 20:23:05,234 - mmaction - INFO - Epoch [144][1160/1879] lr: 4.085e-02, eta: 2 days, 4:17:47, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4719, top5_acc: 0.6930, loss_cls: 2.3524, loss: 2.3524, grad_norm: 2.9497 2021-07-10 20:23:22,391 - mmaction - INFO - Epoch [144][1180/1879] lr: 4.085e-02, eta: 2 days, 4:17:29, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4688, top5_acc: 0.6973, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.9634 2021-07-10 20:23:39,432 - mmaction - INFO - Epoch [144][1200/1879] lr: 4.085e-02, eta: 2 days, 4:17:11, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6937, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.9359 2021-07-10 20:23:56,552 - mmaction - INFO - Epoch [144][1220/1879] lr: 4.085e-02, eta: 2 days, 4:16:52, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.9158 2021-07-10 20:24:13,618 - mmaction - INFO - Epoch [144][1240/1879] lr: 4.085e-02, eta: 2 days, 4:16:34, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7129, loss_cls: 2.3417, loss: 2.3417, grad_norm: 2.8493 2021-07-10 20:24:30,693 - mmaction - INFO - Epoch [144][1260/1879] lr: 4.085e-02, eta: 2 days, 4:16:15, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7063, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.8299 2021-07-10 20:24:47,844 - mmaction - INFO - Epoch [144][1280/1879] lr: 4.085e-02, eta: 2 days, 4:15:57, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.8694 2021-07-10 20:25:04,974 - mmaction - INFO - Epoch [144][1300/1879] lr: 4.085e-02, eta: 2 days, 4:15:39, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.3396, loss: 2.3396, grad_norm: 2.8780 2021-07-10 20:25:21,981 - mmaction - INFO - Epoch [144][1320/1879] lr: 4.085e-02, eta: 2 days, 4:15:20, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7109, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.9457 2021-07-10 20:25:39,222 - mmaction - INFO - Epoch [144][1340/1879] lr: 4.085e-02, eta: 2 days, 4:15:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6914, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.9056 2021-07-10 20:25:56,295 - mmaction - INFO - Epoch [144][1360/1879] lr: 4.085e-02, eta: 2 days, 4:14:43, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7051, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.7862 2021-07-10 20:26:13,655 - mmaction - INFO - Epoch [144][1380/1879] lr: 4.085e-02, eta: 2 days, 4:14:25, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.3928, loss: 2.3928, grad_norm: 2.8725 2021-07-10 20:26:30,615 - mmaction - INFO - Epoch [144][1400/1879] lr: 4.085e-02, eta: 2 days, 4:14:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.6984, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.9428 2021-07-10 20:26:47,790 - mmaction - INFO - Epoch [144][1420/1879] lr: 4.085e-02, eta: 2 days, 4:13:48, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7039, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.9390 2021-07-10 20:27:04,949 - mmaction - INFO - Epoch [144][1440/1879] lr: 4.085e-02, eta: 2 days, 4:13:30, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.8927 2021-07-10 20:27:22,052 - mmaction - INFO - Epoch [144][1460/1879] lr: 4.085e-02, eta: 2 days, 4:13:12, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6934, loss_cls: 2.4023, loss: 2.4023, grad_norm: 2.8082 2021-07-10 20:27:39,034 - mmaction - INFO - Epoch [144][1480/1879] lr: 4.085e-02, eta: 2 days, 4:12:53, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7035, loss_cls: 2.3626, loss: 2.3626, grad_norm: 2.8482 2021-07-10 20:27:55,944 - mmaction - INFO - Epoch [144][1500/1879] lr: 4.085e-02, eta: 2 days, 4:12:35, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7070, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.8667 2021-07-10 20:28:13,127 - mmaction - INFO - Epoch [144][1520/1879] lr: 4.085e-02, eta: 2 days, 4:12:16, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3226, loss: 2.3226, grad_norm: 2.9168 2021-07-10 20:28:30,182 - mmaction - INFO - Epoch [144][1540/1879] lr: 4.085e-02, eta: 2 days, 4:11:58, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7082, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.9067 2021-07-10 20:28:47,175 - mmaction - INFO - Epoch [144][1560/1879] lr: 4.085e-02, eta: 2 days, 4:11:39, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7129, loss_cls: 2.3099, loss: 2.3099, grad_norm: 2.8107 2021-07-10 20:29:04,152 - mmaction - INFO - Epoch [144][1580/1879] lr: 4.085e-02, eta: 2 days, 4:11:21, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6957, loss_cls: 2.3972, loss: 2.3972, grad_norm: 2.9673 2021-07-10 20:29:21,213 - mmaction - INFO - Epoch [144][1600/1879] lr: 4.085e-02, eta: 2 days, 4:11:02, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6820, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.9616 2021-07-10 20:29:38,157 - mmaction - INFO - Epoch [144][1620/1879] lr: 4.085e-02, eta: 2 days, 4:10:44, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6941, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.8966 2021-07-10 20:29:54,974 - mmaction - INFO - Epoch [144][1640/1879] lr: 4.085e-02, eta: 2 days, 4:10:25, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.8467 2021-07-10 20:30:12,102 - mmaction - INFO - Epoch [144][1660/1879] lr: 4.085e-02, eta: 2 days, 4:10:07, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7055, loss_cls: 2.3773, loss: 2.3773, grad_norm: 2.8995 2021-07-10 20:30:29,068 - mmaction - INFO - Epoch [144][1680/1879] lr: 4.085e-02, eta: 2 days, 4:09:48, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3678, loss: 2.3678, grad_norm: 2.9611 2021-07-10 20:30:46,046 - mmaction - INFO - Epoch [144][1700/1879] lr: 4.085e-02, eta: 2 days, 4:09:30, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.8075 2021-07-10 20:31:03,148 - mmaction - INFO - Epoch [144][1720/1879] lr: 4.085e-02, eta: 2 days, 4:09:11, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7016, loss_cls: 2.3020, loss: 2.3020, grad_norm: 2.7688 2021-07-10 20:31:20,190 - mmaction - INFO - Epoch [144][1740/1879] lr: 4.085e-02, eta: 2 days, 4:08:53, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7066, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.8976 2021-07-10 20:31:37,205 - mmaction - INFO - Epoch [144][1760/1879] lr: 4.085e-02, eta: 2 days, 4:08:35, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7020, loss_cls: 2.3560, loss: 2.3560, grad_norm: 2.9437 2021-07-10 20:31:54,291 - mmaction - INFO - Epoch [144][1780/1879] lr: 4.085e-02, eta: 2 days, 4:08:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7051, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.9139 2021-07-10 20:32:11,447 - mmaction - INFO - Epoch [144][1800/1879] lr: 4.085e-02, eta: 2 days, 4:07:58, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7199, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.8728 2021-07-10 20:32:28,348 - mmaction - INFO - Epoch [144][1820/1879] lr: 4.085e-02, eta: 2 days, 4:07:39, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7008, loss_cls: 2.3647, loss: 2.3647, grad_norm: 2.8309 2021-07-10 20:32:45,616 - mmaction - INFO - Epoch [144][1840/1879] lr: 4.085e-02, eta: 2 days, 4:07:21, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6902, loss_cls: 2.4389, loss: 2.4389, grad_norm: 2.9261 2021-07-10 20:33:02,669 - mmaction - INFO - Epoch [144][1860/1879] lr: 4.085e-02, eta: 2 days, 4:07:03, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7020, loss_cls: 2.4019, loss: 2.4019, grad_norm: 2.8956 2021-07-10 20:33:29,472 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 20:33:29,483 - mmaction - INFO - 106 BN found 2021-07-10 20:38:04,153 - mmaction - INFO - BN stats updated 2021-07-10 20:38:06,168 - mmaction - INFO - Saving checkpoint at 144 epochs 2021-07-10 20:40:16,506 - mmaction - INFO - Epoch [145][20/1879] lr: 4.025e-02, eta: 2 days, 4:07:41, time: 6.478, data_time: 5.552, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7105, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.9019 2021-07-10 20:40:32,964 - mmaction - INFO - Epoch [145][40/1879] lr: 4.025e-02, eta: 2 days, 4:07:23, time: 0.824, data_time: 0.006, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7043, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.8118 2021-07-10 20:40:49,497 - mmaction - INFO - Epoch [145][60/1879] lr: 4.025e-02, eta: 2 days, 4:07:04, time: 0.824, data_time: 0.006, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6953, loss_cls: 2.3672, loss: 2.3672, grad_norm: 2.8241 2021-07-10 20:41:06,164 - mmaction - INFO - Epoch [145][80/1879] lr: 4.025e-02, eta: 2 days, 4:06:45, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7191, loss_cls: 2.3064, loss: 2.3064, grad_norm: 2.9516 2021-07-10 20:41:22,695 - mmaction - INFO - Epoch [145][100/1879] lr: 4.025e-02, eta: 2 days, 4:06:26, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6992, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.9524 2021-07-10 20:41:39,479 - mmaction - INFO - Epoch [145][120/1879] lr: 4.025e-02, eta: 2 days, 4:06:07, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7121, loss_cls: 2.3004, loss: 2.3004, grad_norm: 2.9550 2021-07-10 20:41:56,333 - mmaction - INFO - Epoch [145][140/1879] lr: 4.025e-02, eta: 2 days, 4:05:49, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.3784, loss: 2.3784, grad_norm: 2.8857 2021-07-10 20:42:13,246 - mmaction - INFO - Epoch [145][160/1879] lr: 4.025e-02, eta: 2 days, 4:05:30, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.3339, loss: 2.3339, grad_norm: 2.8658 2021-07-10 20:42:30,056 - mmaction - INFO - Epoch [145][180/1879] lr: 4.025e-02, eta: 2 days, 4:05:12, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7254, loss_cls: 2.2759, loss: 2.2759, grad_norm: 2.9476 2021-07-10 20:42:46,888 - mmaction - INFO - Epoch [145][200/1879] lr: 4.025e-02, eta: 2 days, 4:04:53, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7059, loss_cls: 2.3592, loss: 2.3592, grad_norm: 2.9189 2021-07-10 20:43:03,760 - mmaction - INFO - Epoch [145][220/1879] lr: 4.025e-02, eta: 2 days, 4:04:34, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7176, loss_cls: 2.2832, loss: 2.2832, grad_norm: 2.9306 2021-07-10 20:43:20,556 - mmaction - INFO - Epoch [145][240/1879] lr: 4.025e-02, eta: 2 days, 4:04:16, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7121, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.8895 2021-07-10 20:43:37,731 - mmaction - INFO - Epoch [145][260/1879] lr: 4.025e-02, eta: 2 days, 4:03:57, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2779, loss: 2.2779, grad_norm: 2.9223 2021-07-10 20:43:54,714 - mmaction - INFO - Epoch [145][280/1879] lr: 4.025e-02, eta: 2 days, 4:03:39, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6977, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.8383 2021-07-10 20:44:11,832 - mmaction - INFO - Epoch [145][300/1879] lr: 4.025e-02, eta: 2 days, 4:03:21, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.7920 2021-07-10 20:44:28,898 - mmaction - INFO - Epoch [145][320/1879] lr: 4.025e-02, eta: 2 days, 4:03:02, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4723, top5_acc: 0.6973, loss_cls: 2.3539, loss: 2.3539, grad_norm: 2.8822 2021-07-10 20:44:45,978 - mmaction - INFO - Epoch [145][340/1879] lr: 4.025e-02, eta: 2 days, 4:02:44, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7238, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.8689 2021-07-10 20:45:02,925 - mmaction - INFO - Epoch [145][360/1879] lr: 4.025e-02, eta: 2 days, 4:02:25, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7160, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.8937 2021-07-10 20:45:19,857 - mmaction - INFO - Epoch [145][380/1879] lr: 4.025e-02, eta: 2 days, 4:02:07, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7254, loss_cls: 2.2894, loss: 2.2894, grad_norm: 2.9206 2021-07-10 20:45:36,826 - mmaction - INFO - Epoch [145][400/1879] lr: 4.025e-02, eta: 2 days, 4:01:48, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.9786 2021-07-10 20:45:53,728 - mmaction - INFO - Epoch [145][420/1879] lr: 4.025e-02, eta: 2 days, 4:01:30, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3420, loss: 2.3420, grad_norm: 2.9221 2021-07-10 20:46:10,738 - mmaction - INFO - Epoch [145][440/1879] lr: 4.025e-02, eta: 2 days, 4:01:11, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6977, loss_cls: 2.4063, loss: 2.4063, grad_norm: 2.9367 2021-07-10 20:46:27,744 - mmaction - INFO - Epoch [145][460/1879] lr: 4.025e-02, eta: 2 days, 4:00:53, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6918, loss_cls: 2.3926, loss: 2.3926, grad_norm: 2.9097 2021-07-10 20:46:44,777 - mmaction - INFO - Epoch [145][480/1879] lr: 4.025e-02, eta: 2 days, 4:00:34, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7133, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.8923 2021-07-10 20:47:01,642 - mmaction - INFO - Epoch [145][500/1879] lr: 4.025e-02, eta: 2 days, 4:00:16, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.8935 2021-07-10 20:47:18,712 - mmaction - INFO - Epoch [145][520/1879] lr: 4.025e-02, eta: 2 days, 3:59:57, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7172, loss_cls: 2.2882, loss: 2.2882, grad_norm: 2.8950 2021-07-10 20:47:35,691 - mmaction - INFO - Epoch [145][540/1879] lr: 4.025e-02, eta: 2 days, 3:59:39, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3499, loss: 2.3499, grad_norm: 2.9266 2021-07-10 20:47:52,752 - mmaction - INFO - Epoch [145][560/1879] lr: 4.025e-02, eta: 2 days, 3:59:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7035, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.9043 2021-07-10 20:48:09,601 - mmaction - INFO - Epoch [145][580/1879] lr: 4.025e-02, eta: 2 days, 3:59:02, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7020, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.8869 2021-07-10 20:48:26,683 - mmaction - INFO - Epoch [145][600/1879] lr: 4.025e-02, eta: 2 days, 3:58:43, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7168, loss_cls: 2.2956, loss: 2.2956, grad_norm: 2.8951 2021-07-10 20:48:43,741 - mmaction - INFO - Epoch [145][620/1879] lr: 4.025e-02, eta: 2 days, 3:58:25, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6957, loss_cls: 2.3903, loss: 2.3903, grad_norm: 2.8558 2021-07-10 20:49:00,757 - mmaction - INFO - Epoch [145][640/1879] lr: 4.025e-02, eta: 2 days, 3:58:06, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.9062 2021-07-10 20:49:17,862 - mmaction - INFO - Epoch [145][660/1879] lr: 4.025e-02, eta: 2 days, 3:57:48, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7098, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.9030 2021-07-10 20:49:35,046 - mmaction - INFO - Epoch [145][680/1879] lr: 4.025e-02, eta: 2 days, 3:57:30, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7098, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.8467 2021-07-10 20:49:51,899 - mmaction - INFO - Epoch [145][700/1879] lr: 4.025e-02, eta: 2 days, 3:57:11, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7160, loss_cls: 2.3042, loss: 2.3042, grad_norm: 2.9180 2021-07-10 20:50:09,033 - mmaction - INFO - Epoch [145][720/1879] lr: 4.025e-02, eta: 2 days, 3:56:53, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.9561 2021-07-10 20:50:25,855 - mmaction - INFO - Epoch [145][740/1879] lr: 4.025e-02, eta: 2 days, 3:56:34, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7168, loss_cls: 2.3094, loss: 2.3094, grad_norm: 2.9054 2021-07-10 20:50:42,973 - mmaction - INFO - Epoch [145][760/1879] lr: 4.025e-02, eta: 2 days, 3:56:16, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4707, top5_acc: 0.6992, loss_cls: 2.3419, loss: 2.3419, grad_norm: 2.9031 2021-07-10 20:50:59,995 - mmaction - INFO - Epoch [145][780/1879] lr: 4.025e-02, eta: 2 days, 3:55:57, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6973, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.9568 2021-07-10 20:51:17,098 - mmaction - INFO - Epoch [145][800/1879] lr: 4.025e-02, eta: 2 days, 3:55:39, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6914, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.9588 2021-07-10 20:51:34,039 - mmaction - INFO - Epoch [145][820/1879] lr: 4.025e-02, eta: 2 days, 3:55:20, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.8908 2021-07-10 20:51:51,020 - mmaction - INFO - Epoch [145][840/1879] lr: 4.025e-02, eta: 2 days, 3:55:02, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7145, loss_cls: 2.3267, loss: 2.3267, grad_norm: 2.8915 2021-07-10 20:52:08,314 - mmaction - INFO - Epoch [145][860/1879] lr: 4.025e-02, eta: 2 days, 3:54:43, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7012, loss_cls: 2.3419, loss: 2.3419, grad_norm: 2.8801 2021-07-10 20:52:25,346 - mmaction - INFO - Epoch [145][880/1879] lr: 4.025e-02, eta: 2 days, 3:54:25, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.9246 2021-07-10 20:52:42,462 - mmaction - INFO - Epoch [145][900/1879] lr: 4.025e-02, eta: 2 days, 3:54:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.9526 2021-07-10 20:52:59,467 - mmaction - INFO - Epoch [145][920/1879] lr: 4.025e-02, eta: 2 days, 3:53:48, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3313, loss: 2.3313, grad_norm: 2.8962 2021-07-10 20:53:16,470 - mmaction - INFO - Epoch [145][940/1879] lr: 4.025e-02, eta: 2 days, 3:53:30, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7121, loss_cls: 2.3368, loss: 2.3368, grad_norm: 2.9827 2021-07-10 20:53:33,531 - mmaction - INFO - Epoch [145][960/1879] lr: 4.025e-02, eta: 2 days, 3:53:11, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.8750 2021-07-10 20:53:50,418 - mmaction - INFO - Epoch [145][980/1879] lr: 4.025e-02, eta: 2 days, 3:52:53, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4672, top5_acc: 0.6965, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.9357 2021-07-10 20:54:07,452 - mmaction - INFO - Epoch [145][1000/1879] lr: 4.025e-02, eta: 2 days, 3:52:34, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2968, loss: 2.2968, grad_norm: 2.9717 2021-07-10 20:54:24,442 - mmaction - INFO - Epoch [145][1020/1879] lr: 4.025e-02, eta: 2 days, 3:52:16, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6953, loss_cls: 2.4215, loss: 2.4215, grad_norm: 3.0066 2021-07-10 20:54:41,631 - mmaction - INFO - Epoch [145][1040/1879] lr: 4.025e-02, eta: 2 days, 3:51:57, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6949, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.8881 2021-07-10 20:54:58,852 - mmaction - INFO - Epoch [145][1060/1879] lr: 4.025e-02, eta: 2 days, 3:51:39, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6965, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.9031 2021-07-10 20:55:15,798 - mmaction - INFO - Epoch [145][1080/1879] lr: 4.025e-02, eta: 2 days, 3:51:21, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6941, loss_cls: 2.4389, loss: 2.4389, grad_norm: 2.9151 2021-07-10 20:55:32,944 - mmaction - INFO - Epoch [145][1100/1879] lr: 4.025e-02, eta: 2 days, 3:51:02, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7117, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.9264 2021-07-10 20:55:50,017 - mmaction - INFO - Epoch [145][1120/1879] lr: 4.025e-02, eta: 2 days, 3:50:44, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7176, loss_cls: 2.3336, loss: 2.3336, grad_norm: 2.9434 2021-07-10 20:56:07,204 - mmaction - INFO - Epoch [145][1140/1879] lr: 4.025e-02, eta: 2 days, 3:50:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7145, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.8767 2021-07-10 20:56:24,205 - mmaction - INFO - Epoch [145][1160/1879] lr: 4.025e-02, eta: 2 days, 3:50:07, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7207, loss_cls: 2.2628, loss: 2.2628, grad_norm: 2.9007 2021-07-10 20:56:41,472 - mmaction - INFO - Epoch [145][1180/1879] lr: 4.025e-02, eta: 2 days, 3:49:49, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7074, loss_cls: 2.3808, loss: 2.3808, grad_norm: 2.9814 2021-07-10 20:56:58,675 - mmaction - INFO - Epoch [145][1200/1879] lr: 4.025e-02, eta: 2 days, 3:49:31, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7012, loss_cls: 2.4178, loss: 2.4178, grad_norm: 2.9901 2021-07-10 20:57:15,915 - mmaction - INFO - Epoch [145][1220/1879] lr: 4.025e-02, eta: 2 days, 3:49:12, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7051, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.9446 2021-07-10 20:57:33,035 - mmaction - INFO - Epoch [145][1240/1879] lr: 4.025e-02, eta: 2 days, 3:48:54, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7207, loss_cls: 2.2813, loss: 2.2813, grad_norm: 2.8777 2021-07-10 20:57:50,160 - mmaction - INFO - Epoch [145][1260/1879] lr: 4.025e-02, eta: 2 days, 3:48:35, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7047, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.9299 2021-07-10 20:58:07,204 - mmaction - INFO - Epoch [145][1280/1879] lr: 4.025e-02, eta: 2 days, 3:48:17, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6934, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.8831 2021-07-10 20:58:24,283 - mmaction - INFO - Epoch [145][1300/1879] lr: 4.025e-02, eta: 2 days, 3:47:59, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.6992, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.8644 2021-07-10 20:58:41,338 - mmaction - INFO - Epoch [145][1320/1879] lr: 4.025e-02, eta: 2 days, 3:47:40, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6941, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.8662 2021-07-10 20:58:58,553 - mmaction - INFO - Epoch [145][1340/1879] lr: 4.025e-02, eta: 2 days, 3:47:22, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.9249 2021-07-10 20:59:15,666 - mmaction - INFO - Epoch [145][1360/1879] lr: 4.025e-02, eta: 2 days, 3:47:03, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3532, loss: 2.3532, grad_norm: 2.9209 2021-07-10 20:59:32,721 - mmaction - INFO - Epoch [145][1380/1879] lr: 4.025e-02, eta: 2 days, 3:46:45, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7051, loss_cls: 2.3333, loss: 2.3333, grad_norm: 2.9324 2021-07-10 20:59:49,801 - mmaction - INFO - Epoch [145][1400/1879] lr: 4.025e-02, eta: 2 days, 3:46:27, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7016, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.8699 2021-07-10 21:00:06,768 - mmaction - INFO - Epoch [145][1420/1879] lr: 4.025e-02, eta: 2 days, 3:46:08, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7141, loss_cls: 2.3407, loss: 2.3407, grad_norm: 2.9110 2021-07-10 21:00:23,784 - mmaction - INFO - Epoch [145][1440/1879] lr: 4.025e-02, eta: 2 days, 3:45:50, time: 0.851, data_time: 0.000, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.9430 2021-07-10 21:00:41,119 - mmaction - INFO - Epoch [145][1460/1879] lr: 4.025e-02, eta: 2 days, 3:45:31, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7051, loss_cls: 2.4143, loss: 2.4143, grad_norm: 3.0203 2021-07-10 21:00:58,113 - mmaction - INFO - Epoch [145][1480/1879] lr: 4.025e-02, eta: 2 days, 3:45:13, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7000, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.8685 2021-07-10 21:01:15,280 - mmaction - INFO - Epoch [145][1500/1879] lr: 4.025e-02, eta: 2 days, 3:44:55, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7082, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.9198 2021-07-10 21:01:32,482 - mmaction - INFO - Epoch [145][1520/1879] lr: 4.025e-02, eta: 2 days, 3:44:36, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7008, loss_cls: 2.3569, loss: 2.3569, grad_norm: 2.9088 2021-07-10 21:01:49,535 - mmaction - INFO - Epoch [145][1540/1879] lr: 4.025e-02, eta: 2 days, 3:44:18, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6926, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.8760 2021-07-10 21:02:06,756 - mmaction - INFO - Epoch [145][1560/1879] lr: 4.025e-02, eta: 2 days, 3:44:00, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6863, loss_cls: 2.4443, loss: 2.4443, grad_norm: 2.9813 2021-07-10 21:02:23,767 - mmaction - INFO - Epoch [145][1580/1879] lr: 4.025e-02, eta: 2 days, 3:43:41, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4668, top5_acc: 0.6957, loss_cls: 2.3645, loss: 2.3645, grad_norm: 2.8969 2021-07-10 21:02:40,968 - mmaction - INFO - Epoch [145][1600/1879] lr: 4.025e-02, eta: 2 days, 3:43:23, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.9194 2021-07-10 21:02:58,048 - mmaction - INFO - Epoch [145][1620/1879] lr: 4.025e-02, eta: 2 days, 3:43:04, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7117, loss_cls: 2.3232, loss: 2.3232, grad_norm: 2.9019 2021-07-10 21:03:15,258 - mmaction - INFO - Epoch [145][1640/1879] lr: 4.025e-02, eta: 2 days, 3:42:46, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7148, loss_cls: 2.3325, loss: 2.3325, grad_norm: 2.8791 2021-07-10 21:03:32,255 - mmaction - INFO - Epoch [145][1660/1879] lr: 4.025e-02, eta: 2 days, 3:42:28, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7031, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.8828 2021-07-10 21:03:49,386 - mmaction - INFO - Epoch [145][1680/1879] lr: 4.025e-02, eta: 2 days, 3:42:09, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.4076, loss: 2.4076, grad_norm: 2.9939 2021-07-10 21:04:06,578 - mmaction - INFO - Epoch [145][1700/1879] lr: 4.025e-02, eta: 2 days, 3:41:51, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.9193 2021-07-10 21:04:23,559 - mmaction - INFO - Epoch [145][1720/1879] lr: 4.025e-02, eta: 2 days, 3:41:32, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3798, loss: 2.3798, grad_norm: 2.9351 2021-07-10 21:04:40,715 - mmaction - INFO - Epoch [145][1740/1879] lr: 4.025e-02, eta: 2 days, 3:41:14, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7082, loss_cls: 2.3216, loss: 2.3216, grad_norm: 2.9185 2021-07-10 21:04:57,873 - mmaction - INFO - Epoch [145][1760/1879] lr: 4.025e-02, eta: 2 days, 3:40:56, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7090, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.9754 2021-07-10 21:05:15,076 - mmaction - INFO - Epoch [145][1780/1879] lr: 4.025e-02, eta: 2 days, 3:40:37, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6941, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.9588 2021-07-10 21:05:32,307 - mmaction - INFO - Epoch [145][1800/1879] lr: 4.025e-02, eta: 2 days, 3:40:19, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6949, loss_cls: 2.3851, loss: 2.3851, grad_norm: 2.8941 2021-07-10 21:05:49,514 - mmaction - INFO - Epoch [145][1820/1879] lr: 4.025e-02, eta: 2 days, 3:40:01, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6875, loss_cls: 2.4023, loss: 2.4023, grad_norm: 2.8655 2021-07-10 21:06:06,710 - mmaction - INFO - Epoch [145][1840/1879] lr: 4.025e-02, eta: 2 days, 3:39:43, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7145, loss_cls: 2.3496, loss: 2.3496, grad_norm: 2.9441 2021-07-10 21:06:23,907 - mmaction - INFO - Epoch [145][1860/1879] lr: 4.025e-02, eta: 2 days, 3:39:24, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7262, loss_cls: 2.3027, loss: 2.3027, grad_norm: 2.9707 2021-07-10 21:06:48,406 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 21:06:48,410 - mmaction - INFO - 106 BN found 2021-07-10 21:11:25,124 - mmaction - INFO - BN stats updated 2021-07-10 21:15:00,393 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 21:15:01,305 - mmaction - INFO - top1_acc 0.5488 top5_acc 0.7997 2021-07-10 21:15:01,305 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 21:15:01,359 - mmaction - INFO - mean_acc 0.5488 2021-07-10 21:15:02,173 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_145.pth. 2021-07-10 21:15:02,173 - mmaction - INFO - Best top1_acc is 0.5488 at 145 epoch. 2021-07-10 21:15:02,195 - mmaction - INFO - Epoch(val) [145][155] top1_acc: 0.5488, top5_acc: 0.7997, mean_class_accuracy: 0.5488 2021-07-10 21:16:30,589 - mmaction - INFO - Epoch [146][20/1879] lr: 3.964e-02, eta: 2 days, 3:39:30, time: 4.416, data_time: 3.497, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7223, loss_cls: 2.2875, loss: 2.2875, grad_norm: 2.9160 2021-07-10 21:16:47,210 - mmaction - INFO - Epoch [146][40/1879] lr: 3.964e-02, eta: 2 days, 3:39:12, time: 0.830, data_time: 0.008, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6980, loss_cls: 2.3983, loss: 2.3983, grad_norm: 2.9713 2021-07-10 21:17:03,656 - mmaction - INFO - Epoch [146][60/1879] lr: 3.964e-02, eta: 2 days, 3:38:53, time: 0.823, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.2949, loss: 2.2949, grad_norm: 2.8927 2021-07-10 21:17:20,165 - mmaction - INFO - Epoch [146][80/1879] lr: 3.964e-02, eta: 2 days, 3:38:34, time: 0.822, data_time: 0.006, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7195, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.8635 2021-07-10 21:17:36,730 - mmaction - INFO - Epoch [146][100/1879] lr: 3.964e-02, eta: 2 days, 3:38:15, time: 0.832, data_time: 0.006, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7121, loss_cls: 2.2933, loss: 2.2933, grad_norm: 2.9000 2021-07-10 21:17:53,317 - mmaction - INFO - Epoch [146][120/1879] lr: 3.964e-02, eta: 2 days, 3:37:56, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6965, loss_cls: 2.3821, loss: 2.3821, grad_norm: 2.9253 2021-07-10 21:18:09,946 - mmaction - INFO - Epoch [146][140/1879] lr: 3.964e-02, eta: 2 days, 3:37:38, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.7105, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.9748 2021-07-10 21:18:26,800 - mmaction - INFO - Epoch [146][160/1879] lr: 3.964e-02, eta: 2 days, 3:37:19, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7047, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.8437 2021-07-10 21:18:43,713 - mmaction - INFO - Epoch [146][180/1879] lr: 3.964e-02, eta: 2 days, 3:37:00, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7094, loss_cls: 2.3280, loss: 2.3280, grad_norm: 2.8820 2021-07-10 21:19:00,452 - mmaction - INFO - Epoch [146][200/1879] lr: 3.964e-02, eta: 2 days, 3:36:42, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7055, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.8871 2021-07-10 21:19:17,595 - mmaction - INFO - Epoch [146][220/1879] lr: 3.964e-02, eta: 2 days, 3:36:23, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3385, loss: 2.3385, grad_norm: 2.8774 2021-07-10 21:19:34,421 - mmaction - INFO - Epoch [146][240/1879] lr: 3.964e-02, eta: 2 days, 3:36:05, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7145, loss_cls: 2.3022, loss: 2.3022, grad_norm: 2.8205 2021-07-10 21:19:51,479 - mmaction - INFO - Epoch [146][260/1879] lr: 3.964e-02, eta: 2 days, 3:35:46, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7055, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.9189 2021-07-10 21:20:08,607 - mmaction - INFO - Epoch [146][280/1879] lr: 3.964e-02, eta: 2 days, 3:35:28, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7113, loss_cls: 2.3446, loss: 2.3446, grad_norm: 2.8846 2021-07-10 21:20:25,604 - mmaction - INFO - Epoch [146][300/1879] lr: 3.964e-02, eta: 2 days, 3:35:10, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2425, loss: 2.2425, grad_norm: 2.8764 2021-07-10 21:20:42,733 - mmaction - INFO - Epoch [146][320/1879] lr: 3.964e-02, eta: 2 days, 3:34:51, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.9408 2021-07-10 21:20:59,722 - mmaction - INFO - Epoch [146][340/1879] lr: 3.964e-02, eta: 2 days, 3:34:33, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7121, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.9636 2021-07-10 21:21:16,867 - mmaction - INFO - Epoch [146][360/1879] lr: 3.964e-02, eta: 2 days, 3:34:14, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7129, loss_cls: 2.3030, loss: 2.3030, grad_norm: 2.8095 2021-07-10 21:21:33,870 - mmaction - INFO - Epoch [146][380/1879] lr: 3.964e-02, eta: 2 days, 3:33:56, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7051, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.8200 2021-07-10 21:21:50,948 - mmaction - INFO - Epoch [146][400/1879] lr: 3.964e-02, eta: 2 days, 3:33:37, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7129, loss_cls: 2.3022, loss: 2.3022, grad_norm: 2.9005 2021-07-10 21:22:07,786 - mmaction - INFO - Epoch [146][420/1879] lr: 3.964e-02, eta: 2 days, 3:33:19, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6895, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.9430 2021-07-10 21:22:24,849 - mmaction - INFO - Epoch [146][440/1879] lr: 3.964e-02, eta: 2 days, 3:33:00, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7000, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.8634 2021-07-10 21:22:41,777 - mmaction - INFO - Epoch [146][460/1879] lr: 3.964e-02, eta: 2 days, 3:32:42, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7176, loss_cls: 2.3306, loss: 2.3306, grad_norm: 2.9450 2021-07-10 21:22:58,821 - mmaction - INFO - Epoch [146][480/1879] lr: 3.964e-02, eta: 2 days, 3:32:24, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.9492 2021-07-10 21:23:15,729 - mmaction - INFO - Epoch [146][500/1879] lr: 3.964e-02, eta: 2 days, 3:32:05, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7109, loss_cls: 2.3242, loss: 2.3242, grad_norm: 2.8811 2021-07-10 21:23:32,749 - mmaction - INFO - Epoch [146][520/1879] lr: 3.964e-02, eta: 2 days, 3:31:46, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7035, loss_cls: 2.3487, loss: 2.3487, grad_norm: 2.9276 2021-07-10 21:23:49,850 - mmaction - INFO - Epoch [146][540/1879] lr: 3.964e-02, eta: 2 days, 3:31:28, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7023, loss_cls: 2.3569, loss: 2.3569, grad_norm: 2.9258 2021-07-10 21:24:07,064 - mmaction - INFO - Epoch [146][560/1879] lr: 3.964e-02, eta: 2 days, 3:31:10, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.9119 2021-07-10 21:24:23,952 - mmaction - INFO - Epoch [146][580/1879] lr: 3.964e-02, eta: 2 days, 3:30:51, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7176, loss_cls: 2.3240, loss: 2.3240, grad_norm: 2.9446 2021-07-10 21:24:41,278 - mmaction - INFO - Epoch [146][600/1879] lr: 3.964e-02, eta: 2 days, 3:30:33, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2567, loss: 2.2567, grad_norm: 2.8907 2021-07-10 21:24:58,326 - mmaction - INFO - Epoch [146][620/1879] lr: 3.964e-02, eta: 2 days, 3:30:15, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7105, loss_cls: 2.3410, loss: 2.3410, grad_norm: 3.0156 2021-07-10 21:25:15,368 - mmaction - INFO - Epoch [146][640/1879] lr: 3.964e-02, eta: 2 days, 3:29:56, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.9383 2021-07-10 21:25:32,466 - mmaction - INFO - Epoch [146][660/1879] lr: 3.964e-02, eta: 2 days, 3:29:38, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6984, loss_cls: 2.3859, loss: 2.3859, grad_norm: 2.9283 2021-07-10 21:25:49,634 - mmaction - INFO - Epoch [146][680/1879] lr: 3.964e-02, eta: 2 days, 3:29:19, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.9465 2021-07-10 21:26:06,804 - mmaction - INFO - Epoch [146][700/1879] lr: 3.964e-02, eta: 2 days, 3:29:01, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4711, top5_acc: 0.6961, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.9371 2021-07-10 21:26:23,950 - mmaction - INFO - Epoch [146][720/1879] lr: 3.964e-02, eta: 2 days, 3:28:43, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.8640 2021-07-10 21:26:41,203 - mmaction - INFO - Epoch [146][740/1879] lr: 3.964e-02, eta: 2 days, 3:28:24, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7176, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.9486 2021-07-10 21:26:58,232 - mmaction - INFO - Epoch [146][760/1879] lr: 3.964e-02, eta: 2 days, 3:28:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7039, loss_cls: 2.4200, loss: 2.4200, grad_norm: 2.9347 2021-07-10 21:27:15,261 - mmaction - INFO - Epoch [146][780/1879] lr: 3.964e-02, eta: 2 days, 3:27:48, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7246, loss_cls: 2.2578, loss: 2.2578, grad_norm: 2.8750 2021-07-10 21:27:32,194 - mmaction - INFO - Epoch [146][800/1879] lr: 3.964e-02, eta: 2 days, 3:27:29, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.3375, loss: 2.3375, grad_norm: 2.9629 2021-07-10 21:27:49,362 - mmaction - INFO - Epoch [146][820/1879] lr: 3.964e-02, eta: 2 days, 3:27:11, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7141, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.9918 2021-07-10 21:28:06,545 - mmaction - INFO - Epoch [146][840/1879] lr: 3.964e-02, eta: 2 days, 3:26:52, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.6910, loss_cls: 2.3746, loss: 2.3746, grad_norm: 2.9144 2021-07-10 21:28:23,698 - mmaction - INFO - Epoch [146][860/1879] lr: 3.964e-02, eta: 2 days, 3:26:34, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7164, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.9023 2021-07-10 21:28:40,880 - mmaction - INFO - Epoch [146][880/1879] lr: 3.964e-02, eta: 2 days, 3:26:16, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7133, loss_cls: 2.3099, loss: 2.3099, grad_norm: 2.8753 2021-07-10 21:28:58,121 - mmaction - INFO - Epoch [146][900/1879] lr: 3.964e-02, eta: 2 days, 3:25:57, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7078, loss_cls: 2.3160, loss: 2.3160, grad_norm: 2.9293 2021-07-10 21:29:15,177 - mmaction - INFO - Epoch [146][920/1879] lr: 3.964e-02, eta: 2 days, 3:25:39, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7227, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.9383 2021-07-10 21:29:32,482 - mmaction - INFO - Epoch [146][940/1879] lr: 3.964e-02, eta: 2 days, 3:25:21, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6953, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.9910 2021-07-10 21:29:49,552 - mmaction - INFO - Epoch [146][960/1879] lr: 3.964e-02, eta: 2 days, 3:25:02, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2692, loss: 2.2692, grad_norm: 2.8806 2021-07-10 21:30:06,703 - mmaction - INFO - Epoch [146][980/1879] lr: 3.964e-02, eta: 2 days, 3:24:44, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7113, loss_cls: 2.3468, loss: 2.3468, grad_norm: 2.9653 2021-07-10 21:30:23,641 - mmaction - INFO - Epoch [146][1000/1879] lr: 3.964e-02, eta: 2 days, 3:24:26, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7004, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.9553 2021-07-10 21:30:40,705 - mmaction - INFO - Epoch [146][1020/1879] lr: 3.964e-02, eta: 2 days, 3:24:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.9299 2021-07-10 21:30:57,719 - mmaction - INFO - Epoch [146][1040/1879] lr: 3.964e-02, eta: 2 days, 3:23:49, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7137, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.8734 2021-07-10 21:31:14,869 - mmaction - INFO - Epoch [146][1060/1879] lr: 3.964e-02, eta: 2 days, 3:23:30, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7031, loss_cls: 2.3816, loss: 2.3816, grad_norm: 2.9404 2021-07-10 21:31:31,905 - mmaction - INFO - Epoch [146][1080/1879] lr: 3.964e-02, eta: 2 days, 3:23:12, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3091, loss: 2.3091, grad_norm: 2.8895 2021-07-10 21:31:49,018 - mmaction - INFO - Epoch [146][1100/1879] lr: 3.964e-02, eta: 2 days, 3:22:54, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7227, loss_cls: 2.2742, loss: 2.2742, grad_norm: 2.8610 2021-07-10 21:32:05,960 - mmaction - INFO - Epoch [146][1120/1879] lr: 3.964e-02, eta: 2 days, 3:22:35, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7090, loss_cls: 2.3416, loss: 2.3416, grad_norm: 2.9661 2021-07-10 21:32:23,053 - mmaction - INFO - Epoch [146][1140/1879] lr: 3.964e-02, eta: 2 days, 3:22:17, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7152, loss_cls: 2.2956, loss: 2.2956, grad_norm: 2.9347 2021-07-10 21:32:40,179 - mmaction - INFO - Epoch [146][1160/1879] lr: 3.964e-02, eta: 2 days, 3:21:58, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7094, loss_cls: 2.3399, loss: 2.3399, grad_norm: 2.9581 2021-07-10 21:32:57,351 - mmaction - INFO - Epoch [146][1180/1879] lr: 3.964e-02, eta: 2 days, 3:21:40, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7004, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.8926 2021-07-10 21:33:14,450 - mmaction - INFO - Epoch [146][1200/1879] lr: 3.964e-02, eta: 2 days, 3:21:22, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.9415 2021-07-10 21:33:31,480 - mmaction - INFO - Epoch [146][1220/1879] lr: 3.964e-02, eta: 2 days, 3:21:03, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7098, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.9310 2021-07-10 21:33:48,632 - mmaction - INFO - Epoch [146][1240/1879] lr: 3.964e-02, eta: 2 days, 3:20:45, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7020, loss_cls: 2.3792, loss: 2.3792, grad_norm: 2.9463 2021-07-10 21:34:05,732 - mmaction - INFO - Epoch [146][1260/1879] lr: 3.964e-02, eta: 2 days, 3:20:26, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.9982 2021-07-10 21:34:22,811 - mmaction - INFO - Epoch [146][1280/1879] lr: 3.964e-02, eta: 2 days, 3:20:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7156, loss_cls: 2.3277, loss: 2.3277, grad_norm: 3.0011 2021-07-10 21:34:39,775 - mmaction - INFO - Epoch [146][1300/1879] lr: 3.964e-02, eta: 2 days, 3:19:49, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7133, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.9348 2021-07-10 21:34:56,773 - mmaction - INFO - Epoch [146][1320/1879] lr: 3.964e-02, eta: 2 days, 3:19:31, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7117, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.9503 2021-07-10 21:35:13,791 - mmaction - INFO - Epoch [146][1340/1879] lr: 3.964e-02, eta: 2 days, 3:19:13, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7098, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.9725 2021-07-10 21:35:30,907 - mmaction - INFO - Epoch [146][1360/1879] lr: 3.964e-02, eta: 2 days, 3:18:54, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6937, loss_cls: 2.4050, loss: 2.4050, grad_norm: 2.9736 2021-07-10 21:35:47,946 - mmaction - INFO - Epoch [146][1380/1879] lr: 3.964e-02, eta: 2 days, 3:18:36, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7012, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.8256 2021-07-10 21:36:05,029 - mmaction - INFO - Epoch [146][1400/1879] lr: 3.964e-02, eta: 2 days, 3:18:17, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7090, loss_cls: 2.3078, loss: 2.3078, grad_norm: 2.8526 2021-07-10 21:36:21,928 - mmaction - INFO - Epoch [146][1420/1879] lr: 3.964e-02, eta: 2 days, 3:17:59, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7008, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.9149 2021-07-10 21:36:39,029 - mmaction - INFO - Epoch [146][1440/1879] lr: 3.964e-02, eta: 2 days, 3:17:40, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7109, loss_cls: 2.3359, loss: 2.3359, grad_norm: 2.8763 2021-07-10 21:36:56,195 - mmaction - INFO - Epoch [146][1460/1879] lr: 3.964e-02, eta: 2 days, 3:17:22, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6879, loss_cls: 2.4707, loss: 2.4707, grad_norm: 2.9506 2021-07-10 21:37:13,349 - mmaction - INFO - Epoch [146][1480/1879] lr: 3.964e-02, eta: 2 days, 3:17:04, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7270, loss_cls: 2.2729, loss: 2.2729, grad_norm: 2.9489 2021-07-10 21:37:30,334 - mmaction - INFO - Epoch [146][1500/1879] lr: 3.964e-02, eta: 2 days, 3:16:45, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6969, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.9969 2021-07-10 21:37:47,393 - mmaction - INFO - Epoch [146][1520/1879] lr: 3.964e-02, eta: 2 days, 3:16:27, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7004, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.9394 2021-07-10 21:38:04,379 - mmaction - INFO - Epoch [146][1540/1879] lr: 3.964e-02, eta: 2 days, 3:16:08, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6965, loss_cls: 2.3912, loss: 2.3912, grad_norm: 2.9715 2021-07-10 21:38:21,453 - mmaction - INFO - Epoch [146][1560/1879] lr: 3.964e-02, eta: 2 days, 3:15:50, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.9304 2021-07-10 21:38:38,406 - mmaction - INFO - Epoch [146][1580/1879] lr: 3.964e-02, eta: 2 days, 3:15:32, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6926, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.9088 2021-07-10 21:38:55,626 - mmaction - INFO - Epoch [146][1600/1879] lr: 3.964e-02, eta: 2 days, 3:15:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7223, loss_cls: 2.2651, loss: 2.2651, grad_norm: 2.9056 2021-07-10 21:39:12,626 - mmaction - INFO - Epoch [146][1620/1879] lr: 3.964e-02, eta: 2 days, 3:14:55, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7012, loss_cls: 2.3280, loss: 2.3280, grad_norm: 2.9881 2021-07-10 21:39:29,834 - mmaction - INFO - Epoch [146][1640/1879] lr: 3.964e-02, eta: 2 days, 3:14:36, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3860, loss: 2.3860, grad_norm: 2.9635 2021-07-10 21:39:46,956 - mmaction - INFO - Epoch [146][1660/1879] lr: 3.964e-02, eta: 2 days, 3:14:18, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7023, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.8443 2021-07-10 21:40:04,173 - mmaction - INFO - Epoch [146][1680/1879] lr: 3.964e-02, eta: 2 days, 3:14:00, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.6980, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.9168 2021-07-10 21:40:21,247 - mmaction - INFO - Epoch [146][1700/1879] lr: 3.964e-02, eta: 2 days, 3:13:41, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7234, loss_cls: 2.2669, loss: 2.2669, grad_norm: 2.9464 2021-07-10 21:40:38,420 - mmaction - INFO - Epoch [146][1720/1879] lr: 3.964e-02, eta: 2 days, 3:13:23, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6941, loss_cls: 2.4318, loss: 2.4318, grad_norm: 3.0408 2021-07-10 21:40:55,547 - mmaction - INFO - Epoch [146][1740/1879] lr: 3.964e-02, eta: 2 days, 3:13:05, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7023, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.9201 2021-07-10 21:41:12,560 - mmaction - INFO - Epoch [146][1760/1879] lr: 3.964e-02, eta: 2 days, 3:12:46, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.6922, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.8902 2021-07-10 21:41:29,657 - mmaction - INFO - Epoch [146][1780/1879] lr: 3.964e-02, eta: 2 days, 3:12:28, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7012, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.8711 2021-07-10 21:41:46,625 - mmaction - INFO - Epoch [146][1800/1879] lr: 3.964e-02, eta: 2 days, 3:12:09, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7004, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.9258 2021-07-10 21:42:03,565 - mmaction - INFO - Epoch [146][1820/1879] lr: 3.964e-02, eta: 2 days, 3:11:51, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7086, loss_cls: 2.3513, loss: 2.3513, grad_norm: 2.8973 2021-07-10 21:42:20,584 - mmaction - INFO - Epoch [146][1840/1879] lr: 3.964e-02, eta: 2 days, 3:11:32, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.9475 2021-07-10 21:42:37,804 - mmaction - INFO - Epoch [146][1860/1879] lr: 3.964e-02, eta: 2 days, 3:11:14, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7121, loss_cls: 2.2959, loss: 2.2959, grad_norm: 2.9033 2021-07-10 21:43:04,083 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 21:43:04,093 - mmaction - INFO - 106 BN found 2021-07-10 21:47:40,455 - mmaction - INFO - BN stats updated 2021-07-10 21:49:51,903 - mmaction - INFO - Epoch [147][20/1879] lr: 3.904e-02, eta: 2 days, 3:11:51, time: 6.469, data_time: 5.588, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7246, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.9223 2021-07-10 21:50:08,465 - mmaction - INFO - Epoch [147][40/1879] lr: 3.904e-02, eta: 2 days, 3:11:32, time: 0.828, data_time: 0.010, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6914, loss_cls: 2.3746, loss: 2.3746, grad_norm: 2.9521 2021-07-10 21:50:24,971 - mmaction - INFO - Epoch [147][60/1879] lr: 3.904e-02, eta: 2 days, 3:11:13, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6973, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.9122 2021-07-10 21:50:41,453 - mmaction - INFO - Epoch [147][80/1879] lr: 3.904e-02, eta: 2 days, 3:10:54, time: 0.823, data_time: 0.008, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7094, loss_cls: 2.3572, loss: 2.3572, grad_norm: 2.9409 2021-07-10 21:50:58,085 - mmaction - INFO - Epoch [147][100/1879] lr: 3.904e-02, eta: 2 days, 3:10:35, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2666, loss: 2.2666, grad_norm: 2.9722 2021-07-10 21:51:14,715 - mmaction - INFO - Epoch [147][120/1879] lr: 3.904e-02, eta: 2 days, 3:10:17, time: 0.832, data_time: 0.006, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.9204 2021-07-10 21:51:31,474 - mmaction - INFO - Epoch [147][140/1879] lr: 3.904e-02, eta: 2 days, 3:09:58, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2890, loss: 2.2890, grad_norm: 2.8207 2021-07-10 21:51:48,204 - mmaction - INFO - Epoch [147][160/1879] lr: 3.904e-02, eta: 2 days, 3:09:39, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7016, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.0091 2021-07-10 21:52:04,949 - mmaction - INFO - Epoch [147][180/1879] lr: 3.904e-02, eta: 2 days, 3:09:21, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7012, loss_cls: 2.3937, loss: 2.3937, grad_norm: 2.9544 2021-07-10 21:52:21,958 - mmaction - INFO - Epoch [147][200/1879] lr: 3.904e-02, eta: 2 days, 3:09:02, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7199, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.9465 2021-07-10 21:52:38,799 - mmaction - INFO - Epoch [147][220/1879] lr: 3.904e-02, eta: 2 days, 3:08:44, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7137, loss_cls: 2.3275, loss: 2.3275, grad_norm: 2.9307 2021-07-10 21:52:55,801 - mmaction - INFO - Epoch [147][240/1879] lr: 3.904e-02, eta: 2 days, 3:08:25, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7145, loss_cls: 2.3282, loss: 2.3282, grad_norm: 2.9691 2021-07-10 21:53:12,634 - mmaction - INFO - Epoch [147][260/1879] lr: 3.904e-02, eta: 2 days, 3:08:07, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4762, top5_acc: 0.6992, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.8874 2021-07-10 21:53:29,690 - mmaction - INFO - Epoch [147][280/1879] lr: 3.904e-02, eta: 2 days, 3:07:48, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2687, loss: 2.2687, grad_norm: 2.8851 2021-07-10 21:53:46,680 - mmaction - INFO - Epoch [147][300/1879] lr: 3.904e-02, eta: 2 days, 3:07:30, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7176, loss_cls: 2.2817, loss: 2.2817, grad_norm: 2.9596 2021-07-10 21:54:03,908 - mmaction - INFO - Epoch [147][320/1879] lr: 3.904e-02, eta: 2 days, 3:07:11, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6965, loss_cls: 2.3812, loss: 2.3812, grad_norm: 2.9458 2021-07-10 21:54:20,891 - mmaction - INFO - Epoch [147][340/1879] lr: 3.904e-02, eta: 2 days, 3:06:53, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7016, loss_cls: 2.3773, loss: 2.3773, grad_norm: 3.0051 2021-07-10 21:54:37,909 - mmaction - INFO - Epoch [147][360/1879] lr: 3.904e-02, eta: 2 days, 3:06:35, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.2996, loss: 2.2996, grad_norm: 2.9781 2021-07-10 21:54:55,054 - mmaction - INFO - Epoch [147][380/1879] lr: 3.904e-02, eta: 2 days, 3:06:16, time: 0.857, data_time: 0.007, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3267, loss: 2.3267, grad_norm: 2.9251 2021-07-10 21:55:12,235 - mmaction - INFO - Epoch [147][400/1879] lr: 3.904e-02, eta: 2 days, 3:05:58, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7301, loss_cls: 2.1946, loss: 2.1946, grad_norm: 2.9090 2021-07-10 21:55:29,288 - mmaction - INFO - Epoch [147][420/1879] lr: 3.904e-02, eta: 2 days, 3:05:39, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7188, loss_cls: 2.2717, loss: 2.2717, grad_norm: 2.8641 2021-07-10 21:55:46,330 - mmaction - INFO - Epoch [147][440/1879] lr: 3.904e-02, eta: 2 days, 3:05:21, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7234, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.9398 2021-07-10 21:56:03,515 - mmaction - INFO - Epoch [147][460/1879] lr: 3.904e-02, eta: 2 days, 3:05:03, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7230, loss_cls: 2.2557, loss: 2.2557, grad_norm: 2.9334 2021-07-10 21:56:20,661 - mmaction - INFO - Epoch [147][480/1879] lr: 3.904e-02, eta: 2 days, 3:04:44, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7090, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.9496 2021-07-10 21:56:37,633 - mmaction - INFO - Epoch [147][500/1879] lr: 3.904e-02, eta: 2 days, 3:04:26, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7121, loss_cls: 2.3295, loss: 2.3295, grad_norm: 2.9585 2021-07-10 21:56:54,587 - mmaction - INFO - Epoch [147][520/1879] lr: 3.904e-02, eta: 2 days, 3:04:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7156, loss_cls: 2.3040, loss: 2.3040, grad_norm: 2.9085 2021-07-10 21:57:11,676 - mmaction - INFO - Epoch [147][540/1879] lr: 3.904e-02, eta: 2 days, 3:03:49, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4680, top5_acc: 0.6945, loss_cls: 2.3923, loss: 2.3923, grad_norm: 2.9530 2021-07-10 21:57:28,650 - mmaction - INFO - Epoch [147][560/1879] lr: 3.904e-02, eta: 2 days, 3:03:31, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7117, loss_cls: 2.3081, loss: 2.3081, grad_norm: 2.9673 2021-07-10 21:57:45,502 - mmaction - INFO - Epoch [147][580/1879] lr: 3.904e-02, eta: 2 days, 3:03:12, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7266, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.9946 2021-07-10 21:58:02,666 - mmaction - INFO - Epoch [147][600/1879] lr: 3.904e-02, eta: 2 days, 3:02:54, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7059, loss_cls: 2.3238, loss: 2.3238, grad_norm: 2.9379 2021-07-10 21:58:19,616 - mmaction - INFO - Epoch [147][620/1879] lr: 3.904e-02, eta: 2 days, 3:02:35, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7082, loss_cls: 2.3159, loss: 2.3159, grad_norm: 2.9382 2021-07-10 21:58:36,564 - mmaction - INFO - Epoch [147][640/1879] lr: 3.904e-02, eta: 2 days, 3:02:17, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7199, loss_cls: 2.2844, loss: 2.2844, grad_norm: 2.9699 2021-07-10 21:58:53,558 - mmaction - INFO - Epoch [147][660/1879] lr: 3.904e-02, eta: 2 days, 3:01:58, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7012, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.9614 2021-07-10 21:59:10,447 - mmaction - INFO - Epoch [147][680/1879] lr: 3.904e-02, eta: 2 days, 3:01:40, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7063, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.9174 2021-07-10 21:59:27,534 - mmaction - INFO - Epoch [147][700/1879] lr: 3.904e-02, eta: 2 days, 3:01:21, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.6930, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.8532 2021-07-10 21:59:44,432 - mmaction - INFO - Epoch [147][720/1879] lr: 3.904e-02, eta: 2 days, 3:01:03, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.2640, loss: 2.2640, grad_norm: 2.9012 2021-07-10 22:00:01,401 - mmaction - INFO - Epoch [147][740/1879] lr: 3.904e-02, eta: 2 days, 3:00:44, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7141, loss_cls: 2.3132, loss: 2.3132, grad_norm: 3.0004 2021-07-10 22:00:18,489 - mmaction - INFO - Epoch [147][760/1879] lr: 3.904e-02, eta: 2 days, 3:00:26, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2456, loss: 2.2456, grad_norm: 2.9410 2021-07-10 22:00:35,514 - mmaction - INFO - Epoch [147][780/1879] lr: 3.904e-02, eta: 2 days, 3:00:07, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7027, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.9857 2021-07-10 22:00:52,512 - mmaction - INFO - Epoch [147][800/1879] lr: 3.904e-02, eta: 2 days, 2:59:49, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.9463 2021-07-10 22:01:09,567 - mmaction - INFO - Epoch [147][820/1879] lr: 3.904e-02, eta: 2 days, 2:59:30, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7176, loss_cls: 2.3165, loss: 2.3165, grad_norm: 3.0053 2021-07-10 22:01:26,667 - mmaction - INFO - Epoch [147][840/1879] lr: 3.904e-02, eta: 2 days, 2:59:12, time: 0.857, data_time: 0.009, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6949, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.9641 2021-07-10 22:01:43,640 - mmaction - INFO - Epoch [147][860/1879] lr: 3.904e-02, eta: 2 days, 2:58:54, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7215, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.8956 2021-07-10 22:02:00,532 - mmaction - INFO - Epoch [147][880/1879] lr: 3.904e-02, eta: 2 days, 2:58:35, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.9269 2021-07-10 22:02:17,550 - mmaction - INFO - Epoch [147][900/1879] lr: 3.904e-02, eta: 2 days, 2:58:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.2913, loss: 2.2913, grad_norm: 2.9842 2021-07-10 22:02:34,425 - mmaction - INFO - Epoch [147][920/1879] lr: 3.904e-02, eta: 2 days, 2:57:58, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7152, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.9272 2021-07-10 22:02:51,486 - mmaction - INFO - Epoch [147][940/1879] lr: 3.904e-02, eta: 2 days, 2:57:40, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7098, loss_cls: 2.3142, loss: 2.3142, grad_norm: 2.9357 2021-07-10 22:03:08,465 - mmaction - INFO - Epoch [147][960/1879] lr: 3.904e-02, eta: 2 days, 2:57:21, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7008, loss_cls: 2.3676, loss: 2.3676, grad_norm: 2.9682 2021-07-10 22:03:25,685 - mmaction - INFO - Epoch [147][980/1879] lr: 3.904e-02, eta: 2 days, 2:57:03, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7160, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.9008 2021-07-10 22:03:42,707 - mmaction - INFO - Epoch [147][1000/1879] lr: 3.904e-02, eta: 2 days, 2:56:44, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3174, loss: 2.3174, grad_norm: 2.8948 2021-07-10 22:03:59,695 - mmaction - INFO - Epoch [147][1020/1879] lr: 3.904e-02, eta: 2 days, 2:56:26, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7258, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.9552 2021-07-10 22:04:16,634 - mmaction - INFO - Epoch [147][1040/1879] lr: 3.904e-02, eta: 2 days, 2:56:08, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7066, loss_cls: 2.3514, loss: 2.3514, grad_norm: 3.0800 2021-07-10 22:04:33,665 - mmaction - INFO - Epoch [147][1060/1879] lr: 3.904e-02, eta: 2 days, 2:55:49, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7129, loss_cls: 2.2814, loss: 2.2814, grad_norm: 2.9418 2021-07-10 22:04:50,746 - mmaction - INFO - Epoch [147][1080/1879] lr: 3.904e-02, eta: 2 days, 2:55:31, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6984, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.9622 2021-07-10 22:05:07,744 - mmaction - INFO - Epoch [147][1100/1879] lr: 3.904e-02, eta: 2 days, 2:55:12, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7102, loss_cls: 2.3712, loss: 2.3712, grad_norm: 2.9028 2021-07-10 22:05:24,915 - mmaction - INFO - Epoch [147][1120/1879] lr: 3.904e-02, eta: 2 days, 2:54:54, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7063, loss_cls: 2.3645, loss: 2.3645, grad_norm: 2.9413 2021-07-10 22:05:41,943 - mmaction - INFO - Epoch [147][1140/1879] lr: 3.904e-02, eta: 2 days, 2:54:35, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.9365 2021-07-10 22:05:58,790 - mmaction - INFO - Epoch [147][1160/1879] lr: 3.904e-02, eta: 2 days, 2:54:17, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7020, loss_cls: 2.3462, loss: 2.3462, grad_norm: 3.0072 2021-07-10 22:06:15,890 - mmaction - INFO - Epoch [147][1180/1879] lr: 3.904e-02, eta: 2 days, 2:53:59, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.9002 2021-07-10 22:06:32,950 - mmaction - INFO - Epoch [147][1200/1879] lr: 3.904e-02, eta: 2 days, 2:53:40, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7137, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.9439 2021-07-10 22:06:50,003 - mmaction - INFO - Epoch [147][1220/1879] lr: 3.904e-02, eta: 2 days, 2:53:22, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7145, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.9579 2021-07-10 22:07:06,995 - mmaction - INFO - Epoch [147][1240/1879] lr: 3.904e-02, eta: 2 days, 2:53:03, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7000, loss_cls: 2.3845, loss: 2.3845, grad_norm: 2.9824 2021-07-10 22:07:24,046 - mmaction - INFO - Epoch [147][1260/1879] lr: 3.904e-02, eta: 2 days, 2:52:45, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.3764, loss: 2.3764, grad_norm: 2.9817 2021-07-10 22:07:40,928 - mmaction - INFO - Epoch [147][1280/1879] lr: 3.904e-02, eta: 2 days, 2:52:26, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7145, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.9269 2021-07-10 22:07:58,089 - mmaction - INFO - Epoch [147][1300/1879] lr: 3.904e-02, eta: 2 days, 2:52:08, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7191, loss_cls: 2.3267, loss: 2.3267, grad_norm: 2.8921 2021-07-10 22:08:14,976 - mmaction - INFO - Epoch [147][1320/1879] lr: 3.904e-02, eta: 2 days, 2:51:49, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7246, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.9411 2021-07-10 22:08:32,074 - mmaction - INFO - Epoch [147][1340/1879] lr: 3.904e-02, eta: 2 days, 2:51:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6918, loss_cls: 2.4269, loss: 2.4269, grad_norm: 2.9969 2021-07-10 22:08:49,086 - mmaction - INFO - Epoch [147][1360/1879] lr: 3.904e-02, eta: 2 days, 2:51:13, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7176, loss_cls: 2.3221, loss: 2.3221, grad_norm: 2.8586 2021-07-10 22:09:06,286 - mmaction - INFO - Epoch [147][1380/1879] lr: 3.904e-02, eta: 2 days, 2:50:54, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6922, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.8960 2021-07-10 22:09:23,405 - mmaction - INFO - Epoch [147][1400/1879] lr: 3.904e-02, eta: 2 days, 2:50:36, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.8802 2021-07-10 22:09:40,340 - mmaction - INFO - Epoch [147][1420/1879] lr: 3.904e-02, eta: 2 days, 2:50:17, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7230, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.8946 2021-07-10 22:09:57,416 - mmaction - INFO - Epoch [147][1440/1879] lr: 3.904e-02, eta: 2 days, 2:49:59, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.6945, loss_cls: 2.3742, loss: 2.3742, grad_norm: 2.9509 2021-07-10 22:10:14,409 - mmaction - INFO - Epoch [147][1460/1879] lr: 3.904e-02, eta: 2 days, 2:49:41, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7141, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.9829 2021-07-10 22:10:31,380 - mmaction - INFO - Epoch [147][1480/1879] lr: 3.904e-02, eta: 2 days, 2:49:22, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7086, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.9098 2021-07-10 22:10:48,456 - mmaction - INFO - Epoch [147][1500/1879] lr: 3.904e-02, eta: 2 days, 2:49:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7113, loss_cls: 2.3486, loss: 2.3486, grad_norm: 3.0043 2021-07-10 22:11:05,492 - mmaction - INFO - Epoch [147][1520/1879] lr: 3.904e-02, eta: 2 days, 2:48:45, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7172, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.9894 2021-07-10 22:11:22,612 - mmaction - INFO - Epoch [147][1540/1879] lr: 3.904e-02, eta: 2 days, 2:48:27, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7219, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.9361 2021-07-10 22:11:39,737 - mmaction - INFO - Epoch [147][1560/1879] lr: 3.904e-02, eta: 2 days, 2:48:09, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3507, loss: 2.3507, grad_norm: 2.8801 2021-07-10 22:11:56,811 - mmaction - INFO - Epoch [147][1580/1879] lr: 3.904e-02, eta: 2 days, 2:47:50, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7070, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.9793 2021-07-10 22:12:14,057 - mmaction - INFO - Epoch [147][1600/1879] lr: 3.904e-02, eta: 2 days, 2:47:32, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6988, loss_cls: 2.3599, loss: 2.3599, grad_norm: 2.9529 2021-07-10 22:12:31,172 - mmaction - INFO - Epoch [147][1620/1879] lr: 3.904e-02, eta: 2 days, 2:47:14, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7277, loss_cls: 2.2616, loss: 2.2616, grad_norm: 2.8873 2021-07-10 22:12:48,150 - mmaction - INFO - Epoch [147][1640/1879] lr: 3.904e-02, eta: 2 days, 2:46:55, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7004, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.9629 2021-07-10 22:13:05,192 - mmaction - INFO - Epoch [147][1660/1879] lr: 3.904e-02, eta: 2 days, 2:46:37, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7066, loss_cls: 2.3675, loss: 2.3675, grad_norm: 2.8619 2021-07-10 22:13:22,202 - mmaction - INFO - Epoch [147][1680/1879] lr: 3.904e-02, eta: 2 days, 2:46:18, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7043, loss_cls: 2.3732, loss: 2.3732, grad_norm: 2.9217 2021-07-10 22:13:39,244 - mmaction - INFO - Epoch [147][1700/1879] lr: 3.904e-02, eta: 2 days, 2:46:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7156, loss_cls: 2.2937, loss: 2.2937, grad_norm: 2.9172 2021-07-10 22:13:56,269 - mmaction - INFO - Epoch [147][1720/1879] lr: 3.904e-02, eta: 2 days, 2:45:41, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7152, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.9614 2021-07-10 22:14:13,252 - mmaction - INFO - Epoch [147][1740/1879] lr: 3.904e-02, eta: 2 days, 2:45:23, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6859, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.9680 2021-07-10 22:14:30,229 - mmaction - INFO - Epoch [147][1760/1879] lr: 3.904e-02, eta: 2 days, 2:45:04, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7188, loss_cls: 2.3159, loss: 2.3159, grad_norm: 2.9840 2021-07-10 22:14:47,318 - mmaction - INFO - Epoch [147][1780/1879] lr: 3.904e-02, eta: 2 days, 2:44:46, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7090, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.9667 2021-07-10 22:15:04,278 - mmaction - INFO - Epoch [147][1800/1879] lr: 3.904e-02, eta: 2 days, 2:44:28, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7121, loss_cls: 2.3432, loss: 2.3432, grad_norm: 2.8751 2021-07-10 22:15:21,251 - mmaction - INFO - Epoch [147][1820/1879] lr: 3.904e-02, eta: 2 days, 2:44:09, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7020, loss_cls: 2.4255, loss: 2.4255, grad_norm: 2.9807 2021-07-10 22:15:38,424 - mmaction - INFO - Epoch [147][1840/1879] lr: 3.904e-02, eta: 2 days, 2:43:51, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7035, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.9908 2021-07-10 22:15:55,306 - mmaction - INFO - Epoch [147][1860/1879] lr: 3.904e-02, eta: 2 days, 2:43:32, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3718, loss: 2.3718, grad_norm: 2.9809 2021-07-10 22:16:21,835 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 22:16:21,845 - mmaction - INFO - 106 BN found 2021-07-10 22:20:59,002 - mmaction - INFO - BN stats updated 2021-07-10 22:23:10,980 - mmaction - INFO - Epoch [148][20/1879] lr: 3.845e-02, eta: 2 days, 2:44:08, time: 6.495, data_time: 5.628, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.2910, loss: 2.2910, grad_norm: 2.8796 2021-07-10 22:23:27,513 - mmaction - INFO - Epoch [148][40/1879] lr: 3.845e-02, eta: 2 days, 2:43:49, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.9796 2021-07-10 22:23:44,044 - mmaction - INFO - Epoch [148][60/1879] lr: 3.845e-02, eta: 2 days, 2:43:30, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7203, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.9627 2021-07-10 22:24:00,713 - mmaction - INFO - Epoch [148][80/1879] lr: 3.845e-02, eta: 2 days, 2:43:12, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7074, loss_cls: 2.3252, loss: 2.3252, grad_norm: 2.9357 2021-07-10 22:24:17,371 - mmaction - INFO - Epoch [148][100/1879] lr: 3.845e-02, eta: 2 days, 2:42:53, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7199, loss_cls: 2.2486, loss: 2.2486, grad_norm: 2.9401 2021-07-10 22:24:34,236 - mmaction - INFO - Epoch [148][120/1879] lr: 3.845e-02, eta: 2 days, 2:42:34, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4680, top5_acc: 0.6996, loss_cls: 2.3512, loss: 2.3512, grad_norm: 3.0235 2021-07-10 22:24:51,021 - mmaction - INFO - Epoch [148][140/1879] lr: 3.845e-02, eta: 2 days, 2:42:16, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7133, loss_cls: 2.3261, loss: 2.3261, grad_norm: 2.9439 2021-07-10 22:25:07,762 - mmaction - INFO - Epoch [148][160/1879] lr: 3.845e-02, eta: 2 days, 2:41:57, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7137, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.9612 2021-07-10 22:25:24,582 - mmaction - INFO - Epoch [148][180/1879] lr: 3.845e-02, eta: 2 days, 2:41:39, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7031, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.8991 2021-07-10 22:25:41,556 - mmaction - INFO - Epoch [148][200/1879] lr: 3.845e-02, eta: 2 days, 2:41:20, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7137, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.9312 2021-07-10 22:25:58,456 - mmaction - INFO - Epoch [148][220/1879] lr: 3.845e-02, eta: 2 days, 2:41:02, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7129, loss_cls: 2.2718, loss: 2.2718, grad_norm: 2.9268 2021-07-10 22:26:15,527 - mmaction - INFO - Epoch [148][240/1879] lr: 3.845e-02, eta: 2 days, 2:40:43, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7012, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.9410 2021-07-10 22:26:32,555 - mmaction - INFO - Epoch [148][260/1879] lr: 3.845e-02, eta: 2 days, 2:40:25, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7172, loss_cls: 2.2785, loss: 2.2785, grad_norm: 2.9165 2021-07-10 22:26:49,627 - mmaction - INFO - Epoch [148][280/1879] lr: 3.845e-02, eta: 2 days, 2:40:06, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7129, loss_cls: 2.3174, loss: 2.3174, grad_norm: 2.9357 2021-07-10 22:27:06,606 - mmaction - INFO - Epoch [148][300/1879] lr: 3.845e-02, eta: 2 days, 2:39:48, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7191, loss_cls: 2.2908, loss: 2.2908, grad_norm: 2.9312 2021-07-10 22:27:23,546 - mmaction - INFO - Epoch [148][320/1879] lr: 3.845e-02, eta: 2 days, 2:39:29, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7352, loss_cls: 2.2867, loss: 2.2867, grad_norm: 2.9713 2021-07-10 22:27:40,692 - mmaction - INFO - Epoch [148][340/1879] lr: 3.845e-02, eta: 2 days, 2:39:11, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7199, loss_cls: 2.2847, loss: 2.2847, grad_norm: 2.8946 2021-07-10 22:27:57,761 - mmaction - INFO - Epoch [148][360/1879] lr: 3.845e-02, eta: 2 days, 2:38:53, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7020, loss_cls: 2.3854, loss: 2.3854, grad_norm: 2.9803 2021-07-10 22:28:14,950 - mmaction - INFO - Epoch [148][380/1879] lr: 3.845e-02, eta: 2 days, 2:38:34, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.9316 2021-07-10 22:28:32,032 - mmaction - INFO - Epoch [148][400/1879] lr: 3.845e-02, eta: 2 days, 2:38:16, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7082, loss_cls: 2.3419, loss: 2.3419, grad_norm: 2.9230 2021-07-10 22:28:48,958 - mmaction - INFO - Epoch [148][420/1879] lr: 3.845e-02, eta: 2 days, 2:37:57, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.9221 2021-07-10 22:29:06,211 - mmaction - INFO - Epoch [148][440/1879] lr: 3.845e-02, eta: 2 days, 2:37:39, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7113, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.9663 2021-07-10 22:29:23,169 - mmaction - INFO - Epoch [148][460/1879] lr: 3.845e-02, eta: 2 days, 2:37:21, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.3049, loss: 2.3049, grad_norm: 2.9692 2021-07-10 22:29:40,396 - mmaction - INFO - Epoch [148][480/1879] lr: 3.845e-02, eta: 2 days, 2:37:02, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7137, loss_cls: 2.3313, loss: 2.3313, grad_norm: 2.9874 2021-07-10 22:29:57,311 - mmaction - INFO - Epoch [148][500/1879] lr: 3.845e-02, eta: 2 days, 2:36:44, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3586, loss: 2.3586, grad_norm: 2.9916 2021-07-10 22:30:14,564 - mmaction - INFO - Epoch [148][520/1879] lr: 3.845e-02, eta: 2 days, 2:36:26, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6977, loss_cls: 2.3851, loss: 2.3851, grad_norm: 2.9667 2021-07-10 22:30:31,726 - mmaction - INFO - Epoch [148][540/1879] lr: 3.845e-02, eta: 2 days, 2:36:07, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6992, loss_cls: 2.3935, loss: 2.3935, grad_norm: 2.9815 2021-07-10 22:30:48,972 - mmaction - INFO - Epoch [148][560/1879] lr: 3.845e-02, eta: 2 days, 2:35:49, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7105, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.9047 2021-07-10 22:31:06,047 - mmaction - INFO - Epoch [148][580/1879] lr: 3.845e-02, eta: 2 days, 2:35:31, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7039, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.8736 2021-07-10 22:31:23,177 - mmaction - INFO - Epoch [148][600/1879] lr: 3.845e-02, eta: 2 days, 2:35:12, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7004, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.9226 2021-07-10 22:31:40,193 - mmaction - INFO - Epoch [148][620/1879] lr: 3.845e-02, eta: 2 days, 2:34:54, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7211, loss_cls: 2.2919, loss: 2.2919, grad_norm: 2.9945 2021-07-10 22:31:57,137 - mmaction - INFO - Epoch [148][640/1879] lr: 3.845e-02, eta: 2 days, 2:34:35, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7180, loss_cls: 2.3410, loss: 2.3410, grad_norm: 2.8852 2021-07-10 22:32:14,376 - mmaction - INFO - Epoch [148][660/1879] lr: 3.845e-02, eta: 2 days, 2:34:17, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7055, loss_cls: 2.3350, loss: 2.3350, grad_norm: 2.9222 2021-07-10 22:32:31,468 - mmaction - INFO - Epoch [148][680/1879] lr: 3.845e-02, eta: 2 days, 2:33:59, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7195, loss_cls: 2.2780, loss: 2.2780, grad_norm: 2.9155 2021-07-10 22:32:48,692 - mmaction - INFO - Epoch [148][700/1879] lr: 3.845e-02, eta: 2 days, 2:33:40, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6973, loss_cls: 2.3799, loss: 2.3799, grad_norm: 2.9576 2021-07-10 22:33:05,853 - mmaction - INFO - Epoch [148][720/1879] lr: 3.845e-02, eta: 2 days, 2:33:22, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7035, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.8976 2021-07-10 22:33:22,934 - mmaction - INFO - Epoch [148][740/1879] lr: 3.845e-02, eta: 2 days, 2:33:04, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7125, loss_cls: 2.3159, loss: 2.3159, grad_norm: 2.9449 2021-07-10 22:33:40,132 - mmaction - INFO - Epoch [148][760/1879] lr: 3.845e-02, eta: 2 days, 2:32:45, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7047, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.9423 2021-07-10 22:33:57,024 - mmaction - INFO - Epoch [148][780/1879] lr: 3.845e-02, eta: 2 days, 2:32:27, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.9924 2021-07-10 22:34:14,097 - mmaction - INFO - Epoch [148][800/1879] lr: 3.845e-02, eta: 2 days, 2:32:08, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7055, loss_cls: 2.3251, loss: 2.3251, grad_norm: 2.9331 2021-07-10 22:34:31,203 - mmaction - INFO - Epoch [148][820/1879] lr: 3.845e-02, eta: 2 days, 2:31:50, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.9125 2021-07-10 22:34:48,280 - mmaction - INFO - Epoch [148][840/1879] lr: 3.845e-02, eta: 2 days, 2:31:32, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7105, loss_cls: 2.3472, loss: 2.3472, grad_norm: 3.0045 2021-07-10 22:35:05,419 - mmaction - INFO - Epoch [148][860/1879] lr: 3.845e-02, eta: 2 days, 2:31:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7043, loss_cls: 2.3600, loss: 2.3600, grad_norm: 2.9369 2021-07-10 22:35:22,405 - mmaction - INFO - Epoch [148][880/1879] lr: 3.845e-02, eta: 2 days, 2:30:55, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7145, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.9621 2021-07-10 22:35:39,588 - mmaction - INFO - Epoch [148][900/1879] lr: 3.845e-02, eta: 2 days, 2:30:37, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7141, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.9440 2021-07-10 22:35:56,664 - mmaction - INFO - Epoch [148][920/1879] lr: 3.845e-02, eta: 2 days, 2:30:18, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7027, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.9648 2021-07-10 22:36:13,992 - mmaction - INFO - Epoch [148][940/1879] lr: 3.845e-02, eta: 2 days, 2:30:00, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7078, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.9555 2021-07-10 22:36:31,229 - mmaction - INFO - Epoch [148][960/1879] lr: 3.845e-02, eta: 2 days, 2:29:42, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7121, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.9985 2021-07-10 22:36:48,423 - mmaction - INFO - Epoch [148][980/1879] lr: 3.845e-02, eta: 2 days, 2:29:23, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7023, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.9166 2021-07-10 22:37:05,573 - mmaction - INFO - Epoch [148][1000/1879] lr: 3.845e-02, eta: 2 days, 2:29:05, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.3282, loss: 2.3282, grad_norm: 2.9709 2021-07-10 22:37:23,013 - mmaction - INFO - Epoch [148][1020/1879] lr: 3.845e-02, eta: 2 days, 2:28:47, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7234, loss_cls: 2.2492, loss: 2.2492, grad_norm: 2.9463 2021-07-10 22:37:40,134 - mmaction - INFO - Epoch [148][1040/1879] lr: 3.845e-02, eta: 2 days, 2:28:29, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.9412 2021-07-10 22:37:57,237 - mmaction - INFO - Epoch [148][1060/1879] lr: 3.845e-02, eta: 2 days, 2:28:10, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7137, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.9994 2021-07-10 22:38:14,345 - mmaction - INFO - Epoch [148][1080/1879] lr: 3.845e-02, eta: 2 days, 2:27:52, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7191, loss_cls: 2.3350, loss: 2.3350, grad_norm: 3.0035 2021-07-10 22:38:31,725 - mmaction - INFO - Epoch [148][1100/1879] lr: 3.845e-02, eta: 2 days, 2:27:34, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7020, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.9278 2021-07-10 22:38:48,823 - mmaction - INFO - Epoch [148][1120/1879] lr: 3.845e-02, eta: 2 days, 2:27:15, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7137, loss_cls: 2.3190, loss: 2.3190, grad_norm: 2.9867 2021-07-10 22:39:06,065 - mmaction - INFO - Epoch [148][1140/1879] lr: 3.845e-02, eta: 2 days, 2:26:57, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7109, loss_cls: 2.3069, loss: 2.3069, grad_norm: 2.9167 2021-07-10 22:39:23,262 - mmaction - INFO - Epoch [148][1160/1879] lr: 3.845e-02, eta: 2 days, 2:26:39, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7059, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.9521 2021-07-10 22:39:40,357 - mmaction - INFO - Epoch [148][1180/1879] lr: 3.845e-02, eta: 2 days, 2:26:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7086, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.9164 2021-07-10 22:39:57,612 - mmaction - INFO - Epoch [148][1200/1879] lr: 3.845e-02, eta: 2 days, 2:26:02, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7254, loss_cls: 2.2439, loss: 2.2439, grad_norm: 2.9595 2021-07-10 22:40:14,812 - mmaction - INFO - Epoch [148][1220/1879] lr: 3.845e-02, eta: 2 days, 2:25:44, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7129, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.9809 2021-07-10 22:40:31,982 - mmaction - INFO - Epoch [148][1240/1879] lr: 3.845e-02, eta: 2 days, 2:25:25, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7219, loss_cls: 2.2849, loss: 2.2849, grad_norm: 2.9552 2021-07-10 22:40:49,200 - mmaction - INFO - Epoch [148][1260/1879] lr: 3.845e-02, eta: 2 days, 2:25:07, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6969, loss_cls: 2.4219, loss: 2.4219, grad_norm: 3.0425 2021-07-10 22:41:06,335 - mmaction - INFO - Epoch [148][1280/1879] lr: 3.845e-02, eta: 2 days, 2:24:49, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7016, loss_cls: 2.3523, loss: 2.3523, grad_norm: 2.9084 2021-07-10 22:41:23,349 - mmaction - INFO - Epoch [148][1300/1879] lr: 3.845e-02, eta: 2 days, 2:24:30, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7020, loss_cls: 2.3585, loss: 2.3585, grad_norm: 2.9742 2021-07-10 22:41:40,498 - mmaction - INFO - Epoch [148][1320/1879] lr: 3.845e-02, eta: 2 days, 2:24:12, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7094, loss_cls: 2.3354, loss: 2.3354, grad_norm: 2.9555 2021-07-10 22:41:57,836 - mmaction - INFO - Epoch [148][1340/1879] lr: 3.845e-02, eta: 2 days, 2:23:54, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7047, loss_cls: 2.3397, loss: 2.3397, grad_norm: 2.9191 2021-07-10 22:42:15,023 - mmaction - INFO - Epoch [148][1360/1879] lr: 3.845e-02, eta: 2 days, 2:23:35, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7094, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.8881 2021-07-10 22:42:32,250 - mmaction - INFO - Epoch [148][1380/1879] lr: 3.845e-02, eta: 2 days, 2:23:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7105, loss_cls: 2.3316, loss: 2.3316, grad_norm: 2.9318 2021-07-10 22:42:49,246 - mmaction - INFO - Epoch [148][1400/1879] lr: 3.845e-02, eta: 2 days, 2:22:59, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7238, loss_cls: 2.2751, loss: 2.2751, grad_norm: 2.8910 2021-07-10 22:43:06,421 - mmaction - INFO - Epoch [148][1420/1879] lr: 3.845e-02, eta: 2 days, 2:22:40, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7234, loss_cls: 2.3012, loss: 2.3012, grad_norm: 2.9777 2021-07-10 22:43:23,634 - mmaction - INFO - Epoch [148][1440/1879] lr: 3.845e-02, eta: 2 days, 2:22:22, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.3371, loss: 2.3371, grad_norm: 2.9585 2021-07-10 22:43:40,795 - mmaction - INFO - Epoch [148][1460/1879] lr: 3.845e-02, eta: 2 days, 2:22:04, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7063, loss_cls: 2.3249, loss: 2.3249, grad_norm: 2.9160 2021-07-10 22:43:57,921 - mmaction - INFO - Epoch [148][1480/1879] lr: 3.845e-02, eta: 2 days, 2:21:45, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7098, loss_cls: 2.3974, loss: 2.3974, grad_norm: 2.9797 2021-07-10 22:44:15,107 - mmaction - INFO - Epoch [148][1500/1879] lr: 3.845e-02, eta: 2 days, 2:21:27, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6879, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.9532 2021-07-10 22:44:32,175 - mmaction - INFO - Epoch [148][1520/1879] lr: 3.845e-02, eta: 2 days, 2:21:09, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7152, loss_cls: 2.3577, loss: 2.3577, grad_norm: 2.9007 2021-07-10 22:44:49,248 - mmaction - INFO - Epoch [148][1540/1879] lr: 3.845e-02, eta: 2 days, 2:20:50, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7125, loss_cls: 2.3042, loss: 2.3042, grad_norm: 2.9330 2021-07-10 22:45:06,452 - mmaction - INFO - Epoch [148][1560/1879] lr: 3.845e-02, eta: 2 days, 2:20:32, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2246, loss: 2.2246, grad_norm: 2.9598 2021-07-10 22:45:23,676 - mmaction - INFO - Epoch [148][1580/1879] lr: 3.845e-02, eta: 2 days, 2:20:14, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4668, top5_acc: 0.6988, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.9528 2021-07-10 22:45:40,788 - mmaction - INFO - Epoch [148][1600/1879] lr: 3.845e-02, eta: 2 days, 2:19:55, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6902, loss_cls: 2.3784, loss: 2.3784, grad_norm: 2.9430 2021-07-10 22:45:57,791 - mmaction - INFO - Epoch [148][1620/1879] lr: 3.845e-02, eta: 2 days, 2:19:37, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7121, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.9781 2021-07-10 22:46:14,750 - mmaction - INFO - Epoch [148][1640/1879] lr: 3.845e-02, eta: 2 days, 2:19:19, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7082, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.8816 2021-07-10 22:46:31,801 - mmaction - INFO - Epoch [148][1660/1879] lr: 3.845e-02, eta: 2 days, 2:19:00, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7160, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.9369 2021-07-10 22:46:48,941 - mmaction - INFO - Epoch [148][1680/1879] lr: 3.845e-02, eta: 2 days, 2:18:42, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6926, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.9890 2021-07-10 22:47:06,003 - mmaction - INFO - Epoch [148][1700/1879] lr: 3.845e-02, eta: 2 days, 2:18:23, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7148, loss_cls: 2.3407, loss: 2.3407, grad_norm: 2.9823 2021-07-10 22:47:23,143 - mmaction - INFO - Epoch [148][1720/1879] lr: 3.845e-02, eta: 2 days, 2:18:05, time: 0.855, data_time: 0.007, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7059, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.9251 2021-07-10 22:47:40,299 - mmaction - INFO - Epoch [148][1740/1879] lr: 3.845e-02, eta: 2 days, 2:17:47, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3248, loss: 2.3248, grad_norm: 2.9535 2021-07-10 22:47:57,538 - mmaction - INFO - Epoch [148][1760/1879] lr: 3.845e-02, eta: 2 days, 2:17:28, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.3536, loss: 2.3536, grad_norm: 2.9025 2021-07-10 22:48:14,668 - mmaction - INFO - Epoch [148][1780/1879] lr: 3.845e-02, eta: 2 days, 2:17:10, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7184, loss_cls: 2.2900, loss: 2.2900, grad_norm: 2.9512 2021-07-10 22:48:31,942 - mmaction - INFO - Epoch [148][1800/1879] lr: 3.845e-02, eta: 2 days, 2:16:52, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7137, loss_cls: 2.3030, loss: 2.3030, grad_norm: 2.9170 2021-07-10 22:48:49,139 - mmaction - INFO - Epoch [148][1820/1879] lr: 3.845e-02, eta: 2 days, 2:16:34, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7117, loss_cls: 2.3519, loss: 2.3519, grad_norm: 2.9873 2021-07-10 22:49:06,266 - mmaction - INFO - Epoch [148][1840/1879] lr: 3.845e-02, eta: 2 days, 2:16:15, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7027, loss_cls: 2.3385, loss: 2.3385, grad_norm: 2.9346 2021-07-10 22:49:23,298 - mmaction - INFO - Epoch [148][1860/1879] lr: 3.845e-02, eta: 2 days, 2:15:57, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.3927, loss: 2.3927, grad_norm: 3.0211 2021-07-10 22:49:51,637 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 22:49:51,643 - mmaction - INFO - 106 BN found 2021-07-10 22:54:27,666 - mmaction - INFO - BN stats updated 2021-07-10 22:54:29,681 - mmaction - INFO - Saving checkpoint at 148 epochs 2021-07-10 22:56:42,378 - mmaction - INFO - Epoch [149][20/1879] lr: 3.785e-02, eta: 2 days, 2:16:33, time: 6.608, data_time: 5.628, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7082, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.9224 2021-07-10 22:56:58,903 - mmaction - INFO - Epoch [149][40/1879] lr: 3.785e-02, eta: 2 days, 2:16:14, time: 0.823, data_time: 0.008, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7172, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.9688 2021-07-10 22:57:15,300 - mmaction - INFO - Epoch [149][60/1879] lr: 3.785e-02, eta: 2 days, 2:15:55, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2673, loss: 2.2673, grad_norm: 2.9104 2021-07-10 22:57:31,959 - mmaction - INFO - Epoch [149][80/1879] lr: 3.785e-02, eta: 2 days, 2:15:37, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7223, loss_cls: 2.2722, loss: 2.2722, grad_norm: 2.8625 2021-07-10 22:57:48,453 - mmaction - INFO - Epoch [149][100/1879] lr: 3.785e-02, eta: 2 days, 2:15:18, time: 0.829, data_time: 0.006, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.9306 2021-07-10 22:58:05,233 - mmaction - INFO - Epoch [149][120/1879] lr: 3.785e-02, eta: 2 days, 2:14:59, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7230, loss_cls: 2.2831, loss: 2.2831, grad_norm: 2.9521 2021-07-10 22:58:21,974 - mmaction - INFO - Epoch [149][140/1879] lr: 3.785e-02, eta: 2 days, 2:14:41, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7289, loss_cls: 2.2475, loss: 2.2475, grad_norm: 2.9555 2021-07-10 22:58:38,562 - mmaction - INFO - Epoch [149][160/1879] lr: 3.785e-02, eta: 2 days, 2:14:22, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7230, loss_cls: 2.2738, loss: 2.2738, grad_norm: 2.9573 2021-07-10 22:58:55,341 - mmaction - INFO - Epoch [149][180/1879] lr: 3.785e-02, eta: 2 days, 2:14:03, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7078, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.8733 2021-07-10 22:59:12,302 - mmaction - INFO - Epoch [149][200/1879] lr: 3.785e-02, eta: 2 days, 2:13:45, time: 0.849, data_time: 0.008, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6934, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.9683 2021-07-10 22:59:29,114 - mmaction - INFO - Epoch [149][220/1879] lr: 3.785e-02, eta: 2 days, 2:13:26, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7238, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.0268 2021-07-10 22:59:46,080 - mmaction - INFO - Epoch [149][240/1879] lr: 3.785e-02, eta: 2 days, 2:13:08, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.3357, loss: 2.3357, grad_norm: 3.0225 2021-07-10 23:00:03,235 - mmaction - INFO - Epoch [149][260/1879] lr: 3.785e-02, eta: 2 days, 2:12:49, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6973, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.9618 2021-07-10 23:00:20,129 - mmaction - INFO - Epoch [149][280/1879] lr: 3.785e-02, eta: 2 days, 2:12:31, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7039, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.9511 2021-07-10 23:00:37,027 - mmaction - INFO - Epoch [149][300/1879] lr: 3.785e-02, eta: 2 days, 2:12:12, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2610, loss: 2.2610, grad_norm: 2.9501 2021-07-10 23:00:54,054 - mmaction - INFO - Epoch [149][320/1879] lr: 3.785e-02, eta: 2 days, 2:11:54, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7184, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.9392 2021-07-10 23:01:11,023 - mmaction - INFO - Epoch [149][340/1879] lr: 3.785e-02, eta: 2 days, 2:11:35, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7172, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.9393 2021-07-10 23:01:28,016 - mmaction - INFO - Epoch [149][360/1879] lr: 3.785e-02, eta: 2 days, 2:11:17, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7023, loss_cls: 2.3186, loss: 2.3186, grad_norm: 2.9274 2021-07-10 23:01:44,833 - mmaction - INFO - Epoch [149][380/1879] lr: 3.785e-02, eta: 2 days, 2:10:58, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7098, loss_cls: 2.3091, loss: 2.3091, grad_norm: 3.0126 2021-07-10 23:02:01,759 - mmaction - INFO - Epoch [149][400/1879] lr: 3.785e-02, eta: 2 days, 2:10:40, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7066, loss_cls: 2.3407, loss: 2.3407, grad_norm: 2.9988 2021-07-10 23:02:18,701 - mmaction - INFO - Epoch [149][420/1879] lr: 3.785e-02, eta: 2 days, 2:10:21, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7184, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.8702 2021-07-10 23:02:35,720 - mmaction - INFO - Epoch [149][440/1879] lr: 3.785e-02, eta: 2 days, 2:10:03, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7047, loss_cls: 2.3370, loss: 2.3370, grad_norm: 2.9987 2021-07-10 23:02:52,622 - mmaction - INFO - Epoch [149][460/1879] lr: 3.785e-02, eta: 2 days, 2:09:44, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7164, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.9950 2021-07-10 23:03:09,454 - mmaction - INFO - Epoch [149][480/1879] lr: 3.785e-02, eta: 2 days, 2:09:26, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7094, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.9110 2021-07-10 23:03:26,748 - mmaction - INFO - Epoch [149][500/1879] lr: 3.785e-02, eta: 2 days, 2:09:08, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2635, loss: 2.2635, grad_norm: 2.8753 2021-07-10 23:03:43,914 - mmaction - INFO - Epoch [149][520/1879] lr: 3.785e-02, eta: 2 days, 2:08:49, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7012, loss_cls: 2.3253, loss: 2.3253, grad_norm: 2.9136 2021-07-10 23:04:01,063 - mmaction - INFO - Epoch [149][540/1879] lr: 3.785e-02, eta: 2 days, 2:08:31, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.3168, loss: 2.3168, grad_norm: 2.9810 2021-07-10 23:04:17,996 - mmaction - INFO - Epoch [149][560/1879] lr: 3.785e-02, eta: 2 days, 2:08:13, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7270, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.9879 2021-07-10 23:04:35,056 - mmaction - INFO - Epoch [149][580/1879] lr: 3.785e-02, eta: 2 days, 2:07:54, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7137, loss_cls: 2.3553, loss: 2.3553, grad_norm: 3.0361 2021-07-10 23:04:52,043 - mmaction - INFO - Epoch [149][600/1879] lr: 3.785e-02, eta: 2 days, 2:07:36, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2844, loss: 2.2844, grad_norm: 2.9532 2021-07-10 23:05:09,174 - mmaction - INFO - Epoch [149][620/1879] lr: 3.785e-02, eta: 2 days, 2:07:17, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.3003, loss: 2.3003, grad_norm: 2.9922 2021-07-10 23:05:26,196 - mmaction - INFO - Epoch [149][640/1879] lr: 3.785e-02, eta: 2 days, 2:06:59, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7070, loss_cls: 2.3315, loss: 2.3315, grad_norm: 2.9967 2021-07-10 23:05:43,330 - mmaction - INFO - Epoch [149][660/1879] lr: 3.785e-02, eta: 2 days, 2:06:41, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7074, loss_cls: 2.3175, loss: 2.3175, grad_norm: 2.9833 2021-07-10 23:06:00,052 - mmaction - INFO - Epoch [149][680/1879] lr: 3.785e-02, eta: 2 days, 2:06:22, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6910, loss_cls: 2.4013, loss: 2.4013, grad_norm: 3.0222 2021-07-10 23:06:17,041 - mmaction - INFO - Epoch [149][700/1879] lr: 3.785e-02, eta: 2 days, 2:06:03, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7129, loss_cls: 2.2846, loss: 2.2846, grad_norm: 2.9814 2021-07-10 23:06:34,094 - mmaction - INFO - Epoch [149][720/1879] lr: 3.785e-02, eta: 2 days, 2:05:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7199, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.9669 2021-07-10 23:06:51,154 - mmaction - INFO - Epoch [149][740/1879] lr: 3.785e-02, eta: 2 days, 2:05:27, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7059, loss_cls: 2.3412, loss: 2.3412, grad_norm: 2.9374 2021-07-10 23:07:08,178 - mmaction - INFO - Epoch [149][760/1879] lr: 3.785e-02, eta: 2 days, 2:05:08, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7090, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.9643 2021-07-10 23:07:25,217 - mmaction - INFO - Epoch [149][780/1879] lr: 3.785e-02, eta: 2 days, 2:04:50, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7121, loss_cls: 2.3355, loss: 2.3355, grad_norm: 2.9427 2021-07-10 23:07:42,230 - mmaction - INFO - Epoch [149][800/1879] lr: 3.785e-02, eta: 2 days, 2:04:31, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7191, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.0446 2021-07-10 23:07:59,071 - mmaction - INFO - Epoch [149][820/1879] lr: 3.785e-02, eta: 2 days, 2:04:13, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6918, loss_cls: 2.4432, loss: 2.4432, grad_norm: 3.0510 2021-07-10 23:08:16,196 - mmaction - INFO - Epoch [149][840/1879] lr: 3.785e-02, eta: 2 days, 2:03:54, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4672, top5_acc: 0.6980, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.9611 2021-07-10 23:08:33,341 - mmaction - INFO - Epoch [149][860/1879] lr: 3.785e-02, eta: 2 days, 2:03:36, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7145, loss_cls: 2.3208, loss: 2.3208, grad_norm: 2.9212 2021-07-10 23:08:50,274 - mmaction - INFO - Epoch [149][880/1879] lr: 3.785e-02, eta: 2 days, 2:03:18, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7086, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.9038 2021-07-10 23:09:07,291 - mmaction - INFO - Epoch [149][900/1879] lr: 3.785e-02, eta: 2 days, 2:02:59, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2814, loss: 2.2814, grad_norm: 2.8936 2021-07-10 23:09:23,981 - mmaction - INFO - Epoch [149][920/1879] lr: 3.785e-02, eta: 2 days, 2:02:41, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.9728 2021-07-10 23:09:41,081 - mmaction - INFO - Epoch [149][940/1879] lr: 3.785e-02, eta: 2 days, 2:02:22, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7090, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.0060 2021-07-10 23:09:58,257 - mmaction - INFO - Epoch [149][960/1879] lr: 3.785e-02, eta: 2 days, 2:02:04, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6922, loss_cls: 2.3827, loss: 2.3827, grad_norm: 2.9909 2021-07-10 23:10:15,439 - mmaction - INFO - Epoch [149][980/1879] lr: 3.785e-02, eta: 2 days, 2:01:45, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7055, loss_cls: 2.3104, loss: 2.3104, grad_norm: 2.9166 2021-07-10 23:10:32,399 - mmaction - INFO - Epoch [149][1000/1879] lr: 3.785e-02, eta: 2 days, 2:01:27, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.3035, loss: 2.3035, grad_norm: 2.9584 2021-07-10 23:10:49,362 - mmaction - INFO - Epoch [149][1020/1879] lr: 3.785e-02, eta: 2 days, 2:01:09, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.9404 2021-07-10 23:11:06,456 - mmaction - INFO - Epoch [149][1040/1879] lr: 3.785e-02, eta: 2 days, 2:00:50, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7172, loss_cls: 2.2826, loss: 2.2826, grad_norm: 2.9553 2021-07-10 23:11:23,390 - mmaction - INFO - Epoch [149][1060/1879] lr: 3.785e-02, eta: 2 days, 2:00:32, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7191, loss_cls: 2.3320, loss: 2.3320, grad_norm: 3.0229 2021-07-10 23:11:40,339 - mmaction - INFO - Epoch [149][1080/1879] lr: 3.785e-02, eta: 2 days, 2:00:13, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7008, loss_cls: 2.3542, loss: 2.3542, grad_norm: 3.0026 2021-07-10 23:11:57,440 - mmaction - INFO - Epoch [149][1100/1879] lr: 3.785e-02, eta: 2 days, 1:59:55, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7148, loss_cls: 2.3013, loss: 2.3013, grad_norm: 2.9440 2021-07-10 23:12:14,395 - mmaction - INFO - Epoch [149][1120/1879] lr: 3.785e-02, eta: 2 days, 1:59:36, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7129, loss_cls: 2.3149, loss: 2.3149, grad_norm: 2.9652 2021-07-10 23:12:31,436 - mmaction - INFO - Epoch [149][1140/1879] lr: 3.785e-02, eta: 2 days, 1:59:18, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7223, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.9130 2021-07-10 23:12:48,460 - mmaction - INFO - Epoch [149][1160/1879] lr: 3.785e-02, eta: 2 days, 1:59:00, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.2808, loss: 2.2808, grad_norm: 3.0134 2021-07-10 23:13:05,471 - mmaction - INFO - Epoch [149][1180/1879] lr: 3.785e-02, eta: 2 days, 1:58:41, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7109, loss_cls: 2.3271, loss: 2.3271, grad_norm: 3.0428 2021-07-10 23:13:22,510 - mmaction - INFO - Epoch [149][1200/1879] lr: 3.785e-02, eta: 2 days, 1:58:23, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7078, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.0542 2021-07-10 23:13:39,636 - mmaction - INFO - Epoch [149][1220/1879] lr: 3.785e-02, eta: 2 days, 1:58:04, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.3223, loss: 2.3223, grad_norm: 2.9216 2021-07-10 23:13:56,622 - mmaction - INFO - Epoch [149][1240/1879] lr: 3.785e-02, eta: 2 days, 1:57:46, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.3142, loss: 2.3142, grad_norm: 2.8927 2021-07-10 23:14:13,404 - mmaction - INFO - Epoch [149][1260/1879] lr: 3.785e-02, eta: 2 days, 1:57:27, time: 0.836, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7117, loss_cls: 2.3812, loss: 2.3812, grad_norm: 3.0736 2021-07-10 23:14:30,187 - mmaction - INFO - Epoch [149][1280/1879] lr: 3.785e-02, eta: 2 days, 1:57:09, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7129, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.9213 2021-07-10 23:14:47,163 - mmaction - INFO - Epoch [149][1300/1879] lr: 3.785e-02, eta: 2 days, 1:56:50, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7102, loss_cls: 2.3634, loss: 2.3634, grad_norm: 2.9196 2021-07-10 23:15:04,190 - mmaction - INFO - Epoch [149][1320/1879] lr: 3.785e-02, eta: 2 days, 1:56:32, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7133, loss_cls: 2.3256, loss: 2.3256, grad_norm: 2.9641 2021-07-10 23:15:21,030 - mmaction - INFO - Epoch [149][1340/1879] lr: 3.785e-02, eta: 2 days, 1:56:13, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.3078, loss: 2.3078, grad_norm: 2.9784 2021-07-10 23:15:37,989 - mmaction - INFO - Epoch [149][1360/1879] lr: 3.785e-02, eta: 2 days, 1:55:55, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.9019 2021-07-10 23:15:54,967 - mmaction - INFO - Epoch [149][1380/1879] lr: 3.785e-02, eta: 2 days, 1:55:36, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4738, top5_acc: 0.6996, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.0035 2021-07-10 23:16:12,114 - mmaction - INFO - Epoch [149][1400/1879] lr: 3.785e-02, eta: 2 days, 1:55:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7125, loss_cls: 2.3060, loss: 2.3060, grad_norm: 3.0026 2021-07-10 23:16:28,836 - mmaction - INFO - Epoch [149][1420/1879] lr: 3.785e-02, eta: 2 days, 1:54:59, time: 0.836, data_time: 0.001, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7082, loss_cls: 2.3848, loss: 2.3848, grad_norm: 3.0103 2021-07-10 23:16:45,980 - mmaction - INFO - Epoch [149][1440/1879] lr: 3.785e-02, eta: 2 days, 1:54:41, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7070, loss_cls: 2.3383, loss: 2.3383, grad_norm: 2.9473 2021-07-10 23:17:02,768 - mmaction - INFO - Epoch [149][1460/1879] lr: 3.785e-02, eta: 2 days, 1:54:22, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7098, loss_cls: 2.3473, loss: 2.3473, grad_norm: 3.0103 2021-07-10 23:17:19,907 - mmaction - INFO - Epoch [149][1480/1879] lr: 3.785e-02, eta: 2 days, 1:54:04, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4252, loss: 2.4252, grad_norm: 2.9755 2021-07-10 23:17:36,679 - mmaction - INFO - Epoch [149][1500/1879] lr: 3.785e-02, eta: 2 days, 1:53:46, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2930, loss: 2.2930, grad_norm: 2.8722 2021-07-10 23:17:53,677 - mmaction - INFO - Epoch [149][1520/1879] lr: 3.785e-02, eta: 2 days, 1:53:27, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7047, loss_cls: 2.3470, loss: 2.3470, grad_norm: 3.0085 2021-07-10 23:18:10,372 - mmaction - INFO - Epoch [149][1540/1879] lr: 3.785e-02, eta: 2 days, 1:53:08, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7172, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.9746 2021-07-10 23:18:27,541 - mmaction - INFO - Epoch [149][1560/1879] lr: 3.785e-02, eta: 2 days, 1:52:50, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7211, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.9673 2021-07-10 23:18:44,319 - mmaction - INFO - Epoch [149][1580/1879] lr: 3.785e-02, eta: 2 days, 1:52:32, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7043, loss_cls: 2.3827, loss: 2.3827, grad_norm: 3.0059 2021-07-10 23:19:01,171 - mmaction - INFO - Epoch [149][1600/1879] lr: 3.785e-02, eta: 2 days, 1:52:13, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7168, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.0219 2021-07-10 23:19:18,086 - mmaction - INFO - Epoch [149][1620/1879] lr: 3.785e-02, eta: 2 days, 1:51:54, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7148, loss_cls: 2.3032, loss: 2.3032, grad_norm: 2.9312 2021-07-10 23:19:35,171 - mmaction - INFO - Epoch [149][1640/1879] lr: 3.785e-02, eta: 2 days, 1:51:36, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7137, loss_cls: 2.3196, loss: 2.3196, grad_norm: 2.9936 2021-07-10 23:19:52,240 - mmaction - INFO - Epoch [149][1660/1879] lr: 3.785e-02, eta: 2 days, 1:51:18, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6949, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.9541 2021-07-10 23:20:09,161 - mmaction - INFO - Epoch [149][1680/1879] lr: 3.785e-02, eta: 2 days, 1:50:59, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7063, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.8909 2021-07-10 23:20:26,223 - mmaction - INFO - Epoch [149][1700/1879] lr: 3.785e-02, eta: 2 days, 1:50:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7238, loss_cls: 2.2766, loss: 2.2766, grad_norm: 2.9468 2021-07-10 23:20:43,165 - mmaction - INFO - Epoch [149][1720/1879] lr: 3.785e-02, eta: 2 days, 1:50:22, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7051, loss_cls: 2.3705, loss: 2.3705, grad_norm: 3.0270 2021-07-10 23:21:00,177 - mmaction - INFO - Epoch [149][1740/1879] lr: 3.785e-02, eta: 2 days, 1:50:04, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7129, loss_cls: 2.3394, loss: 2.3394, grad_norm: 2.9970 2021-07-10 23:21:17,247 - mmaction - INFO - Epoch [149][1760/1879] lr: 3.785e-02, eta: 2 days, 1:49:46, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7102, loss_cls: 2.3103, loss: 2.3103, grad_norm: 2.9437 2021-07-10 23:21:34,141 - mmaction - INFO - Epoch [149][1780/1879] lr: 3.785e-02, eta: 2 days, 1:49:27, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6937, loss_cls: 2.4399, loss: 2.4399, grad_norm: 3.0547 2021-07-10 23:21:51,212 - mmaction - INFO - Epoch [149][1800/1879] lr: 3.785e-02, eta: 2 days, 1:49:09, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6973, loss_cls: 2.3537, loss: 2.3537, grad_norm: 2.9800 2021-07-10 23:22:08,293 - mmaction - INFO - Epoch [149][1820/1879] lr: 3.785e-02, eta: 2 days, 1:48:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7215, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.9100 2021-07-10 23:22:25,269 - mmaction - INFO - Epoch [149][1840/1879] lr: 3.785e-02, eta: 2 days, 1:48:32, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7105, loss_cls: 2.3168, loss: 2.3168, grad_norm: 3.0172 2021-07-10 23:22:42,138 - mmaction - INFO - Epoch [149][1860/1879] lr: 3.785e-02, eta: 2 days, 1:48:13, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7008, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.9745 2021-07-10 23:23:09,049 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 23:23:09,060 - mmaction - INFO - 106 BN found 2021-07-10 23:27:47,359 - mmaction - INFO - BN stats updated 2021-07-10 23:29:56,476 - mmaction - INFO - Epoch [150][20/1879] lr: 3.726e-02, eta: 2 days, 1:48:45, time: 6.354, data_time: 5.265, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7098, loss_cls: 2.3275, loss: 2.3275, grad_norm: 2.9316 2021-07-10 23:30:13,080 - mmaction - INFO - Epoch [150][40/1879] lr: 3.726e-02, eta: 2 days, 1:48:26, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7176, loss_cls: 2.2566, loss: 2.2566, grad_norm: 3.0214 2021-07-10 23:30:29,574 - mmaction - INFO - Epoch [150][60/1879] lr: 3.726e-02, eta: 2 days, 1:48:07, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7086, loss_cls: 2.4090, loss: 2.4090, grad_norm: 3.0367 2021-07-10 23:30:46,156 - mmaction - INFO - Epoch [150][80/1879] lr: 3.726e-02, eta: 2 days, 1:47:49, time: 0.829, data_time: 0.002, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7043, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.9565 2021-07-10 23:31:02,922 - mmaction - INFO - Epoch [150][100/1879] lr: 3.726e-02, eta: 2 days, 1:47:30, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7125, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.9635 2021-07-10 23:31:19,623 - mmaction - INFO - Epoch [150][120/1879] lr: 3.726e-02, eta: 2 days, 1:47:11, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.9533 2021-07-10 23:31:36,457 - mmaction - INFO - Epoch [150][140/1879] lr: 3.726e-02, eta: 2 days, 1:46:53, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7004, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.9836 2021-07-10 23:31:53,356 - mmaction - INFO - Epoch [150][160/1879] lr: 3.726e-02, eta: 2 days, 1:46:34, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7129, loss_cls: 2.3347, loss: 2.3347, grad_norm: 2.9445 2021-07-10 23:32:10,111 - mmaction - INFO - Epoch [150][180/1879] lr: 3.726e-02, eta: 2 days, 1:46:16, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7098, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.9616 2021-07-10 23:32:26,915 - mmaction - INFO - Epoch [150][200/1879] lr: 3.726e-02, eta: 2 days, 1:45:57, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7191, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.9653 2021-07-10 23:32:43,828 - mmaction - INFO - Epoch [150][220/1879] lr: 3.726e-02, eta: 2 days, 1:45:39, time: 0.844, data_time: 0.000, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7211, loss_cls: 2.3321, loss: 2.3321, grad_norm: 3.0022 2021-07-10 23:33:00,916 - mmaction - INFO - Epoch [150][240/1879] lr: 3.726e-02, eta: 2 days, 1:45:20, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7113, loss_cls: 2.3011, loss: 2.3011, grad_norm: 3.0252 2021-07-10 23:33:17,915 - mmaction - INFO - Epoch [150][260/1879] lr: 3.726e-02, eta: 2 days, 1:45:02, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.9610 2021-07-10 23:33:34,900 - mmaction - INFO - Epoch [150][280/1879] lr: 3.726e-02, eta: 2 days, 1:44:43, time: 0.851, data_time: 0.007, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7051, loss_cls: 2.3572, loss: 2.3572, grad_norm: 3.0081 2021-07-10 23:33:51,852 - mmaction - INFO - Epoch [150][300/1879] lr: 3.726e-02, eta: 2 days, 1:44:25, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7188, loss_cls: 2.2965, loss: 2.2965, grad_norm: 2.9940 2021-07-10 23:34:08,915 - mmaction - INFO - Epoch [150][320/1879] lr: 3.726e-02, eta: 2 days, 1:44:06, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3543, loss: 2.3543, grad_norm: 3.0116 2021-07-10 23:34:25,741 - mmaction - INFO - Epoch [150][340/1879] lr: 3.726e-02, eta: 2 days, 1:43:48, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7137, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.9816 2021-07-10 23:34:42,913 - mmaction - INFO - Epoch [150][360/1879] lr: 3.726e-02, eta: 2 days, 1:43:29, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7086, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.9494 2021-07-10 23:34:59,934 - mmaction - INFO - Epoch [150][380/1879] lr: 3.726e-02, eta: 2 days, 1:43:11, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2784, loss: 2.2784, grad_norm: 2.8335 2021-07-10 23:35:16,913 - mmaction - INFO - Epoch [150][400/1879] lr: 3.726e-02, eta: 2 days, 1:42:53, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.6980, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.9331 2021-07-10 23:35:33,724 - mmaction - INFO - Epoch [150][420/1879] lr: 3.726e-02, eta: 2 days, 1:42:34, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7035, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.9152 2021-07-10 23:35:50,663 - mmaction - INFO - Epoch [150][440/1879] lr: 3.726e-02, eta: 2 days, 1:42:16, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7219, loss_cls: 2.2699, loss: 2.2699, grad_norm: 3.0319 2021-07-10 23:36:07,674 - mmaction - INFO - Epoch [150][460/1879] lr: 3.726e-02, eta: 2 days, 1:41:57, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7262, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.0090 2021-07-10 23:36:24,629 - mmaction - INFO - Epoch [150][480/1879] lr: 3.726e-02, eta: 2 days, 1:41:39, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.9515 2021-07-10 23:36:41,596 - mmaction - INFO - Epoch [150][500/1879] lr: 3.726e-02, eta: 2 days, 1:41:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6996, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.9343 2021-07-10 23:36:58,560 - mmaction - INFO - Epoch [150][520/1879] lr: 3.726e-02, eta: 2 days, 1:41:02, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3408, loss: 2.3408, grad_norm: 2.9286 2021-07-10 23:37:15,334 - mmaction - INFO - Epoch [150][540/1879] lr: 3.726e-02, eta: 2 days, 1:40:43, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7113, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.9041 2021-07-10 23:37:32,452 - mmaction - INFO - Epoch [150][560/1879] lr: 3.726e-02, eta: 2 days, 1:40:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7152, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.9787 2021-07-10 23:37:49,342 - mmaction - INFO - Epoch [150][580/1879] lr: 3.726e-02, eta: 2 days, 1:40:06, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7141, loss_cls: 2.3349, loss: 2.3349, grad_norm: 3.0033 2021-07-10 23:38:06,029 - mmaction - INFO - Epoch [150][600/1879] lr: 3.726e-02, eta: 2 days, 1:39:48, time: 0.834, data_time: 0.001, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7145, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.0177 2021-07-10 23:38:23,079 - mmaction - INFO - Epoch [150][620/1879] lr: 3.726e-02, eta: 2 days, 1:39:29, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7133, loss_cls: 2.3210, loss: 2.3210, grad_norm: 2.9645 2021-07-10 23:38:40,006 - mmaction - INFO - Epoch [150][640/1879] lr: 3.726e-02, eta: 2 days, 1:39:11, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7254, loss_cls: 2.2607, loss: 2.2607, grad_norm: 2.9274 2021-07-10 23:38:56,955 - mmaction - INFO - Epoch [150][660/1879] lr: 3.726e-02, eta: 2 days, 1:38:52, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7188, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.9979 2021-07-10 23:39:14,025 - mmaction - INFO - Epoch [150][680/1879] lr: 3.726e-02, eta: 2 days, 1:38:34, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7285, loss_cls: 2.2495, loss: 2.2495, grad_norm: 2.9484 2021-07-10 23:39:30,914 - mmaction - INFO - Epoch [150][700/1879] lr: 3.726e-02, eta: 2 days, 1:38:15, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 2.3628, loss: 2.3628, grad_norm: 3.0053 2021-07-10 23:39:47,852 - mmaction - INFO - Epoch [150][720/1879] lr: 3.726e-02, eta: 2 days, 1:37:57, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7047, loss_cls: 2.3506, loss: 2.3506, grad_norm: 3.0059 2021-07-10 23:40:05,068 - mmaction - INFO - Epoch [150][740/1879] lr: 3.726e-02, eta: 2 days, 1:37:39, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.3123, loss: 2.3123, grad_norm: 3.0310 2021-07-10 23:40:22,043 - mmaction - INFO - Epoch [150][760/1879] lr: 3.726e-02, eta: 2 days, 1:37:20, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3782, loss: 2.3782, grad_norm: 2.9692 2021-07-10 23:40:39,025 - mmaction - INFO - Epoch [150][780/1879] lr: 3.726e-02, eta: 2 days, 1:37:02, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4105, loss: 2.4105, grad_norm: 2.9968 2021-07-10 23:40:56,251 - mmaction - INFO - Epoch [150][800/1879] lr: 3.726e-02, eta: 2 days, 1:36:43, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7121, loss_cls: 2.3140, loss: 2.3140, grad_norm: 2.9994 2021-07-10 23:41:13,187 - mmaction - INFO - Epoch [150][820/1879] lr: 3.726e-02, eta: 2 days, 1:36:25, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7156, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.9935 2021-07-10 23:41:30,225 - mmaction - INFO - Epoch [150][840/1879] lr: 3.726e-02, eta: 2 days, 1:36:06, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7078, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.9024 2021-07-10 23:41:47,229 - mmaction - INFO - Epoch [150][860/1879] lr: 3.726e-02, eta: 2 days, 1:35:48, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7023, loss_cls: 2.3386, loss: 2.3386, grad_norm: 2.9770 2021-07-10 23:42:04,343 - mmaction - INFO - Epoch [150][880/1879] lr: 3.726e-02, eta: 2 days, 1:35:30, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7145, loss_cls: 2.3259, loss: 2.3259, grad_norm: 3.0398 2021-07-10 23:42:21,409 - mmaction - INFO - Epoch [150][900/1879] lr: 3.726e-02, eta: 2 days, 1:35:11, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7121, loss_cls: 2.3536, loss: 2.3536, grad_norm: 3.0162 2021-07-10 23:42:38,630 - mmaction - INFO - Epoch [150][920/1879] lr: 3.726e-02, eta: 2 days, 1:34:53, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2604, loss: 2.2604, grad_norm: 2.9439 2021-07-10 23:42:55,637 - mmaction - INFO - Epoch [150][940/1879] lr: 3.726e-02, eta: 2 days, 1:34:35, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7117, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.0223 2021-07-10 23:43:12,910 - mmaction - INFO - Epoch [150][960/1879] lr: 3.726e-02, eta: 2 days, 1:34:16, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.3700, loss: 2.3700, grad_norm: 3.0341 2021-07-10 23:43:29,852 - mmaction - INFO - Epoch [150][980/1879] lr: 3.726e-02, eta: 2 days, 1:33:58, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7223, loss_cls: 2.2672, loss: 2.2672, grad_norm: 2.9758 2021-07-10 23:43:46,971 - mmaction - INFO - Epoch [150][1000/1879] lr: 3.726e-02, eta: 2 days, 1:33:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7168, loss_cls: 2.2666, loss: 2.2666, grad_norm: 3.0022 2021-07-10 23:44:03,908 - mmaction - INFO - Epoch [150][1020/1879] lr: 3.726e-02, eta: 2 days, 1:33:21, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7152, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.0214 2021-07-10 23:44:20,933 - mmaction - INFO - Epoch [150][1040/1879] lr: 3.726e-02, eta: 2 days, 1:33:03, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7195, loss_cls: 2.2827, loss: 2.2827, grad_norm: 3.0780 2021-07-10 23:44:38,053 - mmaction - INFO - Epoch [150][1060/1879] lr: 3.726e-02, eta: 2 days, 1:32:44, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7121, loss_cls: 2.3109, loss: 2.3109, grad_norm: 2.9352 2021-07-10 23:44:55,061 - mmaction - INFO - Epoch [150][1080/1879] lr: 3.726e-02, eta: 2 days, 1:32:26, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.6988, loss_cls: 2.3564, loss: 2.3564, grad_norm: 2.9684 2021-07-10 23:45:12,192 - mmaction - INFO - Epoch [150][1100/1879] lr: 3.726e-02, eta: 2 days, 1:32:07, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7117, loss_cls: 2.2582, loss: 2.2582, grad_norm: 2.9432 2021-07-10 23:45:29,187 - mmaction - INFO - Epoch [150][1120/1879] lr: 3.726e-02, eta: 2 days, 1:31:49, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.9995 2021-07-10 23:45:46,269 - mmaction - INFO - Epoch [150][1140/1879] lr: 3.726e-02, eta: 2 days, 1:31:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7180, loss_cls: 2.3137, loss: 2.3137, grad_norm: 3.0214 2021-07-10 23:46:03,516 - mmaction - INFO - Epoch [150][1160/1879] lr: 3.726e-02, eta: 2 days, 1:31:12, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.9975 2021-07-10 23:46:20,435 - mmaction - INFO - Epoch [150][1180/1879] lr: 3.726e-02, eta: 2 days, 1:30:54, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6984, loss_cls: 2.4032, loss: 2.4032, grad_norm: 3.0370 2021-07-10 23:46:37,487 - mmaction - INFO - Epoch [150][1200/1879] lr: 3.726e-02, eta: 2 days, 1:30:36, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7051, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.9575 2021-07-10 23:46:54,319 - mmaction - INFO - Epoch [150][1220/1879] lr: 3.726e-02, eta: 2 days, 1:30:17, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7031, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.9803 2021-07-10 23:47:11,299 - mmaction - INFO - Epoch [150][1240/1879] lr: 3.726e-02, eta: 2 days, 1:29:59, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.3589, loss: 2.3589, grad_norm: 3.0626 2021-07-10 23:47:28,285 - mmaction - INFO - Epoch [150][1260/1879] lr: 3.726e-02, eta: 2 days, 1:29:40, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3661, loss: 2.3661, grad_norm: 3.0347 2021-07-10 23:47:45,424 - mmaction - INFO - Epoch [150][1280/1879] lr: 3.726e-02, eta: 2 days, 1:29:22, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7035, loss_cls: 2.3823, loss: 2.3823, grad_norm: 2.9833 2021-07-10 23:48:02,533 - mmaction - INFO - Epoch [150][1300/1879] lr: 3.726e-02, eta: 2 days, 1:29:03, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.9520 2021-07-10 23:48:19,695 - mmaction - INFO - Epoch [150][1320/1879] lr: 3.726e-02, eta: 2 days, 1:28:45, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7266, loss_cls: 2.2610, loss: 2.2610, grad_norm: 2.9514 2021-07-10 23:48:36,853 - mmaction - INFO - Epoch [150][1340/1879] lr: 3.726e-02, eta: 2 days, 1:28:27, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.6996, loss_cls: 2.3639, loss: 2.3639, grad_norm: 3.0118 2021-07-10 23:48:54,051 - mmaction - INFO - Epoch [150][1360/1879] lr: 3.726e-02, eta: 2 days, 1:28:09, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7129, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.9971 2021-07-10 23:49:11,086 - mmaction - INFO - Epoch [150][1380/1879] lr: 3.726e-02, eta: 2 days, 1:27:50, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7078, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.9969 2021-07-10 23:49:28,037 - mmaction - INFO - Epoch [150][1400/1879] lr: 3.726e-02, eta: 2 days, 1:27:32, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7145, loss_cls: 2.3395, loss: 2.3395, grad_norm: 2.9635 2021-07-10 23:49:45,195 - mmaction - INFO - Epoch [150][1420/1879] lr: 3.726e-02, eta: 2 days, 1:27:13, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7176, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.9505 2021-07-10 23:50:02,282 - mmaction - INFO - Epoch [150][1440/1879] lr: 3.726e-02, eta: 2 days, 1:26:55, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7047, loss_cls: 2.3744, loss: 2.3744, grad_norm: 3.0177 2021-07-10 23:50:19,335 - mmaction - INFO - Epoch [150][1460/1879] lr: 3.726e-02, eta: 2 days, 1:26:37, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7180, loss_cls: 2.2794, loss: 2.2794, grad_norm: 2.9405 2021-07-10 23:50:36,465 - mmaction - INFO - Epoch [150][1480/1879] lr: 3.726e-02, eta: 2 days, 1:26:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7137, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.0087 2021-07-10 23:50:53,654 - mmaction - INFO - Epoch [150][1500/1879] lr: 3.726e-02, eta: 2 days, 1:26:00, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7133, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.0620 2021-07-10 23:51:10,618 - mmaction - INFO - Epoch [150][1520/1879] lr: 3.726e-02, eta: 2 days, 1:25:41, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.9904 2021-07-10 23:51:27,471 - mmaction - INFO - Epoch [150][1540/1879] lr: 3.726e-02, eta: 2 days, 1:25:23, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7082, loss_cls: 2.3834, loss: 2.3834, grad_norm: 3.0597 2021-07-10 23:51:44,786 - mmaction - INFO - Epoch [150][1560/1879] lr: 3.726e-02, eta: 2 days, 1:25:05, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7051, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.9432 2021-07-10 23:52:01,873 - mmaction - INFO - Epoch [150][1580/1879] lr: 3.726e-02, eta: 2 days, 1:24:46, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7133, loss_cls: 2.3100, loss: 2.3100, grad_norm: 3.0144 2021-07-10 23:52:19,041 - mmaction - INFO - Epoch [150][1600/1879] lr: 3.726e-02, eta: 2 days, 1:24:28, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7051, loss_cls: 2.3518, loss: 2.3518, grad_norm: 3.0127 2021-07-10 23:52:36,074 - mmaction - INFO - Epoch [150][1620/1879] lr: 3.726e-02, eta: 2 days, 1:24:10, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7027, loss_cls: 2.3955, loss: 2.3955, grad_norm: 3.0133 2021-07-10 23:52:53,371 - mmaction - INFO - Epoch [150][1640/1879] lr: 3.726e-02, eta: 2 days, 1:23:51, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6906, loss_cls: 2.4561, loss: 2.4561, grad_norm: 2.9608 2021-07-10 23:53:10,523 - mmaction - INFO - Epoch [150][1660/1879] lr: 3.726e-02, eta: 2 days, 1:23:33, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7070, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.9970 2021-07-10 23:53:27,643 - mmaction - INFO - Epoch [150][1680/1879] lr: 3.726e-02, eta: 2 days, 1:23:15, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7273, loss_cls: 2.2409, loss: 2.2409, grad_norm: 2.9668 2021-07-10 23:53:44,629 - mmaction - INFO - Epoch [150][1700/1879] lr: 3.726e-02, eta: 2 days, 1:22:56, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7168, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.0384 2021-07-10 23:54:01,901 - mmaction - INFO - Epoch [150][1720/1879] lr: 3.726e-02, eta: 2 days, 1:22:38, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.6980, loss_cls: 2.3802, loss: 2.3802, grad_norm: 3.0060 2021-07-10 23:54:18,990 - mmaction - INFO - Epoch [150][1740/1879] lr: 3.726e-02, eta: 2 days, 1:22:20, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.7000, loss_cls: 2.4308, loss: 2.4308, grad_norm: 3.1199 2021-07-10 23:54:36,034 - mmaction - INFO - Epoch [150][1760/1879] lr: 3.726e-02, eta: 2 days, 1:22:01, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7012, loss_cls: 2.3372, loss: 2.3372, grad_norm: 3.0214 2021-07-10 23:54:53,081 - mmaction - INFO - Epoch [150][1780/1879] lr: 3.726e-02, eta: 2 days, 1:21:43, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7066, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.9520 2021-07-10 23:55:10,205 - mmaction - INFO - Epoch [150][1800/1879] lr: 3.726e-02, eta: 2 days, 1:21:25, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.9455 2021-07-10 23:55:27,279 - mmaction - INFO - Epoch [150][1820/1879] lr: 3.726e-02, eta: 2 days, 1:21:06, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7070, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.9791 2021-07-10 23:55:44,473 - mmaction - INFO - Epoch [150][1840/1879] lr: 3.726e-02, eta: 2 days, 1:20:48, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7027, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.9916 2021-07-10 23:56:01,430 - mmaction - INFO - Epoch [150][1860/1879] lr: 3.726e-02, eta: 2 days, 1:20:30, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.3002, loss: 2.3002, grad_norm: 2.9475 2021-07-10 23:56:29,733 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-10 23:56:29,737 - mmaction - INFO - 106 BN found 2021-07-11 00:01:07,536 - mmaction - INFO - BN stats updated 2021-07-11 00:05:16,917 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-11 00:05:17,896 - mmaction - INFO - top1_acc 0.5540 top5_acc 0.8000 2021-07-11 00:05:17,896 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-11 00:05:17,961 - mmaction - INFO - mean_acc 0.5539 2021-07-11 00:05:19,739 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_150.pth. 2021-07-11 00:05:19,740 - mmaction - INFO - Best top1_acc is 0.5540 at 150 epoch. 2021-07-11 00:05:19,748 - mmaction - INFO - Epoch(val) [150][155] top1_acc: 0.5540, top5_acc: 0.8000, mean_class_accuracy: 0.5539 2021-07-11 00:07:20,903 - mmaction - INFO - Epoch [151][20/1879] lr: 3.666e-02, eta: 2 days, 1:20:56, time: 6.053, data_time: 5.082, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7262, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.9856 2021-07-11 00:07:37,489 - mmaction - INFO - Epoch [151][40/1879] lr: 3.666e-02, eta: 2 days, 1:20:37, time: 0.829, data_time: 0.008, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7039, loss_cls: 2.3357, loss: 2.3357, grad_norm: 3.0197 2021-07-11 00:07:54,017 - mmaction - INFO - Epoch [151][60/1879] lr: 3.666e-02, eta: 2 days, 1:20:18, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7234, loss_cls: 2.2617, loss: 2.2617, grad_norm: 2.9528 2021-07-11 00:08:10,651 - mmaction - INFO - Epoch [151][80/1879] lr: 3.666e-02, eta: 2 days, 1:20:00, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7129, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.9902 2021-07-11 00:08:27,261 - mmaction - INFO - Epoch [151][100/1879] lr: 3.666e-02, eta: 2 days, 1:19:41, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7211, loss_cls: 2.2755, loss: 2.2755, grad_norm: 2.9549 2021-07-11 00:08:43,832 - mmaction - INFO - Epoch [151][120/1879] lr: 3.666e-02, eta: 2 days, 1:19:22, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7227, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.0096 2021-07-11 00:09:00,513 - mmaction - INFO - Epoch [151][140/1879] lr: 3.666e-02, eta: 2 days, 1:19:03, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7340, loss_cls: 2.2287, loss: 2.2287, grad_norm: 2.9828 2021-07-11 00:09:17,369 - mmaction - INFO - Epoch [151][160/1879] lr: 3.666e-02, eta: 2 days, 1:18:45, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7051, loss_cls: 2.3452, loss: 2.3452, grad_norm: 3.0084 2021-07-11 00:09:34,277 - mmaction - INFO - Epoch [151][180/1879] lr: 3.666e-02, eta: 2 days, 1:18:26, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2772, loss: 2.2772, grad_norm: 3.0370 2021-07-11 00:09:51,012 - mmaction - INFO - Epoch [151][200/1879] lr: 3.666e-02, eta: 2 days, 1:18:08, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7273, loss_cls: 2.2672, loss: 2.2672, grad_norm: 2.9672 2021-07-11 00:10:07,950 - mmaction - INFO - Epoch [151][220/1879] lr: 3.666e-02, eta: 2 days, 1:17:49, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7109, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.9488 2021-07-11 00:10:24,947 - mmaction - INFO - Epoch [151][240/1879] lr: 3.666e-02, eta: 2 days, 1:17:31, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2431, loss: 2.2431, grad_norm: 2.9251 2021-07-11 00:10:42,056 - mmaction - INFO - Epoch [151][260/1879] lr: 3.666e-02, eta: 2 days, 1:17:13, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7063, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.0036 2021-07-11 00:10:59,127 - mmaction - INFO - Epoch [151][280/1879] lr: 3.666e-02, eta: 2 days, 1:16:54, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7102, loss_cls: 2.3399, loss: 2.3399, grad_norm: 3.0482 2021-07-11 00:11:16,192 - mmaction - INFO - Epoch [151][300/1879] lr: 3.666e-02, eta: 2 days, 1:16:36, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7293, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.8900 2021-07-11 00:11:33,262 - mmaction - INFO - Epoch [151][320/1879] lr: 3.666e-02, eta: 2 days, 1:16:17, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2757, loss: 2.2757, grad_norm: 3.0072 2021-07-11 00:11:50,327 - mmaction - INFO - Epoch [151][340/1879] lr: 3.666e-02, eta: 2 days, 1:15:59, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7145, loss_cls: 2.3441, loss: 2.3441, grad_norm: 3.0803 2021-07-11 00:12:07,465 - mmaction - INFO - Epoch [151][360/1879] lr: 3.666e-02, eta: 2 days, 1:15:41, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7117, loss_cls: 2.3117, loss: 2.3117, grad_norm: 3.0547 2021-07-11 00:12:24,380 - mmaction - INFO - Epoch [151][380/1879] lr: 3.666e-02, eta: 2 days, 1:15:22, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7152, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.0421 2021-07-11 00:12:41,160 - mmaction - INFO - Epoch [151][400/1879] lr: 3.666e-02, eta: 2 days, 1:15:04, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7184, loss_cls: 2.2800, loss: 2.2800, grad_norm: 2.9891 2021-07-11 00:12:58,176 - mmaction - INFO - Epoch [151][420/1879] lr: 3.666e-02, eta: 2 days, 1:14:45, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7184, loss_cls: 2.2983, loss: 2.2983, grad_norm: 3.0131 2021-07-11 00:13:15,206 - mmaction - INFO - Epoch [151][440/1879] lr: 3.666e-02, eta: 2 days, 1:14:27, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7059, loss_cls: 2.3989, loss: 2.3989, grad_norm: 3.0350 2021-07-11 00:13:32,294 - mmaction - INFO - Epoch [151][460/1879] lr: 3.666e-02, eta: 2 days, 1:14:08, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.9035 2021-07-11 00:13:49,383 - mmaction - INFO - Epoch [151][480/1879] lr: 3.666e-02, eta: 2 days, 1:13:50, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7180, loss_cls: 2.2370, loss: 2.2370, grad_norm: 2.8769 2021-07-11 00:14:06,317 - mmaction - INFO - Epoch [151][500/1879] lr: 3.666e-02, eta: 2 days, 1:13:32, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7016, loss_cls: 2.3828, loss: 2.3828, grad_norm: 3.0280 2021-07-11 00:14:23,468 - mmaction - INFO - Epoch [151][520/1879] lr: 3.666e-02, eta: 2 days, 1:13:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7121, loss_cls: 2.3014, loss: 2.3014, grad_norm: 3.0425 2021-07-11 00:14:40,331 - mmaction - INFO - Epoch [151][540/1879] lr: 3.666e-02, eta: 2 days, 1:12:55, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7105, loss_cls: 2.3413, loss: 2.3413, grad_norm: 3.0108 2021-07-11 00:14:57,265 - mmaction - INFO - Epoch [151][560/1879] lr: 3.666e-02, eta: 2 days, 1:12:36, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7020, loss_cls: 2.3901, loss: 2.3901, grad_norm: 3.0965 2021-07-11 00:15:14,259 - mmaction - INFO - Epoch [151][580/1879] lr: 3.666e-02, eta: 2 days, 1:12:18, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7234, loss_cls: 2.2418, loss: 2.2418, grad_norm: 2.9348 2021-07-11 00:15:31,262 - mmaction - INFO - Epoch [151][600/1879] lr: 3.666e-02, eta: 2 days, 1:11:59, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3581, loss: 2.3581, grad_norm: 3.0280 2021-07-11 00:15:48,345 - mmaction - INFO - Epoch [151][620/1879] lr: 3.666e-02, eta: 2 days, 1:11:41, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7051, loss_cls: 2.3254, loss: 2.3254, grad_norm: 3.0040 2021-07-11 00:16:05,383 - mmaction - INFO - Epoch [151][640/1879] lr: 3.666e-02, eta: 2 days, 1:11:23, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7090, loss_cls: 2.3646, loss: 2.3646, grad_norm: 3.0066 2021-07-11 00:16:22,491 - mmaction - INFO - Epoch [151][660/1879] lr: 3.666e-02, eta: 2 days, 1:11:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7012, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.9404 2021-07-11 00:16:39,306 - mmaction - INFO - Epoch [151][680/1879] lr: 3.666e-02, eta: 2 days, 1:10:46, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7113, loss_cls: 2.3225, loss: 2.3225, grad_norm: 2.9936 2021-07-11 00:16:56,330 - mmaction - INFO - Epoch [151][700/1879] lr: 3.666e-02, eta: 2 days, 1:10:27, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7121, loss_cls: 2.3180, loss: 2.3180, grad_norm: 3.0528 2021-07-11 00:17:13,278 - mmaction - INFO - Epoch [151][720/1879] lr: 3.666e-02, eta: 2 days, 1:10:09, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6996, loss_cls: 2.3768, loss: 2.3768, grad_norm: 3.0128 2021-07-11 00:17:30,341 - mmaction - INFO - Epoch [151][740/1879] lr: 3.666e-02, eta: 2 days, 1:09:50, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7125, loss_cls: 2.2784, loss: 2.2784, grad_norm: 2.9829 2021-07-11 00:17:47,451 - mmaction - INFO - Epoch [151][760/1879] lr: 3.666e-02, eta: 2 days, 1:09:32, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7254, loss_cls: 2.2703, loss: 2.2703, grad_norm: 2.9259 2021-07-11 00:18:04,221 - mmaction - INFO - Epoch [151][780/1879] lr: 3.666e-02, eta: 2 days, 1:09:13, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7277, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.0006 2021-07-11 00:18:21,241 - mmaction - INFO - Epoch [151][800/1879] lr: 3.666e-02, eta: 2 days, 1:08:55, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7066, loss_cls: 2.3496, loss: 2.3496, grad_norm: 3.0613 2021-07-11 00:18:38,340 - mmaction - INFO - Epoch [151][820/1879] lr: 3.666e-02, eta: 2 days, 1:08:37, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.3540, loss: 2.3540, grad_norm: 2.9786 2021-07-11 00:18:55,329 - mmaction - INFO - Epoch [151][840/1879] lr: 3.666e-02, eta: 2 days, 1:08:18, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7250, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.0170 2021-07-11 00:19:12,378 - mmaction - INFO - Epoch [151][860/1879] lr: 3.666e-02, eta: 2 days, 1:08:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7176, loss_cls: 2.3296, loss: 2.3296, grad_norm: 3.0691 2021-07-11 00:19:29,298 - mmaction - INFO - Epoch [151][880/1879] lr: 3.666e-02, eta: 2 days, 1:07:41, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7090, loss_cls: 2.3638, loss: 2.3638, grad_norm: 3.0875 2021-07-11 00:19:46,449 - mmaction - INFO - Epoch [151][900/1879] lr: 3.666e-02, eta: 2 days, 1:07:23, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7250, loss_cls: 2.2870, loss: 2.2870, grad_norm: 2.9403 2021-07-11 00:20:03,699 - mmaction - INFO - Epoch [151][920/1879] lr: 3.666e-02, eta: 2 days, 1:07:05, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7270, loss_cls: 2.2141, loss: 2.2141, grad_norm: 2.9810 2021-07-11 00:20:20,522 - mmaction - INFO - Epoch [151][940/1879] lr: 3.666e-02, eta: 2 days, 1:06:46, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7129, loss_cls: 2.3268, loss: 2.3268, grad_norm: 2.9761 2021-07-11 00:20:37,730 - mmaction - INFO - Epoch [151][960/1879] lr: 3.666e-02, eta: 2 days, 1:06:28, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7098, loss_cls: 2.3390, loss: 2.3390, grad_norm: 3.0070 2021-07-11 00:20:54,732 - mmaction - INFO - Epoch [151][980/1879] lr: 3.666e-02, eta: 2 days, 1:06:10, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.9918 2021-07-11 00:21:12,120 - mmaction - INFO - Epoch [151][1000/1879] lr: 3.666e-02, eta: 2 days, 1:05:51, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3153, loss: 2.3153, grad_norm: 3.0088 2021-07-11 00:21:29,279 - mmaction - INFO - Epoch [151][1020/1879] lr: 3.666e-02, eta: 2 days, 1:05:33, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6996, loss_cls: 2.3888, loss: 2.3888, grad_norm: 3.0620 2021-07-11 00:21:46,316 - mmaction - INFO - Epoch [151][1040/1879] lr: 3.666e-02, eta: 2 days, 1:05:15, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7148, loss_cls: 2.3299, loss: 2.3299, grad_norm: 3.0081 2021-07-11 00:22:03,319 - mmaction - INFO - Epoch [151][1060/1879] lr: 3.666e-02, eta: 2 days, 1:04:56, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3234, loss: 2.3234, grad_norm: 3.0244 2021-07-11 00:22:20,455 - mmaction - INFO - Epoch [151][1080/1879] lr: 3.666e-02, eta: 2 days, 1:04:38, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.3794, loss: 2.3794, grad_norm: 3.0355 2021-07-11 00:22:37,444 - mmaction - INFO - Epoch [151][1100/1879] lr: 3.666e-02, eta: 2 days, 1:04:20, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7098, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.9982 2021-07-11 00:22:54,558 - mmaction - INFO - Epoch [151][1120/1879] lr: 3.666e-02, eta: 2 days, 1:04:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3342, loss: 2.3342, grad_norm: 2.9601 2021-07-11 00:23:11,414 - mmaction - INFO - Epoch [151][1140/1879] lr: 3.666e-02, eta: 2 days, 1:03:43, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7086, loss_cls: 2.3647, loss: 2.3647, grad_norm: 3.0398 2021-07-11 00:23:28,647 - mmaction - INFO - Epoch [151][1160/1879] lr: 3.666e-02, eta: 2 days, 1:03:24, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7105, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.9893 2021-07-11 00:23:45,692 - mmaction - INFO - Epoch [151][1180/1879] lr: 3.666e-02, eta: 2 days, 1:03:06, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.3050, loss: 2.3050, grad_norm: 2.9627 2021-07-11 00:24:02,614 - mmaction - INFO - Epoch [151][1200/1879] lr: 3.666e-02, eta: 2 days, 1:02:47, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3875, loss: 2.3875, grad_norm: 3.0047 2021-07-11 00:24:19,792 - mmaction - INFO - Epoch [151][1220/1879] lr: 3.666e-02, eta: 2 days, 1:02:29, time: 0.863, data_time: 0.008, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7145, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.9965 2021-07-11 00:24:36,809 - mmaction - INFO - Epoch [151][1240/1879] lr: 3.666e-02, eta: 2 days, 1:02:11, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7020, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.9861 2021-07-11 00:24:53,854 - mmaction - INFO - Epoch [151][1260/1879] lr: 3.666e-02, eta: 2 days, 1:01:52, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7043, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.9678 2021-07-11 00:25:10,837 - mmaction - INFO - Epoch [151][1280/1879] lr: 3.666e-02, eta: 2 days, 1:01:34, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7090, loss_cls: 2.3446, loss: 2.3446, grad_norm: 2.9954 2021-07-11 00:25:27,839 - mmaction - INFO - Epoch [151][1300/1879] lr: 3.666e-02, eta: 2 days, 1:01:16, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2882, loss: 2.2882, grad_norm: 2.9109 2021-07-11 00:25:44,973 - mmaction - INFO - Epoch [151][1320/1879] lr: 3.666e-02, eta: 2 days, 1:00:57, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7070, loss_cls: 2.3317, loss: 2.3317, grad_norm: 3.0034 2021-07-11 00:26:01,831 - mmaction - INFO - Epoch [151][1340/1879] lr: 3.666e-02, eta: 2 days, 1:00:39, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3416, loss: 2.3416, grad_norm: 3.0234 2021-07-11 00:26:18,913 - mmaction - INFO - Epoch [151][1360/1879] lr: 3.666e-02, eta: 2 days, 1:00:20, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7027, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.9869 2021-07-11 00:26:35,743 - mmaction - INFO - Epoch [151][1380/1879] lr: 3.666e-02, eta: 2 days, 1:00:02, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.2924, loss: 2.2924, grad_norm: 2.9246 2021-07-11 00:26:52,739 - mmaction - INFO - Epoch [151][1400/1879] lr: 3.666e-02, eta: 2 days, 0:59:43, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3290, loss: 2.3290, grad_norm: 2.9582 2021-07-11 00:27:09,661 - mmaction - INFO - Epoch [151][1420/1879] lr: 3.666e-02, eta: 2 days, 0:59:25, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7008, loss_cls: 2.3663, loss: 2.3663, grad_norm: 3.0168 2021-07-11 00:27:26,804 - mmaction - INFO - Epoch [151][1440/1879] lr: 3.666e-02, eta: 2 days, 0:59:07, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7219, loss_cls: 2.2420, loss: 2.2420, grad_norm: 3.0399 2021-07-11 00:27:43,887 - mmaction - INFO - Epoch [151][1460/1879] lr: 3.666e-02, eta: 2 days, 0:58:48, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7227, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.0042 2021-07-11 00:28:01,001 - mmaction - INFO - Epoch [151][1480/1879] lr: 3.666e-02, eta: 2 days, 0:58:30, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7156, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.0559 2021-07-11 00:28:17,975 - mmaction - INFO - Epoch [151][1500/1879] lr: 3.666e-02, eta: 2 days, 0:58:11, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.1024 2021-07-11 00:28:35,052 - mmaction - INFO - Epoch [151][1520/1879] lr: 3.666e-02, eta: 2 days, 0:57:53, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3766, loss: 2.3766, grad_norm: 3.0528 2021-07-11 00:28:52,065 - mmaction - INFO - Epoch [151][1540/1879] lr: 3.666e-02, eta: 2 days, 0:57:35, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4734, top5_acc: 0.6984, loss_cls: 2.3800, loss: 2.3800, grad_norm: 2.9988 2021-07-11 00:29:09,237 - mmaction - INFO - Epoch [151][1560/1879] lr: 3.666e-02, eta: 2 days, 0:57:16, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7207, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.9502 2021-07-11 00:29:26,149 - mmaction - INFO - Epoch [151][1580/1879] lr: 3.666e-02, eta: 2 days, 0:56:58, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.9559 2021-07-11 00:29:43,245 - mmaction - INFO - Epoch [151][1600/1879] lr: 3.666e-02, eta: 2 days, 0:56:40, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7129, loss_cls: 2.2747, loss: 2.2747, grad_norm: 2.9926 2021-07-11 00:30:00,455 - mmaction - INFO - Epoch [151][1620/1879] lr: 3.666e-02, eta: 2 days, 0:56:21, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7070, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.0280 2021-07-11 00:30:17,598 - mmaction - INFO - Epoch [151][1640/1879] lr: 3.666e-02, eta: 2 days, 0:56:03, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7141, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.9793 2021-07-11 00:30:34,667 - mmaction - INFO - Epoch [151][1660/1879] lr: 3.666e-02, eta: 2 days, 0:55:45, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7234, loss_cls: 2.3349, loss: 2.3349, grad_norm: 3.0573 2021-07-11 00:30:51,707 - mmaction - INFO - Epoch [151][1680/1879] lr: 3.666e-02, eta: 2 days, 0:55:26, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.3490, loss: 2.3490, grad_norm: 3.0319 2021-07-11 00:31:08,717 - mmaction - INFO - Epoch [151][1700/1879] lr: 3.666e-02, eta: 2 days, 0:55:08, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4500, top5_acc: 0.7004, loss_cls: 2.4081, loss: 2.4081, grad_norm: 3.0339 2021-07-11 00:31:25,784 - mmaction - INFO - Epoch [151][1720/1879] lr: 3.666e-02, eta: 2 days, 0:54:49, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7145, loss_cls: 2.3484, loss: 2.3484, grad_norm: 3.0276 2021-07-11 00:31:42,851 - mmaction - INFO - Epoch [151][1740/1879] lr: 3.666e-02, eta: 2 days, 0:54:31, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6895, loss_cls: 2.4737, loss: 2.4737, grad_norm: 3.0280 2021-07-11 00:31:59,859 - mmaction - INFO - Epoch [151][1760/1879] lr: 3.666e-02, eta: 2 days, 0:54:13, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7066, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.9751 2021-07-11 00:32:16,811 - mmaction - INFO - Epoch [151][1780/1879] lr: 3.666e-02, eta: 2 days, 0:53:54, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7102, loss_cls: 2.3087, loss: 2.3087, grad_norm: 2.8484 2021-07-11 00:32:33,904 - mmaction - INFO - Epoch [151][1800/1879] lr: 3.666e-02, eta: 2 days, 0:53:36, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7172, loss_cls: 2.2850, loss: 2.2850, grad_norm: 2.9335 2021-07-11 00:32:50,888 - mmaction - INFO - Epoch [151][1820/1879] lr: 3.666e-02, eta: 2 days, 0:53:17, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4461, top5_acc: 0.7066, loss_cls: 2.3792, loss: 2.3792, grad_norm: 2.9946 2021-07-11 00:33:08,245 - mmaction - INFO - Epoch [151][1840/1879] lr: 3.666e-02, eta: 2 days, 0:52:59, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7113, loss_cls: 2.3192, loss: 2.3192, grad_norm: 2.9866 2021-07-11 00:33:25,325 - mmaction - INFO - Epoch [151][1860/1879] lr: 3.666e-02, eta: 2 days, 0:52:41, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7184, loss_cls: 2.3326, loss: 2.3326, grad_norm: 3.0057 2021-07-11 00:33:55,179 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 00:33:55,185 - mmaction - INFO - 106 BN found 2021-07-11 00:38:30,395 - mmaction - INFO - BN stats updated 2021-07-11 00:40:52,644 - mmaction - INFO - Epoch [152][20/1879] lr: 3.607e-02, eta: 2 days, 0:53:19, time: 7.009, data_time: 6.071, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7098, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.9957 2021-07-11 00:41:09,306 - mmaction - INFO - Epoch [152][40/1879] lr: 3.607e-02, eta: 2 days, 0:53:01, time: 0.833, data_time: 0.009, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.3297, loss: 2.3297, grad_norm: 3.0439 2021-07-11 00:41:25,913 - mmaction - INFO - Epoch [152][60/1879] lr: 3.607e-02, eta: 2 days, 0:52:42, time: 0.830, data_time: 0.003, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7230, loss_cls: 2.2763, loss: 2.2763, grad_norm: 2.9895 2021-07-11 00:41:42,391 - mmaction - INFO - Epoch [152][80/1879] lr: 3.607e-02, eta: 2 days, 0:52:23, time: 0.826, data_time: 0.004, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7262, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.0298 2021-07-11 00:41:59,090 - mmaction - INFO - Epoch [152][100/1879] lr: 3.607e-02, eta: 2 days, 0:52:05, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7270, loss_cls: 2.2255, loss: 2.2255, grad_norm: 2.9818 2021-07-11 00:42:15,911 - mmaction - INFO - Epoch [152][120/1879] lr: 3.607e-02, eta: 2 days, 0:51:46, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7141, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.0173 2021-07-11 00:42:32,564 - mmaction - INFO - Epoch [152][140/1879] lr: 3.607e-02, eta: 2 days, 0:51:27, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.0216 2021-07-11 00:42:49,321 - mmaction - INFO - Epoch [152][160/1879] lr: 3.607e-02, eta: 2 days, 0:51:09, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7188, loss_cls: 2.2699, loss: 2.2699, grad_norm: 3.0082 2021-07-11 00:43:06,275 - mmaction - INFO - Epoch [152][180/1879] lr: 3.607e-02, eta: 2 days, 0:50:50, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7051, loss_cls: 2.3071, loss: 2.3071, grad_norm: 3.0719 2021-07-11 00:43:23,255 - mmaction - INFO - Epoch [152][200/1879] lr: 3.607e-02, eta: 2 days, 0:50:32, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7180, loss_cls: 2.3104, loss: 2.3104, grad_norm: 3.0088 2021-07-11 00:43:40,352 - mmaction - INFO - Epoch [152][220/1879] lr: 3.607e-02, eta: 2 days, 0:50:13, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7141, loss_cls: 2.2707, loss: 2.2707, grad_norm: 2.9357 2021-07-11 00:43:57,320 - mmaction - INFO - Epoch [152][240/1879] lr: 3.607e-02, eta: 2 days, 0:49:55, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.0104 2021-07-11 00:44:14,573 - mmaction - INFO - Epoch [152][260/1879] lr: 3.607e-02, eta: 2 days, 0:49:37, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7090, loss_cls: 2.3034, loss: 2.3034, grad_norm: 3.0093 2021-07-11 00:44:31,687 - mmaction - INFO - Epoch [152][280/1879] lr: 3.607e-02, eta: 2 days, 0:49:18, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7215, loss_cls: 2.2809, loss: 2.2809, grad_norm: 3.0403 2021-07-11 00:44:48,630 - mmaction - INFO - Epoch [152][300/1879] lr: 3.607e-02, eta: 2 days, 0:49:00, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7215, loss_cls: 2.2732, loss: 2.2732, grad_norm: 2.9994 2021-07-11 00:45:05,883 - mmaction - INFO - Epoch [152][320/1879] lr: 3.607e-02, eta: 2 days, 0:48:42, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.2842, loss: 2.2842, grad_norm: 2.9900 2021-07-11 00:45:22,851 - mmaction - INFO - Epoch [152][340/1879] lr: 3.607e-02, eta: 2 days, 0:48:23, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2865, loss: 2.2865, grad_norm: 3.0069 2021-07-11 00:45:39,885 - mmaction - INFO - Epoch [152][360/1879] lr: 3.607e-02, eta: 2 days, 0:48:05, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7281, loss_cls: 2.2269, loss: 2.2269, grad_norm: 2.9974 2021-07-11 00:45:56,930 - mmaction - INFO - Epoch [152][380/1879] lr: 3.607e-02, eta: 2 days, 0:47:46, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7145, loss_cls: 2.3355, loss: 2.3355, grad_norm: 3.0178 2021-07-11 00:46:14,102 - mmaction - INFO - Epoch [152][400/1879] lr: 3.607e-02, eta: 2 days, 0:47:28, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7227, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.9538 2021-07-11 00:46:31,135 - mmaction - INFO - Epoch [152][420/1879] lr: 3.607e-02, eta: 2 days, 0:47:10, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7066, loss_cls: 2.3360, loss: 2.3360, grad_norm: 2.9907 2021-07-11 00:46:48,264 - mmaction - INFO - Epoch [152][440/1879] lr: 3.607e-02, eta: 2 days, 0:46:51, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.9161 2021-07-11 00:47:05,377 - mmaction - INFO - Epoch [152][460/1879] lr: 3.607e-02, eta: 2 days, 0:46:33, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2589, loss: 2.2589, grad_norm: 3.0522 2021-07-11 00:47:22,506 - mmaction - INFO - Epoch [152][480/1879] lr: 3.607e-02, eta: 2 days, 0:46:15, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.0438 2021-07-11 00:47:39,652 - mmaction - INFO - Epoch [152][500/1879] lr: 3.607e-02, eta: 2 days, 0:45:56, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7305, loss_cls: 2.2363, loss: 2.2363, grad_norm: 3.0070 2021-07-11 00:47:56,865 - mmaction - INFO - Epoch [152][520/1879] lr: 3.607e-02, eta: 2 days, 0:45:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7145, loss_cls: 2.2963, loss: 2.2963, grad_norm: 3.0362 2021-07-11 00:48:13,809 - mmaction - INFO - Epoch [152][540/1879] lr: 3.607e-02, eta: 2 days, 0:45:20, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7121, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.0487 2021-07-11 00:48:31,057 - mmaction - INFO - Epoch [152][560/1879] lr: 3.607e-02, eta: 2 days, 0:45:01, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7133, loss_cls: 2.3042, loss: 2.3042, grad_norm: 3.0137 2021-07-11 00:48:48,217 - mmaction - INFO - Epoch [152][580/1879] lr: 3.607e-02, eta: 2 days, 0:44:43, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3705, loss: 2.3705, grad_norm: 3.0341 2021-07-11 00:49:05,396 - mmaction - INFO - Epoch [152][600/1879] lr: 3.607e-02, eta: 2 days, 0:44:25, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6918, loss_cls: 2.3924, loss: 2.3924, grad_norm: 3.0383 2021-07-11 00:49:22,488 - mmaction - INFO - Epoch [152][620/1879] lr: 3.607e-02, eta: 2 days, 0:44:06, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7277, loss_cls: 2.2231, loss: 2.2231, grad_norm: 2.9837 2021-07-11 00:49:39,465 - mmaction - INFO - Epoch [152][640/1879] lr: 3.607e-02, eta: 2 days, 0:43:48, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2869, loss: 2.2869, grad_norm: 3.0364 2021-07-11 00:49:56,595 - mmaction - INFO - Epoch [152][660/1879] lr: 3.607e-02, eta: 2 days, 0:43:30, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7219, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.0185 2021-07-11 00:50:13,786 - mmaction - INFO - Epoch [152][680/1879] lr: 3.607e-02, eta: 2 days, 0:43:11, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7230, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.0225 2021-07-11 00:50:31,062 - mmaction - INFO - Epoch [152][700/1879] lr: 3.607e-02, eta: 2 days, 0:42:53, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7371, loss_cls: 2.2219, loss: 2.2219, grad_norm: 3.0102 2021-07-11 00:50:48,086 - mmaction - INFO - Epoch [152][720/1879] lr: 3.607e-02, eta: 2 days, 0:42:35, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7098, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.1044 2021-07-11 00:51:05,317 - mmaction - INFO - Epoch [152][740/1879] lr: 3.607e-02, eta: 2 days, 0:42:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3839, loss: 2.3839, grad_norm: 3.1242 2021-07-11 00:51:22,525 - mmaction - INFO - Epoch [152][760/1879] lr: 3.607e-02, eta: 2 days, 0:41:58, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7109, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.0046 2021-07-11 00:51:39,582 - mmaction - INFO - Epoch [152][780/1879] lr: 3.607e-02, eta: 2 days, 0:41:40, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7066, loss_cls: 2.3689, loss: 2.3689, grad_norm: 3.0262 2021-07-11 00:51:56,616 - mmaction - INFO - Epoch [152][800/1879] lr: 3.607e-02, eta: 2 days, 0:41:21, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7113, loss_cls: 2.2903, loss: 2.2903, grad_norm: 2.9885 2021-07-11 00:52:13,916 - mmaction - INFO - Epoch [152][820/1879] lr: 3.607e-02, eta: 2 days, 0:41:03, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7105, loss_cls: 2.3135, loss: 2.3135, grad_norm: 2.9915 2021-07-11 00:52:31,140 - mmaction - INFO - Epoch [152][840/1879] lr: 3.607e-02, eta: 2 days, 0:40:45, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7113, loss_cls: 2.2987, loss: 2.2987, grad_norm: 2.9196 2021-07-11 00:52:48,137 - mmaction - INFO - Epoch [152][860/1879] lr: 3.607e-02, eta: 2 days, 0:40:27, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7152, loss_cls: 2.3068, loss: 2.3068, grad_norm: 3.0222 2021-07-11 00:53:05,062 - mmaction - INFO - Epoch [152][880/1879] lr: 3.607e-02, eta: 2 days, 0:40:08, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7102, loss_cls: 2.3405, loss: 2.3405, grad_norm: 3.0273 2021-07-11 00:53:22,130 - mmaction - INFO - Epoch [152][900/1879] lr: 3.607e-02, eta: 2 days, 0:39:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7137, loss_cls: 2.2862, loss: 2.2862, grad_norm: 3.0580 2021-07-11 00:53:39,330 - mmaction - INFO - Epoch [152][920/1879] lr: 3.607e-02, eta: 2 days, 0:39:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7105, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.0102 2021-07-11 00:53:56,298 - mmaction - INFO - Epoch [152][940/1879] lr: 3.607e-02, eta: 2 days, 0:39:13, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7145, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.9639 2021-07-11 00:54:13,481 - mmaction - INFO - Epoch [152][960/1879] lr: 3.607e-02, eta: 2 days, 0:38:55, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7047, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.0627 2021-07-11 00:54:30,544 - mmaction - INFO - Epoch [152][980/1879] lr: 3.607e-02, eta: 2 days, 0:38:36, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7086, loss_cls: 2.3707, loss: 2.3707, grad_norm: 3.0923 2021-07-11 00:54:47,709 - mmaction - INFO - Epoch [152][1000/1879] lr: 3.607e-02, eta: 2 days, 0:38:18, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7051, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.9329 2021-07-11 00:55:04,746 - mmaction - INFO - Epoch [152][1020/1879] lr: 3.607e-02, eta: 2 days, 0:38:00, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7137, loss_cls: 2.3089, loss: 2.3089, grad_norm: 3.0207 2021-07-11 00:55:21,907 - mmaction - INFO - Epoch [152][1040/1879] lr: 3.607e-02, eta: 2 days, 0:37:41, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7086, loss_cls: 2.3475, loss: 2.3475, grad_norm: 3.0595 2021-07-11 00:55:39,040 - mmaction - INFO - Epoch [152][1060/1879] lr: 3.607e-02, eta: 2 days, 0:37:23, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7254, loss_cls: 2.2234, loss: 2.2234, grad_norm: 2.9927 2021-07-11 00:55:56,256 - mmaction - INFO - Epoch [152][1080/1879] lr: 3.607e-02, eta: 2 days, 0:37:05, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7180, loss_cls: 2.3182, loss: 2.3182, grad_norm: 3.0329 2021-07-11 00:56:13,530 - mmaction - INFO - Epoch [152][1100/1879] lr: 3.607e-02, eta: 2 days, 0:36:46, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7102, loss_cls: 2.2986, loss: 2.2986, grad_norm: 2.9834 2021-07-11 00:56:30,494 - mmaction - INFO - Epoch [152][1120/1879] lr: 3.607e-02, eta: 2 days, 0:36:28, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7254, loss_cls: 2.2680, loss: 2.2680, grad_norm: 3.0030 2021-07-11 00:56:47,517 - mmaction - INFO - Epoch [152][1140/1879] lr: 3.607e-02, eta: 2 days, 0:36:10, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7277, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.0237 2021-07-11 00:57:04,661 - mmaction - INFO - Epoch [152][1160/1879] lr: 3.607e-02, eta: 2 days, 0:35:51, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7320, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.9599 2021-07-11 00:57:21,700 - mmaction - INFO - Epoch [152][1180/1879] lr: 3.607e-02, eta: 2 days, 0:35:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7137, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.9850 2021-07-11 00:57:38,867 - mmaction - INFO - Epoch [152][1200/1879] lr: 3.607e-02, eta: 2 days, 0:35:15, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.0000 2021-07-11 00:57:55,993 - mmaction - INFO - Epoch [152][1220/1879] lr: 3.607e-02, eta: 2 days, 0:34:56, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7074, loss_cls: 2.3175, loss: 2.3175, grad_norm: 2.9807 2021-07-11 00:58:12,929 - mmaction - INFO - Epoch [152][1240/1879] lr: 3.607e-02, eta: 2 days, 0:34:38, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7035, loss_cls: 2.3781, loss: 2.3781, grad_norm: 3.0786 2021-07-11 00:58:30,056 - mmaction - INFO - Epoch [152][1260/1879] lr: 3.607e-02, eta: 2 days, 0:34:19, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7078, loss_cls: 2.3104, loss: 2.3104, grad_norm: 3.0253 2021-07-11 00:58:47,095 - mmaction - INFO - Epoch [152][1280/1879] lr: 3.607e-02, eta: 2 days, 0:34:01, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7098, loss_cls: 2.3235, loss: 2.3235, grad_norm: 3.0045 2021-07-11 00:59:04,076 - mmaction - INFO - Epoch [152][1300/1879] lr: 3.607e-02, eta: 2 days, 0:33:43, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7051, loss_cls: 2.3401, loss: 2.3401, grad_norm: 3.0572 2021-07-11 00:59:21,074 - mmaction - INFO - Epoch [152][1320/1879] lr: 3.607e-02, eta: 2 days, 0:33:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7121, loss_cls: 2.3518, loss: 2.3518, grad_norm: 3.0090 2021-07-11 00:59:38,282 - mmaction - INFO - Epoch [152][1340/1879] lr: 3.607e-02, eta: 2 days, 0:33:06, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7203, loss_cls: 2.2931, loss: 2.2931, grad_norm: 2.9871 2021-07-11 00:59:55,280 - mmaction - INFO - Epoch [152][1360/1879] lr: 3.607e-02, eta: 2 days, 0:32:48, time: 0.848, data_time: 0.000, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2295, loss: 2.2295, grad_norm: 2.9809 2021-07-11 01:00:12,494 - mmaction - INFO - Epoch [152][1380/1879] lr: 3.607e-02, eta: 2 days, 0:32:29, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2589, loss: 2.2589, grad_norm: 3.0484 2021-07-11 01:00:29,696 - mmaction - INFO - Epoch [152][1400/1879] lr: 3.607e-02, eta: 2 days, 0:32:11, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7238, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.0356 2021-07-11 01:00:46,693 - mmaction - INFO - Epoch [152][1420/1879] lr: 3.607e-02, eta: 2 days, 0:31:53, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7246, loss_cls: 2.2427, loss: 2.2427, grad_norm: 2.9753 2021-07-11 01:01:03,696 - mmaction - INFO - Epoch [152][1440/1879] lr: 3.607e-02, eta: 2 days, 0:31:34, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7145, loss_cls: 2.3009, loss: 2.3009, grad_norm: 3.0109 2021-07-11 01:01:20,884 - mmaction - INFO - Epoch [152][1460/1879] lr: 3.607e-02, eta: 2 days, 0:31:16, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7000, loss_cls: 2.3546, loss: 2.3546, grad_norm: 3.0461 2021-07-11 01:01:38,015 - mmaction - INFO - Epoch [152][1480/1879] lr: 3.607e-02, eta: 2 days, 0:30:58, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7027, loss_cls: 2.3424, loss: 2.3424, grad_norm: 3.0444 2021-07-11 01:01:54,998 - mmaction - INFO - Epoch [152][1500/1879] lr: 3.607e-02, eta: 2 days, 0:30:39, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7043, loss_cls: 2.3713, loss: 2.3713, grad_norm: 3.0718 2021-07-11 01:02:12,070 - mmaction - INFO - Epoch [152][1520/1879] lr: 3.607e-02, eta: 2 days, 0:30:21, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6902, loss_cls: 2.4149, loss: 2.4149, grad_norm: 3.1137 2021-07-11 01:02:29,180 - mmaction - INFO - Epoch [152][1540/1879] lr: 3.607e-02, eta: 2 days, 0:30:02, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7266, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.0029 2021-07-11 01:02:46,153 - mmaction - INFO - Epoch [152][1560/1879] lr: 3.607e-02, eta: 2 days, 0:29:44, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3539, loss: 2.3539, grad_norm: 3.1163 2021-07-11 01:03:03,269 - mmaction - INFO - Epoch [152][1580/1879] lr: 3.607e-02, eta: 2 days, 0:29:26, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7121, loss_cls: 2.3390, loss: 2.3390, grad_norm: 3.0540 2021-07-11 01:03:20,469 - mmaction - INFO - Epoch [152][1600/1879] lr: 3.607e-02, eta: 2 days, 0:29:07, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7051, loss_cls: 2.3549, loss: 2.3549, grad_norm: 3.0395 2021-07-11 01:03:37,484 - mmaction - INFO - Epoch [152][1620/1879] lr: 3.607e-02, eta: 2 days, 0:28:49, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7172, loss_cls: 2.3010, loss: 2.3010, grad_norm: 3.0149 2021-07-11 01:03:54,511 - mmaction - INFO - Epoch [152][1640/1879] lr: 3.607e-02, eta: 2 days, 0:28:31, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7141, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.0629 2021-07-11 01:04:11,596 - mmaction - INFO - Epoch [152][1660/1879] lr: 3.607e-02, eta: 2 days, 0:28:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7172, loss_cls: 2.2882, loss: 2.2882, grad_norm: 2.9310 2021-07-11 01:04:28,794 - mmaction - INFO - Epoch [152][1680/1879] lr: 3.607e-02, eta: 2 days, 0:27:54, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7074, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.9940 2021-07-11 01:04:45,837 - mmaction - INFO - Epoch [152][1700/1879] lr: 3.607e-02, eta: 2 days, 0:27:36, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7184, loss_cls: 2.2699, loss: 2.2699, grad_norm: 2.9941 2021-07-11 01:05:03,119 - mmaction - INFO - Epoch [152][1720/1879] lr: 3.607e-02, eta: 2 days, 0:27:17, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7238, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.0028 2021-07-11 01:05:20,104 - mmaction - INFO - Epoch [152][1740/1879] lr: 3.607e-02, eta: 2 days, 0:26:59, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7176, loss_cls: 2.2976, loss: 2.2976, grad_norm: 3.0278 2021-07-11 01:05:37,074 - mmaction - INFO - Epoch [152][1760/1879] lr: 3.607e-02, eta: 2 days, 0:26:40, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3657, loss: 2.3657, grad_norm: 3.0180 2021-07-11 01:05:54,302 - mmaction - INFO - Epoch [152][1780/1879] lr: 3.607e-02, eta: 2 days, 0:26:22, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2658, loss: 2.2658, grad_norm: 2.9639 2021-07-11 01:06:11,202 - mmaction - INFO - Epoch [152][1800/1879] lr: 3.607e-02, eta: 2 days, 0:26:04, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6992, loss_cls: 2.3783, loss: 2.3783, grad_norm: 3.0992 2021-07-11 01:06:28,295 - mmaction - INFO - Epoch [152][1820/1879] lr: 3.607e-02, eta: 2 days, 0:25:45, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2779, loss: 2.2779, grad_norm: 3.0799 2021-07-11 01:06:45,444 - mmaction - INFO - Epoch [152][1840/1879] lr: 3.607e-02, eta: 2 days, 0:25:27, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7207, loss_cls: 2.3200, loss: 2.3200, grad_norm: 2.9543 2021-07-11 01:07:02,647 - mmaction - INFO - Epoch [152][1860/1879] lr: 3.607e-02, eta: 2 days, 0:25:09, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7074, loss_cls: 2.3641, loss: 2.3641, grad_norm: 3.0875 2021-07-11 01:07:33,137 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 01:07:33,142 - mmaction - INFO - 106 BN found 2021-07-11 01:12:07,999 - mmaction - INFO - BN stats updated 2021-07-11 01:12:10,012 - mmaction - INFO - Saving checkpoint at 152 epochs 2021-07-11 01:14:20,041 - mmaction - INFO - Epoch [153][20/1879] lr: 3.549e-02, eta: 2 days, 0:25:39, time: 6.456, data_time: 5.545, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7234, loss_cls: 2.2385, loss: 2.2385, grad_norm: 2.9621 2021-07-11 01:14:36,513 - mmaction - INFO - Epoch [153][40/1879] lr: 3.549e-02, eta: 2 days, 0:25:20, time: 0.824, data_time: 0.007, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7020, loss_cls: 2.3653, loss: 2.3653, grad_norm: 3.0553 2021-07-11 01:14:53,152 - mmaction - INFO - Epoch [153][60/1879] lr: 3.549e-02, eta: 2 days, 0:25:01, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2893, loss: 2.2893, grad_norm: 3.0588 2021-07-11 01:15:09,611 - mmaction - INFO - Epoch [153][80/1879] lr: 3.549e-02, eta: 2 days, 0:24:42, time: 0.825, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7270, loss_cls: 2.2542, loss: 2.2542, grad_norm: 2.9494 2021-07-11 01:15:26,210 - mmaction - INFO - Epoch [153][100/1879] lr: 3.549e-02, eta: 2 days, 0:24:24, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7063, loss_cls: 2.3065, loss: 2.3065, grad_norm: 2.9833 2021-07-11 01:15:42,875 - mmaction - INFO - Epoch [153][120/1879] lr: 3.549e-02, eta: 2 days, 0:24:05, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.0117 2021-07-11 01:15:59,621 - mmaction - INFO - Epoch [153][140/1879] lr: 3.549e-02, eta: 2 days, 0:23:46, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7312, loss_cls: 2.2464, loss: 2.2464, grad_norm: 3.0349 2021-07-11 01:16:16,217 - mmaction - INFO - Epoch [153][160/1879] lr: 3.549e-02, eta: 2 days, 0:23:28, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7352, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.0546 2021-07-11 01:16:33,028 - mmaction - INFO - Epoch [153][180/1879] lr: 3.549e-02, eta: 2 days, 0:23:09, time: 0.838, data_time: 0.002, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7160, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.9966 2021-07-11 01:16:49,868 - mmaction - INFO - Epoch [153][200/1879] lr: 3.549e-02, eta: 2 days, 0:22:51, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7070, loss_cls: 2.3110, loss: 2.3110, grad_norm: 3.0207 2021-07-11 01:17:06,892 - mmaction - INFO - Epoch [153][220/1879] lr: 3.549e-02, eta: 2 days, 0:22:32, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7230, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.0328 2021-07-11 01:17:23,936 - mmaction - INFO - Epoch [153][240/1879] lr: 3.549e-02, eta: 2 days, 0:22:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7207, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.0415 2021-07-11 01:17:40,780 - mmaction - INFO - Epoch [153][260/1879] lr: 3.549e-02, eta: 2 days, 0:21:55, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7188, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.0496 2021-07-11 01:17:57,902 - mmaction - INFO - Epoch [153][280/1879] lr: 3.549e-02, eta: 2 days, 0:21:37, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.0239 2021-07-11 01:18:14,922 - mmaction - INFO - Epoch [153][300/1879] lr: 3.549e-02, eta: 2 days, 0:21:18, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.2678, loss: 2.2678, grad_norm: 3.0834 2021-07-11 01:18:31,864 - mmaction - INFO - Epoch [153][320/1879] lr: 3.549e-02, eta: 2 days, 0:21:00, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.0372 2021-07-11 01:18:48,886 - mmaction - INFO - Epoch [153][340/1879] lr: 3.549e-02, eta: 2 days, 0:20:42, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7051, loss_cls: 2.3199, loss: 2.3199, grad_norm: 3.0618 2021-07-11 01:19:05,936 - mmaction - INFO - Epoch [153][360/1879] lr: 3.549e-02, eta: 2 days, 0:20:23, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7188, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.0840 2021-07-11 01:19:23,029 - mmaction - INFO - Epoch [153][380/1879] lr: 3.549e-02, eta: 2 days, 0:20:05, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7254, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.9676 2021-07-11 01:19:39,962 - mmaction - INFO - Epoch [153][400/1879] lr: 3.549e-02, eta: 2 days, 0:19:46, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7312, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.0221 2021-07-11 01:19:57,058 - mmaction - INFO - Epoch [153][420/1879] lr: 3.549e-02, eta: 2 days, 0:19:28, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7176, loss_cls: 2.3018, loss: 2.3018, grad_norm: 3.0980 2021-07-11 01:20:14,216 - mmaction - INFO - Epoch [153][440/1879] lr: 3.549e-02, eta: 2 days, 0:19:10, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7184, loss_cls: 2.2640, loss: 2.2640, grad_norm: 3.0633 2021-07-11 01:20:31,407 - mmaction - INFO - Epoch [153][460/1879] lr: 3.549e-02, eta: 2 days, 0:18:51, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7285, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.0372 2021-07-11 01:20:48,546 - mmaction - INFO - Epoch [153][480/1879] lr: 3.549e-02, eta: 2 days, 0:18:33, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4676, top5_acc: 0.6984, loss_cls: 2.3841, loss: 2.3841, grad_norm: 3.0810 2021-07-11 01:21:05,668 - mmaction - INFO - Epoch [153][500/1879] lr: 3.549e-02, eta: 2 days, 0:18:15, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7109, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.1140 2021-07-11 01:21:22,759 - mmaction - INFO - Epoch [153][520/1879] lr: 3.549e-02, eta: 2 days, 0:17:56, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3305, loss: 2.3305, grad_norm: 3.0494 2021-07-11 01:21:39,884 - mmaction - INFO - Epoch [153][540/1879] lr: 3.549e-02, eta: 2 days, 0:17:38, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3365, loss: 2.3365, grad_norm: 3.0361 2021-07-11 01:21:57,005 - mmaction - INFO - Epoch [153][560/1879] lr: 3.549e-02, eta: 2 days, 0:17:20, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.2905, loss: 2.2905, grad_norm: 3.0791 2021-07-11 01:22:14,175 - mmaction - INFO - Epoch [153][580/1879] lr: 3.549e-02, eta: 2 days, 0:17:01, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.3391, loss: 2.3391, grad_norm: 3.0807 2021-07-11 01:22:31,168 - mmaction - INFO - Epoch [153][600/1879] lr: 3.549e-02, eta: 2 days, 0:16:43, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7270, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.9918 2021-07-11 01:22:48,219 - mmaction - INFO - Epoch [153][620/1879] lr: 3.549e-02, eta: 2 days, 0:16:25, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7211, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.0045 2021-07-11 01:23:05,253 - mmaction - INFO - Epoch [153][640/1879] lr: 3.549e-02, eta: 2 days, 0:16:06, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7070, loss_cls: 2.2767, loss: 2.2767, grad_norm: 3.0294 2021-07-11 01:23:22,319 - mmaction - INFO - Epoch [153][660/1879] lr: 3.549e-02, eta: 2 days, 0:15:48, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7238, loss_cls: 2.2586, loss: 2.2586, grad_norm: 2.9565 2021-07-11 01:23:39,300 - mmaction - INFO - Epoch [153][680/1879] lr: 3.549e-02, eta: 2 days, 0:15:30, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7105, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.0524 2021-07-11 01:23:56,513 - mmaction - INFO - Epoch [153][700/1879] lr: 3.549e-02, eta: 2 days, 0:15:11, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7188, loss_cls: 2.3143, loss: 2.3143, grad_norm: 3.0773 2021-07-11 01:24:13,586 - mmaction - INFO - Epoch [153][720/1879] lr: 3.549e-02, eta: 2 days, 0:14:53, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.6945, loss_cls: 2.3666, loss: 2.3666, grad_norm: 3.0824 2021-07-11 01:24:30,626 - mmaction - INFO - Epoch [153][740/1879] lr: 3.549e-02, eta: 2 days, 0:14:34, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7023, loss_cls: 2.3383, loss: 2.3383, grad_norm: 3.0482 2021-07-11 01:24:47,778 - mmaction - INFO - Epoch [153][760/1879] lr: 3.549e-02, eta: 2 days, 0:14:16, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.0279 2021-07-11 01:25:04,656 - mmaction - INFO - Epoch [153][780/1879] lr: 3.549e-02, eta: 2 days, 0:13:58, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6902, loss_cls: 2.3640, loss: 2.3640, grad_norm: 3.0479 2021-07-11 01:25:21,686 - mmaction - INFO - Epoch [153][800/1879] lr: 3.549e-02, eta: 2 days, 0:13:39, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7168, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.9733 2021-07-11 01:25:38,840 - mmaction - INFO - Epoch [153][820/1879] lr: 3.549e-02, eta: 2 days, 0:13:21, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7141, loss_cls: 2.3274, loss: 2.3274, grad_norm: 3.0964 2021-07-11 01:25:55,763 - mmaction - INFO - Epoch [153][840/1879] lr: 3.549e-02, eta: 2 days, 0:13:03, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7188, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.0586 2021-07-11 01:26:12,999 - mmaction - INFO - Epoch [153][860/1879] lr: 3.549e-02, eta: 2 days, 0:12:44, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7102, loss_cls: 2.3238, loss: 2.3238, grad_norm: 3.0765 2021-07-11 01:26:29,960 - mmaction - INFO - Epoch [153][880/1879] lr: 3.549e-02, eta: 2 days, 0:12:26, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7207, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.9762 2021-07-11 01:26:47,055 - mmaction - INFO - Epoch [153][900/1879] lr: 3.549e-02, eta: 2 days, 0:12:07, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7219, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.0289 2021-07-11 01:27:04,151 - mmaction - INFO - Epoch [153][920/1879] lr: 3.549e-02, eta: 2 days, 0:11:49, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7117, loss_cls: 2.3297, loss: 2.3297, grad_norm: 3.1106 2021-07-11 01:27:21,360 - mmaction - INFO - Epoch [153][940/1879] lr: 3.549e-02, eta: 2 days, 0:11:31, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7176, loss_cls: 2.3103, loss: 2.3103, grad_norm: 3.1003 2021-07-11 01:27:38,226 - mmaction - INFO - Epoch [153][960/1879] lr: 3.549e-02, eta: 2 days, 0:11:12, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7188, loss_cls: 2.2781, loss: 2.2781, grad_norm: 3.0734 2021-07-11 01:27:55,310 - mmaction - INFO - Epoch [153][980/1879] lr: 3.549e-02, eta: 2 days, 0:10:54, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7063, loss_cls: 2.3340, loss: 2.3340, grad_norm: 3.0061 2021-07-11 01:28:12,279 - mmaction - INFO - Epoch [153][1000/1879] lr: 3.549e-02, eta: 2 days, 0:10:36, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7035, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.0259 2021-07-11 01:28:29,366 - mmaction - INFO - Epoch [153][1020/1879] lr: 3.549e-02, eta: 2 days, 0:10:17, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7262, loss_cls: 2.2921, loss: 2.2921, grad_norm: 3.0177 2021-07-11 01:28:46,276 - mmaction - INFO - Epoch [153][1040/1879] lr: 3.549e-02, eta: 2 days, 0:09:59, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.0257 2021-07-11 01:29:03,299 - mmaction - INFO - Epoch [153][1060/1879] lr: 3.549e-02, eta: 2 days, 0:09:40, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7082, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.0488 2021-07-11 01:29:20,387 - mmaction - INFO - Epoch [153][1080/1879] lr: 3.549e-02, eta: 2 days, 0:09:22, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3567, loss: 2.3567, grad_norm: 3.0536 2021-07-11 01:29:37,365 - mmaction - INFO - Epoch [153][1100/1879] lr: 3.549e-02, eta: 2 days, 0:09:03, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3546, loss: 2.3546, grad_norm: 3.0936 2021-07-11 01:29:54,433 - mmaction - INFO - Epoch [153][1120/1879] lr: 3.549e-02, eta: 2 days, 0:08:45, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7156, loss_cls: 2.2520, loss: 2.2520, grad_norm: 3.0000 2021-07-11 01:30:11,664 - mmaction - INFO - Epoch [153][1140/1879] lr: 3.549e-02, eta: 2 days, 0:08:27, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6906, loss_cls: 2.4477, loss: 2.4477, grad_norm: 3.0990 2021-07-11 01:30:28,854 - mmaction - INFO - Epoch [153][1160/1879] lr: 3.549e-02, eta: 2 days, 0:08:09, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7199, loss_cls: 2.3046, loss: 2.3046, grad_norm: 3.1033 2021-07-11 01:30:45,992 - mmaction - INFO - Epoch [153][1180/1879] lr: 3.549e-02, eta: 2 days, 0:07:50, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7211, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.0226 2021-07-11 01:31:02,907 - mmaction - INFO - Epoch [153][1200/1879] lr: 3.549e-02, eta: 2 days, 0:07:32, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7215, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.0515 2021-07-11 01:31:20,125 - mmaction - INFO - Epoch [153][1220/1879] lr: 3.549e-02, eta: 2 days, 0:07:14, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.2846, loss: 2.2846, grad_norm: 3.0405 2021-07-11 01:31:37,141 - mmaction - INFO - Epoch [153][1240/1879] lr: 3.549e-02, eta: 2 days, 0:06:55, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.0302 2021-07-11 01:31:54,258 - mmaction - INFO - Epoch [153][1260/1879] lr: 3.549e-02, eta: 2 days, 0:06:37, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7004, loss_cls: 2.3151, loss: 2.3151, grad_norm: 3.0841 2021-07-11 01:32:11,252 - mmaction - INFO - Epoch [153][1280/1879] lr: 3.549e-02, eta: 2 days, 0:06:18, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7047, loss_cls: 2.3380, loss: 2.3380, grad_norm: 3.0365 2021-07-11 01:32:28,278 - mmaction - INFO - Epoch [153][1300/1879] lr: 3.549e-02, eta: 2 days, 0:06:00, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7059, loss_cls: 2.3505, loss: 2.3505, grad_norm: 3.0327 2021-07-11 01:32:45,559 - mmaction - INFO - Epoch [153][1320/1879] lr: 3.549e-02, eta: 2 days, 0:05:42, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.3111, loss: 2.3111, grad_norm: 3.0093 2021-07-11 01:33:02,563 - mmaction - INFO - Epoch [153][1340/1879] lr: 3.549e-02, eta: 2 days, 0:05:23, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.0630 2021-07-11 01:33:19,657 - mmaction - INFO - Epoch [153][1360/1879] lr: 3.549e-02, eta: 2 days, 0:05:05, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7137, loss_cls: 2.3217, loss: 2.3217, grad_norm: 3.0888 2021-07-11 01:33:36,680 - mmaction - INFO - Epoch [153][1380/1879] lr: 3.549e-02, eta: 2 days, 0:04:47, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7051, loss_cls: 2.3365, loss: 2.3365, grad_norm: 3.0808 2021-07-11 01:33:53,622 - mmaction - INFO - Epoch [153][1400/1879] lr: 3.549e-02, eta: 2 days, 0:04:28, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7246, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.9900 2021-07-11 01:34:10,724 - mmaction - INFO - Epoch [153][1420/1879] lr: 3.549e-02, eta: 2 days, 0:04:10, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7230, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.0361 2021-07-11 01:34:27,864 - mmaction - INFO - Epoch [153][1440/1879] lr: 3.549e-02, eta: 2 days, 0:03:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.0089 2021-07-11 01:34:44,903 - mmaction - INFO - Epoch [153][1460/1879] lr: 3.549e-02, eta: 2 days, 0:03:33, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7141, loss_cls: 2.3271, loss: 2.3271, grad_norm: 3.1390 2021-07-11 01:35:02,067 - mmaction - INFO - Epoch [153][1480/1879] lr: 3.549e-02, eta: 2 days, 0:03:15, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7164, loss_cls: 2.3137, loss: 2.3137, grad_norm: 3.0118 2021-07-11 01:35:19,062 - mmaction - INFO - Epoch [153][1500/1879] lr: 3.549e-02, eta: 2 days, 0:02:56, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2703, loss: 2.2703, grad_norm: 2.9876 2021-07-11 01:35:36,037 - mmaction - INFO - Epoch [153][1520/1879] lr: 3.549e-02, eta: 2 days, 0:02:38, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7090, loss_cls: 2.3648, loss: 2.3648, grad_norm: 3.0326 2021-07-11 01:35:52,894 - mmaction - INFO - Epoch [153][1540/1879] lr: 3.549e-02, eta: 2 days, 0:02:20, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7184, loss_cls: 2.2767, loss: 2.2767, grad_norm: 2.9579 2021-07-11 01:36:10,010 - mmaction - INFO - Epoch [153][1560/1879] lr: 3.549e-02, eta: 2 days, 0:02:01, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7152, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.9654 2021-07-11 01:36:26,843 - mmaction - INFO - Epoch [153][1580/1879] lr: 3.549e-02, eta: 2 days, 0:01:43, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7184, loss_cls: 2.2838, loss: 2.2838, grad_norm: 2.9818 2021-07-11 01:36:43,800 - mmaction - INFO - Epoch [153][1600/1879] lr: 3.549e-02, eta: 2 days, 0:01:24, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7066, loss_cls: 2.3286, loss: 2.3286, grad_norm: 3.0168 2021-07-11 01:37:00,947 - mmaction - INFO - Epoch [153][1620/1879] lr: 3.549e-02, eta: 2 days, 0:01:06, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2479, loss: 2.2479, grad_norm: 2.9798 2021-07-11 01:37:17,936 - mmaction - INFO - Epoch [153][1640/1879] lr: 3.549e-02, eta: 2 days, 0:00:48, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7094, loss_cls: 2.3295, loss: 2.3295, grad_norm: 3.0016 2021-07-11 01:37:34,987 - mmaction - INFO - Epoch [153][1660/1879] lr: 3.549e-02, eta: 2 days, 0:00:29, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3311, loss: 2.3311, grad_norm: 3.0951 2021-07-11 01:37:52,104 - mmaction - INFO - Epoch [153][1680/1879] lr: 3.549e-02, eta: 2 days, 0:00:11, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3776, loss: 2.3776, grad_norm: 3.0925 2021-07-11 01:38:09,173 - mmaction - INFO - Epoch [153][1700/1879] lr: 3.549e-02, eta: 1 day, 23:59:52, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7035, loss_cls: 2.3633, loss: 2.3633, grad_norm: 3.0736 2021-07-11 01:38:26,276 - mmaction - INFO - Epoch [153][1720/1879] lr: 3.549e-02, eta: 1 day, 23:59:34, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7262, loss_cls: 2.2386, loss: 2.2386, grad_norm: 2.9364 2021-07-11 01:38:43,308 - mmaction - INFO - Epoch [153][1740/1879] lr: 3.549e-02, eta: 1 day, 23:59:16, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2722, loss: 2.2722, grad_norm: 2.9905 2021-07-11 01:39:00,569 - mmaction - INFO - Epoch [153][1760/1879] lr: 3.549e-02, eta: 1 day, 23:58:58, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7238, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.0168 2021-07-11 01:39:17,643 - mmaction - INFO - Epoch [153][1780/1879] lr: 3.549e-02, eta: 1 day, 23:58:39, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7020, loss_cls: 2.3392, loss: 2.3392, grad_norm: 3.0352 2021-07-11 01:39:34,510 - mmaction - INFO - Epoch [153][1800/1879] lr: 3.549e-02, eta: 1 day, 23:58:21, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7152, loss_cls: 2.3029, loss: 2.3029, grad_norm: 3.0022 2021-07-11 01:39:51,642 - mmaction - INFO - Epoch [153][1820/1879] lr: 3.549e-02, eta: 1 day, 23:58:02, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7145, loss_cls: 2.3169, loss: 2.3169, grad_norm: 3.0442 2021-07-11 01:40:08,809 - mmaction - INFO - Epoch [153][1840/1879] lr: 3.549e-02, eta: 1 day, 23:57:44, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7098, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.0081 2021-07-11 01:40:25,804 - mmaction - INFO - Epoch [153][1860/1879] lr: 3.549e-02, eta: 1 day, 23:57:26, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7215, loss_cls: 2.3201, loss: 2.3201, grad_norm: 3.0760 2021-07-11 01:40:54,600 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 01:40:54,604 - mmaction - INFO - 106 BN found 2021-07-11 01:45:25,466 - mmaction - INFO - BN stats updated 2021-07-11 01:47:47,891 - mmaction - INFO - Epoch [154][20/1879] lr: 3.490e-02, eta: 1 day, 23:58:02, time: 7.019, data_time: 6.098, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7023, loss_cls: 2.3458, loss: 2.3458, grad_norm: 3.0985 2021-07-11 01:48:04,391 - mmaction - INFO - Epoch [154][40/1879] lr: 3.490e-02, eta: 1 day, 23:57:43, time: 0.823, data_time: 0.007, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7113, loss_cls: 2.3288, loss: 2.3288, grad_norm: 3.1291 2021-07-11 01:48:20,951 - mmaction - INFO - Epoch [154][60/1879] lr: 3.490e-02, eta: 1 day, 23:57:24, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7324, loss_cls: 2.2325, loss: 2.2325, grad_norm: 3.0620 2021-07-11 01:48:37,479 - mmaction - INFO - Epoch [154][80/1879] lr: 3.490e-02, eta: 1 day, 23:57:06, time: 0.828, data_time: 0.006, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7066, loss_cls: 2.3879, loss: 2.3879, grad_norm: 3.0989 2021-07-11 01:48:54,014 - mmaction - INFO - Epoch [154][100/1879] lr: 3.490e-02, eta: 1 day, 23:56:47, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7074, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.0015 2021-07-11 01:49:10,872 - mmaction - INFO - Epoch [154][120/1879] lr: 3.490e-02, eta: 1 day, 23:56:28, time: 0.843, data_time: 0.006, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.3046, loss: 2.3046, grad_norm: 3.0424 2021-07-11 01:49:27,623 - mmaction - INFO - Epoch [154][140/1879] lr: 3.490e-02, eta: 1 day, 23:56:10, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7207, loss_cls: 2.2758, loss: 2.2758, grad_norm: 3.0848 2021-07-11 01:49:44,464 - mmaction - INFO - Epoch [154][160/1879] lr: 3.490e-02, eta: 1 day, 23:55:51, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7215, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.0360 2021-07-11 01:50:01,208 - mmaction - INFO - Epoch [154][180/1879] lr: 3.490e-02, eta: 1 day, 23:55:33, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2776, loss: 2.2776, grad_norm: 3.0561 2021-07-11 01:50:18,253 - mmaction - INFO - Epoch [154][200/1879] lr: 3.490e-02, eta: 1 day, 23:55:14, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.0826 2021-07-11 01:50:35,161 - mmaction - INFO - Epoch [154][220/1879] lr: 3.490e-02, eta: 1 day, 23:54:56, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7207, loss_cls: 2.2593, loss: 2.2593, grad_norm: 3.1149 2021-07-11 01:50:52,313 - mmaction - INFO - Epoch [154][240/1879] lr: 3.490e-02, eta: 1 day, 23:54:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7063, loss_cls: 2.3717, loss: 2.3717, grad_norm: 3.1043 2021-07-11 01:51:09,488 - mmaction - INFO - Epoch [154][260/1879] lr: 3.490e-02, eta: 1 day, 23:54:19, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7215, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.0117 2021-07-11 01:51:26,492 - mmaction - INFO - Epoch [154][280/1879] lr: 3.490e-02, eta: 1 day, 23:54:01, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7250, loss_cls: 2.2496, loss: 2.2496, grad_norm: 2.9926 2021-07-11 01:51:43,538 - mmaction - INFO - Epoch [154][300/1879] lr: 3.490e-02, eta: 1 day, 23:53:43, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.6980, loss_cls: 2.3612, loss: 2.3612, grad_norm: 3.0192 2021-07-11 01:52:00,698 - mmaction - INFO - Epoch [154][320/1879] lr: 3.490e-02, eta: 1 day, 23:53:24, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7113, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.0585 2021-07-11 01:52:17,767 - mmaction - INFO - Epoch [154][340/1879] lr: 3.490e-02, eta: 1 day, 23:53:06, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7152, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.0775 2021-07-11 01:52:34,818 - mmaction - INFO - Epoch [154][360/1879] lr: 3.490e-02, eta: 1 day, 23:52:47, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.3286, loss: 2.3286, grad_norm: 3.0533 2021-07-11 01:52:51,912 - mmaction - INFO - Epoch [154][380/1879] lr: 3.490e-02, eta: 1 day, 23:52:29, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7316, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.0780 2021-07-11 01:53:09,036 - mmaction - INFO - Epoch [154][400/1879] lr: 3.490e-02, eta: 1 day, 23:52:11, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7148, loss_cls: 2.3231, loss: 2.3231, grad_norm: 3.0839 2021-07-11 01:53:26,087 - mmaction - INFO - Epoch [154][420/1879] lr: 3.490e-02, eta: 1 day, 23:51:52, time: 0.857, data_time: 0.012, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2270, loss: 2.2270, grad_norm: 2.9912 2021-07-11 01:53:43,185 - mmaction - INFO - Epoch [154][440/1879] lr: 3.490e-02, eta: 1 day, 23:51:34, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7230, loss_cls: 2.2592, loss: 2.2592, grad_norm: 3.0362 2021-07-11 01:54:00,221 - mmaction - INFO - Epoch [154][460/1879] lr: 3.490e-02, eta: 1 day, 23:51:16, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7293, loss_cls: 2.2509, loss: 2.2509, grad_norm: 3.0555 2021-07-11 01:54:17,388 - mmaction - INFO - Epoch [154][480/1879] lr: 3.490e-02, eta: 1 day, 23:50:57, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7063, loss_cls: 2.3579, loss: 2.3579, grad_norm: 3.0951 2021-07-11 01:54:34,503 - mmaction - INFO - Epoch [154][500/1879] lr: 3.490e-02, eta: 1 day, 23:50:39, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7188, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.0132 2021-07-11 01:54:51,600 - mmaction - INFO - Epoch [154][520/1879] lr: 3.490e-02, eta: 1 day, 23:50:21, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7211, loss_cls: 2.2754, loss: 2.2754, grad_norm: 3.0528 2021-07-11 01:55:08,645 - mmaction - INFO - Epoch [154][540/1879] lr: 3.490e-02, eta: 1 day, 23:50:02, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7211, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.0538 2021-07-11 01:55:25,527 - mmaction - INFO - Epoch [154][560/1879] lr: 3.490e-02, eta: 1 day, 23:49:44, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7141, loss_cls: 2.2975, loss: 2.2975, grad_norm: 3.0704 2021-07-11 01:55:42,893 - mmaction - INFO - Epoch [154][580/1879] lr: 3.490e-02, eta: 1 day, 23:49:26, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7363, loss_cls: 2.1795, loss: 2.1795, grad_norm: 2.9850 2021-07-11 01:55:59,827 - mmaction - INFO - Epoch [154][600/1879] lr: 3.490e-02, eta: 1 day, 23:49:07, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.2927, loss: 2.2927, grad_norm: 3.1082 2021-07-11 01:56:16,967 - mmaction - INFO - Epoch [154][620/1879] lr: 3.490e-02, eta: 1 day, 23:48:49, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7082, loss_cls: 2.3445, loss: 2.3445, grad_norm: 3.0571 2021-07-11 01:56:33,976 - mmaction - INFO - Epoch [154][640/1879] lr: 3.490e-02, eta: 1 day, 23:48:31, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7109, loss_cls: 2.3535, loss: 2.3535, grad_norm: 3.1058 2021-07-11 01:56:51,116 - mmaction - INFO - Epoch [154][660/1879] lr: 3.490e-02, eta: 1 day, 23:48:12, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7145, loss_cls: 2.3038, loss: 2.3038, grad_norm: 3.1144 2021-07-11 01:57:08,062 - mmaction - INFO - Epoch [154][680/1879] lr: 3.490e-02, eta: 1 day, 23:47:54, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7086, loss_cls: 2.2806, loss: 2.2806, grad_norm: 3.0823 2021-07-11 01:57:25,141 - mmaction - INFO - Epoch [154][700/1879] lr: 3.490e-02, eta: 1 day, 23:47:35, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7227, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.0168 2021-07-11 01:57:42,083 - mmaction - INFO - Epoch [154][720/1879] lr: 3.490e-02, eta: 1 day, 23:47:17, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7188, loss_cls: 2.2637, loss: 2.2637, grad_norm: 2.9949 2021-07-11 01:57:59,189 - mmaction - INFO - Epoch [154][740/1879] lr: 3.490e-02, eta: 1 day, 23:46:59, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7012, loss_cls: 2.3585, loss: 2.3585, grad_norm: 3.0480 2021-07-11 01:58:16,283 - mmaction - INFO - Epoch [154][760/1879] lr: 3.490e-02, eta: 1 day, 23:46:40, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7125, loss_cls: 2.3534, loss: 2.3534, grad_norm: 3.0555 2021-07-11 01:58:33,456 - mmaction - INFO - Epoch [154][780/1879] lr: 3.490e-02, eta: 1 day, 23:46:22, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7262, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.0238 2021-07-11 01:58:50,460 - mmaction - INFO - Epoch [154][800/1879] lr: 3.490e-02, eta: 1 day, 23:46:04, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7227, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.0387 2021-07-11 01:59:07,487 - mmaction - INFO - Epoch [154][820/1879] lr: 3.490e-02, eta: 1 day, 23:45:45, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7145, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.0238 2021-07-11 01:59:24,629 - mmaction - INFO - Epoch [154][840/1879] lr: 3.490e-02, eta: 1 day, 23:45:27, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.0029 2021-07-11 01:59:41,633 - mmaction - INFO - Epoch [154][860/1879] lr: 3.490e-02, eta: 1 day, 23:45:08, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7211, loss_cls: 2.3055, loss: 2.3055, grad_norm: 3.0660 2021-07-11 01:59:58,615 - mmaction - INFO - Epoch [154][880/1879] lr: 3.490e-02, eta: 1 day, 23:44:50, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7051, loss_cls: 2.3805, loss: 2.3805, grad_norm: 3.1255 2021-07-11 02:00:15,676 - mmaction - INFO - Epoch [154][900/1879] lr: 3.490e-02, eta: 1 day, 23:44:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7191, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.0273 2021-07-11 02:00:32,744 - mmaction - INFO - Epoch [154][920/1879] lr: 3.490e-02, eta: 1 day, 23:44:13, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.0198 2021-07-11 02:00:49,881 - mmaction - INFO - Epoch [154][940/1879] lr: 3.490e-02, eta: 1 day, 23:43:55, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7039, loss_cls: 2.3425, loss: 2.3425, grad_norm: 3.1037 2021-07-11 02:01:06,986 - mmaction - INFO - Epoch [154][960/1879] lr: 3.490e-02, eta: 1 day, 23:43:37, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7133, loss_cls: 2.3161, loss: 2.3161, grad_norm: 3.0404 2021-07-11 02:01:24,218 - mmaction - INFO - Epoch [154][980/1879] lr: 3.490e-02, eta: 1 day, 23:43:18, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7355, loss_cls: 2.1940, loss: 2.1940, grad_norm: 2.9807 2021-07-11 02:01:41,348 - mmaction - INFO - Epoch [154][1000/1879] lr: 3.490e-02, eta: 1 day, 23:43:00, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7043, loss_cls: 2.3332, loss: 2.3332, grad_norm: 3.0380 2021-07-11 02:01:58,411 - mmaction - INFO - Epoch [154][1020/1879] lr: 3.490e-02, eta: 1 day, 23:42:42, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7043, loss_cls: 2.3612, loss: 2.3612, grad_norm: 3.0121 2021-07-11 02:02:15,465 - mmaction - INFO - Epoch [154][1040/1879] lr: 3.490e-02, eta: 1 day, 23:42:23, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2954, loss: 2.2954, grad_norm: 3.0739 2021-07-11 02:02:32,521 - mmaction - INFO - Epoch [154][1060/1879] lr: 3.490e-02, eta: 1 day, 23:42:05, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.0317 2021-07-11 02:02:49,615 - mmaction - INFO - Epoch [154][1080/1879] lr: 3.490e-02, eta: 1 day, 23:41:47, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7137, loss_cls: 2.2731, loss: 2.2731, grad_norm: 3.0178 2021-07-11 02:03:06,833 - mmaction - INFO - Epoch [154][1100/1879] lr: 3.490e-02, eta: 1 day, 23:41:28, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.0872 2021-07-11 02:03:23,807 - mmaction - INFO - Epoch [154][1120/1879] lr: 3.490e-02, eta: 1 day, 23:41:10, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2792, loss: 2.2792, grad_norm: 3.0458 2021-07-11 02:03:40,730 - mmaction - INFO - Epoch [154][1140/1879] lr: 3.490e-02, eta: 1 day, 23:40:51, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7105, loss_cls: 2.3249, loss: 2.3249, grad_norm: 3.0481 2021-07-11 02:03:57,703 - mmaction - INFO - Epoch [154][1160/1879] lr: 3.490e-02, eta: 1 day, 23:40:33, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.1182 2021-07-11 02:04:14,725 - mmaction - INFO - Epoch [154][1180/1879] lr: 3.490e-02, eta: 1 day, 23:40:15, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7137, loss_cls: 2.3320, loss: 2.3320, grad_norm: 3.0737 2021-07-11 02:04:31,602 - mmaction - INFO - Epoch [154][1200/1879] lr: 3.490e-02, eta: 1 day, 23:39:56, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.2847, loss: 2.2847, grad_norm: 3.0805 2021-07-11 02:04:48,687 - mmaction - INFO - Epoch [154][1220/1879] lr: 3.490e-02, eta: 1 day, 23:39:38, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7020, loss_cls: 2.3461, loss: 2.3461, grad_norm: 3.0226 2021-07-11 02:05:05,711 - mmaction - INFO - Epoch [154][1240/1879] lr: 3.490e-02, eta: 1 day, 23:39:19, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.9707 2021-07-11 02:05:22,657 - mmaction - INFO - Epoch [154][1260/1879] lr: 3.490e-02, eta: 1 day, 23:39:01, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7063, loss_cls: 2.3529, loss: 2.3529, grad_norm: 3.0949 2021-07-11 02:05:39,743 - mmaction - INFO - Epoch [154][1280/1879] lr: 3.490e-02, eta: 1 day, 23:38:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3560, loss: 2.3560, grad_norm: 3.1237 2021-07-11 02:05:56,728 - mmaction - INFO - Epoch [154][1300/1879] lr: 3.490e-02, eta: 1 day, 23:38:24, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7184, loss_cls: 2.2775, loss: 2.2775, grad_norm: 3.0203 2021-07-11 02:06:13,834 - mmaction - INFO - Epoch [154][1320/1879] lr: 3.490e-02, eta: 1 day, 23:38:06, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7219, loss_cls: 2.2814, loss: 2.2814, grad_norm: 3.0710 2021-07-11 02:06:30,763 - mmaction - INFO - Epoch [154][1340/1879] lr: 3.490e-02, eta: 1 day, 23:37:47, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7121, loss_cls: 2.3504, loss: 2.3504, grad_norm: 3.0357 2021-07-11 02:06:47,616 - mmaction - INFO - Epoch [154][1360/1879] lr: 3.490e-02, eta: 1 day, 23:37:29, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7039, loss_cls: 2.3429, loss: 2.3429, grad_norm: 3.0419 2021-07-11 02:07:04,683 - mmaction - INFO - Epoch [154][1380/1879] lr: 3.490e-02, eta: 1 day, 23:37:11, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7059, loss_cls: 2.3182, loss: 2.3182, grad_norm: 2.9652 2021-07-11 02:07:21,751 - mmaction - INFO - Epoch [154][1400/1879] lr: 3.490e-02, eta: 1 day, 23:36:52, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2724, loss: 2.2724, grad_norm: 3.0287 2021-07-11 02:07:38,745 - mmaction - INFO - Epoch [154][1420/1879] lr: 3.490e-02, eta: 1 day, 23:36:34, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3593, loss: 2.3593, grad_norm: 3.0729 2021-07-11 02:07:56,018 - mmaction - INFO - Epoch [154][1440/1879] lr: 3.490e-02, eta: 1 day, 23:36:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7207, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.0493 2021-07-11 02:08:13,040 - mmaction - INFO - Epoch [154][1460/1879] lr: 3.490e-02, eta: 1 day, 23:35:57, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3135, loss: 2.3135, grad_norm: 3.0615 2021-07-11 02:08:30,085 - mmaction - INFO - Epoch [154][1480/1879] lr: 3.490e-02, eta: 1 day, 23:35:39, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7289, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.9995 2021-07-11 02:08:47,029 - mmaction - INFO - Epoch [154][1500/1879] lr: 3.490e-02, eta: 1 day, 23:35:20, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7227, loss_cls: 2.2800, loss: 2.2800, grad_norm: 3.0342 2021-07-11 02:09:04,109 - mmaction - INFO - Epoch [154][1520/1879] lr: 3.490e-02, eta: 1 day, 23:35:02, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7043, loss_cls: 2.3392, loss: 2.3392, grad_norm: 3.0369 2021-07-11 02:09:21,098 - mmaction - INFO - Epoch [154][1540/1879] lr: 3.490e-02, eta: 1 day, 23:34:44, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.3287, loss: 2.3287, grad_norm: 3.0988 2021-07-11 02:09:38,368 - mmaction - INFO - Epoch [154][1560/1879] lr: 3.490e-02, eta: 1 day, 23:34:25, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7215, loss_cls: 2.2499, loss: 2.2499, grad_norm: 2.9887 2021-07-11 02:09:55,295 - mmaction - INFO - Epoch [154][1580/1879] lr: 3.490e-02, eta: 1 day, 23:34:07, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7230, loss_cls: 2.2683, loss: 2.2683, grad_norm: 3.0522 2021-07-11 02:10:12,285 - mmaction - INFO - Epoch [154][1600/1879] lr: 3.490e-02, eta: 1 day, 23:33:49, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7035, loss_cls: 2.3669, loss: 2.3669, grad_norm: 3.0725 2021-07-11 02:10:29,196 - mmaction - INFO - Epoch [154][1620/1879] lr: 3.490e-02, eta: 1 day, 23:33:30, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7277, loss_cls: 2.2755, loss: 2.2755, grad_norm: 3.0863 2021-07-11 02:10:46,407 - mmaction - INFO - Epoch [154][1640/1879] lr: 3.490e-02, eta: 1 day, 23:33:12, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7199, loss_cls: 2.3040, loss: 2.3040, grad_norm: 3.0500 2021-07-11 02:11:03,364 - mmaction - INFO - Epoch [154][1660/1879] lr: 3.490e-02, eta: 1 day, 23:32:53, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7133, loss_cls: 2.2975, loss: 2.2975, grad_norm: 3.0984 2021-07-11 02:11:20,370 - mmaction - INFO - Epoch [154][1680/1879] lr: 3.490e-02, eta: 1 day, 23:32:35, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.0531 2021-07-11 02:11:37,423 - mmaction - INFO - Epoch [154][1700/1879] lr: 3.490e-02, eta: 1 day, 23:32:17, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7184, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.0831 2021-07-11 02:11:54,417 - mmaction - INFO - Epoch [154][1720/1879] lr: 3.490e-02, eta: 1 day, 23:31:58, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7156, loss_cls: 2.2437, loss: 2.2437, grad_norm: 3.0536 2021-07-11 02:12:11,532 - mmaction - INFO - Epoch [154][1740/1879] lr: 3.490e-02, eta: 1 day, 23:31:40, time: 0.854, data_time: 0.009, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7387, loss_cls: 2.2483, loss: 2.2483, grad_norm: 3.1335 2021-07-11 02:12:28,669 - mmaction - INFO - Epoch [154][1760/1879] lr: 3.490e-02, eta: 1 day, 23:31:22, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6992, loss_cls: 2.3388, loss: 2.3388, grad_norm: 3.1412 2021-07-11 02:12:45,607 - mmaction - INFO - Epoch [154][1780/1879] lr: 3.490e-02, eta: 1 day, 23:31:03, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7105, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.0745 2021-07-11 02:13:02,647 - mmaction - INFO - Epoch [154][1800/1879] lr: 3.490e-02, eta: 1 day, 23:30:45, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7098, loss_cls: 2.2998, loss: 2.2998, grad_norm: 3.0395 2021-07-11 02:13:19,614 - mmaction - INFO - Epoch [154][1820/1879] lr: 3.490e-02, eta: 1 day, 23:30:26, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6965, loss_cls: 2.3963, loss: 2.3963, grad_norm: 3.0867 2021-07-11 02:13:36,850 - mmaction - INFO - Epoch [154][1840/1879] lr: 3.490e-02, eta: 1 day, 23:30:08, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7273, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.9857 2021-07-11 02:13:54,003 - mmaction - INFO - Epoch [154][1860/1879] lr: 3.490e-02, eta: 1 day, 23:29:50, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7066, loss_cls: 2.3117, loss: 2.3117, grad_norm: 3.0646 2021-07-11 02:14:20,981 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 02:14:20,991 - mmaction - INFO - 106 BN found 2021-07-11 02:18:52,292 - mmaction - INFO - BN stats updated 2021-07-11 02:21:21,705 - mmaction - INFO - Epoch [155][20/1879] lr: 3.432e-02, eta: 1 day, 23:30:30, time: 7.368, data_time: 6.440, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7125, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.0044 2021-07-11 02:21:38,218 - mmaction - INFO - Epoch [155][40/1879] lr: 3.432e-02, eta: 1 day, 23:30:11, time: 0.825, data_time: 0.006, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7340, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.0525 2021-07-11 02:21:54,689 - mmaction - INFO - Epoch [155][60/1879] lr: 3.432e-02, eta: 1 day, 23:29:52, time: 0.826, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.2853, loss: 2.2853, grad_norm: 3.1548 2021-07-11 02:22:11,337 - mmaction - INFO - Epoch [155][80/1879] lr: 3.432e-02, eta: 1 day, 23:29:33, time: 0.831, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7254, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.0278 2021-07-11 02:22:27,839 - mmaction - INFO - Epoch [155][100/1879] lr: 3.432e-02, eta: 1 day, 23:29:15, time: 0.824, data_time: 0.002, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7207, loss_cls: 2.2386, loss: 2.2386, grad_norm: 2.9938 2021-07-11 02:22:44,501 - mmaction - INFO - Epoch [155][120/1879] lr: 3.432e-02, eta: 1 day, 23:28:56, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7223, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.0755 2021-07-11 02:23:01,055 - mmaction - INFO - Epoch [155][140/1879] lr: 3.432e-02, eta: 1 day, 23:28:37, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7152, loss_cls: 2.2735, loss: 2.2735, grad_norm: 3.0043 2021-07-11 02:23:17,764 - mmaction - INFO - Epoch [155][160/1879] lr: 3.432e-02, eta: 1 day, 23:28:19, time: 0.836, data_time: 0.002, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7215, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.0797 2021-07-11 02:23:34,538 - mmaction - INFO - Epoch [155][180/1879] lr: 3.432e-02, eta: 1 day, 23:28:00, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7270, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.0244 2021-07-11 02:23:51,322 - mmaction - INFO - Epoch [155][200/1879] lr: 3.432e-02, eta: 1 day, 23:27:42, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7348, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.0357 2021-07-11 02:24:08,242 - mmaction - INFO - Epoch [155][220/1879] lr: 3.432e-02, eta: 1 day, 23:27:23, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7199, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.1027 2021-07-11 02:24:25,046 - mmaction - INFO - Epoch [155][240/1879] lr: 3.432e-02, eta: 1 day, 23:27:05, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2291, loss: 2.2291, grad_norm: 3.0318 2021-07-11 02:24:42,038 - mmaction - INFO - Epoch [155][260/1879] lr: 3.432e-02, eta: 1 day, 23:26:46, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7145, loss_cls: 2.3200, loss: 2.3200, grad_norm: 3.0501 2021-07-11 02:24:59,008 - mmaction - INFO - Epoch [155][280/1879] lr: 3.432e-02, eta: 1 day, 23:26:28, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7191, loss_cls: 2.2640, loss: 2.2640, grad_norm: 3.0673 2021-07-11 02:25:16,094 - mmaction - INFO - Epoch [155][300/1879] lr: 3.432e-02, eta: 1 day, 23:26:09, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7324, loss_cls: 2.2397, loss: 2.2397, grad_norm: 3.0589 2021-07-11 02:25:33,147 - mmaction - INFO - Epoch [155][320/1879] lr: 3.432e-02, eta: 1 day, 23:25:51, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6898, loss_cls: 2.3996, loss: 2.3996, grad_norm: 3.1468 2021-07-11 02:25:50,054 - mmaction - INFO - Epoch [155][340/1879] lr: 3.432e-02, eta: 1 day, 23:25:33, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.3113, loss: 2.3113, grad_norm: 3.0551 2021-07-11 02:26:06,840 - mmaction - INFO - Epoch [155][360/1879] lr: 3.432e-02, eta: 1 day, 23:25:14, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7406, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.0404 2021-07-11 02:26:23,909 - mmaction - INFO - Epoch [155][380/1879] lr: 3.432e-02, eta: 1 day, 23:24:56, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7293, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.0859 2021-07-11 02:26:40,824 - mmaction - INFO - Epoch [155][400/1879] lr: 3.432e-02, eta: 1 day, 23:24:37, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3040, loss: 2.3040, grad_norm: 3.1697 2021-07-11 02:26:57,858 - mmaction - INFO - Epoch [155][420/1879] lr: 3.432e-02, eta: 1 day, 23:24:19, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7008, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.1605 2021-07-11 02:27:14,887 - mmaction - INFO - Epoch [155][440/1879] lr: 3.432e-02, eta: 1 day, 23:24:00, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3274, loss: 2.3274, grad_norm: 3.0810 2021-07-11 02:27:31,991 - mmaction - INFO - Epoch [155][460/1879] lr: 3.432e-02, eta: 1 day, 23:23:42, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7086, loss_cls: 2.3014, loss: 2.3014, grad_norm: 3.0233 2021-07-11 02:27:49,101 - mmaction - INFO - Epoch [155][480/1879] lr: 3.432e-02, eta: 1 day, 23:23:24, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7262, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.0672 2021-07-11 02:28:06,126 - mmaction - INFO - Epoch [155][500/1879] lr: 3.432e-02, eta: 1 day, 23:23:05, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7215, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.0101 2021-07-11 02:28:23,068 - mmaction - INFO - Epoch [155][520/1879] lr: 3.432e-02, eta: 1 day, 23:22:47, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.1622 2021-07-11 02:28:40,156 - mmaction - INFO - Epoch [155][540/1879] lr: 3.432e-02, eta: 1 day, 23:22:29, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.1762 2021-07-11 02:28:57,292 - mmaction - INFO - Epoch [155][560/1879] lr: 3.432e-02, eta: 1 day, 23:22:10, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.2735, loss: 2.2735, grad_norm: 3.0444 2021-07-11 02:29:14,182 - mmaction - INFO - Epoch [155][580/1879] lr: 3.432e-02, eta: 1 day, 23:21:52, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7207, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.1052 2021-07-11 02:29:31,210 - mmaction - INFO - Epoch [155][600/1879] lr: 3.432e-02, eta: 1 day, 23:21:33, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7398, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.1240 2021-07-11 02:29:48,235 - mmaction - INFO - Epoch [155][620/1879] lr: 3.432e-02, eta: 1 day, 23:21:15, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.0166 2021-07-11 02:30:05,108 - mmaction - INFO - Epoch [155][640/1879] lr: 3.432e-02, eta: 1 day, 23:20:57, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7348, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.0237 2021-07-11 02:30:22,112 - mmaction - INFO - Epoch [155][660/1879] lr: 3.432e-02, eta: 1 day, 23:20:38, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7172, loss_cls: 2.2840, loss: 2.2840, grad_norm: 3.0256 2021-07-11 02:30:39,229 - mmaction - INFO - Epoch [155][680/1879] lr: 3.432e-02, eta: 1 day, 23:20:20, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7086, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.0957 2021-07-11 02:30:56,175 - mmaction - INFO - Epoch [155][700/1879] lr: 3.432e-02, eta: 1 day, 23:20:01, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7219, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.1236 2021-07-11 02:31:13,382 - mmaction - INFO - Epoch [155][720/1879] lr: 3.432e-02, eta: 1 day, 23:19:43, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7086, loss_cls: 2.3182, loss: 2.3182, grad_norm: 3.1151 2021-07-11 02:31:30,276 - mmaction - INFO - Epoch [155][740/1879] lr: 3.432e-02, eta: 1 day, 23:19:25, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7063, loss_cls: 2.3613, loss: 2.3613, grad_norm: 3.0931 2021-07-11 02:31:47,556 - mmaction - INFO - Epoch [155][760/1879] lr: 3.432e-02, eta: 1 day, 23:19:06, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3483, loss: 2.3483, grad_norm: 3.1067 2021-07-11 02:32:04,369 - mmaction - INFO - Epoch [155][780/1879] lr: 3.432e-02, eta: 1 day, 23:18:48, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7102, loss_cls: 2.3309, loss: 2.3309, grad_norm: 3.0425 2021-07-11 02:32:21,359 - mmaction - INFO - Epoch [155][800/1879] lr: 3.432e-02, eta: 1 day, 23:18:29, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7121, loss_cls: 2.3151, loss: 2.3151, grad_norm: 3.0593 2021-07-11 02:32:38,542 - mmaction - INFO - Epoch [155][820/1879] lr: 3.432e-02, eta: 1 day, 23:18:11, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2428, loss: 2.2428, grad_norm: 3.0043 2021-07-11 02:32:55,713 - mmaction - INFO - Epoch [155][840/1879] lr: 3.432e-02, eta: 1 day, 23:17:53, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2785, loss: 2.2785, grad_norm: 3.0555 2021-07-11 02:33:12,891 - mmaction - INFO - Epoch [155][860/1879] lr: 3.432e-02, eta: 1 day, 23:17:35, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7254, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.0514 2021-07-11 02:33:29,890 - mmaction - INFO - Epoch [155][880/1879] lr: 3.432e-02, eta: 1 day, 23:17:16, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7043, loss_cls: 2.3251, loss: 2.3251, grad_norm: 3.1309 2021-07-11 02:33:47,162 - mmaction - INFO - Epoch [155][900/1879] lr: 3.432e-02, eta: 1 day, 23:16:58, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7086, loss_cls: 2.3521, loss: 2.3521, grad_norm: 3.1445 2021-07-11 02:34:04,231 - mmaction - INFO - Epoch [155][920/1879] lr: 3.432e-02, eta: 1 day, 23:16:40, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3161, loss: 2.3161, grad_norm: 3.1285 2021-07-11 02:34:21,335 - mmaction - INFO - Epoch [155][940/1879] lr: 3.432e-02, eta: 1 day, 23:16:21, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7207, loss_cls: 2.2871, loss: 2.2871, grad_norm: 3.0090 2021-07-11 02:34:38,372 - mmaction - INFO - Epoch [155][960/1879] lr: 3.432e-02, eta: 1 day, 23:16:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7141, loss_cls: 2.3000, loss: 2.3000, grad_norm: 3.0825 2021-07-11 02:34:55,326 - mmaction - INFO - Epoch [155][980/1879] lr: 3.432e-02, eta: 1 day, 23:15:44, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7102, loss_cls: 2.3045, loss: 2.3045, grad_norm: 3.0563 2021-07-11 02:35:12,445 - mmaction - INFO - Epoch [155][1000/1879] lr: 3.432e-02, eta: 1 day, 23:15:26, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7270, loss_cls: 2.2270, loss: 2.2270, grad_norm: 3.0442 2021-07-11 02:35:29,642 - mmaction - INFO - Epoch [155][1020/1879] lr: 3.432e-02, eta: 1 day, 23:15:08, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7219, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.0984 2021-07-11 02:35:46,627 - mmaction - INFO - Epoch [155][1040/1879] lr: 3.432e-02, eta: 1 day, 23:14:49, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7254, loss_cls: 2.2376, loss: 2.2376, grad_norm: 3.0618 2021-07-11 02:36:03,646 - mmaction - INFO - Epoch [155][1060/1879] lr: 3.432e-02, eta: 1 day, 23:14:31, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7230, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.0736 2021-07-11 02:36:20,722 - mmaction - INFO - Epoch [155][1080/1879] lr: 3.432e-02, eta: 1 day, 23:14:13, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7215, loss_cls: 2.2779, loss: 2.2779, grad_norm: 3.0196 2021-07-11 02:36:37,869 - mmaction - INFO - Epoch [155][1100/1879] lr: 3.432e-02, eta: 1 day, 23:13:54, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.3170, loss: 2.3170, grad_norm: 3.1049 2021-07-11 02:36:54,890 - mmaction - INFO - Epoch [155][1120/1879] lr: 3.432e-02, eta: 1 day, 23:13:36, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7211, loss_cls: 2.2857, loss: 2.2857, grad_norm: 3.0516 2021-07-11 02:37:12,200 - mmaction - INFO - Epoch [155][1140/1879] lr: 3.432e-02, eta: 1 day, 23:13:18, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7230, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.0337 2021-07-11 02:37:29,088 - mmaction - INFO - Epoch [155][1160/1879] lr: 3.432e-02, eta: 1 day, 23:12:59, time: 0.846, data_time: 0.007, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7145, loss_cls: 2.2976, loss: 2.2976, grad_norm: 3.1191 2021-07-11 02:37:46,199 - mmaction - INFO - Epoch [155][1180/1879] lr: 3.432e-02, eta: 1 day, 23:12:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7168, loss_cls: 2.2777, loss: 2.2777, grad_norm: 3.0758 2021-07-11 02:38:03,299 - mmaction - INFO - Epoch [155][1200/1879] lr: 3.432e-02, eta: 1 day, 23:12:23, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7273, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.0642 2021-07-11 02:38:20,442 - mmaction - INFO - Epoch [155][1220/1879] lr: 3.432e-02, eta: 1 day, 23:12:04, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7105, loss_cls: 2.3679, loss: 2.3679, grad_norm: 3.1612 2021-07-11 02:38:37,513 - mmaction - INFO - Epoch [155][1240/1879] lr: 3.432e-02, eta: 1 day, 23:11:46, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7113, loss_cls: 2.3096, loss: 2.3096, grad_norm: 3.0396 2021-07-11 02:38:54,792 - mmaction - INFO - Epoch [155][1260/1879] lr: 3.432e-02, eta: 1 day, 23:11:28, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3245, loss: 2.3245, grad_norm: 3.0785 2021-07-11 02:39:11,639 - mmaction - INFO - Epoch [155][1280/1879] lr: 3.432e-02, eta: 1 day, 23:11:09, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7004, loss_cls: 2.3775, loss: 2.3775, grad_norm: 3.0538 2021-07-11 02:39:28,839 - mmaction - INFO - Epoch [155][1300/1879] lr: 3.432e-02, eta: 1 day, 23:10:51, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7113, loss_cls: 2.2856, loss: 2.2856, grad_norm: 3.0427 2021-07-11 02:39:45,845 - mmaction - INFO - Epoch [155][1320/1879] lr: 3.432e-02, eta: 1 day, 23:10:33, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7203, loss_cls: 2.2992, loss: 2.2992, grad_norm: 3.0334 2021-07-11 02:40:02,837 - mmaction - INFO - Epoch [155][1340/1879] lr: 3.432e-02, eta: 1 day, 23:10:14, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.3719, loss: 2.3719, grad_norm: 3.1703 2021-07-11 02:40:19,853 - mmaction - INFO - Epoch [155][1360/1879] lr: 3.432e-02, eta: 1 day, 23:09:56, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7160, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.0696 2021-07-11 02:40:37,069 - mmaction - INFO - Epoch [155][1380/1879] lr: 3.432e-02, eta: 1 day, 23:09:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7238, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.1017 2021-07-11 02:40:54,151 - mmaction - INFO - Epoch [155][1400/1879] lr: 3.432e-02, eta: 1 day, 23:09:19, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7074, loss_cls: 2.3133, loss: 2.3133, grad_norm: 3.0956 2021-07-11 02:41:11,115 - mmaction - INFO - Epoch [155][1420/1879] lr: 3.432e-02, eta: 1 day, 23:09:01, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7145, loss_cls: 2.3124, loss: 2.3124, grad_norm: 3.1349 2021-07-11 02:41:28,169 - mmaction - INFO - Epoch [155][1440/1879] lr: 3.432e-02, eta: 1 day, 23:08:42, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7145, loss_cls: 2.3253, loss: 2.3253, grad_norm: 3.1331 2021-07-11 02:41:45,275 - mmaction - INFO - Epoch [155][1460/1879] lr: 3.432e-02, eta: 1 day, 23:08:24, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7137, loss_cls: 2.2807, loss: 2.2807, grad_norm: 3.0049 2021-07-11 02:42:02,338 - mmaction - INFO - Epoch [155][1480/1879] lr: 3.432e-02, eta: 1 day, 23:08:06, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7191, loss_cls: 2.2864, loss: 2.2864, grad_norm: 3.0663 2021-07-11 02:42:19,337 - mmaction - INFO - Epoch [155][1500/1879] lr: 3.432e-02, eta: 1 day, 23:07:47, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7238, loss_cls: 2.2965, loss: 2.2965, grad_norm: 3.0892 2021-07-11 02:42:36,307 - mmaction - INFO - Epoch [155][1520/1879] lr: 3.432e-02, eta: 1 day, 23:07:29, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7059, loss_cls: 2.3313, loss: 2.3313, grad_norm: 3.1194 2021-07-11 02:42:53,395 - mmaction - INFO - Epoch [155][1540/1879] lr: 3.432e-02, eta: 1 day, 23:07:11, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7141, loss_cls: 2.3035, loss: 2.3035, grad_norm: 3.0218 2021-07-11 02:43:10,420 - mmaction - INFO - Epoch [155][1560/1879] lr: 3.432e-02, eta: 1 day, 23:06:52, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3584, loss: 2.3584, grad_norm: 3.0790 2021-07-11 02:43:27,316 - mmaction - INFO - Epoch [155][1580/1879] lr: 3.432e-02, eta: 1 day, 23:06:34, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.0176 2021-07-11 02:43:44,401 - mmaction - INFO - Epoch [155][1600/1879] lr: 3.432e-02, eta: 1 day, 23:06:15, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.0626 2021-07-11 02:44:01,237 - mmaction - INFO - Epoch [155][1620/1879] lr: 3.432e-02, eta: 1 day, 23:05:57, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7137, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.0664 2021-07-11 02:44:18,209 - mmaction - INFO - Epoch [155][1640/1879] lr: 3.432e-02, eta: 1 day, 23:05:39, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7262, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.0439 2021-07-11 02:44:35,068 - mmaction - INFO - Epoch [155][1660/1879] lr: 3.432e-02, eta: 1 day, 23:05:20, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7168, loss_cls: 2.3073, loss: 2.3073, grad_norm: 3.1357 2021-07-11 02:44:52,101 - mmaction - INFO - Epoch [155][1680/1879] lr: 3.432e-02, eta: 1 day, 23:05:02, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7258, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.0804 2021-07-11 02:45:09,100 - mmaction - INFO - Epoch [155][1700/1879] lr: 3.432e-02, eta: 1 day, 23:04:43, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7168, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.1456 2021-07-11 02:45:26,112 - mmaction - INFO - Epoch [155][1720/1879] lr: 3.432e-02, eta: 1 day, 23:04:25, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6980, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.0835 2021-07-11 02:45:43,202 - mmaction - INFO - Epoch [155][1740/1879] lr: 3.432e-02, eta: 1 day, 23:04:07, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3450, loss: 2.3450, grad_norm: 3.0643 2021-07-11 02:46:00,286 - mmaction - INFO - Epoch [155][1760/1879] lr: 3.432e-02, eta: 1 day, 23:03:48, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7277, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.0290 2021-07-11 02:46:17,342 - mmaction - INFO - Epoch [155][1780/1879] lr: 3.432e-02, eta: 1 day, 23:03:30, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7176, loss_cls: 2.2761, loss: 2.2761, grad_norm: 3.0569 2021-07-11 02:46:34,173 - mmaction - INFO - Epoch [155][1800/1879] lr: 3.432e-02, eta: 1 day, 23:03:11, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.0252 2021-07-11 02:46:51,353 - mmaction - INFO - Epoch [155][1820/1879] lr: 3.432e-02, eta: 1 day, 23:02:53, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7145, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.1811 2021-07-11 02:47:08,200 - mmaction - INFO - Epoch [155][1840/1879] lr: 3.432e-02, eta: 1 day, 23:02:35, time: 0.842, data_time: 0.000, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7230, loss_cls: 2.2589, loss: 2.2589, grad_norm: 3.0310 2021-07-11 02:47:25,246 - mmaction - INFO - Epoch [155][1860/1879] lr: 3.432e-02, eta: 1 day, 23:02:16, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7230, loss_cls: 2.3034, loss: 2.3034, grad_norm: 3.0850 2021-07-11 02:47:51,893 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 02:47:51,904 - mmaction - INFO - 106 BN found 2021-07-11 02:52:23,224 - mmaction - INFO - BN stats updated 2021-07-11 02:56:10,975 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-11 02:56:11,872 - mmaction - INFO - top1_acc 0.5623 top5_acc 0.8102 2021-07-11 02:56:11,872 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-11 02:56:11,940 - mmaction - INFO - mean_acc 0.5623 2021-07-11 02:56:13,655 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_155.pth. 2021-07-11 02:56:13,655 - mmaction - INFO - Best top1_acc is 0.5623 at 155 epoch. 2021-07-11 02:56:13,661 - mmaction - INFO - Epoch(val) [155][155] top1_acc: 0.5623, top5_acc: 0.8102, mean_class_accuracy: 0.5623 2021-07-11 02:57:47,588 - mmaction - INFO - Epoch [156][20/1879] lr: 3.373e-02, eta: 1 day, 23:02:20, time: 4.692, data_time: 3.823, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7012, loss_cls: 2.3264, loss: 2.3264, grad_norm: 3.0814 2021-07-11 02:58:04,084 - mmaction - INFO - Epoch [156][40/1879] lr: 3.373e-02, eta: 1 day, 23:02:01, time: 0.826, data_time: 0.007, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7223, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.0187 2021-07-11 02:58:20,606 - mmaction - INFO - Epoch [156][60/1879] lr: 3.373e-02, eta: 1 day, 23:01:42, time: 0.827, data_time: 0.003, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7051, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.0177 2021-07-11 02:58:37,157 - mmaction - INFO - Epoch [156][80/1879] lr: 3.373e-02, eta: 1 day, 23:01:24, time: 0.827, data_time: 0.006, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7336, loss_cls: 2.2119, loss: 2.2119, grad_norm: 3.0851 2021-07-11 02:58:53,782 - mmaction - INFO - Epoch [156][100/1879] lr: 3.373e-02, eta: 1 day, 23:01:05, time: 0.833, data_time: 0.003, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2378, loss: 2.2378, grad_norm: 3.0805 2021-07-11 02:59:10,389 - mmaction - INFO - Epoch [156][120/1879] lr: 3.373e-02, eta: 1 day, 23:00:46, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7504, loss_cls: 2.1526, loss: 2.1526, grad_norm: 2.9857 2021-07-11 02:59:26,976 - mmaction - INFO - Epoch [156][140/1879] lr: 3.373e-02, eta: 1 day, 23:00:28, time: 0.832, data_time: 0.003, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3156, loss: 2.3156, grad_norm: 3.1694 2021-07-11 02:59:43,822 - mmaction - INFO - Epoch [156][160/1879] lr: 3.373e-02, eta: 1 day, 23:00:09, time: 0.840, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7129, loss_cls: 2.3076, loss: 2.3076, grad_norm: 3.1323 2021-07-11 03:00:00,538 - mmaction - INFO - Epoch [156][180/1879] lr: 3.373e-02, eta: 1 day, 22:59:51, time: 0.838, data_time: 0.003, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.3058, loss: 2.3058, grad_norm: 3.0853 2021-07-11 03:00:17,557 - mmaction - INFO - Epoch [156][200/1879] lr: 3.373e-02, eta: 1 day, 22:59:32, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7098, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.0535 2021-07-11 03:00:34,418 - mmaction - INFO - Epoch [156][220/1879] lr: 3.373e-02, eta: 1 day, 22:59:14, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7215, loss_cls: 2.2879, loss: 2.2879, grad_norm: 3.0532 2021-07-11 03:00:51,304 - mmaction - INFO - Epoch [156][240/1879] lr: 3.373e-02, eta: 1 day, 22:58:55, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7168, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.0691 2021-07-11 03:01:08,418 - mmaction - INFO - Epoch [156][260/1879] lr: 3.373e-02, eta: 1 day, 22:58:37, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7168, loss_cls: 2.2533, loss: 2.2533, grad_norm: 3.0444 2021-07-11 03:01:25,357 - mmaction - INFO - Epoch [156][280/1879] lr: 3.373e-02, eta: 1 day, 22:58:19, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7242, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.0765 2021-07-11 03:01:42,401 - mmaction - INFO - Epoch [156][300/1879] lr: 3.373e-02, eta: 1 day, 22:58:00, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7145, loss_cls: 2.3126, loss: 2.3126, grad_norm: 3.0649 2021-07-11 03:01:59,514 - mmaction - INFO - Epoch [156][320/1879] lr: 3.373e-02, eta: 1 day, 22:57:42, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7293, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.0907 2021-07-11 03:02:16,636 - mmaction - INFO - Epoch [156][340/1879] lr: 3.373e-02, eta: 1 day, 22:57:24, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.0578 2021-07-11 03:02:33,722 - mmaction - INFO - Epoch [156][360/1879] lr: 3.373e-02, eta: 1 day, 22:57:05, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7219, loss_cls: 2.2452, loss: 2.2452, grad_norm: 3.0640 2021-07-11 03:02:50,649 - mmaction - INFO - Epoch [156][380/1879] lr: 3.373e-02, eta: 1 day, 22:56:47, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.0440 2021-07-11 03:03:07,760 - mmaction - INFO - Epoch [156][400/1879] lr: 3.373e-02, eta: 1 day, 22:56:28, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2575, loss: 2.2575, grad_norm: 3.1038 2021-07-11 03:03:24,825 - mmaction - INFO - Epoch [156][420/1879] lr: 3.373e-02, eta: 1 day, 22:56:10, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7199, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.1555 2021-07-11 03:03:41,698 - mmaction - INFO - Epoch [156][440/1879] lr: 3.373e-02, eta: 1 day, 22:55:52, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.0527 2021-07-11 03:03:58,659 - mmaction - INFO - Epoch [156][460/1879] lr: 3.373e-02, eta: 1 day, 22:55:33, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7000, loss_cls: 2.3810, loss: 2.3810, grad_norm: 3.1066 2021-07-11 03:04:15,676 - mmaction - INFO - Epoch [156][480/1879] lr: 3.373e-02, eta: 1 day, 22:55:15, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7125, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.9764 2021-07-11 03:04:32,578 - mmaction - INFO - Epoch [156][500/1879] lr: 3.373e-02, eta: 1 day, 22:54:56, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.2980, loss: 2.2980, grad_norm: 3.1003 2021-07-11 03:04:49,615 - mmaction - INFO - Epoch [156][520/1879] lr: 3.373e-02, eta: 1 day, 22:54:38, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7035, loss_cls: 2.3366, loss: 2.3366, grad_norm: 3.0930 2021-07-11 03:05:06,534 - mmaction - INFO - Epoch [156][540/1879] lr: 3.373e-02, eta: 1 day, 22:54:20, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7121, loss_cls: 2.3004, loss: 2.3004, grad_norm: 3.0346 2021-07-11 03:05:23,355 - mmaction - INFO - Epoch [156][560/1879] lr: 3.373e-02, eta: 1 day, 22:54:01, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7230, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.0311 2021-07-11 03:05:40,393 - mmaction - INFO - Epoch [156][580/1879] lr: 3.373e-02, eta: 1 day, 22:53:43, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7238, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.0316 2021-07-11 03:05:57,330 - mmaction - INFO - Epoch [156][600/1879] lr: 3.373e-02, eta: 1 day, 22:53:24, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7203, loss_cls: 2.2895, loss: 2.2895, grad_norm: 3.0591 2021-07-11 03:06:14,314 - mmaction - INFO - Epoch [156][620/1879] lr: 3.373e-02, eta: 1 day, 22:53:06, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.0893 2021-07-11 03:06:31,285 - mmaction - INFO - Epoch [156][640/1879] lr: 3.373e-02, eta: 1 day, 22:52:47, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.0907 2021-07-11 03:06:48,341 - mmaction - INFO - Epoch [156][660/1879] lr: 3.373e-02, eta: 1 day, 22:52:29, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7125, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.1461 2021-07-11 03:07:05,380 - mmaction - INFO - Epoch [156][680/1879] lr: 3.373e-02, eta: 1 day, 22:52:11, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7160, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.1189 2021-07-11 03:07:22,470 - mmaction - INFO - Epoch [156][700/1879] lr: 3.373e-02, eta: 1 day, 22:51:52, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7246, loss_cls: 2.2879, loss: 2.2879, grad_norm: 3.1468 2021-07-11 03:07:39,552 - mmaction - INFO - Epoch [156][720/1879] lr: 3.373e-02, eta: 1 day, 22:51:34, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7199, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.0773 2021-07-11 03:07:56,684 - mmaction - INFO - Epoch [156][740/1879] lr: 3.373e-02, eta: 1 day, 22:51:16, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7328, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.1049 2021-07-11 03:08:13,617 - mmaction - INFO - Epoch [156][760/1879] lr: 3.373e-02, eta: 1 day, 22:50:57, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7152, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.1438 2021-07-11 03:08:30,694 - mmaction - INFO - Epoch [156][780/1879] lr: 3.373e-02, eta: 1 day, 22:50:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7051, loss_cls: 2.3155, loss: 2.3155, grad_norm: 3.1569 2021-07-11 03:08:47,718 - mmaction - INFO - Epoch [156][800/1879] lr: 3.373e-02, eta: 1 day, 22:50:21, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7156, loss_cls: 2.3160, loss: 2.3160, grad_norm: 3.1318 2021-07-11 03:09:04,768 - mmaction - INFO - Epoch [156][820/1879] lr: 3.373e-02, eta: 1 day, 22:50:02, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7172, loss_cls: 2.3059, loss: 2.3059, grad_norm: 3.0918 2021-07-11 03:09:21,880 - mmaction - INFO - Epoch [156][840/1879] lr: 3.373e-02, eta: 1 day, 22:49:44, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.0439 2021-07-11 03:09:39,004 - mmaction - INFO - Epoch [156][860/1879] lr: 3.373e-02, eta: 1 day, 22:49:26, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7309, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.1039 2021-07-11 03:09:55,924 - mmaction - INFO - Epoch [156][880/1879] lr: 3.373e-02, eta: 1 day, 22:49:07, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7180, loss_cls: 2.2853, loss: 2.2853, grad_norm: 3.1362 2021-07-11 03:10:13,032 - mmaction - INFO - Epoch [156][900/1879] lr: 3.373e-02, eta: 1 day, 22:48:49, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7129, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.0723 2021-07-11 03:10:30,041 - mmaction - INFO - Epoch [156][920/1879] lr: 3.373e-02, eta: 1 day, 22:48:30, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7121, loss_cls: 2.3010, loss: 2.3010, grad_norm: 3.1023 2021-07-11 03:10:47,203 - mmaction - INFO - Epoch [156][940/1879] lr: 3.373e-02, eta: 1 day, 22:48:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7152, loss_cls: 2.2894, loss: 2.2894, grad_norm: 3.0872 2021-07-11 03:11:04,190 - mmaction - INFO - Epoch [156][960/1879] lr: 3.373e-02, eta: 1 day, 22:47:54, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7227, loss_cls: 2.2824, loss: 2.2824, grad_norm: 3.1316 2021-07-11 03:11:21,289 - mmaction - INFO - Epoch [156][980/1879] lr: 3.373e-02, eta: 1 day, 22:47:35, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7133, loss_cls: 2.3104, loss: 2.3104, grad_norm: 3.1440 2021-07-11 03:11:38,486 - mmaction - INFO - Epoch [156][1000/1879] lr: 3.373e-02, eta: 1 day, 22:47:17, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7059, loss_cls: 2.3310, loss: 2.3310, grad_norm: 3.1354 2021-07-11 03:11:55,469 - mmaction - INFO - Epoch [156][1020/1879] lr: 3.373e-02, eta: 1 day, 22:46:59, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7152, loss_cls: 2.2861, loss: 2.2861, grad_norm: 3.0332 2021-07-11 03:12:12,506 - mmaction - INFO - Epoch [156][1040/1879] lr: 3.373e-02, eta: 1 day, 22:46:40, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.0625 2021-07-11 03:12:29,485 - mmaction - INFO - Epoch [156][1060/1879] lr: 3.373e-02, eta: 1 day, 22:46:22, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7082, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.1236 2021-07-11 03:12:46,589 - mmaction - INFO - Epoch [156][1080/1879] lr: 3.373e-02, eta: 1 day, 22:46:04, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7145, loss_cls: 2.3293, loss: 2.3293, grad_norm: 3.1549 2021-07-11 03:13:03,819 - mmaction - INFO - Epoch [156][1100/1879] lr: 3.373e-02, eta: 1 day, 22:45:45, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7090, loss_cls: 2.3100, loss: 2.3100, grad_norm: 3.0545 2021-07-11 03:13:20,736 - mmaction - INFO - Epoch [156][1120/1879] lr: 3.373e-02, eta: 1 day, 22:45:27, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7266, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.0689 2021-07-11 03:13:37,892 - mmaction - INFO - Epoch [156][1140/1879] lr: 3.373e-02, eta: 1 day, 22:45:09, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7258, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.0327 2021-07-11 03:13:54,862 - mmaction - INFO - Epoch [156][1160/1879] lr: 3.373e-02, eta: 1 day, 22:44:50, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7316, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.0949 2021-07-11 03:14:12,224 - mmaction - INFO - Epoch [156][1180/1879] lr: 3.373e-02, eta: 1 day, 22:44:32, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7145, loss_cls: 2.2957, loss: 2.2957, grad_norm: 3.0950 2021-07-11 03:14:29,439 - mmaction - INFO - Epoch [156][1200/1879] lr: 3.373e-02, eta: 1 day, 22:44:14, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3362, loss: 2.3362, grad_norm: 3.1063 2021-07-11 03:14:46,456 - mmaction - INFO - Epoch [156][1220/1879] lr: 3.373e-02, eta: 1 day, 22:43:55, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.2766, loss: 2.2766, grad_norm: 3.0888 2021-07-11 03:15:03,557 - mmaction - INFO - Epoch [156][1240/1879] lr: 3.373e-02, eta: 1 day, 22:43:37, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7160, loss_cls: 2.3012, loss: 2.3012, grad_norm: 3.0510 2021-07-11 03:15:20,708 - mmaction - INFO - Epoch [156][1260/1879] lr: 3.373e-02, eta: 1 day, 22:43:19, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7469, loss_cls: 2.1733, loss: 2.1733, grad_norm: 2.9968 2021-07-11 03:15:37,875 - mmaction - INFO - Epoch [156][1280/1879] lr: 3.373e-02, eta: 1 day, 22:43:01, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7203, loss_cls: 2.2774, loss: 2.2774, grad_norm: 3.1260 2021-07-11 03:15:54,860 - mmaction - INFO - Epoch [156][1300/1879] lr: 3.373e-02, eta: 1 day, 22:42:42, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2752, loss: 2.2752, grad_norm: 3.1430 2021-07-11 03:16:11,863 - mmaction - INFO - Epoch [156][1320/1879] lr: 3.373e-02, eta: 1 day, 22:42:24, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7059, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.1522 2021-07-11 03:16:28,906 - mmaction - INFO - Epoch [156][1340/1879] lr: 3.373e-02, eta: 1 day, 22:42:05, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7203, loss_cls: 2.2802, loss: 2.2802, grad_norm: 3.0619 2021-07-11 03:16:46,149 - mmaction - INFO - Epoch [156][1360/1879] lr: 3.373e-02, eta: 1 day, 22:41:47, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.1510 2021-07-11 03:17:03,472 - mmaction - INFO - Epoch [156][1380/1879] lr: 3.373e-02, eta: 1 day, 22:41:29, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2645, loss: 2.2645, grad_norm: 3.1679 2021-07-11 03:17:20,518 - mmaction - INFO - Epoch [156][1400/1879] lr: 3.373e-02, eta: 1 day, 22:41:11, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7215, loss_cls: 2.2376, loss: 2.2376, grad_norm: 3.0805 2021-07-11 03:17:37,531 - mmaction - INFO - Epoch [156][1420/1879] lr: 3.373e-02, eta: 1 day, 22:40:52, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7160, loss_cls: 2.3145, loss: 2.3145, grad_norm: 3.1105 2021-07-11 03:17:54,733 - mmaction - INFO - Epoch [156][1440/1879] lr: 3.373e-02, eta: 1 day, 22:40:34, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7277, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.0668 2021-07-11 03:18:11,698 - mmaction - INFO - Epoch [156][1460/1879] lr: 3.373e-02, eta: 1 day, 22:40:16, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7215, loss_cls: 2.2727, loss: 2.2727, grad_norm: 3.0564 2021-07-11 03:18:28,594 - mmaction - INFO - Epoch [156][1480/1879] lr: 3.373e-02, eta: 1 day, 22:39:57, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2848, loss: 2.2848, grad_norm: 3.0911 2021-07-11 03:18:45,676 - mmaction - INFO - Epoch [156][1500/1879] lr: 3.373e-02, eta: 1 day, 22:39:39, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7254, loss_cls: 2.2619, loss: 2.2619, grad_norm: 3.1503 2021-07-11 03:19:02,813 - mmaction - INFO - Epoch [156][1520/1879] lr: 3.373e-02, eta: 1 day, 22:39:21, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7234, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.0523 2021-07-11 03:19:20,000 - mmaction - INFO - Epoch [156][1540/1879] lr: 3.373e-02, eta: 1 day, 22:39:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7266, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.0633 2021-07-11 03:19:37,045 - mmaction - INFO - Epoch [156][1560/1879] lr: 3.373e-02, eta: 1 day, 22:38:44, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7137, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.1053 2021-07-11 03:19:54,137 - mmaction - INFO - Epoch [156][1580/1879] lr: 3.373e-02, eta: 1 day, 22:38:26, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.2972, loss: 2.2972, grad_norm: 3.0601 2021-07-11 03:20:11,294 - mmaction - INFO - Epoch [156][1600/1879] lr: 3.373e-02, eta: 1 day, 22:38:07, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7125, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.0941 2021-07-11 03:20:28,279 - mmaction - INFO - Epoch [156][1620/1879] lr: 3.373e-02, eta: 1 day, 22:37:49, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7168, loss_cls: 2.2924, loss: 2.2924, grad_norm: 3.0550 2021-07-11 03:20:45,577 - mmaction - INFO - Epoch [156][1640/1879] lr: 3.373e-02, eta: 1 day, 22:37:31, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7223, loss_cls: 2.3040, loss: 2.3040, grad_norm: 3.1652 2021-07-11 03:21:02,712 - mmaction - INFO - Epoch [156][1660/1879] lr: 3.373e-02, eta: 1 day, 22:37:12, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7078, loss_cls: 2.3142, loss: 2.3142, grad_norm: 3.1583 2021-07-11 03:21:19,706 - mmaction - INFO - Epoch [156][1680/1879] lr: 3.373e-02, eta: 1 day, 22:36:54, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.1047 2021-07-11 03:21:36,798 - mmaction - INFO - Epoch [156][1700/1879] lr: 3.373e-02, eta: 1 day, 22:36:36, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3474, loss: 2.3474, grad_norm: 3.1253 2021-07-11 03:21:53,959 - mmaction - INFO - Epoch [156][1720/1879] lr: 3.373e-02, eta: 1 day, 22:36:17, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.3115, loss: 2.3115, grad_norm: 3.1205 2021-07-11 03:22:11,086 - mmaction - INFO - Epoch [156][1740/1879] lr: 3.373e-02, eta: 1 day, 22:35:59, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7148, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.1103 2021-07-11 03:22:28,151 - mmaction - INFO - Epoch [156][1760/1879] lr: 3.373e-02, eta: 1 day, 22:35:41, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7172, loss_cls: 2.3073, loss: 2.3073, grad_norm: 3.0964 2021-07-11 03:22:45,360 - mmaction - INFO - Epoch [156][1780/1879] lr: 3.373e-02, eta: 1 day, 22:35:23, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7152, loss_cls: 2.3031, loss: 2.3031, grad_norm: 3.0565 2021-07-11 03:23:02,443 - mmaction - INFO - Epoch [156][1800/1879] lr: 3.373e-02, eta: 1 day, 22:35:04, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7180, loss_cls: 2.2394, loss: 2.2394, grad_norm: 3.0988 2021-07-11 03:23:19,452 - mmaction - INFO - Epoch [156][1820/1879] lr: 3.373e-02, eta: 1 day, 22:34:46, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.1280 2021-07-11 03:23:36,610 - mmaction - INFO - Epoch [156][1840/1879] lr: 3.373e-02, eta: 1 day, 22:34:28, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7203, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.1189 2021-07-11 03:23:53,793 - mmaction - INFO - Epoch [156][1860/1879] lr: 3.373e-02, eta: 1 day, 22:34:09, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7031, loss_cls: 2.3013, loss: 2.3013, grad_norm: 3.0872 2021-07-11 03:24:20,295 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 03:24:20,306 - mmaction - INFO - 106 BN found 2021-07-11 03:28:43,762 - mmaction - INFO - BN stats updated 2021-07-11 03:28:45,793 - mmaction - INFO - Saving checkpoint at 156 epochs 2021-07-11 03:31:05,873 - mmaction - INFO - Epoch [157][20/1879] lr: 3.316e-02, eta: 1 day, 22:34:35, time: 6.431, data_time: 5.525, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7207, loss_cls: 2.2638, loss: 2.2638, grad_norm: 2.9984 2021-07-11 03:31:22,509 - mmaction - INFO - Epoch [157][40/1879] lr: 3.316e-02, eta: 1 day, 22:34:16, time: 0.831, data_time: 0.008, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.0511 2021-07-11 03:31:39,025 - mmaction - INFO - Epoch [157][60/1879] lr: 3.316e-02, eta: 1 day, 22:33:57, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7312, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.1291 2021-07-11 03:31:55,668 - mmaction - INFO - Epoch [157][80/1879] lr: 3.316e-02, eta: 1 day, 22:33:39, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7293, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.1349 2021-07-11 03:32:12,150 - mmaction - INFO - Epoch [157][100/1879] lr: 3.316e-02, eta: 1 day, 22:33:20, time: 0.826, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7355, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.0406 2021-07-11 03:32:28,855 - mmaction - INFO - Epoch [157][120/1879] lr: 3.316e-02, eta: 1 day, 22:33:01, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7199, loss_cls: 2.3066, loss: 2.3066, grad_norm: 3.1592 2021-07-11 03:32:45,480 - mmaction - INFO - Epoch [157][140/1879] lr: 3.316e-02, eta: 1 day, 22:32:43, time: 0.829, data_time: 0.000, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7258, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.0848 2021-07-11 03:33:02,330 - mmaction - INFO - Epoch [157][160/1879] lr: 3.316e-02, eta: 1 day, 22:32:24, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1890, loss: 2.1890, grad_norm: 3.0732 2021-07-11 03:33:19,272 - mmaction - INFO - Epoch [157][180/1879] lr: 3.316e-02, eta: 1 day, 22:32:06, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7316, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.1145 2021-07-11 03:33:36,095 - mmaction - INFO - Epoch [157][200/1879] lr: 3.316e-02, eta: 1 day, 22:31:47, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7285, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.1603 2021-07-11 03:33:53,150 - mmaction - INFO - Epoch [157][220/1879] lr: 3.316e-02, eta: 1 day, 22:31:29, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3427, loss: 2.3427, grad_norm: 3.2295 2021-07-11 03:34:10,004 - mmaction - INFO - Epoch [157][240/1879] lr: 3.316e-02, eta: 1 day, 22:31:10, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7191, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.1091 2021-07-11 03:34:27,235 - mmaction - INFO - Epoch [157][260/1879] lr: 3.316e-02, eta: 1 day, 22:30:52, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2572, loss: 2.2572, grad_norm: 3.0861 2021-07-11 03:34:44,222 - mmaction - INFO - Epoch [157][280/1879] lr: 3.316e-02, eta: 1 day, 22:30:34, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7191, loss_cls: 2.3346, loss: 2.3346, grad_norm: 3.1471 2021-07-11 03:35:01,238 - mmaction - INFO - Epoch [157][300/1879] lr: 3.316e-02, eta: 1 day, 22:30:15, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7160, loss_cls: 2.2512, loss: 2.2512, grad_norm: 3.0444 2021-07-11 03:35:18,367 - mmaction - INFO - Epoch [157][320/1879] lr: 3.316e-02, eta: 1 day, 22:29:57, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7191, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.1369 2021-07-11 03:35:35,470 - mmaction - INFO - Epoch [157][340/1879] lr: 3.316e-02, eta: 1 day, 22:29:39, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7215, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.1542 2021-07-11 03:35:52,476 - mmaction - INFO - Epoch [157][360/1879] lr: 3.316e-02, eta: 1 day, 22:29:20, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2649, loss: 2.2649, grad_norm: 3.1997 2021-07-11 03:36:09,398 - mmaction - INFO - Epoch [157][380/1879] lr: 3.316e-02, eta: 1 day, 22:29:02, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7152, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.1764 2021-07-11 03:36:26,400 - mmaction - INFO - Epoch [157][400/1879] lr: 3.316e-02, eta: 1 day, 22:28:44, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7164, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.0570 2021-07-11 03:36:43,392 - mmaction - INFO - Epoch [157][420/1879] lr: 3.316e-02, eta: 1 day, 22:28:25, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7242, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.0521 2021-07-11 03:37:00,429 - mmaction - INFO - Epoch [157][440/1879] lr: 3.316e-02, eta: 1 day, 22:28:07, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7047, loss_cls: 2.3014, loss: 2.3014, grad_norm: 3.1324 2021-07-11 03:37:17,395 - mmaction - INFO - Epoch [157][460/1879] lr: 3.316e-02, eta: 1 day, 22:27:48, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7086, loss_cls: 2.2969, loss: 2.2969, grad_norm: 3.1225 2021-07-11 03:37:34,380 - mmaction - INFO - Epoch [157][480/1879] lr: 3.316e-02, eta: 1 day, 22:27:30, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2267, loss: 2.2267, grad_norm: 3.0131 2021-07-11 03:37:51,521 - mmaction - INFO - Epoch [157][500/1879] lr: 3.316e-02, eta: 1 day, 22:27:12, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7031, loss_cls: 2.2837, loss: 2.2837, grad_norm: 3.0940 2021-07-11 03:38:08,617 - mmaction - INFO - Epoch [157][520/1879] lr: 3.316e-02, eta: 1 day, 22:26:53, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.0906 2021-07-11 03:38:25,504 - mmaction - INFO - Epoch [157][540/1879] lr: 3.316e-02, eta: 1 day, 22:26:35, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7023, loss_cls: 2.3176, loss: 2.3176, grad_norm: 3.1720 2021-07-11 03:38:42,407 - mmaction - INFO - Epoch [157][560/1879] lr: 3.316e-02, eta: 1 day, 22:26:16, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.0694 2021-07-11 03:38:59,494 - mmaction - INFO - Epoch [157][580/1879] lr: 3.316e-02, eta: 1 day, 22:25:58, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7152, loss_cls: 2.3254, loss: 2.3254, grad_norm: 3.1863 2021-07-11 03:39:16,760 - mmaction - INFO - Epoch [157][600/1879] lr: 3.316e-02, eta: 1 day, 22:25:40, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7148, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.1110 2021-07-11 03:39:33,776 - mmaction - INFO - Epoch [157][620/1879] lr: 3.316e-02, eta: 1 day, 22:25:22, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.3132, loss: 2.3132, grad_norm: 3.1552 2021-07-11 03:39:50,643 - mmaction - INFO - Epoch [157][640/1879] lr: 3.316e-02, eta: 1 day, 22:25:03, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7152, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.1056 2021-07-11 03:40:07,765 - mmaction - INFO - Epoch [157][660/1879] lr: 3.316e-02, eta: 1 day, 22:24:45, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7012, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.1397 2021-07-11 03:40:24,886 - mmaction - INFO - Epoch [157][680/1879] lr: 3.316e-02, eta: 1 day, 22:24:26, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7152, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.0925 2021-07-11 03:40:41,922 - mmaction - INFO - Epoch [157][700/1879] lr: 3.316e-02, eta: 1 day, 22:24:08, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.1142 2021-07-11 03:40:58,973 - mmaction - INFO - Epoch [157][720/1879] lr: 3.316e-02, eta: 1 day, 22:23:50, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7152, loss_cls: 2.3001, loss: 2.3001, grad_norm: 3.1060 2021-07-11 03:41:15,967 - mmaction - INFO - Epoch [157][740/1879] lr: 3.316e-02, eta: 1 day, 22:23:31, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7234, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.1557 2021-07-11 03:41:33,038 - mmaction - INFO - Epoch [157][760/1879] lr: 3.316e-02, eta: 1 day, 22:23:13, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7148, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.1358 2021-07-11 03:41:49,874 - mmaction - INFO - Epoch [157][780/1879] lr: 3.316e-02, eta: 1 day, 22:22:55, time: 0.842, data_time: 0.003, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7254, loss_cls: 2.2868, loss: 2.2868, grad_norm: 3.1225 2021-07-11 03:42:06,836 - mmaction - INFO - Epoch [157][800/1879] lr: 3.316e-02, eta: 1 day, 22:22:36, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7184, loss_cls: 2.3222, loss: 2.3222, grad_norm: 3.1696 2021-07-11 03:42:23,971 - mmaction - INFO - Epoch [157][820/1879] lr: 3.316e-02, eta: 1 day, 22:22:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7285, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.1108 2021-07-11 03:42:40,979 - mmaction - INFO - Epoch [157][840/1879] lr: 3.316e-02, eta: 1 day, 22:21:59, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7246, loss_cls: 2.3137, loss: 2.3137, grad_norm: 3.1680 2021-07-11 03:42:58,301 - mmaction - INFO - Epoch [157][860/1879] lr: 3.316e-02, eta: 1 day, 22:21:41, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7242, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.0707 2021-07-11 03:43:15,340 - mmaction - INFO - Epoch [157][880/1879] lr: 3.316e-02, eta: 1 day, 22:21:23, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7184, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.0870 2021-07-11 03:43:32,373 - mmaction - INFO - Epoch [157][900/1879] lr: 3.316e-02, eta: 1 day, 22:21:05, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7188, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.1442 2021-07-11 03:43:49,350 - mmaction - INFO - Epoch [157][920/1879] lr: 3.316e-02, eta: 1 day, 22:20:46, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7066, loss_cls: 2.2733, loss: 2.2733, grad_norm: 3.1473 2021-07-11 03:44:06,541 - mmaction - INFO - Epoch [157][940/1879] lr: 3.316e-02, eta: 1 day, 22:20:28, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7207, loss_cls: 2.2525, loss: 2.2525, grad_norm: 3.1026 2021-07-11 03:44:23,524 - mmaction - INFO - Epoch [157][960/1879] lr: 3.316e-02, eta: 1 day, 22:20:09, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7176, loss_cls: 2.2897, loss: 2.2897, grad_norm: 3.1315 2021-07-11 03:44:40,593 - mmaction - INFO - Epoch [157][980/1879] lr: 3.316e-02, eta: 1 day, 22:19:51, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7125, loss_cls: 2.3123, loss: 2.3123, grad_norm: 3.1420 2021-07-11 03:44:57,720 - mmaction - INFO - Epoch [157][1000/1879] lr: 3.316e-02, eta: 1 day, 22:19:33, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7191, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.1429 2021-07-11 03:45:14,726 - mmaction - INFO - Epoch [157][1020/1879] lr: 3.316e-02, eta: 1 day, 22:19:14, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7223, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.1233 2021-07-11 03:45:31,819 - mmaction - INFO - Epoch [157][1040/1879] lr: 3.316e-02, eta: 1 day, 22:18:56, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7145, loss_cls: 2.2699, loss: 2.2699, grad_norm: 3.1645 2021-07-11 03:45:48,828 - mmaction - INFO - Epoch [157][1060/1879] lr: 3.316e-02, eta: 1 day, 22:18:38, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.2929, loss: 2.2929, grad_norm: 3.1179 2021-07-11 03:46:05,728 - mmaction - INFO - Epoch [157][1080/1879] lr: 3.316e-02, eta: 1 day, 22:18:19, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.0700 2021-07-11 03:46:22,706 - mmaction - INFO - Epoch [157][1100/1879] lr: 3.316e-02, eta: 1 day, 22:18:01, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7195, loss_cls: 2.2528, loss: 2.2528, grad_norm: 3.1250 2021-07-11 03:46:39,773 - mmaction - INFO - Epoch [157][1120/1879] lr: 3.316e-02, eta: 1 day, 22:17:43, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7305, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.0347 2021-07-11 03:46:56,702 - mmaction - INFO - Epoch [157][1140/1879] lr: 3.316e-02, eta: 1 day, 22:17:24, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7137, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.1266 2021-07-11 03:47:13,858 - mmaction - INFO - Epoch [157][1160/1879] lr: 3.316e-02, eta: 1 day, 22:17:06, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7254, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.0319 2021-07-11 03:47:30,832 - mmaction - INFO - Epoch [157][1180/1879] lr: 3.316e-02, eta: 1 day, 22:16:47, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7098, loss_cls: 2.3204, loss: 2.3204, grad_norm: 3.1477 2021-07-11 03:47:47,797 - mmaction - INFO - Epoch [157][1200/1879] lr: 3.316e-02, eta: 1 day, 22:16:29, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7293, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.1198 2021-07-11 03:48:04,923 - mmaction - INFO - Epoch [157][1220/1879] lr: 3.316e-02, eta: 1 day, 22:16:11, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3090, loss: 2.3090, grad_norm: 3.1683 2021-07-11 03:48:21,920 - mmaction - INFO - Epoch [157][1240/1879] lr: 3.316e-02, eta: 1 day, 22:15:52, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7105, loss_cls: 2.3599, loss: 2.3599, grad_norm: 3.1598 2021-07-11 03:48:38,960 - mmaction - INFO - Epoch [157][1260/1879] lr: 3.316e-02, eta: 1 day, 22:15:34, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7207, loss_cls: 2.2798, loss: 2.2798, grad_norm: 3.1360 2021-07-11 03:48:55,860 - mmaction - INFO - Epoch [157][1280/1879] lr: 3.316e-02, eta: 1 day, 22:15:16, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7184, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.1247 2021-07-11 03:49:12,753 - mmaction - INFO - Epoch [157][1300/1879] lr: 3.316e-02, eta: 1 day, 22:14:57, time: 0.844, data_time: 0.000, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7246, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.1394 2021-07-11 03:49:29,933 - mmaction - INFO - Epoch [157][1320/1879] lr: 3.316e-02, eta: 1 day, 22:14:39, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7355, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.0826 2021-07-11 03:49:46,986 - mmaction - INFO - Epoch [157][1340/1879] lr: 3.316e-02, eta: 1 day, 22:14:21, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7180, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.1294 2021-07-11 03:50:03,990 - mmaction - INFO - Epoch [157][1360/1879] lr: 3.316e-02, eta: 1 day, 22:14:02, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7137, loss_cls: 2.2712, loss: 2.2712, grad_norm: 3.2049 2021-07-11 03:50:21,090 - mmaction - INFO - Epoch [157][1380/1879] lr: 3.316e-02, eta: 1 day, 22:13:44, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7301, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.1414 2021-07-11 03:50:38,244 - mmaction - INFO - Epoch [157][1400/1879] lr: 3.316e-02, eta: 1 day, 22:13:26, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.3098, loss: 2.3098, grad_norm: 3.1900 2021-07-11 03:50:55,483 - mmaction - INFO - Epoch [157][1420/1879] lr: 3.316e-02, eta: 1 day, 22:13:07, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7176, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.0952 2021-07-11 03:51:12,608 - mmaction - INFO - Epoch [157][1440/1879] lr: 3.316e-02, eta: 1 day, 22:12:49, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7309, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.0950 2021-07-11 03:51:29,719 - mmaction - INFO - Epoch [157][1460/1879] lr: 3.316e-02, eta: 1 day, 22:12:31, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.1258 2021-07-11 03:51:46,877 - mmaction - INFO - Epoch [157][1480/1879] lr: 3.316e-02, eta: 1 day, 22:12:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.1591 2021-07-11 03:52:03,792 - mmaction - INFO - Epoch [157][1500/1879] lr: 3.316e-02, eta: 1 day, 22:11:54, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.3170, loss: 2.3170, grad_norm: 3.1285 2021-07-11 03:52:20,921 - mmaction - INFO - Epoch [157][1520/1879] lr: 3.316e-02, eta: 1 day, 22:11:36, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.1358 2021-07-11 03:52:38,040 - mmaction - INFO - Epoch [157][1540/1879] lr: 3.316e-02, eta: 1 day, 22:11:17, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7141, loss_cls: 2.3146, loss: 2.3146, grad_norm: 3.1783 2021-07-11 03:52:55,163 - mmaction - INFO - Epoch [157][1560/1879] lr: 3.316e-02, eta: 1 day, 22:10:59, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7230, loss_cls: 2.2714, loss: 2.2714, grad_norm: 3.0923 2021-07-11 03:53:12,106 - mmaction - INFO - Epoch [157][1580/1879] lr: 3.316e-02, eta: 1 day, 22:10:41, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7254, loss_cls: 2.2404, loss: 2.2404, grad_norm: 3.1275 2021-07-11 03:53:29,370 - mmaction - INFO - Epoch [157][1600/1879] lr: 3.316e-02, eta: 1 day, 22:10:22, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7043, loss_cls: 2.3526, loss: 2.3526, grad_norm: 3.2129 2021-07-11 03:53:46,503 - mmaction - INFO - Epoch [157][1620/1879] lr: 3.316e-02, eta: 1 day, 22:10:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7184, loss_cls: 2.2776, loss: 2.2776, grad_norm: 3.1019 2021-07-11 03:54:03,567 - mmaction - INFO - Epoch [157][1640/1879] lr: 3.316e-02, eta: 1 day, 22:09:46, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7156, loss_cls: 2.2954, loss: 2.2954, grad_norm: 3.0968 2021-07-11 03:54:20,533 - mmaction - INFO - Epoch [157][1660/1879] lr: 3.316e-02, eta: 1 day, 22:09:27, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.0823 2021-07-11 03:54:37,609 - mmaction - INFO - Epoch [157][1680/1879] lr: 3.316e-02, eta: 1 day, 22:09:09, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.0450 2021-07-11 03:54:54,620 - mmaction - INFO - Epoch [157][1700/1879] lr: 3.316e-02, eta: 1 day, 22:08:51, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7184, loss_cls: 2.2384, loss: 2.2384, grad_norm: 3.0553 2021-07-11 03:55:11,693 - mmaction - INFO - Epoch [157][1720/1879] lr: 3.316e-02, eta: 1 day, 22:08:32, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7059, loss_cls: 2.3363, loss: 2.3363, grad_norm: 3.1861 2021-07-11 03:55:28,772 - mmaction - INFO - Epoch [157][1740/1879] lr: 3.316e-02, eta: 1 day, 22:08:14, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7160, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.1348 2021-07-11 03:55:45,880 - mmaction - INFO - Epoch [157][1760/1879] lr: 3.316e-02, eta: 1 day, 22:07:56, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7277, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.2121 2021-07-11 03:56:03,091 - mmaction - INFO - Epoch [157][1780/1879] lr: 3.316e-02, eta: 1 day, 22:07:37, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7258, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.1447 2021-07-11 03:56:20,243 - mmaction - INFO - Epoch [157][1800/1879] lr: 3.316e-02, eta: 1 day, 22:07:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7223, loss_cls: 2.2679, loss: 2.2679, grad_norm: 3.1189 2021-07-11 03:56:37,358 - mmaction - INFO - Epoch [157][1820/1879] lr: 3.316e-02, eta: 1 day, 22:07:01, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7098, loss_cls: 2.3234, loss: 2.3234, grad_norm: 3.1213 2021-07-11 03:56:54,447 - mmaction - INFO - Epoch [157][1840/1879] lr: 3.316e-02, eta: 1 day, 22:06:43, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7242, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.0693 2021-07-11 03:57:11,593 - mmaction - INFO - Epoch [157][1860/1879] lr: 3.316e-02, eta: 1 day, 22:06:24, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7195, loss_cls: 2.2868, loss: 2.2868, grad_norm: 3.0925 2021-07-11 03:57:40,106 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 03:57:40,114 - mmaction - INFO - 106 BN found 2021-07-11 04:02:04,839 - mmaction - INFO - BN stats updated 2021-07-11 04:04:32,941 - mmaction - INFO - Epoch [158][20/1879] lr: 3.258e-02, eta: 1 day, 22:07:00, time: 7.302, data_time: 6.335, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7270, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.0024 2021-07-11 04:04:49,508 - mmaction - INFO - Epoch [158][40/1879] lr: 3.258e-02, eta: 1 day, 22:06:41, time: 0.825, data_time: 0.008, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7270, loss_cls: 2.2140, loss: 2.2140, grad_norm: 3.0962 2021-07-11 04:05:06,131 - mmaction - INFO - Epoch [158][60/1879] lr: 3.258e-02, eta: 1 day, 22:06:22, time: 0.835, data_time: 0.005, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.0788 2021-07-11 04:05:22,499 - mmaction - INFO - Epoch [158][80/1879] lr: 3.258e-02, eta: 1 day, 22:06:04, time: 0.818, data_time: 0.001, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7203, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.0703 2021-07-11 04:05:39,140 - mmaction - INFO - Epoch [158][100/1879] lr: 3.258e-02, eta: 1 day, 22:05:45, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7191, loss_cls: 2.2653, loss: 2.2653, grad_norm: 3.1671 2021-07-11 04:05:55,615 - mmaction - INFO - Epoch [158][120/1879] lr: 3.258e-02, eta: 1 day, 22:05:26, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7113, loss_cls: 2.2963, loss: 2.2963, grad_norm: 3.0899 2021-07-11 04:06:12,402 - mmaction - INFO - Epoch [158][140/1879] lr: 3.258e-02, eta: 1 day, 22:05:08, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.0963 2021-07-11 04:06:29,188 - mmaction - INFO - Epoch [158][160/1879] lr: 3.258e-02, eta: 1 day, 22:04:49, time: 0.839, data_time: 0.001, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7289, loss_cls: 2.2313, loss: 2.2313, grad_norm: 3.1368 2021-07-11 04:06:46,036 - mmaction - INFO - Epoch [158][180/1879] lr: 3.258e-02, eta: 1 day, 22:04:31, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7191, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.0961 2021-07-11 04:07:02,958 - mmaction - INFO - Epoch [158][200/1879] lr: 3.258e-02, eta: 1 day, 22:04:12, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7215, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.0691 2021-07-11 04:07:19,968 - mmaction - INFO - Epoch [158][220/1879] lr: 3.258e-02, eta: 1 day, 22:03:54, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7246, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.0261 2021-07-11 04:07:37,035 - mmaction - INFO - Epoch [158][240/1879] lr: 3.258e-02, eta: 1 day, 22:03:36, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7168, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.2127 2021-07-11 04:07:54,022 - mmaction - INFO - Epoch [158][260/1879] lr: 3.258e-02, eta: 1 day, 22:03:17, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3093, loss: 2.3093, grad_norm: 3.1630 2021-07-11 04:08:11,111 - mmaction - INFO - Epoch [158][280/1879] lr: 3.258e-02, eta: 1 day, 22:02:59, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2903, loss: 2.2903, grad_norm: 3.1397 2021-07-11 04:08:28,175 - mmaction - INFO - Epoch [158][300/1879] lr: 3.258e-02, eta: 1 day, 22:02:41, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7180, loss_cls: 2.2909, loss: 2.2909, grad_norm: 3.1334 2021-07-11 04:08:45,113 - mmaction - INFO - Epoch [158][320/1879] lr: 3.258e-02, eta: 1 day, 22:02:22, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7145, loss_cls: 2.2901, loss: 2.2901, grad_norm: 3.1238 2021-07-11 04:09:01,999 - mmaction - INFO - Epoch [158][340/1879] lr: 3.258e-02, eta: 1 day, 22:02:04, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7137, loss_cls: 2.3305, loss: 2.3305, grad_norm: 3.1971 2021-07-11 04:09:19,034 - mmaction - INFO - Epoch [158][360/1879] lr: 3.258e-02, eta: 1 day, 22:01:45, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7172, loss_cls: 2.2499, loss: 2.2499, grad_norm: 3.0841 2021-07-11 04:09:36,023 - mmaction - INFO - Epoch [158][380/1879] lr: 3.258e-02, eta: 1 day, 22:01:27, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7102, loss_cls: 2.2716, loss: 2.2716, grad_norm: 3.1007 2021-07-11 04:09:53,088 - mmaction - INFO - Epoch [158][400/1879] lr: 3.258e-02, eta: 1 day, 22:01:08, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7152, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.0187 2021-07-11 04:10:10,070 - mmaction - INFO - Epoch [158][420/1879] lr: 3.258e-02, eta: 1 day, 22:00:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1977, loss: 2.1977, grad_norm: 3.0444 2021-07-11 04:10:27,154 - mmaction - INFO - Epoch [158][440/1879] lr: 3.258e-02, eta: 1 day, 22:00:32, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7277, loss_cls: 2.2442, loss: 2.2442, grad_norm: 3.1339 2021-07-11 04:10:44,022 - mmaction - INFO - Epoch [158][460/1879] lr: 3.258e-02, eta: 1 day, 22:00:13, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7266, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.1199 2021-07-11 04:11:01,055 - mmaction - INFO - Epoch [158][480/1879] lr: 3.258e-02, eta: 1 day, 21:59:55, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.1064 2021-07-11 04:11:18,189 - mmaction - INFO - Epoch [158][500/1879] lr: 3.258e-02, eta: 1 day, 21:59:37, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7203, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.1548 2021-07-11 04:11:35,206 - mmaction - INFO - Epoch [158][520/1879] lr: 3.258e-02, eta: 1 day, 21:59:18, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7258, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.1080 2021-07-11 04:11:52,269 - mmaction - INFO - Epoch [158][540/1879] lr: 3.258e-02, eta: 1 day, 21:59:00, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2751, loss: 2.2751, grad_norm: 3.1938 2021-07-11 04:12:09,340 - mmaction - INFO - Epoch [158][560/1879] lr: 3.258e-02, eta: 1 day, 21:58:42, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7211, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.1276 2021-07-11 04:12:26,247 - mmaction - INFO - Epoch [158][580/1879] lr: 3.258e-02, eta: 1 day, 21:58:23, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7066, loss_cls: 2.3105, loss: 2.3105, grad_norm: 3.1196 2021-07-11 04:12:43,173 - mmaction - INFO - Epoch [158][600/1879] lr: 3.258e-02, eta: 1 day, 21:58:05, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7145, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.1295 2021-07-11 04:13:00,279 - mmaction - INFO - Epoch [158][620/1879] lr: 3.258e-02, eta: 1 day, 21:57:46, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7121, loss_cls: 2.2776, loss: 2.2776, grad_norm: 3.0675 2021-07-11 04:13:17,414 - mmaction - INFO - Epoch [158][640/1879] lr: 3.258e-02, eta: 1 day, 21:57:28, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7191, loss_cls: 2.2736, loss: 2.2736, grad_norm: 3.0931 2021-07-11 04:13:34,332 - mmaction - INFO - Epoch [158][660/1879] lr: 3.258e-02, eta: 1 day, 21:57:10, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.0554 2021-07-11 04:13:51,439 - mmaction - INFO - Epoch [158][680/1879] lr: 3.258e-02, eta: 1 day, 21:56:51, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.3360, loss: 2.3360, grad_norm: 3.1617 2021-07-11 04:14:08,514 - mmaction - INFO - Epoch [158][700/1879] lr: 3.258e-02, eta: 1 day, 21:56:33, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7105, loss_cls: 2.3448, loss: 2.3448, grad_norm: 3.1376 2021-07-11 04:14:25,560 - mmaction - INFO - Epoch [158][720/1879] lr: 3.258e-02, eta: 1 day, 21:56:15, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7117, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.1303 2021-07-11 04:14:42,656 - mmaction - INFO - Epoch [158][740/1879] lr: 3.258e-02, eta: 1 day, 21:55:56, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7191, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.0928 2021-07-11 04:14:59,575 - mmaction - INFO - Epoch [158][760/1879] lr: 3.258e-02, eta: 1 day, 21:55:38, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.1258 2021-07-11 04:15:16,703 - mmaction - INFO - Epoch [158][780/1879] lr: 3.258e-02, eta: 1 day, 21:55:20, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7113, loss_cls: 2.3112, loss: 2.3112, grad_norm: 3.1758 2021-07-11 04:15:33,942 - mmaction - INFO - Epoch [158][800/1879] lr: 3.258e-02, eta: 1 day, 21:55:01, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7309, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.1456 2021-07-11 04:15:51,157 - mmaction - INFO - Epoch [158][820/1879] lr: 3.258e-02, eta: 1 day, 21:54:43, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7156, loss_cls: 2.3389, loss: 2.3389, grad_norm: 3.1335 2021-07-11 04:16:08,153 - mmaction - INFO - Epoch [158][840/1879] lr: 3.258e-02, eta: 1 day, 21:54:25, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7277, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.0357 2021-07-11 04:16:25,293 - mmaction - INFO - Epoch [158][860/1879] lr: 3.258e-02, eta: 1 day, 21:54:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7195, loss_cls: 2.2892, loss: 2.2892, grad_norm: 3.0807 2021-07-11 04:16:42,275 - mmaction - INFO - Epoch [158][880/1879] lr: 3.258e-02, eta: 1 day, 21:53:48, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7121, loss_cls: 2.2844, loss: 2.2844, grad_norm: 3.0848 2021-07-11 04:16:59,498 - mmaction - INFO - Epoch [158][900/1879] lr: 3.258e-02, eta: 1 day, 21:53:30, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2231, loss: 2.2231, grad_norm: 3.1048 2021-07-11 04:17:16,572 - mmaction - INFO - Epoch [158][920/1879] lr: 3.258e-02, eta: 1 day, 21:53:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2291, loss: 2.2291, grad_norm: 3.1234 2021-07-11 04:17:33,646 - mmaction - INFO - Epoch [158][940/1879] lr: 3.258e-02, eta: 1 day, 21:52:53, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.1604 2021-07-11 04:17:50,773 - mmaction - INFO - Epoch [158][960/1879] lr: 3.258e-02, eta: 1 day, 21:52:35, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7207, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.1242 2021-07-11 04:18:08,095 - mmaction - INFO - Epoch [158][980/1879] lr: 3.258e-02, eta: 1 day, 21:52:17, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7457, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.1023 2021-07-11 04:18:25,232 - mmaction - INFO - Epoch [158][1000/1879] lr: 3.258e-02, eta: 1 day, 21:51:58, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7250, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.1406 2021-07-11 04:18:42,397 - mmaction - INFO - Epoch [158][1020/1879] lr: 3.258e-02, eta: 1 day, 21:51:40, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7164, loss_cls: 2.2637, loss: 2.2637, grad_norm: 3.1278 2021-07-11 04:18:59,621 - mmaction - INFO - Epoch [158][1040/1879] lr: 3.258e-02, eta: 1 day, 21:51:22, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7410, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.0601 2021-07-11 04:19:16,821 - mmaction - INFO - Epoch [158][1060/1879] lr: 3.258e-02, eta: 1 day, 21:51:04, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7281, loss_cls: 2.2561, loss: 2.2561, grad_norm: 3.1477 2021-07-11 04:19:34,182 - mmaction - INFO - Epoch [158][1080/1879] lr: 3.258e-02, eta: 1 day, 21:50:45, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7223, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.1277 2021-07-11 04:19:51,138 - mmaction - INFO - Epoch [158][1100/1879] lr: 3.258e-02, eta: 1 day, 21:50:27, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7277, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.0527 2021-07-11 04:20:08,340 - mmaction - INFO - Epoch [158][1120/1879] lr: 3.258e-02, eta: 1 day, 21:50:09, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7066, loss_cls: 2.3461, loss: 2.3461, grad_norm: 3.1631 2021-07-11 04:20:25,560 - mmaction - INFO - Epoch [158][1140/1879] lr: 3.258e-02, eta: 1 day, 21:49:51, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.0588 2021-07-11 04:20:42,579 - mmaction - INFO - Epoch [158][1160/1879] lr: 3.258e-02, eta: 1 day, 21:49:32, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7184, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.1075 2021-07-11 04:20:59,609 - mmaction - INFO - Epoch [158][1180/1879] lr: 3.258e-02, eta: 1 day, 21:49:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.0711 2021-07-11 04:21:16,666 - mmaction - INFO - Epoch [158][1200/1879] lr: 3.258e-02, eta: 1 day, 21:48:56, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7148, loss_cls: 2.2816, loss: 2.2816, grad_norm: 3.1244 2021-07-11 04:21:33,785 - mmaction - INFO - Epoch [158][1220/1879] lr: 3.258e-02, eta: 1 day, 21:48:37, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7012, loss_cls: 2.3584, loss: 2.3584, grad_norm: 3.1332 2021-07-11 04:21:50,859 - mmaction - INFO - Epoch [158][1240/1879] lr: 3.258e-02, eta: 1 day, 21:48:19, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.0848 2021-07-11 04:22:07,872 - mmaction - INFO - Epoch [158][1260/1879] lr: 3.258e-02, eta: 1 day, 21:48:01, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7348, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.0830 2021-07-11 04:22:25,047 - mmaction - INFO - Epoch [158][1280/1879] lr: 3.258e-02, eta: 1 day, 21:47:42, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7199, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.1249 2021-07-11 04:22:42,232 - mmaction - INFO - Epoch [158][1300/1879] lr: 3.258e-02, eta: 1 day, 21:47:24, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7266, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.0953 2021-07-11 04:22:59,527 - mmaction - INFO - Epoch [158][1320/1879] lr: 3.258e-02, eta: 1 day, 21:47:06, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4758, top5_acc: 0.7059, loss_cls: 2.3129, loss: 2.3129, grad_norm: 3.1621 2021-07-11 04:23:16,657 - mmaction - INFO - Epoch [158][1340/1879] lr: 3.258e-02, eta: 1 day, 21:46:47, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.0564 2021-07-11 04:23:33,843 - mmaction - INFO - Epoch [158][1360/1879] lr: 3.258e-02, eta: 1 day, 21:46:29, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.3205, loss: 2.3205, grad_norm: 3.2030 2021-07-11 04:23:51,010 - mmaction - INFO - Epoch [158][1380/1879] lr: 3.258e-02, eta: 1 day, 21:46:11, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7230, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.1620 2021-07-11 04:24:08,265 - mmaction - INFO - Epoch [158][1400/1879] lr: 3.258e-02, eta: 1 day, 21:45:53, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7035, loss_cls: 2.3514, loss: 2.3514, grad_norm: 3.1566 2021-07-11 04:24:25,480 - mmaction - INFO - Epoch [158][1420/1879] lr: 3.258e-02, eta: 1 day, 21:45:35, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7117, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.1316 2021-07-11 04:24:42,631 - mmaction - INFO - Epoch [158][1440/1879] lr: 3.258e-02, eta: 1 day, 21:45:16, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7086, loss_cls: 2.3265, loss: 2.3265, grad_norm: 3.2533 2021-07-11 04:24:59,845 - mmaction - INFO - Epoch [158][1460/1879] lr: 3.258e-02, eta: 1 day, 21:44:58, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7129, loss_cls: 2.3598, loss: 2.3598, grad_norm: 3.1890 2021-07-11 04:25:16,955 - mmaction - INFO - Epoch [158][1480/1879] lr: 3.258e-02, eta: 1 day, 21:44:40, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7238, loss_cls: 2.2708, loss: 2.2708, grad_norm: 3.0923 2021-07-11 04:25:33,993 - mmaction - INFO - Epoch [158][1500/1879] lr: 3.258e-02, eta: 1 day, 21:44:21, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2471, loss: 2.2471, grad_norm: 3.1408 2021-07-11 04:25:51,035 - mmaction - INFO - Epoch [158][1520/1879] lr: 3.258e-02, eta: 1 day, 21:44:03, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7047, loss_cls: 2.3369, loss: 2.3369, grad_norm: 3.1629 2021-07-11 04:26:08,102 - mmaction - INFO - Epoch [158][1540/1879] lr: 3.258e-02, eta: 1 day, 21:43:45, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7090, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.0857 2021-07-11 04:26:25,417 - mmaction - INFO - Epoch [158][1560/1879] lr: 3.258e-02, eta: 1 day, 21:43:26, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7137, loss_cls: 2.2925, loss: 2.2925, grad_norm: 3.0810 2021-07-11 04:26:42,263 - mmaction - INFO - Epoch [158][1580/1879] lr: 3.258e-02, eta: 1 day, 21:43:08, time: 0.843, data_time: 0.001, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2710, loss: 2.2710, grad_norm: 3.0351 2021-07-11 04:26:59,600 - mmaction - INFO - Epoch [158][1600/1879] lr: 3.258e-02, eta: 1 day, 21:42:50, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7285, loss_cls: 2.2248, loss: 2.2248, grad_norm: 3.1479 2021-07-11 04:27:16,430 - mmaction - INFO - Epoch [158][1620/1879] lr: 3.258e-02, eta: 1 day, 21:42:31, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.0712 2021-07-11 04:27:33,755 - mmaction - INFO - Epoch [158][1640/1879] lr: 3.258e-02, eta: 1 day, 21:42:13, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.0433 2021-07-11 04:27:50,853 - mmaction - INFO - Epoch [158][1660/1879] lr: 3.258e-02, eta: 1 day, 21:41:55, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.0949 2021-07-11 04:28:07,692 - mmaction - INFO - Epoch [158][1680/1879] lr: 3.258e-02, eta: 1 day, 21:41:36, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7188, loss_cls: 2.2844, loss: 2.2844, grad_norm: 3.1095 2021-07-11 04:28:24,855 - mmaction - INFO - Epoch [158][1700/1879] lr: 3.258e-02, eta: 1 day, 21:41:18, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7184, loss_cls: 2.2682, loss: 2.2682, grad_norm: 3.1115 2021-07-11 04:28:41,989 - mmaction - INFO - Epoch [158][1720/1879] lr: 3.258e-02, eta: 1 day, 21:41:00, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7238, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.0489 2021-07-11 04:28:59,114 - mmaction - INFO - Epoch [158][1740/1879] lr: 3.258e-02, eta: 1 day, 21:40:42, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7203, loss_cls: 2.3151, loss: 2.3151, grad_norm: 3.1903 2021-07-11 04:29:16,364 - mmaction - INFO - Epoch [158][1760/1879] lr: 3.258e-02, eta: 1 day, 21:40:23, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7180, loss_cls: 2.3023, loss: 2.3023, grad_norm: 3.2048 2021-07-11 04:29:33,416 - mmaction - INFO - Epoch [158][1780/1879] lr: 3.258e-02, eta: 1 day, 21:40:05, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7270, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.1192 2021-07-11 04:29:50,572 - mmaction - INFO - Epoch [158][1800/1879] lr: 3.258e-02, eta: 1 day, 21:39:47, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7113, loss_cls: 2.2758, loss: 2.2758, grad_norm: 3.0881 2021-07-11 04:30:07,591 - mmaction - INFO - Epoch [158][1820/1879] lr: 3.258e-02, eta: 1 day, 21:39:28, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7293, loss_cls: 2.2775, loss: 2.2775, grad_norm: 3.1292 2021-07-11 04:30:24,724 - mmaction - INFO - Epoch [158][1840/1879] lr: 3.258e-02, eta: 1 day, 21:39:10, time: 0.855, data_time: 0.000, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7098, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.1319 2021-07-11 04:30:41,871 - mmaction - INFO - Epoch [158][1860/1879] lr: 3.258e-02, eta: 1 day, 21:38:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7211, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.1081 2021-07-11 04:31:10,809 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 04:31:10,814 - mmaction - INFO - 106 BN found 2021-07-11 04:35:34,028 - mmaction - INFO - BN stats updated 2021-07-11 04:38:03,927 - mmaction - INFO - Epoch [159][20/1879] lr: 3.201e-02, eta: 1 day, 21:39:27, time: 7.390, data_time: 6.433, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7371, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.1590 2021-07-11 04:38:20,638 - mmaction - INFO - Epoch [159][40/1879] lr: 3.201e-02, eta: 1 day, 21:39:08, time: 0.837, data_time: 0.009, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7230, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.0806 2021-07-11 04:38:37,135 - mmaction - INFO - Epoch [159][60/1879] lr: 3.201e-02, eta: 1 day, 21:38:50, time: 0.825, data_time: 0.002, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7086, loss_cls: 2.2965, loss: 2.2965, grad_norm: 3.1543 2021-07-11 04:38:53,824 - mmaction - INFO - Epoch [159][80/1879] lr: 3.201e-02, eta: 1 day, 21:38:31, time: 0.833, data_time: 0.009, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7324, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.1302 2021-07-11 04:39:10,515 - mmaction - INFO - Epoch [159][100/1879] lr: 3.201e-02, eta: 1 day, 21:38:13, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.1480 2021-07-11 04:39:27,232 - mmaction - INFO - Epoch [159][120/1879] lr: 3.201e-02, eta: 1 day, 21:37:54, time: 0.835, data_time: 0.006, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7348, loss_cls: 2.1833, loss: 2.1833, grad_norm: 3.2111 2021-07-11 04:39:43,861 - mmaction - INFO - Epoch [159][140/1879] lr: 3.201e-02, eta: 1 day, 21:37:35, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7395, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.1874 2021-07-11 04:40:00,629 - mmaction - INFO - Epoch [159][160/1879] lr: 3.201e-02, eta: 1 day, 21:37:17, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.2730, loss: 2.2730, grad_norm: 3.1559 2021-07-11 04:40:17,645 - mmaction - INFO - Epoch [159][180/1879] lr: 3.201e-02, eta: 1 day, 21:36:59, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7242, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.1274 2021-07-11 04:40:34,559 - mmaction - INFO - Epoch [159][200/1879] lr: 3.201e-02, eta: 1 day, 21:36:40, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7195, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.1543 2021-07-11 04:40:51,413 - mmaction - INFO - Epoch [159][220/1879] lr: 3.201e-02, eta: 1 day, 21:36:22, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7301, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.1654 2021-07-11 04:41:08,724 - mmaction - INFO - Epoch [159][240/1879] lr: 3.201e-02, eta: 1 day, 21:36:03, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3154, loss: 2.3154, grad_norm: 3.2021 2021-07-11 04:41:25,575 - mmaction - INFO - Epoch [159][260/1879] lr: 3.201e-02, eta: 1 day, 21:35:45, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7281, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.1458 2021-07-11 04:41:42,576 - mmaction - INFO - Epoch [159][280/1879] lr: 3.201e-02, eta: 1 day, 21:35:27, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.1358 2021-07-11 04:41:59,632 - mmaction - INFO - Epoch [159][300/1879] lr: 3.201e-02, eta: 1 day, 21:35:08, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7266, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.1132 2021-07-11 04:42:16,641 - mmaction - INFO - Epoch [159][320/1879] lr: 3.201e-02, eta: 1 day, 21:34:50, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7309, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.0286 2021-07-11 04:42:33,801 - mmaction - INFO - Epoch [159][340/1879] lr: 3.201e-02, eta: 1 day, 21:34:32, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7160, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.1545 2021-07-11 04:42:50,848 - mmaction - INFO - Epoch [159][360/1879] lr: 3.201e-02, eta: 1 day, 21:34:13, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.0996 2021-07-11 04:43:07,923 - mmaction - INFO - Epoch [159][380/1879] lr: 3.201e-02, eta: 1 day, 21:33:55, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7195, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.1249 2021-07-11 04:43:24,874 - mmaction - INFO - Epoch [159][400/1879] lr: 3.201e-02, eta: 1 day, 21:33:37, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7152, loss_cls: 2.2560, loss: 2.2560, grad_norm: 3.1222 2021-07-11 04:43:41,792 - mmaction - INFO - Epoch [159][420/1879] lr: 3.201e-02, eta: 1 day, 21:33:18, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7262, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.1872 2021-07-11 04:43:58,920 - mmaction - INFO - Epoch [159][440/1879] lr: 3.201e-02, eta: 1 day, 21:33:00, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7207, loss_cls: 2.2750, loss: 2.2750, grad_norm: 3.1963 2021-07-11 04:44:15,791 - mmaction - INFO - Epoch [159][460/1879] lr: 3.201e-02, eta: 1 day, 21:32:41, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7359, loss_cls: 2.2027, loss: 2.2027, grad_norm: 3.1302 2021-07-11 04:44:32,555 - mmaction - INFO - Epoch [159][480/1879] lr: 3.201e-02, eta: 1 day, 21:32:23, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7352, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.1038 2021-07-11 04:44:49,775 - mmaction - INFO - Epoch [159][500/1879] lr: 3.201e-02, eta: 1 day, 21:32:05, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7359, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.1103 2021-07-11 04:45:06,780 - mmaction - INFO - Epoch [159][520/1879] lr: 3.201e-02, eta: 1 day, 21:31:46, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7191, loss_cls: 2.2781, loss: 2.2781, grad_norm: 3.1317 2021-07-11 04:45:23,827 - mmaction - INFO - Epoch [159][540/1879] lr: 3.201e-02, eta: 1 day, 21:31:28, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7188, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.1440 2021-07-11 04:45:40,728 - mmaction - INFO - Epoch [159][560/1879] lr: 3.201e-02, eta: 1 day, 21:31:09, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7047, loss_cls: 2.3494, loss: 2.3494, grad_norm: 3.1963 2021-07-11 04:45:57,432 - mmaction - INFO - Epoch [159][580/1879] lr: 3.201e-02, eta: 1 day, 21:30:51, time: 0.835, data_time: 0.001, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7164, loss_cls: 2.3037, loss: 2.3037, grad_norm: 3.1528 2021-07-11 04:46:14,369 - mmaction - INFO - Epoch [159][600/1879] lr: 3.201e-02, eta: 1 day, 21:30:32, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7238, loss_cls: 2.2421, loss: 2.2421, grad_norm: 3.0795 2021-07-11 04:46:31,193 - mmaction - INFO - Epoch [159][620/1879] lr: 3.201e-02, eta: 1 day, 21:30:14, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7320, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.1415 2021-07-11 04:46:48,128 - mmaction - INFO - Epoch [159][640/1879] lr: 3.201e-02, eta: 1 day, 21:29:56, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7191, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.1283 2021-07-11 04:47:04,989 - mmaction - INFO - Epoch [159][660/1879] lr: 3.201e-02, eta: 1 day, 21:29:37, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.0864 2021-07-11 04:47:21,974 - mmaction - INFO - Epoch [159][680/1879] lr: 3.201e-02, eta: 1 day, 21:29:19, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7105, loss_cls: 2.2860, loss: 2.2860, grad_norm: 3.0554 2021-07-11 04:47:38,963 - mmaction - INFO - Epoch [159][700/1879] lr: 3.201e-02, eta: 1 day, 21:29:00, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.0765 2021-07-11 04:47:55,854 - mmaction - INFO - Epoch [159][720/1879] lr: 3.201e-02, eta: 1 day, 21:28:42, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2804, loss: 2.2804, grad_norm: 3.1601 2021-07-11 04:48:12,784 - mmaction - INFO - Epoch [159][740/1879] lr: 3.201e-02, eta: 1 day, 21:28:23, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7344, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.1419 2021-07-11 04:48:29,809 - mmaction - INFO - Epoch [159][760/1879] lr: 3.201e-02, eta: 1 day, 21:28:05, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7063, loss_cls: 2.2709, loss: 2.2709, grad_norm: 3.1550 2021-07-11 04:48:46,793 - mmaction - INFO - Epoch [159][780/1879] lr: 3.201e-02, eta: 1 day, 21:27:47, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7184, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.1610 2021-07-11 04:49:04,076 - mmaction - INFO - Epoch [159][800/1879] lr: 3.201e-02, eta: 1 day, 21:27:28, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7230, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.2172 2021-07-11 04:49:21,114 - mmaction - INFO - Epoch [159][820/1879] lr: 3.201e-02, eta: 1 day, 21:27:10, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7410, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.1610 2021-07-11 04:49:38,020 - mmaction - INFO - Epoch [159][840/1879] lr: 3.201e-02, eta: 1 day, 21:26:52, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.1771 2021-07-11 04:49:55,146 - mmaction - INFO - Epoch [159][860/1879] lr: 3.201e-02, eta: 1 day, 21:26:33, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7121, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.2739 2021-07-11 04:50:12,175 - mmaction - INFO - Epoch [159][880/1879] lr: 3.201e-02, eta: 1 day, 21:26:15, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7281, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.1953 2021-07-11 04:50:29,433 - mmaction - INFO - Epoch [159][900/1879] lr: 3.201e-02, eta: 1 day, 21:25:57, time: 0.862, data_time: 0.011, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.1710 2021-07-11 04:50:46,488 - mmaction - INFO - Epoch [159][920/1879] lr: 3.201e-02, eta: 1 day, 21:25:38, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7125, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.1868 2021-07-11 04:51:03,757 - mmaction - INFO - Epoch [159][940/1879] lr: 3.201e-02, eta: 1 day, 21:25:20, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.0732 2021-07-11 04:51:20,799 - mmaction - INFO - Epoch [159][960/1879] lr: 3.201e-02, eta: 1 day, 21:25:02, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7281, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.0518 2021-07-11 04:51:37,876 - mmaction - INFO - Epoch [159][980/1879] lr: 3.201e-02, eta: 1 day, 21:24:44, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7289, loss_cls: 2.2181, loss: 2.2181, grad_norm: 3.0802 2021-07-11 04:51:55,204 - mmaction - INFO - Epoch [159][1000/1879] lr: 3.201e-02, eta: 1 day, 21:24:25, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7207, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.1435 2021-07-11 04:52:12,334 - mmaction - INFO - Epoch [159][1020/1879] lr: 3.201e-02, eta: 1 day, 21:24:07, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7176, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.1307 2021-07-11 04:52:29,462 - mmaction - INFO - Epoch [159][1040/1879] lr: 3.201e-02, eta: 1 day, 21:23:49, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.1616 2021-07-11 04:52:46,538 - mmaction - INFO - Epoch [159][1060/1879] lr: 3.201e-02, eta: 1 day, 21:23:30, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7238, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.1232 2021-07-11 04:53:03,725 - mmaction - INFO - Epoch [159][1080/1879] lr: 3.201e-02, eta: 1 day, 21:23:12, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.1479 2021-07-11 04:53:20,918 - mmaction - INFO - Epoch [159][1100/1879] lr: 3.201e-02, eta: 1 day, 21:22:54, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7227, loss_cls: 2.2870, loss: 2.2870, grad_norm: 3.1906 2021-07-11 04:53:38,001 - mmaction - INFO - Epoch [159][1120/1879] lr: 3.201e-02, eta: 1 day, 21:22:36, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7152, loss_cls: 2.3043, loss: 2.3043, grad_norm: 3.2338 2021-07-11 04:53:55,211 - mmaction - INFO - Epoch [159][1140/1879] lr: 3.201e-02, eta: 1 day, 21:22:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7102, loss_cls: 2.3350, loss: 2.3350, grad_norm: 3.1703 2021-07-11 04:54:12,304 - mmaction - INFO - Epoch [159][1160/1879] lr: 3.201e-02, eta: 1 day, 21:21:59, time: 0.854, data_time: 0.007, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2713, loss: 2.2713, grad_norm: 3.1863 2021-07-11 04:54:29,341 - mmaction - INFO - Epoch [159][1180/1879] lr: 3.201e-02, eta: 1 day, 21:21:41, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.3024, loss: 2.3024, grad_norm: 3.1479 2021-07-11 04:54:46,318 - mmaction - INFO - Epoch [159][1200/1879] lr: 3.201e-02, eta: 1 day, 21:21:22, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7141, loss_cls: 2.2794, loss: 2.2794, grad_norm: 3.2264 2021-07-11 04:55:03,370 - mmaction - INFO - Epoch [159][1220/1879] lr: 3.201e-02, eta: 1 day, 21:21:04, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1765, loss: 2.1765, grad_norm: 3.0296 2021-07-11 04:55:20,354 - mmaction - INFO - Epoch [159][1240/1879] lr: 3.201e-02, eta: 1 day, 21:20:46, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7234, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.1451 2021-07-11 04:55:37,411 - mmaction - INFO - Epoch [159][1260/1879] lr: 3.201e-02, eta: 1 day, 21:20:27, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7086, loss_cls: 2.3258, loss: 2.3258, grad_norm: 3.2143 2021-07-11 04:55:54,604 - mmaction - INFO - Epoch [159][1280/1879] lr: 3.201e-02, eta: 1 day, 21:20:09, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7121, loss_cls: 2.3089, loss: 2.3089, grad_norm: 3.1497 2021-07-11 04:56:11,628 - mmaction - INFO - Epoch [159][1300/1879] lr: 3.201e-02, eta: 1 day, 21:19:51, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.1323 2021-07-11 04:56:28,602 - mmaction - INFO - Epoch [159][1320/1879] lr: 3.201e-02, eta: 1 day, 21:19:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.1625 2021-07-11 04:56:45,766 - mmaction - INFO - Epoch [159][1340/1879] lr: 3.201e-02, eta: 1 day, 21:19:14, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2962, loss: 2.2962, grad_norm: 3.2250 2021-07-11 04:57:02,766 - mmaction - INFO - Epoch [159][1360/1879] lr: 3.201e-02, eta: 1 day, 21:18:56, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.3065, loss: 2.3065, grad_norm: 3.1835 2021-07-11 04:57:19,834 - mmaction - INFO - Epoch [159][1380/1879] lr: 3.201e-02, eta: 1 day, 21:18:37, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7137, loss_cls: 2.2896, loss: 2.2896, grad_norm: 3.1246 2021-07-11 04:57:36,884 - mmaction - INFO - Epoch [159][1400/1879] lr: 3.201e-02, eta: 1 day, 21:18:19, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7168, loss_cls: 2.3216, loss: 2.3216, grad_norm: 3.1099 2021-07-11 04:57:54,005 - mmaction - INFO - Epoch [159][1420/1879] lr: 3.201e-02, eta: 1 day, 21:18:01, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7309, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.1234 2021-07-11 04:58:11,194 - mmaction - INFO - Epoch [159][1440/1879] lr: 3.201e-02, eta: 1 day, 21:17:42, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.1634 2021-07-11 04:58:28,055 - mmaction - INFO - Epoch [159][1460/1879] lr: 3.201e-02, eta: 1 day, 21:17:24, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.1217 2021-07-11 04:58:45,156 - mmaction - INFO - Epoch [159][1480/1879] lr: 3.201e-02, eta: 1 day, 21:17:06, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7312, loss_cls: 2.2643, loss: 2.2643, grad_norm: 3.1727 2021-07-11 04:59:02,070 - mmaction - INFO - Epoch [159][1500/1879] lr: 3.201e-02, eta: 1 day, 21:16:47, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7230, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.1032 2021-07-11 04:59:19,234 - mmaction - INFO - Epoch [159][1520/1879] lr: 3.201e-02, eta: 1 day, 21:16:29, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7098, loss_cls: 2.2824, loss: 2.2824, grad_norm: 3.0869 2021-07-11 04:59:36,352 - mmaction - INFO - Epoch [159][1540/1879] lr: 3.201e-02, eta: 1 day, 21:16:11, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7301, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.1065 2021-07-11 04:59:53,422 - mmaction - INFO - Epoch [159][1560/1879] lr: 3.201e-02, eta: 1 day, 21:15:52, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4672, top5_acc: 0.6949, loss_cls: 2.3470, loss: 2.3470, grad_norm: 3.1385 2021-07-11 05:00:10,365 - mmaction - INFO - Epoch [159][1580/1879] lr: 3.201e-02, eta: 1 day, 21:15:34, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7012, loss_cls: 2.3718, loss: 2.3718, grad_norm: 3.2329 2021-07-11 05:00:27,373 - mmaction - INFO - Epoch [159][1600/1879] lr: 3.201e-02, eta: 1 day, 21:15:16, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7273, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.1245 2021-07-11 05:00:44,506 - mmaction - INFO - Epoch [159][1620/1879] lr: 3.201e-02, eta: 1 day, 21:14:57, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7164, loss_cls: 2.3013, loss: 2.3013, grad_norm: 3.1991 2021-07-11 05:01:01,745 - mmaction - INFO - Epoch [159][1640/1879] lr: 3.201e-02, eta: 1 day, 21:14:39, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7055, loss_cls: 2.3035, loss: 2.3035, grad_norm: 3.1203 2021-07-11 05:01:18,694 - mmaction - INFO - Epoch [159][1660/1879] lr: 3.201e-02, eta: 1 day, 21:14:21, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7137, loss_cls: 2.2755, loss: 2.2755, grad_norm: 3.0554 2021-07-11 05:01:35,844 - mmaction - INFO - Epoch [159][1680/1879] lr: 3.201e-02, eta: 1 day, 21:14:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.6914, loss_cls: 2.4002, loss: 2.4002, grad_norm: 3.1311 2021-07-11 05:01:52,730 - mmaction - INFO - Epoch [159][1700/1879] lr: 3.201e-02, eta: 1 day, 21:13:44, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.1292 2021-07-11 05:02:09,907 - mmaction - INFO - Epoch [159][1720/1879] lr: 3.201e-02, eta: 1 day, 21:13:26, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7188, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.2168 2021-07-11 05:02:26,961 - mmaction - INFO - Epoch [159][1740/1879] lr: 3.201e-02, eta: 1 day, 21:13:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7102, loss_cls: 2.3050, loss: 2.3050, grad_norm: 3.1676 2021-07-11 05:02:43,915 - mmaction - INFO - Epoch [159][1760/1879] lr: 3.201e-02, eta: 1 day, 21:12:49, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.1150 2021-07-11 05:03:00,877 - mmaction - INFO - Epoch [159][1780/1879] lr: 3.201e-02, eta: 1 day, 21:12:31, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7074, loss_cls: 2.3206, loss: 2.3206, grad_norm: 3.1473 2021-07-11 05:03:17,984 - mmaction - INFO - Epoch [159][1800/1879] lr: 3.201e-02, eta: 1 day, 21:12:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7207, loss_cls: 2.3183, loss: 2.3183, grad_norm: 3.1304 2021-07-11 05:03:35,099 - mmaction - INFO - Epoch [159][1820/1879] lr: 3.201e-02, eta: 1 day, 21:11:54, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7230, loss_cls: 2.2540, loss: 2.2540, grad_norm: 3.1857 2021-07-11 05:03:52,211 - mmaction - INFO - Epoch [159][1840/1879] lr: 3.201e-02, eta: 1 day, 21:11:36, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2532, loss: 2.2532, grad_norm: 3.1325 2021-07-11 05:04:09,365 - mmaction - INFO - Epoch [159][1860/1879] lr: 3.201e-02, eta: 1 day, 21:11:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7230, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.1372 2021-07-11 05:04:35,988 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 05:04:35,997 - mmaction - INFO - 106 BN found 2021-07-11 05:08:59,509 - mmaction - INFO - BN stats updated 2021-07-11 05:11:29,742 - mmaction - INFO - Epoch [160][20/1879] lr: 3.143e-02, eta: 1 day, 21:11:52, time: 7.408, data_time: 6.535, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7195, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.1938 2021-07-11 05:11:46,419 - mmaction - INFO - Epoch [160][40/1879] lr: 3.143e-02, eta: 1 day, 21:11:33, time: 0.835, data_time: 0.011, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7199, loss_cls: 2.2260, loss: 2.2260, grad_norm: 3.1379 2021-07-11 05:12:02,930 - mmaction - INFO - Epoch [160][60/1879] lr: 3.143e-02, eta: 1 day, 21:11:14, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7465, loss_cls: 2.1306, loss: 2.1306, grad_norm: 3.1794 2021-07-11 05:12:19,599 - mmaction - INFO - Epoch [160][80/1879] lr: 3.143e-02, eta: 1 day, 21:10:56, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7301, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.2370 2021-07-11 05:12:36,119 - mmaction - INFO - Epoch [160][100/1879] lr: 3.143e-02, eta: 1 day, 21:10:37, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7199, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.1761 2021-07-11 05:12:52,968 - mmaction - INFO - Epoch [160][120/1879] lr: 3.143e-02, eta: 1 day, 21:10:19, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.2179, loss: 2.2179, grad_norm: 3.1461 2021-07-11 05:13:09,732 - mmaction - INFO - Epoch [160][140/1879] lr: 3.143e-02, eta: 1 day, 21:10:00, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.1254 2021-07-11 05:13:26,569 - mmaction - INFO - Epoch [160][160/1879] lr: 3.143e-02, eta: 1 day, 21:09:42, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7395, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.0639 2021-07-11 05:13:43,414 - mmaction - INFO - Epoch [160][180/1879] lr: 3.143e-02, eta: 1 day, 21:09:23, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7121, loss_cls: 2.2669, loss: 2.2669, grad_norm: 3.2278 2021-07-11 05:14:00,366 - mmaction - INFO - Epoch [160][200/1879] lr: 3.143e-02, eta: 1 day, 21:09:05, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7238, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.1731 2021-07-11 05:14:17,351 - mmaction - INFO - Epoch [160][220/1879] lr: 3.143e-02, eta: 1 day, 21:08:46, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7219, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.1336 2021-07-11 05:14:34,445 - mmaction - INFO - Epoch [160][240/1879] lr: 3.143e-02, eta: 1 day, 21:08:28, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7363, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.1030 2021-07-11 05:14:51,409 - mmaction - INFO - Epoch [160][260/1879] lr: 3.143e-02, eta: 1 day, 21:08:10, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7363, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.1642 2021-07-11 05:15:08,459 - mmaction - INFO - Epoch [160][280/1879] lr: 3.143e-02, eta: 1 day, 21:07:51, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7301, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.1735 2021-07-11 05:15:25,423 - mmaction - INFO - Epoch [160][300/1879] lr: 3.143e-02, eta: 1 day, 21:07:33, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7246, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.1895 2021-07-11 05:15:42,695 - mmaction - INFO - Epoch [160][320/1879] lr: 3.143e-02, eta: 1 day, 21:07:15, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7141, loss_cls: 2.2583, loss: 2.2583, grad_norm: 3.1812 2021-07-11 05:15:59,661 - mmaction - INFO - Epoch [160][340/1879] lr: 3.143e-02, eta: 1 day, 21:06:56, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7293, loss_cls: 2.2263, loss: 2.2263, grad_norm: 3.1332 2021-07-11 05:16:16,788 - mmaction - INFO - Epoch [160][360/1879] lr: 3.143e-02, eta: 1 day, 21:06:38, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7262, loss_cls: 2.3208, loss: 2.3208, grad_norm: 3.1844 2021-07-11 05:16:33,718 - mmaction - INFO - Epoch [160][380/1879] lr: 3.143e-02, eta: 1 day, 21:06:20, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7211, loss_cls: 2.2875, loss: 2.2875, grad_norm: 3.0947 2021-07-11 05:16:50,924 - mmaction - INFO - Epoch [160][400/1879] lr: 3.143e-02, eta: 1 day, 21:06:01, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7285, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.1866 2021-07-11 05:17:08,035 - mmaction - INFO - Epoch [160][420/1879] lr: 3.143e-02, eta: 1 day, 21:05:43, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.1895 2021-07-11 05:17:25,100 - mmaction - INFO - Epoch [160][440/1879] lr: 3.143e-02, eta: 1 day, 21:05:25, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7254, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.1267 2021-07-11 05:17:41,993 - mmaction - INFO - Epoch [160][460/1879] lr: 3.143e-02, eta: 1 day, 21:05:06, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7324, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.1106 2021-07-11 05:17:59,072 - mmaction - INFO - Epoch [160][480/1879] lr: 3.143e-02, eta: 1 day, 21:04:48, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.1471 2021-07-11 05:18:16,190 - mmaction - INFO - Epoch [160][500/1879] lr: 3.143e-02, eta: 1 day, 21:04:30, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.1117 2021-07-11 05:18:33,303 - mmaction - INFO - Epoch [160][520/1879] lr: 3.143e-02, eta: 1 day, 21:04:11, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7320, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.1031 2021-07-11 05:18:50,237 - mmaction - INFO - Epoch [160][540/1879] lr: 3.143e-02, eta: 1 day, 21:03:53, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7344, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.2601 2021-07-11 05:19:07,488 - mmaction - INFO - Epoch [160][560/1879] lr: 3.143e-02, eta: 1 day, 21:03:35, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2418, loss: 2.2418, grad_norm: 3.2108 2021-07-11 05:19:24,612 - mmaction - INFO - Epoch [160][580/1879] lr: 3.143e-02, eta: 1 day, 21:03:16, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7270, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.2376 2021-07-11 05:19:41,703 - mmaction - INFO - Epoch [160][600/1879] lr: 3.143e-02, eta: 1 day, 21:02:58, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7094, loss_cls: 2.3103, loss: 2.3103, grad_norm: 3.2109 2021-07-11 05:19:58,648 - mmaction - INFO - Epoch [160][620/1879] lr: 3.143e-02, eta: 1 day, 21:02:40, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7168, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.1357 2021-07-11 05:20:15,757 - mmaction - INFO - Epoch [160][640/1879] lr: 3.143e-02, eta: 1 day, 21:02:21, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7328, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.2088 2021-07-11 05:20:32,973 - mmaction - INFO - Epoch [160][660/1879] lr: 3.143e-02, eta: 1 day, 21:02:03, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7285, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.1866 2021-07-11 05:20:49,933 - mmaction - INFO - Epoch [160][680/1879] lr: 3.143e-02, eta: 1 day, 21:01:45, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.1462 2021-07-11 05:21:07,143 - mmaction - INFO - Epoch [160][700/1879] lr: 3.143e-02, eta: 1 day, 21:01:27, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7234, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.1281 2021-07-11 05:21:24,212 - mmaction - INFO - Epoch [160][720/1879] lr: 3.143e-02, eta: 1 day, 21:01:08, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7262, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.1603 2021-07-11 05:21:41,436 - mmaction - INFO - Epoch [160][740/1879] lr: 3.143e-02, eta: 1 day, 21:00:50, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7316, loss_cls: 2.2272, loss: 2.2272, grad_norm: 3.1811 2021-07-11 05:21:58,470 - mmaction - INFO - Epoch [160][760/1879] lr: 3.143e-02, eta: 1 day, 21:00:32, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7105, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.1601 2021-07-11 05:22:15,732 - mmaction - INFO - Epoch [160][780/1879] lr: 3.143e-02, eta: 1 day, 21:00:13, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7254, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.2059 2021-07-11 05:22:32,933 - mmaction - INFO - Epoch [160][800/1879] lr: 3.143e-02, eta: 1 day, 20:59:55, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7176, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.1728 2021-07-11 05:22:49,984 - mmaction - INFO - Epoch [160][820/1879] lr: 3.143e-02, eta: 1 day, 20:59:37, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7219, loss_cls: 2.2413, loss: 2.2413, grad_norm: 3.1328 2021-07-11 05:23:07,021 - mmaction - INFO - Epoch [160][840/1879] lr: 3.143e-02, eta: 1 day, 20:59:18, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.3044, loss: 2.3044, grad_norm: 3.1677 2021-07-11 05:23:23,963 - mmaction - INFO - Epoch [160][860/1879] lr: 3.143e-02, eta: 1 day, 20:59:00, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.1299 2021-07-11 05:23:41,130 - mmaction - INFO - Epoch [160][880/1879] lr: 3.143e-02, eta: 1 day, 20:58:42, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7309, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.1045 2021-07-11 05:23:58,286 - mmaction - INFO - Epoch [160][900/1879] lr: 3.143e-02, eta: 1 day, 20:58:24, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7211, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.0518 2021-07-11 05:24:15,343 - mmaction - INFO - Epoch [160][920/1879] lr: 3.143e-02, eta: 1 day, 20:58:05, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7297, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.1011 2021-07-11 05:24:32,365 - mmaction - INFO - Epoch [160][940/1879] lr: 3.143e-02, eta: 1 day, 20:57:47, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7395, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.0941 2021-07-11 05:24:49,474 - mmaction - INFO - Epoch [160][960/1879] lr: 3.143e-02, eta: 1 day, 20:57:29, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7238, loss_cls: 2.2506, loss: 2.2506, grad_norm: 3.1060 2021-07-11 05:25:06,466 - mmaction - INFO - Epoch [160][980/1879] lr: 3.143e-02, eta: 1 day, 20:57:10, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7355, loss_cls: 2.1972, loss: 2.1972, grad_norm: 3.1126 2021-07-11 05:25:23,579 - mmaction - INFO - Epoch [160][1000/1879] lr: 3.143e-02, eta: 1 day, 20:56:52, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7234, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.1061 2021-07-11 05:25:40,703 - mmaction - INFO - Epoch [160][1020/1879] lr: 3.143e-02, eta: 1 day, 20:56:34, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.1910 2021-07-11 05:25:57,785 - mmaction - INFO - Epoch [160][1040/1879] lr: 3.143e-02, eta: 1 day, 20:56:15, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7207, loss_cls: 2.2741, loss: 2.2741, grad_norm: 3.1971 2021-07-11 05:26:14,893 - mmaction - INFO - Epoch [160][1060/1879] lr: 3.143e-02, eta: 1 day, 20:55:57, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7105, loss_cls: 2.2952, loss: 2.2952, grad_norm: 3.1953 2021-07-11 05:26:32,094 - mmaction - INFO - Epoch [160][1080/1879] lr: 3.143e-02, eta: 1 day, 20:55:39, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.1491 2021-07-11 05:26:49,234 - mmaction - INFO - Epoch [160][1100/1879] lr: 3.143e-02, eta: 1 day, 20:55:20, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7410, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.1531 2021-07-11 05:27:06,340 - mmaction - INFO - Epoch [160][1120/1879] lr: 3.143e-02, eta: 1 day, 20:55:02, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7027, loss_cls: 2.3095, loss: 2.3095, grad_norm: 3.2704 2021-07-11 05:27:23,372 - mmaction - INFO - Epoch [160][1140/1879] lr: 3.143e-02, eta: 1 day, 20:54:44, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7344, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.0937 2021-07-11 05:27:40,504 - mmaction - INFO - Epoch [160][1160/1879] lr: 3.143e-02, eta: 1 day, 20:54:25, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7301, loss_cls: 2.2741, loss: 2.2741, grad_norm: 3.2080 2021-07-11 05:27:57,645 - mmaction - INFO - Epoch [160][1180/1879] lr: 3.143e-02, eta: 1 day, 20:54:07, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7297, loss_cls: 2.2515, loss: 2.2515, grad_norm: 3.1582 2021-07-11 05:28:14,727 - mmaction - INFO - Epoch [160][1200/1879] lr: 3.143e-02, eta: 1 day, 20:53:49, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7281, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.1900 2021-07-11 05:28:31,983 - mmaction - INFO - Epoch [160][1220/1879] lr: 3.143e-02, eta: 1 day, 20:53:31, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3281, loss: 2.3281, grad_norm: 3.2120 2021-07-11 05:28:48,999 - mmaction - INFO - Epoch [160][1240/1879] lr: 3.143e-02, eta: 1 day, 20:53:12, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7160, loss_cls: 2.2548, loss: 2.2548, grad_norm: 3.1905 2021-07-11 05:29:06,194 - mmaction - INFO - Epoch [160][1260/1879] lr: 3.143e-02, eta: 1 day, 20:52:54, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.2418 2021-07-11 05:29:23,175 - mmaction - INFO - Epoch [160][1280/1879] lr: 3.143e-02, eta: 1 day, 20:52:36, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7129, loss_cls: 2.2791, loss: 2.2791, grad_norm: 3.2201 2021-07-11 05:29:40,370 - mmaction - INFO - Epoch [160][1300/1879] lr: 3.143e-02, eta: 1 day, 20:52:17, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7215, loss_cls: 2.2629, loss: 2.2629, grad_norm: 3.1384 2021-07-11 05:29:57,427 - mmaction - INFO - Epoch [160][1320/1879] lr: 3.143e-02, eta: 1 day, 20:51:59, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7164, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.1069 2021-07-11 05:30:14,642 - mmaction - INFO - Epoch [160][1340/1879] lr: 3.143e-02, eta: 1 day, 20:51:41, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7254, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.2383 2021-07-11 05:30:31,653 - mmaction - INFO - Epoch [160][1360/1879] lr: 3.143e-02, eta: 1 day, 20:51:22, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7238, loss_cls: 2.2610, loss: 2.2610, grad_norm: 3.1551 2021-07-11 05:30:48,796 - mmaction - INFO - Epoch [160][1380/1879] lr: 3.143e-02, eta: 1 day, 20:51:04, time: 0.856, data_time: 0.000, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.1379 2021-07-11 05:31:05,992 - mmaction - INFO - Epoch [160][1400/1879] lr: 3.143e-02, eta: 1 day, 20:50:46, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7219, loss_cls: 2.2994, loss: 2.2994, grad_norm: 3.1690 2021-07-11 05:31:23,140 - mmaction - INFO - Epoch [160][1420/1879] lr: 3.143e-02, eta: 1 day, 20:50:28, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.1001 2021-07-11 05:31:40,339 - mmaction - INFO - Epoch [160][1440/1879] lr: 3.143e-02, eta: 1 day, 20:50:09, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.1814 2021-07-11 05:31:57,413 - mmaction - INFO - Epoch [160][1460/1879] lr: 3.143e-02, eta: 1 day, 20:49:51, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2708, loss: 2.2708, grad_norm: 3.1566 2021-07-11 05:32:14,449 - mmaction - INFO - Epoch [160][1480/1879] lr: 3.143e-02, eta: 1 day, 20:49:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7094, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.1396 2021-07-11 05:32:31,581 - mmaction - INFO - Epoch [160][1500/1879] lr: 3.143e-02, eta: 1 day, 20:49:14, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7273, loss_cls: 2.2413, loss: 2.2413, grad_norm: 3.0977 2021-07-11 05:32:48,605 - mmaction - INFO - Epoch [160][1520/1879] lr: 3.143e-02, eta: 1 day, 20:48:56, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.1713 2021-07-11 05:33:05,729 - mmaction - INFO - Epoch [160][1540/1879] lr: 3.143e-02, eta: 1 day, 20:48:38, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.2369 2021-07-11 05:33:22,865 - mmaction - INFO - Epoch [160][1560/1879] lr: 3.143e-02, eta: 1 day, 20:48:20, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6973, loss_cls: 2.3755, loss: 2.3755, grad_norm: 3.1881 2021-07-11 05:33:40,088 - mmaction - INFO - Epoch [160][1580/1879] lr: 3.143e-02, eta: 1 day, 20:48:01, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7176, loss_cls: 2.3016, loss: 2.3016, grad_norm: 3.1319 2021-07-11 05:33:57,295 - mmaction - INFO - Epoch [160][1600/1879] lr: 3.143e-02, eta: 1 day, 20:47:43, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7133, loss_cls: 2.3337, loss: 2.3337, grad_norm: 3.1295 2021-07-11 05:34:14,353 - mmaction - INFO - Epoch [160][1620/1879] lr: 3.143e-02, eta: 1 day, 20:47:25, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7141, loss_cls: 2.3167, loss: 2.3167, grad_norm: 3.1291 2021-07-11 05:34:31,516 - mmaction - INFO - Epoch [160][1640/1879] lr: 3.143e-02, eta: 1 day, 20:47:06, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7262, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.1411 2021-07-11 05:34:48,561 - mmaction - INFO - Epoch [160][1660/1879] lr: 3.143e-02, eta: 1 day, 20:46:48, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7250, loss_cls: 2.2379, loss: 2.2379, grad_norm: 3.1397 2021-07-11 05:35:05,578 - mmaction - INFO - Epoch [160][1680/1879] lr: 3.143e-02, eta: 1 day, 20:46:30, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7039, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.1472 2021-07-11 05:35:22,614 - mmaction - INFO - Epoch [160][1700/1879] lr: 3.143e-02, eta: 1 day, 20:46:11, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7223, loss_cls: 2.2579, loss: 2.2579, grad_norm: 3.1073 2021-07-11 05:35:39,830 - mmaction - INFO - Epoch [160][1720/1879] lr: 3.143e-02, eta: 1 day, 20:45:53, time: 0.858, data_time: 0.011, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7117, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.0982 2021-07-11 05:35:57,067 - mmaction - INFO - Epoch [160][1740/1879] lr: 3.143e-02, eta: 1 day, 20:45:35, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7277, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.0436 2021-07-11 05:36:14,327 - mmaction - INFO - Epoch [160][1760/1879] lr: 3.143e-02, eta: 1 day, 20:45:17, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7250, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.1580 2021-07-11 05:36:31,478 - mmaction - INFO - Epoch [160][1780/1879] lr: 3.143e-02, eta: 1 day, 20:44:58, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7230, loss_cls: 2.2549, loss: 2.2549, grad_norm: 3.2155 2021-07-11 05:36:48,547 - mmaction - INFO - Epoch [160][1800/1879] lr: 3.143e-02, eta: 1 day, 20:44:40, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7238, loss_cls: 2.2709, loss: 2.2709, grad_norm: 3.2713 2021-07-11 05:37:05,624 - mmaction - INFO - Epoch [160][1820/1879] lr: 3.143e-02, eta: 1 day, 20:44:22, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7277, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.0907 2021-07-11 05:37:22,648 - mmaction - INFO - Epoch [160][1840/1879] lr: 3.143e-02, eta: 1 day, 20:44:03, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7270, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.1882 2021-07-11 05:37:39,702 - mmaction - INFO - Epoch [160][1860/1879] lr: 3.143e-02, eta: 1 day, 20:43:45, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7141, loss_cls: 2.2763, loss: 2.2763, grad_norm: 3.2064 2021-07-11 05:38:08,748 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 05:38:08,754 - mmaction - INFO - 106 BN found 2021-07-11 05:42:33,337 - mmaction - INFO - BN stats updated 2021-07-11 05:46:28,547 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-11 05:46:29,357 - mmaction - INFO - top1_acc 0.5745 top5_acc 0.8145 2021-07-11 05:46:29,357 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-11 05:46:29,397 - mmaction - INFO - mean_acc 0.5744 2021-07-11 05:46:31,202 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_160.pth. 2021-07-11 05:46:31,202 - mmaction - INFO - Best top1_acc is 0.5745 at 160 epoch. 2021-07-11 05:46:31,222 - mmaction - INFO - Saving checkpoint at 160 epochs 2021-07-11 05:46:33,279 - mmaction - INFO - Epoch(val) [160][155] top1_acc: 0.5745, top5_acc: 0.8145, mean_class_accuracy: 0.5744 2021-07-11 05:48:00,196 - mmaction - INFO - Epoch [161][20/1879] lr: 3.087e-02, eta: 1 day, 20:43:42, time: 4.343, data_time: 3.419, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7223, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.1745 2021-07-11 05:48:16,758 - mmaction - INFO - Epoch [161][40/1879] lr: 3.087e-02, eta: 1 day, 20:43:23, time: 0.826, data_time: 0.008, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7285, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.2244 2021-07-11 05:48:33,313 - mmaction - INFO - Epoch [161][60/1879] lr: 3.087e-02, eta: 1 day, 20:43:04, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7320, loss_cls: 2.2763, loss: 2.2763, grad_norm: 3.2771 2021-07-11 05:48:49,863 - mmaction - INFO - Epoch [161][80/1879] lr: 3.087e-02, eta: 1 day, 20:42:46, time: 0.829, data_time: 0.007, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.1184 2021-07-11 05:49:06,526 - mmaction - INFO - Epoch [161][100/1879] lr: 3.087e-02, eta: 1 day, 20:42:27, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7145, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.2071 2021-07-11 05:49:23,260 - mmaction - INFO - Epoch [161][120/1879] lr: 3.087e-02, eta: 1 day, 20:42:09, time: 0.833, data_time: 0.006, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7234, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.0982 2021-07-11 05:49:39,855 - mmaction - INFO - Epoch [161][140/1879] lr: 3.087e-02, eta: 1 day, 20:41:50, time: 0.834, data_time: 0.007, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7207, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.2078 2021-07-11 05:49:56,738 - mmaction - INFO - Epoch [161][160/1879] lr: 3.087e-02, eta: 1 day, 20:41:32, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7180, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.2025 2021-07-11 05:50:13,529 - mmaction - INFO - Epoch [161][180/1879] lr: 3.087e-02, eta: 1 day, 20:41:13, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7207, loss_cls: 2.2124, loss: 2.2124, grad_norm: 3.1999 2021-07-11 05:50:30,474 - mmaction - INFO - Epoch [161][200/1879] lr: 3.087e-02, eta: 1 day, 20:40:55, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7289, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.1694 2021-07-11 05:50:47,286 - mmaction - INFO - Epoch [161][220/1879] lr: 3.087e-02, eta: 1 day, 20:40:36, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7285, loss_cls: 2.2344, loss: 2.2344, grad_norm: 3.1915 2021-07-11 05:51:04,356 - mmaction - INFO - Epoch [161][240/1879] lr: 3.087e-02, eta: 1 day, 20:40:18, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7332, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.2014 2021-07-11 05:51:21,182 - mmaction - INFO - Epoch [161][260/1879] lr: 3.087e-02, eta: 1 day, 20:39:59, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7395, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.2184 2021-07-11 05:51:38,405 - mmaction - INFO - Epoch [161][280/1879] lr: 3.087e-02, eta: 1 day, 20:39:41, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7348, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.2679 2021-07-11 05:51:55,366 - mmaction - INFO - Epoch [161][300/1879] lr: 3.087e-02, eta: 1 day, 20:39:23, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7402, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.1772 2021-07-11 05:52:12,358 - mmaction - INFO - Epoch [161][320/1879] lr: 3.087e-02, eta: 1 day, 20:39:04, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7238, loss_cls: 2.2532, loss: 2.2532, grad_norm: 3.1806 2021-07-11 05:52:29,351 - mmaction - INFO - Epoch [161][340/1879] lr: 3.087e-02, eta: 1 day, 20:38:46, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7277, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.1689 2021-07-11 05:52:46,109 - mmaction - INFO - Epoch [161][360/1879] lr: 3.087e-02, eta: 1 day, 20:38:28, time: 0.839, data_time: 0.002, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.1622 2021-07-11 05:53:03,235 - mmaction - INFO - Epoch [161][380/1879] lr: 3.087e-02, eta: 1 day, 20:38:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7402, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.2103 2021-07-11 05:53:20,156 - mmaction - INFO - Epoch [161][400/1879] lr: 3.087e-02, eta: 1 day, 20:37:51, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7254, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.1332 2021-07-11 05:53:36,978 - mmaction - INFO - Epoch [161][420/1879] lr: 3.087e-02, eta: 1 day, 20:37:32, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7398, loss_cls: 2.1316, loss: 2.1316, grad_norm: 3.1169 2021-07-11 05:53:53,840 - mmaction - INFO - Epoch [161][440/1879] lr: 3.087e-02, eta: 1 day, 20:37:14, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7238, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.2331 2021-07-11 05:54:10,791 - mmaction - INFO - Epoch [161][460/1879] lr: 3.087e-02, eta: 1 day, 20:36:55, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.2497 2021-07-11 05:54:27,809 - mmaction - INFO - Epoch [161][480/1879] lr: 3.087e-02, eta: 1 day, 20:36:37, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7160, loss_cls: 2.2767, loss: 2.2767, grad_norm: 3.2280 2021-07-11 05:54:44,955 - mmaction - INFO - Epoch [161][500/1879] lr: 3.087e-02, eta: 1 day, 20:36:19, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7184, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.1524 2021-07-11 05:55:01,815 - mmaction - INFO - Epoch [161][520/1879] lr: 3.087e-02, eta: 1 day, 20:36:00, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7219, loss_cls: 2.2703, loss: 2.2703, grad_norm: 3.2306 2021-07-11 05:55:18,774 - mmaction - INFO - Epoch [161][540/1879] lr: 3.087e-02, eta: 1 day, 20:35:42, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7363, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.2207 2021-07-11 05:55:35,706 - mmaction - INFO - Epoch [161][560/1879] lr: 3.087e-02, eta: 1 day, 20:35:24, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7270, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.1533 2021-07-11 05:55:52,654 - mmaction - INFO - Epoch [161][580/1879] lr: 3.087e-02, eta: 1 day, 20:35:05, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7293, loss_cls: 2.2071, loss: 2.2071, grad_norm: 3.2033 2021-07-11 05:56:09,735 - mmaction - INFO - Epoch [161][600/1879] lr: 3.087e-02, eta: 1 day, 20:34:47, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.1711 2021-07-11 05:56:26,665 - mmaction - INFO - Epoch [161][620/1879] lr: 3.087e-02, eta: 1 day, 20:34:29, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.1462 2021-07-11 05:56:43,886 - mmaction - INFO - Epoch [161][640/1879] lr: 3.087e-02, eta: 1 day, 20:34:10, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.2004 2021-07-11 05:57:01,048 - mmaction - INFO - Epoch [161][660/1879] lr: 3.087e-02, eta: 1 day, 20:33:52, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7211, loss_cls: 2.2864, loss: 2.2864, grad_norm: 3.2073 2021-07-11 05:57:18,051 - mmaction - INFO - Epoch [161][680/1879] lr: 3.087e-02, eta: 1 day, 20:33:34, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7262, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.1416 2021-07-11 05:57:35,255 - mmaction - INFO - Epoch [161][700/1879] lr: 3.087e-02, eta: 1 day, 20:33:15, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7398, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.2264 2021-07-11 05:57:52,303 - mmaction - INFO - Epoch [161][720/1879] lr: 3.087e-02, eta: 1 day, 20:32:57, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4703, top5_acc: 0.6977, loss_cls: 2.3399, loss: 2.3399, grad_norm: 3.2728 2021-07-11 05:58:09,577 - mmaction - INFO - Epoch [161][740/1879] lr: 3.087e-02, eta: 1 day, 20:32:39, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7371, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.1153 2021-07-11 05:58:26,623 - mmaction - INFO - Epoch [161][760/1879] lr: 3.087e-02, eta: 1 day, 20:32:21, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7160, loss_cls: 2.2625, loss: 2.2625, grad_norm: 3.1685 2021-07-11 05:58:43,904 - mmaction - INFO - Epoch [161][780/1879] lr: 3.087e-02, eta: 1 day, 20:32:02, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7266, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.0893 2021-07-11 05:59:00,767 - mmaction - INFO - Epoch [161][800/1879] lr: 3.087e-02, eta: 1 day, 20:31:44, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.1747 2021-07-11 05:59:17,900 - mmaction - INFO - Epoch [161][820/1879] lr: 3.087e-02, eta: 1 day, 20:31:26, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7316, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.2029 2021-07-11 05:59:34,872 - mmaction - INFO - Epoch [161][840/1879] lr: 3.087e-02, eta: 1 day, 20:31:07, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.2114 2021-07-11 05:59:51,874 - mmaction - INFO - Epoch [161][860/1879] lr: 3.087e-02, eta: 1 day, 20:30:49, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7195, loss_cls: 2.2804, loss: 2.2804, grad_norm: 3.3357 2021-07-11 06:00:17,731 - mmaction - INFO - Epoch [161][880/1879] lr: 3.087e-02, eta: 1 day, 20:30:36, time: 1.279, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7238, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.1893 2021-07-11 06:00:34,589 - mmaction - INFO - Epoch [161][900/1879] lr: 3.087e-02, eta: 1 day, 20:30:17, time: 0.858, data_time: 0.024, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7242, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.2304 2021-07-11 06:00:51,595 - mmaction - INFO - Epoch [161][920/1879] lr: 3.087e-02, eta: 1 day, 20:29:59, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.2466, loss: 2.2466, grad_norm: 3.1778 2021-07-11 06:01:08,606 - mmaction - INFO - Epoch [161][940/1879] lr: 3.087e-02, eta: 1 day, 20:29:41, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7172, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.1631 2021-07-11 06:01:25,808 - mmaction - INFO - Epoch [161][960/1879] lr: 3.087e-02, eta: 1 day, 20:29:22, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7258, loss_cls: 2.2423, loss: 2.2423, grad_norm: 3.1924 2021-07-11 06:01:42,877 - mmaction - INFO - Epoch [161][980/1879] lr: 3.087e-02, eta: 1 day, 20:29:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7160, loss_cls: 2.3087, loss: 2.3087, grad_norm: 3.3188 2021-07-11 06:01:59,931 - mmaction - INFO - Epoch [161][1000/1879] lr: 3.087e-02, eta: 1 day, 20:28:46, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7141, loss_cls: 2.2784, loss: 2.2784, grad_norm: 3.1533 2021-07-11 06:02:16,875 - mmaction - INFO - Epoch [161][1020/1879] lr: 3.087e-02, eta: 1 day, 20:28:27, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7184, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.1431 2021-07-11 06:02:33,899 - mmaction - INFO - Epoch [161][1040/1879] lr: 3.087e-02, eta: 1 day, 20:28:09, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.2171 2021-07-11 06:02:50,855 - mmaction - INFO - Epoch [161][1060/1879] lr: 3.087e-02, eta: 1 day, 20:27:51, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7129, loss_cls: 2.2886, loss: 2.2886, grad_norm: 3.1890 2021-07-11 06:03:07,876 - mmaction - INFO - Epoch [161][1080/1879] lr: 3.087e-02, eta: 1 day, 20:27:32, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2375, loss: 2.2375, grad_norm: 3.2124 2021-07-11 06:03:24,713 - mmaction - INFO - Epoch [161][1100/1879] lr: 3.087e-02, eta: 1 day, 20:27:14, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.1926 2021-07-11 06:03:41,686 - mmaction - INFO - Epoch [161][1120/1879] lr: 3.087e-02, eta: 1 day, 20:26:55, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7188, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.2188 2021-07-11 06:03:58,628 - mmaction - INFO - Epoch [161][1140/1879] lr: 3.087e-02, eta: 1 day, 20:26:37, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.1279 2021-07-11 06:04:15,550 - mmaction - INFO - Epoch [161][1160/1879] lr: 3.087e-02, eta: 1 day, 20:26:19, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7262, loss_cls: 2.2367, loss: 2.2367, grad_norm: 3.1985 2021-07-11 06:04:32,489 - mmaction - INFO - Epoch [161][1180/1879] lr: 3.087e-02, eta: 1 day, 20:26:00, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.1998 2021-07-11 06:04:49,560 - mmaction - INFO - Epoch [161][1200/1879] lr: 3.087e-02, eta: 1 day, 20:25:42, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.3127, loss: 2.3127, grad_norm: 3.2028 2021-07-11 06:05:06,608 - mmaction - INFO - Epoch [161][1220/1879] lr: 3.087e-02, eta: 1 day, 20:25:24, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7230, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.1806 2021-07-11 06:05:23,656 - mmaction - INFO - Epoch [161][1240/1879] lr: 3.087e-02, eta: 1 day, 20:25:05, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7309, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.1011 2021-07-11 06:05:40,878 - mmaction - INFO - Epoch [161][1260/1879] lr: 3.087e-02, eta: 1 day, 20:24:47, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7219, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.2218 2021-07-11 06:05:57,890 - mmaction - INFO - Epoch [161][1280/1879] lr: 3.087e-02, eta: 1 day, 20:24:29, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7254, loss_cls: 2.2678, loss: 2.2678, grad_norm: 3.2863 2021-07-11 06:06:15,020 - mmaction - INFO - Epoch [161][1300/1879] lr: 3.087e-02, eta: 1 day, 20:24:10, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7148, loss_cls: 2.3052, loss: 2.3052, grad_norm: 3.2292 2021-07-11 06:06:32,057 - mmaction - INFO - Epoch [161][1320/1879] lr: 3.087e-02, eta: 1 day, 20:23:52, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7215, loss_cls: 2.2735, loss: 2.2735, grad_norm: 3.1370 2021-07-11 06:06:49,148 - mmaction - INFO - Epoch [161][1340/1879] lr: 3.087e-02, eta: 1 day, 20:23:34, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2953, loss: 2.2953, grad_norm: 3.1992 2021-07-11 06:07:06,105 - mmaction - INFO - Epoch [161][1360/1879] lr: 3.087e-02, eta: 1 day, 20:23:15, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7262, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.1452 2021-07-11 06:07:23,166 - mmaction - INFO - Epoch [161][1380/1879] lr: 3.087e-02, eta: 1 day, 20:22:57, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7184, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.2317 2021-07-11 06:07:40,288 - mmaction - INFO - Epoch [161][1400/1879] lr: 3.087e-02, eta: 1 day, 20:22:39, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7242, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.2392 2021-07-11 06:07:57,317 - mmaction - INFO - Epoch [161][1420/1879] lr: 3.087e-02, eta: 1 day, 20:22:20, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7191, loss_cls: 2.2504, loss: 2.2504, grad_norm: 3.2084 2021-07-11 06:08:14,371 - mmaction - INFO - Epoch [161][1440/1879] lr: 3.087e-02, eta: 1 day, 20:22:02, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7277, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.1315 2021-07-11 06:08:31,304 - mmaction - INFO - Epoch [161][1460/1879] lr: 3.087e-02, eta: 1 day, 20:21:44, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7344, loss_cls: 2.2295, loss: 2.2295, grad_norm: 3.2600 2021-07-11 06:08:48,317 - mmaction - INFO - Epoch [161][1480/1879] lr: 3.087e-02, eta: 1 day, 20:21:25, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.1660 2021-07-11 06:09:05,450 - mmaction - INFO - Epoch [161][1500/1879] lr: 3.087e-02, eta: 1 day, 20:21:07, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7258, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.2557 2021-07-11 06:09:22,370 - mmaction - INFO - Epoch [161][1520/1879] lr: 3.087e-02, eta: 1 day, 20:20:49, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7176, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.1738 2021-07-11 06:09:39,302 - mmaction - INFO - Epoch [161][1540/1879] lr: 3.087e-02, eta: 1 day, 20:20:30, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7164, loss_cls: 2.2709, loss: 2.2709, grad_norm: 3.1807 2021-07-11 06:09:56,362 - mmaction - INFO - Epoch [161][1560/1879] lr: 3.087e-02, eta: 1 day, 20:20:12, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7148, loss_cls: 2.2892, loss: 2.2892, grad_norm: 3.1868 2021-07-11 06:10:13,476 - mmaction - INFO - Epoch [161][1580/1879] lr: 3.087e-02, eta: 1 day, 20:19:54, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.1352 2021-07-11 06:10:30,542 - mmaction - INFO - Epoch [161][1600/1879] lr: 3.087e-02, eta: 1 day, 20:19:35, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7262, loss_cls: 2.2483, loss: 2.2483, grad_norm: 3.1968 2021-07-11 06:10:47,470 - mmaction - INFO - Epoch [161][1620/1879] lr: 3.087e-02, eta: 1 day, 20:19:17, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7152, loss_cls: 2.3017, loss: 2.3017, grad_norm: 3.2654 2021-07-11 06:11:04,574 - mmaction - INFO - Epoch [161][1640/1879] lr: 3.087e-02, eta: 1 day, 20:18:59, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.2151 2021-07-11 06:11:21,547 - mmaction - INFO - Epoch [161][1660/1879] lr: 3.087e-02, eta: 1 day, 20:18:40, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.1581 2021-07-11 06:11:38,569 - mmaction - INFO - Epoch [161][1680/1879] lr: 3.087e-02, eta: 1 day, 20:18:22, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7145, loss_cls: 2.2809, loss: 2.2809, grad_norm: 3.2220 2021-07-11 06:11:55,517 - mmaction - INFO - Epoch [161][1700/1879] lr: 3.087e-02, eta: 1 day, 20:18:04, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7320, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.1635 2021-07-11 06:12:12,386 - mmaction - INFO - Epoch [161][1720/1879] lr: 3.087e-02, eta: 1 day, 20:17:45, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2966, loss: 2.2966, grad_norm: 3.1683 2021-07-11 06:12:29,315 - mmaction - INFO - Epoch [161][1740/1879] lr: 3.087e-02, eta: 1 day, 20:17:27, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7328, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.2472 2021-07-11 06:12:46,271 - mmaction - INFO - Epoch [161][1760/1879] lr: 3.087e-02, eta: 1 day, 20:17:08, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7285, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.1637 2021-07-11 06:13:03,278 - mmaction - INFO - Epoch [161][1780/1879] lr: 3.087e-02, eta: 1 day, 20:16:50, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7133, loss_cls: 2.3424, loss: 2.3424, grad_norm: 3.2158 2021-07-11 06:13:20,215 - mmaction - INFO - Epoch [161][1800/1879] lr: 3.087e-02, eta: 1 day, 20:16:32, time: 0.850, data_time: 0.009, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7270, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.1532 2021-07-11 06:13:37,370 - mmaction - INFO - Epoch [161][1820/1879] lr: 3.087e-02, eta: 1 day, 20:16:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7285, loss_cls: 2.2588, loss: 2.2588, grad_norm: 3.2193 2021-07-11 06:13:54,232 - mmaction - INFO - Epoch [161][1840/1879] lr: 3.087e-02, eta: 1 day, 20:15:55, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7156, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.1960 2021-07-11 06:14:11,202 - mmaction - INFO - Epoch [161][1860/1879] lr: 3.087e-02, eta: 1 day, 20:15:37, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.6965, loss_cls: 2.3552, loss: 2.3552, grad_norm: 3.1962 2021-07-11 06:14:45,365 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 06:14:45,369 - mmaction - INFO - 106 BN found 2021-07-11 06:19:16,730 - mmaction - INFO - BN stats updated 2021-07-11 06:21:43,091 - mmaction - INFO - Epoch [162][20/1879] lr: 3.030e-02, eta: 1 day, 20:16:06, time: 7.215, data_time: 6.339, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2421, loss: 2.2421, grad_norm: 3.3312 2021-07-11 06:21:59,656 - mmaction - INFO - Epoch [162][40/1879] lr: 3.030e-02, eta: 1 day, 20:15:48, time: 0.826, data_time: 0.008, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7371, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.1031 2021-07-11 06:22:16,084 - mmaction - INFO - Epoch [162][60/1879] lr: 3.030e-02, eta: 1 day, 20:15:29, time: 0.824, data_time: 0.004, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.2073 2021-07-11 06:22:32,678 - mmaction - INFO - Epoch [162][80/1879] lr: 3.030e-02, eta: 1 day, 20:15:10, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7316, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.1706 2021-07-11 06:22:49,255 - mmaction - INFO - Epoch [162][100/1879] lr: 3.030e-02, eta: 1 day, 20:14:52, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2961, loss: 2.2961, grad_norm: 3.2418 2021-07-11 06:23:05,851 - mmaction - INFO - Epoch [162][120/1879] lr: 3.030e-02, eta: 1 day, 20:14:33, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7277, loss_cls: 2.2511, loss: 2.2511, grad_norm: 3.1736 2021-07-11 06:23:22,436 - mmaction - INFO - Epoch [162][140/1879] lr: 3.030e-02, eta: 1 day, 20:14:15, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7211, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.1980 2021-07-11 06:23:39,236 - mmaction - INFO - Epoch [162][160/1879] lr: 3.030e-02, eta: 1 day, 20:13:56, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7371, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.1323 2021-07-11 06:23:55,972 - mmaction - INFO - Epoch [162][180/1879] lr: 3.030e-02, eta: 1 day, 20:13:38, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7285, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.2237 2021-07-11 06:24:12,852 - mmaction - INFO - Epoch [162][200/1879] lr: 3.030e-02, eta: 1 day, 20:13:19, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7254, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.1577 2021-07-11 06:24:29,729 - mmaction - INFO - Epoch [162][220/1879] lr: 3.030e-02, eta: 1 day, 20:13:01, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7410, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.1393 2021-07-11 06:24:46,667 - mmaction - INFO - Epoch [162][240/1879] lr: 3.030e-02, eta: 1 day, 20:12:42, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7328, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.2758 2021-07-11 06:25:03,732 - mmaction - INFO - Epoch [162][260/1879] lr: 3.030e-02, eta: 1 day, 20:12:24, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7293, loss_cls: 2.2234, loss: 2.2234, grad_norm: 3.2169 2021-07-11 06:25:20,517 - mmaction - INFO - Epoch [162][280/1879] lr: 3.030e-02, eta: 1 day, 20:12:06, time: 0.840, data_time: 0.002, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7371, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.2896 2021-07-11 06:25:37,516 - mmaction - INFO - Epoch [162][300/1879] lr: 3.030e-02, eta: 1 day, 20:11:47, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7160, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.2395 2021-07-11 06:25:54,519 - mmaction - INFO - Epoch [162][320/1879] lr: 3.030e-02, eta: 1 day, 20:11:29, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.2384 2021-07-11 06:26:11,461 - mmaction - INFO - Epoch [162][340/1879] lr: 3.030e-02, eta: 1 day, 20:11:10, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.2335 2021-07-11 06:26:28,511 - mmaction - INFO - Epoch [162][360/1879] lr: 3.030e-02, eta: 1 day, 20:10:52, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7273, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.2239 2021-07-11 06:26:45,433 - mmaction - INFO - Epoch [162][380/1879] lr: 3.030e-02, eta: 1 day, 20:10:34, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7195, loss_cls: 2.2686, loss: 2.2686, grad_norm: 3.2206 2021-07-11 06:27:02,418 - mmaction - INFO - Epoch [162][400/1879] lr: 3.030e-02, eta: 1 day, 20:10:15, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7238, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.1869 2021-07-11 06:27:19,350 - mmaction - INFO - Epoch [162][420/1879] lr: 3.030e-02, eta: 1 day, 20:09:57, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7191, loss_cls: 2.2283, loss: 2.2283, grad_norm: 3.2098 2021-07-11 06:27:36,471 - mmaction - INFO - Epoch [162][440/1879] lr: 3.030e-02, eta: 1 day, 20:09:39, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7375, loss_cls: 2.1801, loss: 2.1801, grad_norm: 3.2670 2021-07-11 06:27:53,511 - mmaction - INFO - Epoch [162][460/1879] lr: 3.030e-02, eta: 1 day, 20:09:20, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7289, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.2547 2021-07-11 06:28:10,693 - mmaction - INFO - Epoch [162][480/1879] lr: 3.030e-02, eta: 1 day, 20:09:02, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7348, loss_cls: 2.1816, loss: 2.1816, grad_norm: 3.1549 2021-07-11 06:28:27,868 - mmaction - INFO - Epoch [162][500/1879] lr: 3.030e-02, eta: 1 day, 20:08:44, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7273, loss_cls: 2.2082, loss: 2.2082, grad_norm: 3.2301 2021-07-11 06:28:44,919 - mmaction - INFO - Epoch [162][520/1879] lr: 3.030e-02, eta: 1 day, 20:08:25, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2815, loss: 2.2815, grad_norm: 3.2584 2021-07-11 06:29:02,056 - mmaction - INFO - Epoch [162][540/1879] lr: 3.030e-02, eta: 1 day, 20:08:07, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.2130 2021-07-11 06:29:19,186 - mmaction - INFO - Epoch [162][560/1879] lr: 3.030e-02, eta: 1 day, 20:07:49, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7184, loss_cls: 2.2844, loss: 2.2844, grad_norm: 3.1764 2021-07-11 06:29:36,249 - mmaction - INFO - Epoch [162][580/1879] lr: 3.030e-02, eta: 1 day, 20:07:31, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7391, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.2175 2021-07-11 06:29:53,525 - mmaction - INFO - Epoch [162][600/1879] lr: 3.030e-02, eta: 1 day, 20:07:12, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.2706 2021-07-11 06:30:10,592 - mmaction - INFO - Epoch [162][620/1879] lr: 3.030e-02, eta: 1 day, 20:06:54, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7293, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.2119 2021-07-11 06:30:27,656 - mmaction - INFO - Epoch [162][640/1879] lr: 3.030e-02, eta: 1 day, 20:06:36, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7309, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.2483 2021-07-11 06:30:44,843 - mmaction - INFO - Epoch [162][660/1879] lr: 3.030e-02, eta: 1 day, 20:06:17, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7215, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.1892 2021-07-11 06:31:02,035 - mmaction - INFO - Epoch [162][680/1879] lr: 3.030e-02, eta: 1 day, 20:05:59, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7090, loss_cls: 2.3106, loss: 2.3106, grad_norm: 3.3325 2021-07-11 06:31:19,186 - mmaction - INFO - Epoch [162][700/1879] lr: 3.030e-02, eta: 1 day, 20:05:41, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7293, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.2678 2021-07-11 06:31:36,293 - mmaction - INFO - Epoch [162][720/1879] lr: 3.030e-02, eta: 1 day, 20:05:23, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4742, top5_acc: 0.6980, loss_cls: 2.3309, loss: 2.3309, grad_norm: 3.2494 2021-07-11 06:31:53,404 - mmaction - INFO - Epoch [162][740/1879] lr: 3.030e-02, eta: 1 day, 20:05:04, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7426, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.0846 2021-07-11 06:32:10,777 - mmaction - INFO - Epoch [162][760/1879] lr: 3.030e-02, eta: 1 day, 20:04:46, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7391, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.2250 2021-07-11 06:32:27,914 - mmaction - INFO - Epoch [162][780/1879] lr: 3.030e-02, eta: 1 day, 20:04:28, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7297, loss_cls: 2.2256, loss: 2.2256, grad_norm: 3.2163 2021-07-11 06:32:44,957 - mmaction - INFO - Epoch [162][800/1879] lr: 3.030e-02, eta: 1 day, 20:04:10, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7406, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.1226 2021-07-11 06:33:02,044 - mmaction - INFO - Epoch [162][820/1879] lr: 3.030e-02, eta: 1 day, 20:03:51, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7250, loss_cls: 2.2741, loss: 2.2741, grad_norm: 3.1630 2021-07-11 06:33:19,253 - mmaction - INFO - Epoch [162][840/1879] lr: 3.030e-02, eta: 1 day, 20:03:33, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7285, loss_cls: 2.2728, loss: 2.2728, grad_norm: 3.1991 2021-07-11 06:33:36,458 - mmaction - INFO - Epoch [162][860/1879] lr: 3.030e-02, eta: 1 day, 20:03:15, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7398, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.1800 2021-07-11 06:33:53,632 - mmaction - INFO - Epoch [162][880/1879] lr: 3.030e-02, eta: 1 day, 20:02:57, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7223, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.3140 2021-07-11 06:34:10,850 - mmaction - INFO - Epoch [162][900/1879] lr: 3.030e-02, eta: 1 day, 20:02:38, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7340, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.0685 2021-07-11 06:34:28,072 - mmaction - INFO - Epoch [162][920/1879] lr: 3.030e-02, eta: 1 day, 20:02:20, time: 0.865, data_time: 0.010, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7281, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.2200 2021-07-11 06:34:45,344 - mmaction - INFO - Epoch [162][940/1879] lr: 3.030e-02, eta: 1 day, 20:02:02, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7184, loss_cls: 2.2572, loss: 2.2572, grad_norm: 3.1527 2021-07-11 06:35:02,439 - mmaction - INFO - Epoch [162][960/1879] lr: 3.030e-02, eta: 1 day, 20:01:44, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7191, loss_cls: 2.2599, loss: 2.2599, grad_norm: 3.1757 2021-07-11 06:35:19,536 - mmaction - INFO - Epoch [162][980/1879] lr: 3.030e-02, eta: 1 day, 20:01:25, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.1995 2021-07-11 06:35:36,698 - mmaction - INFO - Epoch [162][1000/1879] lr: 3.030e-02, eta: 1 day, 20:01:07, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7180, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.2766 2021-07-11 06:35:53,887 - mmaction - INFO - Epoch [162][1020/1879] lr: 3.030e-02, eta: 1 day, 20:00:49, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7109, loss_cls: 2.2482, loss: 2.2482, grad_norm: 3.2677 2021-07-11 06:36:11,111 - mmaction - INFO - Epoch [162][1040/1879] lr: 3.030e-02, eta: 1 day, 20:00:31, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7332, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.2755 2021-07-11 06:36:28,323 - mmaction - INFO - Epoch [162][1060/1879] lr: 3.030e-02, eta: 1 day, 20:00:12, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7262, loss_cls: 2.2588, loss: 2.2588, grad_norm: 3.2725 2021-07-11 06:36:45,694 - mmaction - INFO - Epoch [162][1080/1879] lr: 3.030e-02, eta: 1 day, 19:59:54, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7270, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.2217 2021-07-11 06:37:02,890 - mmaction - INFO - Epoch [162][1100/1879] lr: 3.030e-02, eta: 1 day, 19:59:36, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7176, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.2388 2021-07-11 06:37:20,262 - mmaction - INFO - Epoch [162][1120/1879] lr: 3.030e-02, eta: 1 day, 19:59:18, time: 0.867, data_time: 0.007, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7301, loss_cls: 2.2048, loss: 2.2048, grad_norm: 3.1865 2021-07-11 06:37:37,272 - mmaction - INFO - Epoch [162][1140/1879] lr: 3.030e-02, eta: 1 day, 19:59:00, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7441, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.1759 2021-07-11 06:37:54,430 - mmaction - INFO - Epoch [162][1160/1879] lr: 3.030e-02, eta: 1 day, 19:58:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.2008 2021-07-11 06:38:11,771 - mmaction - INFO - Epoch [162][1180/1879] lr: 3.030e-02, eta: 1 day, 19:58:23, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7309, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.1742 2021-07-11 06:38:28,853 - mmaction - INFO - Epoch [162][1200/1879] lr: 3.030e-02, eta: 1 day, 19:58:05, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7297, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.2473 2021-07-11 06:38:45,987 - mmaction - INFO - Epoch [162][1220/1879] lr: 3.030e-02, eta: 1 day, 19:57:47, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.2230 2021-07-11 06:39:03,252 - mmaction - INFO - Epoch [162][1240/1879] lr: 3.030e-02, eta: 1 day, 19:57:28, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7254, loss_cls: 2.2309, loss: 2.2309, grad_norm: 3.2095 2021-07-11 06:39:20,303 - mmaction - INFO - Epoch [162][1260/1879] lr: 3.030e-02, eta: 1 day, 19:57:10, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7363, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.1663 2021-07-11 06:39:37,639 - mmaction - INFO - Epoch [162][1280/1879] lr: 3.030e-02, eta: 1 day, 19:56:52, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7316, loss_cls: 2.2400, loss: 2.2400, grad_norm: 3.3023 2021-07-11 06:39:54,705 - mmaction - INFO - Epoch [162][1300/1879] lr: 3.030e-02, eta: 1 day, 19:56:34, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7129, loss_cls: 2.2940, loss: 2.2940, grad_norm: 3.2534 2021-07-11 06:40:12,081 - mmaction - INFO - Epoch [162][1320/1879] lr: 3.030e-02, eta: 1 day, 19:56:15, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7098, loss_cls: 2.3184, loss: 2.3184, grad_norm: 3.2652 2021-07-11 06:40:29,115 - mmaction - INFO - Epoch [162][1340/1879] lr: 3.030e-02, eta: 1 day, 19:55:57, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7016, loss_cls: 2.3411, loss: 2.3411, grad_norm: 3.1734 2021-07-11 06:40:46,316 - mmaction - INFO - Epoch [162][1360/1879] lr: 3.030e-02, eta: 1 day, 19:55:39, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2884, loss: 2.2884, grad_norm: 3.2133 2021-07-11 06:41:03,495 - mmaction - INFO - Epoch [162][1380/1879] lr: 3.030e-02, eta: 1 day, 19:55:21, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7320, loss_cls: 2.2134, loss: 2.2134, grad_norm: 3.1863 2021-07-11 06:41:20,684 - mmaction - INFO - Epoch [162][1400/1879] lr: 3.030e-02, eta: 1 day, 19:55:02, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.1833, loss: 2.1833, grad_norm: 3.1336 2021-07-11 06:41:37,876 - mmaction - INFO - Epoch [162][1420/1879] lr: 3.030e-02, eta: 1 day, 19:54:44, time: 0.861, data_time: 0.008, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7254, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.2573 2021-07-11 06:41:55,126 - mmaction - INFO - Epoch [162][1440/1879] lr: 3.030e-02, eta: 1 day, 19:54:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7180, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.2134 2021-07-11 06:42:12,169 - mmaction - INFO - Epoch [162][1460/1879] lr: 3.030e-02, eta: 1 day, 19:54:08, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7250, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.1476 2021-07-11 06:42:29,296 - mmaction - INFO - Epoch [162][1480/1879] lr: 3.030e-02, eta: 1 day, 19:53:49, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7184, loss_cls: 2.2878, loss: 2.2878, grad_norm: 3.1980 2021-07-11 06:42:46,328 - mmaction - INFO - Epoch [162][1500/1879] lr: 3.030e-02, eta: 1 day, 19:53:31, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7180, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.1671 2021-07-11 06:43:03,470 - mmaction - INFO - Epoch [162][1520/1879] lr: 3.030e-02, eta: 1 day, 19:53:13, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7258, loss_cls: 2.2446, loss: 2.2446, grad_norm: 3.1472 2021-07-11 06:43:20,560 - mmaction - INFO - Epoch [162][1540/1879] lr: 3.030e-02, eta: 1 day, 19:52:54, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7055, loss_cls: 2.3470, loss: 2.3470, grad_norm: 3.2997 2021-07-11 06:43:37,805 - mmaction - INFO - Epoch [162][1560/1879] lr: 3.030e-02, eta: 1 day, 19:52:36, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7223, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.2462 2021-07-11 06:43:54,920 - mmaction - INFO - Epoch [162][1580/1879] lr: 3.030e-02, eta: 1 day, 19:52:18, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.2007 2021-07-11 06:44:12,082 - mmaction - INFO - Epoch [162][1600/1879] lr: 3.030e-02, eta: 1 day, 19:52:00, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7277, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.1963 2021-07-11 06:44:29,316 - mmaction - INFO - Epoch [162][1620/1879] lr: 3.030e-02, eta: 1 day, 19:51:41, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2698, loss: 2.2698, grad_norm: 3.2146 2021-07-11 06:44:46,352 - mmaction - INFO - Epoch [162][1640/1879] lr: 3.030e-02, eta: 1 day, 19:51:23, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7277, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.1422 2021-07-11 06:45:03,512 - mmaction - INFO - Epoch [162][1660/1879] lr: 3.030e-02, eta: 1 day, 19:51:05, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7293, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.1518 2021-07-11 06:45:20,719 - mmaction - INFO - Epoch [162][1680/1879] lr: 3.030e-02, eta: 1 day, 19:50:47, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1897, loss: 2.1897, grad_norm: 3.2158 2021-07-11 06:45:37,953 - mmaction - INFO - Epoch [162][1700/1879] lr: 3.030e-02, eta: 1 day, 19:50:28, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5129, top5_acc: 0.7246, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.2032 2021-07-11 06:45:54,960 - mmaction - INFO - Epoch [162][1720/1879] lr: 3.030e-02, eta: 1 day, 19:50:10, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7207, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.1933 2021-07-11 06:46:12,142 - mmaction - INFO - Epoch [162][1740/1879] lr: 3.030e-02, eta: 1 day, 19:49:52, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7180, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.2048 2021-07-11 06:46:29,208 - mmaction - INFO - Epoch [162][1760/1879] lr: 3.030e-02, eta: 1 day, 19:49:34, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7242, loss_cls: 2.2387, loss: 2.2387, grad_norm: 3.1746 2021-07-11 06:46:46,294 - mmaction - INFO - Epoch [162][1780/1879] lr: 3.030e-02, eta: 1 day, 19:49:15, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7133, loss_cls: 2.3265, loss: 2.3265, grad_norm: 3.2153 2021-07-11 06:47:03,349 - mmaction - INFO - Epoch [162][1800/1879] lr: 3.030e-02, eta: 1 day, 19:48:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7266, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.1538 2021-07-11 06:47:20,596 - mmaction - INFO - Epoch [162][1820/1879] lr: 3.030e-02, eta: 1 day, 19:48:39, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7262, loss_cls: 2.2704, loss: 2.2704, grad_norm: 3.2566 2021-07-11 06:47:37,714 - mmaction - INFO - Epoch [162][1840/1879] lr: 3.030e-02, eta: 1 day, 19:48:20, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7238, loss_cls: 2.2755, loss: 2.2755, grad_norm: 3.2412 2021-07-11 06:47:54,980 - mmaction - INFO - Epoch [162][1860/1879] lr: 3.030e-02, eta: 1 day, 19:48:02, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7301, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.2032 2021-07-11 06:48:24,470 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 06:48:24,474 - mmaction - INFO - 106 BN found 2021-07-11 06:53:02,345 - mmaction - INFO - BN stats updated 2021-07-11 06:55:07,043 - mmaction - INFO - Epoch [163][20/1879] lr: 2.974e-02, eta: 1 day, 19:48:18, time: 6.132, data_time: 5.105, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7379, loss_cls: 2.2345, loss: 2.2345, grad_norm: 3.1966 2021-07-11 06:55:23,417 - mmaction - INFO - Epoch [163][40/1879] lr: 2.974e-02, eta: 1 day, 19:48:00, time: 0.820, data_time: 0.004, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7535, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.1512 2021-07-11 06:55:39,927 - mmaction - INFO - Epoch [163][60/1879] lr: 2.974e-02, eta: 1 day, 19:47:41, time: 0.824, data_time: 0.005, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7273, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.1675 2021-07-11 06:55:56,524 - mmaction - INFO - Epoch [163][80/1879] lr: 2.974e-02, eta: 1 day, 19:47:22, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7246, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.1786 2021-07-11 06:56:13,105 - mmaction - INFO - Epoch [163][100/1879] lr: 2.974e-02, eta: 1 day, 19:47:04, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7402, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.2125 2021-07-11 06:56:29,933 - mmaction - INFO - Epoch [163][120/1879] lr: 2.974e-02, eta: 1 day, 19:46:45, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7250, loss_cls: 2.2111, loss: 2.2111, grad_norm: 3.2032 2021-07-11 06:56:46,474 - mmaction - INFO - Epoch [163][140/1879] lr: 2.974e-02, eta: 1 day, 19:46:27, time: 0.826, data_time: 0.002, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7242, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.1706 2021-07-11 06:57:03,225 - mmaction - INFO - Epoch [163][160/1879] lr: 2.974e-02, eta: 1 day, 19:46:08, time: 0.837, data_time: 0.007, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7180, loss_cls: 2.2494, loss: 2.2494, grad_norm: 3.1457 2021-07-11 06:57:20,069 - mmaction - INFO - Epoch [163][180/1879] lr: 2.974e-02, eta: 1 day, 19:45:50, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.1357 2021-07-11 06:57:37,062 - mmaction - INFO - Epoch [163][200/1879] lr: 2.974e-02, eta: 1 day, 19:45:31, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.2524 2021-07-11 06:57:53,983 - mmaction - INFO - Epoch [163][220/1879] lr: 2.974e-02, eta: 1 day, 19:45:13, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7344, loss_cls: 2.2029, loss: 2.2029, grad_norm: 3.1848 2021-07-11 06:58:11,018 - mmaction - INFO - Epoch [163][240/1879] lr: 2.974e-02, eta: 1 day, 19:44:55, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7203, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.2535 2021-07-11 06:58:28,060 - mmaction - INFO - Epoch [163][260/1879] lr: 2.974e-02, eta: 1 day, 19:44:36, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7328, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.2365 2021-07-11 06:58:45,084 - mmaction - INFO - Epoch [163][280/1879] lr: 2.974e-02, eta: 1 day, 19:44:18, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.1419 2021-07-11 06:59:02,001 - mmaction - INFO - Epoch [163][300/1879] lr: 2.974e-02, eta: 1 day, 19:44:00, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4742, top5_acc: 0.7262, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.2872 2021-07-11 06:59:19,117 - mmaction - INFO - Epoch [163][320/1879] lr: 2.974e-02, eta: 1 day, 19:43:41, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7164, loss_cls: 2.2650, loss: 2.2650, grad_norm: 3.2231 2021-07-11 06:59:36,147 - mmaction - INFO - Epoch [163][340/1879] lr: 2.974e-02, eta: 1 day, 19:43:23, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.1759 2021-07-11 06:59:53,280 - mmaction - INFO - Epoch [163][360/1879] lr: 2.974e-02, eta: 1 day, 19:43:05, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7238, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.1754 2021-07-11 07:00:10,604 - mmaction - INFO - Epoch [163][380/1879] lr: 2.974e-02, eta: 1 day, 19:42:47, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.5160, top5_acc: 0.7430, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.1875 2021-07-11 07:00:27,658 - mmaction - INFO - Epoch [163][400/1879] lr: 2.974e-02, eta: 1 day, 19:42:28, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7207, loss_cls: 2.2460, loss: 2.2460, grad_norm: 3.1844 2021-07-11 07:00:44,801 - mmaction - INFO - Epoch [163][420/1879] lr: 2.974e-02, eta: 1 day, 19:42:10, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7297, loss_cls: 2.1848, loss: 2.1848, grad_norm: 3.1775 2021-07-11 07:01:01,970 - mmaction - INFO - Epoch [163][440/1879] lr: 2.974e-02, eta: 1 day, 19:41:52, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7484, loss_cls: 2.0902, loss: 2.0902, grad_norm: 3.1801 2021-07-11 07:01:18,999 - mmaction - INFO - Epoch [163][460/1879] lr: 2.974e-02, eta: 1 day, 19:41:33, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7230, loss_cls: 2.2488, loss: 2.2488, grad_norm: 3.2416 2021-07-11 07:01:35,974 - mmaction - INFO - Epoch [163][480/1879] lr: 2.974e-02, eta: 1 day, 19:41:15, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7207, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.2576 2021-07-11 07:01:53,050 - mmaction - INFO - Epoch [163][500/1879] lr: 2.974e-02, eta: 1 day, 19:40:57, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7195, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.2248 2021-07-11 07:02:10,158 - mmaction - INFO - Epoch [163][520/1879] lr: 2.974e-02, eta: 1 day, 19:40:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.2048 2021-07-11 07:02:27,159 - mmaction - INFO - Epoch [163][540/1879] lr: 2.974e-02, eta: 1 day, 19:40:20, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7375, loss_cls: 2.1525, loss: 2.1525, grad_norm: 3.1025 2021-07-11 07:02:44,361 - mmaction - INFO - Epoch [163][560/1879] lr: 2.974e-02, eta: 1 day, 19:40:02, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7117, loss_cls: 2.2863, loss: 2.2863, grad_norm: 3.2640 2021-07-11 07:03:01,468 - mmaction - INFO - Epoch [163][580/1879] lr: 2.974e-02, eta: 1 day, 19:39:44, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.2868 2021-07-11 07:03:18,587 - mmaction - INFO - Epoch [163][600/1879] lr: 2.974e-02, eta: 1 day, 19:39:25, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7324, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.2262 2021-07-11 07:03:35,734 - mmaction - INFO - Epoch [163][620/1879] lr: 2.974e-02, eta: 1 day, 19:39:07, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.2684 2021-07-11 07:03:52,786 - mmaction - INFO - Epoch [163][640/1879] lr: 2.974e-02, eta: 1 day, 19:38:49, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7348, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.2480 2021-07-11 07:04:09,919 - mmaction - INFO - Epoch [163][660/1879] lr: 2.974e-02, eta: 1 day, 19:38:30, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7285, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.2465 2021-07-11 07:04:26,996 - mmaction - INFO - Epoch [163][680/1879] lr: 2.974e-02, eta: 1 day, 19:38:12, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1966, loss: 2.1966, grad_norm: 3.2466 2021-07-11 07:04:44,018 - mmaction - INFO - Epoch [163][700/1879] lr: 2.974e-02, eta: 1 day, 19:37:54, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7266, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.1460 2021-07-11 07:05:01,112 - mmaction - INFO - Epoch [163][720/1879] lr: 2.974e-02, eta: 1 day, 19:37:35, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7332, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.2398 2021-07-11 07:05:18,164 - mmaction - INFO - Epoch [163][740/1879] lr: 2.974e-02, eta: 1 day, 19:37:17, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.2589 2021-07-11 07:05:35,264 - mmaction - INFO - Epoch [163][760/1879] lr: 2.974e-02, eta: 1 day, 19:36:59, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1408, loss: 2.1408, grad_norm: 3.1531 2021-07-11 07:05:52,360 - mmaction - INFO - Epoch [163][780/1879] lr: 2.974e-02, eta: 1 day, 19:36:41, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7367, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.2168 2021-07-11 07:06:09,443 - mmaction - INFO - Epoch [163][800/1879] lr: 2.974e-02, eta: 1 day, 19:36:22, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7293, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.2465 2021-07-11 07:06:26,597 - mmaction - INFO - Epoch [163][820/1879] lr: 2.974e-02, eta: 1 day, 19:36:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7277, loss_cls: 2.2451, loss: 2.2451, grad_norm: 3.2632 2021-07-11 07:06:43,552 - mmaction - INFO - Epoch [163][840/1879] lr: 2.974e-02, eta: 1 day, 19:35:46, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7195, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.2548 2021-07-11 07:07:00,789 - mmaction - INFO - Epoch [163][860/1879] lr: 2.974e-02, eta: 1 day, 19:35:27, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7176, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.1455 2021-07-11 07:07:17,798 - mmaction - INFO - Epoch [163][880/1879] lr: 2.974e-02, eta: 1 day, 19:35:09, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.1928, loss: 2.1928, grad_norm: 3.2362 2021-07-11 07:07:34,981 - mmaction - INFO - Epoch [163][900/1879] lr: 2.974e-02, eta: 1 day, 19:34:51, time: 0.858, data_time: 0.007, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7266, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.1933 2021-07-11 07:07:51,970 - mmaction - INFO - Epoch [163][920/1879] lr: 2.974e-02, eta: 1 day, 19:34:32, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7055, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.2745 2021-07-11 07:08:09,091 - mmaction - INFO - Epoch [163][940/1879] lr: 2.974e-02, eta: 1 day, 19:34:14, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7258, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.2859 2021-07-11 07:08:26,195 - mmaction - INFO - Epoch [163][960/1879] lr: 2.974e-02, eta: 1 day, 19:33:56, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7234, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.2418 2021-07-11 07:08:43,253 - mmaction - INFO - Epoch [163][980/1879] lr: 2.974e-02, eta: 1 day, 19:33:38, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7340, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.1808 2021-07-11 07:09:00,338 - mmaction - INFO - Epoch [163][1000/1879] lr: 2.974e-02, eta: 1 day, 19:33:19, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7184, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.2320 2021-07-11 07:09:17,304 - mmaction - INFO - Epoch [163][1020/1879] lr: 2.974e-02, eta: 1 day, 19:33:01, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7348, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.1711 2021-07-11 07:09:34,591 - mmaction - INFO - Epoch [163][1040/1879] lr: 2.974e-02, eta: 1 day, 19:32:43, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7230, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.1558 2021-07-11 07:09:51,619 - mmaction - INFO - Epoch [163][1060/1879] lr: 2.974e-02, eta: 1 day, 19:32:24, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7277, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.1651 2021-07-11 07:10:08,699 - mmaction - INFO - Epoch [163][1080/1879] lr: 2.974e-02, eta: 1 day, 19:32:06, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7301, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.2648 2021-07-11 07:10:25,911 - mmaction - INFO - Epoch [163][1100/1879] lr: 2.974e-02, eta: 1 day, 19:31:48, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7352, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.2617 2021-07-11 07:10:42,946 - mmaction - INFO - Epoch [163][1120/1879] lr: 2.974e-02, eta: 1 day, 19:31:29, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7195, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.2627 2021-07-11 07:11:00,051 - mmaction - INFO - Epoch [163][1140/1879] lr: 2.974e-02, eta: 1 day, 19:31:11, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7258, loss_cls: 2.2393, loss: 2.2393, grad_norm: 3.2416 2021-07-11 07:11:16,935 - mmaction - INFO - Epoch [163][1160/1879] lr: 2.974e-02, eta: 1 day, 19:30:53, time: 0.843, data_time: 0.008, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7355, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.3068 2021-07-11 07:11:33,954 - mmaction - INFO - Epoch [163][1180/1879] lr: 2.974e-02, eta: 1 day, 19:30:34, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7410, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.2180 2021-07-11 07:11:51,160 - mmaction - INFO - Epoch [163][1200/1879] lr: 2.974e-02, eta: 1 day, 19:30:16, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.2541 2021-07-11 07:12:08,142 - mmaction - INFO - Epoch [163][1220/1879] lr: 2.974e-02, eta: 1 day, 19:29:58, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7246, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.2023 2021-07-11 07:12:25,295 - mmaction - INFO - Epoch [163][1240/1879] lr: 2.974e-02, eta: 1 day, 19:29:40, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7191, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.1469 2021-07-11 07:12:42,401 - mmaction - INFO - Epoch [163][1260/1879] lr: 2.974e-02, eta: 1 day, 19:29:21, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.1835 2021-07-11 07:12:59,433 - mmaction - INFO - Epoch [163][1280/1879] lr: 2.974e-02, eta: 1 day, 19:29:03, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7309, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.2483 2021-07-11 07:13:16,641 - mmaction - INFO - Epoch [163][1300/1879] lr: 2.974e-02, eta: 1 day, 19:28:45, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7273, loss_cls: 2.2625, loss: 2.2625, grad_norm: 3.2583 2021-07-11 07:13:33,761 - mmaction - INFO - Epoch [163][1320/1879] lr: 2.974e-02, eta: 1 day, 19:28:27, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7184, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.2939 2021-07-11 07:13:50,852 - mmaction - INFO - Epoch [163][1340/1879] lr: 2.974e-02, eta: 1 day, 19:28:08, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7164, loss_cls: 2.2920, loss: 2.2920, grad_norm: 3.2333 2021-07-11 07:14:07,789 - mmaction - INFO - Epoch [163][1360/1879] lr: 2.974e-02, eta: 1 day, 19:27:50, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7246, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.2126 2021-07-11 07:14:25,006 - mmaction - INFO - Epoch [163][1380/1879] lr: 2.974e-02, eta: 1 day, 19:27:32, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7402, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.1220 2021-07-11 07:14:41,991 - mmaction - INFO - Epoch [163][1400/1879] lr: 2.974e-02, eta: 1 day, 19:27:13, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7426, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.1606 2021-07-11 07:14:59,066 - mmaction - INFO - Epoch [163][1420/1879] lr: 2.974e-02, eta: 1 day, 19:26:55, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2877, loss: 2.2877, grad_norm: 3.2925 2021-07-11 07:15:16,157 - mmaction - INFO - Epoch [163][1440/1879] lr: 2.974e-02, eta: 1 day, 19:26:37, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7250, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.2577 2021-07-11 07:15:33,184 - mmaction - INFO - Epoch [163][1460/1879] lr: 2.974e-02, eta: 1 day, 19:26:18, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7168, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.3150 2021-07-11 07:15:50,196 - mmaction - INFO - Epoch [163][1480/1879] lr: 2.974e-02, eta: 1 day, 19:26:00, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2463, loss: 2.2463, grad_norm: 3.2140 2021-07-11 07:16:07,263 - mmaction - INFO - Epoch [163][1500/1879] lr: 2.974e-02, eta: 1 day, 19:25:42, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7184, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.2832 2021-07-11 07:16:24,580 - mmaction - INFO - Epoch [163][1520/1879] lr: 2.974e-02, eta: 1 day, 19:25:23, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7277, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.1519 2021-07-11 07:16:41,685 - mmaction - INFO - Epoch [163][1540/1879] lr: 2.974e-02, eta: 1 day, 19:25:05, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7160, loss_cls: 2.2527, loss: 2.2527, grad_norm: 3.1042 2021-07-11 07:16:58,828 - mmaction - INFO - Epoch [163][1560/1879] lr: 2.974e-02, eta: 1 day, 19:24:47, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7281, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.2395 2021-07-11 07:17:15,890 - mmaction - INFO - Epoch [163][1580/1879] lr: 2.974e-02, eta: 1 day, 19:24:29, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.1922 2021-07-11 07:17:33,077 - mmaction - INFO - Epoch [163][1600/1879] lr: 2.974e-02, eta: 1 day, 19:24:10, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4781, top5_acc: 0.7191, loss_cls: 2.2892, loss: 2.2892, grad_norm: 3.2337 2021-07-11 07:17:50,207 - mmaction - INFO - Epoch [163][1620/1879] lr: 2.974e-02, eta: 1 day, 19:23:52, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.1289 2021-07-11 07:18:07,451 - mmaction - INFO - Epoch [163][1640/1879] lr: 2.974e-02, eta: 1 day, 19:23:34, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7160, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.3560 2021-07-11 07:18:24,611 - mmaction - INFO - Epoch [163][1660/1879] lr: 2.974e-02, eta: 1 day, 19:23:16, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.1990 2021-07-11 07:18:41,627 - mmaction - INFO - Epoch [163][1680/1879] lr: 2.974e-02, eta: 1 day, 19:22:57, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7074, loss_cls: 2.2922, loss: 2.2922, grad_norm: 3.2772 2021-07-11 07:18:58,612 - mmaction - INFO - Epoch [163][1700/1879] lr: 2.974e-02, eta: 1 day, 19:22:39, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7148, loss_cls: 2.3412, loss: 2.3412, grad_norm: 3.2991 2021-07-11 07:19:15,588 - mmaction - INFO - Epoch [163][1720/1879] lr: 2.974e-02, eta: 1 day, 19:22:21, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7293, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.1373 2021-07-11 07:19:32,702 - mmaction - INFO - Epoch [163][1740/1879] lr: 2.974e-02, eta: 1 day, 19:22:02, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7418, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.2257 2021-07-11 07:19:49,556 - mmaction - INFO - Epoch [163][1760/1879] lr: 2.974e-02, eta: 1 day, 19:21:44, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7340, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.2074 2021-07-11 07:20:06,740 - mmaction - INFO - Epoch [163][1780/1879] lr: 2.974e-02, eta: 1 day, 19:21:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7074, loss_cls: 2.3110, loss: 2.3110, grad_norm: 3.2687 2021-07-11 07:20:23,699 - mmaction - INFO - Epoch [163][1800/1879] lr: 2.974e-02, eta: 1 day, 19:21:07, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7262, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.1804 2021-07-11 07:20:40,833 - mmaction - INFO - Epoch [163][1820/1879] lr: 2.974e-02, eta: 1 day, 19:20:49, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.2494 2021-07-11 07:20:57,972 - mmaction - INFO - Epoch [163][1840/1879] lr: 2.974e-02, eta: 1 day, 19:20:31, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7215, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.2104 2021-07-11 07:21:14,964 - mmaction - INFO - Epoch [163][1860/1879] lr: 2.974e-02, eta: 1 day, 19:20:12, time: 0.846, data_time: 0.003, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7258, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.1738 2021-07-11 07:21:43,620 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 07:21:43,626 - mmaction - INFO - 106 BN found 2021-07-11 07:26:18,696 - mmaction - INFO - BN stats updated 2021-07-11 07:28:35,187 - mmaction - INFO - Epoch [164][20/1879] lr: 2.918e-02, eta: 1 day, 19:20:34, time: 6.721, data_time: 5.873, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7434, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.1312 2021-07-11 07:28:51,769 - mmaction - INFO - Epoch [164][40/1879] lr: 2.918e-02, eta: 1 day, 19:20:16, time: 0.829, data_time: 0.008, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7258, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.2962 2021-07-11 07:29:08,255 - mmaction - INFO - Epoch [164][60/1879] lr: 2.918e-02, eta: 1 day, 19:19:57, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7391, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.1790 2021-07-11 07:29:24,836 - mmaction - INFO - Epoch [164][80/1879] lr: 2.918e-02, eta: 1 day, 19:19:39, time: 0.829, data_time: 0.004, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7164, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.2708 2021-07-11 07:29:41,392 - mmaction - INFO - Epoch [164][100/1879] lr: 2.918e-02, eta: 1 day, 19:19:20, time: 0.826, data_time: 0.001, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2269, loss: 2.2269, grad_norm: 3.2380 2021-07-11 07:29:58,142 - mmaction - INFO - Epoch [164][120/1879] lr: 2.918e-02, eta: 1 day, 19:19:02, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7379, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.2086 2021-07-11 07:30:14,780 - mmaction - INFO - Epoch [164][140/1879] lr: 2.918e-02, eta: 1 day, 19:18:43, time: 0.833, data_time: 0.003, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7402, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.1980 2021-07-11 07:30:31,726 - mmaction - INFO - Epoch [164][160/1879] lr: 2.918e-02, eta: 1 day, 19:18:25, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7320, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.2421 2021-07-11 07:30:48,576 - mmaction - INFO - Epoch [164][180/1879] lr: 2.918e-02, eta: 1 day, 19:18:06, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7277, loss_cls: 2.2219, loss: 2.2219, grad_norm: 3.2012 2021-07-11 07:31:05,657 - mmaction - INFO - Epoch [164][200/1879] lr: 2.918e-02, eta: 1 day, 19:17:48, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7395, loss_cls: 2.1734, loss: 2.1734, grad_norm: 3.2249 2021-07-11 07:31:22,400 - mmaction - INFO - Epoch [164][220/1879] lr: 2.918e-02, eta: 1 day, 19:17:29, time: 0.839, data_time: 0.003, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7316, loss_cls: 2.2197, loss: 2.2197, grad_norm: 3.1524 2021-07-11 07:31:39,627 - mmaction - INFO - Epoch [164][240/1879] lr: 2.918e-02, eta: 1 day, 19:17:11, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7344, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.2682 2021-07-11 07:31:56,499 - mmaction - INFO - Epoch [164][260/1879] lr: 2.918e-02, eta: 1 day, 19:16:53, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7324, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.3020 2021-07-11 07:32:13,597 - mmaction - INFO - Epoch [164][280/1879] lr: 2.918e-02, eta: 1 day, 19:16:34, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.3006 2021-07-11 07:32:30,656 - mmaction - INFO - Epoch [164][300/1879] lr: 2.918e-02, eta: 1 day, 19:16:16, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7227, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.2664 2021-07-11 07:32:47,671 - mmaction - INFO - Epoch [164][320/1879] lr: 2.918e-02, eta: 1 day, 19:15:58, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7219, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.1953 2021-07-11 07:33:04,709 - mmaction - INFO - Epoch [164][340/1879] lr: 2.918e-02, eta: 1 day, 19:15:39, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7418, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.1978 2021-07-11 07:33:21,720 - mmaction - INFO - Epoch [164][360/1879] lr: 2.918e-02, eta: 1 day, 19:15:21, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7316, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.3008 2021-07-11 07:33:38,946 - mmaction - INFO - Epoch [164][380/1879] lr: 2.918e-02, eta: 1 day, 19:15:03, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7328, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.1429 2021-07-11 07:33:55,884 - mmaction - INFO - Epoch [164][400/1879] lr: 2.918e-02, eta: 1 day, 19:14:45, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7297, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.1942 2021-07-11 07:34:13,056 - mmaction - INFO - Epoch [164][420/1879] lr: 2.918e-02, eta: 1 day, 19:14:26, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7285, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.3081 2021-07-11 07:34:30,027 - mmaction - INFO - Epoch [164][440/1879] lr: 2.918e-02, eta: 1 day, 19:14:08, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7129, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.4246 2021-07-11 07:34:47,144 - mmaction - INFO - Epoch [164][460/1879] lr: 2.918e-02, eta: 1 day, 19:13:50, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.2770 2021-07-11 07:35:04,194 - mmaction - INFO - Epoch [164][480/1879] lr: 2.918e-02, eta: 1 day, 19:13:31, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.3258 2021-07-11 07:35:21,415 - mmaction - INFO - Epoch [164][500/1879] lr: 2.918e-02, eta: 1 day, 19:13:13, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7094, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.2549 2021-07-11 07:35:38,475 - mmaction - INFO - Epoch [164][520/1879] lr: 2.918e-02, eta: 1 day, 19:12:55, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7387, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.2470 2021-07-11 07:35:55,572 - mmaction - INFO - Epoch [164][540/1879] lr: 2.918e-02, eta: 1 day, 19:12:36, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7215, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.1873 2021-07-11 07:36:12,634 - mmaction - INFO - Epoch [164][560/1879] lr: 2.918e-02, eta: 1 day, 19:12:18, time: 0.857, data_time: 0.014, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7258, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.3112 2021-07-11 07:36:29,735 - mmaction - INFO - Epoch [164][580/1879] lr: 2.918e-02, eta: 1 day, 19:12:00, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7211, loss_cls: 2.2385, loss: 2.2385, grad_norm: 3.2663 2021-07-11 07:36:46,663 - mmaction - INFO - Epoch [164][600/1879] lr: 2.918e-02, eta: 1 day, 19:11:41, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7246, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.2686 2021-07-11 07:37:03,848 - mmaction - INFO - Epoch [164][620/1879] lr: 2.918e-02, eta: 1 day, 19:11:23, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.2382 2021-07-11 07:37:20,933 - mmaction - INFO - Epoch [164][640/1879] lr: 2.918e-02, eta: 1 day, 19:11:05, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7328, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.3302 2021-07-11 07:37:38,097 - mmaction - INFO - Epoch [164][660/1879] lr: 2.918e-02, eta: 1 day, 19:10:47, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7406, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.2912 2021-07-11 07:37:54,970 - mmaction - INFO - Epoch [164][680/1879] lr: 2.918e-02, eta: 1 day, 19:10:28, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7480, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.2980 2021-07-11 07:38:12,200 - mmaction - INFO - Epoch [164][700/1879] lr: 2.918e-02, eta: 1 day, 19:10:10, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2629, loss: 2.2629, grad_norm: 3.3085 2021-07-11 07:38:29,036 - mmaction - INFO - Epoch [164][720/1879] lr: 2.918e-02, eta: 1 day, 19:09:52, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.2757 2021-07-11 07:38:46,132 - mmaction - INFO - Epoch [164][740/1879] lr: 2.918e-02, eta: 1 day, 19:09:33, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7230, loss_cls: 2.2566, loss: 2.2566, grad_norm: 3.3255 2021-07-11 07:39:03,190 - mmaction - INFO - Epoch [164][760/1879] lr: 2.918e-02, eta: 1 day, 19:09:15, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7355, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.1323 2021-07-11 07:39:20,301 - mmaction - INFO - Epoch [164][780/1879] lr: 2.918e-02, eta: 1 day, 19:08:57, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7332, loss_cls: 2.1913, loss: 2.1913, grad_norm: 3.2645 2021-07-11 07:39:37,144 - mmaction - INFO - Epoch [164][800/1879] lr: 2.918e-02, eta: 1 day, 19:08:38, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7195, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.2403 2021-07-11 07:39:54,184 - mmaction - INFO - Epoch [164][820/1879] lr: 2.918e-02, eta: 1 day, 19:08:20, time: 0.851, data_time: 0.006, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7125, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.2627 2021-07-11 07:40:11,129 - mmaction - INFO - Epoch [164][840/1879] lr: 2.918e-02, eta: 1 day, 19:08:02, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7332, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.1966 2021-07-11 07:40:28,091 - mmaction - INFO - Epoch [164][860/1879] lr: 2.918e-02, eta: 1 day, 19:07:43, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7191, loss_cls: 2.2453, loss: 2.2453, grad_norm: 3.2405 2021-07-11 07:40:45,172 - mmaction - INFO - Epoch [164][880/1879] lr: 2.918e-02, eta: 1 day, 19:07:25, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7238, loss_cls: 2.2329, loss: 2.2329, grad_norm: 3.2408 2021-07-11 07:41:02,331 - mmaction - INFO - Epoch [164][900/1879] lr: 2.918e-02, eta: 1 day, 19:07:07, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7422, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.2631 2021-07-11 07:41:19,383 - mmaction - INFO - Epoch [164][920/1879] lr: 2.918e-02, eta: 1 day, 19:06:48, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7238, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.3389 2021-07-11 07:41:36,603 - mmaction - INFO - Epoch [164][940/1879] lr: 2.918e-02, eta: 1 day, 19:06:30, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7273, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.2093 2021-07-11 07:41:53,440 - mmaction - INFO - Epoch [164][960/1879] lr: 2.918e-02, eta: 1 day, 19:06:12, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7109, loss_cls: 2.2689, loss: 2.2689, grad_norm: 3.2170 2021-07-11 07:42:10,659 - mmaction - INFO - Epoch [164][980/1879] lr: 2.918e-02, eta: 1 day, 19:05:54, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7422, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.1913 2021-07-11 07:42:27,746 - mmaction - INFO - Epoch [164][1000/1879] lr: 2.918e-02, eta: 1 day, 19:05:35, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2293, loss: 2.2293, grad_norm: 3.2605 2021-07-11 07:42:44,611 - mmaction - INFO - Epoch [164][1020/1879] lr: 2.918e-02, eta: 1 day, 19:05:17, time: 0.843, data_time: 0.002, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7336, loss_cls: 2.2244, loss: 2.2244, grad_norm: 3.2761 2021-07-11 07:43:01,798 - mmaction - INFO - Epoch [164][1040/1879] lr: 2.918e-02, eta: 1 day, 19:04:59, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7215, loss_cls: 2.2429, loss: 2.2429, grad_norm: 3.2215 2021-07-11 07:43:18,948 - mmaction - INFO - Epoch [164][1060/1879] lr: 2.918e-02, eta: 1 day, 19:04:40, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4777, top5_acc: 0.7191, loss_cls: 2.2790, loss: 2.2790, grad_norm: 3.2853 2021-07-11 07:43:35,982 - mmaction - INFO - Epoch [164][1080/1879] lr: 2.918e-02, eta: 1 day, 19:04:22, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7133, loss_cls: 2.2643, loss: 2.2643, grad_norm: 3.2061 2021-07-11 07:43:53,063 - mmaction - INFO - Epoch [164][1100/1879] lr: 2.918e-02, eta: 1 day, 19:04:04, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7223, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.2434 2021-07-11 07:44:10,121 - mmaction - INFO - Epoch [164][1120/1879] lr: 2.918e-02, eta: 1 day, 19:03:45, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7297, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.1945 2021-07-11 07:44:27,179 - mmaction - INFO - Epoch [164][1140/1879] lr: 2.918e-02, eta: 1 day, 19:03:27, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.2503 2021-07-11 07:44:44,234 - mmaction - INFO - Epoch [164][1160/1879] lr: 2.918e-02, eta: 1 day, 19:03:09, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7160, loss_cls: 2.2837, loss: 2.2837, grad_norm: 3.2519 2021-07-11 07:45:01,182 - mmaction - INFO - Epoch [164][1180/1879] lr: 2.918e-02, eta: 1 day, 19:02:50, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.2216 2021-07-11 07:45:18,126 - mmaction - INFO - Epoch [164][1200/1879] lr: 2.918e-02, eta: 1 day, 19:02:32, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7336, loss_cls: 2.1912, loss: 2.1912, grad_norm: 3.2200 2021-07-11 07:45:35,091 - mmaction - INFO - Epoch [164][1220/1879] lr: 2.918e-02, eta: 1 day, 19:02:14, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7277, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.2408 2021-07-11 07:45:52,178 - mmaction - INFO - Epoch [164][1240/1879] lr: 2.918e-02, eta: 1 day, 19:01:55, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7324, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.2141 2021-07-11 07:46:09,095 - mmaction - INFO - Epoch [164][1260/1879] lr: 2.918e-02, eta: 1 day, 19:01:37, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.2677 2021-07-11 07:46:26,166 - mmaction - INFO - Epoch [164][1280/1879] lr: 2.918e-02, eta: 1 day, 19:01:19, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.2459 2021-07-11 07:46:43,177 - mmaction - INFO - Epoch [164][1300/1879] lr: 2.918e-02, eta: 1 day, 19:01:00, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7328, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.2572 2021-07-11 07:47:00,296 - mmaction - INFO - Epoch [164][1320/1879] lr: 2.918e-02, eta: 1 day, 19:00:42, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7352, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.3067 2021-07-11 07:47:17,265 - mmaction - INFO - Epoch [164][1340/1879] lr: 2.918e-02, eta: 1 day, 19:00:24, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7332, loss_cls: 2.2195, loss: 2.2195, grad_norm: 3.2750 2021-07-11 07:47:34,288 - mmaction - INFO - Epoch [164][1360/1879] lr: 2.918e-02, eta: 1 day, 19:00:05, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7133, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.2144 2021-07-11 07:47:51,387 - mmaction - INFO - Epoch [164][1380/1879] lr: 2.918e-02, eta: 1 day, 18:59:47, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7270, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.1973 2021-07-11 07:48:08,664 - mmaction - INFO - Epoch [164][1400/1879] lr: 2.918e-02, eta: 1 day, 18:59:29, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.3057 2021-07-11 07:48:25,576 - mmaction - INFO - Epoch [164][1420/1879] lr: 2.918e-02, eta: 1 day, 18:59:11, time: 0.844, data_time: 0.000, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7223, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.3030 2021-07-11 07:48:42,556 - mmaction - INFO - Epoch [164][1440/1879] lr: 2.918e-02, eta: 1 day, 18:58:52, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7254, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.2577 2021-07-11 07:48:59,584 - mmaction - INFO - Epoch [164][1460/1879] lr: 2.918e-02, eta: 1 day, 18:58:34, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.2695 2021-07-11 07:49:16,674 - mmaction - INFO - Epoch [164][1480/1879] lr: 2.918e-02, eta: 1 day, 18:58:16, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7289, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.2714 2021-07-11 07:49:33,753 - mmaction - INFO - Epoch [164][1500/1879] lr: 2.918e-02, eta: 1 day, 18:57:57, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7387, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.3069 2021-07-11 07:49:50,819 - mmaction - INFO - Epoch [164][1520/1879] lr: 2.918e-02, eta: 1 day, 18:57:39, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2740, loss: 2.2740, grad_norm: 3.2450 2021-07-11 07:50:07,811 - mmaction - INFO - Epoch [164][1540/1879] lr: 2.918e-02, eta: 1 day, 18:57:21, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7348, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.2810 2021-07-11 07:50:24,952 - mmaction - INFO - Epoch [164][1560/1879] lr: 2.918e-02, eta: 1 day, 18:57:02, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7445, loss_cls: 2.1113, loss: 2.1113, grad_norm: 3.2264 2021-07-11 07:50:41,798 - mmaction - INFO - Epoch [164][1580/1879] lr: 2.918e-02, eta: 1 day, 18:56:44, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7340, loss_cls: 2.1815, loss: 2.1815, grad_norm: 3.2851 2021-07-11 07:50:59,021 - mmaction - INFO - Epoch [164][1600/1879] lr: 2.918e-02, eta: 1 day, 18:56:26, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7145, loss_cls: 2.3007, loss: 2.3007, grad_norm: 3.3102 2021-07-11 07:51:15,846 - mmaction - INFO - Epoch [164][1620/1879] lr: 2.918e-02, eta: 1 day, 18:56:07, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7293, loss_cls: 2.1736, loss: 2.1736, grad_norm: 3.1968 2021-07-11 07:51:33,084 - mmaction - INFO - Epoch [164][1640/1879] lr: 2.918e-02, eta: 1 day, 18:55:49, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7137, loss_cls: 2.3039, loss: 2.3039, grad_norm: 3.2733 2021-07-11 07:51:50,022 - mmaction - INFO - Epoch [164][1660/1879] lr: 2.918e-02, eta: 1 day, 18:55:31, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7191, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.2363 2021-07-11 07:52:07,182 - mmaction - INFO - Epoch [164][1680/1879] lr: 2.918e-02, eta: 1 day, 18:55:12, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7312, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.2058 2021-07-11 07:52:24,128 - mmaction - INFO - Epoch [164][1700/1879] lr: 2.918e-02, eta: 1 day, 18:54:54, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.2685 2021-07-11 07:52:41,269 - mmaction - INFO - Epoch [164][1720/1879] lr: 2.918e-02, eta: 1 day, 18:54:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7234, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.2493 2021-07-11 07:52:58,181 - mmaction - INFO - Epoch [164][1740/1879] lr: 2.918e-02, eta: 1 day, 18:54:17, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7262, loss_cls: 2.2475, loss: 2.2475, grad_norm: 3.2282 2021-07-11 07:53:15,209 - mmaction - INFO - Epoch [164][1760/1879] lr: 2.918e-02, eta: 1 day, 18:53:59, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.2173 2021-07-11 07:53:32,076 - mmaction - INFO - Epoch [164][1780/1879] lr: 2.918e-02, eta: 1 day, 18:53:41, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.2363 2021-07-11 07:53:49,166 - mmaction - INFO - Epoch [164][1800/1879] lr: 2.918e-02, eta: 1 day, 18:53:22, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7223, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.2622 2021-07-11 07:54:06,241 - mmaction - INFO - Epoch [164][1820/1879] lr: 2.918e-02, eta: 1 day, 18:53:04, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.2298, loss: 2.2298, grad_norm: 3.2288 2021-07-11 07:54:23,424 - mmaction - INFO - Epoch [164][1840/1879] lr: 2.918e-02, eta: 1 day, 18:52:46, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7262, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.2930 2021-07-11 07:54:40,532 - mmaction - INFO - Epoch [164][1860/1879] lr: 2.918e-02, eta: 1 day, 18:52:28, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7301, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.2818 2021-07-11 07:55:08,493 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 07:55:08,501 - mmaction - INFO - 106 BN found 2021-07-11 07:59:45,492 - mmaction - INFO - BN stats updated 2021-07-11 07:59:47,507 - mmaction - INFO - Saving checkpoint at 164 epochs 2021-07-11 08:02:05,440 - mmaction - INFO - Epoch [165][20/1879] lr: 2.862e-02, eta: 1 day, 18:52:50, time: 6.815, data_time: 5.860, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7391, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.2737 2021-07-11 08:02:21,976 - mmaction - INFO - Epoch [165][40/1879] lr: 2.862e-02, eta: 1 day, 18:52:31, time: 0.826, data_time: 0.009, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7379, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.1845 2021-07-11 08:02:38,456 - mmaction - INFO - Epoch [165][60/1879] lr: 2.862e-02, eta: 1 day, 18:52:13, time: 0.825, data_time: 0.004, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7305, loss_cls: 2.1827, loss: 2.1827, grad_norm: 3.2328 2021-07-11 08:02:55,028 - mmaction - INFO - Epoch [165][80/1879] lr: 2.862e-02, eta: 1 day, 18:51:54, time: 0.829, data_time: 0.007, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7238, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.2880 2021-07-11 08:03:11,652 - mmaction - INFO - Epoch [165][100/1879] lr: 2.862e-02, eta: 1 day, 18:51:35, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7254, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.3187 2021-07-11 08:03:28,438 - mmaction - INFO - Epoch [165][120/1879] lr: 2.862e-02, eta: 1 day, 18:51:17, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7238, loss_cls: 2.2420, loss: 2.2420, grad_norm: 3.2717 2021-07-11 08:03:45,052 - mmaction - INFO - Epoch [165][140/1879] lr: 2.862e-02, eta: 1 day, 18:50:58, time: 0.831, data_time: 0.003, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7410, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.2691 2021-07-11 08:04:01,825 - mmaction - INFO - Epoch [165][160/1879] lr: 2.862e-02, eta: 1 day, 18:50:40, time: 0.837, data_time: 0.006, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.2277 2021-07-11 08:04:18,509 - mmaction - INFO - Epoch [165][180/1879] lr: 2.862e-02, eta: 1 day, 18:50:21, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7121, loss_cls: 2.2806, loss: 2.2806, grad_norm: 3.2927 2021-07-11 08:04:35,573 - mmaction - INFO - Epoch [165][200/1879] lr: 2.862e-02, eta: 1 day, 18:50:03, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.1823 2021-07-11 08:04:52,357 - mmaction - INFO - Epoch [165][220/1879] lr: 2.862e-02, eta: 1 day, 18:49:45, time: 0.838, data_time: 0.001, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1182, loss: 2.1182, grad_norm: 3.1635 2021-07-11 08:05:09,420 - mmaction - INFO - Epoch [165][240/1879] lr: 2.862e-02, eta: 1 day, 18:49:26, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7387, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.2089 2021-07-11 08:05:26,445 - mmaction - INFO - Epoch [165][260/1879] lr: 2.862e-02, eta: 1 day, 18:49:08, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7371, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.2511 2021-07-11 08:05:43,455 - mmaction - INFO - Epoch [165][280/1879] lr: 2.862e-02, eta: 1 day, 18:48:50, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7402, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.2260 2021-07-11 08:06:00,544 - mmaction - INFO - Epoch [165][300/1879] lr: 2.862e-02, eta: 1 day, 18:48:31, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.2504 2021-07-11 08:06:17,711 - mmaction - INFO - Epoch [165][320/1879] lr: 2.862e-02, eta: 1 day, 18:48:13, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.1854 2021-07-11 08:06:34,729 - mmaction - INFO - Epoch [165][340/1879] lr: 2.862e-02, eta: 1 day, 18:47:55, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7387, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.2073 2021-07-11 08:06:51,881 - mmaction - INFO - Epoch [165][360/1879] lr: 2.862e-02, eta: 1 day, 18:47:36, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5211, top5_acc: 0.7441, loss_cls: 2.1315, loss: 2.1315, grad_norm: 3.2125 2021-07-11 08:07:09,106 - mmaction - INFO - Epoch [165][380/1879] lr: 2.862e-02, eta: 1 day, 18:47:18, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7363, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.3206 2021-07-11 08:07:26,276 - mmaction - INFO - Epoch [165][400/1879] lr: 2.862e-02, eta: 1 day, 18:47:00, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.3307 2021-07-11 08:07:43,085 - mmaction - INFO - Epoch [165][420/1879] lr: 2.862e-02, eta: 1 day, 18:46:42, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7301, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.2625 2021-07-11 08:08:00,353 - mmaction - INFO - Epoch [165][440/1879] lr: 2.862e-02, eta: 1 day, 18:46:23, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7277, loss_cls: 2.2329, loss: 2.2329, grad_norm: 3.3568 2021-07-11 08:08:17,396 - mmaction - INFO - Epoch [165][460/1879] lr: 2.862e-02, eta: 1 day, 18:46:05, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7227, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.3500 2021-07-11 08:08:34,650 - mmaction - INFO - Epoch [165][480/1879] lr: 2.862e-02, eta: 1 day, 18:45:47, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.2999, loss: 2.2999, grad_norm: 3.2985 2021-07-11 08:08:51,606 - mmaction - INFO - Epoch [165][500/1879] lr: 2.862e-02, eta: 1 day, 18:45:29, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7402, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.2761 2021-07-11 08:09:08,819 - mmaction - INFO - Epoch [165][520/1879] lr: 2.862e-02, eta: 1 day, 18:45:10, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.2462 2021-07-11 08:09:25,936 - mmaction - INFO - Epoch [165][540/1879] lr: 2.862e-02, eta: 1 day, 18:44:52, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7340, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.2500 2021-07-11 08:09:43,052 - mmaction - INFO - Epoch [165][560/1879] lr: 2.862e-02, eta: 1 day, 18:44:34, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7402, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.2518 2021-07-11 08:10:00,002 - mmaction - INFO - Epoch [165][580/1879] lr: 2.862e-02, eta: 1 day, 18:44:15, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7383, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.2654 2021-07-11 08:10:17,045 - mmaction - INFO - Epoch [165][600/1879] lr: 2.862e-02, eta: 1 day, 18:43:57, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7234, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.2809 2021-07-11 08:10:34,063 - mmaction - INFO - Epoch [165][620/1879] lr: 2.862e-02, eta: 1 day, 18:43:39, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7395, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.2379 2021-07-11 08:10:51,052 - mmaction - INFO - Epoch [165][640/1879] lr: 2.862e-02, eta: 1 day, 18:43:20, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7152, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.2607 2021-07-11 08:11:08,298 - mmaction - INFO - Epoch [165][660/1879] lr: 2.862e-02, eta: 1 day, 18:43:02, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7418, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.2843 2021-07-11 08:11:25,310 - mmaction - INFO - Epoch [165][680/1879] lr: 2.862e-02, eta: 1 day, 18:42:44, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7305, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.2283 2021-07-11 08:11:42,477 - mmaction - INFO - Epoch [165][700/1879] lr: 2.862e-02, eta: 1 day, 18:42:26, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7234, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.2903 2021-07-11 08:11:59,463 - mmaction - INFO - Epoch [165][720/1879] lr: 2.862e-02, eta: 1 day, 18:42:07, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7344, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.3046 2021-07-11 08:12:16,374 - mmaction - INFO - Epoch [165][740/1879] lr: 2.862e-02, eta: 1 day, 18:41:49, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.3560 2021-07-11 08:12:33,583 - mmaction - INFO - Epoch [165][760/1879] lr: 2.862e-02, eta: 1 day, 18:41:31, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7035, loss_cls: 2.3067, loss: 2.3067, grad_norm: 3.4354 2021-07-11 08:12:50,768 - mmaction - INFO - Epoch [165][780/1879] lr: 2.862e-02, eta: 1 day, 18:41:12, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7164, loss_cls: 2.2750, loss: 2.2750, grad_norm: 3.2402 2021-07-11 08:13:07,762 - mmaction - INFO - Epoch [165][800/1879] lr: 2.862e-02, eta: 1 day, 18:40:54, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7371, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.2251 2021-07-11 08:13:24,941 - mmaction - INFO - Epoch [165][820/1879] lr: 2.862e-02, eta: 1 day, 18:40:36, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7199, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.2491 2021-07-11 08:13:42,000 - mmaction - INFO - Epoch [165][840/1879] lr: 2.862e-02, eta: 1 day, 18:40:18, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7406, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.2531 2021-07-11 08:13:59,072 - mmaction - INFO - Epoch [165][860/1879] lr: 2.862e-02, eta: 1 day, 18:39:59, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7254, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.3077 2021-07-11 08:14:16,167 - mmaction - INFO - Epoch [165][880/1879] lr: 2.862e-02, eta: 1 day, 18:39:41, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7492, loss_cls: 2.1454, loss: 2.1454, grad_norm: 3.2381 2021-07-11 08:14:33,410 - mmaction - INFO - Epoch [165][900/1879] lr: 2.862e-02, eta: 1 day, 18:39:23, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7293, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.3624 2021-07-11 08:14:50,326 - mmaction - INFO - Epoch [165][920/1879] lr: 2.862e-02, eta: 1 day, 18:39:04, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7184, loss_cls: 2.2633, loss: 2.2633, grad_norm: 3.3245 2021-07-11 08:15:07,492 - mmaction - INFO - Epoch [165][940/1879] lr: 2.862e-02, eta: 1 day, 18:38:46, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7113, loss_cls: 2.2856, loss: 2.2856, grad_norm: 3.2547 2021-07-11 08:15:24,499 - mmaction - INFO - Epoch [165][960/1879] lr: 2.862e-02, eta: 1 day, 18:38:28, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.2006 2021-07-11 08:15:41,608 - mmaction - INFO - Epoch [165][980/1879] lr: 2.862e-02, eta: 1 day, 18:38:09, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7215, loss_cls: 2.2614, loss: 2.2614, grad_norm: 3.3051 2021-07-11 08:15:58,529 - mmaction - INFO - Epoch [165][1000/1879] lr: 2.862e-02, eta: 1 day, 18:37:51, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7262, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.2404 2021-07-11 08:16:15,721 - mmaction - INFO - Epoch [165][1020/1879] lr: 2.862e-02, eta: 1 day, 18:37:33, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1466, loss: 2.1466, grad_norm: 3.3154 2021-07-11 08:16:32,753 - mmaction - INFO - Epoch [165][1040/1879] lr: 2.862e-02, eta: 1 day, 18:37:15, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7102, loss_cls: 2.2934, loss: 2.2934, grad_norm: 3.3380 2021-07-11 08:16:49,741 - mmaction - INFO - Epoch [165][1060/1879] lr: 2.862e-02, eta: 1 day, 18:36:56, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.3401 2021-07-11 08:17:06,862 - mmaction - INFO - Epoch [165][1080/1879] lr: 2.862e-02, eta: 1 day, 18:36:38, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7254, loss_cls: 2.2291, loss: 2.2291, grad_norm: 3.2190 2021-07-11 08:17:23,952 - mmaction - INFO - Epoch [165][1100/1879] lr: 2.862e-02, eta: 1 day, 18:36:20, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1407, loss: 2.1407, grad_norm: 3.2844 2021-07-11 08:17:40,967 - mmaction - INFO - Epoch [165][1120/1879] lr: 2.862e-02, eta: 1 day, 18:36:01, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7254, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.2473 2021-07-11 08:17:58,140 - mmaction - INFO - Epoch [165][1140/1879] lr: 2.862e-02, eta: 1 day, 18:35:43, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7301, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.1909 2021-07-11 08:18:15,228 - mmaction - INFO - Epoch [165][1160/1879] lr: 2.862e-02, eta: 1 day, 18:35:25, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7387, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.2511 2021-07-11 08:18:32,265 - mmaction - INFO - Epoch [165][1180/1879] lr: 2.862e-02, eta: 1 day, 18:35:06, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7270, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.2282 2021-07-11 08:18:49,262 - mmaction - INFO - Epoch [165][1200/1879] lr: 2.862e-02, eta: 1 day, 18:34:48, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7352, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.2156 2021-07-11 08:19:06,400 - mmaction - INFO - Epoch [165][1220/1879] lr: 2.862e-02, eta: 1 day, 18:34:30, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7184, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.3439 2021-07-11 08:19:23,553 - mmaction - INFO - Epoch [165][1240/1879] lr: 2.862e-02, eta: 1 day, 18:34:12, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7410, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.3153 2021-07-11 08:19:40,703 - mmaction - INFO - Epoch [165][1260/1879] lr: 2.862e-02, eta: 1 day, 18:33:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.2598 2021-07-11 08:19:57,764 - mmaction - INFO - Epoch [165][1280/1879] lr: 2.862e-02, eta: 1 day, 18:33:35, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7199, loss_cls: 2.2730, loss: 2.2730, grad_norm: 3.3431 2021-07-11 08:20:14,893 - mmaction - INFO - Epoch [165][1300/1879] lr: 2.862e-02, eta: 1 day, 18:33:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7352, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.3166 2021-07-11 08:20:31,918 - mmaction - INFO - Epoch [165][1320/1879] lr: 2.862e-02, eta: 1 day, 18:32:59, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7227, loss_cls: 2.2811, loss: 2.2811, grad_norm: 3.3463 2021-07-11 08:20:49,114 - mmaction - INFO - Epoch [165][1340/1879] lr: 2.862e-02, eta: 1 day, 18:32:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7223, loss_cls: 2.2494, loss: 2.2494, grad_norm: 3.3254 2021-07-11 08:21:06,142 - mmaction - INFO - Epoch [165][1360/1879] lr: 2.862e-02, eta: 1 day, 18:32:22, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7301, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.3286 2021-07-11 08:21:23,286 - mmaction - INFO - Epoch [165][1380/1879] lr: 2.862e-02, eta: 1 day, 18:32:04, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7141, loss_cls: 2.3054, loss: 2.3054, grad_norm: 3.3821 2021-07-11 08:21:40,296 - mmaction - INFO - Epoch [165][1400/1879] lr: 2.862e-02, eta: 1 day, 18:31:45, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7355, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.3160 2021-07-11 08:21:57,164 - mmaction - INFO - Epoch [165][1420/1879] lr: 2.862e-02, eta: 1 day, 18:31:27, time: 0.843, data_time: 0.000, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7148, loss_cls: 2.2808, loss: 2.2808, grad_norm: 3.3244 2021-07-11 08:22:14,314 - mmaction - INFO - Epoch [165][1440/1879] lr: 2.862e-02, eta: 1 day, 18:31:09, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7273, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.2470 2021-07-11 08:22:31,356 - mmaction - INFO - Epoch [165][1460/1879] lr: 2.862e-02, eta: 1 day, 18:30:50, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.3247 2021-07-11 08:22:48,440 - mmaction - INFO - Epoch [165][1480/1879] lr: 2.862e-02, eta: 1 day, 18:30:32, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7145, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.2788 2021-07-11 08:23:05,374 - mmaction - INFO - Epoch [165][1500/1879] lr: 2.862e-02, eta: 1 day, 18:30:14, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7262, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.2327 2021-07-11 08:23:22,592 - mmaction - INFO - Epoch [165][1520/1879] lr: 2.862e-02, eta: 1 day, 18:29:56, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7234, loss_cls: 2.2000, loss: 2.2000, grad_norm: 3.2218 2021-07-11 08:23:39,651 - mmaction - INFO - Epoch [165][1540/1879] lr: 2.862e-02, eta: 1 day, 18:29:37, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7246, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.1889 2021-07-11 08:23:56,823 - mmaction - INFO - Epoch [165][1560/1879] lr: 2.862e-02, eta: 1 day, 18:29:19, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1665, loss: 2.1665, grad_norm: 3.2359 2021-07-11 08:24:13,966 - mmaction - INFO - Epoch [165][1580/1879] lr: 2.862e-02, eta: 1 day, 18:29:01, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2327, loss: 2.2327, grad_norm: 3.2253 2021-07-11 08:24:30,894 - mmaction - INFO - Epoch [165][1600/1879] lr: 2.862e-02, eta: 1 day, 18:28:42, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.1756 2021-07-11 08:24:48,026 - mmaction - INFO - Epoch [165][1620/1879] lr: 2.862e-02, eta: 1 day, 18:28:24, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.1869 2021-07-11 08:25:05,209 - mmaction - INFO - Epoch [165][1640/1879] lr: 2.862e-02, eta: 1 day, 18:28:06, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7316, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.2730 2021-07-11 08:25:22,171 - mmaction - INFO - Epoch [165][1660/1879] lr: 2.862e-02, eta: 1 day, 18:27:48, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7148, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.2944 2021-07-11 08:25:39,373 - mmaction - INFO - Epoch [165][1680/1879] lr: 2.862e-02, eta: 1 day, 18:27:29, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7363, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.2896 2021-07-11 08:25:56,479 - mmaction - INFO - Epoch [165][1700/1879] lr: 2.862e-02, eta: 1 day, 18:27:11, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7367, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.2237 2021-07-11 08:26:13,593 - mmaction - INFO - Epoch [165][1720/1879] lr: 2.862e-02, eta: 1 day, 18:26:53, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7234, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.2692 2021-07-11 08:26:30,745 - mmaction - INFO - Epoch [165][1740/1879] lr: 2.862e-02, eta: 1 day, 18:26:35, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7176, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.3465 2021-07-11 08:26:47,831 - mmaction - INFO - Epoch [165][1760/1879] lr: 2.862e-02, eta: 1 day, 18:26:16, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7453, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.2444 2021-07-11 08:27:04,784 - mmaction - INFO - Epoch [165][1780/1879] lr: 2.862e-02, eta: 1 day, 18:25:58, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7211, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.3954 2021-07-11 08:27:21,717 - mmaction - INFO - Epoch [165][1800/1879] lr: 2.862e-02, eta: 1 day, 18:25:40, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7332, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.2172 2021-07-11 08:27:38,893 - mmaction - INFO - Epoch [165][1820/1879] lr: 2.862e-02, eta: 1 day, 18:25:21, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2716, loss: 2.2716, grad_norm: 3.3000 2021-07-11 08:27:55,907 - mmaction - INFO - Epoch [165][1840/1879] lr: 2.862e-02, eta: 1 day, 18:25:03, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7457, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.1762 2021-07-11 08:28:12,998 - mmaction - INFO - Epoch [165][1860/1879] lr: 2.862e-02, eta: 1 day, 18:24:45, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7180, loss_cls: 2.2556, loss: 2.2556, grad_norm: 3.3245 2021-07-11 08:28:41,351 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 08:28:41,356 - mmaction - INFO - 106 BN found 2021-07-11 08:33:19,458 - mmaction - INFO - BN stats updated 2021-07-11 08:36:48,383 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-11 08:36:49,234 - mmaction - INFO - top1_acc 0.5719 top5_acc 0.8159 2021-07-11 08:36:49,235 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-11 08:36:49,280 - mmaction - INFO - mean_acc 0.5718 2021-07-11 08:36:49,288 - mmaction - INFO - Epoch(val) [165][155] top1_acc: 0.5719, top5_acc: 0.8159, mean_class_accuracy: 0.5718 2021-07-11 08:38:20,684 - mmaction - INFO - Epoch [166][20/1879] lr: 2.807e-02, eta: 1 day, 18:24:41, time: 4.567, data_time: 3.512, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7363, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.2241 2021-07-11 08:38:37,353 - mmaction - INFO - Epoch [166][40/1879] lr: 2.807e-02, eta: 1 day, 18:24:22, time: 0.831, data_time: 0.009, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7324, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.2423 2021-07-11 08:38:53,723 - mmaction - INFO - Epoch [166][60/1879] lr: 2.807e-02, eta: 1 day, 18:24:04, time: 0.820, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7555, loss_cls: 2.0924, loss: 2.0924, grad_norm: 3.2529 2021-07-11 08:39:10,284 - mmaction - INFO - Epoch [166][80/1879] lr: 2.807e-02, eta: 1 day, 18:23:45, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.3662 2021-07-11 08:39:26,786 - mmaction - INFO - Epoch [166][100/1879] lr: 2.807e-02, eta: 1 day, 18:23:27, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7336, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.3121 2021-07-11 08:39:43,423 - mmaction - INFO - Epoch [166][120/1879] lr: 2.807e-02, eta: 1 day, 18:23:08, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7402, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.3128 2021-07-11 08:40:00,164 - mmaction - INFO - Epoch [166][140/1879] lr: 2.807e-02, eta: 1 day, 18:22:50, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7227, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.2688 2021-07-11 08:40:16,994 - mmaction - INFO - Epoch [166][160/1879] lr: 2.807e-02, eta: 1 day, 18:22:31, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7285, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.3261 2021-07-11 08:40:33,778 - mmaction - INFO - Epoch [166][180/1879] lr: 2.807e-02, eta: 1 day, 18:22:13, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7234, loss_cls: 2.2697, loss: 2.2697, grad_norm: 3.2806 2021-07-11 08:40:50,844 - mmaction - INFO - Epoch [166][200/1879] lr: 2.807e-02, eta: 1 day, 18:21:54, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7363, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.2973 2021-07-11 08:41:07,726 - mmaction - INFO - Epoch [166][220/1879] lr: 2.807e-02, eta: 1 day, 18:21:36, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.1985 2021-07-11 08:41:24,792 - mmaction - INFO - Epoch [166][240/1879] lr: 2.807e-02, eta: 1 day, 18:21:18, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7480, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.2139 2021-07-11 08:41:41,742 - mmaction - INFO - Epoch [166][260/1879] lr: 2.807e-02, eta: 1 day, 18:20:59, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7293, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.2856 2021-07-11 08:41:58,772 - mmaction - INFO - Epoch [166][280/1879] lr: 2.807e-02, eta: 1 day, 18:20:41, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.2409 2021-07-11 08:42:15,871 - mmaction - INFO - Epoch [166][300/1879] lr: 2.807e-02, eta: 1 day, 18:20:23, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7461, loss_cls: 2.1034, loss: 2.1034, grad_norm: 3.2424 2021-07-11 08:42:32,873 - mmaction - INFO - Epoch [166][320/1879] lr: 2.807e-02, eta: 1 day, 18:20:04, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.5184, top5_acc: 0.7441, loss_cls: 2.1563, loss: 2.1563, grad_norm: 3.2851 2021-07-11 08:42:49,962 - mmaction - INFO - Epoch [166][340/1879] lr: 2.807e-02, eta: 1 day, 18:19:46, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7129, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.3676 2021-07-11 08:43:07,113 - mmaction - INFO - Epoch [166][360/1879] lr: 2.807e-02, eta: 1 day, 18:19:28, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.2597 2021-07-11 08:43:24,169 - mmaction - INFO - Epoch [166][380/1879] lr: 2.807e-02, eta: 1 day, 18:19:10, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7402, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.2404 2021-07-11 08:43:41,244 - mmaction - INFO - Epoch [166][400/1879] lr: 2.807e-02, eta: 1 day, 18:18:51, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.3628 2021-07-11 08:43:58,083 - mmaction - INFO - Epoch [166][420/1879] lr: 2.807e-02, eta: 1 day, 18:18:33, time: 0.844, data_time: 0.003, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7379, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.3338 2021-07-11 08:44:15,228 - mmaction - INFO - Epoch [166][440/1879] lr: 2.807e-02, eta: 1 day, 18:18:15, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7336, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.3276 2021-07-11 08:44:32,184 - mmaction - INFO - Epoch [166][460/1879] lr: 2.807e-02, eta: 1 day, 18:17:56, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7289, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.3344 2021-07-11 08:44:49,119 - mmaction - INFO - Epoch [166][480/1879] lr: 2.807e-02, eta: 1 day, 18:17:38, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7309, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.3155 2021-07-11 08:45:06,229 - mmaction - INFO - Epoch [166][500/1879] lr: 2.807e-02, eta: 1 day, 18:17:20, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7336, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.2912 2021-07-11 08:45:23,242 - mmaction - INFO - Epoch [166][520/1879] lr: 2.807e-02, eta: 1 day, 18:17:01, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7215, loss_cls: 2.2480, loss: 2.2480, grad_norm: 3.3855 2021-07-11 08:45:40,445 - mmaction - INFO - Epoch [166][540/1879] lr: 2.807e-02, eta: 1 day, 18:16:43, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.3894 2021-07-11 08:45:57,379 - mmaction - INFO - Epoch [166][560/1879] lr: 2.807e-02, eta: 1 day, 18:16:25, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.2555 2021-07-11 08:46:14,429 - mmaction - INFO - Epoch [166][580/1879] lr: 2.807e-02, eta: 1 day, 18:16:06, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7203, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.2985 2021-07-11 08:46:31,445 - mmaction - INFO - Epoch [166][600/1879] lr: 2.807e-02, eta: 1 day, 18:15:48, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.3480 2021-07-11 08:46:48,581 - mmaction - INFO - Epoch [166][620/1879] lr: 2.807e-02, eta: 1 day, 18:15:30, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7188, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.3373 2021-07-11 08:47:05,614 - mmaction - INFO - Epoch [166][640/1879] lr: 2.807e-02, eta: 1 day, 18:15:12, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4840, top5_acc: 0.7383, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.2675 2021-07-11 08:47:22,754 - mmaction - INFO - Epoch [166][660/1879] lr: 2.807e-02, eta: 1 day, 18:14:53, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7402, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.2344 2021-07-11 08:47:39,797 - mmaction - INFO - Epoch [166][680/1879] lr: 2.807e-02, eta: 1 day, 18:14:35, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7250, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.2902 2021-07-11 08:47:57,014 - mmaction - INFO - Epoch [166][700/1879] lr: 2.807e-02, eta: 1 day, 18:14:17, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7363, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.2242 2021-07-11 08:48:14,142 - mmaction - INFO - Epoch [166][720/1879] lr: 2.807e-02, eta: 1 day, 18:13:58, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.3703 2021-07-11 08:48:31,167 - mmaction - INFO - Epoch [166][740/1879] lr: 2.807e-02, eta: 1 day, 18:13:40, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7371, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.2545 2021-07-11 08:48:48,393 - mmaction - INFO - Epoch [166][760/1879] lr: 2.807e-02, eta: 1 day, 18:13:22, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7395, loss_cls: 2.1680, loss: 2.1680, grad_norm: 3.1900 2021-07-11 08:49:05,425 - mmaction - INFO - Epoch [166][780/1879] lr: 2.807e-02, eta: 1 day, 18:13:04, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7367, loss_cls: 2.2121, loss: 2.2121, grad_norm: 3.3314 2021-07-11 08:49:22,582 - mmaction - INFO - Epoch [166][800/1879] lr: 2.807e-02, eta: 1 day, 18:12:45, time: 0.857, data_time: 0.000, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7332, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.2626 2021-07-11 08:49:39,664 - mmaction - INFO - Epoch [166][820/1879] lr: 2.807e-02, eta: 1 day, 18:12:27, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7234, loss_cls: 2.2428, loss: 2.2428, grad_norm: 3.3054 2021-07-11 08:49:56,803 - mmaction - INFO - Epoch [166][840/1879] lr: 2.807e-02, eta: 1 day, 18:12:09, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7422, loss_cls: 2.1340, loss: 2.1340, grad_norm: 3.2519 2021-07-11 08:50:14,011 - mmaction - INFO - Epoch [166][860/1879] lr: 2.807e-02, eta: 1 day, 18:11:51, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7312, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.3211 2021-07-11 08:50:31,143 - mmaction - INFO - Epoch [166][880/1879] lr: 2.807e-02, eta: 1 day, 18:11:32, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7324, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.1850 2021-07-11 08:50:48,133 - mmaction - INFO - Epoch [166][900/1879] lr: 2.807e-02, eta: 1 day, 18:11:14, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.2934 2021-07-11 08:51:05,070 - mmaction - INFO - Epoch [166][920/1879] lr: 2.807e-02, eta: 1 day, 18:10:56, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7316, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.2960 2021-07-11 08:51:22,253 - mmaction - INFO - Epoch [166][940/1879] lr: 2.807e-02, eta: 1 day, 18:10:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7254, loss_cls: 2.2820, loss: 2.2820, grad_norm: 3.4516 2021-07-11 08:51:39,249 - mmaction - INFO - Epoch [166][960/1879] lr: 2.807e-02, eta: 1 day, 18:10:19, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2948, loss: 2.2948, grad_norm: 3.3874 2021-07-11 08:51:56,402 - mmaction - INFO - Epoch [166][980/1879] lr: 2.807e-02, eta: 1 day, 18:10:01, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7406, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.2624 2021-07-11 08:52:13,421 - mmaction - INFO - Epoch [166][1000/1879] lr: 2.807e-02, eta: 1 day, 18:09:43, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7234, loss_cls: 2.2463, loss: 2.2463, grad_norm: 3.3009 2021-07-11 08:52:30,497 - mmaction - INFO - Epoch [166][1020/1879] lr: 2.807e-02, eta: 1 day, 18:09:24, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.3844 2021-07-11 08:52:47,466 - mmaction - INFO - Epoch [166][1040/1879] lr: 2.807e-02, eta: 1 day, 18:09:06, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2525, loss: 2.2525, grad_norm: 3.3623 2021-07-11 08:53:04,690 - mmaction - INFO - Epoch [166][1060/1879] lr: 2.807e-02, eta: 1 day, 18:08:48, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7246, loss_cls: 2.2506, loss: 2.2506, grad_norm: 3.2957 2021-07-11 08:53:21,874 - mmaction - INFO - Epoch [166][1080/1879] lr: 2.807e-02, eta: 1 day, 18:08:30, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4715, top5_acc: 0.7121, loss_cls: 2.3090, loss: 2.3090, grad_norm: 3.3570 2021-07-11 08:53:39,032 - mmaction - INFO - Epoch [166][1100/1879] lr: 2.807e-02, eta: 1 day, 18:08:11, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7285, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.3082 2021-07-11 08:53:56,071 - mmaction - INFO - Epoch [166][1120/1879] lr: 2.807e-02, eta: 1 day, 18:07:53, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7359, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.2807 2021-07-11 08:54:13,194 - mmaction - INFO - Epoch [166][1140/1879] lr: 2.807e-02, eta: 1 day, 18:07:35, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7250, loss_cls: 2.2501, loss: 2.2501, grad_norm: 3.3114 2021-07-11 08:54:30,233 - mmaction - INFO - Epoch [166][1160/1879] lr: 2.807e-02, eta: 1 day, 18:07:16, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7301, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.2574 2021-07-11 08:54:47,444 - mmaction - INFO - Epoch [166][1180/1879] lr: 2.807e-02, eta: 1 day, 18:06:58, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7430, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.2787 2021-07-11 08:55:04,551 - mmaction - INFO - Epoch [166][1200/1879] lr: 2.807e-02, eta: 1 day, 18:06:40, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7254, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.3448 2021-07-11 08:55:21,688 - mmaction - INFO - Epoch [166][1220/1879] lr: 2.807e-02, eta: 1 day, 18:06:22, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7312, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.3403 2021-07-11 08:55:38,854 - mmaction - INFO - Epoch [166][1240/1879] lr: 2.807e-02, eta: 1 day, 18:06:03, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7367, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.2527 2021-07-11 08:55:55,965 - mmaction - INFO - Epoch [166][1260/1879] lr: 2.807e-02, eta: 1 day, 18:05:45, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5129, top5_acc: 0.7352, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.2388 2021-07-11 08:56:13,180 - mmaction - INFO - Epoch [166][1280/1879] lr: 2.807e-02, eta: 1 day, 18:05:27, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.2870 2021-07-11 08:56:30,069 - mmaction - INFO - Epoch [166][1300/1879] lr: 2.807e-02, eta: 1 day, 18:05:09, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7441, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.2846 2021-07-11 08:56:47,226 - mmaction - INFO - Epoch [166][1320/1879] lr: 2.807e-02, eta: 1 day, 18:04:50, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7141, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.2910 2021-07-11 08:57:04,001 - mmaction - INFO - Epoch [166][1340/1879] lr: 2.807e-02, eta: 1 day, 18:04:32, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3130, loss: 2.3130, grad_norm: 3.3541 2021-07-11 08:57:21,127 - mmaction - INFO - Epoch [166][1360/1879] lr: 2.807e-02, eta: 1 day, 18:04:14, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7223, loss_cls: 2.3155, loss: 2.3155, grad_norm: 3.3175 2021-07-11 08:57:38,038 - mmaction - INFO - Epoch [166][1380/1879] lr: 2.807e-02, eta: 1 day, 18:03:55, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7293, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.2314 2021-07-11 08:57:55,089 - mmaction - INFO - Epoch [166][1400/1879] lr: 2.807e-02, eta: 1 day, 18:03:37, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5223, top5_acc: 0.7371, loss_cls: 2.1276, loss: 2.1276, grad_norm: 3.2332 2021-07-11 08:58:12,118 - mmaction - INFO - Epoch [166][1420/1879] lr: 2.807e-02, eta: 1 day, 18:03:19, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7246, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.3846 2021-07-11 08:58:29,219 - mmaction - INFO - Epoch [166][1440/1879] lr: 2.807e-02, eta: 1 day, 18:03:00, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2779, loss: 2.2779, grad_norm: 3.3404 2021-07-11 08:58:46,342 - mmaction - INFO - Epoch [166][1460/1879] lr: 2.807e-02, eta: 1 day, 18:02:42, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7355, loss_cls: 2.2208, loss: 2.2208, grad_norm: 3.3452 2021-07-11 08:59:03,464 - mmaction - INFO - Epoch [166][1480/1879] lr: 2.807e-02, eta: 1 day, 18:02:24, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7266, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.3234 2021-07-11 08:59:20,405 - mmaction - INFO - Epoch [166][1500/1879] lr: 2.807e-02, eta: 1 day, 18:02:06, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.2378 2021-07-11 08:59:37,416 - mmaction - INFO - Epoch [166][1520/1879] lr: 2.807e-02, eta: 1 day, 18:01:47, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7301, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.3663 2021-07-11 08:59:54,517 - mmaction - INFO - Epoch [166][1540/1879] lr: 2.807e-02, eta: 1 day, 18:01:29, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7203, loss_cls: 2.2533, loss: 2.2533, grad_norm: 3.2939 2021-07-11 09:00:11,625 - mmaction - INFO - Epoch [166][1560/1879] lr: 2.807e-02, eta: 1 day, 18:01:11, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7223, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.2074 2021-07-11 09:00:28,659 - mmaction - INFO - Epoch [166][1580/1879] lr: 2.807e-02, eta: 1 day, 18:00:52, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.2641 2021-07-11 09:00:45,689 - mmaction - INFO - Epoch [166][1600/1879] lr: 2.807e-02, eta: 1 day, 18:00:34, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7199, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.3792 2021-07-11 09:01:02,758 - mmaction - INFO - Epoch [166][1620/1879] lr: 2.807e-02, eta: 1 day, 18:00:16, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7145, loss_cls: 2.2446, loss: 2.2446, grad_norm: 3.2971 2021-07-11 09:01:20,013 - mmaction - INFO - Epoch [166][1640/1879] lr: 2.807e-02, eta: 1 day, 17:59:58, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2309, loss: 2.2309, grad_norm: 3.2001 2021-07-11 09:01:37,028 - mmaction - INFO - Epoch [166][1660/1879] lr: 2.807e-02, eta: 1 day, 17:59:39, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7211, loss_cls: 2.2541, loss: 2.2541, grad_norm: 3.2772 2021-07-11 09:01:54,193 - mmaction - INFO - Epoch [166][1680/1879] lr: 2.807e-02, eta: 1 day, 17:59:21, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.2058 2021-07-11 09:02:11,071 - mmaction - INFO - Epoch [166][1700/1879] lr: 2.807e-02, eta: 1 day, 17:59:03, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7145, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.3233 2021-07-11 09:02:28,110 - mmaction - INFO - Epoch [166][1720/1879] lr: 2.807e-02, eta: 1 day, 17:58:44, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7176, loss_cls: 2.2948, loss: 2.2948, grad_norm: 3.2955 2021-07-11 09:02:45,188 - mmaction - INFO - Epoch [166][1740/1879] lr: 2.807e-02, eta: 1 day, 17:58:26, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.1842 2021-07-11 09:03:02,207 - mmaction - INFO - Epoch [166][1760/1879] lr: 2.807e-02, eta: 1 day, 17:58:08, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.3257 2021-07-11 09:03:19,197 - mmaction - INFO - Epoch [166][1780/1879] lr: 2.807e-02, eta: 1 day, 17:57:50, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2687, loss: 2.2687, grad_norm: 3.3518 2021-07-11 09:03:36,238 - mmaction - INFO - Epoch [166][1800/1879] lr: 2.807e-02, eta: 1 day, 17:57:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7324, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.3149 2021-07-11 09:03:53,293 - mmaction - INFO - Epoch [166][1820/1879] lr: 2.807e-02, eta: 1 day, 17:57:13, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.2775 2021-07-11 09:04:10,478 - mmaction - INFO - Epoch [166][1840/1879] lr: 2.807e-02, eta: 1 day, 17:56:55, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.2973 2021-07-11 09:04:27,526 - mmaction - INFO - Epoch [166][1860/1879] lr: 2.807e-02, eta: 1 day, 17:56:36, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7352, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.3130 2021-07-11 09:04:53,544 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 09:04:53,554 - mmaction - INFO - 106 BN found 2021-07-11 09:09:28,757 - mmaction - INFO - BN stats updated 2021-07-11 09:11:39,593 - mmaction - INFO - Epoch [167][20/1879] lr: 2.752e-02, eta: 1 day, 17:56:53, time: 6.439, data_time: 5.451, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.3248 2021-07-11 09:11:56,145 - mmaction - INFO - Epoch [167][40/1879] lr: 2.752e-02, eta: 1 day, 17:56:34, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.2448 2021-07-11 09:12:12,694 - mmaction - INFO - Epoch [167][60/1879] lr: 2.752e-02, eta: 1 day, 17:56:15, time: 0.827, data_time: 0.005, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7395, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.2718 2021-07-11 09:12:29,240 - mmaction - INFO - Epoch [167][80/1879] lr: 2.752e-02, eta: 1 day, 17:55:57, time: 0.828, data_time: 0.003, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7312, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.2819 2021-07-11 09:12:45,778 - mmaction - INFO - Epoch [167][100/1879] lr: 2.752e-02, eta: 1 day, 17:55:38, time: 0.827, data_time: 0.004, memory: 6462, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.3038 2021-07-11 09:13:02,539 - mmaction - INFO - Epoch [167][120/1879] lr: 2.752e-02, eta: 1 day, 17:55:20, time: 0.837, data_time: 0.005, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7289, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.2952 2021-07-11 09:13:19,276 - mmaction - INFO - Epoch [167][140/1879] lr: 2.752e-02, eta: 1 day, 17:55:01, time: 0.837, data_time: 0.003, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.3143 2021-07-11 09:13:36,076 - mmaction - INFO - Epoch [167][160/1879] lr: 2.752e-02, eta: 1 day, 17:54:43, time: 0.839, data_time: 0.006, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.0880, loss: 2.0880, grad_norm: 3.2623 2021-07-11 09:13:52,715 - mmaction - INFO - Epoch [167][180/1879] lr: 2.752e-02, eta: 1 day, 17:54:24, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.5129, top5_acc: 0.7379, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.2786 2021-07-11 09:14:09,814 - mmaction - INFO - Epoch [167][200/1879] lr: 2.752e-02, eta: 1 day, 17:54:06, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7395, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.3135 2021-07-11 09:14:26,849 - mmaction - INFO - Epoch [167][220/1879] lr: 2.752e-02, eta: 1 day, 17:53:48, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7500, loss_cls: 2.0770, loss: 2.0770, grad_norm: 3.3083 2021-07-11 09:14:43,638 - mmaction - INFO - Epoch [167][240/1879] lr: 2.752e-02, eta: 1 day, 17:53:29, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7152, loss_cls: 2.2893, loss: 2.2893, grad_norm: 3.4212 2021-07-11 09:15:00,558 - mmaction - INFO - Epoch [167][260/1879] lr: 2.752e-02, eta: 1 day, 17:53:11, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.2983 2021-07-11 09:15:17,754 - mmaction - INFO - Epoch [167][280/1879] lr: 2.752e-02, eta: 1 day, 17:52:53, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7207, loss_cls: 2.2270, loss: 2.2270, grad_norm: 3.3036 2021-07-11 09:15:34,771 - mmaction - INFO - Epoch [167][300/1879] lr: 2.752e-02, eta: 1 day, 17:52:34, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7473, loss_cls: 2.0988, loss: 2.0988, grad_norm: 3.1974 2021-07-11 09:15:51,881 - mmaction - INFO - Epoch [167][320/1879] lr: 2.752e-02, eta: 1 day, 17:52:16, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7281, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.2393 2021-07-11 09:16:09,069 - mmaction - INFO - Epoch [167][340/1879] lr: 2.752e-02, eta: 1 day, 17:51:58, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1837, loss: 2.1837, grad_norm: 3.3037 2021-07-11 09:16:26,066 - mmaction - INFO - Epoch [167][360/1879] lr: 2.752e-02, eta: 1 day, 17:51:40, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.3060 2021-07-11 09:16:43,069 - mmaction - INFO - Epoch [167][380/1879] lr: 2.752e-02, eta: 1 day, 17:51:21, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7254, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.3325 2021-07-11 09:16:59,927 - mmaction - INFO - Epoch [167][400/1879] lr: 2.752e-02, eta: 1 day, 17:51:03, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1928, loss: 2.1928, grad_norm: 3.3405 2021-07-11 09:17:17,130 - mmaction - INFO - Epoch [167][420/1879] lr: 2.752e-02, eta: 1 day, 17:50:45, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7266, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.3182 2021-07-11 09:17:34,312 - mmaction - INFO - Epoch [167][440/1879] lr: 2.752e-02, eta: 1 day, 17:50:26, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7211, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.3381 2021-07-11 09:17:51,472 - mmaction - INFO - Epoch [167][460/1879] lr: 2.752e-02, eta: 1 day, 17:50:08, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7332, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.3307 2021-07-11 09:18:08,465 - mmaction - INFO - Epoch [167][480/1879] lr: 2.752e-02, eta: 1 day, 17:49:50, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7379, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.3246 2021-07-11 09:18:25,472 - mmaction - INFO - Epoch [167][500/1879] lr: 2.752e-02, eta: 1 day, 17:49:32, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7332, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.3335 2021-07-11 09:18:42,546 - mmaction - INFO - Epoch [167][520/1879] lr: 2.752e-02, eta: 1 day, 17:49:13, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7363, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.2422 2021-07-11 09:18:59,666 - mmaction - INFO - Epoch [167][540/1879] lr: 2.752e-02, eta: 1 day, 17:48:55, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7270, loss_cls: 2.2267, loss: 2.2267, grad_norm: 3.3226 2021-07-11 09:19:16,808 - mmaction - INFO - Epoch [167][560/1879] lr: 2.752e-02, eta: 1 day, 17:48:37, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7305, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.3132 2021-07-11 09:19:33,701 - mmaction - INFO - Epoch [167][580/1879] lr: 2.752e-02, eta: 1 day, 17:48:18, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7125, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.2959 2021-07-11 09:19:50,898 - mmaction - INFO - Epoch [167][600/1879] lr: 2.752e-02, eta: 1 day, 17:48:00, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7324, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.2634 2021-07-11 09:20:07,805 - mmaction - INFO - Epoch [167][620/1879] lr: 2.752e-02, eta: 1 day, 17:47:42, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7434, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.2454 2021-07-11 09:20:24,810 - mmaction - INFO - Epoch [167][640/1879] lr: 2.752e-02, eta: 1 day, 17:47:23, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7273, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.2857 2021-07-11 09:20:41,726 - mmaction - INFO - Epoch [167][660/1879] lr: 2.752e-02, eta: 1 day, 17:47:05, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7500, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.2747 2021-07-11 09:20:58,699 - mmaction - INFO - Epoch [167][680/1879] lr: 2.752e-02, eta: 1 day, 17:46:47, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7234, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.3316 2021-07-11 09:21:15,844 - mmaction - INFO - Epoch [167][700/1879] lr: 2.752e-02, eta: 1 day, 17:46:28, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.2593 2021-07-11 09:21:32,802 - mmaction - INFO - Epoch [167][720/1879] lr: 2.752e-02, eta: 1 day, 17:46:10, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7246, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.3102 2021-07-11 09:21:49,795 - mmaction - INFO - Epoch [167][740/1879] lr: 2.752e-02, eta: 1 day, 17:45:52, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.2807 2021-07-11 09:22:06,830 - mmaction - INFO - Epoch [167][760/1879] lr: 2.752e-02, eta: 1 day, 17:45:34, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.2366 2021-07-11 09:22:23,893 - mmaction - INFO - Epoch [167][780/1879] lr: 2.752e-02, eta: 1 day, 17:45:15, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.2830 2021-07-11 09:22:40,810 - mmaction - INFO - Epoch [167][800/1879] lr: 2.752e-02, eta: 1 day, 17:44:57, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.3157 2021-07-11 09:22:57,793 - mmaction - INFO - Epoch [167][820/1879] lr: 2.752e-02, eta: 1 day, 17:44:39, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7199, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.4594 2021-07-11 09:23:14,730 - mmaction - INFO - Epoch [167][840/1879] lr: 2.752e-02, eta: 1 day, 17:44:20, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.4122 2021-07-11 09:23:31,877 - mmaction - INFO - Epoch [167][860/1879] lr: 2.752e-02, eta: 1 day, 17:44:02, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5184, top5_acc: 0.7480, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.3506 2021-07-11 09:23:48,927 - mmaction - INFO - Epoch [167][880/1879] lr: 2.752e-02, eta: 1 day, 17:43:44, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7426, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.3307 2021-07-11 09:24:06,062 - mmaction - INFO - Epoch [167][900/1879] lr: 2.752e-02, eta: 1 day, 17:43:25, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7441, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.2975 2021-07-11 09:24:22,976 - mmaction - INFO - Epoch [167][920/1879] lr: 2.752e-02, eta: 1 day, 17:43:07, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2376, loss: 2.2376, grad_norm: 3.4418 2021-07-11 09:24:40,172 - mmaction - INFO - Epoch [167][940/1879] lr: 2.752e-02, eta: 1 day, 17:42:49, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7203, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.4006 2021-07-11 09:24:57,098 - mmaction - INFO - Epoch [167][960/1879] lr: 2.752e-02, eta: 1 day, 17:42:30, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.3275 2021-07-11 09:25:14,176 - mmaction - INFO - Epoch [167][980/1879] lr: 2.752e-02, eta: 1 day, 17:42:12, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7402, loss_cls: 2.1004, loss: 2.1004, grad_norm: 3.3199 2021-07-11 09:25:31,239 - mmaction - INFO - Epoch [167][1000/1879] lr: 2.752e-02, eta: 1 day, 17:41:54, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7434, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.2341 2021-07-11 09:25:48,290 - mmaction - INFO - Epoch [167][1020/1879] lr: 2.752e-02, eta: 1 day, 17:41:36, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7203, loss_cls: 2.2493, loss: 2.2493, grad_norm: 3.3883 2021-07-11 09:26:05,295 - mmaction - INFO - Epoch [167][1040/1879] lr: 2.752e-02, eta: 1 day, 17:41:17, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7336, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.3295 2021-07-11 09:26:22,369 - mmaction - INFO - Epoch [167][1060/1879] lr: 2.752e-02, eta: 1 day, 17:40:59, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.2977 2021-07-11 09:26:39,500 - mmaction - INFO - Epoch [167][1080/1879] lr: 2.752e-02, eta: 1 day, 17:40:41, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7426, loss_cls: 2.1751, loss: 2.1751, grad_norm: 3.3845 2021-07-11 09:26:56,694 - mmaction - INFO - Epoch [167][1100/1879] lr: 2.752e-02, eta: 1 day, 17:40:22, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7344, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.2316 2021-07-11 09:27:13,858 - mmaction - INFO - Epoch [167][1120/1879] lr: 2.752e-02, eta: 1 day, 17:40:04, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7270, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.3296 2021-07-11 09:27:31,113 - mmaction - INFO - Epoch [167][1140/1879] lr: 2.752e-02, eta: 1 day, 17:39:46, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7223, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.3404 2021-07-11 09:27:48,228 - mmaction - INFO - Epoch [167][1160/1879] lr: 2.752e-02, eta: 1 day, 17:39:28, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7305, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.2947 2021-07-11 09:28:05,272 - mmaction - INFO - Epoch [167][1180/1879] lr: 2.752e-02, eta: 1 day, 17:39:10, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7281, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.3109 2021-07-11 09:28:22,126 - mmaction - INFO - Epoch [167][1200/1879] lr: 2.752e-02, eta: 1 day, 17:38:51, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7441, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.3473 2021-07-11 09:28:39,381 - mmaction - INFO - Epoch [167][1220/1879] lr: 2.752e-02, eta: 1 day, 17:38:33, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7352, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.3866 2021-07-11 09:28:56,489 - mmaction - INFO - Epoch [167][1240/1879] lr: 2.752e-02, eta: 1 day, 17:38:15, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2402, loss: 2.2402, grad_norm: 3.3689 2021-07-11 09:29:13,537 - mmaction - INFO - Epoch [167][1260/1879] lr: 2.752e-02, eta: 1 day, 17:37:56, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7238, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.2961 2021-07-11 09:29:30,473 - mmaction - INFO - Epoch [167][1280/1879] lr: 2.752e-02, eta: 1 day, 17:37:38, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.2639 2021-07-11 09:29:47,539 - mmaction - INFO - Epoch [167][1300/1879] lr: 2.752e-02, eta: 1 day, 17:37:20, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7371, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.3247 2021-07-11 09:30:04,774 - mmaction - INFO - Epoch [167][1320/1879] lr: 2.752e-02, eta: 1 day, 17:37:02, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7238, loss_cls: 2.2471, loss: 2.2471, grad_norm: 3.3749 2021-07-11 09:30:21,790 - mmaction - INFO - Epoch [167][1340/1879] lr: 2.752e-02, eta: 1 day, 17:36:43, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7352, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.3040 2021-07-11 09:30:38,847 - mmaction - INFO - Epoch [167][1360/1879] lr: 2.752e-02, eta: 1 day, 17:36:25, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7332, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.3504 2021-07-11 09:30:55,959 - mmaction - INFO - Epoch [167][1380/1879] lr: 2.752e-02, eta: 1 day, 17:36:07, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.2798 2021-07-11 09:31:13,173 - mmaction - INFO - Epoch [167][1400/1879] lr: 2.752e-02, eta: 1 day, 17:35:49, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7254, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.3303 2021-07-11 09:31:30,223 - mmaction - INFO - Epoch [167][1420/1879] lr: 2.752e-02, eta: 1 day, 17:35:30, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.4848, top5_acc: 0.7199, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.3259 2021-07-11 09:31:47,322 - mmaction - INFO - Epoch [167][1440/1879] lr: 2.752e-02, eta: 1 day, 17:35:12, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7430, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.2921 2021-07-11 09:32:04,352 - mmaction - INFO - Epoch [167][1460/1879] lr: 2.752e-02, eta: 1 day, 17:34:54, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7270, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.2912 2021-07-11 09:32:21,638 - mmaction - INFO - Epoch [167][1480/1879] lr: 2.752e-02, eta: 1 day, 17:34:35, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7371, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.2929 2021-07-11 09:32:38,738 - mmaction - INFO - Epoch [167][1500/1879] lr: 2.752e-02, eta: 1 day, 17:34:17, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.3681 2021-07-11 09:32:55,910 - mmaction - INFO - Epoch [167][1520/1879] lr: 2.752e-02, eta: 1 day, 17:33:59, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7430, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.2282 2021-07-11 09:33:12,969 - mmaction - INFO - Epoch [167][1540/1879] lr: 2.752e-02, eta: 1 day, 17:33:41, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7203, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.3573 2021-07-11 09:33:30,192 - mmaction - INFO - Epoch [167][1560/1879] lr: 2.752e-02, eta: 1 day, 17:33:23, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7227, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.3444 2021-07-11 09:33:47,201 - mmaction - INFO - Epoch [167][1580/1879] lr: 2.752e-02, eta: 1 day, 17:33:04, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.3427 2021-07-11 09:34:04,427 - mmaction - INFO - Epoch [167][1600/1879] lr: 2.752e-02, eta: 1 day, 17:32:46, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7246, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.2973 2021-07-11 09:34:21,501 - mmaction - INFO - Epoch [167][1620/1879] lr: 2.752e-02, eta: 1 day, 17:32:28, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.3667 2021-07-11 09:34:38,632 - mmaction - INFO - Epoch [167][1640/1879] lr: 2.752e-02, eta: 1 day, 17:32:09, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7258, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.3186 2021-07-11 09:34:55,596 - mmaction - INFO - Epoch [167][1660/1879] lr: 2.752e-02, eta: 1 day, 17:31:51, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2472, loss: 2.2472, grad_norm: 3.3434 2021-07-11 09:35:12,761 - mmaction - INFO - Epoch [167][1680/1879] lr: 2.752e-02, eta: 1 day, 17:31:33, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7359, loss_cls: 2.2504, loss: 2.2504, grad_norm: 3.3986 2021-07-11 09:35:29,809 - mmaction - INFO - Epoch [167][1700/1879] lr: 2.752e-02, eta: 1 day, 17:31:15, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7426, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.3496 2021-07-11 09:35:46,952 - mmaction - INFO - Epoch [167][1720/1879] lr: 2.752e-02, eta: 1 day, 17:30:56, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7312, loss_cls: 2.2305, loss: 2.2305, grad_norm: 3.3120 2021-07-11 09:36:04,151 - mmaction - INFO - Epoch [167][1740/1879] lr: 2.752e-02, eta: 1 day, 17:30:38, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.2972 2021-07-11 09:36:21,282 - mmaction - INFO - Epoch [167][1760/1879] lr: 2.752e-02, eta: 1 day, 17:30:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7363, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.4143 2021-07-11 09:36:38,480 - mmaction - INFO - Epoch [167][1780/1879] lr: 2.752e-02, eta: 1 day, 17:30:02, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7176, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.3051 2021-07-11 09:36:55,700 - mmaction - INFO - Epoch [167][1800/1879] lr: 2.752e-02, eta: 1 day, 17:29:44, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7250, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.2538 2021-07-11 09:37:12,775 - mmaction - INFO - Epoch [167][1820/1879] lr: 2.752e-02, eta: 1 day, 17:29:25, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7223, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.3018 2021-07-11 09:37:30,157 - mmaction - INFO - Epoch [167][1840/1879] lr: 2.752e-02, eta: 1 day, 17:29:07, time: 0.869, data_time: 0.007, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7180, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.3182 2021-07-11 09:37:47,115 - mmaction - INFO - Epoch [167][1860/1879] lr: 2.752e-02, eta: 1 day, 17:28:49, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.2915 2021-07-11 09:38:13,830 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 09:38:13,841 - mmaction - INFO - 106 BN found 2021-07-11 09:42:51,795 - mmaction - INFO - BN stats updated 2021-07-11 09:45:05,818 - mmaction - INFO - Epoch [168][20/1879] lr: 2.697e-02, eta: 1 day, 17:29:06, time: 6.597, data_time: 5.743, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7246, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.2168 2021-07-11 09:45:22,223 - mmaction - INFO - Epoch [168][40/1879] lr: 2.697e-02, eta: 1 day, 17:28:47, time: 0.821, data_time: 0.005, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7414, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.2115 2021-07-11 09:45:38,713 - mmaction - INFO - Epoch [168][60/1879] lr: 2.697e-02, eta: 1 day, 17:28:29, time: 0.823, data_time: 0.006, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.2647 2021-07-11 09:45:55,275 - mmaction - INFO - Epoch [168][80/1879] lr: 2.697e-02, eta: 1 day, 17:28:10, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7172, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.2767 2021-07-11 09:46:11,881 - mmaction - INFO - Epoch [168][100/1879] lr: 2.697e-02, eta: 1 day, 17:27:51, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7328, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.3021 2021-07-11 09:46:28,440 - mmaction - INFO - Epoch [168][120/1879] lr: 2.697e-02, eta: 1 day, 17:27:33, time: 0.829, data_time: 0.003, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.2617 2021-07-11 09:46:45,279 - mmaction - INFO - Epoch [168][140/1879] lr: 2.697e-02, eta: 1 day, 17:27:14, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.5184, top5_acc: 0.7473, loss_cls: 2.1117, loss: 2.1117, grad_norm: 3.2761 2021-07-11 09:47:01,857 - mmaction - INFO - Epoch [168][160/1879] lr: 2.697e-02, eta: 1 day, 17:26:56, time: 0.832, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7434, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.3555 2021-07-11 09:47:18,685 - mmaction - INFO - Epoch [168][180/1879] lr: 2.697e-02, eta: 1 day, 17:26:37, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7371, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.2880 2021-07-11 09:47:35,540 - mmaction - INFO - Epoch [168][200/1879] lr: 2.697e-02, eta: 1 day, 17:26:19, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7434, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.2610 2021-07-11 09:47:52,623 - mmaction - INFO - Epoch [168][220/1879] lr: 2.697e-02, eta: 1 day, 17:26:01, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7215, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.3551 2021-07-11 09:48:09,486 - mmaction - INFO - Epoch [168][240/1879] lr: 2.697e-02, eta: 1 day, 17:25:42, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7434, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.2615 2021-07-11 09:48:26,517 - mmaction - INFO - Epoch [168][260/1879] lr: 2.697e-02, eta: 1 day, 17:25:24, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7238, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.2514 2021-07-11 09:48:43,481 - mmaction - INFO - Epoch [168][280/1879] lr: 2.697e-02, eta: 1 day, 17:25:06, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7371, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.2565 2021-07-11 09:49:00,634 - mmaction - INFO - Epoch [168][300/1879] lr: 2.697e-02, eta: 1 day, 17:24:48, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7309, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.3536 2021-07-11 09:49:17,801 - mmaction - INFO - Epoch [168][320/1879] lr: 2.697e-02, eta: 1 day, 17:24:29, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7320, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.3340 2021-07-11 09:49:34,941 - mmaction - INFO - Epoch [168][340/1879] lr: 2.697e-02, eta: 1 day, 17:24:11, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7375, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.3058 2021-07-11 09:49:52,057 - mmaction - INFO - Epoch [168][360/1879] lr: 2.697e-02, eta: 1 day, 17:23:53, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5160, top5_acc: 0.7352, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.2797 2021-07-11 09:50:09,138 - mmaction - INFO - Epoch [168][380/1879] lr: 2.697e-02, eta: 1 day, 17:23:35, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.5180, top5_acc: 0.7426, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.2551 2021-07-11 09:50:26,295 - mmaction - INFO - Epoch [168][400/1879] lr: 2.697e-02, eta: 1 day, 17:23:16, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7176, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.3763 2021-07-11 09:50:43,528 - mmaction - INFO - Epoch [168][420/1879] lr: 2.697e-02, eta: 1 day, 17:22:58, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7418, loss_cls: 2.1209, loss: 2.1209, grad_norm: 3.3209 2021-07-11 09:51:00,731 - mmaction - INFO - Epoch [168][440/1879] lr: 2.697e-02, eta: 1 day, 17:22:40, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.4054 2021-07-11 09:51:18,001 - mmaction - INFO - Epoch [168][460/1879] lr: 2.697e-02, eta: 1 day, 17:22:22, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7348, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.3799 2021-07-11 09:51:35,272 - mmaction - INFO - Epoch [168][480/1879] lr: 2.697e-02, eta: 1 day, 17:22:04, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7309, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.3660 2021-07-11 09:51:52,450 - mmaction - INFO - Epoch [168][500/1879] lr: 2.697e-02, eta: 1 day, 17:21:45, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.3657 2021-07-11 09:52:09,732 - mmaction - INFO - Epoch [168][520/1879] lr: 2.697e-02, eta: 1 day, 17:21:27, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7324, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.3097 2021-07-11 09:52:26,868 - mmaction - INFO - Epoch [168][540/1879] lr: 2.697e-02, eta: 1 day, 17:21:09, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7285, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.3723 2021-07-11 09:52:44,053 - mmaction - INFO - Epoch [168][560/1879] lr: 2.697e-02, eta: 1 day, 17:20:51, time: 0.865, data_time: 0.007, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1265, loss: 2.1265, grad_norm: 3.2560 2021-07-11 09:53:01,063 - mmaction - INFO - Epoch [168][580/1879] lr: 2.697e-02, eta: 1 day, 17:20:32, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7340, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.3596 2021-07-11 09:53:18,169 - mmaction - INFO - Epoch [168][600/1879] lr: 2.697e-02, eta: 1 day, 17:20:14, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7418, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.3791 2021-07-11 09:53:35,416 - mmaction - INFO - Epoch [168][620/1879] lr: 2.697e-02, eta: 1 day, 17:19:56, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7434, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.3183 2021-07-11 09:53:52,557 - mmaction - INFO - Epoch [168][640/1879] lr: 2.697e-02, eta: 1 day, 17:19:38, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1746, loss: 2.1746, grad_norm: 3.3493 2021-07-11 09:54:09,824 - mmaction - INFO - Epoch [168][660/1879] lr: 2.697e-02, eta: 1 day, 17:19:20, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7336, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.4236 2021-07-11 09:54:27,031 - mmaction - INFO - Epoch [168][680/1879] lr: 2.697e-02, eta: 1 day, 17:19:01, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7312, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.4537 2021-07-11 09:54:44,184 - mmaction - INFO - Epoch [168][700/1879] lr: 2.697e-02, eta: 1 day, 17:18:43, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.2985 2021-07-11 09:55:01,228 - mmaction - INFO - Epoch [168][720/1879] lr: 2.697e-02, eta: 1 day, 17:18:25, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7320, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.2961 2021-07-11 09:55:18,355 - mmaction - INFO - Epoch [168][740/1879] lr: 2.697e-02, eta: 1 day, 17:18:06, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7398, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.3203 2021-07-11 09:55:35,455 - mmaction - INFO - Epoch [168][760/1879] lr: 2.697e-02, eta: 1 day, 17:17:48, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.2747 2021-07-11 09:55:52,690 - mmaction - INFO - Epoch [168][780/1879] lr: 2.697e-02, eta: 1 day, 17:17:30, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7332, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.3601 2021-07-11 09:56:09,545 - mmaction - INFO - Epoch [168][800/1879] lr: 2.697e-02, eta: 1 day, 17:17:12, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7277, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.3340 2021-07-11 09:56:26,637 - mmaction - INFO - Epoch [168][820/1879] lr: 2.697e-02, eta: 1 day, 17:16:53, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4852, top5_acc: 0.7223, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.3876 2021-07-11 09:56:43,728 - mmaction - INFO - Epoch [168][840/1879] lr: 2.697e-02, eta: 1 day, 17:16:35, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7332, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.3409 2021-07-11 09:57:00,803 - mmaction - INFO - Epoch [168][860/1879] lr: 2.697e-02, eta: 1 day, 17:16:17, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7367, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.2946 2021-07-11 09:57:17,988 - mmaction - INFO - Epoch [168][880/1879] lr: 2.697e-02, eta: 1 day, 17:15:59, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7215, loss_cls: 2.2626, loss: 2.2626, grad_norm: 3.4011 2021-07-11 09:57:35,101 - mmaction - INFO - Epoch [168][900/1879] lr: 2.697e-02, eta: 1 day, 17:15:40, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7328, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.3014 2021-07-11 09:57:52,209 - mmaction - INFO - Epoch [168][920/1879] lr: 2.697e-02, eta: 1 day, 17:15:22, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7340, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.3222 2021-07-11 09:58:09,295 - mmaction - INFO - Epoch [168][940/1879] lr: 2.697e-02, eta: 1 day, 17:15:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7465, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.2991 2021-07-11 09:58:26,340 - mmaction - INFO - Epoch [168][960/1879] lr: 2.697e-02, eta: 1 day, 17:14:46, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7371, loss_cls: 2.1605, loss: 2.1605, grad_norm: 3.4004 2021-07-11 09:58:43,352 - mmaction - INFO - Epoch [168][980/1879] lr: 2.697e-02, eta: 1 day, 17:14:27, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.3007 2021-07-11 09:59:00,473 - mmaction - INFO - Epoch [168][1000/1879] lr: 2.697e-02, eta: 1 day, 17:14:09, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7348, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.3411 2021-07-11 09:59:17,691 - mmaction - INFO - Epoch [168][1020/1879] lr: 2.697e-02, eta: 1 day, 17:13:51, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.3525 2021-07-11 09:59:34,824 - mmaction - INFO - Epoch [168][1040/1879] lr: 2.697e-02, eta: 1 day, 17:13:33, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7418, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.3578 2021-07-11 09:59:51,865 - mmaction - INFO - Epoch [168][1060/1879] lr: 2.697e-02, eta: 1 day, 17:13:14, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7316, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.3286 2021-07-11 10:00:08,822 - mmaction - INFO - Epoch [168][1080/1879] lr: 2.697e-02, eta: 1 day, 17:12:56, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.3786 2021-07-11 10:00:25,910 - mmaction - INFO - Epoch [168][1100/1879] lr: 2.697e-02, eta: 1 day, 17:12:38, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7348, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.3140 2021-07-11 10:00:43,049 - mmaction - INFO - Epoch [168][1120/1879] lr: 2.697e-02, eta: 1 day, 17:12:19, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7387, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.3134 2021-07-11 10:00:59,996 - mmaction - INFO - Epoch [168][1140/1879] lr: 2.697e-02, eta: 1 day, 17:12:01, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7254, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.3748 2021-07-11 10:01:17,303 - mmaction - INFO - Epoch [168][1160/1879] lr: 2.697e-02, eta: 1 day, 17:11:43, time: 0.862, data_time: 0.008, memory: 6462, top1_acc: 0.4809, top5_acc: 0.7176, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.3468 2021-07-11 10:01:34,227 - mmaction - INFO - Epoch [168][1180/1879] lr: 2.697e-02, eta: 1 day, 17:11:25, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7293, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.3234 2021-07-11 10:01:51,454 - mmaction - INFO - Epoch [168][1200/1879] lr: 2.697e-02, eta: 1 day, 17:11:06, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7246, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.3808 2021-07-11 10:02:08,532 - mmaction - INFO - Epoch [168][1220/1879] lr: 2.697e-02, eta: 1 day, 17:10:48, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7402, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.3274 2021-07-11 10:02:25,406 - mmaction - INFO - Epoch [168][1240/1879] lr: 2.697e-02, eta: 1 day, 17:10:30, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.3248 2021-07-11 10:02:42,422 - mmaction - INFO - Epoch [168][1260/1879] lr: 2.697e-02, eta: 1 day, 17:10:11, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4832, top5_acc: 0.7195, loss_cls: 2.2715, loss: 2.2715, grad_norm: 3.3930 2021-07-11 10:02:59,576 - mmaction - INFO - Epoch [168][1280/1879] lr: 2.697e-02, eta: 1 day, 17:09:53, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.3709 2021-07-11 10:03:16,653 - mmaction - INFO - Epoch [168][1300/1879] lr: 2.697e-02, eta: 1 day, 17:09:35, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7344, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.3353 2021-07-11 10:03:33,794 - mmaction - INFO - Epoch [168][1320/1879] lr: 2.697e-02, eta: 1 day, 17:09:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7332, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.4229 2021-07-11 10:03:50,823 - mmaction - INFO - Epoch [168][1340/1879] lr: 2.697e-02, eta: 1 day, 17:08:58, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.3282 2021-07-11 10:04:08,014 - mmaction - INFO - Epoch [168][1360/1879] lr: 2.697e-02, eta: 1 day, 17:08:40, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7391, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.2849 2021-07-11 10:04:24,900 - mmaction - INFO - Epoch [168][1380/1879] lr: 2.697e-02, eta: 1 day, 17:08:22, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.0822, loss: 2.0822, grad_norm: 3.1759 2021-07-11 10:04:41,852 - mmaction - INFO - Epoch [168][1400/1879] lr: 2.697e-02, eta: 1 day, 17:08:03, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7402, loss_cls: 2.1530, loss: 2.1530, grad_norm: 3.3102 2021-07-11 10:04:58,914 - mmaction - INFO - Epoch [168][1420/1879] lr: 2.697e-02, eta: 1 day, 17:07:45, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.3179 2021-07-11 10:05:15,820 - mmaction - INFO - Epoch [168][1440/1879] lr: 2.697e-02, eta: 1 day, 17:07:27, time: 0.845, data_time: 0.000, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.3244 2021-07-11 10:05:32,931 - mmaction - INFO - Epoch [168][1460/1879] lr: 2.697e-02, eta: 1 day, 17:07:09, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7320, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.2906 2021-07-11 10:05:49,965 - mmaction - INFO - Epoch [168][1480/1879] lr: 2.697e-02, eta: 1 day, 17:06:50, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7352, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.3195 2021-07-11 10:06:07,044 - mmaction - INFO - Epoch [168][1500/1879] lr: 2.697e-02, eta: 1 day, 17:06:32, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7238, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.4395 2021-07-11 10:06:24,003 - mmaction - INFO - Epoch [168][1520/1879] lr: 2.697e-02, eta: 1 day, 17:06:14, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7332, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.3719 2021-07-11 10:06:40,954 - mmaction - INFO - Epoch [168][1540/1879] lr: 2.697e-02, eta: 1 day, 17:05:55, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7312, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.3932 2021-07-11 10:06:57,873 - mmaction - INFO - Epoch [168][1560/1879] lr: 2.697e-02, eta: 1 day, 17:05:37, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7398, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.3549 2021-07-11 10:07:14,805 - mmaction - INFO - Epoch [168][1580/1879] lr: 2.697e-02, eta: 1 day, 17:05:19, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.4793, top5_acc: 0.7293, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.2746 2021-07-11 10:07:31,783 - mmaction - INFO - Epoch [168][1600/1879] lr: 2.697e-02, eta: 1 day, 17:05:00, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7164, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.3277 2021-07-11 10:07:48,848 - mmaction - INFO - Epoch [168][1620/1879] lr: 2.697e-02, eta: 1 day, 17:04:42, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7348, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.3387 2021-07-11 10:08:05,832 - mmaction - INFO - Epoch [168][1640/1879] lr: 2.697e-02, eta: 1 day, 17:04:24, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7383, loss_cls: 2.1974, loss: 2.1974, grad_norm: 3.3689 2021-07-11 10:08:22,851 - mmaction - INFO - Epoch [168][1660/1879] lr: 2.697e-02, eta: 1 day, 17:04:05, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7262, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.3304 2021-07-11 10:08:40,053 - mmaction - INFO - Epoch [168][1680/1879] lr: 2.697e-02, eta: 1 day, 17:03:47, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7207, loss_cls: 2.2890, loss: 2.2890, grad_norm: 3.3857 2021-07-11 10:08:56,940 - mmaction - INFO - Epoch [168][1700/1879] lr: 2.697e-02, eta: 1 day, 17:03:29, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7301, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.3324 2021-07-11 10:09:14,059 - mmaction - INFO - Epoch [168][1720/1879] lr: 2.697e-02, eta: 1 day, 17:03:11, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.2776 2021-07-11 10:09:31,075 - mmaction - INFO - Epoch [168][1740/1879] lr: 2.697e-02, eta: 1 day, 17:02:52, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7266, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.2765 2021-07-11 10:09:48,270 - mmaction - INFO - Epoch [168][1760/1879] lr: 2.697e-02, eta: 1 day, 17:02:34, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7488, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.2969 2021-07-11 10:10:05,289 - mmaction - INFO - Epoch [168][1780/1879] lr: 2.697e-02, eta: 1 day, 17:02:16, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1670, loss: 2.1670, grad_norm: 3.2815 2021-07-11 10:10:22,243 - mmaction - INFO - Epoch [168][1800/1879] lr: 2.697e-02, eta: 1 day, 17:01:57, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7273, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.3065 2021-07-11 10:10:39,232 - mmaction - INFO - Epoch [168][1820/1879] lr: 2.697e-02, eta: 1 day, 17:01:39, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7391, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.3055 2021-07-11 10:10:56,274 - mmaction - INFO - Epoch [168][1840/1879] lr: 2.697e-02, eta: 1 day, 17:01:21, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.3112 2021-07-11 10:11:13,337 - mmaction - INFO - Epoch [168][1860/1879] lr: 2.697e-02, eta: 1 day, 17:01:03, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1604, loss: 2.1604, grad_norm: 3.2571 2021-07-11 10:11:37,850 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 10:11:37,854 - mmaction - INFO - 106 BN found 2021-07-11 10:16:14,414 - mmaction - INFO - BN stats updated 2021-07-11 10:16:16,429 - mmaction - INFO - Saving checkpoint at 168 epochs 2021-07-11 10:18:16,506 - mmaction - INFO - Epoch [169][20/1879] lr: 2.643e-02, eta: 1 day, 17:01:12, time: 5.927, data_time: 4.972, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7418, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.4100 2021-07-11 10:18:33,048 - mmaction - INFO - Epoch [169][40/1879] lr: 2.643e-02, eta: 1 day, 17:00:53, time: 0.826, data_time: 0.008, memory: 6462, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0416, loss: 2.0416, grad_norm: 3.3304 2021-07-11 10:18:49,596 - mmaction - INFO - Epoch [169][60/1879] lr: 2.643e-02, eta: 1 day, 17:00:34, time: 0.828, data_time: 0.004, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7527, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.3786 2021-07-11 10:19:06,236 - mmaction - INFO - Epoch [169][80/1879] lr: 2.643e-02, eta: 1 day, 17:00:16, time: 0.830, data_time: 0.005, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.3012 2021-07-11 10:19:22,848 - mmaction - INFO - Epoch [169][100/1879] lr: 2.643e-02, eta: 1 day, 16:59:57, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.4863, top5_acc: 0.7387, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.4418 2021-07-11 10:19:39,566 - mmaction - INFO - Epoch [169][120/1879] lr: 2.643e-02, eta: 1 day, 16:59:39, time: 0.833, data_time: 0.005, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7387, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.3951 2021-07-11 10:19:56,329 - mmaction - INFO - Epoch [169][140/1879] lr: 2.643e-02, eta: 1 day, 16:59:21, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7363, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.2994 2021-07-11 10:20:13,147 - mmaction - INFO - Epoch [169][160/1879] lr: 2.643e-02, eta: 1 day, 16:59:02, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7391, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.3138 2021-07-11 10:20:30,089 - mmaction - INFO - Epoch [169][180/1879] lr: 2.643e-02, eta: 1 day, 16:58:44, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7426, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.2486 2021-07-11 10:20:47,113 - mmaction - INFO - Epoch [169][200/1879] lr: 2.643e-02, eta: 1 day, 16:58:25, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7309, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.3934 2021-07-11 10:21:04,023 - mmaction - INFO - Epoch [169][220/1879] lr: 2.643e-02, eta: 1 day, 16:58:07, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.3254 2021-07-11 10:21:20,980 - mmaction - INFO - Epoch [169][240/1879] lr: 2.643e-02, eta: 1 day, 16:57:49, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7395, loss_cls: 2.1200, loss: 2.1200, grad_norm: 3.2922 2021-07-11 10:21:38,048 - mmaction - INFO - Epoch [169][260/1879] lr: 2.643e-02, eta: 1 day, 16:57:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0837, loss: 2.0837, grad_norm: 3.3523 2021-07-11 10:21:55,100 - mmaction - INFO - Epoch [169][280/1879] lr: 2.643e-02, eta: 1 day, 16:57:12, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7309, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.3368 2021-07-11 10:22:12,216 - mmaction - INFO - Epoch [169][300/1879] lr: 2.643e-02, eta: 1 day, 16:56:54, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7285, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.4068 2021-07-11 10:22:29,426 - mmaction - INFO - Epoch [169][320/1879] lr: 2.643e-02, eta: 1 day, 16:56:36, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.3478 2021-07-11 10:22:46,494 - mmaction - INFO - Epoch [169][340/1879] lr: 2.643e-02, eta: 1 day, 16:56:18, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7414, loss_cls: 2.0963, loss: 2.0963, grad_norm: 3.2868 2021-07-11 10:23:03,693 - mmaction - INFO - Epoch [169][360/1879] lr: 2.643e-02, eta: 1 day, 16:55:59, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7207, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.4452 2021-07-11 10:23:20,661 - mmaction - INFO - Epoch [169][380/1879] lr: 2.643e-02, eta: 1 day, 16:55:41, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.3541 2021-07-11 10:23:37,701 - mmaction - INFO - Epoch [169][400/1879] lr: 2.643e-02, eta: 1 day, 16:55:23, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.4102 2021-07-11 10:23:54,753 - mmaction - INFO - Epoch [169][420/1879] lr: 2.643e-02, eta: 1 day, 16:55:04, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7289, loss_cls: 2.1695, loss: 2.1695, grad_norm: 3.2970 2021-07-11 10:24:11,851 - mmaction - INFO - Epoch [169][440/1879] lr: 2.643e-02, eta: 1 day, 16:54:46, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7477, loss_cls: 2.1033, loss: 2.1033, grad_norm: 3.3439 2021-07-11 10:24:28,807 - mmaction - INFO - Epoch [169][460/1879] lr: 2.643e-02, eta: 1 day, 16:54:28, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7398, loss_cls: 2.1816, loss: 2.1816, grad_norm: 3.2982 2021-07-11 10:24:46,068 - mmaction - INFO - Epoch [169][480/1879] lr: 2.643e-02, eta: 1 day, 16:54:10, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5184, top5_acc: 0.7512, loss_cls: 2.0708, loss: 2.0708, grad_norm: 3.3017 2021-07-11 10:25:03,211 - mmaction - INFO - Epoch [169][500/1879] lr: 2.643e-02, eta: 1 day, 16:53:51, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7426, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.3914 2021-07-11 10:25:20,272 - mmaction - INFO - Epoch [169][520/1879] lr: 2.643e-02, eta: 1 day, 16:53:33, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.3831 2021-07-11 10:25:37,466 - mmaction - INFO - Epoch [169][540/1879] lr: 2.643e-02, eta: 1 day, 16:53:15, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7340, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.4271 2021-07-11 10:25:54,657 - mmaction - INFO - Epoch [169][560/1879] lr: 2.643e-02, eta: 1 day, 16:52:57, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7391, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.3819 2021-07-11 10:26:11,855 - mmaction - INFO - Epoch [169][580/1879] lr: 2.643e-02, eta: 1 day, 16:52:38, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.2353, loss: 2.2353, grad_norm: 3.3965 2021-07-11 10:26:29,039 - mmaction - INFO - Epoch [169][600/1879] lr: 2.643e-02, eta: 1 day, 16:52:20, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7336, loss_cls: 2.1781, loss: 2.1781, grad_norm: 3.3547 2021-07-11 10:26:46,265 - mmaction - INFO - Epoch [169][620/1879] lr: 2.643e-02, eta: 1 day, 16:52:02, time: 0.861, data_time: 0.002, memory: 6462, top1_acc: 0.4965, top5_acc: 0.7297, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.4789 2021-07-11 10:27:03,388 - mmaction - INFO - Epoch [169][640/1879] lr: 2.643e-02, eta: 1 day, 16:51:44, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.3700 2021-07-11 10:27:20,533 - mmaction - INFO - Epoch [169][660/1879] lr: 2.643e-02, eta: 1 day, 16:51:26, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.5160, top5_acc: 0.7461, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.3373 2021-07-11 10:27:37,536 - mmaction - INFO - Epoch [169][680/1879] lr: 2.643e-02, eta: 1 day, 16:51:07, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.3544 2021-07-11 10:27:54,563 - mmaction - INFO - Epoch [169][700/1879] lr: 2.643e-02, eta: 1 day, 16:50:49, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7391, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.4047 2021-07-11 10:28:11,664 - mmaction - INFO - Epoch [169][720/1879] lr: 2.643e-02, eta: 1 day, 16:50:31, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.3612 2021-07-11 10:28:28,776 - mmaction - INFO - Epoch [169][740/1879] lr: 2.643e-02, eta: 1 day, 16:50:12, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7316, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.3898 2021-07-11 10:28:46,051 - mmaction - INFO - Epoch [169][760/1879] lr: 2.643e-02, eta: 1 day, 16:49:54, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.3441 2021-07-11 10:29:03,114 - mmaction - INFO - Epoch [169][780/1879] lr: 2.643e-02, eta: 1 day, 16:49:36, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7383, loss_cls: 2.1840, loss: 2.1840, grad_norm: 3.3958 2021-07-11 10:29:20,184 - mmaction - INFO - Epoch [169][800/1879] lr: 2.643e-02, eta: 1 day, 16:49:18, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7324, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.3421 2021-07-11 10:29:37,272 - mmaction - INFO - Epoch [169][820/1879] lr: 2.643e-02, eta: 1 day, 16:48:59, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7348, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.3758 2021-07-11 10:29:54,061 - mmaction - INFO - Epoch [169][840/1879] lr: 2.643e-02, eta: 1 day, 16:48:41, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1324, loss: 2.1324, grad_norm: 3.3786 2021-07-11 10:30:11,275 - mmaction - INFO - Epoch [169][860/1879] lr: 2.643e-02, eta: 1 day, 16:48:23, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7293, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.3543 2021-07-11 10:30:28,455 - mmaction - INFO - Epoch [169][880/1879] lr: 2.643e-02, eta: 1 day, 16:48:05, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7160, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.4364 2021-07-11 10:30:45,595 - mmaction - INFO - Epoch [169][900/1879] lr: 2.643e-02, eta: 1 day, 16:47:46, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7398, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.3760 2021-07-11 10:31:02,885 - mmaction - INFO - Epoch [169][920/1879] lr: 2.643e-02, eta: 1 day, 16:47:28, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7371, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.3902 2021-07-11 10:31:19,922 - mmaction - INFO - Epoch [169][940/1879] lr: 2.643e-02, eta: 1 day, 16:47:10, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.4984 2021-07-11 10:31:37,131 - mmaction - INFO - Epoch [169][960/1879] lr: 2.643e-02, eta: 1 day, 16:46:52, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7348, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.3240 2021-07-11 10:31:54,241 - mmaction - INFO - Epoch [169][980/1879] lr: 2.643e-02, eta: 1 day, 16:46:34, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.3029 2021-07-11 10:32:11,394 - mmaction - INFO - Epoch [169][1000/1879] lr: 2.643e-02, eta: 1 day, 16:46:15, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7387, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.3718 2021-07-11 10:32:28,406 - mmaction - INFO - Epoch [169][1020/1879] lr: 2.643e-02, eta: 1 day, 16:45:57, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7375, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.4363 2021-07-11 10:32:45,575 - mmaction - INFO - Epoch [169][1040/1879] lr: 2.643e-02, eta: 1 day, 16:45:39, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7230, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.3278 2021-07-11 10:33:02,809 - mmaction - INFO - Epoch [169][1060/1879] lr: 2.643e-02, eta: 1 day, 16:45:21, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4785, top5_acc: 0.7129, loss_cls: 2.2642, loss: 2.2642, grad_norm: 3.3909 2021-07-11 10:33:19,773 - mmaction - INFO - Epoch [169][1080/1879] lr: 2.643e-02, eta: 1 day, 16:45:02, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7516, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.3871 2021-07-11 10:33:36,761 - mmaction - INFO - Epoch [169][1100/1879] lr: 2.643e-02, eta: 1 day, 16:44:44, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.3648 2021-07-11 10:33:53,955 - mmaction - INFO - Epoch [169][1120/1879] lr: 2.643e-02, eta: 1 day, 16:44:26, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7340, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.3455 2021-07-11 10:34:11,091 - mmaction - INFO - Epoch [169][1140/1879] lr: 2.643e-02, eta: 1 day, 16:44:07, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7324, loss_cls: 2.1795, loss: 2.1795, grad_norm: 3.3525 2021-07-11 10:34:28,053 - mmaction - INFO - Epoch [169][1160/1879] lr: 2.643e-02, eta: 1 day, 16:43:49, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7500, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.3404 2021-07-11 10:34:45,309 - mmaction - INFO - Epoch [169][1180/1879] lr: 2.643e-02, eta: 1 day, 16:43:31, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.3397 2021-07-11 10:35:02,295 - mmaction - INFO - Epoch [169][1200/1879] lr: 2.643e-02, eta: 1 day, 16:43:13, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7199, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.4151 2021-07-11 10:35:19,381 - mmaction - INFO - Epoch [169][1220/1879] lr: 2.643e-02, eta: 1 day, 16:42:54, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7203, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.3818 2021-07-11 10:35:36,547 - mmaction - INFO - Epoch [169][1240/1879] lr: 2.643e-02, eta: 1 day, 16:42:36, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7273, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.3816 2021-07-11 10:35:53,619 - mmaction - INFO - Epoch [169][1260/1879] lr: 2.643e-02, eta: 1 day, 16:42:18, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7301, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.4452 2021-07-11 10:36:10,893 - mmaction - INFO - Epoch [169][1280/1879] lr: 2.643e-02, eta: 1 day, 16:42:00, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.3679 2021-07-11 10:36:27,919 - mmaction - INFO - Epoch [169][1300/1879] lr: 2.643e-02, eta: 1 day, 16:41:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.2688 2021-07-11 10:36:45,055 - mmaction - INFO - Epoch [169][1320/1879] lr: 2.643e-02, eta: 1 day, 16:41:23, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.3175 2021-07-11 10:37:01,985 - mmaction - INFO - Epoch [169][1340/1879] lr: 2.643e-02, eta: 1 day, 16:41:05, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.3921 2021-07-11 10:37:19,122 - mmaction - INFO - Epoch [169][1360/1879] lr: 2.643e-02, eta: 1 day, 16:40:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7316, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.4273 2021-07-11 10:37:36,161 - mmaction - INFO - Epoch [169][1380/1879] lr: 2.643e-02, eta: 1 day, 16:40:28, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7355, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.3754 2021-07-11 10:37:53,446 - mmaction - INFO - Epoch [169][1400/1879] lr: 2.643e-02, eta: 1 day, 16:40:10, time: 0.865, data_time: 0.007, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7254, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.3675 2021-07-11 10:38:10,431 - mmaction - INFO - Epoch [169][1420/1879] lr: 2.643e-02, eta: 1 day, 16:39:52, time: 0.850, data_time: 0.002, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.3007 2021-07-11 10:38:27,480 - mmaction - INFO - Epoch [169][1440/1879] lr: 2.643e-02, eta: 1 day, 16:39:34, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7285, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.3669 2021-07-11 10:38:44,478 - mmaction - INFO - Epoch [169][1460/1879] lr: 2.643e-02, eta: 1 day, 16:39:15, time: 0.850, data_time: 0.003, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7230, loss_cls: 2.2201, loss: 2.2201, grad_norm: 3.2431 2021-07-11 10:39:01,581 - mmaction - INFO - Epoch [169][1480/1879] lr: 2.643e-02, eta: 1 day, 16:38:57, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7434, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.3453 2021-07-11 10:39:18,562 - mmaction - INFO - Epoch [169][1500/1879] lr: 2.643e-02, eta: 1 day, 16:38:39, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7457, loss_cls: 2.1451, loss: 2.1451, grad_norm: 3.3055 2021-07-11 10:39:35,760 - mmaction - INFO - Epoch [169][1520/1879] lr: 2.643e-02, eta: 1 day, 16:38:21, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7262, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.2707 2021-07-11 10:39:52,659 - mmaction - INFO - Epoch [169][1540/1879] lr: 2.643e-02, eta: 1 day, 16:38:02, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7336, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.3605 2021-07-11 10:40:09,881 - mmaction - INFO - Epoch [169][1560/1879] lr: 2.643e-02, eta: 1 day, 16:37:44, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7379, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.3740 2021-07-11 10:40:26,845 - mmaction - INFO - Epoch [169][1580/1879] lr: 2.643e-02, eta: 1 day, 16:37:26, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7316, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.4340 2021-07-11 10:40:43,921 - mmaction - INFO - Epoch [169][1600/1879] lr: 2.643e-02, eta: 1 day, 16:37:07, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.3539 2021-07-11 10:41:00,967 - mmaction - INFO - Epoch [169][1620/1879] lr: 2.643e-02, eta: 1 day, 16:36:49, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7402, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.3789 2021-07-11 10:41:18,166 - mmaction - INFO - Epoch [169][1640/1879] lr: 2.643e-02, eta: 1 day, 16:36:31, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7219, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.3870 2021-07-11 10:41:35,390 - mmaction - INFO - Epoch [169][1660/1879] lr: 2.643e-02, eta: 1 day, 16:36:13, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4824, top5_acc: 0.7207, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.3621 2021-07-11 10:41:52,478 - mmaction - INFO - Epoch [169][1680/1879] lr: 2.643e-02, eta: 1 day, 16:35:54, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7195, loss_cls: 2.1760, loss: 2.1760, grad_norm: 3.2890 2021-07-11 10:42:09,542 - mmaction - INFO - Epoch [169][1700/1879] lr: 2.643e-02, eta: 1 day, 16:35:36, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7277, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.4537 2021-07-11 10:42:26,727 - mmaction - INFO - Epoch [169][1720/1879] lr: 2.643e-02, eta: 1 day, 16:35:18, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.3931 2021-07-11 10:42:43,786 - mmaction - INFO - Epoch [169][1740/1879] lr: 2.643e-02, eta: 1 day, 16:35:00, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.3741 2021-07-11 10:43:01,168 - mmaction - INFO - Epoch [169][1760/1879] lr: 2.643e-02, eta: 1 day, 16:34:42, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7527, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.4067 2021-07-11 10:43:18,248 - mmaction - INFO - Epoch [169][1780/1879] lr: 2.643e-02, eta: 1 day, 16:34:23, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.3985 2021-07-11 10:43:35,451 - mmaction - INFO - Epoch [169][1800/1879] lr: 2.643e-02, eta: 1 day, 16:34:05, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7336, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.3089 2021-07-11 10:43:52,470 - mmaction - INFO - Epoch [169][1820/1879] lr: 2.643e-02, eta: 1 day, 16:33:47, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7395, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.3133 2021-07-11 10:44:09,639 - mmaction - INFO - Epoch [169][1840/1879] lr: 2.643e-02, eta: 1 day, 16:33:29, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.3540 2021-07-11 10:44:26,696 - mmaction - INFO - Epoch [169][1860/1879] lr: 2.643e-02, eta: 1 day, 16:33:10, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.3660 2021-07-11 10:44:54,389 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 10:44:54,399 - mmaction - INFO - 106 BN found 2021-07-11 10:49:31,680 - mmaction - INFO - BN stats updated 2021-07-11 10:51:15,922 - mmaction - INFO - Epoch [170][20/1879] lr: 2.589e-02, eta: 1 day, 16:33:10, time: 5.108, data_time: 4.215, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7316, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.3727 2021-07-11 10:51:32,557 - mmaction - INFO - Epoch [170][40/1879] lr: 2.589e-02, eta: 1 day, 16:32:52, time: 0.830, data_time: 0.009, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7371, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.2943 2021-07-11 10:51:49,126 - mmaction - INFO - Epoch [170][60/1879] lr: 2.589e-02, eta: 1 day, 16:32:33, time: 0.831, data_time: 0.006, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7426, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.3907 2021-07-11 10:52:05,763 - mmaction - INFO - Epoch [170][80/1879] lr: 2.589e-02, eta: 1 day, 16:32:15, time: 0.833, data_time: 0.006, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7402, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.3750 2021-07-11 10:52:22,319 - mmaction - INFO - Epoch [170][100/1879] lr: 2.589e-02, eta: 1 day, 16:31:56, time: 0.827, data_time: 0.002, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7355, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.2971 2021-07-11 10:52:39,094 - mmaction - INFO - Epoch [170][120/1879] lr: 2.589e-02, eta: 1 day, 16:31:38, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0945, loss: 2.0945, grad_norm: 3.2861 2021-07-11 10:52:55,757 - mmaction - INFO - Epoch [170][140/1879] lr: 2.589e-02, eta: 1 day, 16:31:19, time: 0.834, data_time: 0.004, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.0934, loss: 2.0934, grad_norm: 3.3426 2021-07-11 10:53:12,696 - mmaction - INFO - Epoch [170][160/1879] lr: 2.589e-02, eta: 1 day, 16:31:01, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7449, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.3412 2021-07-11 10:53:29,441 - mmaction - INFO - Epoch [170][180/1879] lr: 2.589e-02, eta: 1 day, 16:30:43, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.5266, top5_acc: 0.7520, loss_cls: 2.0780, loss: 2.0780, grad_norm: 3.3405 2021-07-11 10:53:46,507 - mmaction - INFO - Epoch [170][200/1879] lr: 2.589e-02, eta: 1 day, 16:30:24, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7480, loss_cls: 2.1306, loss: 2.1306, grad_norm: 3.3721 2021-07-11 10:54:03,435 - mmaction - INFO - Epoch [170][220/1879] lr: 2.589e-02, eta: 1 day, 16:30:06, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7418, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.4249 2021-07-11 10:54:20,715 - mmaction - INFO - Epoch [170][240/1879] lr: 2.589e-02, eta: 1 day, 16:29:48, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7449, loss_cls: 2.1408, loss: 2.1408, grad_norm: 3.4190 2021-07-11 10:54:37,625 - mmaction - INFO - Epoch [170][260/1879] lr: 2.589e-02, eta: 1 day, 16:29:29, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7406, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.4211 2021-07-11 10:54:54,660 - mmaction - INFO - Epoch [170][280/1879] lr: 2.589e-02, eta: 1 day, 16:29:11, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7328, loss_cls: 2.2014, loss: 2.2014, grad_norm: 3.3829 2021-07-11 10:55:11,659 - mmaction - INFO - Epoch [170][300/1879] lr: 2.589e-02, eta: 1 day, 16:28:53, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.4225 2021-07-11 10:55:28,839 - mmaction - INFO - Epoch [170][320/1879] lr: 2.589e-02, eta: 1 day, 16:28:35, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7418, loss_cls: 2.1132, loss: 2.1132, grad_norm: 3.3259 2021-07-11 10:55:45,655 - mmaction - INFO - Epoch [170][340/1879] lr: 2.589e-02, eta: 1 day, 16:28:16, time: 0.841, data_time: 0.002, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7340, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.3273 2021-07-11 10:56:02,625 - mmaction - INFO - Epoch [170][360/1879] lr: 2.589e-02, eta: 1 day, 16:27:58, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7277, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.3500 2021-07-11 10:56:19,452 - mmaction - INFO - Epoch [170][380/1879] lr: 2.589e-02, eta: 1 day, 16:27:39, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7434, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.4213 2021-07-11 10:56:36,619 - mmaction - INFO - Epoch [170][400/1879] lr: 2.589e-02, eta: 1 day, 16:27:21, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.3702 2021-07-11 10:56:53,326 - mmaction - INFO - Epoch [170][420/1879] lr: 2.589e-02, eta: 1 day, 16:27:03, time: 0.841, data_time: 0.007, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7277, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.3603 2021-07-11 10:57:10,521 - mmaction - INFO - Epoch [170][440/1879] lr: 2.589e-02, eta: 1 day, 16:26:45, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7332, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.3344 2021-07-11 10:57:27,474 - mmaction - INFO - Epoch [170][460/1879] lr: 2.589e-02, eta: 1 day, 16:26:26, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7395, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.3352 2021-07-11 10:57:44,575 - mmaction - INFO - Epoch [170][480/1879] lr: 2.589e-02, eta: 1 day, 16:26:08, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5316, top5_acc: 0.7531, loss_cls: 2.0258, loss: 2.0258, grad_norm: 3.2217 2021-07-11 10:58:01,643 - mmaction - INFO - Epoch [170][500/1879] lr: 2.589e-02, eta: 1 day, 16:25:50, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7246, loss_cls: 2.2452, loss: 2.2452, grad_norm: 3.4538 2021-07-11 10:58:18,694 - mmaction - INFO - Epoch [170][520/1879] lr: 2.589e-02, eta: 1 day, 16:25:31, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7367, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.3742 2021-07-11 10:58:35,676 - mmaction - INFO - Epoch [170][540/1879] lr: 2.589e-02, eta: 1 day, 16:25:13, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7348, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.4106 2021-07-11 10:58:52,642 - mmaction - INFO - Epoch [170][560/1879] lr: 2.589e-02, eta: 1 day, 16:24:55, time: 0.849, data_time: 0.006, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7477, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.3056 2021-07-11 10:59:09,807 - mmaction - INFO - Epoch [170][580/1879] lr: 2.589e-02, eta: 1 day, 16:24:37, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7387, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.3340 2021-07-11 10:59:26,742 - mmaction - INFO - Epoch [170][600/1879] lr: 2.589e-02, eta: 1 day, 16:24:18, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7383, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.3866 2021-07-11 10:59:43,725 - mmaction - INFO - Epoch [170][620/1879] lr: 2.589e-02, eta: 1 day, 16:24:00, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7406, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.3635 2021-07-11 11:00:00,678 - mmaction - INFO - Epoch [170][640/1879] lr: 2.589e-02, eta: 1 day, 16:23:42, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.5129, top5_acc: 0.7406, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.3636 2021-07-11 11:00:17,627 - mmaction - INFO - Epoch [170][660/1879] lr: 2.589e-02, eta: 1 day, 16:23:23, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7387, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.3579 2021-07-11 11:00:34,682 - mmaction - INFO - Epoch [170][680/1879] lr: 2.589e-02, eta: 1 day, 16:23:05, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7418, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.3713 2021-07-11 11:00:51,826 - mmaction - INFO - Epoch [170][700/1879] lr: 2.589e-02, eta: 1 day, 16:22:47, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7438, loss_cls: 2.1414, loss: 2.1414, grad_norm: 3.4037 2021-07-11 11:01:08,986 - mmaction - INFO - Epoch [170][720/1879] lr: 2.589e-02, eta: 1 day, 16:22:29, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7387, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.4416 2021-07-11 11:01:26,067 - mmaction - INFO - Epoch [170][740/1879] lr: 2.589e-02, eta: 1 day, 16:22:10, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.3987 2021-07-11 11:01:43,269 - mmaction - INFO - Epoch [170][760/1879] lr: 2.589e-02, eta: 1 day, 16:21:52, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5301, top5_acc: 0.7555, loss_cls: 2.1005, loss: 2.1005, grad_norm: 3.3812 2021-07-11 11:02:00,350 - mmaction - INFO - Epoch [170][780/1879] lr: 2.589e-02, eta: 1 day, 16:21:34, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7230, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.4709 2021-07-11 11:02:17,430 - mmaction - INFO - Epoch [170][800/1879] lr: 2.589e-02, eta: 1 day, 16:21:16, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7277, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.3500 2021-07-11 11:02:34,608 - mmaction - INFO - Epoch [170][820/1879] lr: 2.589e-02, eta: 1 day, 16:20:57, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.4121 2021-07-11 11:02:51,698 - mmaction - INFO - Epoch [170][840/1879] lr: 2.589e-02, eta: 1 day, 16:20:39, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7340, loss_cls: 2.2207, loss: 2.2207, grad_norm: 3.4468 2021-07-11 11:03:08,829 - mmaction - INFO - Epoch [170][860/1879] lr: 2.589e-02, eta: 1 day, 16:20:21, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.3182 2021-07-11 11:03:25,839 - mmaction - INFO - Epoch [170][880/1879] lr: 2.589e-02, eta: 1 day, 16:20:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7406, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.4111 2021-07-11 11:03:43,077 - mmaction - INFO - Epoch [170][900/1879] lr: 2.589e-02, eta: 1 day, 16:19:44, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7371, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.3478 2021-07-11 11:04:00,300 - mmaction - INFO - Epoch [170][920/1879] lr: 2.589e-02, eta: 1 day, 16:19:26, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7461, loss_cls: 2.0681, loss: 2.0681, grad_norm: 3.2325 2021-07-11 11:04:17,250 - mmaction - INFO - Epoch [170][940/1879] lr: 2.589e-02, eta: 1 day, 16:19:08, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7398, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.3786 2021-07-11 11:04:34,474 - mmaction - INFO - Epoch [170][960/1879] lr: 2.589e-02, eta: 1 day, 16:18:50, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7359, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.4079 2021-07-11 11:04:51,615 - mmaction - INFO - Epoch [170][980/1879] lr: 2.589e-02, eta: 1 day, 16:18:31, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4816, top5_acc: 0.7203, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.3884 2021-07-11 11:05:09,085 - mmaction - INFO - Epoch [170][1000/1879] lr: 2.589e-02, eta: 1 day, 16:18:13, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7598, loss_cls: 2.0814, loss: 2.0814, grad_norm: 3.2650 2021-07-11 11:05:26,148 - mmaction - INFO - Epoch [170][1020/1879] lr: 2.589e-02, eta: 1 day, 16:17:55, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.3592 2021-07-11 11:05:43,217 - mmaction - INFO - Epoch [170][1040/1879] lr: 2.589e-02, eta: 1 day, 16:17:37, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7234, loss_cls: 2.1996, loss: 2.1996, grad_norm: 3.3634 2021-07-11 11:06:00,414 - mmaction - INFO - Epoch [170][1060/1879] lr: 2.589e-02, eta: 1 day, 16:17:19, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.3785 2021-07-11 11:06:17,483 - mmaction - INFO - Epoch [170][1080/1879] lr: 2.589e-02, eta: 1 day, 16:17:00, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.4356 2021-07-11 11:06:34,852 - mmaction - INFO - Epoch [170][1100/1879] lr: 2.589e-02, eta: 1 day, 16:16:42, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7371, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.3750 2021-07-11 11:06:51,924 - mmaction - INFO - Epoch [170][1120/1879] lr: 2.589e-02, eta: 1 day, 16:16:24, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.3027 2021-07-11 11:07:09,070 - mmaction - INFO - Epoch [170][1140/1879] lr: 2.589e-02, eta: 1 day, 16:16:06, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7395, loss_cls: 2.1674, loss: 2.1674, grad_norm: 3.3715 2021-07-11 11:07:26,199 - mmaction - INFO - Epoch [170][1160/1879] lr: 2.589e-02, eta: 1 day, 16:15:48, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7355, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.4166 2021-07-11 11:07:43,077 - mmaction - INFO - Epoch [170][1180/1879] lr: 2.589e-02, eta: 1 day, 16:15:29, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.3735 2021-07-11 11:08:00,073 - mmaction - INFO - Epoch [170][1200/1879] lr: 2.589e-02, eta: 1 day, 16:15:11, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7332, loss_cls: 2.1743, loss: 2.1743, grad_norm: 3.3360 2021-07-11 11:08:17,095 - mmaction - INFO - Epoch [170][1220/1879] lr: 2.589e-02, eta: 1 day, 16:14:53, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7363, loss_cls: 2.1461, loss: 2.1461, grad_norm: 3.4282 2021-07-11 11:08:33,914 - mmaction - INFO - Epoch [170][1240/1879] lr: 2.589e-02, eta: 1 day, 16:14:34, time: 0.838, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7270, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.3915 2021-07-11 11:08:51,081 - mmaction - INFO - Epoch [170][1260/1879] lr: 2.589e-02, eta: 1 day, 16:14:16, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7363, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.3992 2021-07-11 11:09:08,274 - mmaction - INFO - Epoch [170][1280/1879] lr: 2.589e-02, eta: 1 day, 16:13:58, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7391, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.3416 2021-07-11 11:09:25,435 - mmaction - INFO - Epoch [170][1300/1879] lr: 2.589e-02, eta: 1 day, 16:13:40, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.4589 2021-07-11 11:09:42,594 - mmaction - INFO - Epoch [170][1320/1879] lr: 2.589e-02, eta: 1 day, 16:13:21, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4973, top5_acc: 0.7312, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.4219 2021-07-11 11:09:59,510 - mmaction - INFO - Epoch [170][1340/1879] lr: 2.589e-02, eta: 1 day, 16:13:03, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7246, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.3523 2021-07-11 11:10:16,666 - mmaction - INFO - Epoch [170][1360/1879] lr: 2.589e-02, eta: 1 day, 16:12:45, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.4005 2021-07-11 11:10:33,784 - mmaction - INFO - Epoch [170][1380/1879] lr: 2.589e-02, eta: 1 day, 16:12:27, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7426, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.3621 2021-07-11 11:10:50,915 - mmaction - INFO - Epoch [170][1400/1879] lr: 2.589e-02, eta: 1 day, 16:12:08, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7418, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.3261 2021-07-11 11:11:08,067 - mmaction - INFO - Epoch [170][1420/1879] lr: 2.589e-02, eta: 1 day, 16:11:50, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7387, loss_cls: 2.1834, loss: 2.1834, grad_norm: 3.3851 2021-07-11 11:11:25,198 - mmaction - INFO - Epoch [170][1440/1879] lr: 2.589e-02, eta: 1 day, 16:11:32, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7371, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.4115 2021-07-11 11:11:42,373 - mmaction - INFO - Epoch [170][1460/1879] lr: 2.589e-02, eta: 1 day, 16:11:14, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7477, loss_cls: 2.1017, loss: 2.1017, grad_norm: 3.3282 2021-07-11 11:11:59,563 - mmaction - INFO - Epoch [170][1480/1879] lr: 2.589e-02, eta: 1 day, 16:10:56, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7367, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.4360 2021-07-11 11:12:16,754 - mmaction - INFO - Epoch [170][1500/1879] lr: 2.589e-02, eta: 1 day, 16:10:37, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.4076 2021-07-11 11:12:33,724 - mmaction - INFO - Epoch [170][1520/1879] lr: 2.589e-02, eta: 1 day, 16:10:19, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7410, loss_cls: 2.1670, loss: 2.1670, grad_norm: 3.4628 2021-07-11 11:12:50,944 - mmaction - INFO - Epoch [170][1540/1879] lr: 2.589e-02, eta: 1 day, 16:10:01, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7293, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.3926 2021-07-11 11:13:08,287 - mmaction - INFO - Epoch [170][1560/1879] lr: 2.589e-02, eta: 1 day, 16:09:43, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7312, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.4253 2021-07-11 11:13:25,439 - mmaction - INFO - Epoch [170][1580/1879] lr: 2.589e-02, eta: 1 day, 16:09:25, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7176, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.4094 2021-07-11 11:13:42,766 - mmaction - INFO - Epoch [170][1600/1879] lr: 2.589e-02, eta: 1 day, 16:09:06, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7305, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.3185 2021-07-11 11:14:00,045 - mmaction - INFO - Epoch [170][1620/1879] lr: 2.589e-02, eta: 1 day, 16:08:48, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7410, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.3033 2021-07-11 11:14:17,003 - mmaction - INFO - Epoch [170][1640/1879] lr: 2.589e-02, eta: 1 day, 16:08:30, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7348, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.3992 2021-07-11 11:14:34,204 - mmaction - INFO - Epoch [170][1660/1879] lr: 2.589e-02, eta: 1 day, 16:08:12, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7371, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.4789 2021-07-11 11:14:51,236 - mmaction - INFO - Epoch [170][1680/1879] lr: 2.589e-02, eta: 1 day, 16:07:53, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7395, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.3852 2021-07-11 11:15:08,224 - mmaction - INFO - Epoch [170][1700/1879] lr: 2.589e-02, eta: 1 day, 16:07:35, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7434, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.4429 2021-07-11 11:15:25,381 - mmaction - INFO - Epoch [170][1720/1879] lr: 2.589e-02, eta: 1 day, 16:07:17, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.4168 2021-07-11 11:15:42,269 - mmaction - INFO - Epoch [170][1740/1879] lr: 2.589e-02, eta: 1 day, 16:06:59, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7488, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.4306 2021-07-11 11:15:59,416 - mmaction - INFO - Epoch [170][1760/1879] lr: 2.589e-02, eta: 1 day, 16:06:40, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7289, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.3254 2021-07-11 11:16:16,480 - mmaction - INFO - Epoch [170][1780/1879] lr: 2.589e-02, eta: 1 day, 16:06:22, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7359, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.3022 2021-07-11 11:16:33,334 - mmaction - INFO - Epoch [170][1800/1879] lr: 2.589e-02, eta: 1 day, 16:06:04, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7379, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.4061 2021-07-11 11:16:50,584 - mmaction - INFO - Epoch [170][1820/1879] lr: 2.589e-02, eta: 1 day, 16:05:46, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4855, top5_acc: 0.7141, loss_cls: 2.3064, loss: 2.3064, grad_norm: 3.5398 2021-07-11 11:17:07,618 - mmaction - INFO - Epoch [170][1840/1879] lr: 2.589e-02, eta: 1 day, 16:05:27, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7191, loss_cls: 2.2514, loss: 2.2514, grad_norm: 3.4282 2021-07-11 11:17:24,582 - mmaction - INFO - Epoch [170][1860/1879] lr: 2.589e-02, eta: 1 day, 16:05:09, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7340, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.3602 2021-07-11 11:17:52,022 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 11:17:52,032 - mmaction - INFO - 106 BN found 2021-07-11 11:22:29,458 - mmaction - INFO - BN stats updated 2021-07-11 11:26:03,528 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-11 11:26:04,528 - mmaction - INFO - top1_acc 0.5857 top5_acc 0.8158 2021-07-11 11:26:04,528 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-11 11:26:04,585 - mmaction - INFO - mean_acc 0.5856 2021-07-11 11:26:05,971 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_170.pth. 2021-07-11 11:26:05,972 - mmaction - INFO - Best top1_acc is 0.5857 at 170 epoch. 2021-07-11 11:26:05,978 - mmaction - INFO - Epoch(val) [170][155] top1_acc: 0.5857, top5_acc: 0.8158, mean_class_accuracy: 0.5856 2021-07-11 11:27:36,595 - mmaction - INFO - Epoch [171][20/1879] lr: 2.536e-02, eta: 1 day, 16:05:02, time: 4.528, data_time: 3.528, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.3928 2021-07-11 11:27:53,028 - mmaction - INFO - Epoch [171][40/1879] lr: 2.536e-02, eta: 1 day, 16:04:44, time: 0.823, data_time: 0.008, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7297, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.4999 2021-07-11 11:28:09,524 - mmaction - INFO - Epoch [171][60/1879] lr: 2.536e-02, eta: 1 day, 16:04:25, time: 0.825, data_time: 0.001, memory: 6462, top1_acc: 0.5277, top5_acc: 0.7594, loss_cls: 2.0322, loss: 2.0322, grad_norm: 3.3614 2021-07-11 11:28:26,228 - mmaction - INFO - Epoch [171][80/1879] lr: 2.536e-02, eta: 1 day, 16:04:07, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.4096 2021-07-11 11:28:42,758 - mmaction - INFO - Epoch [171][100/1879] lr: 2.536e-02, eta: 1 day, 16:03:48, time: 0.828, data_time: 0.005, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7320, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.3502 2021-07-11 11:28:59,546 - mmaction - INFO - Epoch [171][120/1879] lr: 2.536e-02, eta: 1 day, 16:03:30, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7480, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.3495 2021-07-11 11:29:16,177 - mmaction - INFO - Epoch [171][140/1879] lr: 2.536e-02, eta: 1 day, 16:03:11, time: 0.831, data_time: 0.002, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.4651 2021-07-11 11:29:32,867 - mmaction - INFO - Epoch [171][160/1879] lr: 2.536e-02, eta: 1 day, 16:02:53, time: 0.831, data_time: 0.005, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7367, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.4365 2021-07-11 11:29:49,606 - mmaction - INFO - Epoch [171][180/1879] lr: 2.536e-02, eta: 1 day, 16:02:34, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7332, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.3600 2021-07-11 11:30:06,604 - mmaction - INFO - Epoch [171][200/1879] lr: 2.536e-02, eta: 1 day, 16:02:16, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7527, loss_cls: 2.1162, loss: 2.1162, grad_norm: 3.4438 2021-07-11 11:30:23,519 - mmaction - INFO - Epoch [171][220/1879] lr: 2.536e-02, eta: 1 day, 16:01:58, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.4247 2021-07-11 11:30:40,653 - mmaction - INFO - Epoch [171][240/1879] lr: 2.536e-02, eta: 1 day, 16:01:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7484, loss_cls: 2.1028, loss: 2.1028, grad_norm: 3.3377 2021-07-11 11:30:57,700 - mmaction - INFO - Epoch [171][260/1879] lr: 2.536e-02, eta: 1 day, 16:01:21, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.5199, top5_acc: 0.7523, loss_cls: 2.0728, loss: 2.0728, grad_norm: 3.3175 2021-07-11 11:31:14,831 - mmaction - INFO - Epoch [171][280/1879] lr: 2.536e-02, eta: 1 day, 16:01:03, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7520, loss_cls: 2.0878, loss: 2.0878, grad_norm: 3.3769 2021-07-11 11:31:31,857 - mmaction - INFO - Epoch [171][300/1879] lr: 2.536e-02, eta: 1 day, 16:00:45, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7473, loss_cls: 2.1012, loss: 2.1012, grad_norm: 3.3623 2021-07-11 11:31:49,023 - mmaction - INFO - Epoch [171][320/1879] lr: 2.536e-02, eta: 1 day, 16:00:27, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7340, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.4557 2021-07-11 11:32:06,202 - mmaction - INFO - Epoch [171][340/1879] lr: 2.536e-02, eta: 1 day, 16:00:08, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7277, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.4194 2021-07-11 11:32:23,240 - mmaction - INFO - Epoch [171][360/1879] lr: 2.536e-02, eta: 1 day, 15:59:50, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7457, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.3854 2021-07-11 11:32:40,342 - mmaction - INFO - Epoch [171][380/1879] lr: 2.536e-02, eta: 1 day, 15:59:32, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7340, loss_cls: 2.1681, loss: 2.1681, grad_norm: 3.5359 2021-07-11 11:32:57,595 - mmaction - INFO - Epoch [171][400/1879] lr: 2.536e-02, eta: 1 day, 15:59:14, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7289, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.4081 2021-07-11 11:33:14,628 - mmaction - INFO - Epoch [171][420/1879] lr: 2.536e-02, eta: 1 day, 15:58:55, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7457, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.4570 2021-07-11 11:33:31,845 - mmaction - INFO - Epoch [171][440/1879] lr: 2.536e-02, eta: 1 day, 15:58:37, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7457, loss_cls: 2.1333, loss: 2.1333, grad_norm: 3.4779 2021-07-11 11:33:49,021 - mmaction - INFO - Epoch [171][460/1879] lr: 2.536e-02, eta: 1 day, 15:58:19, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.4232 2021-07-11 11:34:06,299 - mmaction - INFO - Epoch [171][480/1879] lr: 2.536e-02, eta: 1 day, 15:58:01, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7242, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.4299 2021-07-11 11:34:23,371 - mmaction - INFO - Epoch [171][500/1879] lr: 2.536e-02, eta: 1 day, 15:57:43, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7469, loss_cls: 2.1040, loss: 2.1040, grad_norm: 3.3552 2021-07-11 11:34:40,490 - mmaction - INFO - Epoch [171][520/1879] lr: 2.536e-02, eta: 1 day, 15:57:24, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7520, loss_cls: 2.0961, loss: 2.0961, grad_norm: 3.3577 2021-07-11 11:34:57,630 - mmaction - INFO - Epoch [171][540/1879] lr: 2.536e-02, eta: 1 day, 15:57:06, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7258, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.4170 2021-07-11 11:35:14,694 - mmaction - INFO - Epoch [171][560/1879] lr: 2.536e-02, eta: 1 day, 15:56:48, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7312, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.4544 2021-07-11 11:35:31,756 - mmaction - INFO - Epoch [171][580/1879] lr: 2.536e-02, eta: 1 day, 15:56:30, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7574, loss_cls: 2.1041, loss: 2.1041, grad_norm: 3.3737 2021-07-11 11:35:48,973 - mmaction - INFO - Epoch [171][600/1879] lr: 2.536e-02, eta: 1 day, 15:56:11, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7371, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.4829 2021-07-11 11:36:05,950 - mmaction - INFO - Epoch [171][620/1879] lr: 2.536e-02, eta: 1 day, 15:55:53, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7363, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.3746 2021-07-11 11:36:23,143 - mmaction - INFO - Epoch [171][640/1879] lr: 2.536e-02, eta: 1 day, 15:55:35, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7309, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.3207 2021-07-11 11:36:40,552 - mmaction - INFO - Epoch [171][660/1879] lr: 2.536e-02, eta: 1 day, 15:55:17, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7406, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.3684 2021-07-11 11:36:57,415 - mmaction - INFO - Epoch [171][680/1879] lr: 2.536e-02, eta: 1 day, 15:54:58, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7355, loss_cls: 2.1751, loss: 2.1751, grad_norm: 3.3773 2021-07-11 11:37:14,464 - mmaction - INFO - Epoch [171][700/1879] lr: 2.536e-02, eta: 1 day, 15:54:40, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.4254 2021-07-11 11:37:31,485 - mmaction - INFO - Epoch [171][720/1879] lr: 2.536e-02, eta: 1 day, 15:54:22, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.4929 2021-07-11 11:37:48,696 - mmaction - INFO - Epoch [171][740/1879] lr: 2.536e-02, eta: 1 day, 15:54:04, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7234, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.5092 2021-07-11 11:38:05,666 - mmaction - INFO - Epoch [171][760/1879] lr: 2.536e-02, eta: 1 day, 15:53:45, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.4356 2021-07-11 11:38:22,812 - mmaction - INFO - Epoch [171][780/1879] lr: 2.536e-02, eta: 1 day, 15:53:27, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7383, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.4033 2021-07-11 11:38:39,637 - mmaction - INFO - Epoch [171][800/1879] lr: 2.536e-02, eta: 1 day, 15:53:09, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1495, loss: 2.1495, grad_norm: 3.3486 2021-07-11 11:38:56,895 - mmaction - INFO - Epoch [171][820/1879] lr: 2.536e-02, eta: 1 day, 15:52:51, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.4243 2021-07-11 11:39:14,059 - mmaction - INFO - Epoch [171][840/1879] lr: 2.536e-02, eta: 1 day, 15:52:32, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7379, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.3916 2021-07-11 11:39:31,206 - mmaction - INFO - Epoch [171][860/1879] lr: 2.536e-02, eta: 1 day, 15:52:14, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5129, top5_acc: 0.7352, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.3085 2021-07-11 11:39:48,239 - mmaction - INFO - Epoch [171][880/1879] lr: 2.536e-02, eta: 1 day, 15:51:56, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5219, top5_acc: 0.7367, loss_cls: 2.1189, loss: 2.1189, grad_norm: 3.2536 2021-07-11 11:40:05,361 - mmaction - INFO - Epoch [171][900/1879] lr: 2.536e-02, eta: 1 day, 15:51:38, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7355, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.4568 2021-07-11 11:40:22,343 - mmaction - INFO - Epoch [171][920/1879] lr: 2.536e-02, eta: 1 day, 15:51:19, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7395, loss_cls: 2.1293, loss: 2.1293, grad_norm: 3.3456 2021-07-11 11:40:39,427 - mmaction - INFO - Epoch [171][940/1879] lr: 2.536e-02, eta: 1 day, 15:51:01, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7219, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.3691 2021-07-11 11:40:56,480 - mmaction - INFO - Epoch [171][960/1879] lr: 2.536e-02, eta: 1 day, 15:50:43, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.5215, top5_acc: 0.7480, loss_cls: 2.1033, loss: 2.1033, grad_norm: 3.3400 2021-07-11 11:41:13,631 - mmaction - INFO - Epoch [171][980/1879] lr: 2.536e-02, eta: 1 day, 15:50:25, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.3901 2021-07-11 11:41:30,611 - mmaction - INFO - Epoch [171][1000/1879] lr: 2.536e-02, eta: 1 day, 15:50:06, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7395, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.3949 2021-07-11 11:41:47,900 - mmaction - INFO - Epoch [171][1020/1879] lr: 2.536e-02, eta: 1 day, 15:49:48, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7262, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.3818 2021-07-11 11:42:04,837 - mmaction - INFO - Epoch [171][1040/1879] lr: 2.536e-02, eta: 1 day, 15:49:30, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7270, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.3315 2021-07-11 11:42:22,039 - mmaction - INFO - Epoch [171][1060/1879] lr: 2.536e-02, eta: 1 day, 15:49:12, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5242, top5_acc: 0.7402, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.3290 2021-07-11 11:42:39,012 - mmaction - INFO - Epoch [171][1080/1879] lr: 2.536e-02, eta: 1 day, 15:48:53, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7410, loss_cls: 2.1598, loss: 2.1598, grad_norm: 3.4270 2021-07-11 11:42:56,065 - mmaction - INFO - Epoch [171][1100/1879] lr: 2.536e-02, eta: 1 day, 15:48:35, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.4373 2021-07-11 11:43:13,176 - mmaction - INFO - Epoch [171][1120/1879] lr: 2.536e-02, eta: 1 day, 15:48:17, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.0936, loss: 2.0936, grad_norm: 3.3252 2021-07-11 11:43:30,268 - mmaction - INFO - Epoch [171][1140/1879] lr: 2.536e-02, eta: 1 day, 15:47:59, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7316, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.3967 2021-07-11 11:43:47,442 - mmaction - INFO - Epoch [171][1160/1879] lr: 2.536e-02, eta: 1 day, 15:47:41, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7430, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.4015 2021-07-11 11:44:04,487 - mmaction - INFO - Epoch [171][1180/1879] lr: 2.536e-02, eta: 1 day, 15:47:22, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7434, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.4014 2021-07-11 11:44:21,408 - mmaction - INFO - Epoch [171][1200/1879] lr: 2.536e-02, eta: 1 day, 15:47:04, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7559, loss_cls: 2.1059, loss: 2.1059, grad_norm: 3.3409 2021-07-11 11:44:38,500 - mmaction - INFO - Epoch [171][1220/1879] lr: 2.536e-02, eta: 1 day, 15:46:46, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7422, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.5059 2021-07-11 11:44:55,498 - mmaction - INFO - Epoch [171][1240/1879] lr: 2.536e-02, eta: 1 day, 15:46:27, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7363, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.3550 2021-07-11 11:45:12,626 - mmaction - INFO - Epoch [171][1260/1879] lr: 2.536e-02, eta: 1 day, 15:46:09, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7418, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.3937 2021-07-11 11:45:29,575 - mmaction - INFO - Epoch [171][1280/1879] lr: 2.536e-02, eta: 1 day, 15:45:51, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.4591 2021-07-11 11:45:46,823 - mmaction - INFO - Epoch [171][1300/1879] lr: 2.536e-02, eta: 1 day, 15:45:33, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7305, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.4093 2021-07-11 11:46:03,955 - mmaction - INFO - Epoch [171][1320/1879] lr: 2.536e-02, eta: 1 day, 15:45:14, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7285, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.4241 2021-07-11 11:46:20,969 - mmaction - INFO - Epoch [171][1340/1879] lr: 2.536e-02, eta: 1 day, 15:44:56, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7395, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.3676 2021-07-11 11:46:38,099 - mmaction - INFO - Epoch [171][1360/1879] lr: 2.536e-02, eta: 1 day, 15:44:38, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7289, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.4024 2021-07-11 11:46:55,004 - mmaction - INFO - Epoch [171][1380/1879] lr: 2.536e-02, eta: 1 day, 15:44:20, time: 0.850, data_time: 0.009, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.3770 2021-07-11 11:47:11,976 - mmaction - INFO - Epoch [171][1400/1879] lr: 2.536e-02, eta: 1 day, 15:44:01, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7355, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.3786 2021-07-11 11:47:29,079 - mmaction - INFO - Epoch [171][1420/1879] lr: 2.536e-02, eta: 1 day, 15:43:43, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.5090 2021-07-11 11:47:46,429 - mmaction - INFO - Epoch [171][1440/1879] lr: 2.536e-02, eta: 1 day, 15:43:25, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.4154 2021-07-11 11:48:03,402 - mmaction - INFO - Epoch [171][1460/1879] lr: 2.536e-02, eta: 1 day, 15:43:07, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7457, loss_cls: 2.1890, loss: 2.1890, grad_norm: 3.4543 2021-07-11 11:48:20,473 - mmaction - INFO - Epoch [171][1480/1879] lr: 2.536e-02, eta: 1 day, 15:42:48, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7379, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.4353 2021-07-11 11:48:37,609 - mmaction - INFO - Epoch [171][1500/1879] lr: 2.536e-02, eta: 1 day, 15:42:30, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7320, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.4510 2021-07-11 11:48:54,633 - mmaction - INFO - Epoch [171][1520/1879] lr: 2.536e-02, eta: 1 day, 15:42:12, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.5219, top5_acc: 0.7520, loss_cls: 2.0999, loss: 2.0999, grad_norm: 3.3552 2021-07-11 11:49:11,830 - mmaction - INFO - Epoch [171][1540/1879] lr: 2.536e-02, eta: 1 day, 15:41:54, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7320, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.3845 2021-07-11 11:49:28,888 - mmaction - INFO - Epoch [171][1560/1879] lr: 2.536e-02, eta: 1 day, 15:41:35, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7426, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.4382 2021-07-11 11:49:46,001 - mmaction - INFO - Epoch [171][1580/1879] lr: 2.536e-02, eta: 1 day, 15:41:17, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7359, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.4345 2021-07-11 11:50:03,084 - mmaction - INFO - Epoch [171][1600/1879] lr: 2.536e-02, eta: 1 day, 15:40:59, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7160, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.4638 2021-07-11 11:50:20,179 - mmaction - INFO - Epoch [171][1620/1879] lr: 2.536e-02, eta: 1 day, 15:40:41, time: 0.853, data_time: 0.000, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7309, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.3070 2021-07-11 11:50:37,289 - mmaction - INFO - Epoch [171][1640/1879] lr: 2.536e-02, eta: 1 day, 15:40:23, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1333, loss: 2.1333, grad_norm: 3.4062 2021-07-11 11:50:54,265 - mmaction - INFO - Epoch [171][1660/1879] lr: 2.536e-02, eta: 1 day, 15:40:04, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.3762 2021-07-11 11:51:11,284 - mmaction - INFO - Epoch [171][1680/1879] lr: 2.536e-02, eta: 1 day, 15:39:46, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7320, loss_cls: 2.1589, loss: 2.1589, grad_norm: 3.4335 2021-07-11 11:51:28,221 - mmaction - INFO - Epoch [171][1700/1879] lr: 2.536e-02, eta: 1 day, 15:39:28, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7477, loss_cls: 2.1018, loss: 2.1018, grad_norm: 3.3901 2021-07-11 11:51:45,275 - mmaction - INFO - Epoch [171][1720/1879] lr: 2.536e-02, eta: 1 day, 15:39:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7230, loss_cls: 2.2214, loss: 2.2214, grad_norm: 3.4291 2021-07-11 11:52:02,366 - mmaction - INFO - Epoch [171][1740/1879] lr: 2.536e-02, eta: 1 day, 15:38:51, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7387, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.5033 2021-07-11 11:52:19,488 - mmaction - INFO - Epoch [171][1760/1879] lr: 2.536e-02, eta: 1 day, 15:38:33, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7309, loss_cls: 2.1494, loss: 2.1494, grad_norm: 3.4128 2021-07-11 11:52:36,461 - mmaction - INFO - Epoch [171][1780/1879] lr: 2.536e-02, eta: 1 day, 15:38:15, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7387, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.3858 2021-07-11 11:52:53,781 - mmaction - INFO - Epoch [171][1800/1879] lr: 2.536e-02, eta: 1 day, 15:37:56, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7434, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.4358 2021-07-11 11:53:10,834 - mmaction - INFO - Epoch [171][1820/1879] lr: 2.536e-02, eta: 1 day, 15:37:38, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7461, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.4718 2021-07-11 11:53:28,104 - mmaction - INFO - Epoch [171][1840/1879] lr: 2.536e-02, eta: 1 day, 15:37:20, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7238, loss_cls: 2.2322, loss: 2.2322, grad_norm: 3.4725 2021-07-11 11:53:45,094 - mmaction - INFO - Epoch [171][1860/1879] lr: 2.536e-02, eta: 1 day, 15:37:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7246, loss_cls: 2.2659, loss: 2.2659, grad_norm: 3.3897 2021-07-11 11:54:05,277 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 11:54:05,280 - mmaction - INFO - 106 BN found 2021-07-11 11:58:37,240 - mmaction - INFO - BN stats updated 2021-07-11 12:01:04,973 - mmaction - INFO - Epoch [172][20/1879] lr: 2.482e-02, eta: 1 day, 15:37:22, time: 7.279, data_time: 6.255, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7348, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.4234 2021-07-11 12:01:21,445 - mmaction - INFO - Epoch [172][40/1879] lr: 2.482e-02, eta: 1 day, 15:37:04, time: 0.826, data_time: 0.011, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7477, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.3930 2021-07-11 12:01:38,035 - mmaction - INFO - Epoch [172][60/1879] lr: 2.482e-02, eta: 1 day, 15:36:45, time: 0.832, data_time: 0.006, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7434, loss_cls: 2.0941, loss: 2.0941, grad_norm: 3.4015 2021-07-11 12:01:54,520 - mmaction - INFO - Epoch [172][80/1879] lr: 2.482e-02, eta: 1 day, 15:36:26, time: 0.821, data_time: 0.005, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7430, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.4341 2021-07-11 12:02:10,905 - mmaction - INFO - Epoch [172][100/1879] lr: 2.482e-02, eta: 1 day, 15:36:08, time: 0.824, data_time: 0.005, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7410, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.4568 2021-07-11 12:02:27,641 - mmaction - INFO - Epoch [172][120/1879] lr: 2.482e-02, eta: 1 day, 15:35:49, time: 0.835, data_time: 0.003, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7457, loss_cls: 2.1414, loss: 2.1414, grad_norm: 3.4162 2021-07-11 12:02:44,249 - mmaction - INFO - Epoch [172][140/1879] lr: 2.482e-02, eta: 1 day, 15:35:31, time: 0.832, data_time: 0.002, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7395, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.3551 2021-07-11 12:03:00,891 - mmaction - INFO - Epoch [172][160/1879] lr: 2.482e-02, eta: 1 day, 15:35:13, time: 0.832, data_time: 0.001, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7371, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.4596 2021-07-11 12:03:17,759 - mmaction - INFO - Epoch [172][180/1879] lr: 2.482e-02, eta: 1 day, 15:34:54, time: 0.840, data_time: 0.001, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1120, loss: 2.1120, grad_norm: 3.3610 2021-07-11 12:03:34,743 - mmaction - INFO - Epoch [172][200/1879] lr: 2.482e-02, eta: 1 day, 15:34:36, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.4800 2021-07-11 12:03:51,688 - mmaction - INFO - Epoch [172][220/1879] lr: 2.482e-02, eta: 1 day, 15:34:18, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.4350 2021-07-11 12:04:08,756 - mmaction - INFO - Epoch [172][240/1879] lr: 2.482e-02, eta: 1 day, 15:33:59, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7457, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.4187 2021-07-11 12:04:25,926 - mmaction - INFO - Epoch [172][260/1879] lr: 2.482e-02, eta: 1 day, 15:33:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.4129 2021-07-11 12:04:42,897 - mmaction - INFO - Epoch [172][280/1879] lr: 2.482e-02, eta: 1 day, 15:33:23, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7461, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.4662 2021-07-11 12:04:59,877 - mmaction - INFO - Epoch [172][300/1879] lr: 2.482e-02, eta: 1 day, 15:33:04, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.4535 2021-07-11 12:05:16,902 - mmaction - INFO - Epoch [172][320/1879] lr: 2.482e-02, eta: 1 day, 15:32:46, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7277, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.4718 2021-07-11 12:05:34,020 - mmaction - INFO - Epoch [172][340/1879] lr: 2.482e-02, eta: 1 day, 15:32:28, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.4174 2021-07-11 12:05:50,801 - mmaction - INFO - Epoch [172][360/1879] lr: 2.482e-02, eta: 1 day, 15:32:10, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.1052, loss: 2.1052, grad_norm: 3.3465 2021-07-11 12:06:07,818 - mmaction - INFO - Epoch [172][380/1879] lr: 2.482e-02, eta: 1 day, 15:31:51, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7242, loss_cls: 2.2058, loss: 2.2058, grad_norm: 3.3974 2021-07-11 12:06:24,854 - mmaction - INFO - Epoch [172][400/1879] lr: 2.482e-02, eta: 1 day, 15:31:33, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5215, top5_acc: 0.7578, loss_cls: 2.0666, loss: 2.0666, grad_norm: 3.3343 2021-07-11 12:06:41,802 - mmaction - INFO - Epoch [172][420/1879] lr: 2.482e-02, eta: 1 day, 15:31:15, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0963, loss: 2.0963, grad_norm: 3.4133 2021-07-11 12:06:58,871 - mmaction - INFO - Epoch [172][440/1879] lr: 2.482e-02, eta: 1 day, 15:30:56, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7363, loss_cls: 2.1777, loss: 2.1777, grad_norm: 3.4626 2021-07-11 12:07:15,974 - mmaction - INFO - Epoch [172][460/1879] lr: 2.482e-02, eta: 1 day, 15:30:38, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5250, top5_acc: 0.7473, loss_cls: 2.1083, loss: 2.1083, grad_norm: 3.3998 2021-07-11 12:07:33,048 - mmaction - INFO - Epoch [172][480/1879] lr: 2.482e-02, eta: 1 day, 15:30:20, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1545, loss: 2.1545, grad_norm: 3.4170 2021-07-11 12:07:50,066 - mmaction - INFO - Epoch [172][500/1879] lr: 2.482e-02, eta: 1 day, 15:30:02, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7355, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.4249 2021-07-11 12:08:07,142 - mmaction - INFO - Epoch [172][520/1879] lr: 2.482e-02, eta: 1 day, 15:29:43, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7348, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.4434 2021-07-11 12:08:24,222 - mmaction - INFO - Epoch [172][540/1879] lr: 2.482e-02, eta: 1 day, 15:29:25, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5227, top5_acc: 0.7582, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.4439 2021-07-11 12:08:41,292 - mmaction - INFO - Epoch [172][560/1879] lr: 2.482e-02, eta: 1 day, 15:29:07, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7461, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.4548 2021-07-11 12:08:58,224 - mmaction - INFO - Epoch [172][580/1879] lr: 2.482e-02, eta: 1 day, 15:28:49, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.4511 2021-07-11 12:09:15,373 - mmaction - INFO - Epoch [172][600/1879] lr: 2.482e-02, eta: 1 day, 15:28:30, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.4333 2021-07-11 12:09:32,423 - mmaction - INFO - Epoch [172][620/1879] lr: 2.482e-02, eta: 1 day, 15:28:12, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7430, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.4870 2021-07-11 12:09:49,405 - mmaction - INFO - Epoch [172][640/1879] lr: 2.482e-02, eta: 1 day, 15:27:54, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7484, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.4107 2021-07-11 12:10:06,562 - mmaction - INFO - Epoch [172][660/1879] lr: 2.482e-02, eta: 1 day, 15:27:36, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0692, loss: 2.0692, grad_norm: 3.3484 2021-07-11 12:10:23,649 - mmaction - INFO - Epoch [172][680/1879] lr: 2.482e-02, eta: 1 day, 15:27:17, time: 0.855, data_time: 0.001, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7250, loss_cls: 2.2270, loss: 2.2270, grad_norm: 3.4260 2021-07-11 12:10:40,724 - mmaction - INFO - Epoch [172][700/1879] lr: 2.482e-02, eta: 1 day, 15:26:59, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7457, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.3414 2021-07-11 12:10:57,723 - mmaction - INFO - Epoch [172][720/1879] lr: 2.482e-02, eta: 1 day, 15:26:41, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7301, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.4261 2021-07-11 12:11:14,894 - mmaction - INFO - Epoch [172][740/1879] lr: 2.482e-02, eta: 1 day, 15:26:23, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7438, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.3824 2021-07-11 12:11:31,783 - mmaction - INFO - Epoch [172][760/1879] lr: 2.482e-02, eta: 1 day, 15:26:04, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.5219, top5_acc: 0.7504, loss_cls: 2.0682, loss: 2.0682, grad_norm: 3.3311 2021-07-11 12:11:48,893 - mmaction - INFO - Epoch [172][780/1879] lr: 2.482e-02, eta: 1 day, 15:25:46, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7293, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.4574 2021-07-11 12:12:05,866 - mmaction - INFO - Epoch [172][800/1879] lr: 2.482e-02, eta: 1 day, 15:25:28, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7379, loss_cls: 2.1489, loss: 2.1489, grad_norm: 3.4336 2021-07-11 12:12:23,064 - mmaction - INFO - Epoch [172][820/1879] lr: 2.482e-02, eta: 1 day, 15:25:09, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7430, loss_cls: 2.1305, loss: 2.1305, grad_norm: 3.4345 2021-07-11 12:12:40,099 - mmaction - INFO - Epoch [172][840/1879] lr: 2.482e-02, eta: 1 day, 15:24:51, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7324, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.5098 2021-07-11 12:12:57,164 - mmaction - INFO - Epoch [172][860/1879] lr: 2.482e-02, eta: 1 day, 15:24:33, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4918, top5_acc: 0.7352, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.4101 2021-07-11 12:13:14,341 - mmaction - INFO - Epoch [172][880/1879] lr: 2.482e-02, eta: 1 day, 15:24:15, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1913, loss: 2.1913, grad_norm: 3.4470 2021-07-11 12:13:31,252 - mmaction - INFO - Epoch [172][900/1879] lr: 2.482e-02, eta: 1 day, 15:23:56, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.4914, top5_acc: 0.7301, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.4826 2021-07-11 12:13:48,395 - mmaction - INFO - Epoch [172][920/1879] lr: 2.482e-02, eta: 1 day, 15:23:38, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7242, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.3288 2021-07-11 12:14:05,309 - mmaction - INFO - Epoch [172][940/1879] lr: 2.482e-02, eta: 1 day, 15:23:20, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.3706 2021-07-11 12:14:22,414 - mmaction - INFO - Epoch [172][960/1879] lr: 2.482e-02, eta: 1 day, 15:23:02, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1840, loss: 2.1840, grad_norm: 3.4376 2021-07-11 12:14:39,330 - mmaction - INFO - Epoch [172][980/1879] lr: 2.482e-02, eta: 1 day, 15:22:43, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7227, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.4863 2021-07-11 12:14:56,513 - mmaction - INFO - Epoch [172][1000/1879] lr: 2.482e-02, eta: 1 day, 15:22:25, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7195, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.4685 2021-07-11 12:15:13,540 - mmaction - INFO - Epoch [172][1020/1879] lr: 2.482e-02, eta: 1 day, 15:22:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7469, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.4167 2021-07-11 12:15:30,713 - mmaction - INFO - Epoch [172][1040/1879] lr: 2.482e-02, eta: 1 day, 15:21:49, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.4708 2021-07-11 12:15:47,679 - mmaction - INFO - Epoch [172][1060/1879] lr: 2.482e-02, eta: 1 day, 15:21:30, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.4526 2021-07-11 12:16:04,688 - mmaction - INFO - Epoch [172][1080/1879] lr: 2.482e-02, eta: 1 day, 15:21:12, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.5219, top5_acc: 0.7496, loss_cls: 2.0977, loss: 2.0977, grad_norm: 3.3913 2021-07-11 12:16:21,786 - mmaction - INFO - Epoch [172][1100/1879] lr: 2.482e-02, eta: 1 day, 15:20:54, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7477, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.4054 2021-07-11 12:16:38,762 - mmaction - INFO - Epoch [172][1120/1879] lr: 2.482e-02, eta: 1 day, 15:20:36, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.3664 2021-07-11 12:16:55,816 - mmaction - INFO - Epoch [172][1140/1879] lr: 2.482e-02, eta: 1 day, 15:20:17, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7246, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.3916 2021-07-11 12:17:12,876 - mmaction - INFO - Epoch [172][1160/1879] lr: 2.482e-02, eta: 1 day, 15:19:59, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7422, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.4686 2021-07-11 12:17:30,025 - mmaction - INFO - Epoch [172][1180/1879] lr: 2.482e-02, eta: 1 day, 15:19:41, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7465, loss_cls: 2.1159, loss: 2.1159, grad_norm: 3.4841 2021-07-11 12:17:47,069 - mmaction - INFO - Epoch [172][1200/1879] lr: 2.482e-02, eta: 1 day, 15:19:23, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7348, loss_cls: 2.1537, loss: 2.1537, grad_norm: 3.4750 2021-07-11 12:18:04,263 - mmaction - INFO - Epoch [172][1220/1879] lr: 2.482e-02, eta: 1 day, 15:19:04, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.5222 2021-07-11 12:18:21,364 - mmaction - INFO - Epoch [172][1240/1879] lr: 2.482e-02, eta: 1 day, 15:18:46, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7430, loss_cls: 2.1474, loss: 2.1474, grad_norm: 3.3822 2021-07-11 12:18:38,580 - mmaction - INFO - Epoch [172][1260/1879] lr: 2.482e-02, eta: 1 day, 15:18:28, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7488, loss_cls: 2.1104, loss: 2.1104, grad_norm: 3.3787 2021-07-11 12:18:55,542 - mmaction - INFO - Epoch [172][1280/1879] lr: 2.482e-02, eta: 1 day, 15:18:10, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4801, top5_acc: 0.7141, loss_cls: 2.2641, loss: 2.2641, grad_norm: 3.4586 2021-07-11 12:19:12,716 - mmaction - INFO - Epoch [172][1300/1879] lr: 2.482e-02, eta: 1 day, 15:17:51, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.4830 2021-07-11 12:19:29,896 - mmaction - INFO - Epoch [172][1320/1879] lr: 2.482e-02, eta: 1 day, 15:17:33, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7363, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.4399 2021-07-11 12:19:47,130 - mmaction - INFO - Epoch [172][1340/1879] lr: 2.482e-02, eta: 1 day, 15:17:15, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7246, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.5010 2021-07-11 12:20:04,116 - mmaction - INFO - Epoch [172][1360/1879] lr: 2.482e-02, eta: 1 day, 15:16:57, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7262, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.4829 2021-07-11 12:20:21,274 - mmaction - INFO - Epoch [172][1380/1879] lr: 2.482e-02, eta: 1 day, 15:16:39, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7312, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.4293 2021-07-11 12:20:38,501 - mmaction - INFO - Epoch [172][1400/1879] lr: 2.482e-02, eta: 1 day, 15:16:20, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.5223, top5_acc: 0.7512, loss_cls: 2.1196, loss: 2.1196, grad_norm: 3.4076 2021-07-11 12:20:55,462 - mmaction - INFO - Epoch [172][1420/1879] lr: 2.482e-02, eta: 1 day, 15:16:02, time: 0.849, data_time: 0.002, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7309, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.4052 2021-07-11 12:21:12,634 - mmaction - INFO - Epoch [172][1440/1879] lr: 2.482e-02, eta: 1 day, 15:15:44, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7254, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.4585 2021-07-11 12:21:29,682 - mmaction - INFO - Epoch [172][1460/1879] lr: 2.482e-02, eta: 1 day, 15:15:26, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1525, loss: 2.1525, grad_norm: 3.4123 2021-07-11 12:21:46,724 - mmaction - INFO - Epoch [172][1480/1879] lr: 2.482e-02, eta: 1 day, 15:15:07, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.4044 2021-07-11 12:22:03,720 - mmaction - INFO - Epoch [172][1500/1879] lr: 2.482e-02, eta: 1 day, 15:14:49, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1159, loss: 2.1159, grad_norm: 3.3358 2021-07-11 12:22:20,721 - mmaction - INFO - Epoch [172][1520/1879] lr: 2.482e-02, eta: 1 day, 15:14:31, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5332, top5_acc: 0.7535, loss_cls: 2.0717, loss: 2.0717, grad_norm: 3.4126 2021-07-11 12:22:37,589 - mmaction - INFO - Epoch [172][1540/1879] lr: 2.482e-02, eta: 1 day, 15:14:13, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.5246 2021-07-11 12:22:54,746 - mmaction - INFO - Epoch [172][1560/1879] lr: 2.482e-02, eta: 1 day, 15:13:54, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.4923 2021-07-11 12:23:11,831 - mmaction - INFO - Epoch [172][1580/1879] lr: 2.482e-02, eta: 1 day, 15:13:36, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7410, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.4756 2021-07-11 12:23:28,904 - mmaction - INFO - Epoch [172][1600/1879] lr: 2.482e-02, eta: 1 day, 15:13:18, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5180, top5_acc: 0.7434, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.4007 2021-07-11 12:23:45,814 - mmaction - INFO - Epoch [172][1620/1879] lr: 2.482e-02, eta: 1 day, 15:12:59, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7324, loss_cls: 2.1787, loss: 2.1787, grad_norm: 3.4014 2021-07-11 12:24:02,924 - mmaction - INFO - Epoch [172][1640/1879] lr: 2.482e-02, eta: 1 day, 15:12:41, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.4005 2021-07-11 12:24:19,972 - mmaction - INFO - Epoch [172][1660/1879] lr: 2.482e-02, eta: 1 day, 15:12:23, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.5630 2021-07-11 12:24:37,165 - mmaction - INFO - Epoch [172][1680/1879] lr: 2.482e-02, eta: 1 day, 15:12:05, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7480, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.4927 2021-07-11 12:24:54,218 - mmaction - INFO - Epoch [172][1700/1879] lr: 2.482e-02, eta: 1 day, 15:11:47, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7457, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.5234 2021-07-11 12:25:11,150 - mmaction - INFO - Epoch [172][1720/1879] lr: 2.482e-02, eta: 1 day, 15:11:28, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7156, loss_cls: 2.2637, loss: 2.2637, grad_norm: 3.5561 2021-07-11 12:25:28,200 - mmaction - INFO - Epoch [172][1740/1879] lr: 2.482e-02, eta: 1 day, 15:11:10, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.5215, top5_acc: 0.7621, loss_cls: 2.0532, loss: 2.0532, grad_norm: 3.4043 2021-07-11 12:25:45,215 - mmaction - INFO - Epoch [172][1760/1879] lr: 2.482e-02, eta: 1 day, 15:10:52, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7262, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.4484 2021-07-11 12:26:02,308 - mmaction - INFO - Epoch [172][1780/1879] lr: 2.482e-02, eta: 1 day, 15:10:33, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.5260 2021-07-11 12:26:19,516 - mmaction - INFO - Epoch [172][1800/1879] lr: 2.482e-02, eta: 1 day, 15:10:15, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.3855 2021-07-11 12:26:36,339 - mmaction - INFO - Epoch [172][1820/1879] lr: 2.482e-02, eta: 1 day, 15:09:57, time: 0.843, data_time: 0.003, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7418, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.4282 2021-07-11 12:26:53,412 - mmaction - INFO - Epoch [172][1840/1879] lr: 2.482e-02, eta: 1 day, 15:09:39, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7391, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.3308 2021-07-11 12:27:10,315 - mmaction - INFO - Epoch [172][1860/1879] lr: 2.482e-02, eta: 1 day, 15:09:20, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.4436 2021-07-11 12:27:41,028 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 12:27:41,033 - mmaction - INFO - 106 BN found 2021-07-11 12:32:12,716 - mmaction - INFO - BN stats updated 2021-07-11 12:32:14,735 - mmaction - INFO - Saving checkpoint at 172 epochs 2021-07-11 12:34:28,030 - mmaction - INFO - Epoch [173][20/1879] lr: 2.429e-02, eta: 1 day, 15:09:31, time: 6.365, data_time: 5.538, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7461, loss_cls: 2.0921, loss: 2.0921, grad_norm: 3.4229 2021-07-11 12:34:44,587 - mmaction - INFO - Epoch [173][40/1879] lr: 2.429e-02, eta: 1 day, 15:09:12, time: 0.828, data_time: 0.009, memory: 6462, top1_acc: 0.5223, top5_acc: 0.7406, loss_cls: 2.0992, loss: 2.0992, grad_norm: 3.4137 2021-07-11 12:35:01,082 - mmaction - INFO - Epoch [173][60/1879] lr: 2.429e-02, eta: 1 day, 15:08:54, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7395, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.4000 2021-07-11 12:35:17,770 - mmaction - INFO - Epoch [173][80/1879] lr: 2.429e-02, eta: 1 day, 15:08:35, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.5309, top5_acc: 0.7551, loss_cls: 2.0571, loss: 2.0571, grad_norm: 3.3783 2021-07-11 12:35:34,298 - mmaction - INFO - Epoch [173][100/1879] lr: 2.429e-02, eta: 1 day, 15:08:17, time: 0.828, data_time: 0.002, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7527, loss_cls: 2.0740, loss: 2.0740, grad_norm: 3.3947 2021-07-11 12:35:50,905 - mmaction - INFO - Epoch [173][120/1879] lr: 2.429e-02, eta: 1 day, 15:07:58, time: 0.829, data_time: 0.001, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7375, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.3959 2021-07-11 12:36:07,790 - mmaction - INFO - Epoch [173][140/1879] lr: 2.429e-02, eta: 1 day, 15:07:40, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0642, loss: 2.0642, grad_norm: 3.3827 2021-07-11 12:36:24,415 - mmaction - INFO - Epoch [173][160/1879] lr: 2.429e-02, eta: 1 day, 15:07:21, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1124, loss: 2.1124, grad_norm: 3.4911 2021-07-11 12:36:41,328 - mmaction - INFO - Epoch [173][180/1879] lr: 2.429e-02, eta: 1 day, 15:07:03, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7434, loss_cls: 2.1148, loss: 2.1148, grad_norm: 3.4580 2021-07-11 12:36:58,132 - mmaction - INFO - Epoch [173][200/1879] lr: 2.429e-02, eta: 1 day, 15:06:45, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.4957, top5_acc: 0.7430, loss_cls: 2.1598, loss: 2.1598, grad_norm: 3.4722 2021-07-11 12:37:15,199 - mmaction - INFO - Epoch [173][220/1879] lr: 2.429e-02, eta: 1 day, 15:06:26, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7379, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.4386 2021-07-11 12:37:31,844 - mmaction - INFO - Epoch [173][240/1879] lr: 2.429e-02, eta: 1 day, 15:06:08, time: 0.835, data_time: 0.004, memory: 6462, top1_acc: 0.5230, top5_acc: 0.7414, loss_cls: 2.1155, loss: 2.1155, grad_norm: 3.3860 2021-07-11 12:37:48,976 - mmaction - INFO - Epoch [173][260/1879] lr: 2.429e-02, eta: 1 day, 15:05:50, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5348, top5_acc: 0.7695, loss_cls: 2.0249, loss: 2.0249, grad_norm: 3.3969 2021-07-11 12:38:05,800 - mmaction - INFO - Epoch [173][280/1879] lr: 2.429e-02, eta: 1 day, 15:05:31, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.5184, top5_acc: 0.7465, loss_cls: 2.1088, loss: 2.1088, grad_norm: 3.4868 2021-07-11 12:38:22,694 - mmaction - INFO - Epoch [173][300/1879] lr: 2.429e-02, eta: 1 day, 15:05:13, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1132, loss: 2.1132, grad_norm: 3.5101 2021-07-11 12:38:39,577 - mmaction - INFO - Epoch [173][320/1879] lr: 2.429e-02, eta: 1 day, 15:04:55, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7293, loss_cls: 2.1928, loss: 2.1928, grad_norm: 3.4957 2021-07-11 12:38:56,636 - mmaction - INFO - Epoch [173][340/1879] lr: 2.429e-02, eta: 1 day, 15:04:36, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5258, top5_acc: 0.7473, loss_cls: 2.0870, loss: 2.0870, grad_norm: 3.4294 2021-07-11 12:39:13,410 - mmaction - INFO - Epoch [173][360/1879] lr: 2.429e-02, eta: 1 day, 15:04:18, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7336, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.4633 2021-07-11 12:39:30,362 - mmaction - INFO - Epoch [173][380/1879] lr: 2.429e-02, eta: 1 day, 15:04:00, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7363, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.4085 2021-07-11 12:39:47,484 - mmaction - INFO - Epoch [173][400/1879] lr: 2.429e-02, eta: 1 day, 15:03:42, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7445, loss_cls: 2.0975, loss: 2.0975, grad_norm: 3.4555 2021-07-11 12:40:04,462 - mmaction - INFO - Epoch [173][420/1879] lr: 2.429e-02, eta: 1 day, 15:03:23, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7371, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.4930 2021-07-11 12:40:21,552 - mmaction - INFO - Epoch [173][440/1879] lr: 2.429e-02, eta: 1 day, 15:03:05, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7395, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.5190 2021-07-11 12:40:38,707 - mmaction - INFO - Epoch [173][460/1879] lr: 2.429e-02, eta: 1 day, 15:02:47, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7496, loss_cls: 2.1285, loss: 2.1285, grad_norm: 3.4898 2021-07-11 12:40:55,891 - mmaction - INFO - Epoch [173][480/1879] lr: 2.429e-02, eta: 1 day, 15:02:29, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7559, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.4612 2021-07-11 12:41:13,022 - mmaction - INFO - Epoch [173][500/1879] lr: 2.429e-02, eta: 1 day, 15:02:10, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7395, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.4674 2021-07-11 12:41:29,972 - mmaction - INFO - Epoch [173][520/1879] lr: 2.429e-02, eta: 1 day, 15:01:52, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.5254, top5_acc: 0.7469, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.4011 2021-07-11 12:41:46,795 - mmaction - INFO - Epoch [173][540/1879] lr: 2.429e-02, eta: 1 day, 15:01:34, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7402, loss_cls: 2.1198, loss: 2.1198, grad_norm: 3.4241 2021-07-11 12:42:03,771 - mmaction - INFO - Epoch [173][560/1879] lr: 2.429e-02, eta: 1 day, 15:01:15, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4871, top5_acc: 0.7203, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.4901 2021-07-11 12:42:20,929 - mmaction - INFO - Epoch [173][580/1879] lr: 2.429e-02, eta: 1 day, 15:00:57, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7359, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.3651 2021-07-11 12:42:37,953 - mmaction - INFO - Epoch [173][600/1879] lr: 2.429e-02, eta: 1 day, 15:00:39, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.4252 2021-07-11 12:42:55,073 - mmaction - INFO - Epoch [173][620/1879] lr: 2.429e-02, eta: 1 day, 15:00:21, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5199, top5_acc: 0.7430, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.4013 2021-07-11 12:43:12,107 - mmaction - INFO - Epoch [173][640/1879] lr: 2.429e-02, eta: 1 day, 15:00:02, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7383, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.4607 2021-07-11 12:43:29,277 - mmaction - INFO - Epoch [173][660/1879] lr: 2.429e-02, eta: 1 day, 14:59:44, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1468, loss: 2.1468, grad_norm: 3.4498 2021-07-11 12:43:46,238 - mmaction - INFO - Epoch [173][680/1879] lr: 2.429e-02, eta: 1 day, 14:59:26, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0808, loss: 2.0808, grad_norm: 3.4061 2021-07-11 12:44:03,318 - mmaction - INFO - Epoch [173][700/1879] lr: 2.429e-02, eta: 1 day, 14:59:08, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7441, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.4894 2021-07-11 12:44:20,365 - mmaction - INFO - Epoch [173][720/1879] lr: 2.429e-02, eta: 1 day, 14:58:49, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7344, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.4516 2021-07-11 12:44:37,373 - mmaction - INFO - Epoch [173][740/1879] lr: 2.429e-02, eta: 1 day, 14:58:31, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7359, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.4396 2021-07-11 12:44:54,263 - mmaction - INFO - Epoch [173][760/1879] lr: 2.429e-02, eta: 1 day, 14:58:13, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7391, loss_cls: 2.1005, loss: 2.1005, grad_norm: 3.3461 2021-07-11 12:45:11,452 - mmaction - INFO - Epoch [173][780/1879] lr: 2.429e-02, eta: 1 day, 14:57:55, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.4357 2021-07-11 12:45:28,270 - mmaction - INFO - Epoch [173][800/1879] lr: 2.429e-02, eta: 1 day, 14:57:36, time: 0.841, data_time: 0.001, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.4350 2021-07-11 12:45:45,437 - mmaction - INFO - Epoch [173][820/1879] lr: 2.429e-02, eta: 1 day, 14:57:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7426, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.5241 2021-07-11 12:46:02,553 - mmaction - INFO - Epoch [173][840/1879] lr: 2.429e-02, eta: 1 day, 14:57:00, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7457, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.4314 2021-07-11 12:46:19,532 - mmaction - INFO - Epoch [173][860/1879] lr: 2.429e-02, eta: 1 day, 14:56:42, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7410, loss_cls: 2.1330, loss: 2.1330, grad_norm: 3.3767 2021-07-11 12:46:36,546 - mmaction - INFO - Epoch [173][880/1879] lr: 2.429e-02, eta: 1 day, 14:56:23, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.4988, top5_acc: 0.7391, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.4381 2021-07-11 12:46:53,793 - mmaction - INFO - Epoch [173][900/1879] lr: 2.429e-02, eta: 1 day, 14:56:05, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7457, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.4987 2021-07-11 12:47:10,798 - mmaction - INFO - Epoch [173][920/1879] lr: 2.429e-02, eta: 1 day, 14:55:47, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.5134 2021-07-11 12:47:27,826 - mmaction - INFO - Epoch [173][940/1879] lr: 2.429e-02, eta: 1 day, 14:55:29, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.4610 2021-07-11 12:47:44,757 - mmaction - INFO - Epoch [173][960/1879] lr: 2.429e-02, eta: 1 day, 14:55:10, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1047, loss: 2.1047, grad_norm: 3.4501 2021-07-11 12:48:01,876 - mmaction - INFO - Epoch [173][980/1879] lr: 2.429e-02, eta: 1 day, 14:54:52, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7410, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.4953 2021-07-11 12:48:18,739 - mmaction - INFO - Epoch [173][1000/1879] lr: 2.429e-02, eta: 1 day, 14:54:34, time: 0.842, data_time: 0.001, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7363, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.5432 2021-07-11 12:48:35,977 - mmaction - INFO - Epoch [173][1020/1879] lr: 2.429e-02, eta: 1 day, 14:54:16, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7379, loss_cls: 2.1650, loss: 2.1650, grad_norm: 3.3752 2021-07-11 12:48:52,956 - mmaction - INFO - Epoch [173][1040/1879] lr: 2.429e-02, eta: 1 day, 14:53:57, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.4964 2021-07-11 12:49:09,805 - mmaction - INFO - Epoch [173][1060/1879] lr: 2.429e-02, eta: 1 day, 14:53:39, time: 0.840, data_time: 0.005, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7453, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.4629 2021-07-11 12:49:26,770 - mmaction - INFO - Epoch [173][1080/1879] lr: 2.429e-02, eta: 1 day, 14:53:21, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.4783 2021-07-11 12:49:43,592 - mmaction - INFO - Epoch [173][1100/1879] lr: 2.429e-02, eta: 1 day, 14:53:02, time: 0.842, data_time: 0.006, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1719, loss: 2.1719, grad_norm: 3.3416 2021-07-11 12:50:00,542 - mmaction - INFO - Epoch [173][1120/1879] lr: 2.429e-02, eta: 1 day, 14:52:44, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.4910, top5_acc: 0.7219, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.4888 2021-07-11 12:50:17,635 - mmaction - INFO - Epoch [173][1140/1879] lr: 2.429e-02, eta: 1 day, 14:52:26, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7418, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.3295 2021-07-11 12:50:34,564 - mmaction - INFO - Epoch [173][1160/1879] lr: 2.429e-02, eta: 1 day, 14:52:07, time: 0.847, data_time: 0.003, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.4267 2021-07-11 12:50:51,864 - mmaction - INFO - Epoch [173][1180/1879] lr: 2.429e-02, eta: 1 day, 14:51:49, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.4555 2021-07-11 12:51:08,744 - mmaction - INFO - Epoch [173][1200/1879] lr: 2.429e-02, eta: 1 day, 14:51:31, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1318, loss: 2.1318, grad_norm: 3.4710 2021-07-11 12:51:25,814 - mmaction - INFO - Epoch [173][1220/1879] lr: 2.429e-02, eta: 1 day, 14:51:13, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.5066 2021-07-11 12:51:43,004 - mmaction - INFO - Epoch [173][1240/1879] lr: 2.429e-02, eta: 1 day, 14:50:54, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1455, loss: 2.1455, grad_norm: 3.4007 2021-07-11 12:51:59,955 - mmaction - INFO - Epoch [173][1260/1879] lr: 2.429e-02, eta: 1 day, 14:50:36, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7422, loss_cls: 2.0947, loss: 2.0947, grad_norm: 3.4110 2021-07-11 12:52:17,054 - mmaction - INFO - Epoch [173][1280/1879] lr: 2.429e-02, eta: 1 day, 14:50:18, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7359, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.5000 2021-07-11 12:52:34,175 - mmaction - INFO - Epoch [173][1300/1879] lr: 2.429e-02, eta: 1 day, 14:50:00, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7570, loss_cls: 2.0576, loss: 2.0576, grad_norm: 3.4404 2021-07-11 12:52:51,164 - mmaction - INFO - Epoch [173][1320/1879] lr: 2.429e-02, eta: 1 day, 14:49:41, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.5070 2021-07-11 12:53:08,205 - mmaction - INFO - Epoch [173][1340/1879] lr: 2.429e-02, eta: 1 day, 14:49:23, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7504, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.4110 2021-07-11 12:53:25,208 - mmaction - INFO - Epoch [173][1360/1879] lr: 2.429e-02, eta: 1 day, 14:49:05, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7312, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.4345 2021-07-11 12:53:42,218 - mmaction - INFO - Epoch [173][1380/1879] lr: 2.429e-02, eta: 1 day, 14:48:47, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.5716 2021-07-11 12:53:59,326 - mmaction - INFO - Epoch [173][1400/1879] lr: 2.429e-02, eta: 1 day, 14:48:28, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7348, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.3997 2021-07-11 12:54:16,324 - mmaction - INFO - Epoch [173][1420/1879] lr: 2.429e-02, eta: 1 day, 14:48:10, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0929, loss: 2.0929, grad_norm: 3.3708 2021-07-11 12:54:33,230 - mmaction - INFO - Epoch [173][1440/1879] lr: 2.429e-02, eta: 1 day, 14:47:52, time: 0.844, data_time: 0.006, memory: 6462, top1_acc: 0.5242, top5_acc: 0.7332, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.3905 2021-07-11 12:54:50,081 - mmaction - INFO - Epoch [173][1460/1879] lr: 2.429e-02, eta: 1 day, 14:47:33, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7336, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.4406 2021-07-11 12:55:06,931 - mmaction - INFO - Epoch [173][1480/1879] lr: 2.429e-02, eta: 1 day, 14:47:15, time: 0.843, data_time: 0.005, memory: 6462, top1_acc: 0.4895, top5_acc: 0.7277, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.5013 2021-07-11 12:55:24,037 - mmaction - INFO - Epoch [173][1500/1879] lr: 2.429e-02, eta: 1 day, 14:46:57, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7402, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.4576 2021-07-11 12:55:40,953 - mmaction - INFO - Epoch [173][1520/1879] lr: 2.429e-02, eta: 1 day, 14:46:39, time: 0.844, data_time: 0.005, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7426, loss_cls: 2.1063, loss: 2.1063, grad_norm: 3.4525 2021-07-11 12:55:57,796 - mmaction - INFO - Epoch [173][1540/1879] lr: 2.429e-02, eta: 1 day, 14:46:20, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.4571 2021-07-11 12:56:14,947 - mmaction - INFO - Epoch [173][1560/1879] lr: 2.429e-02, eta: 1 day, 14:46:02, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.4800 2021-07-11 12:56:31,997 - mmaction - INFO - Epoch [173][1580/1879] lr: 2.429e-02, eta: 1 day, 14:45:44, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7336, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.4987 2021-07-11 12:56:48,950 - mmaction - INFO - Epoch [173][1600/1879] lr: 2.429e-02, eta: 1 day, 14:45:25, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7336, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.5336 2021-07-11 12:57:05,992 - mmaction - INFO - Epoch [173][1620/1879] lr: 2.429e-02, eta: 1 day, 14:45:07, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.5246, top5_acc: 0.7453, loss_cls: 2.0796, loss: 2.0796, grad_norm: 3.4673 2021-07-11 12:57:23,019 - mmaction - INFO - Epoch [173][1640/1879] lr: 2.429e-02, eta: 1 day, 14:44:49, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7281, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.4380 2021-07-11 12:57:40,018 - mmaction - INFO - Epoch [173][1660/1879] lr: 2.429e-02, eta: 1 day, 14:44:31, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7332, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.5309 2021-07-11 12:57:57,174 - mmaction - INFO - Epoch [173][1680/1879] lr: 2.429e-02, eta: 1 day, 14:44:12, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4938, top5_acc: 0.7262, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.4671 2021-07-11 12:58:14,107 - mmaction - INFO - Epoch [173][1700/1879] lr: 2.429e-02, eta: 1 day, 14:43:54, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7391, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.4312 2021-07-11 12:58:31,288 - mmaction - INFO - Epoch [173][1720/1879] lr: 2.429e-02, eta: 1 day, 14:43:36, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.5013 2021-07-11 12:58:48,289 - mmaction - INFO - Epoch [173][1740/1879] lr: 2.429e-02, eta: 1 day, 14:43:18, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7340, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.3737 2021-07-11 12:59:05,514 - mmaction - INFO - Epoch [173][1760/1879] lr: 2.429e-02, eta: 1 day, 14:43:00, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7398, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.4721 2021-07-11 12:59:22,529 - mmaction - INFO - Epoch [173][1780/1879] lr: 2.429e-02, eta: 1 day, 14:42:41, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7324, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.4265 2021-07-11 12:59:39,685 - mmaction - INFO - Epoch [173][1800/1879] lr: 2.429e-02, eta: 1 day, 14:42:23, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7363, loss_cls: 2.1525, loss: 2.1525, grad_norm: 3.3869 2021-07-11 12:59:56,791 - mmaction - INFO - Epoch [173][1820/1879] lr: 2.429e-02, eta: 1 day, 14:42:05, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7363, loss_cls: 2.1397, loss: 2.1397, grad_norm: 3.4658 2021-07-11 13:00:13,805 - mmaction - INFO - Epoch [173][1840/1879] lr: 2.429e-02, eta: 1 day, 14:41:47, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.5309 2021-07-11 13:00:30,937 - mmaction - INFO - Epoch [173][1860/1879] lr: 2.429e-02, eta: 1 day, 14:41:28, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.5256 2021-07-11 13:00:58,977 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 13:00:58,981 - mmaction - INFO - 106 BN found 2021-07-11 13:05:29,663 - mmaction - INFO - BN stats updated 2021-07-11 13:07:59,559 - mmaction - INFO - Epoch [174][20/1879] lr: 2.377e-02, eta: 1 day, 14:41:48, time: 7.392, data_time: 6.473, memory: 6462, top1_acc: 0.5242, top5_acc: 0.7449, loss_cls: 2.0912, loss: 2.0912, grad_norm: 3.3573 2021-07-11 13:08:16,160 - mmaction - INFO - Epoch [174][40/1879] lr: 2.377e-02, eta: 1 day, 14:41:29, time: 0.826, data_time: 0.008, memory: 6462, top1_acc: 0.4977, top5_acc: 0.7348, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.5360 2021-07-11 13:08:32,432 - mmaction - INFO - Epoch [174][60/1879] lr: 2.377e-02, eta: 1 day, 14:41:11, time: 0.819, data_time: 0.007, memory: 6462, top1_acc: 0.5285, top5_acc: 0.7410, loss_cls: 2.1061, loss: 2.1061, grad_norm: 3.4103 2021-07-11 13:08:49,076 - mmaction - INFO - Epoch [174][80/1879] lr: 2.377e-02, eta: 1 day, 14:40:52, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.4470 2021-07-11 13:09:05,719 - mmaction - INFO - Epoch [174][100/1879] lr: 2.377e-02, eta: 1 day, 14:40:34, time: 0.833, data_time: 0.004, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7559, loss_cls: 2.0840, loss: 2.0840, grad_norm: 3.5263 2021-07-11 13:09:22,433 - mmaction - INFO - Epoch [174][120/1879] lr: 2.377e-02, eta: 1 day, 14:40:15, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.5262, top5_acc: 0.7508, loss_cls: 2.0793, loss: 2.0793, grad_norm: 3.4535 2021-07-11 13:09:39,172 - mmaction - INFO - Epoch [174][140/1879] lr: 2.377e-02, eta: 1 day, 14:39:57, time: 0.840, data_time: 0.004, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.4312 2021-07-11 13:09:55,886 - mmaction - INFO - Epoch [174][160/1879] lr: 2.377e-02, eta: 1 day, 14:39:38, time: 0.832, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7176, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.5024 2021-07-11 13:10:12,645 - mmaction - INFO - Epoch [174][180/1879] lr: 2.377e-02, eta: 1 day, 14:39:20, time: 0.838, data_time: 0.005, memory: 6462, top1_acc: 0.5160, top5_acc: 0.7496, loss_cls: 2.1116, loss: 2.1116, grad_norm: 3.4033 2021-07-11 13:10:29,458 - mmaction - INFO - Epoch [174][200/1879] lr: 2.377e-02, eta: 1 day, 14:39:02, time: 0.841, data_time: 0.007, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7414, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.4453 2021-07-11 13:10:46,244 - mmaction - INFO - Epoch [174][220/1879] lr: 2.377e-02, eta: 1 day, 14:38:43, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7410, loss_cls: 2.1167, loss: 2.1167, grad_norm: 3.5175 2021-07-11 13:11:03,421 - mmaction - INFO - Epoch [174][240/1879] lr: 2.377e-02, eta: 1 day, 14:38:25, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7438, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.5346 2021-07-11 13:11:20,357 - mmaction - INFO - Epoch [174][260/1879] lr: 2.377e-02, eta: 1 day, 14:38:07, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5293, top5_acc: 0.7574, loss_cls: 2.0380, loss: 2.0380, grad_norm: 3.4672 2021-07-11 13:11:37,158 - mmaction - INFO - Epoch [174][280/1879] lr: 2.377e-02, eta: 1 day, 14:37:48, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.5238, top5_acc: 0.7492, loss_cls: 2.0793, loss: 2.0793, grad_norm: 3.4504 2021-07-11 13:11:54,143 - mmaction - INFO - Epoch [174][300/1879] lr: 2.377e-02, eta: 1 day, 14:37:30, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7477, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.4400 2021-07-11 13:12:11,013 - mmaction - INFO - Epoch [174][320/1879] lr: 2.377e-02, eta: 1 day, 14:37:12, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7438, loss_cls: 2.0914, loss: 2.0914, grad_norm: 3.4295 2021-07-11 13:12:27,908 - mmaction - INFO - Epoch [174][340/1879] lr: 2.377e-02, eta: 1 day, 14:36:53, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7387, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.5245 2021-07-11 13:12:44,960 - mmaction - INFO - Epoch [174][360/1879] lr: 2.377e-02, eta: 1 day, 14:36:35, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7301, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.5805 2021-07-11 13:13:02,146 - mmaction - INFO - Epoch [174][380/1879] lr: 2.377e-02, eta: 1 day, 14:36:17, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7344, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.5491 2021-07-11 13:13:19,203 - mmaction - INFO - Epoch [174][400/1879] lr: 2.377e-02, eta: 1 day, 14:35:59, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.5277, top5_acc: 0.7504, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.4503 2021-07-11 13:13:36,247 - mmaction - INFO - Epoch [174][420/1879] lr: 2.377e-02, eta: 1 day, 14:35:41, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7277, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.4751 2021-07-11 13:13:53,214 - mmaction - INFO - Epoch [174][440/1879] lr: 2.377e-02, eta: 1 day, 14:35:22, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1069, loss: 2.1069, grad_norm: 3.4568 2021-07-11 13:14:10,165 - mmaction - INFO - Epoch [174][460/1879] lr: 2.377e-02, eta: 1 day, 14:35:04, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7438, loss_cls: 2.0931, loss: 2.0931, grad_norm: 3.4431 2021-07-11 13:14:27,403 - mmaction - INFO - Epoch [174][480/1879] lr: 2.377e-02, eta: 1 day, 14:34:46, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7387, loss_cls: 2.1496, loss: 2.1496, grad_norm: 3.4995 2021-07-11 13:14:44,347 - mmaction - INFO - Epoch [174][500/1879] lr: 2.377e-02, eta: 1 day, 14:34:27, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5336, top5_acc: 0.7621, loss_cls: 2.0238, loss: 2.0238, grad_norm: 3.4723 2021-07-11 13:15:01,327 - mmaction - INFO - Epoch [174][520/1879] lr: 2.377e-02, eta: 1 day, 14:34:09, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7410, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.5555 2021-07-11 13:15:18,363 - mmaction - INFO - Epoch [174][540/1879] lr: 2.377e-02, eta: 1 day, 14:33:51, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7281, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.5304 2021-07-11 13:15:35,432 - mmaction - INFO - Epoch [174][560/1879] lr: 2.377e-02, eta: 1 day, 14:33:33, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7453, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.5356 2021-07-11 13:15:52,356 - mmaction - INFO - Epoch [174][580/1879] lr: 2.377e-02, eta: 1 day, 14:33:14, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7402, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.4999 2021-07-11 13:16:09,479 - mmaction - INFO - Epoch [174][600/1879] lr: 2.377e-02, eta: 1 day, 14:32:56, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7414, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.4530 2021-07-11 13:16:26,487 - mmaction - INFO - Epoch [174][620/1879] lr: 2.377e-02, eta: 1 day, 14:32:38, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5223, top5_acc: 0.7586, loss_cls: 2.0860, loss: 2.0860, grad_norm: 3.4147 2021-07-11 13:16:43,518 - mmaction - INFO - Epoch [174][640/1879] lr: 2.377e-02, eta: 1 day, 14:32:20, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7375, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.5308 2021-07-11 13:17:00,786 - mmaction - INFO - Epoch [174][660/1879] lr: 2.377e-02, eta: 1 day, 14:32:01, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.4512 2021-07-11 13:17:17,713 - mmaction - INFO - Epoch [174][680/1879] lr: 2.377e-02, eta: 1 day, 14:31:43, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.4021 2021-07-11 13:17:34,725 - mmaction - INFO - Epoch [174][700/1879] lr: 2.377e-02, eta: 1 day, 14:31:25, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.4657 2021-07-11 13:17:51,849 - mmaction - INFO - Epoch [174][720/1879] lr: 2.377e-02, eta: 1 day, 14:31:07, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7332, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.5550 2021-07-11 13:18:09,001 - mmaction - INFO - Epoch [174][740/1879] lr: 2.377e-02, eta: 1 day, 14:30:48, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.5230, top5_acc: 0.7551, loss_cls: 2.0909, loss: 2.0909, grad_norm: 3.4302 2021-07-11 13:18:25,913 - mmaction - INFO - Epoch [174][760/1879] lr: 2.377e-02, eta: 1 day, 14:30:30, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7512, loss_cls: 2.0909, loss: 2.0909, grad_norm: 3.4221 2021-07-11 13:18:42,940 - mmaction - INFO - Epoch [174][780/1879] lr: 2.377e-02, eta: 1 day, 14:30:12, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7473, loss_cls: 2.1289, loss: 2.1289, grad_norm: 3.3965 2021-07-11 13:18:59,879 - mmaction - INFO - Epoch [174][800/1879] lr: 2.377e-02, eta: 1 day, 14:29:54, time: 0.846, data_time: 0.000, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7312, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.4183 2021-07-11 13:19:16,906 - mmaction - INFO - Epoch [174][820/1879] lr: 2.377e-02, eta: 1 day, 14:29:35, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7320, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.4780 2021-07-11 13:19:33,884 - mmaction - INFO - Epoch [174][840/1879] lr: 2.377e-02, eta: 1 day, 14:29:17, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.5035, top5_acc: 0.7488, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.5350 2021-07-11 13:19:50,969 - mmaction - INFO - Epoch [174][860/1879] lr: 2.377e-02, eta: 1 day, 14:28:59, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.4949, top5_acc: 0.7250, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.4841 2021-07-11 13:20:07,931 - mmaction - INFO - Epoch [174][880/1879] lr: 2.377e-02, eta: 1 day, 14:28:40, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7543, loss_cls: 2.1182, loss: 2.1182, grad_norm: 3.5003 2021-07-11 13:20:24,943 - mmaction - INFO - Epoch [174][900/1879] lr: 2.377e-02, eta: 1 day, 14:28:22, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.5234, top5_acc: 0.7363, loss_cls: 2.1197, loss: 2.1197, grad_norm: 3.5177 2021-07-11 13:20:42,076 - mmaction - INFO - Epoch [174][920/1879] lr: 2.377e-02, eta: 1 day, 14:28:04, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.4887, top5_acc: 0.7344, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.6206 2021-07-11 13:20:59,153 - mmaction - INFO - Epoch [174][940/1879] lr: 2.377e-02, eta: 1 day, 14:27:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7414, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.4803 2021-07-11 13:21:16,138 - mmaction - INFO - Epoch [174][960/1879] lr: 2.377e-02, eta: 1 day, 14:27:27, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7320, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.4611 2021-07-11 13:21:32,975 - mmaction - INFO - Epoch [174][980/1879] lr: 2.377e-02, eta: 1 day, 14:27:09, time: 0.842, data_time: 0.002, memory: 6462, top1_acc: 0.4883, top5_acc: 0.7285, loss_cls: 2.2143, loss: 2.2143, grad_norm: 3.5684 2021-07-11 13:21:50,091 - mmaction - INFO - Epoch [174][1000/1879] lr: 2.377e-02, eta: 1 day, 14:26:51, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5277, top5_acc: 0.7430, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.4436 2021-07-11 13:22:07,146 - mmaction - INFO - Epoch [174][1020/1879] lr: 2.377e-02, eta: 1 day, 14:26:33, time: 0.852, data_time: 0.002, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7465, loss_cls: 2.1097, loss: 2.1097, grad_norm: 3.5401 2021-07-11 13:22:24,143 - mmaction - INFO - Epoch [174][1040/1879] lr: 2.377e-02, eta: 1 day, 14:26:14, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7375, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.4771 2021-07-11 13:22:41,295 - mmaction - INFO - Epoch [174][1060/1879] lr: 2.377e-02, eta: 1 day, 14:25:56, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7496, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.4575 2021-07-11 13:22:58,408 - mmaction - INFO - Epoch [174][1080/1879] lr: 2.377e-02, eta: 1 day, 14:25:38, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.4934 2021-07-11 13:23:15,393 - mmaction - INFO - Epoch [174][1100/1879] lr: 2.377e-02, eta: 1 day, 14:25:20, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5246, top5_acc: 0.7492, loss_cls: 2.0807, loss: 2.0807, grad_norm: 3.4223 2021-07-11 13:23:32,455 - mmaction - INFO - Epoch [174][1120/1879] lr: 2.377e-02, eta: 1 day, 14:25:01, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7504, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.4926 2021-07-11 13:23:49,352 - mmaction - INFO - Epoch [174][1140/1879] lr: 2.377e-02, eta: 1 day, 14:24:43, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7402, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.5119 2021-07-11 13:24:06,373 - mmaction - INFO - Epoch [174][1160/1879] lr: 2.377e-02, eta: 1 day, 14:24:25, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7270, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.4952 2021-07-11 13:24:23,282 - mmaction - INFO - Epoch [174][1180/1879] lr: 2.377e-02, eta: 1 day, 14:24:07, time: 0.846, data_time: 0.001, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7441, loss_cls: 2.1375, loss: 2.1375, grad_norm: 3.4675 2021-07-11 13:24:40,570 - mmaction - INFO - Epoch [174][1200/1879] lr: 2.377e-02, eta: 1 day, 14:23:48, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.5039 2021-07-11 13:24:57,493 - mmaction - INFO - Epoch [174][1220/1879] lr: 2.377e-02, eta: 1 day, 14:23:30, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7266, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.4695 2021-07-11 13:25:14,510 - mmaction - INFO - Epoch [174][1240/1879] lr: 2.377e-02, eta: 1 day, 14:23:12, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7551, loss_cls: 2.0724, loss: 2.0724, grad_norm: 3.4550 2021-07-11 13:25:31,512 - mmaction - INFO - Epoch [174][1260/1879] lr: 2.377e-02, eta: 1 day, 14:22:54, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.1078, loss: 2.1078, grad_norm: 3.4527 2021-07-11 13:25:48,520 - mmaction - INFO - Epoch [174][1280/1879] lr: 2.377e-02, eta: 1 day, 14:22:35, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7434, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.5586 2021-07-11 13:26:05,548 - mmaction - INFO - Epoch [174][1300/1879] lr: 2.377e-02, eta: 1 day, 14:22:17, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7488, loss_cls: 2.0859, loss: 2.0859, grad_norm: 3.4324 2021-07-11 13:26:22,563 - mmaction - INFO - Epoch [174][1320/1879] lr: 2.377e-02, eta: 1 day, 14:21:59, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7457, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.4723 2021-07-11 13:26:39,552 - mmaction - INFO - Epoch [174][1340/1879] lr: 2.377e-02, eta: 1 day, 14:21:40, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7363, loss_cls: 2.1605, loss: 2.1605, grad_norm: 3.4759 2021-07-11 13:26:56,766 - mmaction - INFO - Epoch [174][1360/1879] lr: 2.377e-02, eta: 1 day, 14:21:22, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5230, top5_acc: 0.7430, loss_cls: 2.1226, loss: 2.1226, grad_norm: 3.3448 2021-07-11 13:27:13,645 - mmaction - INFO - Epoch [174][1380/1879] lr: 2.377e-02, eta: 1 day, 14:21:04, time: 0.845, data_time: 0.002, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7402, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.4142 2021-07-11 13:27:30,783 - mmaction - INFO - Epoch [174][1400/1879] lr: 2.377e-02, eta: 1 day, 14:20:46, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7262, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.4722 2021-07-11 13:27:47,766 - mmaction - INFO - Epoch [174][1420/1879] lr: 2.377e-02, eta: 1 day, 14:20:27, time: 0.847, data_time: 0.000, memory: 6462, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.1124, loss: 2.1124, grad_norm: 3.5136 2021-07-11 13:28:04,758 - mmaction - INFO - Epoch [174][1440/1879] lr: 2.377e-02, eta: 1 day, 14:20:09, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4926, top5_acc: 0.7305, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.5372 2021-07-11 13:28:21,683 - mmaction - INFO - Epoch [174][1460/1879] lr: 2.377e-02, eta: 1 day, 14:19:51, time: 0.846, data_time: 0.002, memory: 6462, top1_acc: 0.5305, top5_acc: 0.7520, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.4500 2021-07-11 13:28:38,664 - mmaction - INFO - Epoch [174][1480/1879] lr: 2.377e-02, eta: 1 day, 14:19:33, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.4336 2021-07-11 13:28:55,680 - mmaction - INFO - Epoch [174][1500/1879] lr: 2.377e-02, eta: 1 day, 14:19:14, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1063, loss: 2.1063, grad_norm: 3.4841 2021-07-11 13:29:12,658 - mmaction - INFO - Epoch [174][1520/1879] lr: 2.377e-02, eta: 1 day, 14:18:56, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7262, loss_cls: 2.2551, loss: 2.2551, grad_norm: 3.5345 2021-07-11 13:29:29,750 - mmaction - INFO - Epoch [174][1540/1879] lr: 2.377e-02, eta: 1 day, 14:18:38, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7301, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.4798 2021-07-11 13:29:46,689 - mmaction - INFO - Epoch [174][1560/1879] lr: 2.377e-02, eta: 1 day, 14:18:20, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.1166, loss: 2.1166, grad_norm: 3.4230 2021-07-11 13:30:03,395 - mmaction - INFO - Epoch [174][1580/1879] lr: 2.377e-02, eta: 1 day, 14:18:01, time: 0.835, data_time: 0.002, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7340, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.4579 2021-07-11 13:30:20,470 - mmaction - INFO - Epoch [174][1600/1879] lr: 2.377e-02, eta: 1 day, 14:17:43, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.5008, top5_acc: 0.7199, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.5106 2021-07-11 13:30:37,535 - mmaction - INFO - Epoch [174][1620/1879] lr: 2.377e-02, eta: 1 day, 14:17:25, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.5246 2021-07-11 13:30:54,415 - mmaction - INFO - Epoch [174][1640/1879] lr: 2.377e-02, eta: 1 day, 14:17:06, time: 0.845, data_time: 0.003, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7363, loss_cls: 2.1329, loss: 2.1329, grad_norm: 3.4430 2021-07-11 13:31:11,560 - mmaction - INFO - Epoch [174][1660/1879] lr: 2.377e-02, eta: 1 day, 14:16:48, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7195, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.4741 2021-07-11 13:31:28,537 - mmaction - INFO - Epoch [174][1680/1879] lr: 2.377e-02, eta: 1 day, 14:16:30, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7371, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.4956 2021-07-11 13:31:45,494 - mmaction - INFO - Epoch [174][1700/1879] lr: 2.377e-02, eta: 1 day, 14:16:12, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7395, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.4732 2021-07-11 13:32:02,512 - mmaction - INFO - Epoch [174][1720/1879] lr: 2.377e-02, eta: 1 day, 14:15:53, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7457, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.4275 2021-07-11 13:32:19,580 - mmaction - INFO - Epoch [174][1740/1879] lr: 2.377e-02, eta: 1 day, 14:15:35, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7445, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.4317 2021-07-11 13:32:36,588 - mmaction - INFO - Epoch [174][1760/1879] lr: 2.377e-02, eta: 1 day, 14:15:17, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.5972 2021-07-11 13:32:53,825 - mmaction - INFO - Epoch [174][1780/1879] lr: 2.377e-02, eta: 1 day, 14:14:59, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.5336, top5_acc: 0.7523, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.3917 2021-07-11 13:33:10,742 - mmaction - INFO - Epoch [174][1800/1879] lr: 2.377e-02, eta: 1 day, 14:14:40, time: 0.844, data_time: 0.001, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1265, loss: 2.1265, grad_norm: 3.5154 2021-07-11 13:33:27,846 - mmaction - INFO - Epoch [174][1820/1879] lr: 2.377e-02, eta: 1 day, 14:14:22, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7449, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.5359 2021-07-11 13:33:44,824 - mmaction - INFO - Epoch [174][1840/1879] lr: 2.377e-02, eta: 1 day, 14:14:04, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7355, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.5229 2021-07-11 13:34:01,825 - mmaction - INFO - Epoch [174][1860/1879] lr: 2.377e-02, eta: 1 day, 14:13:46, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7414, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.5191 2021-07-11 13:34:29,669 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 13:34:29,673 - mmaction - INFO - 106 BN found 2021-07-11 13:39:05,942 - mmaction - INFO - BN stats updated 2021-07-11 13:41:21,353 - mmaction - INFO - Epoch [175][20/1879] lr: 2.325e-02, eta: 1 day, 14:13:57, time: 6.668, data_time: 5.816, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7441, loss_cls: 2.0934, loss: 2.0934, grad_norm: 3.4507 2021-07-11 13:41:38,102 - mmaction - INFO - Epoch [175][40/1879] lr: 2.325e-02, eta: 1 day, 14:13:39, time: 0.836, data_time: 0.007, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7379, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.4777 2021-07-11 13:41:54,483 - mmaction - INFO - Epoch [175][60/1879] lr: 2.325e-02, eta: 1 day, 14:13:20, time: 0.822, data_time: 0.003, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7469, loss_cls: 2.1083, loss: 2.1083, grad_norm: 3.4837 2021-07-11 13:42:11,095 - mmaction - INFO - Epoch [175][80/1879] lr: 2.325e-02, eta: 1 day, 14:13:02, time: 0.830, data_time: 0.004, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7512, loss_cls: 2.0868, loss: 2.0868, grad_norm: 3.4494 2021-07-11 13:42:27,523 - mmaction - INFO - Epoch [175][100/1879] lr: 2.325e-02, eta: 1 day, 14:12:43, time: 0.821, data_time: 0.002, memory: 6462, top1_acc: 0.5234, top5_acc: 0.7559, loss_cls: 2.0575, loss: 2.0575, grad_norm: 3.4649 2021-07-11 13:42:44,190 - mmaction - INFO - Epoch [175][120/1879] lr: 2.325e-02, eta: 1 day, 14:12:25, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.5141, top5_acc: 0.7410, loss_cls: 2.1124, loss: 2.1124, grad_norm: 3.4634 2021-07-11 13:43:00,982 - mmaction - INFO - Epoch [175][140/1879] lr: 2.325e-02, eta: 1 day, 14:12:06, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.5184, top5_acc: 0.7438, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.4755 2021-07-11 13:43:17,711 - mmaction - INFO - Epoch [175][160/1879] lr: 2.325e-02, eta: 1 day, 14:11:48, time: 0.839, data_time: 0.005, memory: 6462, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1787, loss: 2.1787, grad_norm: 3.6140 2021-07-11 13:43:34,554 - mmaction - INFO - Epoch [175][180/1879] lr: 2.325e-02, eta: 1 day, 14:11:30, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1840, loss: 2.1840, grad_norm: 3.6012 2021-07-11 13:43:51,518 - mmaction - INFO - Epoch [175][200/1879] lr: 2.325e-02, eta: 1 day, 14:11:11, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7492, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.4826 2021-07-11 13:44:08,572 - mmaction - INFO - Epoch [175][220/1879] lr: 2.325e-02, eta: 1 day, 14:10:53, time: 0.853, data_time: 0.006, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7418, loss_cls: 2.1145, loss: 2.1145, grad_norm: 3.4281 2021-07-11 13:44:25,510 - mmaction - INFO - Epoch [175][240/1879] lr: 2.325e-02, eta: 1 day, 14:10:35, time: 0.848, data_time: 0.001, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7480, loss_cls: 2.0806, loss: 2.0806, grad_norm: 3.4585 2021-07-11 13:44:42,638 - mmaction - INFO - Epoch [175][260/1879] lr: 2.325e-02, eta: 1 day, 14:10:17, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.0974, loss: 2.0974, grad_norm: 3.4791 2021-07-11 13:44:59,517 - mmaction - INFO - Epoch [175][280/1879] lr: 2.325e-02, eta: 1 day, 14:09:58, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.4363 2021-07-11 13:45:16,760 - mmaction - INFO - Epoch [175][300/1879] lr: 2.325e-02, eta: 1 day, 14:09:40, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4902, top5_acc: 0.7289, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.5164 2021-07-11 13:45:33,734 - mmaction - INFO - Epoch [175][320/1879] lr: 2.325e-02, eta: 1 day, 14:09:22, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5254, top5_acc: 0.7707, loss_cls: 2.0168, loss: 2.0168, grad_norm: 3.3932 2021-07-11 13:45:50,959 - mmaction - INFO - Epoch [175][340/1879] lr: 2.325e-02, eta: 1 day, 14:09:04, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7441, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.5339 2021-07-11 13:46:08,046 - mmaction - INFO - Epoch [175][360/1879] lr: 2.325e-02, eta: 1 day, 14:08:45, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5129, top5_acc: 0.7516, loss_cls: 2.0980, loss: 2.0980, grad_norm: 3.4978 2021-07-11 13:46:25,149 - mmaction - INFO - Epoch [175][380/1879] lr: 2.325e-02, eta: 1 day, 14:08:27, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.4906, top5_acc: 0.7340, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.6774 2021-07-11 13:46:42,101 - mmaction - INFO - Epoch [175][400/1879] lr: 2.325e-02, eta: 1 day, 14:08:09, time: 0.848, data_time: 0.002, memory: 6462, top1_acc: 0.5258, top5_acc: 0.7480, loss_cls: 2.0850, loss: 2.0850, grad_norm: 3.5140 2021-07-11 13:46:59,372 - mmaction - INFO - Epoch [175][420/1879] lr: 2.325e-02, eta: 1 day, 14:07:51, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7418, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.5563 2021-07-11 13:47:16,324 - mmaction - INFO - Epoch [175][440/1879] lr: 2.325e-02, eta: 1 day, 14:07:32, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7395, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.5939 2021-07-11 13:47:33,493 - mmaction - INFO - Epoch [175][460/1879] lr: 2.325e-02, eta: 1 day, 14:07:14, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7305, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.3727 2021-07-11 13:47:50,626 - mmaction - INFO - Epoch [175][480/1879] lr: 2.325e-02, eta: 1 day, 14:06:56, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7406, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.5178 2021-07-11 13:48:07,926 - mmaction - INFO - Epoch [175][500/1879] lr: 2.325e-02, eta: 1 day, 14:06:38, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.5160, top5_acc: 0.7426, loss_cls: 2.1135, loss: 2.1135, grad_norm: 3.5028 2021-07-11 13:48:25,121 - mmaction - INFO - Epoch [175][520/1879] lr: 2.325e-02, eta: 1 day, 14:06:20, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7574, loss_cls: 2.0604, loss: 2.0604, grad_norm: 3.5490 2021-07-11 13:48:42,127 - mmaction - INFO - Epoch [175][540/1879] lr: 2.325e-02, eta: 1 day, 14:06:01, time: 0.851, data_time: 0.001, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7406, loss_cls: 2.1177, loss: 2.1177, grad_norm: 3.4907 2021-07-11 13:48:59,319 - mmaction - INFO - Epoch [175][560/1879] lr: 2.325e-02, eta: 1 day, 14:05:43, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.4887 2021-07-11 13:49:16,450 - mmaction - INFO - Epoch [175][580/1879] lr: 2.325e-02, eta: 1 day, 14:05:25, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7512, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.5457 2021-07-11 13:49:33,620 - mmaction - INFO - Epoch [175][600/1879] lr: 2.325e-02, eta: 1 day, 14:05:07, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7406, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.5658 2021-07-11 13:49:50,784 - mmaction - INFO - Epoch [175][620/1879] lr: 2.325e-02, eta: 1 day, 14:04:49, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5004, top5_acc: 0.7312, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.5591 2021-07-11 13:50:07,786 - mmaction - INFO - Epoch [175][640/1879] lr: 2.325e-02, eta: 1 day, 14:04:30, time: 0.851, data_time: 0.002, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7340, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.4953 2021-07-11 13:50:24,842 - mmaction - INFO - Epoch [175][660/1879] lr: 2.325e-02, eta: 1 day, 14:04:12, time: 0.853, data_time: 0.001, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.5721 2021-07-11 13:50:41,973 - mmaction - INFO - Epoch [175][680/1879] lr: 2.325e-02, eta: 1 day, 14:03:54, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5270, top5_acc: 0.7477, loss_cls: 2.0825, loss: 2.0825, grad_norm: 3.3892 2021-07-11 13:50:59,060 - mmaction - INFO - Epoch [175][700/1879] lr: 2.325e-02, eta: 1 day, 14:03:36, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7352, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.4849 2021-07-11 13:51:16,370 - mmaction - INFO - Epoch [175][720/1879] lr: 2.325e-02, eta: 1 day, 14:03:18, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7430, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.5086 2021-07-11 13:51:33,294 - mmaction - INFO - Epoch [175][740/1879] lr: 2.325e-02, eta: 1 day, 14:02:59, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7355, loss_cls: 2.1458, loss: 2.1458, grad_norm: 3.4537 2021-07-11 13:51:50,597 - mmaction - INFO - Epoch [175][760/1879] lr: 2.325e-02, eta: 1 day, 14:02:41, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4934, top5_acc: 0.7281, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.5697 2021-07-11 13:52:07,646 - mmaction - INFO - Epoch [175][780/1879] lr: 2.325e-02, eta: 1 day, 14:02:23, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7484, loss_cls: 2.1022, loss: 2.1022, grad_norm: 3.5370 2021-07-11 13:52:24,722 - mmaction - INFO - Epoch [175][800/1879] lr: 2.325e-02, eta: 1 day, 14:02:05, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7414, loss_cls: 2.1059, loss: 2.1059, grad_norm: 3.5292 2021-07-11 13:52:41,814 - mmaction - INFO - Epoch [175][820/1879] lr: 2.325e-02, eta: 1 day, 14:01:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7402, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.4918 2021-07-11 13:52:59,122 - mmaction - INFO - Epoch [175][840/1879] lr: 2.325e-02, eta: 1 day, 14:01:28, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7488, loss_cls: 2.1362, loss: 2.1362, grad_norm: 3.5604 2021-07-11 13:53:16,126 - mmaction - INFO - Epoch [175][860/1879] lr: 2.325e-02, eta: 1 day, 14:01:10, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7426, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.5130 2021-07-11 13:53:33,358 - mmaction - INFO - Epoch [175][880/1879] lr: 2.325e-02, eta: 1 day, 14:00:52, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7426, loss_cls: 2.1524, loss: 2.1524, grad_norm: 3.5548 2021-07-11 13:53:50,436 - mmaction - INFO - Epoch [175][900/1879] lr: 2.325e-02, eta: 1 day, 14:00:34, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7344, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.5315 2021-07-11 13:54:07,757 - mmaction - INFO - Epoch [175][920/1879] lr: 2.325e-02, eta: 1 day, 14:00:15, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.5129, top5_acc: 0.7438, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.4934 2021-07-11 13:54:24,793 - mmaction - INFO - Epoch [175][940/1879] lr: 2.325e-02, eta: 1 day, 13:59:57, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7488, loss_cls: 2.0936, loss: 2.0936, grad_norm: 3.4775 2021-07-11 13:54:42,183 - mmaction - INFO - Epoch [175][960/1879] lr: 2.325e-02, eta: 1 day, 13:59:39, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7387, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.3986 2021-07-11 13:54:59,373 - mmaction - INFO - Epoch [175][980/1879] lr: 2.325e-02, eta: 1 day, 13:59:21, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7391, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.4874 2021-07-11 13:55:16,669 - mmaction - INFO - Epoch [175][1000/1879] lr: 2.325e-02, eta: 1 day, 13:59:03, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.4767 2021-07-11 13:55:33,987 - mmaction - INFO - Epoch [175][1020/1879] lr: 2.325e-02, eta: 1 day, 13:58:45, time: 0.869, data_time: 0.008, memory: 6462, top1_acc: 0.5250, top5_acc: 0.7613, loss_cls: 2.0606, loss: 2.0606, grad_norm: 3.4449 2021-07-11 13:55:51,161 - mmaction - INFO - Epoch [175][1040/1879] lr: 2.325e-02, eta: 1 day, 13:58:26, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.4650 2021-07-11 13:56:08,173 - mmaction - INFO - Epoch [175][1060/1879] lr: 2.325e-02, eta: 1 day, 13:58:08, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.1008, loss: 2.1008, grad_norm: 3.4850 2021-07-11 13:56:25,307 - mmaction - INFO - Epoch [175][1080/1879] lr: 2.325e-02, eta: 1 day, 13:57:50, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7410, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.5330 2021-07-11 13:56:42,466 - mmaction - INFO - Epoch [175][1100/1879] lr: 2.325e-02, eta: 1 day, 13:57:32, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0798, loss: 2.0798, grad_norm: 3.5193 2021-07-11 13:56:59,614 - mmaction - INFO - Epoch [175][1120/1879] lr: 2.325e-02, eta: 1 day, 13:57:14, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7328, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.4818 2021-07-11 13:57:16,868 - mmaction - INFO - Epoch [175][1140/1879] lr: 2.325e-02, eta: 1 day, 13:56:55, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7375, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.5820 2021-07-11 13:57:34,037 - mmaction - INFO - Epoch [175][1160/1879] lr: 2.325e-02, eta: 1 day, 13:56:37, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5293, top5_acc: 0.7367, loss_cls: 2.0835, loss: 2.0835, grad_norm: 3.4076 2021-07-11 13:57:51,049 - mmaction - INFO - Epoch [175][1180/1879] lr: 2.325e-02, eta: 1 day, 13:56:19, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.4933 2021-07-11 13:58:08,180 - mmaction - INFO - Epoch [175][1200/1879] lr: 2.325e-02, eta: 1 day, 13:56:01, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.4699 2021-07-11 13:58:25,250 - mmaction - INFO - Epoch [175][1220/1879] lr: 2.325e-02, eta: 1 day, 13:55:43, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7465, loss_cls: 2.1088, loss: 2.1088, grad_norm: 3.5562 2021-07-11 13:58:42,385 - mmaction - INFO - Epoch [175][1240/1879] lr: 2.325e-02, eta: 1 day, 13:55:24, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7500, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.4881 2021-07-11 13:58:59,547 - mmaction - INFO - Epoch [175][1260/1879] lr: 2.325e-02, eta: 1 day, 13:55:06, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.5137, top5_acc: 0.7379, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.4663 2021-07-11 13:59:16,718 - mmaction - INFO - Epoch [175][1280/1879] lr: 2.325e-02, eta: 1 day, 13:54:48, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5262, top5_acc: 0.7492, loss_cls: 2.0479, loss: 2.0479, grad_norm: 3.4375 2021-07-11 13:59:33,808 - mmaction - INFO - Epoch [175][1300/1879] lr: 2.325e-02, eta: 1 day, 13:54:30, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5023, top5_acc: 0.7387, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.5757 2021-07-11 13:59:51,059 - mmaction - INFO - Epoch [175][1320/1879] lr: 2.325e-02, eta: 1 day, 13:54:12, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7465, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.4661 2021-07-11 14:00:08,230 - mmaction - INFO - Epoch [175][1340/1879] lr: 2.325e-02, eta: 1 day, 13:53:53, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.5242, top5_acc: 0.7367, loss_cls: 2.1162, loss: 2.1162, grad_norm: 3.5318 2021-07-11 14:00:25,353 - mmaction - INFO - Epoch [175][1360/1879] lr: 2.325e-02, eta: 1 day, 13:53:35, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7383, loss_cls: 2.1498, loss: 2.1498, grad_norm: 3.4950 2021-07-11 14:00:42,625 - mmaction - INFO - Epoch [175][1380/1879] lr: 2.325e-02, eta: 1 day, 13:53:17, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7395, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.5208 2021-07-11 14:00:59,831 - mmaction - INFO - Epoch [175][1400/1879] lr: 2.325e-02, eta: 1 day, 13:52:59, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.5223, top5_acc: 0.7367, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.5664 2021-07-11 14:01:17,009 - mmaction - INFO - Epoch [175][1420/1879] lr: 2.325e-02, eta: 1 day, 13:52:41, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7391, loss_cls: 2.1627, loss: 2.1627, grad_norm: 3.5588 2021-07-11 14:01:34,275 - mmaction - INFO - Epoch [175][1440/1879] lr: 2.325e-02, eta: 1 day, 13:52:23, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4930, top5_acc: 0.7137, loss_cls: 2.2499, loss: 2.2499, grad_norm: 3.4955 2021-07-11 14:01:51,376 - mmaction - INFO - Epoch [175][1460/1879] lr: 2.325e-02, eta: 1 day, 13:52:04, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.5199, top5_acc: 0.7371, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.4897 2021-07-11 14:02:08,664 - mmaction - INFO - Epoch [175][1480/1879] lr: 2.325e-02, eta: 1 day, 13:51:46, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7484, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.5205 2021-07-11 14:02:25,632 - mmaction - INFO - Epoch [175][1500/1879] lr: 2.325e-02, eta: 1 day, 13:51:28, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5109, top5_acc: 0.7344, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.5210 2021-07-11 14:02:42,732 - mmaction - INFO - Epoch [175][1520/1879] lr: 2.325e-02, eta: 1 day, 13:51:10, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7320, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.5816 2021-07-11 14:02:59,851 - mmaction - INFO - Epoch [175][1540/1879] lr: 2.325e-02, eta: 1 day, 13:50:52, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.5681 2021-07-11 14:03:16,980 - mmaction - INFO - Epoch [175][1560/1879] lr: 2.325e-02, eta: 1 day, 13:50:33, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5117, top5_acc: 0.7387, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.4728 2021-07-11 14:03:33,981 - mmaction - INFO - Epoch [175][1580/1879] lr: 2.325e-02, eta: 1 day, 13:50:15, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7387, loss_cls: 2.1159, loss: 2.1159, grad_norm: 3.4319 2021-07-11 14:03:51,224 - mmaction - INFO - Epoch [175][1600/1879] lr: 2.325e-02, eta: 1 day, 13:49:57, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.4783 2021-07-11 14:04:08,210 - mmaction - INFO - Epoch [175][1620/1879] lr: 2.325e-02, eta: 1 day, 13:49:39, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7363, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.5604 2021-07-11 14:04:25,304 - mmaction - INFO - Epoch [175][1640/1879] lr: 2.325e-02, eta: 1 day, 13:49:20, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.5184, top5_acc: 0.7375, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.3717 2021-07-11 14:04:42,380 - mmaction - INFO - Epoch [175][1660/1879] lr: 2.325e-02, eta: 1 day, 13:49:02, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5102, top5_acc: 0.7402, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.4357 2021-07-11 14:04:59,493 - mmaction - INFO - Epoch [175][1680/1879] lr: 2.325e-02, eta: 1 day, 13:48:44, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5219, top5_acc: 0.7504, loss_cls: 2.0648, loss: 2.0648, grad_norm: 3.4016 2021-07-11 14:05:16,461 - mmaction - INFO - Epoch [175][1700/1879] lr: 2.325e-02, eta: 1 day, 13:48:26, time: 0.847, data_time: 0.001, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.4921 2021-07-11 14:05:33,521 - mmaction - INFO - Epoch [175][1720/1879] lr: 2.325e-02, eta: 1 day, 13:48:07, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7379, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.5688 2021-07-11 14:05:50,562 - mmaction - INFO - Epoch [175][1740/1879] lr: 2.325e-02, eta: 1 day, 13:47:49, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7410, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.5092 2021-07-11 14:06:07,723 - mmaction - INFO - Epoch [175][1760/1879] lr: 2.325e-02, eta: 1 day, 13:47:31, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5070, top5_acc: 0.7480, loss_cls: 2.1105, loss: 2.1105, grad_norm: 3.4950 2021-07-11 14:06:24,650 - mmaction - INFO - Epoch [175][1780/1879] lr: 2.325e-02, eta: 1 day, 13:47:13, time: 0.848, data_time: 0.004, memory: 6462, top1_acc: 0.5199, top5_acc: 0.7438, loss_cls: 2.0921, loss: 2.0921, grad_norm: 3.5177 2021-07-11 14:06:41,725 - mmaction - INFO - Epoch [175][1800/1879] lr: 2.325e-02, eta: 1 day, 13:46:54, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.4859 2021-07-11 14:06:58,810 - mmaction - INFO - Epoch [175][1820/1879] lr: 2.325e-02, eta: 1 day, 13:46:36, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7414, loss_cls: 2.1327, loss: 2.1327, grad_norm: 3.4511 2021-07-11 14:07:15,825 - mmaction - INFO - Epoch [175][1840/1879] lr: 2.325e-02, eta: 1 day, 13:46:18, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.4941, top5_acc: 0.7406, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.4595 2021-07-11 14:07:32,906 - mmaction - INFO - Epoch [175][1860/1879] lr: 2.325e-02, eta: 1 day, 13:46:00, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7496, loss_cls: 2.1159, loss: 2.1159, grad_norm: 3.4860 2021-07-11 14:08:00,648 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 14:08:00,659 - mmaction - INFO - 106 BN found 2021-07-11 14:12:36,710 - mmaction - INFO - BN stats updated 2021-07-11 14:16:18,669 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-11 14:16:19,606 - mmaction - INFO - top1_acc 0.5938 top5_acc 0.8241 2021-07-11 14:16:19,607 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-11 14:16:19,694 - mmaction - INFO - mean_acc 0.5937 2021-07-11 14:16:20,493 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_175.pth. 2021-07-11 14:16:20,493 - mmaction - INFO - Best top1_acc is 0.5938 at 175 epoch. 2021-07-11 14:16:20,502 - mmaction - INFO - Epoch(val) [175][155] top1_acc: 0.5938, top5_acc: 0.8241, mean_class_accuracy: 0.5937 2021-07-11 14:17:49,752 - mmaction - INFO - Epoch [176][20/1879] lr: 2.273e-02, eta: 1 day, 13:45:50, time: 4.460, data_time: 3.487, memory: 6462, top1_acc: 0.5074, top5_acc: 0.7398, loss_cls: 2.1162, loss: 2.1162, grad_norm: 3.4934 2021-07-11 14:18:06,222 - mmaction - INFO - Epoch [176][40/1879] lr: 2.273e-02, eta: 1 day, 13:45:32, time: 0.823, data_time: 0.007, memory: 6462, top1_acc: 0.5359, top5_acc: 0.7543, loss_cls: 2.0490, loss: 2.0490, grad_norm: 3.4393 2021-07-11 14:18:22,734 - mmaction - INFO - Epoch [176][60/1879] lr: 2.273e-02, eta: 1 day, 13:45:13, time: 0.826, data_time: 0.003, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7445, loss_cls: 2.0999, loss: 2.0999, grad_norm: 3.4903 2021-07-11 14:18:39,365 - mmaction - INFO - Epoch [176][80/1879] lr: 2.273e-02, eta: 1 day, 13:44:55, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.5152, top5_acc: 0.7461, loss_cls: 2.1073, loss: 2.1073, grad_norm: 3.5039 2021-07-11 14:18:55,897 - mmaction - INFO - Epoch [176][100/1879] lr: 2.273e-02, eta: 1 day, 13:44:36, time: 0.829, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.0933, loss: 2.0933, grad_norm: 3.5531 2021-07-11 14:19:12,602 - mmaction - INFO - Epoch [176][120/1879] lr: 2.273e-02, eta: 1 day, 13:44:18, time: 0.834, data_time: 0.005, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0687, loss: 2.0687, grad_norm: 3.5896 2021-07-11 14:19:29,352 - mmaction - INFO - Epoch [176][140/1879] lr: 2.273e-02, eta: 1 day, 13:43:59, time: 0.839, data_time: 0.004, memory: 6462, top1_acc: 0.5285, top5_acc: 0.7562, loss_cls: 2.0691, loss: 2.0691, grad_norm: 3.5089 2021-07-11 14:19:45,977 - mmaction - INFO - Epoch [176][160/1879] lr: 2.273e-02, eta: 1 day, 13:43:41, time: 0.830, data_time: 0.001, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7352, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.5353 2021-07-11 14:20:02,903 - mmaction - INFO - Epoch [176][180/1879] lr: 2.273e-02, eta: 1 day, 13:43:23, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7285, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.5709 2021-07-11 14:20:19,589 - mmaction - INFO - Epoch [176][200/1879] lr: 2.273e-02, eta: 1 day, 13:43:04, time: 0.834, data_time: 0.002, memory: 6462, top1_acc: 0.5246, top5_acc: 0.7496, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.5122 2021-07-11 14:20:36,600 - mmaction - INFO - Epoch [176][220/1879] lr: 2.273e-02, eta: 1 day, 13:42:46, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.4980, top5_acc: 0.7312, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.5259 2021-07-11 14:20:53,386 - mmaction - INFO - Epoch [176][240/1879] lr: 2.273e-02, eta: 1 day, 13:42:28, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.5297 2021-07-11 14:21:10,321 - mmaction - INFO - Epoch [176][260/1879] lr: 2.273e-02, eta: 1 day, 13:42:09, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.5215, top5_acc: 0.7441, loss_cls: 2.1033, loss: 2.1033, grad_norm: 3.4680 2021-07-11 14:21:27,252 - mmaction - INFO - Epoch [176][280/1879] lr: 2.273e-02, eta: 1 day, 13:41:51, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7441, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.5460 2021-07-11 14:21:44,227 - mmaction - INFO - Epoch [176][300/1879] lr: 2.273e-02, eta: 1 day, 13:41:33, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.5160, top5_acc: 0.7438, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.4368 2021-07-11 14:22:01,082 - mmaction - INFO - Epoch [176][320/1879] lr: 2.273e-02, eta: 1 day, 13:41:14, time: 0.845, data_time: 0.004, memory: 6462, top1_acc: 0.5328, top5_acc: 0.7504, loss_cls: 2.0770, loss: 2.0770, grad_norm: 3.5189 2021-07-11 14:22:18,266 - mmaction - INFO - Epoch [176][340/1879] lr: 2.273e-02, eta: 1 day, 13:40:56, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1373, loss: 2.1373, grad_norm: 3.5713 2021-07-11 14:22:35,141 - mmaction - INFO - Epoch [176][360/1879] lr: 2.273e-02, eta: 1 day, 13:40:38, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7457, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.6413 2021-07-11 14:22:52,332 - mmaction - INFO - Epoch [176][380/1879] lr: 2.273e-02, eta: 1 day, 13:40:20, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.5366 2021-07-11 14:23:09,394 - mmaction - INFO - Epoch [176][400/1879] lr: 2.273e-02, eta: 1 day, 13:40:01, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5160, top5_acc: 0.7605, loss_cls: 2.0625, loss: 2.0625, grad_norm: 3.4992 2021-07-11 14:23:26,528 - mmaction - INFO - Epoch [176][420/1879] lr: 2.273e-02, eta: 1 day, 13:39:43, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5352, top5_acc: 0.7504, loss_cls: 2.0528, loss: 2.0528, grad_norm: 3.4490 2021-07-11 14:23:43,668 - mmaction - INFO - Epoch [176][440/1879] lr: 2.273e-02, eta: 1 day, 13:39:25, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.5105, top5_acc: 0.7480, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.6084 2021-07-11 14:24:00,800 - mmaction - INFO - Epoch [176][460/1879] lr: 2.273e-02, eta: 1 day, 13:39:07, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5320, top5_acc: 0.7465, loss_cls: 2.0969, loss: 2.0969, grad_norm: 3.5142 2021-07-11 14:24:17,838 - mmaction - INFO - Epoch [176][480/1879] lr: 2.273e-02, eta: 1 day, 13:38:49, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.5016, top5_acc: 0.7441, loss_cls: 2.1377, loss: 2.1377, grad_norm: 3.5545 2021-07-11 14:24:35,126 - mmaction - INFO - Epoch [176][500/1879] lr: 2.273e-02, eta: 1 day, 13:38:30, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7543, loss_cls: 2.0914, loss: 2.0914, grad_norm: 3.5612 2021-07-11 14:24:52,071 - mmaction - INFO - Epoch [176][520/1879] lr: 2.273e-02, eta: 1 day, 13:38:12, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.4990 2021-07-11 14:25:08,948 - mmaction - INFO - Epoch [176][540/1879] lr: 2.273e-02, eta: 1 day, 13:37:54, time: 0.841, data_time: 0.004, memory: 6462, top1_acc: 0.5301, top5_acc: 0.7613, loss_cls: 2.0445, loss: 2.0445, grad_norm: 3.3956 2021-07-11 14:25:26,044 - mmaction - INFO - Epoch [176][560/1879] lr: 2.273e-02, eta: 1 day, 13:37:36, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7316, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.5791 2021-07-11 14:25:43,095 - mmaction - INFO - Epoch [176][580/1879] lr: 2.273e-02, eta: 1 day, 13:37:17, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.5180, top5_acc: 0.7535, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.5601 2021-07-11 14:25:59,930 - mmaction - INFO - Epoch [176][600/1879] lr: 2.273e-02, eta: 1 day, 13:36:59, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.5410, top5_acc: 0.7547, loss_cls: 2.0349, loss: 2.0349, grad_norm: 3.4493 2021-07-11 14:26:17,061 - mmaction - INFO - Epoch [176][620/1879] lr: 2.273e-02, eta: 1 day, 13:36:41, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7484, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.6040 2021-07-11 14:26:34,001 - mmaction - INFO - Epoch [176][640/1879] lr: 2.273e-02, eta: 1 day, 13:36:23, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.5195, top5_acc: 0.7488, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.4038 2021-07-11 14:26:51,061 - mmaction - INFO - Epoch [176][660/1879] lr: 2.273e-02, eta: 1 day, 13:36:04, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.5227, top5_acc: 0.7457, loss_cls: 2.0918, loss: 2.0918, grad_norm: 3.5502 2021-07-11 14:27:08,271 - mmaction - INFO - Epoch [176][680/1879] lr: 2.273e-02, eta: 1 day, 13:35:46, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7504, loss_cls: 2.1083, loss: 2.1083, grad_norm: 3.6231 2021-07-11 14:27:25,125 - mmaction - INFO - Epoch [176][700/1879] lr: 2.273e-02, eta: 1 day, 13:35:28, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7355, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.5307 2021-07-11 14:27:42,367 - mmaction - INFO - Epoch [176][720/1879] lr: 2.273e-02, eta: 1 day, 13:35:10, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.4909 2021-07-11 14:27:59,363 - mmaction - INFO - Epoch [176][740/1879] lr: 2.273e-02, eta: 1 day, 13:34:51, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5262, top5_acc: 0.7578, loss_cls: 2.0810, loss: 2.0810, grad_norm: 3.5153 2021-07-11 14:28:16,459 - mmaction - INFO - Epoch [176][760/1879] lr: 2.273e-02, eta: 1 day, 13:34:33, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5301, top5_acc: 0.7523, loss_cls: 2.1047, loss: 2.1047, grad_norm: 3.5501 2021-07-11 14:28:33,457 - mmaction - INFO - Epoch [176][780/1879] lr: 2.273e-02, eta: 1 day, 13:34:15, time: 0.849, data_time: 0.001, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.5775 2021-07-11 14:28:50,330 - mmaction - INFO - Epoch [176][800/1879] lr: 2.273e-02, eta: 1 day, 13:33:57, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.5043, top5_acc: 0.7277, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.5292 2021-07-11 14:29:07,679 - mmaction - INFO - Epoch [176][820/1879] lr: 2.273e-02, eta: 1 day, 13:33:39, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.5047, top5_acc: 0.7301, loss_cls: 2.1823, loss: 2.1823, grad_norm: 3.5218 2021-07-11 14:29:24,558 - mmaction - INFO - Epoch [176][840/1879] lr: 2.273e-02, eta: 1 day, 13:33:20, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.5199, top5_acc: 0.7602, loss_cls: 2.0662, loss: 2.0662, grad_norm: 3.5186 2021-07-11 14:29:41,717 - mmaction - INFO - Epoch [176][860/1879] lr: 2.273e-02, eta: 1 day, 13:33:02, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.5215, top5_acc: 0.7469, loss_cls: 2.1008, loss: 2.1008, grad_norm: 3.5296 2021-07-11 14:29:58,675 - mmaction - INFO - Epoch [176][880/1879] lr: 2.273e-02, eta: 1 day, 13:32:44, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7371, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.5226 2021-07-11 14:30:15,749 - mmaction - INFO - Epoch [176][900/1879] lr: 2.273e-02, eta: 1 day, 13:32:25, time: 0.851, data_time: 0.005, memory: 6462, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.0656, loss: 2.0656, grad_norm: 3.5680 2021-07-11 14:30:32,676 - mmaction - INFO - Epoch [176][920/1879] lr: 2.273e-02, eta: 1 day, 13:32:07, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.4879, top5_acc: 0.7297, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.5517 2021-07-11 14:30:49,760 - mmaction - INFO - Epoch [176][940/1879] lr: 2.273e-02, eta: 1 day, 13:31:49, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7316, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.6378 2021-07-11 14:31:06,547 - mmaction - INFO - Epoch [176][960/1879] lr: 2.273e-02, eta: 1 day, 13:31:31, time: 0.842, data_time: 0.005, memory: 6462, top1_acc: 0.5320, top5_acc: 0.7652, loss_cls: 2.0284, loss: 2.0284, grad_norm: 3.4284 2021-07-11 14:31:23,728 - mmaction - INFO - Epoch [176][980/1879] lr: 2.273e-02, eta: 1 day, 13:31:12, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.5145, top5_acc: 0.7418, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.5313 2021-07-11 14:31:40,511 - mmaction - INFO - Epoch [176][1000/1879] lr: 2.273e-02, eta: 1 day, 13:30:54, time: 0.843, data_time: 0.004, memory: 6462, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2298, loss: 2.2298, grad_norm: 3.6588 2021-07-11 14:31:57,620 - mmaction - INFO - Epoch [176][1020/1879] lr: 2.273e-02, eta: 1 day, 13:30:36, time: 0.853, data_time: 0.004, memory: 6462, top1_acc: 0.5176, top5_acc: 0.7375, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.4972 2021-07-11 14:32:14,683 - mmaction - INFO - Epoch [176][1040/1879] lr: 2.273e-02, eta: 1 day, 13:30:18, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.5281, top5_acc: 0.7480, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.5045 2021-07-11 14:32:31,756 - mmaction - INFO - Epoch [176][1060/1879] lr: 2.273e-02, eta: 1 day, 13:29:59, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.5215, top5_acc: 0.7441, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.5432 2021-07-11 14:32:48,787 - mmaction - INFO - Epoch [176][1080/1879] lr: 2.273e-02, eta: 1 day, 13:29:41, time: 0.850, data_time: 0.001, memory: 6462, top1_acc: 0.5191, top5_acc: 0.7582, loss_cls: 2.0779, loss: 2.0779, grad_norm: 3.5621 2021-07-11 14:33:05,976 - mmaction - INFO - Epoch [176][1100/1879] lr: 2.273e-02, eta: 1 day, 13:29:23, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5027, top5_acc: 0.7367, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.5458 2021-07-11 14:33:23,046 - mmaction - INFO - Epoch [176][1120/1879] lr: 2.273e-02, eta: 1 day, 13:29:05, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.5059, top5_acc: 0.7352, loss_cls: 2.1548, loss: 2.1548, grad_norm: 3.5761 2021-07-11 14:33:40,026 - mmaction - INFO - Epoch [176][1140/1879] lr: 2.273e-02, eta: 1 day, 13:28:46, time: 0.845, data_time: 0.001, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7418, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.4946 2021-07-11 14:33:56,932 - mmaction - INFO - Epoch [176][1160/1879] lr: 2.273e-02, eta: 1 day, 13:28:28, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.5262, top5_acc: 0.7441, loss_cls: 2.1164, loss: 2.1164, grad_norm: 3.4897 2021-07-11 14:34:14,019 - mmaction - INFO - Epoch [176][1180/1879] lr: 2.273e-02, eta: 1 day, 13:28:10, time: 0.851, data_time: 0.004, memory: 6462, top1_acc: 0.4996, top5_acc: 0.7363, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.6793 2021-07-11 14:34:30,988 - mmaction - INFO - Epoch [176][1200/1879] lr: 2.273e-02, eta: 1 day, 13:27:52, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.5722 2021-07-11 14:34:47,929 - mmaction - INFO - Epoch [176][1220/1879] lr: 2.273e-02, eta: 1 day, 13:27:33, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.4984, top5_acc: 0.7230, loss_cls: 2.2298, loss: 2.2298, grad_norm: 3.5508 2021-07-11 14:35:04,879 - mmaction - INFO - Epoch [176][1240/1879] lr: 2.273e-02, eta: 1 day, 13:27:15, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.5348, top5_acc: 0.7594, loss_cls: 2.0284, loss: 2.0284, grad_norm: 3.4190 2021-07-11 14:35:21,849 - mmaction - INFO - Epoch [176][1260/1879] lr: 2.273e-02, eta: 1 day, 13:26:57, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5082, top5_acc: 0.7383, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.5592 2021-07-11 14:35:39,041 - mmaction - INFO - Epoch [176][1280/1879] lr: 2.273e-02, eta: 1 day, 13:26:39, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.4711 2021-07-11 14:35:56,040 - mmaction - INFO - Epoch [176][1300/1879] lr: 2.273e-02, eta: 1 day, 13:26:20, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7559, loss_cls: 2.0508, loss: 2.0508, grad_norm: 3.5274 2021-07-11 14:36:13,041 - mmaction - INFO - Epoch [176][1320/1879] lr: 2.273e-02, eta: 1 day, 13:26:02, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7383, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.5191 2021-07-11 14:36:30,137 - mmaction - INFO - Epoch [176][1340/1879] lr: 2.273e-02, eta: 1 day, 13:25:44, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7508, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.5081 2021-07-11 14:36:46,983 - mmaction - INFO - Epoch [176][1360/1879] lr: 2.273e-02, eta: 1 day, 13:25:26, time: 0.841, data_time: 0.005, memory: 6462, top1_acc: 0.5121, top5_acc: 0.7543, loss_cls: 2.0967, loss: 2.0967, grad_norm: 3.5140 2021-07-11 14:37:03,946 - mmaction - INFO - Epoch [176][1380/1879] lr: 2.273e-02, eta: 1 day, 13:25:07, time: 0.849, data_time: 0.003, memory: 6462, top1_acc: 0.5090, top5_acc: 0.7328, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.5875 2021-07-11 14:37:21,120 - mmaction - INFO - Epoch [176][1400/1879] lr: 2.273e-02, eta: 1 day, 13:24:49, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.5227, top5_acc: 0.7473, loss_cls: 2.0610, loss: 2.0610, grad_norm: 3.5113 2021-07-11 14:37:38,106 - mmaction - INFO - Epoch [176][1420/1879] lr: 2.273e-02, eta: 1 day, 13:24:31, time: 0.848, data_time: 0.003, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1306, loss: 2.1306, grad_norm: 3.5776 2021-07-11 14:37:55,253 - mmaction - INFO - Epoch [176][1440/1879] lr: 2.273e-02, eta: 1 day, 13:24:13, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.5051, top5_acc: 0.7441, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.5498 2021-07-11 14:38:12,114 - mmaction - INFO - Epoch [176][1460/1879] lr: 2.273e-02, eta: 1 day, 13:23:54, time: 0.844, data_time: 0.002, memory: 6462, top1_acc: 0.5133, top5_acc: 0.7496, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.5085 2021-07-11 14:38:29,252 - mmaction - INFO - Epoch [176][1480/1879] lr: 2.273e-02, eta: 1 day, 13:23:36, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.5203, top5_acc: 0.7520, loss_cls: 2.1047, loss: 2.1047, grad_norm: 3.5959 2021-07-11 14:38:46,234 - mmaction - INFO - Epoch [176][1500/1879] lr: 2.273e-02, eta: 1 day, 13:23:18, time: 0.852, data_time: 0.005, memory: 6462, top1_acc: 0.5113, top5_acc: 0.7465, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.6230 2021-07-11 14:39:03,234 - mmaction - INFO - Epoch [176][1520/1879] lr: 2.273e-02, eta: 1 day, 13:23:00, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5375, top5_acc: 0.7516, loss_cls: 2.0628, loss: 2.0628, grad_norm: 3.4792 2021-07-11 14:39:20,294 - mmaction - INFO - Epoch [176][1540/1879] lr: 2.273e-02, eta: 1 day, 13:22:41, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7379, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.5846 2021-07-11 14:39:37,453 - mmaction - INFO - Epoch [176][1560/1879] lr: 2.273e-02, eta: 1 day, 13:22:23, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.5020, top5_acc: 0.7340, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.5812 2021-07-11 14:39:54,520 - mmaction - INFO - Epoch [176][1580/1879] lr: 2.273e-02, eta: 1 day, 13:22:05, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.5066, top5_acc: 0.7422, loss_cls: 2.1524, loss: 2.1524, grad_norm: 3.4684 2021-07-11 14:40:11,735 - mmaction - INFO - Epoch [176][1600/1879] lr: 2.273e-02, eta: 1 day, 13:21:47, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.0982, loss: 2.0982, grad_norm: 3.5280 2021-07-11 14:40:28,822 - mmaction - INFO - Epoch [176][1620/1879] lr: 2.273e-02, eta: 1 day, 13:21:29, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.6317 2021-07-11 14:40:45,871 - mmaction - INFO - Epoch [176][1640/1879] lr: 2.273e-02, eta: 1 day, 13:21:10, time: 0.850, data_time: 0.004, memory: 6462, top1_acc: 0.5098, top5_acc: 0.7285, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.6008 2021-07-11 14:41:02,813 - mmaction - INFO - Epoch [176][1660/1879] lr: 2.273e-02, eta: 1 day, 13:20:52, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.6425 2021-07-11 14:41:19,842 - mmaction - INFO - Epoch [176][1680/1879] lr: 2.273e-02, eta: 1 day, 13:20:34, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.4761 2021-07-11 14:41:37,043 - mmaction - INFO - Epoch [176][1700/1879] lr: 2.273e-02, eta: 1 day, 13:20:16, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.5164, top5_acc: 0.7441, loss_cls: 2.1149, loss: 2.1149, grad_norm: 3.5334 2021-07-11 14:41:53,988 - mmaction - INFO - Epoch [176][1720/1879] lr: 2.273e-02, eta: 1 day, 13:19:57, time: 0.845, data_time: 0.005, memory: 6462, top1_acc: 0.5168, top5_acc: 0.7504, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.4751 2021-07-11 14:42:11,071 - mmaction - INFO - Epoch [176][1740/1879] lr: 2.273e-02, eta: 1 day, 13:19:39, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5266, top5_acc: 0.7402, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.4316 2021-07-11 14:42:27,852 - mmaction - INFO - Epoch [176][1760/1879] lr: 2.273e-02, eta: 1 day, 13:19:21, time: 0.840, data_time: 0.006, memory: 6462, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.4845 2021-07-11 14:42:44,783 - mmaction - INFO - Epoch [176][1780/1879] lr: 2.273e-02, eta: 1 day, 13:19:03, time: 0.847, data_time: 0.002, memory: 6462, top1_acc: 0.5012, top5_acc: 0.7422, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.6175 2021-07-11 14:43:01,931 - mmaction - INFO - Epoch [176][1800/1879] lr: 2.273e-02, eta: 1 day, 13:18:44, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.5000, top5_acc: 0.7293, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.5262 2021-07-11 14:43:19,080 - mmaction - INFO - Epoch [176][1820/1879] lr: 2.273e-02, eta: 1 day, 13:18:26, time: 0.860, data_time: 0.004, memory: 6462, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.4384 2021-07-11 14:43:36,089 - mmaction - INFO - Epoch [176][1840/1879] lr: 2.273e-02, eta: 1 day, 13:18:08, time: 0.847, data_time: 0.004, memory: 6462, top1_acc: 0.5156, top5_acc: 0.7449, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.4260 2021-07-11 14:43:53,113 - mmaction - INFO - Epoch [176][1860/1879] lr: 2.273e-02, eta: 1 day, 13:17:50, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.5207, top5_acc: 0.7461, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.3803 2021-07-11 14:44:19,373 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-11 14:44:19,383 - mmaction - INFO - 106 BN found 2021-07-11 14:48:55,664 - mmaction - INFO - BN stats updated 2021-07-11 14:48:57,679 - mmaction - INFO - Saving checkpoint at 176 epochs 2021-07-16 19:44:29,002 - mmaction - INFO - Epoch [177][20/1879] lr: 2.222e-02, eta: 5 days, 8:52:03, time: 3.087, data_time: 2.121, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7840, loss_cls: 1.8939, loss: 1.8939, grad_norm: 4.4978 2021-07-16 19:44:44,702 - mmaction - INFO - Epoch [177][40/1879] lr: 2.222e-02, eta: 3 days, 8:49:04, time: 0.785, data_time: 0.007, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7574, loss_cls: 1.9826, loss: 1.9826, grad_norm: 4.5622 2021-07-16 19:45:00,604 - mmaction - INFO - Epoch [177][60/1879] lr: 2.222e-02, eta: 2 days, 16:54:50, time: 0.794, data_time: 0.005, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7648, loss_cls: 2.0009, loss: 2.0009, grad_norm: 4.4918 2021-07-16 19:45:16,642 - mmaction - INFO - Epoch [177][80/1879] lr: 2.222e-02, eta: 2 days, 9:02:16, time: 0.801, data_time: 0.003, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7594, loss_cls: 2.0406, loss: 2.0406, grad_norm: 4.5024 2021-07-16 19:45:33,081 - mmaction - INFO - Epoch [177][100/1879] lr: 2.222e-02, eta: 2 days, 4:27:52, time: 0.820, data_time: 0.005, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7559, loss_cls: 2.0515, loss: 2.0515, grad_norm: 4.5306 2021-07-16 19:45:49,223 - mmaction - INFO - Epoch [177][120/1879] lr: 2.222e-02, eta: 2 days, 1:21:24, time: 0.811, data_time: 0.006, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7441, loss_cls: 2.0909, loss: 2.0909, grad_norm: 4.5151 2021-07-16 19:46:05,415 - mmaction - INFO - Epoch [177][140/1879] lr: 2.222e-02, eta: 1 day, 23:07:28, time: 0.810, data_time: 0.006, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7539, loss_cls: 2.0661, loss: 2.0661, grad_norm: 4.5984 2021-07-16 19:46:21,826 - mmaction - INFO - Epoch [177][160/1879] lr: 2.222e-02, eta: 1 day, 21:30:02, time: 0.819, data_time: 0.007, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7500, loss_cls: 2.0350, loss: 2.0350, grad_norm: 4.4141 2021-07-16 19:46:38,327 - mmaction - INFO - Epoch [177][180/1879] lr: 2.222e-02, eta: 1 day, 20:16:09, time: 0.826, data_time: 0.003, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7645, loss_cls: 2.0048, loss: 2.0048, grad_norm: 4.3350 2021-07-16 19:46:54,858 - mmaction - INFO - Epoch [177][200/1879] lr: 2.222e-02, eta: 1 day, 19:16:58, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0338, loss: 2.0338, grad_norm: 4.4013 2021-07-16 19:47:11,351 - mmaction - INFO - Epoch [177][220/1879] lr: 2.222e-02, eta: 1 day, 18:28:08, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7473, loss_cls: 2.1045, loss: 2.1045, grad_norm: 4.5236 2021-07-16 19:47:28,004 - mmaction - INFO - Epoch [177][240/1879] lr: 2.222e-02, eta: 1 day, 17:48:33, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 1.9886, loss: 1.9886, grad_norm: 4.2544 2021-07-16 19:47:44,498 - mmaction - INFO - Epoch [177][260/1879] lr: 2.222e-02, eta: 1 day, 17:13:58, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7461, loss_cls: 2.0927, loss: 2.0927, grad_norm: 4.2643 2021-07-16 19:48:01,057 - mmaction - INFO - Epoch [177][280/1879] lr: 2.222e-02, eta: 1 day, 16:44:55, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7496, loss_cls: 2.0444, loss: 2.0444, grad_norm: 4.3315 2021-07-16 19:48:17,665 - mmaction - INFO - Epoch [177][300/1879] lr: 2.222e-02, eta: 1 day, 16:19:56, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7562, loss_cls: 2.0705, loss: 2.0705, grad_norm: 4.4558 2021-07-16 19:48:34,236 - mmaction - INFO - Epoch [177][320/1879] lr: 2.222e-02, eta: 1 day, 15:58:13, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7418, loss_cls: 2.1312, loss: 2.1312, grad_norm: 4.4138 2021-07-16 19:48:50,827 - mmaction - INFO - Epoch [177][340/1879] lr: 2.222e-02, eta: 1 day, 15:38:44, time: 0.829, data_time: 0.007, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9992, loss: 1.9992, grad_norm: 4.3423 2021-07-16 19:49:07,192 - mmaction - INFO - Epoch [177][360/1879] lr: 2.222e-02, eta: 1 day, 15:19:59, time: 0.819, data_time: 0.002, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7465, loss_cls: 2.0711, loss: 2.0711, grad_norm: 4.3244 2021-07-16 19:49:23,794 - mmaction - INFO - Epoch [177][380/1879] lr: 2.222e-02, eta: 1 day, 15:04:19, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7668, loss_cls: 2.0205, loss: 2.0205, grad_norm: 4.2638 2021-07-16 19:49:40,355 - mmaction - INFO - Epoch [177][400/1879] lr: 2.222e-02, eta: 1 day, 14:50:28, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7492, loss_cls: 2.0478, loss: 2.0478, grad_norm: 4.3056 2021-07-16 19:49:56,800 - mmaction - INFO - Epoch [177][420/1879] lr: 2.222e-02, eta: 1 day, 14:37:03, time: 0.822, data_time: 0.002, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7566, loss_cls: 2.0428, loss: 2.0428, grad_norm: 4.3411 2021-07-16 19:50:13,389 - mmaction - INFO - Epoch [177][440/1879] lr: 2.222e-02, eta: 1 day, 14:25:32, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7504, loss_cls: 2.0766, loss: 2.0766, grad_norm: 4.4438 2021-07-16 19:50:29,961 - mmaction - INFO - Epoch [177][460/1879] lr: 2.222e-02, eta: 1 day, 14:14:58, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7508, loss_cls: 2.0784, loss: 2.0784, grad_norm: 4.4948 2021-07-16 19:50:46,630 - mmaction - INFO - Epoch [177][480/1879] lr: 2.222e-02, eta: 1 day, 14:05:52, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0767, loss: 2.0767, grad_norm: 4.4279 2021-07-16 19:51:03,305 - mmaction - INFO - Epoch [177][500/1879] lr: 2.222e-02, eta: 1 day, 13:57:18, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7535, loss_cls: 2.0654, loss: 2.0654, grad_norm: 4.3418 2021-07-16 19:51:19,960 - mmaction - INFO - Epoch [177][520/1879] lr: 2.222e-02, eta: 1 day, 13:49:21, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9930, loss: 1.9930, grad_norm: 4.1602 2021-07-16 19:51:36,604 - mmaction - INFO - Epoch [177][540/1879] lr: 2.222e-02, eta: 1 day, 13:41:53, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0294, loss: 2.0294, grad_norm: 4.3979 2021-07-16 19:51:53,145 - mmaction - INFO - Epoch [177][560/1879] lr: 2.222e-02, eta: 1 day, 13:34:44, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7457, loss_cls: 2.0726, loss: 2.0726, grad_norm: 4.3176 2021-07-16 19:52:09,897 - mmaction - INFO - Epoch [177][580/1879] lr: 2.222e-02, eta: 1 day, 13:28:47, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0564, loss: 2.0564, grad_norm: 4.3992 2021-07-16 19:52:26,449 - mmaction - INFO - Epoch [177][600/1879] lr: 2.222e-02, eta: 1 day, 13:22:12, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7453, loss_cls: 2.1037, loss: 2.1037, grad_norm: 4.3923 2021-07-16 19:52:43,021 - mmaction - INFO - Epoch [177][620/1879] lr: 2.222e-02, eta: 1 day, 13:16:25, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7438, loss_cls: 2.1187, loss: 2.1187, grad_norm: 4.2580 2021-07-16 19:52:59,475 - mmaction - INFO - Epoch [177][640/1879] lr: 2.222e-02, eta: 1 day, 13:10:26, time: 0.823, data_time: 0.001, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7332, loss_cls: 2.1709, loss: 2.1709, grad_norm: 4.2484 2021-07-16 19:53:16,028 - mmaction - INFO - Epoch [177][660/1879] lr: 2.222e-02, eta: 1 day, 13:05:00, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0967, loss: 2.0967, grad_norm: 4.3099 2021-07-16 19:53:32,592 - mmaction - INFO - Epoch [177][680/1879] lr: 2.222e-02, eta: 1 day, 13:00:05, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.0898, loss: 2.0898, grad_norm: 4.3755 2021-07-16 19:53:49,225 - mmaction - INFO - Epoch [177][700/1879] lr: 2.222e-02, eta: 1 day, 12:55:34, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7602, loss_cls: 2.0277, loss: 2.0277, grad_norm: 4.2258 2021-07-16 19:54:05,765 - mmaction - INFO - Epoch [177][720/1879] lr: 2.222e-02, eta: 1 day, 12:51:06, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7441, loss_cls: 2.0814, loss: 2.0814, grad_norm: 4.3161 2021-07-16 19:54:22,399 - mmaction - INFO - Epoch [177][740/1879] lr: 2.222e-02, eta: 1 day, 12:47:03, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7434, loss_cls: 2.1116, loss: 2.1116, grad_norm: 4.3323 2021-07-16 19:54:38,971 - mmaction - INFO - Epoch [177][760/1879] lr: 2.222e-02, eta: 1 day, 12:43:03, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7516, loss_cls: 2.0993, loss: 2.0993, grad_norm: 4.3669 2021-07-16 19:54:55,536 - mmaction - INFO - Epoch [177][780/1879] lr: 2.222e-02, eta: 1 day, 12:39:12, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0896, loss: 2.0896, grad_norm: 4.2404 2021-07-16 19:55:11,998 - mmaction - INFO - Epoch [177][800/1879] lr: 2.222e-02, eta: 1 day, 12:35:05, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7484, loss_cls: 2.1155, loss: 2.1155, grad_norm: 4.3433 2021-07-16 19:55:28,574 - mmaction - INFO - Epoch [177][820/1879] lr: 2.222e-02, eta: 1 day, 12:31:38, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7496, loss_cls: 2.1207, loss: 2.1207, grad_norm: 4.4144 2021-07-16 19:55:45,378 - mmaction - INFO - Epoch [177][840/1879] lr: 2.222e-02, eta: 1 day, 12:29:00, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1122, loss: 2.1122, grad_norm: 4.3211 2021-07-16 19:56:01,935 - mmaction - INFO - Epoch [177][860/1879] lr: 2.222e-02, eta: 1 day, 12:25:49, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1213, loss: 2.1213, grad_norm: 4.2887 2021-07-16 19:56:18,478 - mmaction - INFO - Epoch [177][880/1879] lr: 2.222e-02, eta: 1 day, 12:22:41, time: 0.827, data_time: 0.006, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7512, loss_cls: 2.0781, loss: 2.0781, grad_norm: 4.3758 2021-07-16 19:56:35,076 - mmaction - INFO - Epoch [177][900/1879] lr: 2.222e-02, eta: 1 day, 12:19:48, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7457, loss_cls: 2.0998, loss: 2.0998, grad_norm: 4.3082 2021-07-16 19:56:51,679 - mmaction - INFO - Epoch [177][920/1879] lr: 2.222e-02, eta: 1 day, 12:17:07, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7574, loss_cls: 2.0551, loss: 2.0551, grad_norm: 4.2688 2021-07-16 19:57:08,306 - mmaction - INFO - Epoch [177][940/1879] lr: 2.222e-02, eta: 1 day, 12:14:32, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1262, loss: 2.1262, grad_norm: 4.3365 2021-07-16 19:57:24,971 - mmaction - INFO - Epoch [177][960/1879] lr: 2.222e-02, eta: 1 day, 12:12:02, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0716, loss: 2.0716, grad_norm: 4.2421 2021-07-16 19:57:41,633 - mmaction - INFO - Epoch [177][980/1879] lr: 2.222e-02, eta: 1 day, 12:09:53, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7566, loss_cls: 2.0728, loss: 2.0728, grad_norm: 4.2278 2021-07-16 19:57:58,058 - mmaction - INFO - Epoch [177][1000/1879] lr: 2.222e-02, eta: 1 day, 12:07:05, time: 0.821, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7559, loss_cls: 2.0682, loss: 2.0682, grad_norm: 4.2883 2021-07-16 19:58:14,700 - mmaction - INFO - Epoch [177][1020/1879] lr: 2.222e-02, eta: 1 day, 12:04:54, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7484, loss_cls: 2.0813, loss: 2.0813, grad_norm: 4.1273 2021-07-16 19:58:31,252 - mmaction - INFO - Epoch [177][1040/1879] lr: 2.222e-02, eta: 1 day, 12:02:28, time: 0.825, data_time: 0.003, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7426, loss_cls: 2.1360, loss: 2.1360, grad_norm: 4.3228 2021-07-16 19:58:47,828 - mmaction - INFO - Epoch [177][1060/1879] lr: 2.222e-02, eta: 1 day, 12:00:22, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7520, loss_cls: 2.0915, loss: 2.0915, grad_norm: 4.2039 2021-07-16 19:59:04,428 - mmaction - INFO - Epoch [177][1080/1879] lr: 2.222e-02, eta: 1 day, 11:58:16, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7590, loss_cls: 2.0262, loss: 2.0262, grad_norm: 4.2986 2021-07-16 19:59:21,050 - mmaction - INFO - Epoch [177][1100/1879] lr: 2.222e-02, eta: 1 day, 11:56:24, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1518, loss: 2.1518, grad_norm: 4.4430 2021-07-16 19:59:37,746 - mmaction - INFO - Epoch [177][1120/1879] lr: 2.222e-02, eta: 1 day, 11:54:36, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7559, loss_cls: 2.0722, loss: 2.0722, grad_norm: 4.2995 2021-07-16 19:59:54,187 - mmaction - INFO - Epoch [177][1140/1879] lr: 2.222e-02, eta: 1 day, 11:52:26, time: 0.823, data_time: 0.003, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7363, loss_cls: 2.1838, loss: 2.1838, grad_norm: 4.3035 2021-07-16 20:00:10,837 - mmaction - INFO - Epoch [177][1160/1879] lr: 2.222e-02, eta: 1 day, 11:50:43, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7527, loss_cls: 2.0758, loss: 2.0758, grad_norm: 4.1151 2021-07-16 20:00:27,330 - mmaction - INFO - Epoch [177][1180/1879] lr: 2.222e-02, eta: 1 day, 11:48:44, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7582, loss_cls: 2.0193, loss: 2.0193, grad_norm: 4.0936 2021-07-16 20:00:43,991 - mmaction - INFO - Epoch [177][1200/1879] lr: 2.222e-02, eta: 1 day, 11:47:08, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7520, loss_cls: 2.0600, loss: 2.0600, grad_norm: 4.2261 2021-07-16 20:01:00,609 - mmaction - INFO - Epoch [177][1220/1879] lr: 2.222e-02, eta: 1 day, 11:45:28, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7551, loss_cls: 2.0839, loss: 2.0839, grad_norm: 4.2726 2021-07-16 20:01:17,249 - mmaction - INFO - Epoch [177][1240/1879] lr: 2.222e-02, eta: 1 day, 11:43:57, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1089, loss: 2.1089, grad_norm: 4.2550 2021-07-16 20:01:33,767 - mmaction - INFO - Epoch [177][1260/1879] lr: 2.222e-02, eta: 1 day, 11:42:09, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7426, loss_cls: 2.1171, loss: 2.1171, grad_norm: 4.2689 2021-07-16 20:01:50,357 - mmaction - INFO - Epoch [177][1280/1879] lr: 2.222e-02, eta: 1 day, 11:40:34, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7570, loss_cls: 2.0907, loss: 2.0907, grad_norm: 4.2386 2021-07-16 20:02:06,923 - mmaction - INFO - Epoch [177][1300/1879] lr: 2.222e-02, eta: 1 day, 11:39:06, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7301, loss_cls: 2.1712, loss: 2.1712, grad_norm: 4.3339 2021-07-16 20:02:23,501 - mmaction - INFO - Epoch [177][1320/1879] lr: 2.222e-02, eta: 1 day, 11:37:35, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7582, loss_cls: 2.0611, loss: 2.0611, grad_norm: 4.2708 2021-07-16 20:02:40,195 - mmaction - INFO - Epoch [177][1340/1879] lr: 2.222e-02, eta: 1 day, 11:36:21, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7441, loss_cls: 2.1570, loss: 2.1570, grad_norm: 4.2687 2021-07-16 20:02:56,653 - mmaction - INFO - Epoch [177][1360/1879] lr: 2.222e-02, eta: 1 day, 11:34:40, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7508, loss_cls: 2.0621, loss: 2.0621, grad_norm: 4.1709 2021-07-16 20:03:13,296 - mmaction - INFO - Epoch [177][1380/1879] lr: 2.222e-02, eta: 1 day, 11:33:21, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7391, loss_cls: 2.1419, loss: 2.1419, grad_norm: 4.4332 2021-07-16 20:03:29,972 - mmaction - INFO - Epoch [177][1400/1879] lr: 2.222e-02, eta: 1 day, 11:32:11, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7352, loss_cls: 2.1596, loss: 2.1596, grad_norm: 4.2559 2021-07-16 20:03:46,440 - mmaction - INFO - Epoch [177][1420/1879] lr: 2.222e-02, eta: 1 day, 11:30:38, time: 0.823, data_time: 0.001, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7434, loss_cls: 2.1432, loss: 2.1432, grad_norm: 4.2565 2021-07-16 20:04:03,122 - mmaction - INFO - Epoch [177][1440/1879] lr: 2.222e-02, eta: 1 day, 11:29:26, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7379, loss_cls: 2.1519, loss: 2.1519, grad_norm: 4.2583 2021-07-16 20:04:19,574 - mmaction - INFO - Epoch [177][1460/1879] lr: 2.222e-02, eta: 1 day, 11:28:03, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7719, loss_cls: 2.0057, loss: 2.0057, grad_norm: 4.1161 2021-07-16 20:04:36,179 - mmaction - INFO - Epoch [177][1480/1879] lr: 2.222e-02, eta: 1 day, 11:26:46, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7543, loss_cls: 2.1130, loss: 2.1130, grad_norm: 4.3793 2021-07-16 20:04:52,748 - mmaction - INFO - Epoch [177][1500/1879] lr: 2.222e-02, eta: 1 day, 11:25:36, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7461, loss_cls: 2.1307, loss: 2.1307, grad_norm: 4.3099 2021-07-16 20:05:09,318 - mmaction - INFO - Epoch [177][1520/1879] lr: 2.222e-02, eta: 1 day, 11:24:22, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7418, loss_cls: 2.1178, loss: 2.1178, grad_norm: 4.2335 2021-07-16 20:05:25,750 - mmaction - INFO - Epoch [177][1540/1879] lr: 2.222e-02, eta: 1 day, 11:22:57, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7402, loss_cls: 2.1609, loss: 2.1609, grad_norm: 4.2397 2021-07-16 20:05:42,369 - mmaction - INFO - Epoch [177][1560/1879] lr: 2.222e-02, eta: 1 day, 11:21:52, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7473, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.2176 2021-07-16 20:05:59,017 - mmaction - INFO - Epoch [177][1580/1879] lr: 2.222e-02, eta: 1 day, 11:20:51, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.0984, loss: 2.0984, grad_norm: 4.1737 2021-07-16 20:06:15,582 - mmaction - INFO - Epoch [177][1600/1879] lr: 2.222e-02, eta: 1 day, 11:19:41, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7426, loss_cls: 2.1406, loss: 2.1406, grad_norm: 4.2679 2021-07-16 20:06:32,096 - mmaction - INFO - Epoch [177][1620/1879] lr: 2.222e-02, eta: 1 day, 11:18:32, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7332, loss_cls: 2.1860, loss: 2.1860, grad_norm: 4.1412 2021-07-16 20:06:48,545 - mmaction - INFO - Epoch [177][1640/1879] lr: 2.222e-02, eta: 1 day, 11:17:11, time: 0.820, data_time: 0.003, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7574, loss_cls: 2.1016, loss: 2.1016, grad_norm: 4.1533 2021-07-16 20:07:05,247 - mmaction - INFO - Epoch [177][1660/1879] lr: 2.222e-02, eta: 1 day, 11:16:25, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7434, loss_cls: 2.1384, loss: 2.1384, grad_norm: 4.1254 2021-07-16 20:07:21,699 - mmaction - INFO - Epoch [177][1680/1879] lr: 2.222e-02, eta: 1 day, 11:15:08, time: 0.821, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7535, loss_cls: 2.0835, loss: 2.0835, grad_norm: 4.1434 2021-07-16 20:07:38,312 - mmaction - INFO - Epoch [177][1700/1879] lr: 2.222e-02, eta: 1 day, 11:14:14, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7410, loss_cls: 2.1599, loss: 2.1599, grad_norm: 4.2845 2021-07-16 20:07:54,848 - mmaction - INFO - Epoch [177][1720/1879] lr: 2.222e-02, eta: 1 day, 11:13:10, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7598, loss_cls: 2.0483, loss: 2.0483, grad_norm: 4.1508 2021-07-16 20:08:11,398 - mmaction - INFO - Epoch [177][1740/1879] lr: 2.222e-02, eta: 1 day, 11:12:07, time: 0.826, data_time: 0.003, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7527, loss_cls: 2.0987, loss: 2.0987, grad_norm: 4.2183 2021-07-16 20:08:28,039 - mmaction - INFO - Epoch [177][1760/1879] lr: 2.222e-02, eta: 1 day, 11:11:16, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7613, loss_cls: 2.0439, loss: 2.0439, grad_norm: 4.1671 2021-07-16 20:08:44,608 - mmaction - INFO - Epoch [177][1780/1879] lr: 2.222e-02, eta: 1 day, 11:10:18, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.1104, loss: 2.1104, grad_norm: 4.2139 2021-07-16 20:09:01,162 - mmaction - INFO - Epoch [177][1800/1879] lr: 2.222e-02, eta: 1 day, 11:09:21, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7348, loss_cls: 2.1463, loss: 2.1463, grad_norm: 4.2389 2021-07-16 20:09:17,634 - mmaction - INFO - Epoch [177][1820/1879] lr: 2.222e-02, eta: 1 day, 11:08:16, time: 0.822, data_time: 0.004, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7453, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.2650 2021-07-16 20:09:34,269 - mmaction - INFO - Epoch [177][1840/1879] lr: 2.222e-02, eta: 1 day, 11:07:28, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7508, loss_cls: 2.0801, loss: 2.0801, grad_norm: 4.2169 2021-07-16 20:09:50,969 - mmaction - INFO - Epoch [177][1860/1879] lr: 2.222e-02, eta: 1 day, 11:06:44, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7352, loss_cls: 2.1688, loss: 2.1688, grad_norm: 4.1518 2021-07-16 20:10:17,776 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 20:10:17,779 - mmaction - INFO - 106 BN found 2021-07-16 20:15:05,397 - mmaction - INFO - BN stats updated 2021-07-16 20:16:26,167 - mmaction - INFO - Epoch [178][20/1879] lr: 2.171e-02, eta: 1 day, 12:05:29, time: 3.937, data_time: 3.078, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7621, loss_cls: 2.0196, loss: 2.0196, grad_norm: 4.2044 2021-07-16 20:16:42,170 - mmaction - INFO - Epoch [178][40/1879] lr: 2.171e-02, eta: 1 day, 12:03:14, time: 0.799, data_time: 0.004, memory: 6455, top1_acc: 0.5156, top5_acc: 0.7328, loss_cls: 2.1481, loss: 2.1481, grad_norm: 4.1501 2021-07-16 20:16:58,315 - mmaction - INFO - Epoch [178][60/1879] lr: 2.171e-02, eta: 1 day, 12:01:12, time: 0.807, data_time: 0.002, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7371, loss_cls: 2.1061, loss: 2.1061, grad_norm: 4.1276 2021-07-16 20:17:14,793 - mmaction - INFO - Epoch [178][80/1879] lr: 2.171e-02, eta: 1 day, 11:59:41, time: 0.825, data_time: 0.007, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7570, loss_cls: 2.0367, loss: 2.0367, grad_norm: 4.1299 2021-07-16 20:17:31,257 - mmaction - INFO - Epoch [178][100/1879] lr: 2.171e-02, eta: 1 day, 11:58:04, time: 0.820, data_time: 0.002, memory: 6455, top1_acc: 0.5168, top5_acc: 0.7391, loss_cls: 2.0982, loss: 2.0982, grad_norm: 4.2200 2021-07-16 20:17:47,805 - mmaction - INFO - Epoch [178][120/1879] lr: 2.171e-02, eta: 1 day, 11:56:42, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7652, loss_cls: 1.9402, loss: 1.9402, grad_norm: 4.0577 2021-07-16 20:18:04,320 - mmaction - INFO - Epoch [178][140/1879] lr: 2.171e-02, eta: 1 day, 11:55:15, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1065, loss: 2.1065, grad_norm: 4.3100 2021-07-16 20:18:21,006 - mmaction - INFO - Epoch [178][160/1879] lr: 2.171e-02, eta: 1 day, 11:54:03, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.5074, top5_acc: 0.7453, loss_cls: 2.1354, loss: 2.1354, grad_norm: 4.2069 2021-07-16 20:18:37,575 - mmaction - INFO - Epoch [178][180/1879] lr: 2.171e-02, eta: 1 day, 11:52:46, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7605, loss_cls: 2.0692, loss: 2.0692, grad_norm: 4.2310 2021-07-16 20:18:54,163 - mmaction - INFO - Epoch [178][200/1879] lr: 2.171e-02, eta: 1 day, 11:51:25, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5156, top5_acc: 0.7496, loss_cls: 2.0707, loss: 2.0707, grad_norm: 4.2461 2021-07-16 20:19:10,758 - mmaction - INFO - Epoch [178][220/1879] lr: 2.171e-02, eta: 1 day, 11:50:14, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7730, loss_cls: 1.9529, loss: 1.9529, grad_norm: 4.0739 2021-07-16 20:19:27,314 - mmaction - INFO - Epoch [178][240/1879] lr: 2.171e-02, eta: 1 day, 11:48:54, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0818, loss: 2.0818, grad_norm: 4.2805 2021-07-16 20:19:44,093 - mmaction - INFO - Epoch [178][260/1879] lr: 2.171e-02, eta: 1 day, 11:47:52, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7566, loss_cls: 2.0482, loss: 2.0482, grad_norm: 4.2098 2021-07-16 20:20:00,682 - mmaction - INFO - Epoch [178][280/1879] lr: 2.171e-02, eta: 1 day, 11:46:43, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1235, loss: 2.1235, grad_norm: 4.2254 2021-07-16 20:20:17,492 - mmaction - INFO - Epoch [178][300/1879] lr: 2.171e-02, eta: 1 day, 11:45:46, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7570, loss_cls: 2.0348, loss: 2.0348, grad_norm: 4.1262 2021-07-16 20:20:34,050 - mmaction - INFO - Epoch [178][320/1879] lr: 2.171e-02, eta: 1 day, 11:44:33, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5129, top5_acc: 0.7363, loss_cls: 2.1700, loss: 2.1700, grad_norm: 4.1703 2021-07-16 20:20:50,865 - mmaction - INFO - Epoch [178][340/1879] lr: 2.171e-02, eta: 1 day, 11:43:36, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7508, loss_cls: 2.0737, loss: 2.0737, grad_norm: 4.1225 2021-07-16 20:21:07,447 - mmaction - INFO - Epoch [178][360/1879] lr: 2.171e-02, eta: 1 day, 11:42:30, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7602, loss_cls: 2.0424, loss: 2.0424, grad_norm: 4.1977 2021-07-16 20:21:24,156 - mmaction - INFO - Epoch [178][380/1879] lr: 2.171e-02, eta: 1 day, 11:41:28, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5152, top5_acc: 0.7465, loss_cls: 2.1140, loss: 2.1140, grad_norm: 4.2020 2021-07-16 20:21:40,600 - mmaction - INFO - Epoch [178][400/1879] lr: 2.171e-02, eta: 1 day, 11:40:13, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7629, loss_cls: 2.0643, loss: 2.0643, grad_norm: 4.3171 2021-07-16 20:21:57,262 - mmaction - INFO - Epoch [178][420/1879] lr: 2.171e-02, eta: 1 day, 11:39:09, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7602, loss_cls: 2.0548, loss: 2.0548, grad_norm: 4.2521 2021-07-16 20:22:13,941 - mmaction - INFO - Epoch [178][440/1879] lr: 2.171e-02, eta: 1 day, 11:38:09, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7465, loss_cls: 2.0939, loss: 2.0939, grad_norm: 4.1125 2021-07-16 20:22:30,557 - mmaction - INFO - Epoch [178][460/1879] lr: 2.171e-02, eta: 1 day, 11:37:08, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5191, top5_acc: 0.7543, loss_cls: 2.0943, loss: 2.0943, grad_norm: 4.2193 2021-07-16 20:22:47,423 - mmaction - INFO - Epoch [178][480/1879] lr: 2.171e-02, eta: 1 day, 11:36:19, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7559, loss_cls: 2.0787, loss: 2.0787, grad_norm: 4.2789 2021-07-16 20:23:04,173 - mmaction - INFO - Epoch [178][500/1879] lr: 2.171e-02, eta: 1 day, 11:35:29, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5176, top5_acc: 0.7422, loss_cls: 2.0821, loss: 2.0821, grad_norm: 4.1994 2021-07-16 20:23:20,978 - mmaction - INFO - Epoch [178][520/1879] lr: 2.171e-02, eta: 1 day, 11:34:38, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7422, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.1281 2021-07-16 20:23:37,584 - mmaction - INFO - Epoch [178][540/1879] lr: 2.171e-02, eta: 1 day, 11:33:38, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7441, loss_cls: 2.1080, loss: 2.1080, grad_norm: 4.1717 2021-07-16 20:23:54,125 - mmaction - INFO - Epoch [178][560/1879] lr: 2.171e-02, eta: 1 day, 11:32:35, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5152, top5_acc: 0.7367, loss_cls: 2.1292, loss: 2.1292, grad_norm: 4.2140 2021-07-16 20:24:10,888 - mmaction - INFO - Epoch [178][580/1879] lr: 2.171e-02, eta: 1 day, 11:31:45, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7441, loss_cls: 2.1135, loss: 2.1135, grad_norm: 4.2310 2021-07-16 20:24:27,488 - mmaction - INFO - Epoch [178][600/1879] lr: 2.171e-02, eta: 1 day, 11:30:44, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7645, loss_cls: 2.0538, loss: 2.0538, grad_norm: 4.1485 2021-07-16 20:24:44,227 - mmaction - INFO - Epoch [178][620/1879] lr: 2.171e-02, eta: 1 day, 11:29:56, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7484, loss_cls: 2.0596, loss: 2.0596, grad_norm: 4.1752 2021-07-16 20:25:00,892 - mmaction - INFO - Epoch [178][640/1879] lr: 2.171e-02, eta: 1 day, 11:29:01, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5133, top5_acc: 0.7527, loss_cls: 2.0827, loss: 2.0827, grad_norm: 4.1610 2021-07-16 20:25:17,713 - mmaction - INFO - Epoch [178][660/1879] lr: 2.171e-02, eta: 1 day, 11:28:15, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7496, loss_cls: 2.0984, loss: 2.0984, grad_norm: 4.2465 2021-07-16 20:25:34,254 - mmaction - INFO - Epoch [178][680/1879] lr: 2.171e-02, eta: 1 day, 11:27:17, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7500, loss_cls: 2.0699, loss: 2.0699, grad_norm: 4.2055 2021-07-16 20:25:50,854 - mmaction - INFO - Epoch [178][700/1879] lr: 2.171e-02, eta: 1 day, 11:26:21, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.0925, loss: 2.0925, grad_norm: 4.1921 2021-07-16 20:26:07,491 - mmaction - INFO - Epoch [178][720/1879] lr: 2.171e-02, eta: 1 day, 11:25:27, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5203, top5_acc: 0.7520, loss_cls: 2.0606, loss: 2.0606, grad_norm: 4.1886 2021-07-16 20:26:24,077 - mmaction - INFO - Epoch [178][740/1879] lr: 2.171e-02, eta: 1 day, 11:24:33, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5219, top5_acc: 0.7488, loss_cls: 2.0959, loss: 2.0959, grad_norm: 4.1364 2021-07-16 20:26:40,681 - mmaction - INFO - Epoch [178][760/1879] lr: 2.171e-02, eta: 1 day, 11:23:36, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5145, top5_acc: 0.7602, loss_cls: 2.0783, loss: 2.0783, grad_norm: 4.2009 2021-07-16 20:26:57,253 - mmaction - INFO - Epoch [178][780/1879] lr: 2.171e-02, eta: 1 day, 11:22:43, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.0670, loss: 2.0670, grad_norm: 4.2431 2021-07-16 20:27:14,040 - mmaction - INFO - Epoch [178][800/1879] lr: 2.171e-02, eta: 1 day, 11:21:58, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7367, loss_cls: 2.1122, loss: 2.1122, grad_norm: 4.2091 2021-07-16 20:27:30,613 - mmaction - INFO - Epoch [178][820/1879] lr: 2.171e-02, eta: 1 day, 11:21:05, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5160, top5_acc: 0.7473, loss_cls: 2.1004, loss: 2.1004, grad_norm: 4.1807 2021-07-16 20:27:47,429 - mmaction - INFO - Epoch [178][840/1879] lr: 2.171e-02, eta: 1 day, 11:20:22, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7527, loss_cls: 2.0512, loss: 2.0512, grad_norm: 4.1582 2021-07-16 20:28:03,982 - mmaction - INFO - Epoch [178][860/1879] lr: 2.171e-02, eta: 1 day, 11:19:31, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5156, top5_acc: 0.7520, loss_cls: 2.1011, loss: 2.1011, grad_norm: 4.2091 2021-07-16 20:28:20,744 - mmaction - INFO - Epoch [178][880/1879] lr: 2.171e-02, eta: 1 day, 11:18:48, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5039, top5_acc: 0.7371, loss_cls: 2.1467, loss: 2.1467, grad_norm: 4.3039 2021-07-16 20:28:37,362 - mmaction - INFO - Epoch [178][900/1879] lr: 2.171e-02, eta: 1 day, 11:17:59, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7547, loss_cls: 2.0448, loss: 2.0448, grad_norm: 4.0617 2021-07-16 20:28:53,961 - mmaction - INFO - Epoch [178][920/1879] lr: 2.171e-02, eta: 1 day, 11:17:07, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7504, loss_cls: 2.0837, loss: 2.0837, grad_norm: 4.1026 2021-07-16 20:29:10,514 - mmaction - INFO - Epoch [178][940/1879] lr: 2.171e-02, eta: 1 day, 11:16:16, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0302, loss: 2.0302, grad_norm: 4.1736 2021-07-16 20:29:27,141 - mmaction - INFO - Epoch [178][960/1879] lr: 2.171e-02, eta: 1 day, 11:15:29, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7535, loss_cls: 2.0854, loss: 2.0854, grad_norm: 4.2047 2021-07-16 20:29:43,772 - mmaction - INFO - Epoch [178][980/1879] lr: 2.171e-02, eta: 1 day, 11:14:40, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.1169, loss: 2.1169, grad_norm: 4.2504 2021-07-16 20:30:00,507 - mmaction - INFO - Epoch [178][1000/1879] lr: 2.171e-02, eta: 1 day, 11:14:00, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7371, loss_cls: 2.1189, loss: 2.1189, grad_norm: 4.2505 2021-07-16 20:30:17,327 - mmaction - INFO - Epoch [178][1020/1879] lr: 2.171e-02, eta: 1 day, 11:13:22, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5141, top5_acc: 0.7441, loss_cls: 2.1354, loss: 2.1354, grad_norm: 4.0901 2021-07-16 20:30:33,943 - mmaction - INFO - Epoch [178][1040/1879] lr: 2.171e-02, eta: 1 day, 11:12:35, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5203, top5_acc: 0.7535, loss_cls: 2.0871, loss: 2.0871, grad_norm: 4.1920 2021-07-16 20:30:50,620 - mmaction - INFO - Epoch [178][1060/1879] lr: 2.171e-02, eta: 1 day, 11:11:50, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1276, loss: 2.1276, grad_norm: 4.2757 2021-07-16 20:31:07,269 - mmaction - INFO - Epoch [178][1080/1879] lr: 2.171e-02, eta: 1 day, 11:11:06, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7555, loss_cls: 2.0477, loss: 2.0477, grad_norm: 4.1468 2021-07-16 20:31:23,752 - mmaction - INFO - Epoch [178][1100/1879] lr: 2.171e-02, eta: 1 day, 11:10:12, time: 0.822, data_time: 0.003, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7402, loss_cls: 2.1106, loss: 2.1106, grad_norm: 4.0255 2021-07-16 20:31:40,288 - mmaction - INFO - Epoch [178][1120/1879] lr: 2.171e-02, eta: 1 day, 11:09:25, time: 0.829, data_time: 0.008, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7566, loss_cls: 2.0456, loss: 2.0456, grad_norm: 4.1304 2021-07-16 20:31:56,956 - mmaction - INFO - Epoch [178][1140/1879] lr: 2.171e-02, eta: 1 day, 11:08:45, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7449, loss_cls: 2.0890, loss: 2.0890, grad_norm: 4.1730 2021-07-16 20:32:13,472 - mmaction - INFO - Epoch [178][1160/1879] lr: 2.171e-02, eta: 1 day, 11:07:55, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5082, top5_acc: 0.7375, loss_cls: 2.1295, loss: 2.1295, grad_norm: 4.1916 2021-07-16 20:32:30,043 - mmaction - INFO - Epoch [178][1180/1879] lr: 2.171e-02, eta: 1 day, 11:07:07, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5152, top5_acc: 0.7516, loss_cls: 2.0708, loss: 2.0708, grad_norm: 4.1064 2021-07-16 20:32:46,545 - mmaction - INFO - Epoch [178][1200/1879] lr: 2.171e-02, eta: 1 day, 11:06:18, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7562, loss_cls: 2.0550, loss: 2.0550, grad_norm: 4.0772 2021-07-16 20:33:03,161 - mmaction - INFO - Epoch [178][1220/1879] lr: 2.171e-02, eta: 1 day, 11:05:36, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5113, top5_acc: 0.7422, loss_cls: 2.1186, loss: 2.1186, grad_norm: 4.1140 2021-07-16 20:33:19,783 - mmaction - INFO - Epoch [178][1240/1879] lr: 2.171e-02, eta: 1 day, 11:04:52, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5055, top5_acc: 0.7441, loss_cls: 2.1438, loss: 2.1438, grad_norm: 4.3243 2021-07-16 20:33:36,414 - mmaction - INFO - Epoch [178][1260/1879] lr: 2.171e-02, eta: 1 day, 11:04:11, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5137, top5_acc: 0.7391, loss_cls: 2.1176, loss: 2.1176, grad_norm: 4.1917 2021-07-16 20:33:52,934 - mmaction - INFO - Epoch [178][1280/1879] lr: 2.171e-02, eta: 1 day, 11:03:25, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7402, loss_cls: 2.1021, loss: 2.1021, grad_norm: 4.1368 2021-07-16 20:34:09,548 - mmaction - INFO - Epoch [178][1300/1879] lr: 2.171e-02, eta: 1 day, 11:02:42, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7633, loss_cls: 2.0265, loss: 2.0265, grad_norm: 4.2360 2021-07-16 20:34:26,190 - mmaction - INFO - Epoch [178][1320/1879] lr: 2.171e-02, eta: 1 day, 11:02:02, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7547, loss_cls: 2.0429, loss: 2.0429, grad_norm: 4.1597 2021-07-16 20:34:42,748 - mmaction - INFO - Epoch [178][1340/1879] lr: 2.171e-02, eta: 1 day, 11:01:17, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5035, top5_acc: 0.7402, loss_cls: 2.1878, loss: 2.1878, grad_norm: 4.2072 2021-07-16 20:34:59,420 - mmaction - INFO - Epoch [178][1360/1879] lr: 2.171e-02, eta: 1 day, 11:00:38, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7465, loss_cls: 2.0848, loss: 2.0848, grad_norm: 4.1038 2021-07-16 20:35:16,127 - mmaction - INFO - Epoch [178][1380/1879] lr: 2.171e-02, eta: 1 day, 11:00:03, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5223, top5_acc: 0.7512, loss_cls: 2.0844, loss: 2.0844, grad_norm: 4.1546 2021-07-16 20:35:32,714 - mmaction - INFO - Epoch [178][1400/1879] lr: 2.171e-02, eta: 1 day, 10:59:21, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1044, loss: 2.1044, grad_norm: 4.1169 2021-07-16 20:35:49,132 - mmaction - INFO - Epoch [178][1420/1879] lr: 2.171e-02, eta: 1 day, 10:58:31, time: 0.820, data_time: 0.001, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7574, loss_cls: 2.0592, loss: 2.0592, grad_norm: 4.1444 2021-07-16 20:36:05,813 - mmaction - INFO - Epoch [178][1440/1879] lr: 2.171e-02, eta: 1 day, 10:57:56, time: 0.835, data_time: 0.008, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7449, loss_cls: 2.0944, loss: 2.0944, grad_norm: 4.2163 2021-07-16 20:36:22,496 - mmaction - INFO - Epoch [178][1460/1879] lr: 2.171e-02, eta: 1 day, 10:57:19, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1673, loss: 2.1673, grad_norm: 4.2538 2021-07-16 20:36:39,040 - mmaction - INFO - Epoch [178][1480/1879] lr: 2.171e-02, eta: 1 day, 10:56:37, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7582, loss_cls: 2.0373, loss: 2.0373, grad_norm: 4.0814 2021-07-16 20:36:55,674 - mmaction - INFO - Epoch [178][1500/1879] lr: 2.171e-02, eta: 1 day, 10:55:57, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7348, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.1137 2021-07-16 20:37:12,245 - mmaction - INFO - Epoch [178][1520/1879] lr: 2.171e-02, eta: 1 day, 10:55:18, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5133, top5_acc: 0.7434, loss_cls: 2.0844, loss: 2.0844, grad_norm: 4.1910 2021-07-16 20:37:28,993 - mmaction - INFO - Epoch [178][1540/1879] lr: 2.171e-02, eta: 1 day, 10:54:44, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1493, loss: 2.1493, grad_norm: 4.2087 2021-07-16 20:37:45,641 - mmaction - INFO - Epoch [178][1560/1879] lr: 2.171e-02, eta: 1 day, 10:54:07, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.2023, loss: 2.2023, grad_norm: 4.1960 2021-07-16 20:38:02,077 - mmaction - INFO - Epoch [178][1580/1879] lr: 2.171e-02, eta: 1 day, 10:53:22, time: 0.822, data_time: 0.002, memory: 6455, top1_acc: 0.5152, top5_acc: 0.7426, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.0722 2021-07-16 20:38:18,695 - mmaction - INFO - Epoch [178][1600/1879] lr: 2.171e-02, eta: 1 day, 10:52:44, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0249, loss: 2.0249, grad_norm: 4.0822 2021-07-16 20:38:35,394 - mmaction - INFO - Epoch [178][1620/1879] lr: 2.171e-02, eta: 1 day, 10:52:10, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7445, loss_cls: 2.0840, loss: 2.0840, grad_norm: 4.1976 2021-07-16 20:38:52,064 - mmaction - INFO - Epoch [178][1640/1879] lr: 2.171e-02, eta: 1 day, 10:51:35, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5277, top5_acc: 0.7480, loss_cls: 2.1061, loss: 2.1061, grad_norm: 4.1527 2021-07-16 20:39:08,639 - mmaction - INFO - Epoch [178][1660/1879] lr: 2.171e-02, eta: 1 day, 10:50:57, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5203, top5_acc: 0.7566, loss_cls: 2.0664, loss: 2.0664, grad_norm: 4.0980 2021-07-16 20:39:25,230 - mmaction - INFO - Epoch [178][1680/1879] lr: 2.171e-02, eta: 1 day, 10:50:17, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1151, loss: 2.1151, grad_norm: 4.1059 2021-07-16 20:39:41,779 - mmaction - INFO - Epoch [178][1700/1879] lr: 2.171e-02, eta: 1 day, 10:49:38, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.5121, top5_acc: 0.7582, loss_cls: 2.1014, loss: 2.1014, grad_norm: 4.2003 2021-07-16 20:39:58,450 - mmaction - INFO - Epoch [178][1720/1879] lr: 2.171e-02, eta: 1 day, 10:49:05, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7621, loss_cls: 2.0659, loss: 2.0659, grad_norm: 4.1288 2021-07-16 20:40:15,125 - mmaction - INFO - Epoch [178][1740/1879] lr: 2.171e-02, eta: 1 day, 10:48:31, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5031, top5_acc: 0.7262, loss_cls: 2.2152, loss: 2.2152, grad_norm: 4.2370 2021-07-16 20:40:31,793 - mmaction - INFO - Epoch [178][1760/1879] lr: 2.171e-02, eta: 1 day, 10:47:55, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0531, loss: 2.0531, grad_norm: 4.1662 2021-07-16 20:40:48,308 - mmaction - INFO - Epoch [178][1780/1879] lr: 2.171e-02, eta: 1 day, 10:47:18, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7562, loss_cls: 2.0615, loss: 2.0615, grad_norm: 4.1890 2021-07-16 20:41:05,131 - mmaction - INFO - Epoch [178][1800/1879] lr: 2.171e-02, eta: 1 day, 10:46:50, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5184, top5_acc: 0.7371, loss_cls: 2.1430, loss: 2.1430, grad_norm: 4.0467 2021-07-16 20:41:21,699 - mmaction - INFO - Epoch [178][1820/1879] lr: 2.171e-02, eta: 1 day, 10:46:13, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7438, loss_cls: 2.1034, loss: 2.1034, grad_norm: 4.0213 2021-07-16 20:41:38,459 - mmaction - INFO - Epoch [178][1840/1879] lr: 2.171e-02, eta: 1 day, 10:45:44, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0438, loss: 2.0438, grad_norm: 4.0953 2021-07-16 20:41:55,096 - mmaction - INFO - Epoch [178][1860/1879] lr: 2.171e-02, eta: 1 day, 10:45:07, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5215, top5_acc: 0.7527, loss_cls: 2.0602, loss: 2.0602, grad_norm: 4.1546 2021-07-16 20:42:19,768 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 20:42:19,772 - mmaction - INFO - 106 BN found 2021-07-16 20:47:03,061 - mmaction - INFO - BN stats updated 2021-07-16 20:48:18,405 - mmaction - INFO - Epoch [179][20/1879] lr: 2.121e-02, eta: 1 day, 11:10:26, time: 3.665, data_time: 2.830, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0323, loss: 2.0323, grad_norm: 4.0600 2021-07-16 20:48:34,527 - mmaction - INFO - Epoch [179][40/1879] lr: 2.121e-02, eta: 1 day, 11:09:24, time: 0.806, data_time: 0.004, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7559, loss_cls: 2.0555, loss: 2.0555, grad_norm: 4.0428 2021-07-16 20:48:50,712 - mmaction - INFO - Epoch [179][60/1879] lr: 2.121e-02, eta: 1 day, 11:08:25, time: 0.809, data_time: 0.004, memory: 6455, top1_acc: 0.4977, top5_acc: 0.7480, loss_cls: 2.1167, loss: 2.1167, grad_norm: 4.1508 2021-07-16 20:49:07,023 - mmaction - INFO - Epoch [179][80/1879] lr: 2.121e-02, eta: 1 day, 11:07:31, time: 0.815, data_time: 0.001, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7535, loss_cls: 2.0498, loss: 2.0498, grad_norm: 4.1852 2021-07-16 20:49:23,439 - mmaction - INFO - Epoch [179][100/1879] lr: 2.121e-02, eta: 1 day, 11:06:42, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.5117, top5_acc: 0.7473, loss_cls: 2.1372, loss: 2.1372, grad_norm: 4.1307 2021-07-16 20:49:39,963 - mmaction - INFO - Epoch [179][120/1879] lr: 2.121e-02, eta: 1 day, 11:05:56, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.1125, loss: 2.1125, grad_norm: 4.1469 2021-07-16 20:49:56,653 - mmaction - INFO - Epoch [179][140/1879] lr: 2.121e-02, eta: 1 day, 11:05:15, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7473, loss_cls: 2.0514, loss: 2.0514, grad_norm: 4.0695 2021-07-16 20:50:13,174 - mmaction - INFO - Epoch [179][160/1879] lr: 2.121e-02, eta: 1 day, 11:04:33, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7547, loss_cls: 2.0407, loss: 2.0407, grad_norm: 4.0791 2021-07-16 20:50:29,823 - mmaction - INFO - Epoch [179][180/1879] lr: 2.121e-02, eta: 1 day, 11:03:51, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7613, loss_cls: 2.0096, loss: 2.0096, grad_norm: 4.0027 2021-07-16 20:50:46,386 - mmaction - INFO - Epoch [179][200/1879] lr: 2.121e-02, eta: 1 day, 11:03:10, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7637, loss_cls: 1.9974, loss: 1.9974, grad_norm: 4.0360 2021-07-16 20:51:02,910 - mmaction - INFO - Epoch [179][220/1879] lr: 2.121e-02, eta: 1 day, 11:02:27, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7531, loss_cls: 2.0898, loss: 2.0898, grad_norm: 4.2258 2021-07-16 20:51:19,334 - mmaction - INFO - Epoch [179][240/1879] lr: 2.121e-02, eta: 1 day, 11:01:39, time: 0.820, data_time: 0.001, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7504, loss_cls: 2.0546, loss: 2.0546, grad_norm: 4.2269 2021-07-16 20:51:36,107 - mmaction - INFO - Epoch [179][260/1879] lr: 2.121e-02, eta: 1 day, 11:01:05, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.0582, loss: 2.0582, grad_norm: 4.2027 2021-07-16 20:51:52,479 - mmaction - INFO - Epoch [179][280/1879] lr: 2.121e-02, eta: 1 day, 11:00:17, time: 0.819, data_time: 0.003, memory: 6455, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0464, loss: 2.0464, grad_norm: 4.1515 2021-07-16 20:52:09,185 - mmaction - INFO - Epoch [179][300/1879] lr: 2.121e-02, eta: 1 day, 10:59:40, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7602, loss_cls: 2.0659, loss: 2.0659, grad_norm: 4.1221 2021-07-16 20:52:25,631 - mmaction - INFO - Epoch [179][320/1879] lr: 2.121e-02, eta: 1 day, 10:58:57, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7684, loss_cls: 2.0018, loss: 2.0018, grad_norm: 4.0892 2021-07-16 20:52:42,482 - mmaction - INFO - Epoch [179][340/1879] lr: 2.121e-02, eta: 1 day, 10:58:23, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7691, loss_cls: 2.0333, loss: 2.0333, grad_norm: 4.2182 2021-07-16 20:52:59,033 - mmaction - INFO - Epoch [179][360/1879] lr: 2.121e-02, eta: 1 day, 10:57:44, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7504, loss_cls: 2.0402, loss: 2.0402, grad_norm: 4.1479 2021-07-16 20:53:15,756 - mmaction - INFO - Epoch [179][380/1879] lr: 2.121e-02, eta: 1 day, 10:57:10, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0517, loss: 2.0517, grad_norm: 4.0283 2021-07-16 20:53:32,388 - mmaction - INFO - Epoch [179][400/1879] lr: 2.121e-02, eta: 1 day, 10:56:32, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7660, loss_cls: 2.0175, loss: 2.0175, grad_norm: 4.1704 2021-07-16 20:53:48,941 - mmaction - INFO - Epoch [179][420/1879] lr: 2.121e-02, eta: 1 day, 10:55:50, time: 0.825, data_time: 0.002, memory: 6455, top1_acc: 0.5207, top5_acc: 0.7422, loss_cls: 2.1059, loss: 2.1059, grad_norm: 4.1805 2021-07-16 20:54:05,403 - mmaction - INFO - Epoch [179][440/1879] lr: 2.121e-02, eta: 1 day, 10:55:09, time: 0.826, data_time: 0.006, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7605, loss_cls: 2.0280, loss: 2.0280, grad_norm: 4.0981 2021-07-16 20:54:21,997 - mmaction - INFO - Epoch [179][460/1879] lr: 2.121e-02, eta: 1 day, 10:54:31, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7668, loss_cls: 2.0359, loss: 2.0359, grad_norm: 4.1155 2021-07-16 20:54:38,669 - mmaction - INFO - Epoch [179][480/1879] lr: 2.121e-02, eta: 1 day, 10:53:53, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0669, loss: 2.0669, grad_norm: 4.1682 2021-07-16 20:54:55,376 - mmaction - INFO - Epoch [179][500/1879] lr: 2.121e-02, eta: 1 day, 10:53:21, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5332, top5_acc: 0.7527, loss_cls: 2.0538, loss: 2.0538, grad_norm: 4.0869 2021-07-16 20:55:12,107 - mmaction - INFO - Epoch [179][520/1879] lr: 2.121e-02, eta: 1 day, 10:52:46, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7441, loss_cls: 2.0862, loss: 2.0862, grad_norm: 4.0301 2021-07-16 20:55:28,808 - mmaction - INFO - Epoch [179][540/1879] lr: 2.121e-02, eta: 1 day, 10:52:13, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7500, loss_cls: 2.0670, loss: 2.0670, grad_norm: 4.0932 2021-07-16 20:55:45,567 - mmaction - INFO - Epoch [179][560/1879] lr: 2.121e-02, eta: 1 day, 10:51:40, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7590, loss_cls: 1.9673, loss: 1.9673, grad_norm: 4.0962 2021-07-16 20:56:02,202 - mmaction - INFO - Epoch [179][580/1879] lr: 2.121e-02, eta: 1 day, 10:51:06, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7469, loss_cls: 2.0732, loss: 2.0732, grad_norm: 4.1910 2021-07-16 20:56:18,809 - mmaction - INFO - Epoch [179][600/1879] lr: 2.121e-02, eta: 1 day, 10:50:28, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5105, top5_acc: 0.7418, loss_cls: 2.1139, loss: 2.1139, grad_norm: 4.0994 2021-07-16 20:56:35,348 - mmaction - INFO - Epoch [179][620/1879] lr: 2.121e-02, eta: 1 day, 10:49:50, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7574, loss_cls: 2.0526, loss: 2.0526, grad_norm: 4.0776 2021-07-16 20:56:51,956 - mmaction - INFO - Epoch [179][640/1879] lr: 2.121e-02, eta: 1 day, 10:49:14, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7504, loss_cls: 2.0834, loss: 2.0834, grad_norm: 4.0494 2021-07-16 20:57:08,616 - mmaction - INFO - Epoch [179][660/1879] lr: 2.121e-02, eta: 1 day, 10:48:39, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5176, top5_acc: 0.7488, loss_cls: 2.1179, loss: 2.1179, grad_norm: 4.2309 2021-07-16 20:57:25,148 - mmaction - INFO - Epoch [179][680/1879] lr: 2.121e-02, eta: 1 day, 10:48:01, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5160, top5_acc: 0.7359, loss_cls: 2.1340, loss: 2.1340, grad_norm: 4.1096 2021-07-16 20:57:41,925 - mmaction - INFO - Epoch [179][700/1879] lr: 2.121e-02, eta: 1 day, 10:47:30, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7613, loss_cls: 2.0383, loss: 2.0383, grad_norm: 4.1266 2021-07-16 20:57:58,626 - mmaction - INFO - Epoch [179][720/1879] lr: 2.121e-02, eta: 1 day, 10:46:58, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7449, loss_cls: 2.0678, loss: 2.0678, grad_norm: 4.1063 2021-07-16 20:58:15,208 - mmaction - INFO - Epoch [179][740/1879] lr: 2.121e-02, eta: 1 day, 10:46:21, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5273, top5_acc: 0.7465, loss_cls: 2.0931, loss: 2.0931, grad_norm: 4.1127 2021-07-16 20:58:31,858 - mmaction - INFO - Epoch [179][760/1879] lr: 2.121e-02, eta: 1 day, 10:45:48, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7504, loss_cls: 2.0607, loss: 2.0607, grad_norm: 4.1464 2021-07-16 20:58:48,657 - mmaction - INFO - Epoch [179][780/1879] lr: 2.121e-02, eta: 1 day, 10:45:19, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5230, top5_acc: 0.7504, loss_cls: 2.0887, loss: 2.0887, grad_norm: 4.0568 2021-07-16 20:59:05,213 - mmaction - INFO - Epoch [179][800/1879] lr: 2.121e-02, eta: 1 day, 10:44:43, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5184, top5_acc: 0.7531, loss_cls: 2.0739, loss: 2.0739, grad_norm: 4.1763 2021-07-16 20:59:21,844 - mmaction - INFO - Epoch [179][820/1879] lr: 2.121e-02, eta: 1 day, 10:44:07, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7500, loss_cls: 2.0883, loss: 2.0883, grad_norm: 4.1351 2021-07-16 20:59:38,489 - mmaction - INFO - Epoch [179][840/1879] lr: 2.121e-02, eta: 1 day, 10:43:33, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5203, top5_acc: 0.7637, loss_cls: 2.0316, loss: 2.0316, grad_norm: 4.1936 2021-07-16 20:59:55,051 - mmaction - INFO - Epoch [179][860/1879] lr: 2.121e-02, eta: 1 day, 10:42:59, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5164, top5_acc: 0.7566, loss_cls: 2.0461, loss: 2.0461, grad_norm: 4.1785 2021-07-16 21:00:11,760 - mmaction - INFO - Epoch [179][880/1879] lr: 2.121e-02, eta: 1 day, 10:42:28, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5012, top5_acc: 0.7477, loss_cls: 2.1084, loss: 2.1084, grad_norm: 4.1624 2021-07-16 21:00:28,331 - mmaction - INFO - Epoch [179][900/1879] lr: 2.121e-02, eta: 1 day, 10:41:52, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7637, loss_cls: 2.0210, loss: 2.0210, grad_norm: 4.1163 2021-07-16 21:00:45,019 - mmaction - INFO - Epoch [179][920/1879] lr: 2.121e-02, eta: 1 day, 10:41:20, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7484, loss_cls: 2.0832, loss: 2.0832, grad_norm: 4.1850 2021-07-16 21:01:01,993 - mmaction - INFO - Epoch [179][940/1879] lr: 2.121e-02, eta: 1 day, 10:40:58, time: 0.849, data_time: 0.003, memory: 6455, top1_acc: 0.5180, top5_acc: 0.7359, loss_cls: 2.1135, loss: 2.1135, grad_norm: 4.1918 2021-07-16 21:01:18,740 - mmaction - INFO - Epoch [179][960/1879] lr: 2.121e-02, eta: 1 day, 10:40:27, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.0810, loss: 2.0810, grad_norm: 4.2093 2021-07-16 21:01:35,159 - mmaction - INFO - Epoch [179][980/1879] lr: 2.121e-02, eta: 1 day, 10:39:49, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.5176, top5_acc: 0.7527, loss_cls: 2.0959, loss: 2.0959, grad_norm: 4.1070 2021-07-16 21:01:51,806 - mmaction - INFO - Epoch [179][1000/1879] lr: 2.121e-02, eta: 1 day, 10:39:15, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1134, loss: 2.1134, grad_norm: 4.1511 2021-07-16 21:02:08,448 - mmaction - INFO - Epoch [179][1020/1879] lr: 2.121e-02, eta: 1 day, 10:38:44, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7523, loss_cls: 2.0980, loss: 2.0980, grad_norm: 4.0859 2021-07-16 21:02:25,167 - mmaction - INFO - Epoch [179][1040/1879] lr: 2.121e-02, eta: 1 day, 10:38:12, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7449, loss_cls: 2.0866, loss: 2.0866, grad_norm: 4.0824 2021-07-16 21:02:41,684 - mmaction - INFO - Epoch [179][1060/1879] lr: 2.121e-02, eta: 1 day, 10:37:39, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5332, top5_acc: 0.7527, loss_cls: 2.0443, loss: 2.0443, grad_norm: 3.9432 2021-07-16 21:02:58,317 - mmaction - INFO - Epoch [179][1080/1879] lr: 2.121e-02, eta: 1 day, 10:37:05, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7434, loss_cls: 2.0876, loss: 2.0876, grad_norm: 4.0575 2021-07-16 21:03:14,691 - mmaction - INFO - Epoch [179][1100/1879] lr: 2.121e-02, eta: 1 day, 10:36:27, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7684, loss_cls: 1.9932, loss: 1.9932, grad_norm: 4.0804 2021-07-16 21:03:31,251 - mmaction - INFO - Epoch [179][1120/1879] lr: 2.121e-02, eta: 1 day, 10:35:51, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7598, loss_cls: 2.0418, loss: 2.0418, grad_norm: 4.1770 2021-07-16 21:03:47,780 - mmaction - INFO - Epoch [179][1140/1879] lr: 2.121e-02, eta: 1 day, 10:35:17, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 1.9863, loss: 1.9863, grad_norm: 4.0028 2021-07-16 21:04:04,289 - mmaction - INFO - Epoch [179][1160/1879] lr: 2.121e-02, eta: 1 day, 10:34:42, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5230, top5_acc: 0.7508, loss_cls: 2.0464, loss: 2.0464, grad_norm: 4.0627 2021-07-16 21:04:20,897 - mmaction - INFO - Epoch [179][1180/1879] lr: 2.121e-02, eta: 1 day, 10:34:09, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7457, loss_cls: 2.0589, loss: 2.0589, grad_norm: 4.0977 2021-07-16 21:04:37,430 - mmaction - INFO - Epoch [179][1200/1879] lr: 2.121e-02, eta: 1 day, 10:33:36, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5125, top5_acc: 0.7566, loss_cls: 2.0953, loss: 2.0953, grad_norm: 4.1351 2021-07-16 21:04:54,228 - mmaction - INFO - Epoch [179][1220/1879] lr: 2.121e-02, eta: 1 day, 10:33:08, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7535, loss_cls: 2.0383, loss: 2.0383, grad_norm: 4.0515 2021-07-16 21:05:10,677 - mmaction - INFO - Epoch [179][1240/1879] lr: 2.121e-02, eta: 1 day, 10:32:32, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7441, loss_cls: 2.1133, loss: 2.1133, grad_norm: 4.1500 2021-07-16 21:05:27,444 - mmaction - INFO - Epoch [179][1260/1879] lr: 2.121e-02, eta: 1 day, 10:32:05, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7535, loss_cls: 2.0878, loss: 2.0878, grad_norm: 4.1648 2021-07-16 21:05:44,030 - mmaction - INFO - Epoch [179][1280/1879] lr: 2.121e-02, eta: 1 day, 10:31:32, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5172, top5_acc: 0.7340, loss_cls: 2.0967, loss: 2.0967, grad_norm: 4.1032 2021-07-16 21:06:00,557 - mmaction - INFO - Epoch [179][1300/1879] lr: 2.121e-02, eta: 1 day, 10:30:59, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5145, top5_acc: 0.7258, loss_cls: 2.1700, loss: 2.1700, grad_norm: 4.0993 2021-07-16 21:06:17,176 - mmaction - INFO - Epoch [179][1320/1879] lr: 2.121e-02, eta: 1 day, 10:30:28, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7551, loss_cls: 2.0220, loss: 2.0220, grad_norm: 4.1595 2021-07-16 21:06:33,758 - mmaction - INFO - Epoch [179][1340/1879] lr: 2.121e-02, eta: 1 day, 10:29:56, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5066, top5_acc: 0.7266, loss_cls: 2.1990, loss: 2.1990, grad_norm: 4.1804 2021-07-16 21:06:50,490 - mmaction - INFO - Epoch [179][1360/1879] lr: 2.121e-02, eta: 1 day, 10:29:27, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5094, top5_acc: 0.7473, loss_cls: 2.0897, loss: 2.0897, grad_norm: 4.2080 2021-07-16 21:07:07,129 - mmaction - INFO - Epoch [179][1380/1879] lr: 2.121e-02, eta: 1 day, 10:28:58, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7504, loss_cls: 2.0848, loss: 2.0848, grad_norm: 4.0994 2021-07-16 21:07:23,530 - mmaction - INFO - Epoch [179][1400/1879] lr: 2.121e-02, eta: 1 day, 10:28:21, time: 0.820, data_time: 0.002, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0517, loss: 2.0517, grad_norm: 4.1542 2021-07-16 21:07:40,088 - mmaction - INFO - Epoch [179][1420/1879] lr: 2.121e-02, eta: 1 day, 10:27:49, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7566, loss_cls: 2.0420, loss: 2.0420, grad_norm: 4.0638 2021-07-16 21:07:56,741 - mmaction - INFO - Epoch [179][1440/1879] lr: 2.121e-02, eta: 1 day, 10:27:17, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5219, top5_acc: 0.7488, loss_cls: 2.0893, loss: 2.0893, grad_norm: 4.1278 2021-07-16 21:08:13,341 - mmaction - INFO - Epoch [179][1460/1879] lr: 2.121e-02, eta: 1 day, 10:26:49, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.5098, top5_acc: 0.7430, loss_cls: 2.1317, loss: 2.1317, grad_norm: 4.1801 2021-07-16 21:08:30,045 - mmaction - INFO - Epoch [179][1480/1879] lr: 2.121e-02, eta: 1 day, 10:26:21, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5254, top5_acc: 0.7504, loss_cls: 2.0700, loss: 2.0700, grad_norm: 4.0687 2021-07-16 21:08:46,676 - mmaction - INFO - Epoch [179][1500/1879] lr: 2.121e-02, eta: 1 day, 10:25:50, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7594, loss_cls: 2.0235, loss: 2.0235, grad_norm: 4.0812 2021-07-16 21:09:03,284 - mmaction - INFO - Epoch [179][1520/1879] lr: 2.121e-02, eta: 1 day, 10:25:20, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5133, top5_acc: 0.7301, loss_cls: 2.1342, loss: 2.1342, grad_norm: 4.1707 2021-07-16 21:09:20,043 - mmaction - INFO - Epoch [179][1540/1879] lr: 2.121e-02, eta: 1 day, 10:24:54, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5172, top5_acc: 0.7527, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.2216 2021-07-16 21:09:36,805 - mmaction - INFO - Epoch [179][1560/1879] lr: 2.121e-02, eta: 1 day, 10:24:28, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5098, top5_acc: 0.7430, loss_cls: 2.1176, loss: 2.1176, grad_norm: 4.1195 2021-07-16 21:09:53,176 - mmaction - INFO - Epoch [179][1580/1879] lr: 2.121e-02, eta: 1 day, 10:23:52, time: 0.819, data_time: 0.002, memory: 6455, top1_acc: 0.5020, top5_acc: 0.7258, loss_cls: 2.1718, loss: 2.1718, grad_norm: 4.0677 2021-07-16 21:10:09,805 - mmaction - INFO - Epoch [179][1600/1879] lr: 2.121e-02, eta: 1 day, 10:23:23, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5184, top5_acc: 0.7492, loss_cls: 2.0928, loss: 2.0928, grad_norm: 4.0846 2021-07-16 21:10:26,437 - mmaction - INFO - Epoch [179][1620/1879] lr: 2.121e-02, eta: 1 day, 10:22:53, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.4977, top5_acc: 0.7434, loss_cls: 2.1556, loss: 2.1556, grad_norm: 4.1915 2021-07-16 21:10:43,100 - mmaction - INFO - Epoch [179][1640/1879] lr: 2.121e-02, eta: 1 day, 10:22:24, time: 0.832, data_time: 0.008, memory: 6455, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0665, loss: 2.0665, grad_norm: 4.1589 2021-07-16 21:10:59,808 - mmaction - INFO - Epoch [179][1660/1879] lr: 2.121e-02, eta: 1 day, 10:21:58, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7535, loss_cls: 2.0520, loss: 2.0520, grad_norm: 4.0411 2021-07-16 21:11:16,522 - mmaction - INFO - Epoch [179][1680/1879] lr: 2.121e-02, eta: 1 day, 10:21:30, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0440, loss: 2.0440, grad_norm: 4.1046 2021-07-16 21:11:33,137 - mmaction - INFO - Epoch [179][1700/1879] lr: 2.121e-02, eta: 1 day, 10:21:02, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7574, loss_cls: 2.0695, loss: 2.0695, grad_norm: 4.0921 2021-07-16 21:11:49,765 - mmaction - INFO - Epoch [179][1720/1879] lr: 2.121e-02, eta: 1 day, 10:20:33, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5105, top5_acc: 0.7453, loss_cls: 2.1230, loss: 2.1230, grad_norm: 4.1843 2021-07-16 21:12:06,344 - mmaction - INFO - Epoch [179][1740/1879] lr: 2.121e-02, eta: 1 day, 10:20:03, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7520, loss_cls: 2.0298, loss: 2.0298, grad_norm: 4.0590 2021-07-16 21:12:23,160 - mmaction - INFO - Epoch [179][1760/1879] lr: 2.121e-02, eta: 1 day, 10:19:40, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5031, top5_acc: 0.7441, loss_cls: 2.1146, loss: 2.1146, grad_norm: 4.1478 2021-07-16 21:12:39,781 - mmaction - INFO - Epoch [179][1780/1879] lr: 2.121e-02, eta: 1 day, 10:19:10, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7551, loss_cls: 2.0232, loss: 2.0232, grad_norm: 4.1522 2021-07-16 21:12:56,306 - mmaction - INFO - Epoch [179][1800/1879] lr: 2.121e-02, eta: 1 day, 10:18:40, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7336, loss_cls: 2.1202, loss: 2.1202, grad_norm: 4.2379 2021-07-16 21:13:12,920 - mmaction - INFO - Epoch [179][1820/1879] lr: 2.121e-02, eta: 1 day, 10:18:11, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7477, loss_cls: 2.0508, loss: 2.0508, grad_norm: 4.1103 2021-07-16 21:13:29,606 - mmaction - INFO - Epoch [179][1840/1879] lr: 2.121e-02, eta: 1 day, 10:17:44, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7508, loss_cls: 2.0601, loss: 2.0601, grad_norm: 4.0716 2021-07-16 21:13:46,284 - mmaction - INFO - Epoch [179][1860/1879] lr: 2.121e-02, eta: 1 day, 10:17:17, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5168, top5_acc: 0.7449, loss_cls: 2.1001, loss: 2.1001, grad_norm: 4.1391 2021-07-16 21:14:09,173 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 21:14:09,179 - mmaction - INFO - 106 BN found 2021-07-16 21:18:55,107 - mmaction - INFO - BN stats updated 2021-07-16 21:20:08,246 - mmaction - INFO - Epoch [180][20/1879] lr: 2.071e-02, eta: 1 day, 10:32:51, time: 3.555, data_time: 2.701, memory: 6455, top1_acc: 0.5273, top5_acc: 0.7406, loss_cls: 2.0900, loss: 2.0900, grad_norm: 4.1763 2021-07-16 21:20:24,261 - mmaction - INFO - Epoch [180][40/1879] lr: 2.071e-02, eta: 1 day, 10:32:03, time: 0.799, data_time: 0.001, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7578, loss_cls: 2.0563, loss: 2.0563, grad_norm: 4.0473 2021-07-16 21:20:40,424 - mmaction - INFO - Epoch [180][60/1879] lr: 2.071e-02, eta: 1 day, 10:31:20, time: 0.809, data_time: 0.002, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7520, loss_cls: 2.0422, loss: 2.0422, grad_norm: 4.0629 2021-07-16 21:20:56,798 - mmaction - INFO - Epoch [180][80/1879] lr: 2.071e-02, eta: 1 day, 10:30:42, time: 0.818, data_time: 0.001, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7637, loss_cls: 1.9783, loss: 1.9783, grad_norm: 4.0629 2021-07-16 21:21:13,402 - mmaction - INFO - Epoch [180][100/1879] lr: 2.071e-02, eta: 1 day, 10:30:11, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.0899, loss: 2.0899, grad_norm: 4.2357 2021-07-16 21:21:29,930 - mmaction - INFO - Epoch [180][120/1879] lr: 2.071e-02, eta: 1 day, 10:29:37, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7660, loss_cls: 2.0575, loss: 2.0575, grad_norm: 4.1246 2021-07-16 21:21:46,416 - mmaction - INFO - Epoch [180][140/1879] lr: 2.071e-02, eta: 1 day, 10:29:02, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.5277, top5_acc: 0.7680, loss_cls: 2.0393, loss: 2.0393, grad_norm: 4.1387 2021-07-16 21:22:03,099 - mmaction - INFO - Epoch [180][160/1879] lr: 2.071e-02, eta: 1 day, 10:28:33, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 2.0324, loss: 2.0324, grad_norm: 4.1980 2021-07-16 21:22:19,717 - mmaction - INFO - Epoch [180][180/1879] lr: 2.071e-02, eta: 1 day, 10:28:02, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5207, top5_acc: 0.7625, loss_cls: 2.0267, loss: 2.0267, grad_norm: 4.0863 2021-07-16 21:22:36,301 - mmaction - INFO - Epoch [180][200/1879] lr: 2.071e-02, eta: 1 day, 10:27:29, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7605, loss_cls: 2.0476, loss: 2.0476, grad_norm: 4.0913 2021-07-16 21:22:52,890 - mmaction - INFO - Epoch [180][220/1879] lr: 2.071e-02, eta: 1 day, 10:26:59, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7691, loss_cls: 2.0339, loss: 2.0339, grad_norm: 4.1216 2021-07-16 21:23:09,513 - mmaction - INFO - Epoch [180][240/1879] lr: 2.071e-02, eta: 1 day, 10:26:28, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5184, top5_acc: 0.7402, loss_cls: 2.1315, loss: 2.1315, grad_norm: 4.1119 2021-07-16 21:23:25,842 - mmaction - INFO - Epoch [180][260/1879] lr: 2.071e-02, eta: 1 day, 10:25:50, time: 0.817, data_time: 0.002, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7520, loss_cls: 2.0613, loss: 2.0613, grad_norm: 3.9874 2021-07-16 21:23:42,444 - mmaction - INFO - Epoch [180][280/1879] lr: 2.071e-02, eta: 1 day, 10:25:19, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7609, loss_cls: 2.0574, loss: 2.0574, grad_norm: 4.1574 2021-07-16 21:23:59,224 - mmaction - INFO - Epoch [180][300/1879] lr: 2.071e-02, eta: 1 day, 10:24:53, time: 0.840, data_time: 0.008, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7484, loss_cls: 2.0414, loss: 2.0414, grad_norm: 4.0489 2021-07-16 21:24:16,022 - mmaction - INFO - Epoch [180][320/1879] lr: 2.071e-02, eta: 1 day, 10:24:25, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7590, loss_cls: 2.0401, loss: 2.0401, grad_norm: 4.0768 2021-07-16 21:24:32,626 - mmaction - INFO - Epoch [180][340/1879] lr: 2.071e-02, eta: 1 day, 10:23:56, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5281, top5_acc: 0.7684, loss_cls: 2.0195, loss: 2.0195, grad_norm: 4.0949 2021-07-16 21:24:49,034 - mmaction - INFO - Epoch [180][360/1879] lr: 2.071e-02, eta: 1 day, 10:23:21, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7527, loss_cls: 2.0668, loss: 2.0668, grad_norm: 4.1679 2021-07-16 21:25:05,624 - mmaction - INFO - Epoch [180][380/1879] lr: 2.071e-02, eta: 1 day, 10:22:49, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7688, loss_cls: 1.9827, loss: 1.9827, grad_norm: 4.0865 2021-07-16 21:25:22,205 - mmaction - INFO - Epoch [180][400/1879] lr: 2.071e-02, eta: 1 day, 10:22:19, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7652, loss_cls: 2.0281, loss: 2.0281, grad_norm: 4.1762 2021-07-16 21:25:38,926 - mmaction - INFO - Epoch [180][420/1879] lr: 2.071e-02, eta: 1 day, 10:21:52, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7590, loss_cls: 2.0291, loss: 2.0291, grad_norm: 4.0833 2021-07-16 21:25:55,446 - mmaction - INFO - Epoch [180][440/1879] lr: 2.071e-02, eta: 1 day, 10:21:20, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5332, top5_acc: 0.7574, loss_cls: 2.0170, loss: 2.0170, grad_norm: 3.9989 2021-07-16 21:26:12,080 - mmaction - INFO - Epoch [180][460/1879] lr: 2.071e-02, eta: 1 day, 10:20:51, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7473, loss_cls: 2.0756, loss: 2.0756, grad_norm: 4.0874 2021-07-16 21:26:28,584 - mmaction - INFO - Epoch [180][480/1879] lr: 2.071e-02, eta: 1 day, 10:20:18, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7449, loss_cls: 2.0514, loss: 2.0514, grad_norm: 4.0297 2021-07-16 21:26:45,375 - mmaction - INFO - Epoch [180][500/1879] lr: 2.071e-02, eta: 1 day, 10:19:52, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7504, loss_cls: 1.9979, loss: 1.9979, grad_norm: 4.0141 2021-07-16 21:27:01,901 - mmaction - INFO - Epoch [180][520/1879] lr: 2.071e-02, eta: 1 day, 10:19:21, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7582, loss_cls: 2.0166, loss: 2.0166, grad_norm: 4.1555 2021-07-16 21:27:18,558 - mmaction - INFO - Epoch [180][540/1879] lr: 2.071e-02, eta: 1 day, 10:18:52, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 1.9975, loss: 1.9975, grad_norm: 4.0783 2021-07-16 21:27:35,460 - mmaction - INFO - Epoch [180][560/1879] lr: 2.071e-02, eta: 1 day, 10:18:30, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7668, loss_cls: 2.0083, loss: 2.0083, grad_norm: 4.0926 2021-07-16 21:27:51,977 - mmaction - INFO - Epoch [180][580/1879] lr: 2.071e-02, eta: 1 day, 10:17:58, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7520, loss_cls: 2.1127, loss: 2.1127, grad_norm: 4.2065 2021-07-16 21:28:08,591 - mmaction - INFO - Epoch [180][600/1879] lr: 2.071e-02, eta: 1 day, 10:17:28, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7582, loss_cls: 2.0292, loss: 2.0292, grad_norm: 4.0710 2021-07-16 21:28:25,159 - mmaction - INFO - Epoch [180][620/1879] lr: 2.071e-02, eta: 1 day, 10:16:59, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7434, loss_cls: 2.0776, loss: 2.0776, grad_norm: 4.1470 2021-07-16 21:28:41,900 - mmaction - INFO - Epoch [180][640/1879] lr: 2.071e-02, eta: 1 day, 10:16:32, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7527, loss_cls: 2.0721, loss: 2.0721, grad_norm: 4.1413 2021-07-16 21:28:58,512 - mmaction - INFO - Epoch [180][660/1879] lr: 2.071e-02, eta: 1 day, 10:16:02, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7641, loss_cls: 2.0640, loss: 2.0640, grad_norm: 4.1306 2021-07-16 21:29:15,177 - mmaction - INFO - Epoch [180][680/1879] lr: 2.071e-02, eta: 1 day, 10:15:36, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7625, loss_cls: 1.9484, loss: 1.9484, grad_norm: 4.0250 2021-07-16 21:29:31,869 - mmaction - INFO - Epoch [180][700/1879] lr: 2.071e-02, eta: 1 day, 10:15:09, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0274, loss: 2.0274, grad_norm: 4.0382 2021-07-16 21:29:48,624 - mmaction - INFO - Epoch [180][720/1879] lr: 2.071e-02, eta: 1 day, 10:14:43, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7543, loss_cls: 2.0981, loss: 2.0981, grad_norm: 4.0917 2021-07-16 21:30:05,163 - mmaction - INFO - Epoch [180][740/1879] lr: 2.071e-02, eta: 1 day, 10:14:12, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0937, loss: 2.0937, grad_norm: 4.1107 2021-07-16 21:30:21,785 - mmaction - INFO - Epoch [180][760/1879] lr: 2.071e-02, eta: 1 day, 10:13:44, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5051, top5_acc: 0.7512, loss_cls: 2.0786, loss: 2.0786, grad_norm: 4.1165 2021-07-16 21:30:38,413 - mmaction - INFO - Epoch [180][780/1879] lr: 2.071e-02, eta: 1 day, 10:13:16, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0623, loss: 2.0623, grad_norm: 4.0167 2021-07-16 21:30:54,950 - mmaction - INFO - Epoch [180][800/1879] lr: 2.071e-02, eta: 1 day, 10:12:46, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7504, loss_cls: 2.0686, loss: 2.0686, grad_norm: 4.1460 2021-07-16 21:31:11,591 - mmaction - INFO - Epoch [180][820/1879] lr: 2.071e-02, eta: 1 day, 10:12:17, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 2.0392, loss: 2.0392, grad_norm: 4.0979 2021-07-16 21:31:28,216 - mmaction - INFO - Epoch [180][840/1879] lr: 2.071e-02, eta: 1 day, 10:11:49, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5152, top5_acc: 0.7461, loss_cls: 2.0981, loss: 2.0981, grad_norm: 4.1767 2021-07-16 21:31:45,029 - mmaction - INFO - Epoch [180][860/1879] lr: 2.071e-02, eta: 1 day, 10:11:25, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7574, loss_cls: 2.0685, loss: 2.0685, grad_norm: 4.0714 2021-07-16 21:32:01,671 - mmaction - INFO - Epoch [180][880/1879] lr: 2.071e-02, eta: 1 day, 10:10:59, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1123, loss: 2.1123, grad_norm: 4.1585 2021-07-16 21:32:18,396 - mmaction - INFO - Epoch [180][900/1879] lr: 2.071e-02, eta: 1 day, 10:10:33, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7512, loss_cls: 2.0659, loss: 2.0659, grad_norm: 4.1465 2021-07-16 21:32:34,945 - mmaction - INFO - Epoch [180][920/1879] lr: 2.071e-02, eta: 1 day, 10:10:03, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7621, loss_cls: 2.0232, loss: 2.0232, grad_norm: 4.0690 2021-07-16 21:32:51,620 - mmaction - INFO - Epoch [180][940/1879] lr: 2.071e-02, eta: 1 day, 10:09:36, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7496, loss_cls: 2.0506, loss: 2.0506, grad_norm: 4.1303 2021-07-16 21:33:08,327 - mmaction - INFO - Epoch [180][960/1879] lr: 2.071e-02, eta: 1 day, 10:09:11, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0531, loss: 2.0531, grad_norm: 4.1344 2021-07-16 21:33:24,892 - mmaction - INFO - Epoch [180][980/1879] lr: 2.071e-02, eta: 1 day, 10:08:42, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5168, top5_acc: 0.7484, loss_cls: 2.0902, loss: 2.0902, grad_norm: 4.1320 2021-07-16 21:33:41,525 - mmaction - INFO - Epoch [180][1000/1879] lr: 2.071e-02, eta: 1 day, 10:08:15, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5082, top5_acc: 0.7484, loss_cls: 2.1213, loss: 2.1213, grad_norm: 4.0770 2021-07-16 21:33:58,166 - mmaction - INFO - Epoch [180][1020/1879] lr: 2.071e-02, eta: 1 day, 10:07:47, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1236, loss: 2.1236, grad_norm: 4.1285 2021-07-16 21:34:14,945 - mmaction - INFO - Epoch [180][1040/1879] lr: 2.071e-02, eta: 1 day, 10:07:22, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7570, loss_cls: 2.0165, loss: 2.0165, grad_norm: 3.9254 2021-07-16 21:34:31,474 - mmaction - INFO - Epoch [180][1060/1879] lr: 2.071e-02, eta: 1 day, 10:06:54, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7547, loss_cls: 2.0659, loss: 2.0659, grad_norm: 4.0467 2021-07-16 21:34:48,102 - mmaction - INFO - Epoch [180][1080/1879] lr: 2.071e-02, eta: 1 day, 10:06:26, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7559, loss_cls: 2.0928, loss: 2.0928, grad_norm: 4.0693 2021-07-16 21:35:04,675 - mmaction - INFO - Epoch [180][1100/1879] lr: 2.071e-02, eta: 1 day, 10:05:58, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7629, loss_cls: 1.9737, loss: 1.9737, grad_norm: 3.9992 2021-07-16 21:35:21,291 - mmaction - INFO - Epoch [180][1120/1879] lr: 2.071e-02, eta: 1 day, 10:05:30, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7645, loss_cls: 2.0273, loss: 2.0273, grad_norm: 4.0154 2021-07-16 21:35:38,009 - mmaction - INFO - Epoch [180][1140/1879] lr: 2.071e-02, eta: 1 day, 10:05:06, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7508, loss_cls: 2.0658, loss: 2.0658, grad_norm: 4.1484 2021-07-16 21:35:54,454 - mmaction - INFO - Epoch [180][1160/1879] lr: 2.071e-02, eta: 1 day, 10:04:35, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7590, loss_cls: 2.0199, loss: 2.0199, grad_norm: 4.1633 2021-07-16 21:36:11,031 - mmaction - INFO - Epoch [180][1180/1879] lr: 2.071e-02, eta: 1 day, 10:04:07, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7465, loss_cls: 2.0682, loss: 2.0682, grad_norm: 4.1009 2021-07-16 21:36:27,709 - mmaction - INFO - Epoch [180][1200/1879] lr: 2.071e-02, eta: 1 day, 10:03:40, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7480, loss_cls: 2.0955, loss: 2.0955, grad_norm: 4.2146 2021-07-16 21:36:44,204 - mmaction - INFO - Epoch [180][1220/1879] lr: 2.071e-02, eta: 1 day, 10:03:11, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7625, loss_cls: 2.0942, loss: 2.0942, grad_norm: 4.1391 2021-07-16 21:37:00,788 - mmaction - INFO - Epoch [180][1240/1879] lr: 2.071e-02, eta: 1 day, 10:02:44, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7707, loss_cls: 1.9941, loss: 1.9941, grad_norm: 4.0789 2021-07-16 21:37:17,385 - mmaction - INFO - Epoch [180][1260/1879] lr: 2.071e-02, eta: 1 day, 10:02:16, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5020, top5_acc: 0.7391, loss_cls: 2.1449, loss: 2.1449, grad_norm: 4.1510 2021-07-16 21:37:33,974 - mmaction - INFO - Epoch [180][1280/1879] lr: 2.071e-02, eta: 1 day, 10:01:48, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7379, loss_cls: 2.1233, loss: 2.1233, grad_norm: 4.2533 2021-07-16 21:37:50,757 - mmaction - INFO - Epoch [180][1300/1879] lr: 2.071e-02, eta: 1 day, 10:01:25, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1204, loss: 2.1204, grad_norm: 4.1472 2021-07-16 21:38:07,571 - mmaction - INFO - Epoch [180][1320/1879] lr: 2.071e-02, eta: 1 day, 10:01:02, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.0981, loss: 2.0981, grad_norm: 4.1054 2021-07-16 21:38:24,110 - mmaction - INFO - Epoch [180][1340/1879] lr: 2.071e-02, eta: 1 day, 10:00:35, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0884, loss: 2.0884, grad_norm: 4.2255 2021-07-16 21:38:40,779 - mmaction - INFO - Epoch [180][1360/1879] lr: 2.071e-02, eta: 1 day, 10:00:08, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5141, top5_acc: 0.7488, loss_cls: 2.0812, loss: 2.0812, grad_norm: 4.1634 2021-07-16 21:38:57,432 - mmaction - INFO - Epoch [180][1380/1879] lr: 2.071e-02, eta: 1 day, 9:59:43, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5094, top5_acc: 0.7535, loss_cls: 2.0938, loss: 2.0938, grad_norm: 4.1264 2021-07-16 21:39:14,046 - mmaction - INFO - Epoch [180][1400/1879] lr: 2.071e-02, eta: 1 day, 9:59:17, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5184, top5_acc: 0.7492, loss_cls: 2.0599, loss: 2.0599, grad_norm: 4.0173 2021-07-16 21:39:30,678 - mmaction - INFO - Epoch [180][1420/1879] lr: 2.071e-02, eta: 1 day, 9:58:51, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1195, loss: 2.1195, grad_norm: 4.1155 2021-07-16 21:39:47,240 - mmaction - INFO - Epoch [180][1440/1879] lr: 2.071e-02, eta: 1 day, 9:58:23, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.1075, loss: 2.1075, grad_norm: 4.0660 2021-07-16 21:40:03,674 - mmaction - INFO - Epoch [180][1460/1879] lr: 2.071e-02, eta: 1 day, 9:57:53, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.5125, top5_acc: 0.7367, loss_cls: 2.1357, loss: 2.1357, grad_norm: 4.1037 2021-07-16 21:40:20,070 - mmaction - INFO - Epoch [180][1480/1879] lr: 2.071e-02, eta: 1 day, 9:57:22, time: 0.819, data_time: 0.001, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7586, loss_cls: 2.0238, loss: 2.0238, grad_norm: 4.1612 2021-07-16 21:40:36,876 - mmaction - INFO - Epoch [180][1500/1879] lr: 2.071e-02, eta: 1 day, 9:56:59, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9919, loss: 1.9919, grad_norm: 4.0486 2021-07-16 21:40:53,633 - mmaction - INFO - Epoch [180][1520/1879] lr: 2.071e-02, eta: 1 day, 9:56:36, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7473, loss_cls: 2.0873, loss: 2.0873, grad_norm: 3.9774 2021-07-16 21:41:10,244 - mmaction - INFO - Epoch [180][1540/1879] lr: 2.071e-02, eta: 1 day, 9:56:10, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0354, loss: 2.0354, grad_norm: 4.1153 2021-07-16 21:41:26,909 - mmaction - INFO - Epoch [180][1560/1879] lr: 2.071e-02, eta: 1 day, 9:55:45, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5043, top5_acc: 0.7363, loss_cls: 2.1221, loss: 2.1221, grad_norm: 4.1933 2021-07-16 21:41:43,644 - mmaction - INFO - Epoch [180][1580/1879] lr: 2.071e-02, eta: 1 day, 9:55:21, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5281, top5_acc: 0.7387, loss_cls: 2.0836, loss: 2.0836, grad_norm: 4.0977 2021-07-16 21:42:00,226 - mmaction - INFO - Epoch [180][1600/1879] lr: 2.071e-02, eta: 1 day, 9:54:55, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5273, top5_acc: 0.7508, loss_cls: 2.0739, loss: 2.0739, grad_norm: 4.0783 2021-07-16 21:42:16,992 - mmaction - INFO - Epoch [180][1620/1879] lr: 2.071e-02, eta: 1 day, 9:54:31, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5230, top5_acc: 0.7473, loss_cls: 2.1031, loss: 2.1031, grad_norm: 4.0244 2021-07-16 21:42:33,531 - mmaction - INFO - Epoch [180][1640/1879] lr: 2.071e-02, eta: 1 day, 9:54:04, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7496, loss_cls: 2.0848, loss: 2.0848, grad_norm: 4.0819 2021-07-16 21:42:50,119 - mmaction - INFO - Epoch [180][1660/1879] lr: 2.071e-02, eta: 1 day, 9:53:38, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7621, loss_cls: 2.0038, loss: 2.0038, grad_norm: 3.9658 2021-07-16 21:43:06,685 - mmaction - INFO - Epoch [180][1680/1879] lr: 2.071e-02, eta: 1 day, 9:53:10, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.5207, top5_acc: 0.7438, loss_cls: 2.1435, loss: 2.1435, grad_norm: 4.1496 2021-07-16 21:43:23,291 - mmaction - INFO - Epoch [180][1700/1879] lr: 2.071e-02, eta: 1 day, 9:52:45, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5180, top5_acc: 0.7566, loss_cls: 2.0587, loss: 2.0587, grad_norm: 4.1589 2021-07-16 21:43:39,903 - mmaction - INFO - Epoch [180][1720/1879] lr: 2.071e-02, eta: 1 day, 9:52:20, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5277, top5_acc: 0.7543, loss_cls: 2.0251, loss: 2.0251, grad_norm: 4.0333 2021-07-16 21:43:56,641 - mmaction - INFO - Epoch [180][1740/1879] lr: 2.071e-02, eta: 1 day, 9:51:56, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7582, loss_cls: 2.0234, loss: 2.0234, grad_norm: 4.0592 2021-07-16 21:44:13,085 - mmaction - INFO - Epoch [180][1760/1879] lr: 2.071e-02, eta: 1 day, 9:51:27, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7527, loss_cls: 2.0955, loss: 2.0955, grad_norm: 4.0288 2021-07-16 21:44:29,554 - mmaction - INFO - Epoch [180][1780/1879] lr: 2.071e-02, eta: 1 day, 9:50:58, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.1189, loss: 2.1189, grad_norm: 4.0044 2021-07-16 21:44:46,297 - mmaction - INFO - Epoch [180][1800/1879] lr: 2.071e-02, eta: 1 day, 9:50:36, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5230, top5_acc: 0.7500, loss_cls: 2.0537, loss: 2.0537, grad_norm: 3.9877 2021-07-16 21:45:02,813 - mmaction - INFO - Epoch [180][1820/1879] lr: 2.071e-02, eta: 1 day, 9:50:08, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5176, top5_acc: 0.7477, loss_cls: 2.0908, loss: 2.0908, grad_norm: 4.1028 2021-07-16 21:45:19,520 - mmaction - INFO - Epoch [180][1840/1879] lr: 2.071e-02, eta: 1 day, 9:49:45, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5168, top5_acc: 0.7461, loss_cls: 2.1303, loss: 2.1303, grad_norm: 4.1469 2021-07-16 21:45:36,183 - mmaction - INFO - Epoch [180][1860/1879] lr: 2.071e-02, eta: 1 day, 9:49:20, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7570, loss_cls: 2.0452, loss: 2.0452, grad_norm: 4.0180 2021-07-16 21:46:02,128 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 21:46:02,138 - mmaction - INFO - 106 BN found 2021-07-16 21:50:43,145 - mmaction - INFO - BN stats updated 2021-07-16 21:53:03,979 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-16 21:53:04,815 - mmaction - INFO - top1_acc 0.6022 top5_acc 0.8251 2021-07-16 21:53:04,815 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-16 21:53:04,868 - mmaction - INFO - mean_acc 0.6021 2021-07-16 21:53:04,879 - mmaction - INFO - Saving checkpoint at 180 epochs 2021-07-16 21:53:07,130 - mmaction - INFO - Epoch(val) [180][155] top1_acc: 0.6022, top5_acc: 0.8251, mean_class_accuracy: 0.6021 2021-07-16 21:53:57,125 - mmaction - INFO - Epoch [181][20/1879] lr: 2.022e-02, eta: 1 day, 9:54:04, time: 2.499, data_time: 1.618, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7613, loss_cls: 2.0256, loss: 2.0256, grad_norm: 4.0969 2021-07-16 21:54:13,248 - mmaction - INFO - Epoch [181][40/1879] lr: 2.022e-02, eta: 1 day, 9:53:28, time: 0.805, data_time: 0.005, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7637, loss_cls: 1.9970, loss: 1.9970, grad_norm: 4.0976 2021-07-16 21:54:29,489 - mmaction - INFO - Epoch [181][60/1879] lr: 2.022e-02, eta: 1 day, 9:52:55, time: 0.813, data_time: 0.002, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7660, loss_cls: 1.9783, loss: 1.9783, grad_norm: 4.0773 2021-07-16 21:54:45,762 - mmaction - INFO - Epoch [181][80/1879] lr: 2.022e-02, eta: 1 day, 9:52:23, time: 0.814, data_time: 0.001, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 2.0051, loss: 2.0051, grad_norm: 4.0705 2021-07-16 21:55:02,191 - mmaction - INFO - Epoch [181][100/1879] lr: 2.022e-02, eta: 1 day, 9:51:53, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7570, loss_cls: 2.0427, loss: 2.0427, grad_norm: 4.1138 2021-07-16 21:55:18,723 - mmaction - INFO - Epoch [181][120/1879] lr: 2.022e-02, eta: 1 day, 9:51:25, time: 0.825, data_time: 0.002, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7582, loss_cls: 2.0322, loss: 2.0322, grad_norm: 4.1322 2021-07-16 21:55:35,278 - mmaction - INFO - Epoch [181][140/1879] lr: 2.022e-02, eta: 1 day, 9:50:59, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7699, loss_cls: 1.9998, loss: 1.9998, grad_norm: 4.1120 2021-07-16 21:55:51,908 - mmaction - INFO - Epoch [181][160/1879] lr: 2.022e-02, eta: 1 day, 9:50:33, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7590, loss_cls: 2.0131, loss: 2.0131, grad_norm: 4.1174 2021-07-16 21:56:08,557 - mmaction - INFO - Epoch [181][180/1879] lr: 2.022e-02, eta: 1 day, 9:50:09, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7496, loss_cls: 2.0533, loss: 2.0533, grad_norm: 4.0551 2021-07-16 21:56:25,208 - mmaction - INFO - Epoch [181][200/1879] lr: 2.022e-02, eta: 1 day, 9:49:43, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7730, loss_cls: 1.9790, loss: 1.9790, grad_norm: 4.0757 2021-07-16 21:56:41,961 - mmaction - INFO - Epoch [181][220/1879] lr: 2.022e-02, eta: 1 day, 9:49:19, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7668, loss_cls: 2.0090, loss: 2.0090, grad_norm: 4.0634 2021-07-16 21:56:58,487 - mmaction - INFO - Epoch [181][240/1879] lr: 2.022e-02, eta: 1 day, 9:48:53, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7695, loss_cls: 1.9740, loss: 1.9740, grad_norm: 4.0044 2021-07-16 21:57:15,277 - mmaction - INFO - Epoch [181][260/1879] lr: 2.022e-02, eta: 1 day, 9:48:31, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7617, loss_cls: 2.0239, loss: 2.0239, grad_norm: 4.0152 2021-07-16 21:57:31,967 - mmaction - INFO - Epoch [181][280/1879] lr: 2.022e-02, eta: 1 day, 9:48:06, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.0955 2021-07-16 21:57:48,468 - mmaction - INFO - Epoch [181][300/1879] lr: 2.022e-02, eta: 1 day, 9:47:38, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7605, loss_cls: 2.0242, loss: 2.0242, grad_norm: 4.1168 2021-07-16 21:58:05,308 - mmaction - INFO - Epoch [181][320/1879] lr: 2.022e-02, eta: 1 day, 9:47:16, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7445, loss_cls: 2.0804, loss: 2.0804, grad_norm: 4.2425 2021-07-16 21:58:21,838 - mmaction - INFO - Epoch [181][340/1879] lr: 2.022e-02, eta: 1 day, 9:46:50, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 2.0032, loss: 2.0032, grad_norm: 4.0806 2021-07-16 21:58:38,663 - mmaction - INFO - Epoch [181][360/1879] lr: 2.022e-02, eta: 1 day, 9:46:29, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 2.0396, loss: 2.0396, grad_norm: 4.1491 2021-07-16 21:58:55,240 - mmaction - INFO - Epoch [181][380/1879] lr: 2.022e-02, eta: 1 day, 9:46:03, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7551, loss_cls: 2.0625, loss: 2.0625, grad_norm: 4.1256 2021-07-16 21:59:12,007 - mmaction - INFO - Epoch [181][400/1879] lr: 2.022e-02, eta: 1 day, 9:45:40, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0426, loss: 2.0426, grad_norm: 4.1154 2021-07-16 21:59:28,600 - mmaction - INFO - Epoch [181][420/1879] lr: 2.022e-02, eta: 1 day, 9:45:15, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.4895, top5_acc: 0.7375, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.2632 2021-07-16 21:59:45,416 - mmaction - INFO - Epoch [181][440/1879] lr: 2.022e-02, eta: 1 day, 9:44:53, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5082, top5_acc: 0.7426, loss_cls: 2.1039, loss: 2.1039, grad_norm: 4.1575 2021-07-16 22:00:02,109 - mmaction - INFO - Epoch [181][460/1879] lr: 2.022e-02, eta: 1 day, 9:44:29, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.0925, loss: 2.0925, grad_norm: 4.0524 2021-07-16 22:00:18,891 - mmaction - INFO - Epoch [181][480/1879] lr: 2.022e-02, eta: 1 day, 9:44:07, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7777, loss_cls: 1.9611, loss: 1.9611, grad_norm: 4.0029 2021-07-16 22:00:35,686 - mmaction - INFO - Epoch [181][500/1879] lr: 2.022e-02, eta: 1 day, 9:43:46, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7617, loss_cls: 1.9787, loss: 1.9787, grad_norm: 4.0542 2021-07-16 22:00:52,380 - mmaction - INFO - Epoch [181][520/1879] lr: 2.022e-02, eta: 1 day, 9:43:21, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7543, loss_cls: 2.0615, loss: 2.0615, grad_norm: 4.1370 2021-07-16 22:01:09,105 - mmaction - INFO - Epoch [181][540/1879] lr: 2.022e-02, eta: 1 day, 9:42:59, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7629, loss_cls: 2.0215, loss: 2.0215, grad_norm: 4.0907 2021-07-16 22:01:25,801 - mmaction - INFO - Epoch [181][560/1879] lr: 2.022e-02, eta: 1 day, 9:42:35, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.0878, loss: 2.0878, grad_norm: 4.1289 2021-07-16 22:01:42,652 - mmaction - INFO - Epoch [181][580/1879] lr: 2.022e-02, eta: 1 day, 9:42:13, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5215, top5_acc: 0.7344, loss_cls: 2.1597, loss: 2.1597, grad_norm: 4.2175 2021-07-16 22:01:59,288 - mmaction - INFO - Epoch [181][600/1879] lr: 2.022e-02, eta: 1 day, 9:41:50, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5234, top5_acc: 0.7441, loss_cls: 2.1111, loss: 2.1111, grad_norm: 4.0963 2021-07-16 22:02:16,035 - mmaction - INFO - Epoch [181][620/1879] lr: 2.022e-02, eta: 1 day, 9:41:27, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7586, loss_cls: 2.0422, loss: 2.0422, grad_norm: 4.0165 2021-07-16 22:02:32,688 - mmaction - INFO - Epoch [181][640/1879] lr: 2.022e-02, eta: 1 day, 9:41:03, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5223, top5_acc: 0.7621, loss_cls: 2.0802, loss: 2.0802, grad_norm: 4.2059 2021-07-16 22:02:49,548 - mmaction - INFO - Epoch [181][660/1879] lr: 2.022e-02, eta: 1 day, 9:40:41, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7535, loss_cls: 2.0559, loss: 2.0559, grad_norm: 4.0586 2021-07-16 22:03:06,179 - mmaction - INFO - Epoch [181][680/1879] lr: 2.022e-02, eta: 1 day, 9:40:18, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7516, loss_cls: 2.0700, loss: 2.0700, grad_norm: 4.0501 2021-07-16 22:03:23,018 - mmaction - INFO - Epoch [181][700/1879] lr: 2.022e-02, eta: 1 day, 9:39:56, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0877, loss: 2.0877, grad_norm: 4.2256 2021-07-16 22:03:39,700 - mmaction - INFO - Epoch [181][720/1879] lr: 2.022e-02, eta: 1 day, 9:39:34, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0153, loss: 2.0153, grad_norm: 4.0309 2021-07-16 22:03:56,467 - mmaction - INFO - Epoch [181][740/1879] lr: 2.022e-02, eta: 1 day, 9:39:12, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7453, loss_cls: 2.0742, loss: 2.0742, grad_norm: 3.8913 2021-07-16 22:04:13,335 - mmaction - INFO - Epoch [181][760/1879] lr: 2.022e-02, eta: 1 day, 9:38:50, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7738, loss_cls: 1.9573, loss: 1.9573, grad_norm: 3.9297 2021-07-16 22:04:30,025 - mmaction - INFO - Epoch [181][780/1879] lr: 2.022e-02, eta: 1 day, 9:38:28, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5105, top5_acc: 0.7512, loss_cls: 2.0647, loss: 2.0647, grad_norm: 4.1017 2021-07-16 22:04:46,896 - mmaction - INFO - Epoch [181][800/1879] lr: 2.022e-02, eta: 1 day, 9:38:08, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7418, loss_cls: 2.1161, loss: 2.1161, grad_norm: 4.0419 2021-07-16 22:05:03,675 - mmaction - INFO - Epoch [181][820/1879] lr: 2.022e-02, eta: 1 day, 9:37:46, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7582, loss_cls: 1.9995, loss: 1.9995, grad_norm: 4.0186 2021-07-16 22:05:20,406 - mmaction - INFO - Epoch [181][840/1879] lr: 2.022e-02, eta: 1 day, 9:37:24, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1026, loss: 2.1026, grad_norm: 4.2821 2021-07-16 22:05:37,032 - mmaction - INFO - Epoch [181][860/1879] lr: 2.022e-02, eta: 1 day, 9:36:59, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7551, loss_cls: 2.0557, loss: 2.0557, grad_norm: 4.0593 2021-07-16 22:05:53,779 - mmaction - INFO - Epoch [181][880/1879] lr: 2.022e-02, eta: 1 day, 9:36:37, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5156, top5_acc: 0.7504, loss_cls: 2.1037, loss: 2.1037, grad_norm: 4.1103 2021-07-16 22:06:10,887 - mmaction - INFO - Epoch [181][900/1879] lr: 2.022e-02, eta: 1 day, 9:36:20, time: 0.853, data_time: 0.001, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7582, loss_cls: 2.0368, loss: 2.0368, grad_norm: 4.1894 2021-07-16 22:06:27,562 - mmaction - INFO - Epoch [181][920/1879] lr: 2.022e-02, eta: 1 day, 9:35:57, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5273, top5_acc: 0.7535, loss_cls: 2.0387, loss: 2.0387, grad_norm: 4.0379 2021-07-16 22:06:44,197 - mmaction - INFO - Epoch [181][940/1879] lr: 2.022e-02, eta: 1 day, 9:35:34, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7582, loss_cls: 2.0689, loss: 2.0689, grad_norm: 4.0109 2021-07-16 22:07:00,913 - mmaction - INFO - Epoch [181][960/1879] lr: 2.022e-02, eta: 1 day, 9:35:10, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5168, top5_acc: 0.7445, loss_cls: 2.1345, loss: 2.1345, grad_norm: 4.1109 2021-07-16 22:07:17,638 - mmaction - INFO - Epoch [181][980/1879] lr: 2.022e-02, eta: 1 day, 9:34:47, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7539, loss_cls: 2.0561, loss: 2.0561, grad_norm: 3.9951 2021-07-16 22:07:34,391 - mmaction - INFO - Epoch [181][1000/1879] lr: 2.022e-02, eta: 1 day, 9:34:26, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7496, loss_cls: 2.0768, loss: 2.0768, grad_norm: 4.0310 2021-07-16 22:07:51,034 - mmaction - INFO - Epoch [181][1020/1879] lr: 2.022e-02, eta: 1 day, 9:34:03, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5074, top5_acc: 0.7305, loss_cls: 2.1468, loss: 2.1468, grad_norm: 4.0517 2021-07-16 22:08:07,855 - mmaction - INFO - Epoch [181][1040/1879] lr: 2.022e-02, eta: 1 day, 9:33:41, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5344, top5_acc: 0.7582, loss_cls: 2.0289, loss: 2.0289, grad_norm: 4.0915 2021-07-16 22:08:24,689 - mmaction - INFO - Epoch [181][1060/1879] lr: 2.022e-02, eta: 1 day, 9:33:21, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7512, loss_cls: 2.0803, loss: 2.0803, grad_norm: 4.1223 2021-07-16 22:08:41,463 - mmaction - INFO - Epoch [181][1080/1879] lr: 2.022e-02, eta: 1 day, 9:33:00, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7574, loss_cls: 2.0585, loss: 2.0585, grad_norm: 4.1145 2021-07-16 22:08:58,052 - mmaction - INFO - Epoch [181][1100/1879] lr: 2.022e-02, eta: 1 day, 9:32:35, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7641, loss_cls: 2.0415, loss: 2.0415, grad_norm: 4.0955 2021-07-16 22:09:14,734 - mmaction - INFO - Epoch [181][1120/1879] lr: 2.022e-02, eta: 1 day, 9:32:12, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7414, loss_cls: 2.1112, loss: 2.1112, grad_norm: 4.1248 2021-07-16 22:09:31,315 - mmaction - INFO - Epoch [181][1140/1879] lr: 2.022e-02, eta: 1 day, 9:31:48, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7613, loss_cls: 2.0342, loss: 2.0342, grad_norm: 4.0798 2021-07-16 22:09:48,115 - mmaction - INFO - Epoch [181][1160/1879] lr: 2.022e-02, eta: 1 day, 9:31:27, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.1151, loss: 2.1151, grad_norm: 4.1110 2021-07-16 22:10:04,882 - mmaction - INFO - Epoch [181][1180/1879] lr: 2.022e-02, eta: 1 day, 9:31:05, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7637, loss_cls: 2.0513, loss: 2.0513, grad_norm: 4.0805 2021-07-16 22:10:21,512 - mmaction - INFO - Epoch [181][1200/1879] lr: 2.022e-02, eta: 1 day, 9:30:42, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7500, loss_cls: 2.0615, loss: 2.0615, grad_norm: 4.1237 2021-07-16 22:10:38,274 - mmaction - INFO - Epoch [181][1220/1879] lr: 2.022e-02, eta: 1 day, 9:30:20, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 2.0557, loss: 2.0557, grad_norm: 4.1405 2021-07-16 22:10:55,115 - mmaction - INFO - Epoch [181][1240/1879] lr: 2.022e-02, eta: 1 day, 9:30:00, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9992, loss: 1.9992, grad_norm: 4.0646 2021-07-16 22:11:12,134 - mmaction - INFO - Epoch [181][1260/1879] lr: 2.022e-02, eta: 1 day, 9:29:42, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7637, loss_cls: 2.0152, loss: 2.0152, grad_norm: 4.1237 2021-07-16 22:11:28,899 - mmaction - INFO - Epoch [181][1280/1879] lr: 2.022e-02, eta: 1 day, 9:29:21, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7574, loss_cls: 2.0303, loss: 2.0303, grad_norm: 4.0832 2021-07-16 22:11:45,714 - mmaction - INFO - Epoch [181][1300/1879] lr: 2.022e-02, eta: 1 day, 9:28:59, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5191, top5_acc: 0.7508, loss_cls: 2.0981, loss: 2.0981, grad_norm: 4.1815 2021-07-16 22:12:02,462 - mmaction - INFO - Epoch [181][1320/1879] lr: 2.022e-02, eta: 1 day, 9:28:39, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5129, top5_acc: 0.7520, loss_cls: 2.1033, loss: 2.1033, grad_norm: 4.1835 2021-07-16 22:12:19,179 - mmaction - INFO - Epoch [181][1340/1879] lr: 2.022e-02, eta: 1 day, 9:28:17, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9499, loss: 1.9499, grad_norm: 4.0500 2021-07-16 22:12:35,858 - mmaction - INFO - Epoch [181][1360/1879] lr: 2.022e-02, eta: 1 day, 9:27:54, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5234, top5_acc: 0.7574, loss_cls: 2.0825, loss: 2.0825, grad_norm: 4.2273 2021-07-16 22:12:52,584 - mmaction - INFO - Epoch [181][1380/1879] lr: 2.022e-02, eta: 1 day, 9:27:31, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1109, loss: 2.1109, grad_norm: 4.0426 2021-07-16 22:13:09,196 - mmaction - INFO - Epoch [181][1400/1879] lr: 2.022e-02, eta: 1 day, 9:27:08, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0621, loss: 2.0621, grad_norm: 4.0532 2021-07-16 22:13:25,982 - mmaction - INFO - Epoch [181][1420/1879] lr: 2.022e-02, eta: 1 day, 9:26:47, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5176, top5_acc: 0.7484, loss_cls: 2.1030, loss: 2.1030, grad_norm: 4.1388 2021-07-16 22:13:42,772 - mmaction - INFO - Epoch [181][1440/1879] lr: 2.022e-02, eta: 1 day, 9:26:26, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5137, top5_acc: 0.7582, loss_cls: 2.0718, loss: 2.0718, grad_norm: 4.0822 2021-07-16 22:13:59,361 - mmaction - INFO - Epoch [181][1460/1879] lr: 2.022e-02, eta: 1 day, 9:26:02, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7574, loss_cls: 2.0586, loss: 2.0586, grad_norm: 4.1201 2021-07-16 22:14:16,263 - mmaction - INFO - Epoch [181][1480/1879] lr: 2.022e-02, eta: 1 day, 9:25:43, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0053, loss: 2.0053, grad_norm: 4.1319 2021-07-16 22:14:32,968 - mmaction - INFO - Epoch [181][1500/1879] lr: 2.022e-02, eta: 1 day, 9:25:21, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7613, loss_cls: 2.0296, loss: 2.0296, grad_norm: 4.1219 2021-07-16 22:14:49,795 - mmaction - INFO - Epoch [181][1520/1879] lr: 2.022e-02, eta: 1 day, 9:25:00, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7539, loss_cls: 2.0462, loss: 2.0462, grad_norm: 4.0791 2021-07-16 22:15:06,364 - mmaction - INFO - Epoch [181][1540/1879] lr: 2.022e-02, eta: 1 day, 9:24:37, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7328, loss_cls: 2.1163, loss: 2.1163, grad_norm: 4.0517 2021-07-16 22:15:23,160 - mmaction - INFO - Epoch [181][1560/1879] lr: 2.022e-02, eta: 1 day, 9:24:16, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1104, loss: 2.1104, grad_norm: 4.1043 2021-07-16 22:15:39,968 - mmaction - INFO - Epoch [181][1580/1879] lr: 2.022e-02, eta: 1 day, 9:23:55, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7520, loss_cls: 2.1039, loss: 2.1039, grad_norm: 4.0765 2021-07-16 22:15:56,595 - mmaction - INFO - Epoch [181][1600/1879] lr: 2.022e-02, eta: 1 day, 9:23:32, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7418, loss_cls: 2.0961, loss: 2.0961, grad_norm: 4.0063 2021-07-16 22:16:13,358 - mmaction - INFO - Epoch [181][1620/1879] lr: 2.022e-02, eta: 1 day, 9:23:11, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7645, loss_cls: 2.0051, loss: 2.0051, grad_norm: 4.0110 2021-07-16 22:16:30,224 - mmaction - INFO - Epoch [181][1640/1879] lr: 2.022e-02, eta: 1 day, 9:22:51, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.0626, loss: 2.0626, grad_norm: 4.0932 2021-07-16 22:16:46,922 - mmaction - INFO - Epoch [181][1660/1879] lr: 2.022e-02, eta: 1 day, 9:22:29, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7668, loss_cls: 1.9677, loss: 1.9677, grad_norm: 3.9394 2021-07-16 22:17:03,504 - mmaction - INFO - Epoch [181][1680/1879] lr: 2.022e-02, eta: 1 day, 9:22:06, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7488, loss_cls: 2.0720, loss: 2.0720, grad_norm: 4.0952 2021-07-16 22:17:20,511 - mmaction - INFO - Epoch [181][1700/1879] lr: 2.022e-02, eta: 1 day, 9:21:48, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7488, loss_cls: 2.0819, loss: 2.0819, grad_norm: 4.2110 2021-07-16 22:17:37,167 - mmaction - INFO - Epoch [181][1720/1879] lr: 2.022e-02, eta: 1 day, 9:21:26, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7551, loss_cls: 2.0249, loss: 2.0249, grad_norm: 4.0918 2021-07-16 22:17:54,015 - mmaction - INFO - Epoch [181][1740/1879] lr: 2.022e-02, eta: 1 day, 9:21:06, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7598, loss_cls: 2.0458, loss: 2.0458, grad_norm: 4.0958 2021-07-16 22:18:10,648 - mmaction - INFO - Epoch [181][1760/1879] lr: 2.022e-02, eta: 1 day, 9:20:43, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7602, loss_cls: 1.9736, loss: 1.9736, grad_norm: 3.9112 2021-07-16 22:18:27,505 - mmaction - INFO - Epoch [181][1780/1879] lr: 2.022e-02, eta: 1 day, 9:20:23, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7578, loss_cls: 2.0040, loss: 2.0040, grad_norm: 4.1220 2021-07-16 22:18:44,190 - mmaction - INFO - Epoch [181][1800/1879] lr: 2.022e-02, eta: 1 day, 9:20:01, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7586, loss_cls: 1.9902, loss: 1.9902, grad_norm: 4.0852 2021-07-16 22:19:00,957 - mmaction - INFO - Epoch [181][1820/1879] lr: 2.022e-02, eta: 1 day, 9:19:41, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7402, loss_cls: 2.0566, loss: 2.0566, grad_norm: 4.0804 2021-07-16 22:19:17,659 - mmaction - INFO - Epoch [181][1840/1879] lr: 2.022e-02, eta: 1 day, 9:19:19, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7543, loss_cls: 2.0296, loss: 2.0296, grad_norm: 4.1161 2021-07-16 22:19:34,361 - mmaction - INFO - Epoch [181][1860/1879] lr: 2.022e-02, eta: 1 day, 9:18:57, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7488, loss_cls: 2.0429, loss: 2.0429, grad_norm: 4.1306 2021-07-16 22:19:55,525 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 22:19:55,529 - mmaction - INFO - 106 BN found 2021-07-16 22:24:44,763 - mmaction - INFO - BN stats updated 2021-07-16 22:26:26,002 - mmaction - INFO - Epoch [182][20/1879] lr: 1.972e-02, eta: 1 day, 9:34:51, time: 4.957, data_time: 4.002, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7711, loss_cls: 1.9806, loss: 1.9806, grad_norm: 4.1060 2021-07-16 22:26:42,097 - mmaction - INFO - Epoch [182][40/1879] lr: 1.972e-02, eta: 1 day, 9:34:18, time: 0.805, data_time: 0.007, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7590, loss_cls: 2.0071, loss: 2.0071, grad_norm: 4.1922 2021-07-16 22:26:58,324 - mmaction - INFO - Epoch [182][60/1879] lr: 1.972e-02, eta: 1 day, 9:33:47, time: 0.811, data_time: 0.006, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7535, loss_cls: 2.0156, loss: 2.0156, grad_norm: 3.9778 2021-07-16 22:27:14,654 - mmaction - INFO - Epoch [182][80/1879] lr: 1.972e-02, eta: 1 day, 9:33:18, time: 0.819, data_time: 0.006, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7562, loss_cls: 2.0379, loss: 2.0379, grad_norm: 4.0976 2021-07-16 22:27:31,157 - mmaction - INFO - Epoch [182][100/1879] lr: 1.972e-02, eta: 1 day, 9:32:51, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0132, loss: 2.0132, grad_norm: 4.0714 2021-07-16 22:27:47,636 - mmaction - INFO - Epoch [182][120/1879] lr: 1.972e-02, eta: 1 day, 9:32:24, time: 0.825, data_time: 0.002, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9729, loss: 1.9729, grad_norm: 4.1394 2021-07-16 22:28:04,252 - mmaction - INFO - Epoch [182][140/1879] lr: 1.972e-02, eta: 1 day, 9:31:59, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5230, top5_acc: 0.7602, loss_cls: 2.0507, loss: 2.0507, grad_norm: 3.9941 2021-07-16 22:28:20,906 - mmaction - INFO - Epoch [182][160/1879] lr: 1.972e-02, eta: 1 day, 9:31:34, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7527, loss_cls: 2.0315, loss: 2.0315, grad_norm: 4.1081 2021-07-16 22:28:37,640 - mmaction - INFO - Epoch [182][180/1879] lr: 1.972e-02, eta: 1 day, 9:31:11, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7766, loss_cls: 1.9594, loss: 1.9594, grad_norm: 3.9506 2021-07-16 22:28:54,203 - mmaction - INFO - Epoch [182][200/1879] lr: 1.972e-02, eta: 1 day, 9:30:45, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0469, loss: 2.0469, grad_norm: 4.0527 2021-07-16 22:29:10,771 - mmaction - INFO - Epoch [182][220/1879] lr: 1.972e-02, eta: 1 day, 9:30:20, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7691, loss_cls: 1.9754, loss: 1.9754, grad_norm: 4.0999 2021-07-16 22:29:27,337 - mmaction - INFO - Epoch [182][240/1879] lr: 1.972e-02, eta: 1 day, 9:29:54, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7672, loss_cls: 1.9811, loss: 1.9811, grad_norm: 4.0808 2021-07-16 22:29:44,202 - mmaction - INFO - Epoch [182][260/1879] lr: 1.972e-02, eta: 1 day, 9:29:32, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7613, loss_cls: 1.9852, loss: 1.9852, grad_norm: 4.0450 2021-07-16 22:30:00,942 - mmaction - INFO - Epoch [182][280/1879] lr: 1.972e-02, eta: 1 day, 9:29:10, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7469, loss_cls: 2.0727, loss: 2.0727, grad_norm: 4.1611 2021-07-16 22:30:17,598 - mmaction - INFO - Epoch [182][300/1879] lr: 1.972e-02, eta: 1 day, 9:28:45, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7625, loss_cls: 2.0143, loss: 2.0143, grad_norm: 4.1033 2021-07-16 22:30:34,444 - mmaction - INFO - Epoch [182][320/1879] lr: 1.972e-02, eta: 1 day, 9:28:24, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0814, loss: 2.0814, grad_norm: 4.0161 2021-07-16 22:30:51,250 - mmaction - INFO - Epoch [182][340/1879] lr: 1.972e-02, eta: 1 day, 9:28:02, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7520, loss_cls: 2.0500, loss: 2.0500, grad_norm: 4.1596 2021-07-16 22:31:08,051 - mmaction - INFO - Epoch [182][360/1879] lr: 1.972e-02, eta: 1 day, 9:27:40, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0377, loss: 2.0377, grad_norm: 4.1258 2021-07-16 22:31:24,545 - mmaction - INFO - Epoch [182][380/1879] lr: 1.972e-02, eta: 1 day, 9:27:14, time: 0.825, data_time: 0.002, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 1.9975, loss: 1.9975, grad_norm: 4.1114 2021-07-16 22:31:41,288 - mmaction - INFO - Epoch [182][400/1879] lr: 1.972e-02, eta: 1 day, 9:26:51, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 1.9968, loss: 1.9968, grad_norm: 4.0425 2021-07-16 22:31:57,963 - mmaction - INFO - Epoch [182][420/1879] lr: 1.972e-02, eta: 1 day, 9:26:27, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7695, loss_cls: 1.9795, loss: 1.9795, grad_norm: 3.9785 2021-07-16 22:32:14,521 - mmaction - INFO - Epoch [182][440/1879] lr: 1.972e-02, eta: 1 day, 9:26:02, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7742, loss_cls: 1.9419, loss: 1.9419, grad_norm: 4.0554 2021-07-16 22:32:31,282 - mmaction - INFO - Epoch [182][460/1879] lr: 1.972e-02, eta: 1 day, 9:25:39, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7504, loss_cls: 1.9877, loss: 1.9877, grad_norm: 4.0069 2021-07-16 22:32:48,003 - mmaction - INFO - Epoch [182][480/1879] lr: 1.972e-02, eta: 1 day, 9:25:17, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.0920, loss: 2.0920, grad_norm: 4.1655 2021-07-16 22:33:04,738 - mmaction - INFO - Epoch [182][500/1879] lr: 1.972e-02, eta: 1 day, 9:24:53, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9957, loss: 1.9957, grad_norm: 4.1817 2021-07-16 22:33:21,436 - mmaction - INFO - Epoch [182][520/1879] lr: 1.972e-02, eta: 1 day, 9:24:30, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7566, loss_cls: 2.0361, loss: 2.0361, grad_norm: 4.1646 2021-07-16 22:33:38,155 - mmaction - INFO - Epoch [182][540/1879] lr: 1.972e-02, eta: 1 day, 9:24:07, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7465, loss_cls: 2.0760, loss: 2.0760, grad_norm: 4.1101 2021-07-16 22:33:54,735 - mmaction - INFO - Epoch [182][560/1879] lr: 1.972e-02, eta: 1 day, 9:23:42, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7723, loss_cls: 1.9475, loss: 1.9475, grad_norm: 3.9200 2021-07-16 22:34:11,515 - mmaction - INFO - Epoch [182][580/1879] lr: 1.972e-02, eta: 1 day, 9:23:20, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0333, loss: 2.0333, grad_norm: 4.1132 2021-07-16 22:34:28,364 - mmaction - INFO - Epoch [182][600/1879] lr: 1.972e-02, eta: 1 day, 9:22:59, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9664, loss: 1.9664, grad_norm: 4.0804 2021-07-16 22:34:45,077 - mmaction - INFO - Epoch [182][620/1879] lr: 1.972e-02, eta: 1 day, 9:22:36, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7578, loss_cls: 2.0444, loss: 2.0444, grad_norm: 4.1341 2021-07-16 22:35:01,867 - mmaction - INFO - Epoch [182][640/1879] lr: 1.972e-02, eta: 1 day, 9:22:14, time: 0.839, data_time: 0.008, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7465, loss_cls: 2.0248, loss: 2.0248, grad_norm: 4.0221 2021-07-16 22:35:18,557 - mmaction - INFO - Epoch [182][660/1879] lr: 1.972e-02, eta: 1 day, 9:21:51, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7574, loss_cls: 2.0641, loss: 2.0641, grad_norm: 4.0972 2021-07-16 22:35:35,408 - mmaction - INFO - Epoch [182][680/1879] lr: 1.972e-02, eta: 1 day, 9:21:30, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7645, loss_cls: 2.0023, loss: 2.0023, grad_norm: 4.1187 2021-07-16 22:35:52,126 - mmaction - INFO - Epoch [182][700/1879] lr: 1.972e-02, eta: 1 day, 9:21:08, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0063, loss: 2.0063, grad_norm: 4.0873 2021-07-16 22:36:08,775 - mmaction - INFO - Epoch [182][720/1879] lr: 1.972e-02, eta: 1 day, 9:20:44, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7613, loss_cls: 2.0457, loss: 2.0457, grad_norm: 4.0733 2021-07-16 22:36:25,497 - mmaction - INFO - Epoch [182][740/1879] lr: 1.972e-02, eta: 1 day, 9:20:21, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7352, loss_cls: 2.1460, loss: 2.1460, grad_norm: 4.1303 2021-07-16 22:36:42,143 - mmaction - INFO - Epoch [182][760/1879] lr: 1.972e-02, eta: 1 day, 9:19:58, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7520, loss_cls: 2.0340, loss: 2.0340, grad_norm: 4.0573 2021-07-16 22:36:58,875 - mmaction - INFO - Epoch [182][780/1879] lr: 1.972e-02, eta: 1 day, 9:19:35, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.1043, loss: 2.1043, grad_norm: 4.0778 2021-07-16 22:37:15,494 - mmaction - INFO - Epoch [182][800/1879] lr: 1.972e-02, eta: 1 day, 9:19:11, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9775, loss: 1.9775, grad_norm: 4.0550 2021-07-16 22:37:32,224 - mmaction - INFO - Epoch [182][820/1879] lr: 1.972e-02, eta: 1 day, 9:18:48, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0478, loss: 2.0478, grad_norm: 4.1256 2021-07-16 22:37:48,933 - mmaction - INFO - Epoch [182][840/1879] lr: 1.972e-02, eta: 1 day, 9:18:25, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7512, loss_cls: 2.0297, loss: 2.0297, grad_norm: 4.0460 2021-07-16 22:38:05,635 - mmaction - INFO - Epoch [182][860/1879] lr: 1.972e-02, eta: 1 day, 9:18:03, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7512, loss_cls: 2.0381, loss: 2.0381, grad_norm: 4.1720 2021-07-16 22:38:22,291 - mmaction - INFO - Epoch [182][880/1879] lr: 1.972e-02, eta: 1 day, 9:17:39, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0650, loss: 2.0650, grad_norm: 4.2118 2021-07-16 22:38:39,038 - mmaction - INFO - Epoch [182][900/1879] lr: 1.972e-02, eta: 1 day, 9:17:17, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7566, loss_cls: 2.0173, loss: 2.0173, grad_norm: 3.9956 2021-07-16 22:38:55,724 - mmaction - INFO - Epoch [182][920/1879] lr: 1.972e-02, eta: 1 day, 9:16:54, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7688, loss_cls: 1.9579, loss: 1.9579, grad_norm: 4.0297 2021-07-16 22:39:12,438 - mmaction - INFO - Epoch [182][940/1879] lr: 1.972e-02, eta: 1 day, 9:16:31, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9748, loss: 1.9748, grad_norm: 4.0400 2021-07-16 22:39:29,053 - mmaction - INFO - Epoch [182][960/1879] lr: 1.972e-02, eta: 1 day, 9:16:08, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7496, loss_cls: 2.0000, loss: 2.0000, grad_norm: 4.0474 2021-07-16 22:39:45,790 - mmaction - INFO - Epoch [182][980/1879] lr: 1.972e-02, eta: 1 day, 9:15:45, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5215, top5_acc: 0.7539, loss_cls: 2.0434, loss: 2.0434, grad_norm: 4.0548 2021-07-16 22:40:02,381 - mmaction - INFO - Epoch [182][1000/1879] lr: 1.972e-02, eta: 1 day, 9:15:21, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 2.0106, loss: 2.0106, grad_norm: 4.1246 2021-07-16 22:40:19,158 - mmaction - INFO - Epoch [182][1020/1879] lr: 1.972e-02, eta: 1 day, 9:15:00, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.0554, loss: 2.0554, grad_norm: 4.1255 2021-07-16 22:40:35,891 - mmaction - INFO - Epoch [182][1040/1879] lr: 1.972e-02, eta: 1 day, 9:14:37, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7551, loss_cls: 2.0322, loss: 2.0322, grad_norm: 4.0875 2021-07-16 22:40:52,618 - mmaction - INFO - Epoch [182][1060/1879] lr: 1.972e-02, eta: 1 day, 9:14:16, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7715, loss_cls: 1.9965, loss: 1.9965, grad_norm: 4.1024 2021-07-16 22:41:09,399 - mmaction - INFO - Epoch [182][1080/1879] lr: 1.972e-02, eta: 1 day, 9:13:54, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 2.0184, loss: 2.0184, grad_norm: 4.0017 2021-07-16 22:41:26,222 - mmaction - INFO - Epoch [182][1100/1879] lr: 1.972e-02, eta: 1 day, 9:13:33, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7711, loss_cls: 2.0151, loss: 2.0151, grad_norm: 4.1178 2021-07-16 22:41:42,956 - mmaction - INFO - Epoch [182][1120/1879] lr: 1.972e-02, eta: 1 day, 9:13:11, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7602, loss_cls: 1.9974, loss: 1.9974, grad_norm: 4.1873 2021-07-16 22:41:59,550 - mmaction - INFO - Epoch [182][1140/1879] lr: 1.972e-02, eta: 1 day, 9:12:47, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7543, loss_cls: 2.0620, loss: 2.0620, grad_norm: 4.1015 2021-07-16 22:42:16,338 - mmaction - INFO - Epoch [182][1160/1879] lr: 1.972e-02, eta: 1 day, 9:12:25, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7684, loss_cls: 2.0269, loss: 2.0269, grad_norm: 4.1542 2021-07-16 22:42:32,895 - mmaction - INFO - Epoch [182][1180/1879] lr: 1.972e-02, eta: 1 day, 9:12:01, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5332, top5_acc: 0.7664, loss_cls: 1.9810, loss: 1.9810, grad_norm: 4.0247 2021-07-16 22:42:49,685 - mmaction - INFO - Epoch [182][1200/1879] lr: 1.972e-02, eta: 1 day, 9:11:40, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7598, loss_cls: 2.0117, loss: 2.0117, grad_norm: 4.0332 2021-07-16 22:43:06,619 - mmaction - INFO - Epoch [182][1220/1879] lr: 1.972e-02, eta: 1 day, 9:11:21, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.5207, top5_acc: 0.7535, loss_cls: 2.0681, loss: 2.0681, grad_norm: 4.0664 2021-07-16 22:43:23,328 - mmaction - INFO - Epoch [182][1240/1879] lr: 1.972e-02, eta: 1 day, 9:10:58, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5223, top5_acc: 0.7516, loss_cls: 2.0873, loss: 2.0873, grad_norm: 4.0398 2021-07-16 22:43:40,098 - mmaction - INFO - Epoch [182][1260/1879] lr: 1.972e-02, eta: 1 day, 9:10:36, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5160, top5_acc: 0.7492, loss_cls: 2.0838, loss: 2.0838, grad_norm: 4.0963 2021-07-16 22:43:56,775 - mmaction - INFO - Epoch [182][1280/1879] lr: 1.972e-02, eta: 1 day, 9:10:14, time: 0.836, data_time: 0.010, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7613, loss_cls: 2.0377, loss: 2.0377, grad_norm: 4.1905 2021-07-16 22:44:13,505 - mmaction - INFO - Epoch [182][1300/1879] lr: 1.972e-02, eta: 1 day, 9:09:52, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7637, loss_cls: 2.0307, loss: 2.0307, grad_norm: 4.1533 2021-07-16 22:44:30,126 - mmaction - INFO - Epoch [182][1320/1879] lr: 1.972e-02, eta: 1 day, 9:09:29, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5059, top5_acc: 0.7391, loss_cls: 2.1358, loss: 2.1358, grad_norm: 4.1212 2021-07-16 22:44:46,900 - mmaction - INFO - Epoch [182][1340/1879] lr: 1.972e-02, eta: 1 day, 9:09:07, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.5223, top5_acc: 0.7484, loss_cls: 2.0885, loss: 2.0885, grad_norm: 4.1577 2021-07-16 22:45:03,531 - mmaction - INFO - Epoch [182][1360/1879] lr: 1.972e-02, eta: 1 day, 9:08:44, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7562, loss_cls: 2.0482, loss: 2.0482, grad_norm: 4.0144 2021-07-16 22:45:20,285 - mmaction - INFO - Epoch [182][1380/1879] lr: 1.972e-02, eta: 1 day, 9:08:23, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0724, loss: 2.0724, grad_norm: 4.1691 2021-07-16 22:45:37,058 - mmaction - INFO - Epoch [182][1400/1879] lr: 1.972e-02, eta: 1 day, 9:08:01, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0927, loss: 2.0927, grad_norm: 4.0866 2021-07-16 22:45:53,774 - mmaction - INFO - Epoch [182][1420/1879] lr: 1.972e-02, eta: 1 day, 9:07:39, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 1.9866, loss: 1.9866, grad_norm: 4.0771 2021-07-16 22:46:10,525 - mmaction - INFO - Epoch [182][1440/1879] lr: 1.972e-02, eta: 1 day, 9:07:18, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7582, loss_cls: 2.0452, loss: 2.0452, grad_norm: 4.1208 2021-07-16 22:46:27,172 - mmaction - INFO - Epoch [182][1460/1879] lr: 1.972e-02, eta: 1 day, 9:06:55, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7480, loss_cls: 2.0626, loss: 2.0626, grad_norm: 4.0409 2021-07-16 22:46:44,088 - mmaction - INFO - Epoch [182][1480/1879] lr: 1.972e-02, eta: 1 day, 9:06:35, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5148, top5_acc: 0.7426, loss_cls: 2.1466, loss: 2.1466, grad_norm: 4.0754 2021-07-16 22:47:01,148 - mmaction - INFO - Epoch [182][1500/1879] lr: 1.972e-02, eta: 1 day, 9:06:18, time: 0.855, data_time: 0.005, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7605, loss_cls: 2.0435, loss: 2.0435, grad_norm: 4.0511 2021-07-16 22:47:17,735 - mmaction - INFO - Epoch [182][1520/1879] lr: 1.972e-02, eta: 1 day, 9:05:54, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5215, top5_acc: 0.7398, loss_cls: 2.1106, loss: 2.1106, grad_norm: 4.0907 2021-07-16 22:47:34,514 - mmaction - INFO - Epoch [182][1540/1879] lr: 1.972e-02, eta: 1 day, 9:05:33, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5188, top5_acc: 0.7504, loss_cls: 2.0943, loss: 2.0943, grad_norm: 4.0843 2021-07-16 22:47:51,209 - mmaction - INFO - Epoch [182][1560/1879] lr: 1.972e-02, eta: 1 day, 9:05:11, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7578, loss_cls: 2.0179, loss: 2.0179, grad_norm: 4.0715 2021-07-16 22:48:07,987 - mmaction - INFO - Epoch [182][1580/1879] lr: 1.972e-02, eta: 1 day, 9:04:50, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7578, loss_cls: 2.0162, loss: 2.0162, grad_norm: 4.0611 2021-07-16 22:48:24,652 - mmaction - INFO - Epoch [182][1600/1879] lr: 1.972e-02, eta: 1 day, 9:04:27, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7633, loss_cls: 1.9835, loss: 1.9835, grad_norm: 4.0631 2021-07-16 22:48:41,440 - mmaction - INFO - Epoch [182][1620/1879] lr: 1.972e-02, eta: 1 day, 9:04:06, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7672, loss_cls: 1.9868, loss: 1.9868, grad_norm: 4.0987 2021-07-16 22:48:58,149 - mmaction - INFO - Epoch [182][1640/1879] lr: 1.972e-02, eta: 1 day, 9:03:44, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0566, loss: 2.0566, grad_norm: 4.0367 2021-07-16 22:49:14,807 - mmaction - INFO - Epoch [182][1660/1879] lr: 1.972e-02, eta: 1 day, 9:03:22, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5113, top5_acc: 0.7332, loss_cls: 2.1866, loss: 2.1866, grad_norm: 4.1908 2021-07-16 22:49:31,472 - mmaction - INFO - Epoch [182][1680/1879] lr: 1.972e-02, eta: 1 day, 9:03:00, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7559, loss_cls: 2.0651, loss: 2.0651, grad_norm: 4.1510 2021-07-16 22:49:48,367 - mmaction - INFO - Epoch [182][1700/1879] lr: 1.972e-02, eta: 1 day, 9:02:40, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7512, loss_cls: 2.0590, loss: 2.0590, grad_norm: 3.9755 2021-07-16 22:50:05,140 - mmaction - INFO - Epoch [182][1720/1879] lr: 1.972e-02, eta: 1 day, 9:02:19, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7641, loss_cls: 1.9639, loss: 1.9639, grad_norm: 4.0308 2021-07-16 22:50:21,761 - mmaction - INFO - Epoch [182][1740/1879] lr: 1.972e-02, eta: 1 day, 9:01:56, time: 0.833, data_time: 0.008, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7672, loss_cls: 2.0090, loss: 2.0090, grad_norm: 3.9967 2021-07-16 22:50:38,443 - mmaction - INFO - Epoch [182][1760/1879] lr: 1.972e-02, eta: 1 day, 9:01:34, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5129, top5_acc: 0.7418, loss_cls: 2.0905, loss: 2.0905, grad_norm: 4.2060 2021-07-16 22:50:55,127 - mmaction - INFO - Epoch [182][1780/1879] lr: 1.972e-02, eta: 1 day, 9:01:12, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7582, loss_cls: 2.0565, loss: 2.0565, grad_norm: 4.2150 2021-07-16 22:51:11,915 - mmaction - INFO - Epoch [182][1800/1879] lr: 1.972e-02, eta: 1 day, 9:00:51, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7363, loss_cls: 2.1400, loss: 2.1400, grad_norm: 4.1741 2021-07-16 22:51:28,554 - mmaction - INFO - Epoch [182][1820/1879] lr: 1.972e-02, eta: 1 day, 9:00:28, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5281, top5_acc: 0.7527, loss_cls: 2.0716, loss: 2.0716, grad_norm: 4.0964 2021-07-16 22:51:45,406 - mmaction - INFO - Epoch [182][1840/1879] lr: 1.972e-02, eta: 1 day, 9:00:08, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7473, loss_cls: 2.0790, loss: 2.0790, grad_norm: 4.0516 2021-07-16 22:52:02,120 - mmaction - INFO - Epoch [182][1860/1879] lr: 1.972e-02, eta: 1 day, 8:59:47, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7516, loss_cls: 2.0529, loss: 2.0529, grad_norm: 4.0781 2021-07-16 22:52:29,373 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 22:52:29,387 - mmaction - INFO - 106 BN found 2021-07-16 22:57:19,429 - mmaction - INFO - BN stats updated 2021-07-16 22:58:50,995 - mmaction - INFO - Epoch [183][20/1879] lr: 1.924e-02, eta: 1 day, 9:10:45, time: 4.476, data_time: 3.597, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7695, loss_cls: 1.9954, loss: 1.9954, grad_norm: 4.1423 2021-07-16 22:59:07,243 - mmaction - INFO - Epoch [183][40/1879] lr: 1.924e-02, eta: 1 day, 9:10:17, time: 0.814, data_time: 0.006, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7633, loss_cls: 1.9406, loss: 1.9406, grad_norm: 4.0948 2021-07-16 22:59:23,526 - mmaction - INFO - Epoch [183][60/1879] lr: 1.924e-02, eta: 1 day, 9:09:48, time: 0.812, data_time: 0.001, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7625, loss_cls: 2.0139, loss: 2.0139, grad_norm: 4.1657 2021-07-16 22:59:39,933 - mmaction - INFO - Epoch [183][80/1879] lr: 1.924e-02, eta: 1 day, 9:09:21, time: 0.818, data_time: 0.005, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7645, loss_cls: 1.9711, loss: 1.9711, grad_norm: 4.0416 2021-07-16 22:59:56,254 - mmaction - INFO - Epoch [183][100/1879] lr: 1.924e-02, eta: 1 day, 9:08:54, time: 0.819, data_time: 0.005, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7617, loss_cls: 1.9797, loss: 1.9797, grad_norm: 3.9668 2021-07-16 23:00:13,070 - mmaction - INFO - Epoch [183][120/1879] lr: 1.924e-02, eta: 1 day, 9:08:32, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7676, loss_cls: 1.9681, loss: 1.9681, grad_norm: 4.0588 2021-07-16 23:00:29,470 - mmaction - INFO - Epoch [183][140/1879] lr: 1.924e-02, eta: 1 day, 9:08:06, time: 0.821, data_time: 0.004, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7590, loss_cls: 2.0119, loss: 2.0119, grad_norm: 4.0869 2021-07-16 23:00:46,026 - mmaction - INFO - Epoch [183][160/1879] lr: 1.924e-02, eta: 1 day, 9:07:41, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7668, loss_cls: 1.9669, loss: 1.9669, grad_norm: 4.0521 2021-07-16 23:01:02,765 - mmaction - INFO - Epoch [183][180/1879] lr: 1.924e-02, eta: 1 day, 9:07:19, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7539, loss_cls: 2.0178, loss: 2.0178, grad_norm: 4.0730 2021-07-16 23:01:19,432 - mmaction - INFO - Epoch [183][200/1879] lr: 1.924e-02, eta: 1 day, 9:06:56, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5254, top5_acc: 0.7531, loss_cls: 2.0783, loss: 2.0783, grad_norm: 4.1372 2021-07-16 23:01:36,300 - mmaction - INFO - Epoch [183][220/1879] lr: 1.924e-02, eta: 1 day, 9:06:35, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7660, loss_cls: 1.9784, loss: 1.9784, grad_norm: 4.0620 2021-07-16 23:01:53,167 - mmaction - INFO - Epoch [183][240/1879] lr: 1.924e-02, eta: 1 day, 9:06:14, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7738, loss_cls: 1.9224, loss: 1.9224, grad_norm: 4.0099 2021-07-16 23:02:09,910 - mmaction - INFO - Epoch [183][260/1879] lr: 1.924e-02, eta: 1 day, 9:05:51, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.9464, loss: 1.9464, grad_norm: 4.1426 2021-07-16 23:02:26,745 - mmaction - INFO - Epoch [183][280/1879] lr: 1.924e-02, eta: 1 day, 9:05:30, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5215, top5_acc: 0.7457, loss_cls: 2.0995, loss: 2.0995, grad_norm: 4.2033 2021-07-16 23:02:43,649 - mmaction - INFO - Epoch [183][300/1879] lr: 1.924e-02, eta: 1 day, 9:05:10, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5270, top5_acc: 0.7527, loss_cls: 2.0706, loss: 2.0706, grad_norm: 4.1945 2021-07-16 23:03:00,287 - mmaction - INFO - Epoch [183][320/1879] lr: 1.924e-02, eta: 1 day, 9:04:47, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7488, loss_cls: 2.0558, loss: 2.0558, grad_norm: 4.1501 2021-07-16 23:03:17,180 - mmaction - INFO - Epoch [183][340/1879] lr: 1.924e-02, eta: 1 day, 9:04:26, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5219, top5_acc: 0.7488, loss_cls: 2.1053, loss: 2.1053, grad_norm: 4.1020 2021-07-16 23:03:33,846 - mmaction - INFO - Epoch [183][360/1879] lr: 1.924e-02, eta: 1 day, 9:04:03, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 2.0265, loss: 2.0265, grad_norm: 4.0944 2021-07-16 23:03:50,491 - mmaction - INFO - Epoch [183][380/1879] lr: 1.924e-02, eta: 1 day, 9:03:39, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7551, loss_cls: 2.0411, loss: 2.0411, grad_norm: 4.0838 2021-07-16 23:04:07,286 - mmaction - INFO - Epoch [183][400/1879] lr: 1.924e-02, eta: 1 day, 9:03:18, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7668, loss_cls: 1.9985, loss: 1.9985, grad_norm: 4.0780 2021-07-16 23:04:23,889 - mmaction - INFO - Epoch [183][420/1879] lr: 1.924e-02, eta: 1 day, 9:02:54, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5305, top5_acc: 0.7562, loss_cls: 2.0257, loss: 2.0257, grad_norm: 4.0627 2021-07-16 23:04:40,679 - mmaction - INFO - Epoch [183][440/1879] lr: 1.924e-02, eta: 1 day, 9:02:32, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7676, loss_cls: 1.9947, loss: 1.9947, grad_norm: 4.1366 2021-07-16 23:04:57,336 - mmaction - INFO - Epoch [183][460/1879] lr: 1.924e-02, eta: 1 day, 9:02:09, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7676, loss_cls: 2.0076, loss: 2.0076, grad_norm: 4.0910 2021-07-16 23:05:13,954 - mmaction - INFO - Epoch [183][480/1879] lr: 1.924e-02, eta: 1 day, 9:01:46, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7578, loss_cls: 2.0334, loss: 2.0334, grad_norm: 4.0110 2021-07-16 23:05:30,717 - mmaction - INFO - Epoch [183][500/1879] lr: 1.924e-02, eta: 1 day, 9:01:24, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7746, loss_cls: 1.9686, loss: 1.9686, grad_norm: 4.0148 2021-07-16 23:05:47,465 - mmaction - INFO - Epoch [183][520/1879] lr: 1.924e-02, eta: 1 day, 9:01:02, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7586, loss_cls: 2.0141, loss: 2.0141, grad_norm: 4.0577 2021-07-16 23:06:04,123 - mmaction - INFO - Epoch [183][540/1879] lr: 1.924e-02, eta: 1 day, 9:00:38, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9625, loss: 1.9625, grad_norm: 4.0273 2021-07-16 23:06:20,924 - mmaction - INFO - Epoch [183][560/1879] lr: 1.924e-02, eta: 1 day, 9:00:17, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5273, top5_acc: 0.7504, loss_cls: 2.0607, loss: 2.0607, grad_norm: 4.0836 2021-07-16 23:06:37,621 - mmaction - INFO - Epoch [183][580/1879] lr: 1.924e-02, eta: 1 day, 8:59:55, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7641, loss_cls: 1.9694, loss: 1.9694, grad_norm: 4.0179 2021-07-16 23:06:54,314 - mmaction - INFO - Epoch [183][600/1879] lr: 1.924e-02, eta: 1 day, 8:59:32, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7785, loss_cls: 1.9527, loss: 1.9527, grad_norm: 4.0778 2021-07-16 23:07:10,993 - mmaction - INFO - Epoch [183][620/1879] lr: 1.924e-02, eta: 1 day, 8:59:09, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 2.0172, loss: 2.0172, grad_norm: 4.1002 2021-07-16 23:07:27,645 - mmaction - INFO - Epoch [183][640/1879] lr: 1.924e-02, eta: 1 day, 8:58:46, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7551, loss_cls: 2.0307, loss: 2.0307, grad_norm: 4.1364 2021-07-16 23:07:44,367 - mmaction - INFO - Epoch [183][660/1879] lr: 1.924e-02, eta: 1 day, 8:58:24, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7555, loss_cls: 2.0312, loss: 2.0312, grad_norm: 4.1051 2021-07-16 23:08:01,099 - mmaction - INFO - Epoch [183][680/1879] lr: 1.924e-02, eta: 1 day, 8:58:02, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7539, loss_cls: 2.0469, loss: 2.0469, grad_norm: 4.0682 2021-07-16 23:08:17,873 - mmaction - INFO - Epoch [183][700/1879] lr: 1.924e-02, eta: 1 day, 8:57:40, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7602, loss_cls: 2.0405, loss: 2.0405, grad_norm: 4.1327 2021-07-16 23:08:34,689 - mmaction - INFO - Epoch [183][720/1879] lr: 1.924e-02, eta: 1 day, 8:57:19, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7531, loss_cls: 2.0499, loss: 2.0499, grad_norm: 4.1419 2021-07-16 23:08:51,536 - mmaction - INFO - Epoch [183][740/1879] lr: 1.924e-02, eta: 1 day, 8:56:59, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 1.9925, loss: 1.9925, grad_norm: 4.0815 2021-07-16 23:09:08,282 - mmaction - INFO - Epoch [183][760/1879] lr: 1.924e-02, eta: 1 day, 8:56:37, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7660, loss_cls: 2.0148, loss: 2.0148, grad_norm: 4.1189 2021-07-16 23:09:25,017 - mmaction - INFO - Epoch [183][780/1879] lr: 1.924e-02, eta: 1 day, 8:56:15, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5277, top5_acc: 0.7477, loss_cls: 2.0614, loss: 2.0614, grad_norm: 4.1376 2021-07-16 23:09:41,775 - mmaction - INFO - Epoch [183][800/1879] lr: 1.924e-02, eta: 1 day, 8:55:53, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7715, loss_cls: 1.9476, loss: 1.9476, grad_norm: 4.0894 2021-07-16 23:09:58,567 - mmaction - INFO - Epoch [183][820/1879] lr: 1.924e-02, eta: 1 day, 8:55:32, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7707, loss_cls: 1.9777, loss: 1.9777, grad_norm: 4.1246 2021-07-16 23:10:15,306 - mmaction - INFO - Epoch [183][840/1879] lr: 1.924e-02, eta: 1 day, 8:55:10, time: 0.839, data_time: 0.009, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0989, loss: 2.0989, grad_norm: 4.1982 2021-07-16 23:10:32,058 - mmaction - INFO - Epoch [183][860/1879] lr: 1.924e-02, eta: 1 day, 8:54:48, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7531, loss_cls: 2.0664, loss: 2.0664, grad_norm: 4.0822 2021-07-16 23:10:48,748 - mmaction - INFO - Epoch [183][880/1879] lr: 1.924e-02, eta: 1 day, 8:54:26, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7660, loss_cls: 2.0039, loss: 2.0039, grad_norm: 4.0730 2021-07-16 23:11:05,593 - mmaction - INFO - Epoch [183][900/1879] lr: 1.924e-02, eta: 1 day, 8:54:06, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7594, loss_cls: 2.0322, loss: 2.0322, grad_norm: 4.0978 2021-07-16 23:11:22,393 - mmaction - INFO - Epoch [183][920/1879] lr: 1.924e-02, eta: 1 day, 8:53:45, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7672, loss_cls: 2.0009, loss: 2.0009, grad_norm: 4.0959 2021-07-16 23:11:39,165 - mmaction - INFO - Epoch [183][940/1879] lr: 1.924e-02, eta: 1 day, 8:53:23, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7684, loss_cls: 1.9802, loss: 1.9802, grad_norm: 4.0261 2021-07-16 23:11:55,762 - mmaction - INFO - Epoch [183][960/1879] lr: 1.924e-02, eta: 1 day, 8:53:00, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7523, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.9980 2021-07-16 23:12:12,466 - mmaction - INFO - Epoch [183][980/1879] lr: 1.924e-02, eta: 1 day, 8:52:38, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5281, top5_acc: 0.7559, loss_cls: 2.0393, loss: 2.0393, grad_norm: 4.0667 2021-07-16 23:12:29,261 - mmaction - INFO - Epoch [183][1000/1879] lr: 1.924e-02, eta: 1 day, 8:52:17, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7551, loss_cls: 2.0272, loss: 2.0272, grad_norm: 4.1302 2021-07-16 23:12:45,926 - mmaction - INFO - Epoch [183][1020/1879] lr: 1.924e-02, eta: 1 day, 8:51:53, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7688, loss_cls: 1.9885, loss: 1.9885, grad_norm: 4.0753 2021-07-16 23:13:02,520 - mmaction - INFO - Epoch [183][1040/1879] lr: 1.924e-02, eta: 1 day, 8:51:31, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7520, loss_cls: 2.0407, loss: 2.0407, grad_norm: 4.0882 2021-07-16 23:13:19,221 - mmaction - INFO - Epoch [183][1060/1879] lr: 1.924e-02, eta: 1 day, 8:51:09, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7605, loss_cls: 2.0175, loss: 2.0175, grad_norm: 4.0506 2021-07-16 23:13:36,005 - mmaction - INFO - Epoch [183][1080/1879] lr: 1.924e-02, eta: 1 day, 8:50:48, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7629, loss_cls: 2.0016, loss: 2.0016, grad_norm: 4.0695 2021-07-16 23:13:52,761 - mmaction - INFO - Epoch [183][1100/1879] lr: 1.924e-02, eta: 1 day, 8:50:26, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7566, loss_cls: 2.0473, loss: 2.0473, grad_norm: 4.0506 2021-07-16 23:14:09,724 - mmaction - INFO - Epoch [183][1120/1879] lr: 1.924e-02, eta: 1 day, 8:50:07, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7547, loss_cls: 2.0606, loss: 2.0606, grad_norm: 4.1393 2021-07-16 23:14:26,328 - mmaction - INFO - Epoch [183][1140/1879] lr: 1.924e-02, eta: 1 day, 8:49:44, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7578, loss_cls: 2.0105, loss: 2.0105, grad_norm: 4.1403 2021-07-16 23:14:43,000 - mmaction - INFO - Epoch [183][1160/1879] lr: 1.924e-02, eta: 1 day, 8:49:22, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7559, loss_cls: 2.0063, loss: 2.0063, grad_norm: 4.1498 2021-07-16 23:14:59,819 - mmaction - INFO - Epoch [183][1180/1879] lr: 1.924e-02, eta: 1 day, 8:49:01, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7645, loss_cls: 2.0069, loss: 2.0069, grad_norm: 4.1260 2021-07-16 23:15:16,617 - mmaction - INFO - Epoch [183][1200/1879] lr: 1.924e-02, eta: 1 day, 8:48:40, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7629, loss_cls: 2.0145, loss: 2.0145, grad_norm: 4.1719 2021-07-16 23:15:33,405 - mmaction - INFO - Epoch [183][1220/1879] lr: 1.924e-02, eta: 1 day, 8:48:19, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0718, loss: 2.0718, grad_norm: 4.2435 2021-07-16 23:15:50,237 - mmaction - INFO - Epoch [183][1240/1879] lr: 1.924e-02, eta: 1 day, 8:47:58, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7664, loss_cls: 2.0165, loss: 2.0165, grad_norm: 4.0948 2021-07-16 23:16:06,998 - mmaction - INFO - Epoch [183][1260/1879] lr: 1.924e-02, eta: 1 day, 8:47:37, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7527, loss_cls: 2.0362, loss: 2.0362, grad_norm: 4.0441 2021-07-16 23:16:23,803 - mmaction - INFO - Epoch [183][1280/1879] lr: 1.924e-02, eta: 1 day, 8:47:16, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5207, top5_acc: 0.7457, loss_cls: 2.0723, loss: 2.0723, grad_norm: 4.1637 2021-07-16 23:16:40,624 - mmaction - INFO - Epoch [183][1300/1879] lr: 1.924e-02, eta: 1 day, 8:46:55, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 2.0418, loss: 2.0418, grad_norm: 4.1380 2021-07-16 23:16:57,377 - mmaction - INFO - Epoch [183][1320/1879] lr: 1.924e-02, eta: 1 day, 8:46:35, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7531, loss_cls: 2.0788, loss: 2.0788, grad_norm: 4.1119 2021-07-16 23:17:14,209 - mmaction - INFO - Epoch [183][1340/1879] lr: 1.924e-02, eta: 1 day, 8:46:14, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7539, loss_cls: 2.0319, loss: 2.0319, grad_norm: 4.0983 2021-07-16 23:17:31,072 - mmaction - INFO - Epoch [183][1360/1879] lr: 1.924e-02, eta: 1 day, 8:45:53, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7582, loss_cls: 2.0493, loss: 2.0493, grad_norm: 4.0398 2021-07-16 23:17:47,948 - mmaction - INFO - Epoch [183][1380/1879] lr: 1.924e-02, eta: 1 day, 8:45:34, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7570, loss_cls: 2.0797, loss: 2.0797, grad_norm: 4.1338 2021-07-16 23:18:04,664 - mmaction - INFO - Epoch [183][1400/1879] lr: 1.924e-02, eta: 1 day, 8:45:12, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7527, loss_cls: 2.0609, loss: 2.0609, grad_norm: 4.0976 2021-07-16 23:18:21,369 - mmaction - INFO - Epoch [183][1420/1879] lr: 1.924e-02, eta: 1 day, 8:44:51, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7754, loss_cls: 1.9492, loss: 1.9492, grad_norm: 4.0837 2021-07-16 23:18:38,184 - mmaction - INFO - Epoch [183][1440/1879] lr: 1.924e-02, eta: 1 day, 8:44:30, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7562, loss_cls: 1.9879, loss: 1.9879, grad_norm: 4.0628 2021-07-16 23:18:54,865 - mmaction - INFO - Epoch [183][1460/1879] lr: 1.924e-02, eta: 1 day, 8:44:08, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7691, loss_cls: 1.9600, loss: 1.9600, grad_norm: 4.1583 2021-07-16 23:19:11,577 - mmaction - INFO - Epoch [183][1480/1879] lr: 1.924e-02, eta: 1 day, 8:43:46, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7441, loss_cls: 2.0572, loss: 2.0572, grad_norm: 4.1109 2021-07-16 23:19:28,149 - mmaction - INFO - Epoch [183][1500/1879] lr: 1.924e-02, eta: 1 day, 8:43:23, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7633, loss_cls: 2.0291, loss: 2.0291, grad_norm: 4.1165 2021-07-16 23:19:44,971 - mmaction - INFO - Epoch [183][1520/1879] lr: 1.924e-02, eta: 1 day, 8:43:03, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7512, loss_cls: 2.0665, loss: 2.0665, grad_norm: 4.2070 2021-07-16 23:20:01,630 - mmaction - INFO - Epoch [183][1540/1879] lr: 1.924e-02, eta: 1 day, 8:42:40, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7648, loss_cls: 2.0237, loss: 2.0237, grad_norm: 4.0321 2021-07-16 23:20:18,348 - mmaction - INFO - Epoch [183][1560/1879] lr: 1.924e-02, eta: 1 day, 8:42:19, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7566, loss_cls: 2.0252, loss: 2.0252, grad_norm: 4.1801 2021-07-16 23:20:35,064 - mmaction - INFO - Epoch [183][1580/1879] lr: 1.924e-02, eta: 1 day, 8:41:58, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7574, loss_cls: 1.9913, loss: 1.9913, grad_norm: 3.9649 2021-07-16 23:20:51,812 - mmaction - INFO - Epoch [183][1600/1879] lr: 1.924e-02, eta: 1 day, 8:41:36, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7617, loss_cls: 2.0566, loss: 2.0566, grad_norm: 4.1147 2021-07-16 23:21:08,296 - mmaction - INFO - Epoch [183][1620/1879] lr: 1.924e-02, eta: 1 day, 8:41:12, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7617, loss_cls: 2.0327, loss: 2.0327, grad_norm: 4.0786 2021-07-16 23:21:25,196 - mmaction - INFO - Epoch [183][1640/1879] lr: 1.924e-02, eta: 1 day, 8:40:52, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7652, loss_cls: 2.0339, loss: 2.0339, grad_norm: 4.0628 2021-07-16 23:21:41,833 - mmaction - INFO - Epoch [183][1660/1879] lr: 1.924e-02, eta: 1 day, 8:40:30, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0621, loss: 2.0621, grad_norm: 4.1522 2021-07-16 23:21:58,610 - mmaction - INFO - Epoch [183][1680/1879] lr: 1.924e-02, eta: 1 day, 8:40:10, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7590, loss_cls: 2.0051, loss: 2.0051, grad_norm: 3.8919 2021-07-16 23:22:15,483 - mmaction - INFO - Epoch [183][1700/1879] lr: 1.924e-02, eta: 1 day, 8:39:50, time: 0.844, data_time: 0.008, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 1.9814, loss: 1.9814, grad_norm: 4.0668 2021-07-16 23:22:32,177 - mmaction - INFO - Epoch [183][1720/1879] lr: 1.924e-02, eta: 1 day, 8:39:28, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7574, loss_cls: 1.9993, loss: 1.9993, grad_norm: 4.0314 2021-07-16 23:22:48,981 - mmaction - INFO - Epoch [183][1740/1879] lr: 1.924e-02, eta: 1 day, 8:39:08, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7605, loss_cls: 2.0254, loss: 2.0254, grad_norm: 4.1853 2021-07-16 23:23:05,646 - mmaction - INFO - Epoch [183][1760/1879] lr: 1.924e-02, eta: 1 day, 8:38:46, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7637, loss_cls: 2.0191, loss: 2.0191, grad_norm: 4.1210 2021-07-16 23:23:22,408 - mmaction - INFO - Epoch [183][1780/1879] lr: 1.924e-02, eta: 1 day, 8:38:25, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7504, loss_cls: 2.0824, loss: 2.0824, grad_norm: 4.1454 2021-07-16 23:23:39,102 - mmaction - INFO - Epoch [183][1800/1879] lr: 1.924e-02, eta: 1 day, 8:38:03, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7484, loss_cls: 2.0565, loss: 2.0565, grad_norm: 4.1054 2021-07-16 23:23:55,778 - mmaction - INFO - Epoch [183][1820/1879] lr: 1.924e-02, eta: 1 day, 8:37:41, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7598, loss_cls: 2.0100, loss: 2.0100, grad_norm: 4.0750 2021-07-16 23:24:12,560 - mmaction - INFO - Epoch [183][1840/1879] lr: 1.924e-02, eta: 1 day, 8:37:21, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.0559, loss: 2.0559, grad_norm: 4.1242 2021-07-16 23:24:29,352 - mmaction - INFO - Epoch [183][1860/1879] lr: 1.924e-02, eta: 1 day, 8:37:00, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7621, loss_cls: 1.9933, loss: 1.9933, grad_norm: 4.1420 2021-07-16 23:24:54,081 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 23:24:54,084 - mmaction - INFO - 106 BN found 2021-07-16 23:29:40,534 - mmaction - INFO - BN stats updated 2021-07-16 23:31:25,753 - mmaction - INFO - Epoch [184][20/1879] lr: 1.876e-02, eta: 1 day, 8:48:34, time: 5.159, data_time: 4.241, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7633, loss_cls: 2.0092, loss: 2.0092, grad_norm: 4.1185 2021-07-16 23:31:41,885 - mmaction - INFO - Epoch [184][40/1879] lr: 1.876e-02, eta: 1 day, 8:48:05, time: 0.806, data_time: 0.006, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7816, loss_cls: 1.9412, loss: 1.9412, grad_norm: 3.9866 2021-07-16 23:31:58,063 - mmaction - INFO - Epoch [184][60/1879] lr: 1.876e-02, eta: 1 day, 8:47:37, time: 0.808, data_time: 0.002, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0178, loss: 2.0178, grad_norm: 4.0934 2021-07-16 23:32:14,345 - mmaction - INFO - Epoch [184][80/1879] lr: 1.876e-02, eta: 1 day, 8:47:10, time: 0.815, data_time: 0.007, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7707, loss_cls: 1.9068, loss: 1.9068, grad_norm: 3.9628 2021-07-16 23:32:30,889 - mmaction - INFO - Epoch [184][100/1879] lr: 1.876e-02, eta: 1 day, 8:46:46, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7680, loss_cls: 1.9473, loss: 1.9473, grad_norm: 4.0385 2021-07-16 23:32:47,612 - mmaction - INFO - Epoch [184][120/1879] lr: 1.876e-02, eta: 1 day, 8:46:23, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7707, loss_cls: 1.9453, loss: 1.9453, grad_norm: 4.1025 2021-07-16 23:33:04,178 - mmaction - INFO - Epoch [184][140/1879] lr: 1.876e-02, eta: 1 day, 8:46:00, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7793, loss_cls: 1.9610, loss: 1.9610, grad_norm: 4.1557 2021-07-16 23:33:20,897 - mmaction - INFO - Epoch [184][160/1879] lr: 1.876e-02, eta: 1 day, 8:45:37, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7582, loss_cls: 2.0467, loss: 2.0467, grad_norm: 4.1421 2021-07-16 23:33:37,575 - mmaction - INFO - Epoch [184][180/1879] lr: 1.876e-02, eta: 1 day, 8:45:14, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7691, loss_cls: 1.9452, loss: 1.9452, grad_norm: 4.0752 2021-07-16 23:33:54,721 - mmaction - INFO - Epoch [184][200/1879] lr: 1.876e-02, eta: 1 day, 8:44:56, time: 0.855, data_time: 0.004, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7594, loss_cls: 2.0182, loss: 2.0182, grad_norm: 4.2085 2021-07-16 23:34:11,292 - mmaction - INFO - Epoch [184][220/1879] lr: 1.876e-02, eta: 1 day, 8:44:33, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7848, loss_cls: 1.8949, loss: 1.8949, grad_norm: 4.0471 2021-07-16 23:34:28,080 - mmaction - INFO - Epoch [184][240/1879] lr: 1.876e-02, eta: 1 day, 8:44:11, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7609, loss_cls: 1.9723, loss: 1.9723, grad_norm: 4.0450 2021-07-16 23:34:44,904 - mmaction - INFO - Epoch [184][260/1879] lr: 1.876e-02, eta: 1 day, 8:43:49, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7746, loss_cls: 1.9637, loss: 1.9637, grad_norm: 4.0543 2021-07-16 23:35:01,715 - mmaction - INFO - Epoch [184][280/1879] lr: 1.876e-02, eta: 1 day, 8:43:28, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7594, loss_cls: 1.9813, loss: 1.9813, grad_norm: 4.0599 2021-07-16 23:35:18,542 - mmaction - INFO - Epoch [184][300/1879] lr: 1.876e-02, eta: 1 day, 8:43:07, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7555, loss_cls: 2.0196, loss: 2.0196, grad_norm: 3.9853 2021-07-16 23:35:35,379 - mmaction - INFO - Epoch [184][320/1879] lr: 1.876e-02, eta: 1 day, 8:42:46, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7543, loss_cls: 2.0498, loss: 2.0498, grad_norm: 4.1433 2021-07-16 23:35:52,195 - mmaction - INFO - Epoch [184][340/1879] lr: 1.876e-02, eta: 1 day, 8:42:25, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9445, loss: 1.9445, grad_norm: 4.0671 2021-07-16 23:36:08,977 - mmaction - INFO - Epoch [184][360/1879] lr: 1.876e-02, eta: 1 day, 8:42:03, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.5332, top5_acc: 0.7535, loss_cls: 2.0222, loss: 2.0222, grad_norm: 4.1116 2021-07-16 23:36:25,612 - mmaction - INFO - Epoch [184][380/1879] lr: 1.876e-02, eta: 1 day, 8:41:41, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7598, loss_cls: 1.9947, loss: 1.9947, grad_norm: 4.0529 2021-07-16 23:36:42,468 - mmaction - INFO - Epoch [184][400/1879] lr: 1.876e-02, eta: 1 day, 8:41:19, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7559, loss_cls: 1.9814, loss: 1.9814, grad_norm: 4.0857 2021-07-16 23:36:59,199 - mmaction - INFO - Epoch [184][420/1879] lr: 1.876e-02, eta: 1 day, 8:40:58, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7645, loss_cls: 1.9697, loss: 1.9697, grad_norm: 4.0057 2021-07-16 23:37:15,996 - mmaction - INFO - Epoch [184][440/1879] lr: 1.876e-02, eta: 1 day, 8:40:36, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7527, loss_cls: 2.0451, loss: 2.0451, grad_norm: 4.1963 2021-07-16 23:37:32,789 - mmaction - INFO - Epoch [184][460/1879] lr: 1.876e-02, eta: 1 day, 8:40:15, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7758, loss_cls: 1.9426, loss: 1.9426, grad_norm: 4.0142 2021-07-16 23:37:49,665 - mmaction - INFO - Epoch [184][480/1879] lr: 1.876e-02, eta: 1 day, 8:39:54, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5277, top5_acc: 0.7590, loss_cls: 2.0284, loss: 2.0284, grad_norm: 4.1328 2021-07-16 23:38:06,483 - mmaction - INFO - Epoch [184][500/1879] lr: 1.876e-02, eta: 1 day, 8:39:33, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7703, loss_cls: 1.9770, loss: 1.9770, grad_norm: 4.0756 2021-07-16 23:38:23,219 - mmaction - INFO - Epoch [184][520/1879] lr: 1.876e-02, eta: 1 day, 8:39:11, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 1.9904, loss: 1.9904, grad_norm: 4.1305 2021-07-16 23:38:40,011 - mmaction - INFO - Epoch [184][540/1879] lr: 1.876e-02, eta: 1 day, 8:38:50, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7535, loss_cls: 2.0425, loss: 2.0425, grad_norm: 4.1714 2021-07-16 23:38:56,824 - mmaction - INFO - Epoch [184][560/1879] lr: 1.876e-02, eta: 1 day, 8:38:29, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9856, loss: 1.9856, grad_norm: 4.1453 2021-07-16 23:39:13,535 - mmaction - INFO - Epoch [184][580/1879] lr: 1.876e-02, eta: 1 day, 8:38:07, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7770, loss_cls: 1.9943, loss: 1.9943, grad_norm: 4.0954 2021-07-16 23:39:30,219 - mmaction - INFO - Epoch [184][600/1879] lr: 1.876e-02, eta: 1 day, 8:37:44, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7605, loss_cls: 1.9918, loss: 1.9918, grad_norm: 3.9987 2021-07-16 23:39:47,001 - mmaction - INFO - Epoch [184][620/1879] lr: 1.876e-02, eta: 1 day, 8:37:23, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7574, loss_cls: 2.0358, loss: 2.0358, grad_norm: 4.1341 2021-07-16 23:40:03,749 - mmaction - INFO - Epoch [184][640/1879] lr: 1.876e-02, eta: 1 day, 8:37:01, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7547, loss_cls: 2.0493, loss: 2.0493, grad_norm: 4.2128 2021-07-16 23:40:20,519 - mmaction - INFO - Epoch [184][660/1879] lr: 1.876e-02, eta: 1 day, 8:36:40, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.1124, loss: 2.1124, grad_norm: 4.1770 2021-07-16 23:40:37,369 - mmaction - INFO - Epoch [184][680/1879] lr: 1.876e-02, eta: 1 day, 8:36:19, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7551, loss_cls: 2.1054, loss: 2.1054, grad_norm: 4.1277 2021-07-16 23:40:54,048 - mmaction - INFO - Epoch [184][700/1879] lr: 1.876e-02, eta: 1 day, 8:35:57, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7629, loss_cls: 2.0145, loss: 2.0145, grad_norm: 4.1240 2021-07-16 23:41:10,831 - mmaction - INFO - Epoch [184][720/1879] lr: 1.876e-02, eta: 1 day, 8:35:36, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5262, top5_acc: 0.7680, loss_cls: 1.9967, loss: 1.9967, grad_norm: 4.1592 2021-07-16 23:41:27,486 - mmaction - INFO - Epoch [184][740/1879] lr: 1.876e-02, eta: 1 day, 8:35:13, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 2.0460, loss: 2.0460, grad_norm: 4.1759 2021-07-16 23:41:44,215 - mmaction - INFO - Epoch [184][760/1879] lr: 1.876e-02, eta: 1 day, 8:34:51, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7586, loss_cls: 2.0185, loss: 2.0185, grad_norm: 3.9670 2021-07-16 23:42:00,767 - mmaction - INFO - Epoch [184][780/1879] lr: 1.876e-02, eta: 1 day, 8:34:28, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7699, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.0596 2021-07-16 23:42:17,601 - mmaction - INFO - Epoch [184][800/1879] lr: 1.876e-02, eta: 1 day, 8:34:07, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7566, loss_cls: 2.0205, loss: 2.0205, grad_norm: 4.0390 2021-07-16 23:42:34,458 - mmaction - INFO - Epoch [184][820/1879] lr: 1.876e-02, eta: 1 day, 8:33:46, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7621, loss_cls: 2.0052, loss: 2.0052, grad_norm: 4.1107 2021-07-16 23:42:51,296 - mmaction - INFO - Epoch [184][840/1879] lr: 1.876e-02, eta: 1 day, 8:33:26, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7637, loss_cls: 2.0213, loss: 2.0213, grad_norm: 4.0923 2021-07-16 23:43:08,099 - mmaction - INFO - Epoch [184][860/1879] lr: 1.876e-02, eta: 1 day, 8:33:05, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7645, loss_cls: 1.9801, loss: 1.9801, grad_norm: 4.0570 2021-07-16 23:43:24,865 - mmaction - INFO - Epoch [184][880/1879] lr: 1.876e-02, eta: 1 day, 8:32:43, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7605, loss_cls: 1.9943, loss: 1.9943, grad_norm: 4.0377 2021-07-16 23:43:41,573 - mmaction - INFO - Epoch [184][900/1879] lr: 1.876e-02, eta: 1 day, 8:32:21, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 1.9958, loss: 1.9958, grad_norm: 4.0918 2021-07-16 23:43:58,280 - mmaction - INFO - Epoch [184][920/1879] lr: 1.876e-02, eta: 1 day, 8:32:00, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7676, loss_cls: 2.0010, loss: 2.0010, grad_norm: 4.1006 2021-07-16 23:44:14,891 - mmaction - INFO - Epoch [184][940/1879] lr: 1.876e-02, eta: 1 day, 8:31:37, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7715, loss_cls: 1.9369, loss: 1.9369, grad_norm: 4.1141 2021-07-16 23:44:31,592 - mmaction - INFO - Epoch [184][960/1879] lr: 1.876e-02, eta: 1 day, 8:31:15, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7617, loss_cls: 1.9841, loss: 1.9841, grad_norm: 4.1110 2021-07-16 23:44:48,374 - mmaction - INFO - Epoch [184][980/1879] lr: 1.876e-02, eta: 1 day, 8:30:54, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7633, loss_cls: 2.0286, loss: 2.0286, grad_norm: 4.2068 2021-07-16 23:45:05,180 - mmaction - INFO - Epoch [184][1000/1879] lr: 1.876e-02, eta: 1 day, 8:30:33, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7676, loss_cls: 1.9535, loss: 1.9535, grad_norm: 4.0867 2021-07-16 23:45:21,891 - mmaction - INFO - Epoch [184][1020/1879] lr: 1.876e-02, eta: 1 day, 8:30:11, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7641, loss_cls: 1.9974, loss: 1.9974, grad_norm: 4.2098 2021-07-16 23:45:38,698 - mmaction - INFO - Epoch [184][1040/1879] lr: 1.876e-02, eta: 1 day, 8:29:50, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7629, loss_cls: 2.0016, loss: 2.0016, grad_norm: 4.0279 2021-07-16 23:45:55,590 - mmaction - INFO - Epoch [184][1060/1879] lr: 1.876e-02, eta: 1 day, 8:29:30, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 2.0267, loss: 2.0267, grad_norm: 4.1506 2021-07-16 23:46:12,326 - mmaction - INFO - Epoch [184][1080/1879] lr: 1.876e-02, eta: 1 day, 8:29:08, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 2.0259, loss: 2.0259, grad_norm: 4.2440 2021-07-16 23:46:29,245 - mmaction - INFO - Epoch [184][1100/1879] lr: 1.876e-02, eta: 1 day, 8:28:49, time: 0.848, data_time: 0.003, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7582, loss_cls: 2.0216, loss: 2.0216, grad_norm: 4.1025 2021-07-16 23:46:46,055 - mmaction - INFO - Epoch [184][1120/1879] lr: 1.876e-02, eta: 1 day, 8:28:28, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7668, loss_cls: 2.0078, loss: 2.0078, grad_norm: 4.0735 2021-07-16 23:47:02,895 - mmaction - INFO - Epoch [184][1140/1879] lr: 1.876e-02, eta: 1 day, 8:28:08, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7613, loss_cls: 2.0056, loss: 2.0056, grad_norm: 4.0783 2021-07-16 23:47:19,702 - mmaction - INFO - Epoch [184][1160/1879] lr: 1.876e-02, eta: 1 day, 8:27:47, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7605, loss_cls: 1.9739, loss: 1.9739, grad_norm: 4.1318 2021-07-16 23:47:36,381 - mmaction - INFO - Epoch [184][1180/1879] lr: 1.876e-02, eta: 1 day, 8:27:25, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5254, top5_acc: 0.7398, loss_cls: 2.0951, loss: 2.0951, grad_norm: 4.2089 2021-07-16 23:47:53,221 - mmaction - INFO - Epoch [184][1200/1879] lr: 1.876e-02, eta: 1 day, 8:27:04, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5344, top5_acc: 0.7543, loss_cls: 2.0392, loss: 2.0392, grad_norm: 4.0849 2021-07-16 23:48:09,993 - mmaction - INFO - Epoch [184][1220/1879] lr: 1.876e-02, eta: 1 day, 8:26:43, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 2.0069, loss: 2.0069, grad_norm: 4.1654 2021-07-16 23:48:26,869 - mmaction - INFO - Epoch [184][1240/1879] lr: 1.876e-02, eta: 1 day, 8:26:23, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7574, loss_cls: 1.9872, loss: 1.9872, grad_norm: 4.1250 2021-07-16 23:48:43,715 - mmaction - INFO - Epoch [184][1260/1879] lr: 1.876e-02, eta: 1 day, 8:26:03, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7672, loss_cls: 2.0075, loss: 2.0075, grad_norm: 4.1957 2021-07-16 23:49:00,455 - mmaction - INFO - Epoch [184][1280/1879] lr: 1.876e-02, eta: 1 day, 8:25:41, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7590, loss_cls: 2.0537, loss: 2.0537, grad_norm: 4.0974 2021-07-16 23:49:17,121 - mmaction - INFO - Epoch [184][1300/1879] lr: 1.876e-02, eta: 1 day, 8:25:19, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0474, loss: 2.0474, grad_norm: 4.1455 2021-07-16 23:49:33,910 - mmaction - INFO - Epoch [184][1320/1879] lr: 1.876e-02, eta: 1 day, 8:24:59, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0638, loss: 2.0638, grad_norm: 4.1378 2021-07-16 23:49:50,708 - mmaction - INFO - Epoch [184][1340/1879] lr: 1.876e-02, eta: 1 day, 8:24:38, time: 0.839, data_time: 0.010, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7652, loss_cls: 2.0066, loss: 2.0066, grad_norm: 4.1495 2021-07-16 23:50:07,432 - mmaction - INFO - Epoch [184][1360/1879] lr: 1.876e-02, eta: 1 day, 8:24:16, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 2.0370, loss: 2.0370, grad_norm: 4.0898 2021-07-16 23:50:24,179 - mmaction - INFO - Epoch [184][1380/1879] lr: 1.876e-02, eta: 1 day, 8:23:55, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7676, loss_cls: 2.0046, loss: 2.0046, grad_norm: 4.1218 2021-07-16 23:50:41,098 - mmaction - INFO - Epoch [184][1400/1879] lr: 1.876e-02, eta: 1 day, 8:23:35, time: 0.846, data_time: 0.007, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7734, loss_cls: 1.9622, loss: 1.9622, grad_norm: 4.1194 2021-07-16 23:50:57,832 - mmaction - INFO - Epoch [184][1420/1879] lr: 1.876e-02, eta: 1 day, 8:23:14, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5246, top5_acc: 0.7520, loss_cls: 2.0532, loss: 2.0532, grad_norm: 4.2023 2021-07-16 23:51:14,526 - mmaction - INFO - Epoch [184][1440/1879] lr: 1.876e-02, eta: 1 day, 8:22:53, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7734, loss_cls: 1.9485, loss: 1.9485, grad_norm: 4.0236 2021-07-16 23:51:31,326 - mmaction - INFO - Epoch [184][1460/1879] lr: 1.876e-02, eta: 1 day, 8:22:32, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7684, loss_cls: 1.9921, loss: 1.9921, grad_norm: 4.0928 2021-07-16 23:51:48,114 - mmaction - INFO - Epoch [184][1480/1879] lr: 1.876e-02, eta: 1 day, 8:22:11, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0366, loss: 2.0366, grad_norm: 4.2092 2021-07-16 23:52:05,035 - mmaction - INFO - Epoch [184][1500/1879] lr: 1.876e-02, eta: 1 day, 8:21:51, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7473, loss_cls: 2.0746, loss: 2.0746, grad_norm: 4.1728 2021-07-16 23:52:21,891 - mmaction - INFO - Epoch [184][1520/1879] lr: 1.876e-02, eta: 1 day, 8:21:32, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5184, top5_acc: 0.7609, loss_cls: 2.0670, loss: 2.0670, grad_norm: 4.1668 2021-07-16 23:52:38,693 - mmaction - INFO - Epoch [184][1540/1879] lr: 1.876e-02, eta: 1 day, 8:21:11, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7465, loss_cls: 2.0990, loss: 2.0990, grad_norm: 4.0287 2021-07-16 23:52:55,493 - mmaction - INFO - Epoch [184][1560/1879] lr: 1.876e-02, eta: 1 day, 8:20:50, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7574, loss_cls: 2.0238, loss: 2.0238, grad_norm: 4.1429 2021-07-16 23:53:12,306 - mmaction - INFO - Epoch [184][1580/1879] lr: 1.876e-02, eta: 1 day, 8:20:29, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7547, loss_cls: 2.0255, loss: 2.0255, grad_norm: 4.2137 2021-07-16 23:53:29,111 - mmaction - INFO - Epoch [184][1600/1879] lr: 1.876e-02, eta: 1 day, 8:20:09, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7398, loss_cls: 2.0972, loss: 2.0972, grad_norm: 4.2735 2021-07-16 23:53:45,941 - mmaction - INFO - Epoch [184][1620/1879] lr: 1.876e-02, eta: 1 day, 8:19:49, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7559, loss_cls: 2.0096, loss: 2.0096, grad_norm: 4.0962 2021-07-16 23:54:02,605 - mmaction - INFO - Epoch [184][1640/1879] lr: 1.876e-02, eta: 1 day, 8:19:27, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0369, loss: 2.0369, grad_norm: 4.1312 2021-07-16 23:54:19,495 - mmaction - INFO - Epoch [184][1660/1879] lr: 1.876e-02, eta: 1 day, 8:19:07, time: 0.844, data_time: 0.007, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7637, loss_cls: 2.0283, loss: 2.0283, grad_norm: 4.1757 2021-07-16 23:54:36,279 - mmaction - INFO - Epoch [184][1680/1879] lr: 1.876e-02, eta: 1 day, 8:18:46, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7602, loss_cls: 2.0404, loss: 2.0404, grad_norm: 4.1221 2021-07-16 23:54:53,059 - mmaction - INFO - Epoch [184][1700/1879] lr: 1.876e-02, eta: 1 day, 8:18:26, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7711, loss_cls: 1.9622, loss: 1.9622, grad_norm: 3.9751 2021-07-16 23:55:09,841 - mmaction - INFO - Epoch [184][1720/1879] lr: 1.876e-02, eta: 1 day, 8:18:05, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7617, loss_cls: 1.9976, loss: 1.9976, grad_norm: 4.1243 2021-07-16 23:55:26,670 - mmaction - INFO - Epoch [184][1740/1879] lr: 1.876e-02, eta: 1 day, 8:17:45, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0224, loss: 2.0224, grad_norm: 4.1484 2021-07-16 23:55:43,357 - mmaction - INFO - Epoch [184][1760/1879] lr: 1.876e-02, eta: 1 day, 8:17:23, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7527, loss_cls: 2.0387, loss: 2.0387, grad_norm: 4.0933 2021-07-16 23:56:00,014 - mmaction - INFO - Epoch [184][1780/1879] lr: 1.876e-02, eta: 1 day, 8:17:01, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7672, loss_cls: 1.9656, loss: 1.9656, grad_norm: 4.0459 2021-07-16 23:56:16,825 - mmaction - INFO - Epoch [184][1800/1879] lr: 1.876e-02, eta: 1 day, 8:16:41, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5285, top5_acc: 0.7602, loss_cls: 2.0283, loss: 2.0283, grad_norm: 4.1180 2021-07-16 23:56:33,730 - mmaction - INFO - Epoch [184][1820/1879] lr: 1.876e-02, eta: 1 day, 8:16:21, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7707, loss_cls: 1.9361, loss: 1.9361, grad_norm: 4.0688 2021-07-16 23:56:50,677 - mmaction - INFO - Epoch [184][1840/1879] lr: 1.876e-02, eta: 1 day, 8:16:02, time: 0.847, data_time: 0.007, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.9123, loss: 1.9123, grad_norm: 3.9853 2021-07-16 23:57:07,242 - mmaction - INFO - Epoch [184][1860/1879] lr: 1.876e-02, eta: 1 day, 8:15:40, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7574, loss_cls: 2.0201, loss: 2.0201, grad_norm: 4.1413 2021-07-16 23:57:33,816 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-16 23:57:33,829 - mmaction - INFO - 106 BN found 2021-07-17 00:02:27,389 - mmaction - INFO - BN stats updated 2021-07-17 00:02:29,568 - mmaction - INFO - Saving checkpoint at 184 epochs 2021-07-17 00:05:05,630 - mmaction - INFO - Epoch [185][20/1879] lr: 1.828e-02, eta: 1 day, 8:32:27, time: 7.465, data_time: 6.447, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7664, loss_cls: 1.9862, loss: 1.9862, grad_norm: 4.0393 2021-07-17 00:05:21,691 - mmaction - INFO - Epoch [185][40/1879] lr: 1.828e-02, eta: 1 day, 8:31:59, time: 0.804, data_time: 0.003, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7691, loss_cls: 1.9519, loss: 1.9519, grad_norm: 4.0738 2021-07-17 00:05:37,944 - mmaction - INFO - Epoch [185][60/1879] lr: 1.828e-02, eta: 1 day, 8:31:31, time: 0.810, data_time: 0.004, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7551, loss_cls: 1.9877, loss: 1.9877, grad_norm: 4.0824 2021-07-17 00:05:54,215 - mmaction - INFO - Epoch [185][80/1879] lr: 1.828e-02, eta: 1 day, 8:31:05, time: 0.815, data_time: 0.004, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7770, loss_cls: 1.8636, loss: 1.8636, grad_norm: 4.0485 2021-07-17 00:06:10,665 - mmaction - INFO - Epoch [185][100/1879] lr: 1.828e-02, eta: 1 day, 8:30:40, time: 0.824, data_time: 0.006, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9300, loss: 1.9300, grad_norm: 4.0562 2021-07-17 00:06:27,099 - mmaction - INFO - Epoch [185][120/1879] lr: 1.828e-02, eta: 1 day, 8:30:15, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7637, loss_cls: 1.9821, loss: 1.9821, grad_norm: 4.0196 2021-07-17 00:06:43,676 - mmaction - INFO - Epoch [185][140/1879] lr: 1.828e-02, eta: 1 day, 8:29:50, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 1.9946, loss: 1.9946, grad_norm: 4.0271 2021-07-17 00:07:00,233 - mmaction - INFO - Epoch [185][160/1879] lr: 1.828e-02, eta: 1 day, 8:29:27, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.9703, loss: 1.9703, grad_norm: 4.1651 2021-07-17 00:07:16,854 - mmaction - INFO - Epoch [185][180/1879] lr: 1.828e-02, eta: 1 day, 8:29:03, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7723, loss_cls: 1.9587, loss: 1.9587, grad_norm: 4.1055 2021-07-17 00:07:33,395 - mmaction - INFO - Epoch [185][200/1879] lr: 1.828e-02, eta: 1 day, 8:28:39, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 2.0070, loss: 2.0070, grad_norm: 4.1798 2021-07-17 00:07:49,919 - mmaction - INFO - Epoch [185][220/1879] lr: 1.828e-02, eta: 1 day, 8:28:15, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7641, loss_cls: 1.9735, loss: 1.9735, grad_norm: 4.1967 2021-07-17 00:08:06,436 - mmaction - INFO - Epoch [185][240/1879] lr: 1.828e-02, eta: 1 day, 8:27:51, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7676, loss_cls: 1.9772, loss: 1.9772, grad_norm: 4.1830 2021-07-17 00:08:23,102 - mmaction - INFO - Epoch [185][260/1879] lr: 1.828e-02, eta: 1 day, 8:27:28, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.8993, loss: 1.8993, grad_norm: 4.0136 2021-07-17 00:08:39,801 - mmaction - INFO - Epoch [185][280/1879] lr: 1.828e-02, eta: 1 day, 8:27:05, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7629, loss_cls: 1.9776, loss: 1.9776, grad_norm: 4.0994 2021-07-17 00:08:56,436 - mmaction - INFO - Epoch [185][300/1879] lr: 1.828e-02, eta: 1 day, 8:26:41, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7621, loss_cls: 1.9705, loss: 1.9705, grad_norm: 4.0591 2021-07-17 00:09:13,231 - mmaction - INFO - Epoch [185][320/1879] lr: 1.828e-02, eta: 1 day, 8:26:20, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7668, loss_cls: 1.9630, loss: 1.9630, grad_norm: 4.1098 2021-07-17 00:09:30,019 - mmaction - INFO - Epoch [185][340/1879] lr: 1.828e-02, eta: 1 day, 8:25:58, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7660, loss_cls: 1.9862, loss: 1.9862, grad_norm: 4.1152 2021-07-17 00:09:46,625 - mmaction - INFO - Epoch [185][360/1879] lr: 1.828e-02, eta: 1 day, 8:25:35, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7719, loss_cls: 1.9060, loss: 1.9060, grad_norm: 4.0723 2021-07-17 00:10:03,398 - mmaction - INFO - Epoch [185][380/1879] lr: 1.828e-02, eta: 1 day, 8:25:12, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7574, loss_cls: 2.0204, loss: 2.0204, grad_norm: 4.1067 2021-07-17 00:10:20,261 - mmaction - INFO - Epoch [185][400/1879] lr: 1.828e-02, eta: 1 day, 8:24:52, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9408, loss: 1.9408, grad_norm: 4.1006 2021-07-17 00:10:36,963 - mmaction - INFO - Epoch [185][420/1879] lr: 1.828e-02, eta: 1 day, 8:24:29, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7633, loss_cls: 2.0390, loss: 2.0390, grad_norm: 4.1063 2021-07-17 00:10:53,780 - mmaction - INFO - Epoch [185][440/1879] lr: 1.828e-02, eta: 1 day, 8:24:08, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9775, loss: 1.9775, grad_norm: 4.2160 2021-07-17 00:11:10,428 - mmaction - INFO - Epoch [185][460/1879] lr: 1.828e-02, eta: 1 day, 8:23:45, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7629, loss_cls: 1.9794, loss: 1.9794, grad_norm: 4.1628 2021-07-17 00:11:27,288 - mmaction - INFO - Epoch [185][480/1879] lr: 1.828e-02, eta: 1 day, 8:23:23, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7551, loss_cls: 1.9862, loss: 1.9862, grad_norm: 4.0868 2021-07-17 00:11:43,940 - mmaction - INFO - Epoch [185][500/1879] lr: 1.828e-02, eta: 1 day, 8:23:01, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7754, loss_cls: 1.9060, loss: 1.9060, grad_norm: 4.0631 2021-07-17 00:12:00,741 - mmaction - INFO - Epoch [185][520/1879] lr: 1.828e-02, eta: 1 day, 8:22:39, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7715, loss_cls: 1.9938, loss: 1.9938, grad_norm: 4.2618 2021-07-17 00:12:17,381 - mmaction - INFO - Epoch [185][540/1879] lr: 1.828e-02, eta: 1 day, 8:22:16, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7590, loss_cls: 1.9966, loss: 1.9966, grad_norm: 4.1881 2021-07-17 00:12:34,043 - mmaction - INFO - Epoch [185][560/1879] lr: 1.828e-02, eta: 1 day, 8:21:53, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7594, loss_cls: 2.0012, loss: 2.0012, grad_norm: 4.0922 2021-07-17 00:12:50,827 - mmaction - INFO - Epoch [185][580/1879] lr: 1.828e-02, eta: 1 day, 8:21:32, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9691, loss: 1.9691, grad_norm: 4.1435 2021-07-17 00:13:07,382 - mmaction - INFO - Epoch [185][600/1879] lr: 1.828e-02, eta: 1 day, 8:21:08, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7676, loss_cls: 1.9676, loss: 1.9676, grad_norm: 4.0510 2021-07-17 00:13:23,879 - mmaction - INFO - Epoch [185][620/1879] lr: 1.828e-02, eta: 1 day, 8:20:44, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7793, loss_cls: 1.9120, loss: 1.9120, grad_norm: 4.0380 2021-07-17 00:13:40,510 - mmaction - INFO - Epoch [185][640/1879] lr: 1.828e-02, eta: 1 day, 8:20:21, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7582, loss_cls: 1.9812, loss: 1.9812, grad_norm: 4.1963 2021-07-17 00:13:57,295 - mmaction - INFO - Epoch [185][660/1879] lr: 1.828e-02, eta: 1 day, 8:19:59, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7746, loss_cls: 1.9642, loss: 1.9642, grad_norm: 4.1808 2021-07-17 00:14:13,885 - mmaction - INFO - Epoch [185][680/1879] lr: 1.828e-02, eta: 1 day, 8:19:36, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7570, loss_cls: 2.0049, loss: 2.0049, grad_norm: 4.1484 2021-07-17 00:14:30,607 - mmaction - INFO - Epoch [185][700/1879] lr: 1.828e-02, eta: 1 day, 8:19:13, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7746, loss_cls: 1.9625, loss: 1.9625, grad_norm: 4.1486 2021-07-17 00:14:47,300 - mmaction - INFO - Epoch [185][720/1879] lr: 1.828e-02, eta: 1 day, 8:18:51, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7637, loss_cls: 1.9685, loss: 1.9685, grad_norm: 4.1622 2021-07-17 00:15:04,079 - mmaction - INFO - Epoch [185][740/1879] lr: 1.828e-02, eta: 1 day, 8:18:29, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7625, loss_cls: 2.0137, loss: 2.0137, grad_norm: 4.0824 2021-07-17 00:15:20,733 - mmaction - INFO - Epoch [185][760/1879] lr: 1.828e-02, eta: 1 day, 8:18:07, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7645, loss_cls: 2.0219, loss: 2.0219, grad_norm: 4.1473 2021-07-17 00:15:37,478 - mmaction - INFO - Epoch [185][780/1879] lr: 1.828e-02, eta: 1 day, 8:17:45, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7609, loss_cls: 1.9980, loss: 1.9980, grad_norm: 4.1015 2021-07-17 00:15:54,214 - mmaction - INFO - Epoch [185][800/1879] lr: 1.828e-02, eta: 1 day, 8:17:23, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7648, loss_cls: 1.9662, loss: 1.9662, grad_norm: 4.1175 2021-07-17 00:16:11,022 - mmaction - INFO - Epoch [185][820/1879] lr: 1.828e-02, eta: 1 day, 8:17:02, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7512, loss_cls: 2.0218, loss: 2.0218, grad_norm: 4.1193 2021-07-17 00:16:27,780 - mmaction - INFO - Epoch [185][840/1879] lr: 1.828e-02, eta: 1 day, 8:16:39, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7512, loss_cls: 2.0213, loss: 2.0213, grad_norm: 4.0391 2021-07-17 00:16:44,486 - mmaction - INFO - Epoch [185][860/1879] lr: 1.828e-02, eta: 1 day, 8:16:17, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9386, loss: 1.9386, grad_norm: 4.0742 2021-07-17 00:17:01,114 - mmaction - INFO - Epoch [185][880/1879] lr: 1.828e-02, eta: 1 day, 8:15:55, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7621, loss_cls: 1.9679, loss: 1.9679, grad_norm: 4.1223 2021-07-17 00:17:17,827 - mmaction - INFO - Epoch [185][900/1879] lr: 1.828e-02, eta: 1 day, 8:15:33, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9845, loss: 1.9845, grad_norm: 4.0938 2021-07-17 00:17:34,516 - mmaction - INFO - Epoch [185][920/1879] lr: 1.828e-02, eta: 1 day, 8:15:10, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7555, loss_cls: 1.9991, loss: 1.9991, grad_norm: 4.1836 2021-07-17 00:17:51,406 - mmaction - INFO - Epoch [185][940/1879] lr: 1.828e-02, eta: 1 day, 8:14:49, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7543, loss_cls: 1.9877, loss: 1.9877, grad_norm: 4.1331 2021-07-17 00:18:08,123 - mmaction - INFO - Epoch [185][960/1879] lr: 1.828e-02, eta: 1 day, 8:14:28, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7660, loss_cls: 1.9768, loss: 1.9768, grad_norm: 4.1063 2021-07-17 00:18:24,904 - mmaction - INFO - Epoch [185][980/1879] lr: 1.828e-02, eta: 1 day, 8:14:06, time: 0.839, data_time: 0.009, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7574, loss_cls: 2.0094, loss: 2.0094, grad_norm: 4.1959 2021-07-17 00:18:41,573 - mmaction - INFO - Epoch [185][1000/1879] lr: 1.828e-02, eta: 1 day, 8:13:44, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7734, loss_cls: 1.9607, loss: 1.9607, grad_norm: 4.1520 2021-07-17 00:18:58,666 - mmaction - INFO - Epoch [185][1020/1879] lr: 1.828e-02, eta: 1 day, 8:13:25, time: 0.854, data_time: 0.003, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7492, loss_cls: 2.0442, loss: 2.0442, grad_norm: 4.1064 2021-07-17 00:19:15,742 - mmaction - INFO - Epoch [185][1040/1879] lr: 1.828e-02, eta: 1 day, 8:13:06, time: 0.855, data_time: 0.004, memory: 6455, top1_acc: 0.5195, top5_acc: 0.7395, loss_cls: 2.0878, loss: 2.0878, grad_norm: 4.1506 2021-07-17 00:19:32,847 - mmaction - INFO - Epoch [185][1060/1879] lr: 1.828e-02, eta: 1 day, 8:12:47, time: 0.855, data_time: 0.001, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7480, loss_cls: 2.0691, loss: 2.0691, grad_norm: 4.1739 2021-07-17 00:19:49,440 - mmaction - INFO - Epoch [185][1080/1879] lr: 1.828e-02, eta: 1 day, 8:12:24, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7664, loss_cls: 1.9881, loss: 1.9881, grad_norm: 4.0533 2021-07-17 00:20:06,248 - mmaction - INFO - Epoch [185][1100/1879] lr: 1.828e-02, eta: 1 day, 8:12:03, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7645, loss_cls: 1.9722, loss: 1.9722, grad_norm: 4.0786 2021-07-17 00:20:22,960 - mmaction - INFO - Epoch [185][1120/1879] lr: 1.828e-02, eta: 1 day, 8:11:41, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7688, loss_cls: 1.9616, loss: 1.9616, grad_norm: 4.2242 2021-07-17 00:20:39,691 - mmaction - INFO - Epoch [185][1140/1879] lr: 1.828e-02, eta: 1 day, 8:11:19, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7605, loss_cls: 1.9671, loss: 1.9671, grad_norm: 4.0261 2021-07-17 00:20:56,397 - mmaction - INFO - Epoch [185][1160/1879] lr: 1.828e-02, eta: 1 day, 8:10:57, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7656, loss_cls: 1.9820, loss: 1.9820, grad_norm: 4.1968 2021-07-17 00:21:13,097 - mmaction - INFO - Epoch [185][1180/1879] lr: 1.828e-02, eta: 1 day, 8:10:35, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7523, loss_cls: 2.0171, loss: 2.0171, grad_norm: 4.2763 2021-07-17 00:21:29,883 - mmaction - INFO - Epoch [185][1200/1879] lr: 1.828e-02, eta: 1 day, 8:10:14, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7480, loss_cls: 2.0354, loss: 2.0354, grad_norm: 4.1638 2021-07-17 00:21:46,585 - mmaction - INFO - Epoch [185][1220/1879] lr: 1.828e-02, eta: 1 day, 8:09:52, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7551, loss_cls: 2.0500, loss: 2.0500, grad_norm: 4.0845 2021-07-17 00:22:03,452 - mmaction - INFO - Epoch [185][1240/1879] lr: 1.828e-02, eta: 1 day, 8:09:31, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.9218, loss: 1.9218, grad_norm: 4.1009 2021-07-17 00:22:20,033 - mmaction - INFO - Epoch [185][1260/1879] lr: 1.828e-02, eta: 1 day, 8:09:08, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7832, loss_cls: 1.9164, loss: 1.9164, grad_norm: 4.0643 2021-07-17 00:22:36,826 - mmaction - INFO - Epoch [185][1280/1879] lr: 1.828e-02, eta: 1 day, 8:08:47, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7754, loss_cls: 2.0022, loss: 2.0022, grad_norm: 4.1097 2021-07-17 00:22:53,585 - mmaction - INFO - Epoch [185][1300/1879] lr: 1.828e-02, eta: 1 day, 8:08:26, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7695, loss_cls: 1.9747, loss: 1.9747, grad_norm: 4.1139 2021-07-17 00:23:10,382 - mmaction - INFO - Epoch [185][1320/1879] lr: 1.828e-02, eta: 1 day, 8:08:04, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7754, loss_cls: 1.9352, loss: 1.9352, grad_norm: 4.0639 2021-07-17 00:23:27,094 - mmaction - INFO - Epoch [185][1340/1879] lr: 1.828e-02, eta: 1 day, 8:07:43, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0921, loss: 2.0921, grad_norm: 4.2369 2021-07-17 00:23:44,036 - mmaction - INFO - Epoch [185][1360/1879] lr: 1.828e-02, eta: 1 day, 8:07:22, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7668, loss_cls: 2.0033, loss: 2.0033, grad_norm: 4.0777 2021-07-17 00:24:00,685 - mmaction - INFO - Epoch [185][1380/1879] lr: 1.828e-02, eta: 1 day, 8:07:00, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 1.9792, loss: 1.9792, grad_norm: 4.1031 2021-07-17 00:24:17,527 - mmaction - INFO - Epoch [185][1400/1879] lr: 1.828e-02, eta: 1 day, 8:06:40, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7613, loss_cls: 2.0056, loss: 2.0056, grad_norm: 4.1949 2021-07-17 00:24:34,215 - mmaction - INFO - Epoch [185][1420/1879] lr: 1.828e-02, eta: 1 day, 8:06:18, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7520, loss_cls: 2.0211, loss: 2.0211, grad_norm: 4.1564 2021-07-17 00:24:51,031 - mmaction - INFO - Epoch [185][1440/1879] lr: 1.828e-02, eta: 1 day, 8:05:57, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7633, loss_cls: 1.9652, loss: 1.9652, grad_norm: 4.0477 2021-07-17 00:25:08,017 - mmaction - INFO - Epoch [185][1460/1879] lr: 1.828e-02, eta: 1 day, 8:05:37, time: 0.847, data_time: 0.002, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7645, loss_cls: 1.9800, loss: 1.9800, grad_norm: 4.1783 2021-07-17 00:25:24,607 - mmaction - INFO - Epoch [185][1480/1879] lr: 1.828e-02, eta: 1 day, 8:05:14, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7781, loss_cls: 1.9544, loss: 1.9544, grad_norm: 4.1148 2021-07-17 00:25:41,450 - mmaction - INFO - Epoch [185][1500/1879] lr: 1.828e-02, eta: 1 day, 8:04:53, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.5250, top5_acc: 0.7605, loss_cls: 2.0203, loss: 2.0203, grad_norm: 4.2026 2021-07-17 00:25:58,100 - mmaction - INFO - Epoch [185][1520/1879] lr: 1.828e-02, eta: 1 day, 8:04:31, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0042, loss: 2.0042, grad_norm: 4.1751 2021-07-17 00:26:14,791 - mmaction - INFO - Epoch [185][1540/1879] lr: 1.828e-02, eta: 1 day, 8:04:09, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7527, loss_cls: 2.0199, loss: 2.0199, grad_norm: 4.1586 2021-07-17 00:26:31,306 - mmaction - INFO - Epoch [185][1560/1879] lr: 1.828e-02, eta: 1 day, 8:03:46, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7605, loss_cls: 2.0188, loss: 2.0188, grad_norm: 4.0933 2021-07-17 00:26:47,965 - mmaction - INFO - Epoch [185][1580/1879] lr: 1.828e-02, eta: 1 day, 8:03:24, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0485, loss: 2.0485, grad_norm: 4.1592 2021-07-17 00:27:04,787 - mmaction - INFO - Epoch [185][1600/1879] lr: 1.828e-02, eta: 1 day, 8:03:03, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7711, loss_cls: 1.9524, loss: 1.9524, grad_norm: 4.0910 2021-07-17 00:27:21,586 - mmaction - INFO - Epoch [185][1620/1879] lr: 1.828e-02, eta: 1 day, 8:02:42, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7555, loss_cls: 2.0574, loss: 2.0574, grad_norm: 4.1468 2021-07-17 00:27:38,447 - mmaction - INFO - Epoch [185][1640/1879] lr: 1.828e-02, eta: 1 day, 8:02:22, time: 0.842, data_time: 0.007, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7699, loss_cls: 1.9593, loss: 1.9593, grad_norm: 3.9868 2021-07-17 00:27:55,142 - mmaction - INFO - Epoch [185][1660/1879] lr: 1.828e-02, eta: 1 day, 8:02:00, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7520, loss_cls: 2.0428, loss: 2.0428, grad_norm: 4.1277 2021-07-17 00:28:12,032 - mmaction - INFO - Epoch [185][1680/1879] lr: 1.828e-02, eta: 1 day, 8:01:40, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7652, loss_cls: 1.9716, loss: 1.9716, grad_norm: 4.1883 2021-07-17 00:28:28,747 - mmaction - INFO - Epoch [185][1700/1879] lr: 1.828e-02, eta: 1 day, 8:01:18, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7645, loss_cls: 1.9919, loss: 1.9919, grad_norm: 4.0889 2021-07-17 00:28:45,440 - mmaction - INFO - Epoch [185][1720/1879] lr: 1.828e-02, eta: 1 day, 8:00:56, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7598, loss_cls: 2.0028, loss: 2.0028, grad_norm: 4.0837 2021-07-17 00:29:02,112 - mmaction - INFO - Epoch [185][1740/1879] lr: 1.828e-02, eta: 1 day, 8:00:34, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7508, loss_cls: 2.0464, loss: 2.0464, grad_norm: 4.1605 2021-07-17 00:29:18,932 - mmaction - INFO - Epoch [185][1760/1879] lr: 1.828e-02, eta: 1 day, 8:00:13, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7652, loss_cls: 2.0087, loss: 2.0087, grad_norm: 4.0961 2021-07-17 00:29:35,638 - mmaction - INFO - Epoch [185][1780/1879] lr: 1.828e-02, eta: 1 day, 7:59:52, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7531, loss_cls: 2.0480, loss: 2.0480, grad_norm: 4.1782 2021-07-17 00:29:52,358 - mmaction - INFO - Epoch [185][1800/1879] lr: 1.828e-02, eta: 1 day, 7:59:30, time: 0.835, data_time: 0.007, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.9581, loss: 1.9581, grad_norm: 4.0136 2021-07-17 00:30:09,056 - mmaction - INFO - Epoch [185][1820/1879] lr: 1.828e-02, eta: 1 day, 7:59:09, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0694, loss: 2.0694, grad_norm: 4.1188 2021-07-17 00:30:25,906 - mmaction - INFO - Epoch [185][1840/1879] lr: 1.828e-02, eta: 1 day, 7:58:48, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7531, loss_cls: 2.0446, loss: 2.0446, grad_norm: 4.1876 2021-07-17 00:30:42,642 - mmaction - INFO - Epoch [185][1860/1879] lr: 1.828e-02, eta: 1 day, 7:58:27, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7535, loss_cls: 2.0361, loss: 2.0361, grad_norm: 4.0486 2021-07-17 00:31:09,309 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 00:31:09,319 - mmaction - INFO - 106 BN found 2021-07-17 00:35:54,959 - mmaction - INFO - BN stats updated 2021-07-17 00:38:37,631 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 00:38:38,374 - mmaction - INFO - top1_acc 0.6131 top5_acc 0.8375 2021-07-17 00:38:38,375 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 00:38:38,481 - mmaction - INFO - mean_acc 0.6131 2021-07-17 00:38:38,490 - mmaction - INFO - Epoch(val) [185][155] top1_acc: 0.6131, top5_acc: 0.8375, mean_class_accuracy: 0.6131 2021-07-17 00:39:40,487 - mmaction - INFO - Epoch [186][20/1879] lr: 1.781e-02, eta: 1 day, 8:01:37, time: 3.098, data_time: 2.223, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7699, loss_cls: 1.9560, loss: 1.9560, grad_norm: 4.0509 2021-07-17 00:39:56,749 - mmaction - INFO - Epoch [186][40/1879] lr: 1.781e-02, eta: 1 day, 8:01:11, time: 0.814, data_time: 0.005, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7613, loss_cls: 2.0396, loss: 2.0396, grad_norm: 4.2017 2021-07-17 00:40:12,950 - mmaction - INFO - Epoch [186][60/1879] lr: 1.781e-02, eta: 1 day, 8:00:46, time: 0.810, data_time: 0.001, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7648, loss_cls: 1.9153, loss: 1.9153, grad_norm: 4.0322 2021-07-17 00:40:29,340 - mmaction - INFO - Epoch [186][80/1879] lr: 1.781e-02, eta: 1 day, 8:00:21, time: 0.818, data_time: 0.003, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7707, loss_cls: 1.9479, loss: 1.9479, grad_norm: 4.0470 2021-07-17 00:40:45,815 - mmaction - INFO - Epoch [186][100/1879] lr: 1.781e-02, eta: 1 day, 7:59:57, time: 0.824, data_time: 0.007, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7871, loss_cls: 1.8664, loss: 1.8664, grad_norm: 3.9839 2021-07-17 00:41:02,334 - mmaction - INFO - Epoch [186][120/1879] lr: 1.781e-02, eta: 1 day, 7:59:34, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9669, loss: 1.9669, grad_norm: 4.1976 2021-07-17 00:41:19,030 - mmaction - INFO - Epoch [186][140/1879] lr: 1.781e-02, eta: 1 day, 7:59:12, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.9393, loss: 1.9393, grad_norm: 4.0255 2021-07-17 00:41:35,580 - mmaction - INFO - Epoch [186][160/1879] lr: 1.781e-02, eta: 1 day, 7:58:50, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7594, loss_cls: 1.9960, loss: 1.9960, grad_norm: 4.0857 2021-07-17 00:41:52,145 - mmaction - INFO - Epoch [186][180/1879] lr: 1.781e-02, eta: 1 day, 7:58:27, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9700, loss: 1.9700, grad_norm: 4.1577 2021-07-17 00:42:08,729 - mmaction - INFO - Epoch [186][200/1879] lr: 1.781e-02, eta: 1 day, 7:58:04, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7715, loss_cls: 1.9148, loss: 1.9148, grad_norm: 4.1424 2021-07-17 00:42:25,482 - mmaction - INFO - Epoch [186][220/1879] lr: 1.781e-02, eta: 1 day, 7:57:42, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7613, loss_cls: 1.9784, loss: 1.9784, grad_norm: 4.3209 2021-07-17 00:42:42,096 - mmaction - INFO - Epoch [186][240/1879] lr: 1.781e-02, eta: 1 day, 7:57:20, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.9170, loss: 1.9170, grad_norm: 4.2943 2021-07-17 00:42:58,668 - mmaction - INFO - Epoch [186][260/1879] lr: 1.781e-02, eta: 1 day, 7:56:57, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7723, loss_cls: 1.9563, loss: 1.9563, grad_norm: 4.2093 2021-07-17 00:43:15,313 - mmaction - INFO - Epoch [186][280/1879] lr: 1.781e-02, eta: 1 day, 7:56:35, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7715, loss_cls: 2.0183, loss: 2.0183, grad_norm: 4.1928 2021-07-17 00:43:31,830 - mmaction - INFO - Epoch [186][300/1879] lr: 1.781e-02, eta: 1 day, 7:56:12, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7711, loss_cls: 1.9566, loss: 1.9566, grad_norm: 4.1022 2021-07-17 00:43:48,496 - mmaction - INFO - Epoch [186][320/1879] lr: 1.781e-02, eta: 1 day, 7:55:50, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7660, loss_cls: 1.9991, loss: 1.9991, grad_norm: 4.1626 2021-07-17 00:44:05,255 - mmaction - INFO - Epoch [186][340/1879] lr: 1.781e-02, eta: 1 day, 7:55:29, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7781, loss_cls: 1.9681, loss: 1.9681, grad_norm: 4.1789 2021-07-17 00:44:22,109 - mmaction - INFO - Epoch [186][360/1879] lr: 1.781e-02, eta: 1 day, 7:55:08, time: 0.843, data_time: 0.007, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7758, loss_cls: 1.9353, loss: 1.9353, grad_norm: 4.1168 2021-07-17 00:44:38,796 - mmaction - INFO - Epoch [186][380/1879] lr: 1.781e-02, eta: 1 day, 7:54:47, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7664, loss_cls: 1.9530, loss: 1.9530, grad_norm: 4.1171 2021-07-17 00:44:55,386 - mmaction - INFO - Epoch [186][400/1879] lr: 1.781e-02, eta: 1 day, 7:54:24, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7445, loss_cls: 2.0670, loss: 2.0670, grad_norm: 4.1528 2021-07-17 00:45:12,187 - mmaction - INFO - Epoch [186][420/1879] lr: 1.781e-02, eta: 1 day, 7:54:03, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7621, loss_cls: 1.9769, loss: 1.9769, grad_norm: 4.0909 2021-07-17 00:45:28,908 - mmaction - INFO - Epoch [186][440/1879] lr: 1.781e-02, eta: 1 day, 7:53:42, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7727, loss_cls: 1.9442, loss: 1.9442, grad_norm: 4.1568 2021-07-17 00:45:45,721 - mmaction - INFO - Epoch [186][460/1879] lr: 1.781e-02, eta: 1 day, 7:53:21, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.9229, loss: 1.9229, grad_norm: 4.1005 2021-07-17 00:46:02,445 - mmaction - INFO - Epoch [186][480/1879] lr: 1.781e-02, eta: 1 day, 7:53:00, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5223, top5_acc: 0.7500, loss_cls: 2.0759, loss: 2.0759, grad_norm: 4.2243 2021-07-17 00:46:19,115 - mmaction - INFO - Epoch [186][500/1879] lr: 1.781e-02, eta: 1 day, 7:52:38, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7703, loss_cls: 1.9440, loss: 1.9440, grad_norm: 4.1351 2021-07-17 00:46:35,882 - mmaction - INFO - Epoch [186][520/1879] lr: 1.781e-02, eta: 1 day, 7:52:16, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7812, loss_cls: 1.8311, loss: 1.8311, grad_norm: 3.9440 2021-07-17 00:46:52,570 - mmaction - INFO - Epoch [186][540/1879] lr: 1.781e-02, eta: 1 day, 7:51:55, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7594, loss_cls: 1.9992, loss: 1.9992, grad_norm: 4.2764 2021-07-17 00:47:09,249 - mmaction - INFO - Epoch [186][560/1879] lr: 1.781e-02, eta: 1 day, 7:51:33, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7773, loss_cls: 1.9357, loss: 1.9357, grad_norm: 4.0860 2021-07-17 00:47:26,058 - mmaction - INFO - Epoch [186][580/1879] lr: 1.781e-02, eta: 1 day, 7:51:12, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7746, loss_cls: 1.9590, loss: 1.9590, grad_norm: 4.1649 2021-07-17 00:47:42,793 - mmaction - INFO - Epoch [186][600/1879] lr: 1.781e-02, eta: 1 day, 7:50:51, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7746, loss_cls: 1.9349, loss: 1.9349, grad_norm: 4.1052 2021-07-17 00:47:59,492 - mmaction - INFO - Epoch [186][620/1879] lr: 1.781e-02, eta: 1 day, 7:50:29, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7719, loss_cls: 1.9897, loss: 1.9897, grad_norm: 4.1957 2021-07-17 00:48:16,133 - mmaction - INFO - Epoch [186][640/1879] lr: 1.781e-02, eta: 1 day, 7:50:08, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7691, loss_cls: 1.9277, loss: 1.9277, grad_norm: 4.0784 2021-07-17 00:48:32,838 - mmaction - INFO - Epoch [186][660/1879] lr: 1.781e-02, eta: 1 day, 7:49:46, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7824, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.1344 2021-07-17 00:48:49,443 - mmaction - INFO - Epoch [186][680/1879] lr: 1.781e-02, eta: 1 day, 7:49:24, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7723, loss_cls: 1.9379, loss: 1.9379, grad_norm: 4.0430 2021-07-17 00:49:06,231 - mmaction - INFO - Epoch [186][700/1879] lr: 1.781e-02, eta: 1 day, 7:49:03, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7719, loss_cls: 1.9223, loss: 1.9223, grad_norm: 4.1614 2021-07-17 00:49:22,991 - mmaction - INFO - Epoch [186][720/1879] lr: 1.781e-02, eta: 1 day, 7:48:42, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7668, loss_cls: 1.9647, loss: 1.9647, grad_norm: 4.1648 2021-07-17 00:49:39,728 - mmaction - INFO - Epoch [186][740/1879] lr: 1.781e-02, eta: 1 day, 7:48:20, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7586, loss_cls: 1.9767, loss: 1.9767, grad_norm: 4.1436 2021-07-17 00:49:56,460 - mmaction - INFO - Epoch [186][760/1879] lr: 1.781e-02, eta: 1 day, 7:47:59, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7734, loss_cls: 1.8979, loss: 1.8979, grad_norm: 4.1130 2021-07-17 00:50:13,099 - mmaction - INFO - Epoch [186][780/1879] lr: 1.781e-02, eta: 1 day, 7:47:38, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7719, loss_cls: 1.9769, loss: 1.9769, grad_norm: 4.2630 2021-07-17 00:50:29,883 - mmaction - INFO - Epoch [186][800/1879] lr: 1.781e-02, eta: 1 day, 7:47:17, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9732, loss: 1.9732, grad_norm: 4.2325 2021-07-17 00:50:46,684 - mmaction - INFO - Epoch [186][820/1879] lr: 1.781e-02, eta: 1 day, 7:46:56, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7602, loss_cls: 1.9972, loss: 1.9972, grad_norm: 4.2041 2021-07-17 00:51:03,407 - mmaction - INFO - Epoch [186][840/1879] lr: 1.781e-02, eta: 1 day, 7:46:34, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5180, top5_acc: 0.7434, loss_cls: 2.0856, loss: 2.0856, grad_norm: 4.3365 2021-07-17 00:51:20,070 - mmaction - INFO - Epoch [186][860/1879] lr: 1.781e-02, eta: 1 day, 7:46:13, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7496, loss_cls: 2.0526, loss: 2.0526, grad_norm: 4.1752 2021-07-17 00:51:36,779 - mmaction - INFO - Epoch [186][880/1879] lr: 1.781e-02, eta: 1 day, 7:45:52, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7703, loss_cls: 1.9748, loss: 1.9748, grad_norm: 4.0693 2021-07-17 00:51:53,497 - mmaction - INFO - Epoch [186][900/1879] lr: 1.781e-02, eta: 1 day, 7:45:30, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7648, loss_cls: 1.9787, loss: 1.9787, grad_norm: 4.0439 2021-07-17 00:52:10,207 - mmaction - INFO - Epoch [186][920/1879] lr: 1.781e-02, eta: 1 day, 7:45:09, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7664, loss_cls: 2.0193, loss: 2.0193, grad_norm: 4.1183 2021-07-17 00:52:26,909 - mmaction - INFO - Epoch [186][940/1879] lr: 1.781e-02, eta: 1 day, 7:44:48, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7605, loss_cls: 1.9660, loss: 1.9660, grad_norm: 4.0856 2021-07-17 00:52:43,555 - mmaction - INFO - Epoch [186][960/1879] lr: 1.781e-02, eta: 1 day, 7:44:26, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7676, loss_cls: 2.0093, loss: 2.0093, grad_norm: 4.1488 2021-07-17 00:53:00,435 - mmaction - INFO - Epoch [186][980/1879] lr: 1.781e-02, eta: 1 day, 7:44:06, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7746, loss_cls: 1.9370, loss: 1.9370, grad_norm: 4.0579 2021-07-17 00:53:17,202 - mmaction - INFO - Epoch [186][1000/1879] lr: 1.781e-02, eta: 1 day, 7:43:45, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7773, loss_cls: 1.8707, loss: 1.8707, grad_norm: 4.0094 2021-07-17 00:53:33,859 - mmaction - INFO - Epoch [186][1020/1879] lr: 1.781e-02, eta: 1 day, 7:43:23, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7703, loss_cls: 1.9234, loss: 1.9234, grad_norm: 4.1979 2021-07-17 00:53:50,386 - mmaction - INFO - Epoch [186][1040/1879] lr: 1.781e-02, eta: 1 day, 7:43:01, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7660, loss_cls: 1.9593, loss: 1.9593, grad_norm: 4.1362 2021-07-17 00:54:07,072 - mmaction - INFO - Epoch [186][1060/1879] lr: 1.781e-02, eta: 1 day, 7:42:39, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7730, loss_cls: 1.9613, loss: 1.9613, grad_norm: 4.2083 2021-07-17 00:54:23,692 - mmaction - INFO - Epoch [186][1080/1879] lr: 1.781e-02, eta: 1 day, 7:42:17, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7598, loss_cls: 2.0414, loss: 2.0414, grad_norm: 4.2261 2021-07-17 00:54:40,474 - mmaction - INFO - Epoch [186][1100/1879] lr: 1.781e-02, eta: 1 day, 7:41:56, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5211, top5_acc: 0.7496, loss_cls: 2.0703, loss: 2.0703, grad_norm: 4.2585 2021-07-17 00:54:57,009 - mmaction - INFO - Epoch [186][1120/1879] lr: 1.781e-02, eta: 1 day, 7:41:34, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5199, top5_acc: 0.7609, loss_cls: 2.0725, loss: 2.0725, grad_norm: 4.2599 2021-07-17 00:55:13,708 - mmaction - INFO - Epoch [186][1140/1879] lr: 1.781e-02, eta: 1 day, 7:41:13, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9516, loss: 1.9516, grad_norm: 4.2032 2021-07-17 00:55:30,530 - mmaction - INFO - Epoch [186][1160/1879] lr: 1.781e-02, eta: 1 day, 7:40:53, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7418, loss_cls: 2.0688, loss: 2.0688, grad_norm: 4.1766 2021-07-17 00:55:47,333 - mmaction - INFO - Epoch [186][1180/1879] lr: 1.781e-02, eta: 1 day, 7:40:32, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7602, loss_cls: 2.0290, loss: 2.0290, grad_norm: 4.0437 2021-07-17 00:56:04,097 - mmaction - INFO - Epoch [186][1200/1879] lr: 1.781e-02, eta: 1 day, 7:40:11, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7758, loss_cls: 1.9120, loss: 1.9120, grad_norm: 4.0487 2021-07-17 00:56:20,722 - mmaction - INFO - Epoch [186][1220/1879] lr: 1.781e-02, eta: 1 day, 7:39:49, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7676, loss_cls: 1.9842, loss: 1.9842, grad_norm: 4.1365 2021-07-17 00:56:37,439 - mmaction - INFO - Epoch [186][1240/1879] lr: 1.781e-02, eta: 1 day, 7:39:28, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7684, loss_cls: 1.9749, loss: 1.9749, grad_norm: 4.1179 2021-07-17 00:56:54,309 - mmaction - INFO - Epoch [186][1260/1879] lr: 1.781e-02, eta: 1 day, 7:39:08, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7758, loss_cls: 1.9065, loss: 1.9065, grad_norm: 4.1755 2021-07-17 00:57:10,990 - mmaction - INFO - Epoch [186][1280/1879] lr: 1.781e-02, eta: 1 day, 7:38:47, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7785, loss_cls: 1.9388, loss: 1.9388, grad_norm: 4.0885 2021-07-17 00:57:27,612 - mmaction - INFO - Epoch [186][1300/1879] lr: 1.781e-02, eta: 1 day, 7:38:25, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7621, loss_cls: 1.9985, loss: 1.9985, grad_norm: 4.1494 2021-07-17 00:57:44,291 - mmaction - INFO - Epoch [186][1320/1879] lr: 1.781e-02, eta: 1 day, 7:38:04, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7688, loss_cls: 1.9528, loss: 1.9528, grad_norm: 4.1758 2021-07-17 00:58:00,875 - mmaction - INFO - Epoch [186][1340/1879] lr: 1.781e-02, eta: 1 day, 7:37:42, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 1.9805, loss: 1.9805, grad_norm: 4.2459 2021-07-17 00:58:17,635 - mmaction - INFO - Epoch [186][1360/1879] lr: 1.781e-02, eta: 1 day, 7:37:21, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7727, loss_cls: 1.9433, loss: 1.9433, grad_norm: 4.1714 2021-07-17 00:58:34,241 - mmaction - INFO - Epoch [186][1380/1879] lr: 1.781e-02, eta: 1 day, 7:36:59, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7723, loss_cls: 1.9392, loss: 1.9392, grad_norm: 4.0739 2021-07-17 00:58:51,030 - mmaction - INFO - Epoch [186][1400/1879] lr: 1.781e-02, eta: 1 day, 7:36:39, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7684, loss_cls: 2.0022, loss: 2.0022, grad_norm: 4.1943 2021-07-17 00:59:07,781 - mmaction - INFO - Epoch [186][1420/1879] lr: 1.781e-02, eta: 1 day, 7:36:18, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7617, loss_cls: 2.0065, loss: 2.0065, grad_norm: 4.1791 2021-07-17 00:59:24,568 - mmaction - INFO - Epoch [186][1440/1879] lr: 1.781e-02, eta: 1 day, 7:35:57, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7566, loss_cls: 2.0572, loss: 2.0572, grad_norm: 4.1141 2021-07-17 00:59:41,240 - mmaction - INFO - Epoch [186][1460/1879] lr: 1.781e-02, eta: 1 day, 7:35:36, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0447, loss: 2.0447, grad_norm: 4.2313 2021-07-17 00:59:57,865 - mmaction - INFO - Epoch [186][1480/1879] lr: 1.781e-02, eta: 1 day, 7:35:15, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5207, top5_acc: 0.7527, loss_cls: 2.0686, loss: 2.0686, grad_norm: 4.1499 2021-07-17 01:00:14,697 - mmaction - INFO - Epoch [186][1500/1879] lr: 1.781e-02, eta: 1 day, 7:34:54, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7691, loss_cls: 1.9651, loss: 1.9651, grad_norm: 4.1475 2021-07-17 01:00:31,543 - mmaction - INFO - Epoch [186][1520/1879] lr: 1.781e-02, eta: 1 day, 7:34:34, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7793, loss_cls: 1.9478, loss: 1.9478, grad_norm: 4.2209 2021-07-17 01:00:48,245 - mmaction - INFO - Epoch [186][1540/1879] lr: 1.781e-02, eta: 1 day, 7:34:13, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7551, loss_cls: 2.0414, loss: 2.0414, grad_norm: 4.0946 2021-07-17 01:01:05,221 - mmaction - INFO - Epoch [186][1560/1879] lr: 1.781e-02, eta: 1 day, 7:33:54, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7723, loss_cls: 1.9237, loss: 1.9237, grad_norm: 4.1588 2021-07-17 01:01:21,943 - mmaction - INFO - Epoch [186][1580/1879] lr: 1.781e-02, eta: 1 day, 7:33:34, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7625, loss_cls: 1.9799, loss: 1.9799, grad_norm: 4.1990 2021-07-17 01:01:38,811 - mmaction - INFO - Epoch [186][1600/1879] lr: 1.781e-02, eta: 1 day, 7:33:13, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9955, loss: 1.9955, grad_norm: 4.1548 2021-07-17 01:01:55,431 - mmaction - INFO - Epoch [186][1620/1879] lr: 1.781e-02, eta: 1 day, 7:32:52, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7719, loss_cls: 1.9284, loss: 1.9284, grad_norm: 4.1079 2021-07-17 01:02:12,117 - mmaction - INFO - Epoch [186][1640/1879] lr: 1.781e-02, eta: 1 day, 7:32:31, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9723, loss: 1.9723, grad_norm: 4.1329 2021-07-17 01:02:28,895 - mmaction - INFO - Epoch [186][1660/1879] lr: 1.781e-02, eta: 1 day, 7:32:10, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7637, loss_cls: 2.0033, loss: 2.0033, grad_norm: 4.2752 2021-07-17 01:02:45,541 - mmaction - INFO - Epoch [186][1680/1879] lr: 1.781e-02, eta: 1 day, 7:31:49, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0414, loss: 2.0414, grad_norm: 4.2169 2021-07-17 01:03:02,325 - mmaction - INFO - Epoch [186][1700/1879] lr: 1.781e-02, eta: 1 day, 7:31:28, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5301, top5_acc: 0.7504, loss_cls: 2.0675, loss: 2.0675, grad_norm: 4.1028 2021-07-17 01:03:19,029 - mmaction - INFO - Epoch [186][1720/1879] lr: 1.781e-02, eta: 1 day, 7:31:07, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7660, loss_cls: 1.9726, loss: 1.9726, grad_norm: 4.0449 2021-07-17 01:03:35,863 - mmaction - INFO - Epoch [186][1740/1879] lr: 1.781e-02, eta: 1 day, 7:30:48, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7457, loss_cls: 2.0836, loss: 2.0836, grad_norm: 4.2604 2021-07-17 01:03:52,649 - mmaction - INFO - Epoch [186][1760/1879] lr: 1.781e-02, eta: 1 day, 7:30:27, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7656, loss_cls: 2.0074, loss: 2.0074, grad_norm: 4.2013 2021-07-17 01:04:09,369 - mmaction - INFO - Epoch [186][1780/1879] lr: 1.781e-02, eta: 1 day, 7:30:06, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7621, loss_cls: 2.0082, loss: 2.0082, grad_norm: 4.1389 2021-07-17 01:04:26,149 - mmaction - INFO - Epoch [186][1800/1879] lr: 1.781e-02, eta: 1 day, 7:29:46, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 1.9786, loss: 1.9786, grad_norm: 4.1293 2021-07-17 01:04:42,845 - mmaction - INFO - Epoch [186][1820/1879] lr: 1.781e-02, eta: 1 day, 7:29:25, time: 0.835, data_time: 0.007, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7828, loss_cls: 1.8718, loss: 1.8718, grad_norm: 4.0829 2021-07-17 01:04:59,709 - mmaction - INFO - Epoch [186][1840/1879] lr: 1.781e-02, eta: 1 day, 7:29:05, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7691, loss_cls: 1.9900, loss: 1.9900, grad_norm: 4.1461 2021-07-17 01:05:16,419 - mmaction - INFO - Epoch [186][1860/1879] lr: 1.781e-02, eta: 1 day, 7:28:44, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9869, loss: 1.9869, grad_norm: 4.1196 2021-07-17 01:05:39,843 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 01:05:39,847 - mmaction - INFO - 106 BN found 2021-07-17 01:10:27,028 - mmaction - INFO - BN stats updated 2021-07-17 01:11:53,300 - mmaction - INFO - Epoch [187][20/1879] lr: 1.734e-02, eta: 1 day, 7:34:04, time: 4.209, data_time: 3.380, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7652, loss_cls: 1.9613, loss: 1.9613, grad_norm: 4.0008 2021-07-17 01:12:09,575 - mmaction - INFO - Epoch [187][40/1879] lr: 1.734e-02, eta: 1 day, 7:33:40, time: 0.815, data_time: 0.011, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7801, loss_cls: 1.9355, loss: 1.9355, grad_norm: 4.0665 2021-07-17 01:12:25,828 - mmaction - INFO - Epoch [187][60/1879] lr: 1.734e-02, eta: 1 day, 7:33:15, time: 0.810, data_time: 0.006, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7688, loss_cls: 1.9432, loss: 1.9432, grad_norm: 4.0479 2021-07-17 01:12:42,066 - mmaction - INFO - Epoch [187][80/1879] lr: 1.734e-02, eta: 1 day, 7:32:51, time: 0.816, data_time: 0.006, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7621, loss_cls: 1.9720, loss: 1.9720, grad_norm: 4.1568 2021-07-17 01:12:58,571 - mmaction - INFO - Epoch [187][100/1879] lr: 1.734e-02, eta: 1 day, 7:32:28, time: 0.822, data_time: 0.003, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0014, loss: 2.0014, grad_norm: 4.1277 2021-07-17 01:13:15,098 - mmaction - INFO - Epoch [187][120/1879] lr: 1.734e-02, eta: 1 day, 7:32:06, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8966, loss: 1.8966, grad_norm: 4.1555 2021-07-17 01:13:31,648 - mmaction - INFO - Epoch [187][140/1879] lr: 1.734e-02, eta: 1 day, 7:31:44, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7754, loss_cls: 1.9398, loss: 1.9398, grad_norm: 4.2358 2021-07-17 01:13:48,198 - mmaction - INFO - Epoch [187][160/1879] lr: 1.734e-02, eta: 1 day, 7:31:22, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7598, loss_cls: 1.9688, loss: 1.9688, grad_norm: 4.1380 2021-07-17 01:14:04,827 - mmaction - INFO - Epoch [187][180/1879] lr: 1.734e-02, eta: 1 day, 7:31:00, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7684, loss_cls: 1.9913, loss: 1.9913, grad_norm: 4.1683 2021-07-17 01:14:21,428 - mmaction - INFO - Epoch [187][200/1879] lr: 1.734e-02, eta: 1 day, 7:30:37, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7641, loss_cls: 1.9904, loss: 1.9904, grad_norm: 4.1367 2021-07-17 01:14:38,069 - mmaction - INFO - Epoch [187][220/1879] lr: 1.734e-02, eta: 1 day, 7:30:16, time: 0.835, data_time: 0.007, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7645, loss_cls: 1.9880, loss: 1.9880, grad_norm: 4.0970 2021-07-17 01:14:54,627 - mmaction - INFO - Epoch [187][240/1879] lr: 1.734e-02, eta: 1 day, 7:29:54, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9632, loss: 1.9632, grad_norm: 4.1066 2021-07-17 01:15:11,347 - mmaction - INFO - Epoch [187][260/1879] lr: 1.734e-02, eta: 1 day, 7:29:33, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7848, loss_cls: 1.9515, loss: 1.9515, grad_norm: 4.1124 2021-07-17 01:15:28,196 - mmaction - INFO - Epoch [187][280/1879] lr: 1.734e-02, eta: 1 day, 7:29:13, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7715, loss_cls: 1.9221, loss: 1.9221, grad_norm: 4.1562 2021-07-17 01:15:44,822 - mmaction - INFO - Epoch [187][300/1879] lr: 1.734e-02, eta: 1 day, 7:28:51, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7836, loss_cls: 1.9115, loss: 1.9115, grad_norm: 4.1209 2021-07-17 01:16:01,541 - mmaction - INFO - Epoch [187][320/1879] lr: 1.734e-02, eta: 1 day, 7:28:30, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7738, loss_cls: 1.9572, loss: 1.9572, grad_norm: 4.1715 2021-07-17 01:16:18,210 - mmaction - INFO - Epoch [187][340/1879] lr: 1.734e-02, eta: 1 day, 7:28:08, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7664, loss_cls: 1.9718, loss: 1.9718, grad_norm: 4.1853 2021-07-17 01:16:34,858 - mmaction - INFO - Epoch [187][360/1879] lr: 1.734e-02, eta: 1 day, 7:27:47, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7738, loss_cls: 1.9110, loss: 1.9110, grad_norm: 4.1306 2021-07-17 01:16:51,538 - mmaction - INFO - Epoch [187][380/1879] lr: 1.734e-02, eta: 1 day, 7:27:26, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7738, loss_cls: 1.9517, loss: 1.9517, grad_norm: 4.1819 2021-07-17 01:17:08,295 - mmaction - INFO - Epoch [187][400/1879] lr: 1.734e-02, eta: 1 day, 7:27:04, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7598, loss_cls: 1.9628, loss: 1.9628, grad_norm: 4.2205 2021-07-17 01:17:24,953 - mmaction - INFO - Epoch [187][420/1879] lr: 1.734e-02, eta: 1 day, 7:26:43, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7676, loss_cls: 2.0083, loss: 2.0083, grad_norm: 4.3174 2021-07-17 01:17:41,696 - mmaction - INFO - Epoch [187][440/1879] lr: 1.734e-02, eta: 1 day, 7:26:22, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5219, top5_acc: 0.7621, loss_cls: 2.0333, loss: 2.0333, grad_norm: 4.1994 2021-07-17 01:17:58,401 - mmaction - INFO - Epoch [187][460/1879] lr: 1.734e-02, eta: 1 day, 7:26:01, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7668, loss_cls: 1.9868, loss: 1.9868, grad_norm: 4.0632 2021-07-17 01:18:15,093 - mmaction - INFO - Epoch [187][480/1879] lr: 1.734e-02, eta: 1 day, 7:25:40, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7824, loss_cls: 1.8768, loss: 1.8768, grad_norm: 3.9839 2021-07-17 01:18:31,827 - mmaction - INFO - Epoch [187][500/1879] lr: 1.734e-02, eta: 1 day, 7:25:19, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7746, loss_cls: 1.9736, loss: 1.9736, grad_norm: 4.1354 2021-07-17 01:18:48,505 - mmaction - INFO - Epoch [187][520/1879] lr: 1.734e-02, eta: 1 day, 7:24:58, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7680, loss_cls: 1.9828, loss: 1.9828, grad_norm: 4.1850 2021-07-17 01:19:05,169 - mmaction - INFO - Epoch [187][540/1879] lr: 1.734e-02, eta: 1 day, 7:24:37, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7695, loss_cls: 1.9347, loss: 1.9347, grad_norm: 4.1870 2021-07-17 01:19:22,005 - mmaction - INFO - Epoch [187][560/1879] lr: 1.734e-02, eta: 1 day, 7:24:16, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5156, top5_acc: 0.7387, loss_cls: 2.0973, loss: 2.0973, grad_norm: 4.3650 2021-07-17 01:19:38,624 - mmaction - INFO - Epoch [187][580/1879] lr: 1.734e-02, eta: 1 day, 7:23:55, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7660, loss_cls: 2.0011, loss: 2.0011, grad_norm: 4.2120 2021-07-17 01:19:55,384 - mmaction - INFO - Epoch [187][600/1879] lr: 1.734e-02, eta: 1 day, 7:23:34, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7609, loss_cls: 1.9955, loss: 1.9955, grad_norm: 4.2721 2021-07-17 01:20:12,128 - mmaction - INFO - Epoch [187][620/1879] lr: 1.734e-02, eta: 1 day, 7:23:13, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 1.9329, loss: 1.9329, grad_norm: 4.2559 2021-07-17 01:20:28,870 - mmaction - INFO - Epoch [187][640/1879] lr: 1.734e-02, eta: 1 day, 7:22:53, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7742, loss_cls: 1.9460, loss: 1.9460, grad_norm: 4.1749 2021-07-17 01:20:45,650 - mmaction - INFO - Epoch [187][660/1879] lr: 1.734e-02, eta: 1 day, 7:22:32, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5359, top5_acc: 0.7520, loss_cls: 2.0518, loss: 2.0518, grad_norm: 4.3086 2021-07-17 01:21:02,347 - mmaction - INFO - Epoch [187][680/1879] lr: 1.734e-02, eta: 1 day, 7:22:11, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7742, loss_cls: 1.9433, loss: 1.9433, grad_norm: 4.1190 2021-07-17 01:21:19,012 - mmaction - INFO - Epoch [187][700/1879] lr: 1.734e-02, eta: 1 day, 7:21:50, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7719, loss_cls: 1.9158, loss: 1.9158, grad_norm: 4.0776 2021-07-17 01:21:35,840 - mmaction - INFO - Epoch [187][720/1879] lr: 1.734e-02, eta: 1 day, 7:21:30, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7801, loss_cls: 1.9458, loss: 1.9458, grad_norm: 4.0722 2021-07-17 01:21:52,499 - mmaction - INFO - Epoch [187][740/1879] lr: 1.734e-02, eta: 1 day, 7:21:08, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7699, loss_cls: 1.9542, loss: 1.9542, grad_norm: 4.0714 2021-07-17 01:22:09,117 - mmaction - INFO - Epoch [187][760/1879] lr: 1.734e-02, eta: 1 day, 7:20:47, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7730, loss_cls: 1.9180, loss: 1.9180, grad_norm: 4.1649 2021-07-17 01:22:25,719 - mmaction - INFO - Epoch [187][780/1879] lr: 1.734e-02, eta: 1 day, 7:20:25, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7609, loss_cls: 1.9685, loss: 1.9685, grad_norm: 4.2643 2021-07-17 01:22:42,530 - mmaction - INFO - Epoch [187][800/1879] lr: 1.734e-02, eta: 1 day, 7:20:05, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7699, loss_cls: 1.9683, loss: 1.9683, grad_norm: 4.2171 2021-07-17 01:22:59,292 - mmaction - INFO - Epoch [187][820/1879] lr: 1.734e-02, eta: 1 day, 7:19:44, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7746, loss_cls: 1.9319, loss: 1.9319, grad_norm: 4.1751 2021-07-17 01:23:15,930 - mmaction - INFO - Epoch [187][840/1879] lr: 1.734e-02, eta: 1 day, 7:19:23, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.9214, loss: 1.9214, grad_norm: 4.1426 2021-07-17 01:23:32,514 - mmaction - INFO - Epoch [187][860/1879] lr: 1.734e-02, eta: 1 day, 7:19:01, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7594, loss_cls: 2.0224, loss: 2.0224, grad_norm: 4.2172 2021-07-17 01:23:49,330 - mmaction - INFO - Epoch [187][880/1879] lr: 1.734e-02, eta: 1 day, 7:18:41, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7625, loss_cls: 2.0221, loss: 2.0221, grad_norm: 4.2740 2021-07-17 01:24:06,077 - mmaction - INFO - Epoch [187][900/1879] lr: 1.734e-02, eta: 1 day, 7:18:21, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7641, loss_cls: 1.9797, loss: 1.9797, grad_norm: 4.1565 2021-07-17 01:24:22,780 - mmaction - INFO - Epoch [187][920/1879] lr: 1.734e-02, eta: 1 day, 7:17:59, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7746, loss_cls: 1.9369, loss: 1.9369, grad_norm: 4.0386 2021-07-17 01:24:39,462 - mmaction - INFO - Epoch [187][940/1879] lr: 1.734e-02, eta: 1 day, 7:17:39, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7645, loss_cls: 1.9652, loss: 1.9652, grad_norm: 4.2179 2021-07-17 01:24:56,125 - mmaction - INFO - Epoch [187][960/1879] lr: 1.734e-02, eta: 1 day, 7:17:17, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7691, loss_cls: 1.9779, loss: 1.9779, grad_norm: 4.1520 2021-07-17 01:25:12,895 - mmaction - INFO - Epoch [187][980/1879] lr: 1.734e-02, eta: 1 day, 7:16:57, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9932, loss: 1.9932, grad_norm: 4.2600 2021-07-17 01:25:29,521 - mmaction - INFO - Epoch [187][1000/1879] lr: 1.734e-02, eta: 1 day, 7:16:36, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7715, loss_cls: 1.9553, loss: 1.9553, grad_norm: 4.1889 2021-07-17 01:25:46,434 - mmaction - INFO - Epoch [187][1020/1879] lr: 1.734e-02, eta: 1 day, 7:16:16, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7617, loss_cls: 2.0064, loss: 2.0064, grad_norm: 4.2311 2021-07-17 01:26:03,071 - mmaction - INFO - Epoch [187][1040/1879] lr: 1.734e-02, eta: 1 day, 7:15:55, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9195, loss: 1.9195, grad_norm: 4.2458 2021-07-17 01:26:19,777 - mmaction - INFO - Epoch [187][1060/1879] lr: 1.734e-02, eta: 1 day, 7:15:34, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7812, loss_cls: 1.9459, loss: 1.9459, grad_norm: 4.1259 2021-07-17 01:26:36,435 - mmaction - INFO - Epoch [187][1080/1879] lr: 1.734e-02, eta: 1 day, 7:15:13, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7543, loss_cls: 2.0280, loss: 2.0280, grad_norm: 4.1811 2021-07-17 01:26:53,299 - mmaction - INFO - Epoch [187][1100/1879] lr: 1.734e-02, eta: 1 day, 7:14:53, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7637, loss_cls: 2.0263, loss: 2.0263, grad_norm: 4.2380 2021-07-17 01:27:09,902 - mmaction - INFO - Epoch [187][1120/1879] lr: 1.734e-02, eta: 1 day, 7:14:32, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7539, loss_cls: 1.9995, loss: 1.9995, grad_norm: 4.1877 2021-07-17 01:27:26,735 - mmaction - INFO - Epoch [187][1140/1879] lr: 1.734e-02, eta: 1 day, 7:14:11, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7789, loss_cls: 1.9334, loss: 1.9334, grad_norm: 4.1411 2021-07-17 01:27:43,429 - mmaction - INFO - Epoch [187][1160/1879] lr: 1.734e-02, eta: 1 day, 7:13:50, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9680, loss: 1.9680, grad_norm: 4.1811 2021-07-17 01:28:00,306 - mmaction - INFO - Epoch [187][1180/1879] lr: 1.734e-02, eta: 1 day, 7:13:31, time: 0.843, data_time: 0.007, memory: 6455, top1_acc: 0.5328, top5_acc: 0.7488, loss_cls: 2.0327, loss: 2.0327, grad_norm: 4.1326 2021-07-17 01:28:16,839 - mmaction - INFO - Epoch [187][1200/1879] lr: 1.734e-02, eta: 1 day, 7:13:09, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7809, loss_cls: 1.9150, loss: 1.9150, grad_norm: 4.1060 2021-07-17 01:28:33,562 - mmaction - INFO - Epoch [187][1220/1879] lr: 1.734e-02, eta: 1 day, 7:12:48, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7762, loss_cls: 1.9150, loss: 1.9150, grad_norm: 4.1989 2021-07-17 01:28:50,269 - mmaction - INFO - Epoch [187][1240/1879] lr: 1.734e-02, eta: 1 day, 7:12:28, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.9380, loss: 1.9380, grad_norm: 4.2117 2021-07-17 01:29:06,991 - mmaction - INFO - Epoch [187][1260/1879] lr: 1.734e-02, eta: 1 day, 7:12:07, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7621, loss_cls: 2.0055, loss: 2.0055, grad_norm: 4.2398 2021-07-17 01:29:23,788 - mmaction - INFO - Epoch [187][1280/1879] lr: 1.734e-02, eta: 1 day, 7:11:47, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7660, loss_cls: 2.0039, loss: 2.0039, grad_norm: 4.1771 2021-07-17 01:29:40,549 - mmaction - INFO - Epoch [187][1300/1879] lr: 1.734e-02, eta: 1 day, 7:11:27, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7723, loss_cls: 1.9382, loss: 1.9382, grad_norm: 4.1665 2021-07-17 01:29:57,173 - mmaction - INFO - Epoch [187][1320/1879] lr: 1.734e-02, eta: 1 day, 7:11:05, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9339, loss: 1.9339, grad_norm: 4.1133 2021-07-17 01:30:13,861 - mmaction - INFO - Epoch [187][1340/1879] lr: 1.734e-02, eta: 1 day, 7:10:44, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7602, loss_cls: 1.9679, loss: 1.9679, grad_norm: 4.1038 2021-07-17 01:30:30,375 - mmaction - INFO - Epoch [187][1360/1879] lr: 1.734e-02, eta: 1 day, 7:10:22, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7711, loss_cls: 1.9936, loss: 1.9936, grad_norm: 4.1917 2021-07-17 01:30:47,074 - mmaction - INFO - Epoch [187][1380/1879] lr: 1.734e-02, eta: 1 day, 7:10:02, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7547, loss_cls: 2.0090, loss: 2.0090, grad_norm: 4.1574 2021-07-17 01:31:03,894 - mmaction - INFO - Epoch [187][1400/1879] lr: 1.734e-02, eta: 1 day, 7:09:42, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7672, loss_cls: 2.0354, loss: 2.0354, grad_norm: 4.3114 2021-07-17 01:31:20,507 - mmaction - INFO - Epoch [187][1420/1879] lr: 1.734e-02, eta: 1 day, 7:09:20, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7707, loss_cls: 1.9267, loss: 1.9267, grad_norm: 4.1484 2021-07-17 01:31:37,285 - mmaction - INFO - Epoch [187][1440/1879] lr: 1.734e-02, eta: 1 day, 7:09:00, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7809, loss_cls: 1.9203, loss: 1.9203, grad_norm: 4.1965 2021-07-17 01:31:53,999 - mmaction - INFO - Epoch [187][1460/1879] lr: 1.734e-02, eta: 1 day, 7:08:40, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9851, loss: 1.9851, grad_norm: 4.1513 2021-07-17 01:32:10,699 - mmaction - INFO - Epoch [187][1480/1879] lr: 1.734e-02, eta: 1 day, 7:08:19, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5398, top5_acc: 0.7477, loss_cls: 2.0423, loss: 2.0423, grad_norm: 4.2263 2021-07-17 01:32:27,304 - mmaction - INFO - Epoch [187][1500/1879] lr: 1.734e-02, eta: 1 day, 7:07:58, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7629, loss_cls: 1.9957, loss: 1.9957, grad_norm: 4.1172 2021-07-17 01:32:44,047 - mmaction - INFO - Epoch [187][1520/1879] lr: 1.734e-02, eta: 1 day, 7:07:37, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9448, loss: 1.9448, grad_norm: 4.1328 2021-07-17 01:33:00,786 - mmaction - INFO - Epoch [187][1540/1879] lr: 1.734e-02, eta: 1 day, 7:07:17, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7723, loss_cls: 1.9719, loss: 1.9719, grad_norm: 4.1682 2021-07-17 01:33:17,513 - mmaction - INFO - Epoch [187][1560/1879] lr: 1.734e-02, eta: 1 day, 7:06:56, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5316, top5_acc: 0.7527, loss_cls: 2.0486, loss: 2.0486, grad_norm: 4.2302 2021-07-17 01:33:34,152 - mmaction - INFO - Epoch [187][1580/1879] lr: 1.734e-02, eta: 1 day, 7:06:35, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7574, loss_cls: 2.0055, loss: 2.0055, grad_norm: 4.2970 2021-07-17 01:33:50,804 - mmaction - INFO - Epoch [187][1600/1879] lr: 1.734e-02, eta: 1 day, 7:06:14, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7770, loss_cls: 1.9431, loss: 1.9431, grad_norm: 4.1572 2021-07-17 01:34:07,458 - mmaction - INFO - Epoch [187][1620/1879] lr: 1.734e-02, eta: 1 day, 7:05:53, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0661, loss: 2.0661, grad_norm: 4.4093 2021-07-17 01:34:24,230 - mmaction - INFO - Epoch [187][1640/1879] lr: 1.734e-02, eta: 1 day, 7:05:33, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7547, loss_cls: 2.0196, loss: 2.0196, grad_norm: 4.1142 2021-07-17 01:34:40,926 - mmaction - INFO - Epoch [187][1660/1879] lr: 1.734e-02, eta: 1 day, 7:05:12, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7656, loss_cls: 1.9784, loss: 1.9784, grad_norm: 4.1438 2021-07-17 01:34:57,447 - mmaction - INFO - Epoch [187][1680/1879] lr: 1.734e-02, eta: 1 day, 7:04:51, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7699, loss_cls: 1.9294, loss: 1.9294, grad_norm: 4.1521 2021-07-17 01:35:14,111 - mmaction - INFO - Epoch [187][1700/1879] lr: 1.734e-02, eta: 1 day, 7:04:30, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7828, loss_cls: 1.8914, loss: 1.8914, grad_norm: 4.1359 2021-07-17 01:35:31,008 - mmaction - INFO - Epoch [187][1720/1879] lr: 1.734e-02, eta: 1 day, 7:04:10, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7785, loss_cls: 1.9855, loss: 1.9855, grad_norm: 4.2557 2021-07-17 01:35:47,600 - mmaction - INFO - Epoch [187][1740/1879] lr: 1.734e-02, eta: 1 day, 7:03:49, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7504, loss_cls: 2.0540, loss: 2.0540, grad_norm: 4.2328 2021-07-17 01:36:04,381 - mmaction - INFO - Epoch [187][1760/1879] lr: 1.734e-02, eta: 1 day, 7:03:29, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7711, loss_cls: 1.9484, loss: 1.9484, grad_norm: 4.2038 2021-07-17 01:36:21,113 - mmaction - INFO - Epoch [187][1780/1879] lr: 1.734e-02, eta: 1 day, 7:03:09, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7645, loss_cls: 2.0010, loss: 2.0010, grad_norm: 4.2316 2021-07-17 01:36:37,756 - mmaction - INFO - Epoch [187][1800/1879] lr: 1.734e-02, eta: 1 day, 7:02:48, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7641, loss_cls: 1.9882, loss: 1.9882, grad_norm: 4.2155 2021-07-17 01:36:54,522 - mmaction - INFO - Epoch [187][1820/1879] lr: 1.734e-02, eta: 1 day, 7:02:28, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0601, loss: 2.0601, grad_norm: 4.3189 2021-07-17 01:37:11,222 - mmaction - INFO - Epoch [187][1840/1879] lr: 1.734e-02, eta: 1 day, 7:02:07, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7508, loss_cls: 2.0382, loss: 2.0382, grad_norm: 4.2546 2021-07-17 01:37:27,975 - mmaction - INFO - Epoch [187][1860/1879] lr: 1.734e-02, eta: 1 day, 7:01:47, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7566, loss_cls: 2.0297, loss: 2.0297, grad_norm: 4.2037 2021-07-17 01:37:55,581 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 01:37:55,590 - mmaction - INFO - 106 BN found 2021-07-17 01:42:35,660 - mmaction - INFO - BN stats updated 2021-07-17 01:43:57,779 - mmaction - INFO - Epoch [188][20/1879] lr: 1.688e-02, eta: 1 day, 7:06:04, time: 4.004, data_time: 2.693, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7648, loss_cls: 1.9729, loss: 1.9729, grad_norm: 4.1525 2021-07-17 01:44:13,871 - mmaction - INFO - Epoch [188][40/1879] lr: 1.688e-02, eta: 1 day, 7:05:39, time: 0.803, data_time: 0.004, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7648, loss_cls: 1.9708, loss: 1.9708, grad_norm: 4.3002 2021-07-17 01:44:30,207 - mmaction - INFO - Epoch [188][60/1879] lr: 1.688e-02, eta: 1 day, 7:05:16, time: 0.817, data_time: 0.003, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7773, loss_cls: 1.8999, loss: 1.8999, grad_norm: 4.1629 2021-07-17 01:44:46,989 - mmaction - INFO - Epoch [188][80/1879] lr: 1.688e-02, eta: 1 day, 7:04:56, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7637, loss_cls: 1.9838, loss: 1.9838, grad_norm: 4.2241 2021-07-17 01:45:04,244 - mmaction - INFO - Epoch [188][100/1879] lr: 1.688e-02, eta: 1 day, 7:04:39, time: 0.861, data_time: 0.001, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7703, loss_cls: 1.9323, loss: 1.9323, grad_norm: 4.2636 2021-07-17 01:45:21,396 - mmaction - INFO - Epoch [188][120/1879] lr: 1.688e-02, eta: 1 day, 7:04:21, time: 0.858, data_time: 0.003, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7578, loss_cls: 1.9840, loss: 1.9840, grad_norm: 4.1877 2021-07-17 01:45:38,489 - mmaction - INFO - Epoch [188][140/1879] lr: 1.688e-02, eta: 1 day, 7:04:02, time: 0.853, data_time: 0.004, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7703, loss_cls: 1.9221, loss: 1.9221, grad_norm: 4.1423 2021-07-17 01:45:55,614 - mmaction - INFO - Epoch [188][160/1879] lr: 1.688e-02, eta: 1 day, 7:03:44, time: 0.858, data_time: 0.004, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7668, loss_cls: 1.9291, loss: 1.9291, grad_norm: 4.2034 2021-07-17 01:46:12,066 - mmaction - INFO - Epoch [188][180/1879] lr: 1.688e-02, eta: 1 day, 7:03:22, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7605, loss_cls: 1.9931, loss: 1.9931, grad_norm: 4.1505 2021-07-17 01:46:28,706 - mmaction - INFO - Epoch [188][200/1879] lr: 1.688e-02, eta: 1 day, 7:03:01, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7645, loss_cls: 1.9813, loss: 1.9813, grad_norm: 4.1718 2021-07-17 01:46:45,247 - mmaction - INFO - Epoch [188][220/1879] lr: 1.688e-02, eta: 1 day, 7:02:39, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7625, loss_cls: 1.9734, loss: 1.9734, grad_norm: 4.1309 2021-07-17 01:47:01,828 - mmaction - INFO - Epoch [188][240/1879] lr: 1.688e-02, eta: 1 day, 7:02:17, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.9326, loss: 1.9326, grad_norm: 4.1504 2021-07-17 01:47:18,578 - mmaction - INFO - Epoch [188][260/1879] lr: 1.688e-02, eta: 1 day, 7:01:57, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7652, loss_cls: 1.9258, loss: 1.9258, grad_norm: 4.1031 2021-07-17 01:47:35,409 - mmaction - INFO - Epoch [188][280/1879] lr: 1.688e-02, eta: 1 day, 7:01:37, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7809, loss_cls: 1.8763, loss: 1.8763, grad_norm: 4.1735 2021-07-17 01:47:51,996 - mmaction - INFO - Epoch [188][300/1879] lr: 1.688e-02, eta: 1 day, 7:01:15, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.9141, loss: 1.9141, grad_norm: 4.1850 2021-07-17 01:48:08,744 - mmaction - INFO - Epoch [188][320/1879] lr: 1.688e-02, eta: 1 day, 7:00:55, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.1644 2021-07-17 01:48:25,465 - mmaction - INFO - Epoch [188][340/1879] lr: 1.688e-02, eta: 1 day, 7:00:34, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7656, loss_cls: 1.9213, loss: 1.9213, grad_norm: 4.1554 2021-07-17 01:48:42,123 - mmaction - INFO - Epoch [188][360/1879] lr: 1.688e-02, eta: 1 day, 7:00:13, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.8951, loss: 1.8951, grad_norm: 4.1965 2021-07-17 01:48:58,819 - mmaction - INFO - Epoch [188][380/1879] lr: 1.688e-02, eta: 1 day, 6:59:52, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7680, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.1843 2021-07-17 01:49:15,520 - mmaction - INFO - Epoch [188][400/1879] lr: 1.688e-02, eta: 1 day, 6:59:32, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7680, loss_cls: 1.9996, loss: 1.9996, grad_norm: 4.3156 2021-07-17 01:49:32,017 - mmaction - INFO - Epoch [188][420/1879] lr: 1.688e-02, eta: 1 day, 6:59:10, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7539, loss_cls: 1.9764, loss: 1.9764, grad_norm: 4.1283 2021-07-17 01:49:48,818 - mmaction - INFO - Epoch [188][440/1879] lr: 1.688e-02, eta: 1 day, 6:58:50, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7746, loss_cls: 1.9395, loss: 1.9395, grad_norm: 4.1969 2021-07-17 01:50:05,500 - mmaction - INFO - Epoch [188][460/1879] lr: 1.688e-02, eta: 1 day, 6:58:29, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7645, loss_cls: 2.0062, loss: 2.0062, grad_norm: 4.2599 2021-07-17 01:50:22,187 - mmaction - INFO - Epoch [188][480/1879] lr: 1.688e-02, eta: 1 day, 6:58:08, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7570, loss_cls: 1.9445, loss: 1.9445, grad_norm: 4.1954 2021-07-17 01:50:38,914 - mmaction - INFO - Epoch [188][500/1879] lr: 1.688e-02, eta: 1 day, 6:57:47, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5613, top5_acc: 0.7750, loss_cls: 1.9083, loss: 1.9083, grad_norm: 4.2211 2021-07-17 01:50:55,683 - mmaction - INFO - Epoch [188][520/1879] lr: 1.688e-02, eta: 1 day, 6:57:27, time: 0.839, data_time: 0.008, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7641, loss_cls: 1.9688, loss: 1.9688, grad_norm: 4.2539 2021-07-17 01:51:12,447 - mmaction - INFO - Epoch [188][540/1879] lr: 1.688e-02, eta: 1 day, 6:57:07, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7598, loss_cls: 1.9949, loss: 1.9949, grad_norm: 4.2465 2021-07-17 01:51:29,065 - mmaction - INFO - Epoch [188][560/1879] lr: 1.688e-02, eta: 1 day, 6:56:46, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7582, loss_cls: 1.9870, loss: 1.9870, grad_norm: 4.1238 2021-07-17 01:51:45,805 - mmaction - INFO - Epoch [188][580/1879] lr: 1.688e-02, eta: 1 day, 6:56:25, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7730, loss_cls: 1.9113, loss: 1.9113, grad_norm: 4.1509 2021-07-17 01:52:02,634 - mmaction - INFO - Epoch [188][600/1879] lr: 1.688e-02, eta: 1 day, 6:56:05, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7578, loss_cls: 2.0264, loss: 2.0264, grad_norm: 4.1592 2021-07-17 01:52:19,220 - mmaction - INFO - Epoch [188][620/1879] lr: 1.688e-02, eta: 1 day, 6:55:44, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7820, loss_cls: 1.8895, loss: 1.8895, grad_norm: 4.0969 2021-07-17 01:52:36,068 - mmaction - INFO - Epoch [188][640/1879] lr: 1.688e-02, eta: 1 day, 6:55:24, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7820, loss_cls: 1.8737, loss: 1.8737, grad_norm: 4.0840 2021-07-17 01:52:52,886 - mmaction - INFO - Epoch [188][660/1879] lr: 1.688e-02, eta: 1 day, 6:55:04, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7578, loss_cls: 1.9836, loss: 1.9836, grad_norm: 4.1396 2021-07-17 01:53:09,729 - mmaction - INFO - Epoch [188][680/1879] lr: 1.688e-02, eta: 1 day, 6:54:45, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7762, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.1330 2021-07-17 01:53:26,417 - mmaction - INFO - Epoch [188][700/1879] lr: 1.688e-02, eta: 1 day, 6:54:24, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7734, loss_cls: 1.9256, loss: 1.9256, grad_norm: 4.1553 2021-07-17 01:53:43,223 - mmaction - INFO - Epoch [188][720/1879] lr: 1.688e-02, eta: 1 day, 6:54:04, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0221, loss: 2.0221, grad_norm: 4.2466 2021-07-17 01:53:59,842 - mmaction - INFO - Epoch [188][740/1879] lr: 1.688e-02, eta: 1 day, 6:53:43, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7734, loss_cls: 1.9385, loss: 1.9385, grad_norm: 4.2052 2021-07-17 01:54:16,697 - mmaction - INFO - Epoch [188][760/1879] lr: 1.688e-02, eta: 1 day, 6:53:23, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7695, loss_cls: 1.9074, loss: 1.9074, grad_norm: 4.1525 2021-07-17 01:54:33,348 - mmaction - INFO - Epoch [188][780/1879] lr: 1.688e-02, eta: 1 day, 6:53:02, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.9036, loss: 1.9036, grad_norm: 4.2414 2021-07-17 01:54:50,183 - mmaction - INFO - Epoch [188][800/1879] lr: 1.688e-02, eta: 1 day, 6:52:43, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7719, loss_cls: 1.9638, loss: 1.9638, grad_norm: 4.1791 2021-07-17 01:55:06,992 - mmaction - INFO - Epoch [188][820/1879] lr: 1.688e-02, eta: 1 day, 6:52:23, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7672, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.1719 2021-07-17 01:55:23,780 - mmaction - INFO - Epoch [188][840/1879] lr: 1.688e-02, eta: 1 day, 6:52:03, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7668, loss_cls: 1.9732, loss: 1.9732, grad_norm: 4.2296 2021-07-17 01:55:40,478 - mmaction - INFO - Epoch [188][860/1879] lr: 1.688e-02, eta: 1 day, 6:51:42, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7734, loss_cls: 1.9579, loss: 1.9579, grad_norm: 4.2179 2021-07-17 01:55:57,153 - mmaction - INFO - Epoch [188][880/1879] lr: 1.688e-02, eta: 1 day, 6:51:21, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7809, loss_cls: 1.8965, loss: 1.8965, grad_norm: 4.1247 2021-07-17 01:56:13,946 - mmaction - INFO - Epoch [188][900/1879] lr: 1.688e-02, eta: 1 day, 6:51:01, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7715, loss_cls: 1.9534, loss: 1.9534, grad_norm: 4.2075 2021-07-17 01:56:30,751 - mmaction - INFO - Epoch [188][920/1879] lr: 1.688e-02, eta: 1 day, 6:50:41, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7617, loss_cls: 1.9828, loss: 1.9828, grad_norm: 4.3666 2021-07-17 01:56:47,520 - mmaction - INFO - Epoch [188][940/1879] lr: 1.688e-02, eta: 1 day, 6:50:21, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7637, loss_cls: 1.9735, loss: 1.9735, grad_norm: 4.2999 2021-07-17 01:57:04,266 - mmaction - INFO - Epoch [188][960/1879] lr: 1.688e-02, eta: 1 day, 6:50:01, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7621, loss_cls: 1.9528, loss: 1.9528, grad_norm: 4.2199 2021-07-17 01:57:20,939 - mmaction - INFO - Epoch [188][980/1879] lr: 1.688e-02, eta: 1 day, 6:49:40, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7762, loss_cls: 1.9104, loss: 1.9104, grad_norm: 4.2527 2021-07-17 01:57:37,687 - mmaction - INFO - Epoch [188][1000/1879] lr: 1.688e-02, eta: 1 day, 6:49:20, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7617, loss_cls: 1.9670, loss: 1.9670, grad_norm: 4.2630 2021-07-17 01:57:54,470 - mmaction - INFO - Epoch [188][1020/1879] lr: 1.688e-02, eta: 1 day, 6:49:00, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7641, loss_cls: 1.9564, loss: 1.9564, grad_norm: 4.1695 2021-07-17 01:58:11,125 - mmaction - INFO - Epoch [188][1040/1879] lr: 1.688e-02, eta: 1 day, 6:48:39, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7621, loss_cls: 2.0263, loss: 2.0263, grad_norm: 4.1957 2021-07-17 01:58:27,917 - mmaction - INFO - Epoch [188][1060/1879] lr: 1.688e-02, eta: 1 day, 6:48:19, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7656, loss_cls: 1.9935, loss: 1.9935, grad_norm: 4.2099 2021-07-17 01:58:44,670 - mmaction - INFO - Epoch [188][1080/1879] lr: 1.688e-02, eta: 1 day, 6:47:59, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7559, loss_cls: 1.9971, loss: 1.9971, grad_norm: 4.2877 2021-07-17 01:59:01,568 - mmaction - INFO - Epoch [188][1100/1879] lr: 1.688e-02, eta: 1 day, 6:47:40, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7762, loss_cls: 1.8922, loss: 1.8922, grad_norm: 4.1225 2021-07-17 01:59:18,238 - mmaction - INFO - Epoch [188][1120/1879] lr: 1.688e-02, eta: 1 day, 6:47:19, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7723, loss_cls: 1.9614, loss: 1.9614, grad_norm: 4.2618 2021-07-17 01:59:34,960 - mmaction - INFO - Epoch [188][1140/1879] lr: 1.688e-02, eta: 1 day, 6:46:59, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7633, loss_cls: 1.9972, loss: 1.9972, grad_norm: 4.3566 2021-07-17 01:59:51,707 - mmaction - INFO - Epoch [188][1160/1879] lr: 1.688e-02, eta: 1 day, 6:46:39, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7566, loss_cls: 2.0661, loss: 2.0661, grad_norm: 4.3529 2021-07-17 02:00:08,421 - mmaction - INFO - Epoch [188][1180/1879] lr: 1.688e-02, eta: 1 day, 6:46:18, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5367, top5_acc: 0.7559, loss_cls: 2.0167, loss: 2.0167, grad_norm: 4.2348 2021-07-17 02:00:25,194 - mmaction - INFO - Epoch [188][1200/1879] lr: 1.688e-02, eta: 1 day, 6:45:58, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7707, loss_cls: 1.9601, loss: 1.9601, grad_norm: 4.1466 2021-07-17 02:00:42,016 - mmaction - INFO - Epoch [188][1220/1879] lr: 1.688e-02, eta: 1 day, 6:45:39, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7777, loss_cls: 1.9336, loss: 1.9336, grad_norm: 4.1713 2021-07-17 02:00:58,722 - mmaction - INFO - Epoch [188][1240/1879] lr: 1.688e-02, eta: 1 day, 6:45:18, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7859, loss_cls: 1.8868, loss: 1.8868, grad_norm: 4.2046 2021-07-17 02:01:15,494 - mmaction - INFO - Epoch [188][1260/1879] lr: 1.688e-02, eta: 1 day, 6:44:58, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7621, loss_cls: 1.9467, loss: 1.9467, grad_norm: 4.1654 2021-07-17 02:01:32,188 - mmaction - INFO - Epoch [188][1280/1879] lr: 1.688e-02, eta: 1 day, 6:44:38, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7652, loss_cls: 1.9605, loss: 1.9605, grad_norm: 4.1409 2021-07-17 02:01:48,864 - mmaction - INFO - Epoch [188][1300/1879] lr: 1.688e-02, eta: 1 day, 6:44:17, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7777, loss_cls: 1.9346, loss: 1.9346, grad_norm: 4.2069 2021-07-17 02:02:05,578 - mmaction - INFO - Epoch [188][1320/1879] lr: 1.688e-02, eta: 1 day, 6:43:57, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7844, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.1163 2021-07-17 02:02:22,363 - mmaction - INFO - Epoch [188][1340/1879] lr: 1.688e-02, eta: 1 day, 6:43:37, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7660, loss_cls: 1.9679, loss: 1.9679, grad_norm: 4.3069 2021-07-17 02:02:38,989 - mmaction - INFO - Epoch [188][1360/1879] lr: 1.688e-02, eta: 1 day, 6:43:16, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7551, loss_cls: 2.0386, loss: 2.0386, grad_norm: 4.2835 2021-07-17 02:02:55,873 - mmaction - INFO - Epoch [188][1380/1879] lr: 1.688e-02, eta: 1 day, 6:42:57, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7672, loss_cls: 1.9567, loss: 1.9567, grad_norm: 4.1909 2021-07-17 02:03:12,691 - mmaction - INFO - Epoch [188][1400/1879] lr: 1.688e-02, eta: 1 day, 6:42:37, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7695, loss_cls: 1.9936, loss: 1.9936, grad_norm: 4.3073 2021-07-17 02:03:29,236 - mmaction - INFO - Epoch [188][1420/1879] lr: 1.688e-02, eta: 1 day, 6:42:16, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7543, loss_cls: 2.0220, loss: 2.0220, grad_norm: 4.2220 2021-07-17 02:03:45,934 - mmaction - INFO - Epoch [188][1440/1879] lr: 1.688e-02, eta: 1 day, 6:41:55, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7707, loss_cls: 1.9302, loss: 1.9302, grad_norm: 4.1208 2021-07-17 02:04:02,765 - mmaction - INFO - Epoch [188][1460/1879] lr: 1.688e-02, eta: 1 day, 6:41:36, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7613, loss_cls: 1.9818, loss: 1.9818, grad_norm: 4.2969 2021-07-17 02:04:19,523 - mmaction - INFO - Epoch [188][1480/1879] lr: 1.688e-02, eta: 1 day, 6:41:16, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7676, loss_cls: 1.9715, loss: 1.9715, grad_norm: 4.2836 2021-07-17 02:04:36,239 - mmaction - INFO - Epoch [188][1500/1879] lr: 1.688e-02, eta: 1 day, 6:40:55, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 1.9509, loss: 1.9509, grad_norm: 4.2034 2021-07-17 02:04:52,962 - mmaction - INFO - Epoch [188][1520/1879] lr: 1.688e-02, eta: 1 day, 6:40:35, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7723, loss_cls: 1.9425, loss: 1.9425, grad_norm: 4.1717 2021-07-17 02:05:09,678 - mmaction - INFO - Epoch [188][1540/1879] lr: 1.688e-02, eta: 1 day, 6:40:15, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7664, loss_cls: 1.9228, loss: 1.9228, grad_norm: 4.1657 2021-07-17 02:05:26,264 - mmaction - INFO - Epoch [188][1560/1879] lr: 1.688e-02, eta: 1 day, 6:39:54, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7699, loss_cls: 1.9306, loss: 1.9306, grad_norm: 4.1507 2021-07-17 02:05:43,097 - mmaction - INFO - Epoch [188][1580/1879] lr: 1.688e-02, eta: 1 day, 6:39:34, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7629, loss_cls: 1.9629, loss: 1.9629, grad_norm: 4.2154 2021-07-17 02:05:59,707 - mmaction - INFO - Epoch [188][1600/1879] lr: 1.688e-02, eta: 1 day, 6:39:14, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0432, loss: 2.0432, grad_norm: 4.2132 2021-07-17 02:06:16,612 - mmaction - INFO - Epoch [188][1620/1879] lr: 1.688e-02, eta: 1 day, 6:38:54, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7738, loss_cls: 1.9160, loss: 1.9160, grad_norm: 4.1188 2021-07-17 02:06:33,201 - mmaction - INFO - Epoch [188][1640/1879] lr: 1.688e-02, eta: 1 day, 6:38:33, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7621, loss_cls: 1.9639, loss: 1.9639, grad_norm: 4.2487 2021-07-17 02:06:50,008 - mmaction - INFO - Epoch [188][1660/1879] lr: 1.688e-02, eta: 1 day, 6:38:14, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7617, loss_cls: 2.0332, loss: 2.0332, grad_norm: 4.3375 2021-07-17 02:07:06,805 - mmaction - INFO - Epoch [188][1680/1879] lr: 1.688e-02, eta: 1 day, 6:37:54, time: 0.839, data_time: 0.000, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7629, loss_cls: 2.0088, loss: 2.0088, grad_norm: 4.1770 2021-07-17 02:07:23,452 - mmaction - INFO - Epoch [188][1700/1879] lr: 1.688e-02, eta: 1 day, 6:37:33, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7793, loss_cls: 1.9429, loss: 1.9429, grad_norm: 4.2372 2021-07-17 02:07:40,010 - mmaction - INFO - Epoch [188][1720/1879] lr: 1.688e-02, eta: 1 day, 6:37:12, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7641, loss_cls: 2.0007, loss: 2.0007, grad_norm: 4.2128 2021-07-17 02:07:56,634 - mmaction - INFO - Epoch [188][1740/1879] lr: 1.688e-02, eta: 1 day, 6:36:52, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9969, loss: 1.9969, grad_norm: 4.2915 2021-07-17 02:08:13,444 - mmaction - INFO - Epoch [188][1760/1879] lr: 1.688e-02, eta: 1 day, 6:36:32, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5293, top5_acc: 0.7496, loss_cls: 2.0447, loss: 2.0447, grad_norm: 4.3023 2021-07-17 02:08:30,156 - mmaction - INFO - Epoch [188][1780/1879] lr: 1.688e-02, eta: 1 day, 6:36:12, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7707, loss_cls: 1.9591, loss: 1.9591, grad_norm: 4.1039 2021-07-17 02:08:46,876 - mmaction - INFO - Epoch [188][1800/1879] lr: 1.688e-02, eta: 1 day, 6:35:52, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5371, top5_acc: 0.7629, loss_cls: 1.9849, loss: 1.9849, grad_norm: 4.1864 2021-07-17 02:09:03,647 - mmaction - INFO - Epoch [188][1820/1879] lr: 1.688e-02, eta: 1 day, 6:35:32, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5188, top5_acc: 0.7457, loss_cls: 2.0888, loss: 2.0888, grad_norm: 4.3062 2021-07-17 02:09:20,168 - mmaction - INFO - Epoch [188][1840/1879] lr: 1.688e-02, eta: 1 day, 6:35:10, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7711, loss_cls: 1.9741, loss: 1.9741, grad_norm: 4.1549 2021-07-17 02:09:36,924 - mmaction - INFO - Epoch [188][1860/1879] lr: 1.688e-02, eta: 1 day, 6:34:51, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7758, loss_cls: 1.9557, loss: 1.9557, grad_norm: 4.1929 2021-07-17 02:09:58,240 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 02:09:58,244 - mmaction - INFO - 106 BN found 2021-07-17 02:14:48,795 - mmaction - INFO - BN stats updated 2021-07-17 02:14:50,816 - mmaction - INFO - Saving checkpoint at 188 epochs 2021-07-17 02:15:53,766 - mmaction - INFO - Epoch [189][20/1879] lr: 1.642e-02, eta: 1 day, 6:36:42, time: 2.963, data_time: 1.776, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7773, loss_cls: 1.9264, loss: 1.9264, grad_norm: 4.0903 2021-07-17 02:16:10,015 - mmaction - INFO - Epoch [189][40/1879] lr: 1.642e-02, eta: 1 day, 6:36:20, time: 0.814, data_time: 0.006, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7738, loss_cls: 1.9296, loss: 1.9296, grad_norm: 4.2070 2021-07-17 02:16:26,143 - mmaction - INFO - Epoch [189][60/1879] lr: 1.642e-02, eta: 1 day, 6:35:56, time: 0.804, data_time: 0.003, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7785, loss_cls: 1.8903, loss: 1.8903, grad_norm: 4.0940 2021-07-17 02:16:42,634 - mmaction - INFO - Epoch [189][80/1879] lr: 1.642e-02, eta: 1 day, 6:35:34, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7695, loss_cls: 1.9402, loss: 1.9402, grad_norm: 4.2407 2021-07-17 02:16:59,209 - mmaction - INFO - Epoch [189][100/1879] lr: 1.642e-02, eta: 1 day, 6:35:13, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7660, loss_cls: 1.9404, loss: 1.9404, grad_norm: 4.2523 2021-07-17 02:17:15,907 - mmaction - INFO - Epoch [189][120/1879] lr: 1.642e-02, eta: 1 day, 6:34:53, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7672, loss_cls: 1.9386, loss: 1.9386, grad_norm: 4.1459 2021-07-17 02:17:32,394 - mmaction - INFO - Epoch [189][140/1879] lr: 1.642e-02, eta: 1 day, 6:34:31, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5309, top5_acc: 0.7645, loss_cls: 2.0093, loss: 2.0093, grad_norm: 4.3088 2021-07-17 02:17:49,049 - mmaction - INFO - Epoch [189][160/1879] lr: 1.642e-02, eta: 1 day, 6:34:11, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7613, loss_cls: 1.9862, loss: 1.9862, grad_norm: 4.2185 2021-07-17 02:18:05,754 - mmaction - INFO - Epoch [189][180/1879] lr: 1.642e-02, eta: 1 day, 6:33:51, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7523, loss_cls: 2.0390, loss: 2.0390, grad_norm: 4.2180 2021-07-17 02:18:22,523 - mmaction - INFO - Epoch [189][200/1879] lr: 1.642e-02, eta: 1 day, 6:33:30, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7570, loss_cls: 2.0259, loss: 2.0259, grad_norm: 4.2717 2021-07-17 02:18:39,027 - mmaction - INFO - Epoch [189][220/1879] lr: 1.642e-02, eta: 1 day, 6:33:09, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9425, loss: 1.9425, grad_norm: 4.1783 2021-07-17 02:18:55,627 - mmaction - INFO - Epoch [189][240/1879] lr: 1.642e-02, eta: 1 day, 6:32:48, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7848, loss_cls: 1.8973, loss: 1.8973, grad_norm: 4.1758 2021-07-17 02:19:12,000 - mmaction - INFO - Epoch [189][260/1879] lr: 1.642e-02, eta: 1 day, 6:32:26, time: 0.818, data_time: 0.001, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7930, loss_cls: 1.8215, loss: 1.8215, grad_norm: 4.1413 2021-07-17 02:19:28,722 - mmaction - INFO - Epoch [189][280/1879] lr: 1.642e-02, eta: 1 day, 6:32:06, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0268, loss: 2.0268, grad_norm: 4.3251 2021-07-17 02:19:45,286 - mmaction - INFO - Epoch [189][300/1879] lr: 1.642e-02, eta: 1 day, 6:31:45, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7766, loss_cls: 1.9609, loss: 1.9609, grad_norm: 4.2173 2021-07-17 02:20:02,046 - mmaction - INFO - Epoch [189][320/1879] lr: 1.642e-02, eta: 1 day, 6:31:25, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7684, loss_cls: 1.9470, loss: 1.9470, grad_norm: 4.1661 2021-07-17 02:20:18,870 - mmaction - INFO - Epoch [189][340/1879] lr: 1.642e-02, eta: 1 day, 6:31:05, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7703, loss_cls: 1.9438, loss: 1.9438, grad_norm: 4.2563 2021-07-17 02:20:35,531 - mmaction - INFO - Epoch [189][360/1879] lr: 1.642e-02, eta: 1 day, 6:30:45, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7664, loss_cls: 1.9307, loss: 1.9307, grad_norm: 4.1153 2021-07-17 02:20:52,201 - mmaction - INFO - Epoch [189][380/1879] lr: 1.642e-02, eta: 1 day, 6:30:25, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7707, loss_cls: 1.9603, loss: 1.9603, grad_norm: 4.2200 2021-07-17 02:21:08,994 - mmaction - INFO - Epoch [189][400/1879] lr: 1.642e-02, eta: 1 day, 6:30:05, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7621, loss_cls: 1.9957, loss: 1.9957, grad_norm: 4.2925 2021-07-17 02:21:25,588 - mmaction - INFO - Epoch [189][420/1879] lr: 1.642e-02, eta: 1 day, 6:29:44, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7539, loss_cls: 2.0008, loss: 2.0008, grad_norm: 4.1554 2021-07-17 02:21:42,365 - mmaction - INFO - Epoch [189][440/1879] lr: 1.642e-02, eta: 1 day, 6:29:24, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7766, loss_cls: 1.8581, loss: 1.8581, grad_norm: 4.2692 2021-07-17 02:21:59,167 - mmaction - INFO - Epoch [189][460/1879] lr: 1.642e-02, eta: 1 day, 6:29:04, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7707, loss_cls: 1.9438, loss: 1.9438, grad_norm: 4.2453 2021-07-17 02:22:15,960 - mmaction - INFO - Epoch [189][480/1879] lr: 1.642e-02, eta: 1 day, 6:28:45, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9676, loss: 1.9676, grad_norm: 4.1944 2021-07-17 02:22:32,729 - mmaction - INFO - Epoch [189][500/1879] lr: 1.642e-02, eta: 1 day, 6:28:25, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7738, loss_cls: 1.9534, loss: 1.9534, grad_norm: 4.1304 2021-07-17 02:22:49,531 - mmaction - INFO - Epoch [189][520/1879] lr: 1.642e-02, eta: 1 day, 6:28:05, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7738, loss_cls: 1.9693, loss: 1.9693, grad_norm: 4.1275 2021-07-17 02:23:06,390 - mmaction - INFO - Epoch [189][540/1879] lr: 1.642e-02, eta: 1 day, 6:27:46, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7699, loss_cls: 1.9540, loss: 1.9540, grad_norm: 4.2210 2021-07-17 02:23:23,147 - mmaction - INFO - Epoch [189][560/1879] lr: 1.642e-02, eta: 1 day, 6:27:26, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7754, loss_cls: 1.9577, loss: 1.9577, grad_norm: 4.2630 2021-07-17 02:23:39,944 - mmaction - INFO - Epoch [189][580/1879] lr: 1.642e-02, eta: 1 day, 6:27:06, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7621, loss_cls: 1.9865, loss: 1.9865, grad_norm: 4.1461 2021-07-17 02:23:56,597 - mmaction - INFO - Epoch [189][600/1879] lr: 1.642e-02, eta: 1 day, 6:26:46, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7777, loss_cls: 1.9591, loss: 1.9591, grad_norm: 4.2344 2021-07-17 02:24:13,206 - mmaction - INFO - Epoch [189][620/1879] lr: 1.642e-02, eta: 1 day, 6:26:25, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7742, loss_cls: 1.9238, loss: 1.9238, grad_norm: 4.1738 2021-07-17 02:24:29,953 - mmaction - INFO - Epoch [189][640/1879] lr: 1.642e-02, eta: 1 day, 6:26:05, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7590, loss_cls: 1.9762, loss: 1.9762, grad_norm: 4.1781 2021-07-17 02:24:46,687 - mmaction - INFO - Epoch [189][660/1879] lr: 1.642e-02, eta: 1 day, 6:25:45, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7695, loss_cls: 1.9456, loss: 1.9456, grad_norm: 4.1096 2021-07-17 02:25:03,161 - mmaction - INFO - Epoch [189][680/1879] lr: 1.642e-02, eta: 1 day, 6:25:24, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7723, loss_cls: 1.9407, loss: 1.9407, grad_norm: 4.1511 2021-07-17 02:25:19,823 - mmaction - INFO - Epoch [189][700/1879] lr: 1.642e-02, eta: 1 day, 6:25:04, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7746, loss_cls: 1.9596, loss: 1.9596, grad_norm: 4.2306 2021-07-17 02:25:36,813 - mmaction - INFO - Epoch [189][720/1879] lr: 1.642e-02, eta: 1 day, 6:24:45, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.5332, top5_acc: 0.7590, loss_cls: 2.0138, loss: 2.0138, grad_norm: 4.2524 2021-07-17 02:25:53,599 - mmaction - INFO - Epoch [189][740/1879] lr: 1.642e-02, eta: 1 day, 6:24:25, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7703, loss_cls: 1.9177, loss: 1.9177, grad_norm: 4.2274 2021-07-17 02:26:10,378 - mmaction - INFO - Epoch [189][760/1879] lr: 1.642e-02, eta: 1 day, 6:24:05, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5355, top5_acc: 0.7551, loss_cls: 2.0051, loss: 2.0051, grad_norm: 4.3531 2021-07-17 02:26:27,107 - mmaction - INFO - Epoch [189][780/1879] lr: 1.642e-02, eta: 1 day, 6:23:46, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7566, loss_cls: 2.0039, loss: 2.0039, grad_norm: 4.3250 2021-07-17 02:26:43,892 - mmaction - INFO - Epoch [189][800/1879] lr: 1.642e-02, eta: 1 day, 6:23:26, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7742, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.1565 2021-07-17 02:27:00,685 - mmaction - INFO - Epoch [189][820/1879] lr: 1.642e-02, eta: 1 day, 6:23:06, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 2.0058, loss: 2.0058, grad_norm: 4.3060 2021-07-17 02:27:17,285 - mmaction - INFO - Epoch [189][840/1879] lr: 1.642e-02, eta: 1 day, 6:22:45, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.8949, loss: 1.8949, grad_norm: 4.2413 2021-07-17 02:27:34,038 - mmaction - INFO - Epoch [189][860/1879] lr: 1.642e-02, eta: 1 day, 6:22:26, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7758, loss_cls: 1.9468, loss: 1.9468, grad_norm: 4.2385 2021-07-17 02:27:50,926 - mmaction - INFO - Epoch [189][880/1879] lr: 1.642e-02, eta: 1 day, 6:22:06, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7738, loss_cls: 1.9195, loss: 1.9195, grad_norm: 4.2156 2021-07-17 02:28:07,654 - mmaction - INFO - Epoch [189][900/1879] lr: 1.642e-02, eta: 1 day, 6:21:47, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7797, loss_cls: 1.9363, loss: 1.9363, grad_norm: 4.2553 2021-07-17 02:28:24,417 - mmaction - INFO - Epoch [189][920/1879] lr: 1.642e-02, eta: 1 day, 6:21:27, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.9115, loss: 1.9115, grad_norm: 4.1407 2021-07-17 02:28:41,079 - mmaction - INFO - Epoch [189][940/1879] lr: 1.642e-02, eta: 1 day, 6:21:07, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7859, loss_cls: 1.9013, loss: 1.9013, grad_norm: 4.1676 2021-07-17 02:28:57,910 - mmaction - INFO - Epoch [189][960/1879] lr: 1.642e-02, eta: 1 day, 6:20:47, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7715, loss_cls: 1.9242, loss: 1.9242, grad_norm: 4.2491 2021-07-17 02:29:14,472 - mmaction - INFO - Epoch [189][980/1879] lr: 1.642e-02, eta: 1 day, 6:20:26, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7738, loss_cls: 1.9250, loss: 1.9250, grad_norm: 4.1788 2021-07-17 02:29:31,210 - mmaction - INFO - Epoch [189][1000/1879] lr: 1.642e-02, eta: 1 day, 6:20:07, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7750, loss_cls: 1.9241, loss: 1.9241, grad_norm: 4.3262 2021-07-17 02:29:47,990 - mmaction - INFO - Epoch [189][1020/1879] lr: 1.642e-02, eta: 1 day, 6:19:47, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7766, loss_cls: 1.8963, loss: 1.8963, grad_norm: 4.1688 2021-07-17 02:30:04,694 - mmaction - INFO - Epoch [189][1040/1879] lr: 1.642e-02, eta: 1 day, 6:19:27, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7582, loss_cls: 1.9856, loss: 1.9856, grad_norm: 4.2674 2021-07-17 02:30:21,354 - mmaction - INFO - Epoch [189][1060/1879] lr: 1.642e-02, eta: 1 day, 6:19:06, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7648, loss_cls: 1.9871, loss: 1.9871, grad_norm: 4.3098 2021-07-17 02:30:38,119 - mmaction - INFO - Epoch [189][1080/1879] lr: 1.642e-02, eta: 1 day, 6:18:47, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7598, loss_cls: 2.0090, loss: 2.0090, grad_norm: 4.2569 2021-07-17 02:30:54,940 - mmaction - INFO - Epoch [189][1100/1879] lr: 1.642e-02, eta: 1 day, 6:18:27, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7730, loss_cls: 1.9730, loss: 1.9730, grad_norm: 4.3189 2021-07-17 02:31:11,720 - mmaction - INFO - Epoch [189][1120/1879] lr: 1.642e-02, eta: 1 day, 6:18:08, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7750, loss_cls: 1.9669, loss: 1.9669, grad_norm: 4.3181 2021-07-17 02:31:28,360 - mmaction - INFO - Epoch [189][1140/1879] lr: 1.642e-02, eta: 1 day, 6:17:47, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7785, loss_cls: 1.8729, loss: 1.8729, grad_norm: 4.1784 2021-07-17 02:31:45,149 - mmaction - INFO - Epoch [189][1160/1879] lr: 1.642e-02, eta: 1 day, 6:17:28, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7926, loss_cls: 1.8127, loss: 1.8127, grad_norm: 4.1192 2021-07-17 02:32:01,881 - mmaction - INFO - Epoch [189][1180/1879] lr: 1.642e-02, eta: 1 day, 6:17:08, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7531, loss_cls: 1.9980, loss: 1.9980, grad_norm: 4.3128 2021-07-17 02:32:18,804 - mmaction - INFO - Epoch [189][1200/1879] lr: 1.642e-02, eta: 1 day, 6:16:49, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.5238, top5_acc: 0.7473, loss_cls: 2.0623, loss: 2.0623, grad_norm: 4.2276 2021-07-17 02:32:35,493 - mmaction - INFO - Epoch [189][1220/1879] lr: 1.642e-02, eta: 1 day, 6:16:29, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7695, loss_cls: 1.9401, loss: 1.9401, grad_norm: 4.1960 2021-07-17 02:32:52,266 - mmaction - INFO - Epoch [189][1240/1879] lr: 1.642e-02, eta: 1 day, 6:16:09, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7738, loss_cls: 1.9390, loss: 1.9390, grad_norm: 4.2263 2021-07-17 02:33:09,279 - mmaction - INFO - Epoch [189][1260/1879] lr: 1.642e-02, eta: 1 day, 6:15:51, time: 0.848, data_time: 0.002, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7680, loss_cls: 1.9521, loss: 1.9521, grad_norm: 4.2934 2021-07-17 02:33:26,059 - mmaction - INFO - Epoch [189][1280/1879] lr: 1.642e-02, eta: 1 day, 6:15:32, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7488, loss_cls: 1.9770, loss: 1.9770, grad_norm: 4.1644 2021-07-17 02:33:42,882 - mmaction - INFO - Epoch [189][1300/1879] lr: 1.642e-02, eta: 1 day, 6:15:12, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7668, loss_cls: 1.9688, loss: 1.9688, grad_norm: 4.2630 2021-07-17 02:33:59,687 - mmaction - INFO - Epoch [189][1320/1879] lr: 1.642e-02, eta: 1 day, 6:14:53, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7660, loss_cls: 1.9877, loss: 1.9877, grad_norm: 4.2392 2021-07-17 02:34:16,287 - mmaction - INFO - Epoch [189][1340/1879] lr: 1.642e-02, eta: 1 day, 6:14:32, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7957, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.2660 2021-07-17 02:34:33,050 - mmaction - INFO - Epoch [189][1360/1879] lr: 1.642e-02, eta: 1 day, 6:14:13, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 2.0105, loss: 2.0105, grad_norm: 4.2843 2021-07-17 02:34:49,916 - mmaction - INFO - Epoch [189][1380/1879] lr: 1.642e-02, eta: 1 day, 6:13:53, time: 0.843, data_time: 0.007, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7750, loss_cls: 1.9034, loss: 1.9034, grad_norm: 4.1107 2021-07-17 02:35:06,545 - mmaction - INFO - Epoch [189][1400/1879] lr: 1.642e-02, eta: 1 day, 6:13:33, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7727, loss_cls: 1.9359, loss: 1.9359, grad_norm: 4.1987 2021-07-17 02:35:23,319 - mmaction - INFO - Epoch [189][1420/1879] lr: 1.642e-02, eta: 1 day, 6:13:13, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7742, loss_cls: 1.8814, loss: 1.8814, grad_norm: 4.1559 2021-07-17 02:35:40,018 - mmaction - INFO - Epoch [189][1440/1879] lr: 1.642e-02, eta: 1 day, 6:12:54, time: 0.836, data_time: 0.007, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9541, loss: 1.9541, grad_norm: 4.2041 2021-07-17 02:35:56,898 - mmaction - INFO - Epoch [189][1460/1879] lr: 1.642e-02, eta: 1 day, 6:12:35, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7730, loss_cls: 1.9465, loss: 1.9465, grad_norm: 4.2048 2021-07-17 02:36:13,605 - mmaction - INFO - Epoch [189][1480/1879] lr: 1.642e-02, eta: 1 day, 6:12:15, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7594, loss_cls: 1.9817, loss: 1.9817, grad_norm: 4.2027 2021-07-17 02:36:30,393 - mmaction - INFO - Epoch [189][1500/1879] lr: 1.642e-02, eta: 1 day, 6:11:55, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7617, loss_cls: 1.9712, loss: 1.9712, grad_norm: 4.2824 2021-07-17 02:36:47,348 - mmaction - INFO - Epoch [189][1520/1879] lr: 1.642e-02, eta: 1 day, 6:11:37, time: 0.849, data_time: 0.006, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7574, loss_cls: 1.9942, loss: 1.9942, grad_norm: 4.2349 2021-07-17 02:37:04,099 - mmaction - INFO - Epoch [189][1540/1879] lr: 1.642e-02, eta: 1 day, 6:11:17, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7625, loss_cls: 1.9722, loss: 1.9722, grad_norm: 4.1649 2021-07-17 02:37:20,757 - mmaction - INFO - Epoch [189][1560/1879] lr: 1.642e-02, eta: 1 day, 6:10:57, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7441, loss_cls: 2.0611, loss: 2.0611, grad_norm: 4.2811 2021-07-17 02:37:37,460 - mmaction - INFO - Epoch [189][1580/1879] lr: 1.642e-02, eta: 1 day, 6:10:37, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7809, loss_cls: 1.9028, loss: 1.9028, grad_norm: 4.1461 2021-07-17 02:37:54,137 - mmaction - INFO - Epoch [189][1600/1879] lr: 1.642e-02, eta: 1 day, 6:10:17, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7648, loss_cls: 2.0087, loss: 2.0087, grad_norm: 4.2971 2021-07-17 02:38:10,951 - mmaction - INFO - Epoch [189][1620/1879] lr: 1.642e-02, eta: 1 day, 6:09:57, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7793, loss_cls: 1.8866, loss: 1.8866, grad_norm: 4.0867 2021-07-17 02:38:27,630 - mmaction - INFO - Epoch [189][1640/1879] lr: 1.642e-02, eta: 1 day, 6:09:37, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7746, loss_cls: 1.9356, loss: 1.9356, grad_norm: 4.2751 2021-07-17 02:38:44,340 - mmaction - INFO - Epoch [189][1660/1879] lr: 1.642e-02, eta: 1 day, 6:09:17, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7648, loss_cls: 2.0032, loss: 2.0032, grad_norm: 4.3990 2021-07-17 02:39:01,055 - mmaction - INFO - Epoch [189][1680/1879] lr: 1.642e-02, eta: 1 day, 6:08:58, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7598, loss_cls: 1.9957, loss: 1.9957, grad_norm: 4.1593 2021-07-17 02:39:17,735 - mmaction - INFO - Epoch [189][1700/1879] lr: 1.642e-02, eta: 1 day, 6:08:38, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5352, top5_acc: 0.7598, loss_cls: 2.0326, loss: 2.0326, grad_norm: 4.3249 2021-07-17 02:39:34,625 - mmaction - INFO - Epoch [189][1720/1879] lr: 1.642e-02, eta: 1 day, 6:08:19, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7594, loss_cls: 1.9671, loss: 1.9671, grad_norm: 4.1691 2021-07-17 02:39:51,383 - mmaction - INFO - Epoch [189][1740/1879] lr: 1.642e-02, eta: 1 day, 6:07:59, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9322, loss: 1.9322, grad_norm: 4.1977 2021-07-17 02:40:08,203 - mmaction - INFO - Epoch [189][1760/1879] lr: 1.642e-02, eta: 1 day, 6:07:40, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7551, loss_cls: 2.0520, loss: 2.0520, grad_norm: 4.2982 2021-07-17 02:40:24,838 - mmaction - INFO - Epoch [189][1780/1879] lr: 1.642e-02, eta: 1 day, 6:07:20, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7789, loss_cls: 1.9467, loss: 1.9467, grad_norm: 4.2452 2021-07-17 02:40:41,493 - mmaction - INFO - Epoch [189][1800/1879] lr: 1.642e-02, eta: 1 day, 6:07:00, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7691, loss_cls: 1.9586, loss: 1.9586, grad_norm: 4.2146 2021-07-17 02:40:58,047 - mmaction - INFO - Epoch [189][1820/1879] lr: 1.642e-02, eta: 1 day, 6:06:39, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7699, loss_cls: 1.9555, loss: 1.9555, grad_norm: 4.1693 2021-07-17 02:41:14,866 - mmaction - INFO - Epoch [189][1840/1879] lr: 1.642e-02, eta: 1 day, 6:06:20, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7777, loss_cls: 1.8979, loss: 1.8979, grad_norm: 4.0584 2021-07-17 02:41:31,862 - mmaction - INFO - Epoch [189][1860/1879] lr: 1.642e-02, eta: 1 day, 6:06:02, time: 0.851, data_time: 0.003, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7855, loss_cls: 1.8965, loss: 1.8965, grad_norm: 4.2037 2021-07-17 02:41:51,084 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 02:41:51,088 - mmaction - INFO - 106 BN found 2021-07-17 02:46:35,084 - mmaction - INFO - BN stats updated 2021-07-17 02:48:02,093 - mmaction - INFO - Epoch [190][20/1879] lr: 1.597e-02, eta: 1 day, 6:09:53, time: 4.248, data_time: 1.789, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8505, loss: 1.8505, grad_norm: 4.1986 2021-07-17 02:48:18,288 - mmaction - INFO - Epoch [190][40/1879] lr: 1.597e-02, eta: 1 day, 6:09:30, time: 0.809, data_time: 0.006, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7688, loss_cls: 1.9500, loss: 1.9500, grad_norm: 4.2646 2021-07-17 02:48:34,630 - mmaction - INFO - Epoch [190][60/1879] lr: 1.597e-02, eta: 1 day, 6:09:08, time: 0.815, data_time: 0.005, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7734, loss_cls: 1.8954, loss: 1.8954, grad_norm: 4.2125 2021-07-17 02:48:50,861 - mmaction - INFO - Epoch [190][80/1879] lr: 1.597e-02, eta: 1 day, 6:08:45, time: 0.814, data_time: 0.005, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7648, loss_cls: 1.9446, loss: 1.9446, grad_norm: 4.2241 2021-07-17 02:49:07,393 - mmaction - INFO - Epoch [190][100/1879] lr: 1.597e-02, eta: 1 day, 6:08:24, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7785, loss_cls: 1.8995, loss: 1.8995, grad_norm: 4.1508 2021-07-17 02:49:23,949 - mmaction - INFO - Epoch [190][120/1879] lr: 1.597e-02, eta: 1 day, 6:08:04, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7922, loss_cls: 1.8918, loss: 1.8918, grad_norm: 4.2643 2021-07-17 02:49:40,541 - mmaction - INFO - Epoch [190][140/1879] lr: 1.597e-02, eta: 1 day, 6:07:43, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7559, loss_cls: 1.9999, loss: 1.9999, grad_norm: 4.1560 2021-07-17 02:49:57,176 - mmaction - INFO - Epoch [190][160/1879] lr: 1.597e-02, eta: 1 day, 6:07:23, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7719, loss_cls: 1.9169, loss: 1.9169, grad_norm: 4.1639 2021-07-17 02:50:13,954 - mmaction - INFO - Epoch [190][180/1879] lr: 1.597e-02, eta: 1 day, 6:07:03, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7734, loss_cls: 1.8933, loss: 1.8933, grad_norm: 4.2457 2021-07-17 02:50:30,704 - mmaction - INFO - Epoch [190][200/1879] lr: 1.597e-02, eta: 1 day, 6:06:43, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7949, loss_cls: 1.8330, loss: 1.8330, grad_norm: 4.2016 2021-07-17 02:50:47,335 - mmaction - INFO - Epoch [190][220/1879] lr: 1.597e-02, eta: 1 day, 6:06:23, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.9293, loss: 1.9293, grad_norm: 4.3234 2021-07-17 02:51:04,092 - mmaction - INFO - Epoch [190][240/1879] lr: 1.597e-02, eta: 1 day, 6:06:03, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7793, loss_cls: 1.9048, loss: 1.9048, grad_norm: 4.2392 2021-07-17 02:51:20,833 - mmaction - INFO - Epoch [190][260/1879] lr: 1.597e-02, eta: 1 day, 6:05:43, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7816, loss_cls: 1.9208, loss: 1.9208, grad_norm: 4.2432 2021-07-17 02:51:37,548 - mmaction - INFO - Epoch [190][280/1879] lr: 1.597e-02, eta: 1 day, 6:05:23, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7797, loss_cls: 1.9063, loss: 1.9063, grad_norm: 4.1026 2021-07-17 02:51:54,293 - mmaction - INFO - Epoch [190][300/1879] lr: 1.597e-02, eta: 1 day, 6:05:03, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9426, loss: 1.9426, grad_norm: 4.1682 2021-07-17 02:52:11,069 - mmaction - INFO - Epoch [190][320/1879] lr: 1.597e-02, eta: 1 day, 6:04:44, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7883, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.2957 2021-07-17 02:52:27,878 - mmaction - INFO - Epoch [190][340/1879] lr: 1.597e-02, eta: 1 day, 6:04:24, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.0591, loss: 2.0591, grad_norm: 4.3966 2021-07-17 02:52:44,627 - mmaction - INFO - Epoch [190][360/1879] lr: 1.597e-02, eta: 1 day, 6:04:05, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7707, loss_cls: 1.9344, loss: 1.9344, grad_norm: 4.1794 2021-07-17 02:53:01,349 - mmaction - INFO - Epoch [190][380/1879] lr: 1.597e-02, eta: 1 day, 6:03:45, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7699, loss_cls: 1.9294, loss: 1.9294, grad_norm: 4.2082 2021-07-17 02:53:18,004 - mmaction - INFO - Epoch [190][400/1879] lr: 1.597e-02, eta: 1 day, 6:03:25, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7691, loss_cls: 1.9527, loss: 1.9527, grad_norm: 4.2677 2021-07-17 02:53:34,723 - mmaction - INFO - Epoch [190][420/1879] lr: 1.597e-02, eta: 1 day, 6:03:05, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7820, loss_cls: 1.9003, loss: 1.9003, grad_norm: 4.1864 2021-07-17 02:53:51,360 - mmaction - INFO - Epoch [190][440/1879] lr: 1.597e-02, eta: 1 day, 6:02:44, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7863, loss_cls: 1.8659, loss: 1.8659, grad_norm: 4.1948 2021-07-17 02:54:08,254 - mmaction - INFO - Epoch [190][460/1879] lr: 1.597e-02, eta: 1 day, 6:02:25, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7688, loss_cls: 1.9502, loss: 1.9502, grad_norm: 4.2352 2021-07-17 02:54:25,050 - mmaction - INFO - Epoch [190][480/1879] lr: 1.597e-02, eta: 1 day, 6:02:06, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7703, loss_cls: 1.9463, loss: 1.9463, grad_norm: 4.1160 2021-07-17 02:54:41,613 - mmaction - INFO - Epoch [190][500/1879] lr: 1.597e-02, eta: 1 day, 6:01:45, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7801, loss_cls: 1.9172, loss: 1.9172, grad_norm: 4.3425 2021-07-17 02:54:58,313 - mmaction - INFO - Epoch [190][520/1879] lr: 1.597e-02, eta: 1 day, 6:01:25, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7695, loss_cls: 1.9563, loss: 1.9563, grad_norm: 4.2467 2021-07-17 02:55:15,020 - mmaction - INFO - Epoch [190][540/1879] lr: 1.597e-02, eta: 1 day, 6:01:05, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5402, top5_acc: 0.7688, loss_cls: 1.9581, loss: 1.9581, grad_norm: 4.2709 2021-07-17 02:55:31,722 - mmaction - INFO - Epoch [190][560/1879] lr: 1.597e-02, eta: 1 day, 6:00:45, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5676, top5_acc: 0.7836, loss_cls: 1.8770, loss: 1.8770, grad_norm: 4.0430 2021-07-17 02:55:48,591 - mmaction - INFO - Epoch [190][580/1879] lr: 1.597e-02, eta: 1 day, 6:00:26, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7695, loss_cls: 1.9358, loss: 1.9358, grad_norm: 4.1885 2021-07-17 02:56:05,132 - mmaction - INFO - Epoch [190][600/1879] lr: 1.597e-02, eta: 1 day, 6:00:05, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7809, loss_cls: 1.8847, loss: 1.8847, grad_norm: 4.2909 2021-07-17 02:56:21,909 - mmaction - INFO - Epoch [190][620/1879] lr: 1.597e-02, eta: 1 day, 5:59:46, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7742, loss_cls: 1.9110, loss: 1.9110, grad_norm: 4.1173 2021-07-17 02:56:38,349 - mmaction - INFO - Epoch [190][640/1879] lr: 1.597e-02, eta: 1 day, 5:59:25, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9471, loss: 1.9471, grad_norm: 4.1820 2021-07-17 02:56:55,210 - mmaction - INFO - Epoch [190][660/1879] lr: 1.597e-02, eta: 1 day, 5:59:05, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7723, loss_cls: 1.9236, loss: 1.9236, grad_norm: 4.2067 2021-07-17 02:57:11,855 - mmaction - INFO - Epoch [190][680/1879] lr: 1.597e-02, eta: 1 day, 5:58:45, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7691, loss_cls: 1.9243, loss: 1.9243, grad_norm: 4.2150 2021-07-17 02:57:28,236 - mmaction - INFO - Epoch [190][700/1879] lr: 1.597e-02, eta: 1 day, 5:58:24, time: 0.820, data_time: 0.001, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7699, loss_cls: 1.9531, loss: 1.9531, grad_norm: 4.3013 2021-07-17 02:57:44,884 - mmaction - INFO - Epoch [190][720/1879] lr: 1.597e-02, eta: 1 day, 5:58:03, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7742, loss_cls: 1.9278, loss: 1.9278, grad_norm: 4.2774 2021-07-17 02:58:01,666 - mmaction - INFO - Epoch [190][740/1879] lr: 1.597e-02, eta: 1 day, 5:57:44, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7832, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.2500 2021-07-17 02:58:18,251 - mmaction - INFO - Epoch [190][760/1879] lr: 1.597e-02, eta: 1 day, 5:57:24, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7641, loss_cls: 1.9533, loss: 1.9533, grad_norm: 4.2607 2021-07-17 02:58:35,055 - mmaction - INFO - Epoch [190][780/1879] lr: 1.597e-02, eta: 1 day, 5:57:04, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7641, loss_cls: 1.9405, loss: 1.9405, grad_norm: 4.3502 2021-07-17 02:58:51,716 - mmaction - INFO - Epoch [190][800/1879] lr: 1.597e-02, eta: 1 day, 5:56:44, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7762, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.2426 2021-07-17 02:59:08,517 - mmaction - INFO - Epoch [190][820/1879] lr: 1.597e-02, eta: 1 day, 5:56:25, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7625, loss_cls: 1.9721, loss: 1.9721, grad_norm: 4.3296 2021-07-17 02:59:25,115 - mmaction - INFO - Epoch [190][840/1879] lr: 1.597e-02, eta: 1 day, 5:56:04, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7762, loss_cls: 1.9233, loss: 1.9233, grad_norm: 4.2035 2021-07-17 02:59:41,871 - mmaction - INFO - Epoch [190][860/1879] lr: 1.597e-02, eta: 1 day, 5:55:44, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8568, loss: 1.8568, grad_norm: 4.2810 2021-07-17 02:59:58,677 - mmaction - INFO - Epoch [190][880/1879] lr: 1.597e-02, eta: 1 day, 5:55:25, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7633, loss_cls: 1.9596, loss: 1.9596, grad_norm: 4.2299 2021-07-17 03:00:15,413 - mmaction - INFO - Epoch [190][900/1879] lr: 1.597e-02, eta: 1 day, 5:55:06, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7684, loss_cls: 1.9364, loss: 1.9364, grad_norm: 4.2339 2021-07-17 03:00:32,187 - mmaction - INFO - Epoch [190][920/1879] lr: 1.597e-02, eta: 1 day, 5:54:46, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7762, loss_cls: 1.9554, loss: 1.9554, grad_norm: 4.3154 2021-07-17 03:00:48,989 - mmaction - INFO - Epoch [190][940/1879] lr: 1.597e-02, eta: 1 day, 5:54:27, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 1.9555, loss: 1.9555, grad_norm: 4.2791 2021-07-17 03:01:05,774 - mmaction - INFO - Epoch [190][960/1879] lr: 1.597e-02, eta: 1 day, 5:54:07, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.9064, loss: 1.9064, grad_norm: 4.2975 2021-07-17 03:01:22,507 - mmaction - INFO - Epoch [190][980/1879] lr: 1.597e-02, eta: 1 day, 5:53:48, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7863, loss_cls: 1.8598, loss: 1.8598, grad_norm: 4.1755 2021-07-17 03:01:39,406 - mmaction - INFO - Epoch [190][1000/1879] lr: 1.597e-02, eta: 1 day, 5:53:29, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7840, loss_cls: 1.8567, loss: 1.8567, grad_norm: 4.1415 2021-07-17 03:01:56,128 - mmaction - INFO - Epoch [190][1020/1879] lr: 1.597e-02, eta: 1 day, 5:53:09, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7625, loss_cls: 1.9822, loss: 1.9822, grad_norm: 4.3431 2021-07-17 03:02:12,913 - mmaction - INFO - Epoch [190][1040/1879] lr: 1.597e-02, eta: 1 day, 5:52:50, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7816, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.3140 2021-07-17 03:02:29,763 - mmaction - INFO - Epoch [190][1060/1879] lr: 1.597e-02, eta: 1 day, 5:52:31, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7691, loss_cls: 1.9320, loss: 1.9320, grad_norm: 4.2883 2021-07-17 03:02:46,400 - mmaction - INFO - Epoch [190][1080/1879] lr: 1.597e-02, eta: 1 day, 5:52:10, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7773, loss_cls: 1.9592, loss: 1.9592, grad_norm: 4.2241 2021-07-17 03:03:03,116 - mmaction - INFO - Epoch [190][1100/1879] lr: 1.597e-02, eta: 1 day, 5:51:51, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7766, loss_cls: 1.9336, loss: 1.9336, grad_norm: 4.1647 2021-07-17 03:03:19,823 - mmaction - INFO - Epoch [190][1120/1879] lr: 1.597e-02, eta: 1 day, 5:51:31, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7570, loss_cls: 1.9801, loss: 1.9801, grad_norm: 4.4285 2021-07-17 03:03:36,347 - mmaction - INFO - Epoch [190][1140/1879] lr: 1.597e-02, eta: 1 day, 5:51:10, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7723, loss_cls: 1.9185, loss: 1.9185, grad_norm: 4.3274 2021-07-17 03:03:53,013 - mmaction - INFO - Epoch [190][1160/1879] lr: 1.597e-02, eta: 1 day, 5:50:50, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.9094, loss: 1.9094, grad_norm: 4.2366 2021-07-17 03:04:09,720 - mmaction - INFO - Epoch [190][1180/1879] lr: 1.597e-02, eta: 1 day, 5:50:30, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7754, loss_cls: 1.9371, loss: 1.9371, grad_norm: 4.2522 2021-07-17 03:04:26,457 - mmaction - INFO - Epoch [190][1200/1879] lr: 1.597e-02, eta: 1 day, 5:50:11, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5363, top5_acc: 0.7668, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.3867 2021-07-17 03:04:43,046 - mmaction - INFO - Epoch [190][1220/1879] lr: 1.597e-02, eta: 1 day, 5:49:51, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7734, loss_cls: 2.0023, loss: 2.0023, grad_norm: 4.3861 2021-07-17 03:04:59,610 - mmaction - INFO - Epoch [190][1240/1879] lr: 1.597e-02, eta: 1 day, 5:49:30, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7742, loss_cls: 1.9451, loss: 1.9451, grad_norm: 4.2925 2021-07-17 03:05:16,449 - mmaction - INFO - Epoch [190][1260/1879] lr: 1.597e-02, eta: 1 day, 5:49:11, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5391, top5_acc: 0.7543, loss_cls: 2.0102, loss: 2.0102, grad_norm: 4.3100 2021-07-17 03:05:33,225 - mmaction - INFO - Epoch [190][1280/1879] lr: 1.597e-02, eta: 1 day, 5:48:51, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.9041, loss: 1.9041, grad_norm: 4.1715 2021-07-17 03:05:49,834 - mmaction - INFO - Epoch [190][1300/1879] lr: 1.597e-02, eta: 1 day, 5:48:31, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7641, loss_cls: 1.9283, loss: 1.9283, grad_norm: 4.2925 2021-07-17 03:06:06,650 - mmaction - INFO - Epoch [190][1320/1879] lr: 1.597e-02, eta: 1 day, 5:48:12, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7703, loss_cls: 1.9765, loss: 1.9765, grad_norm: 4.3173 2021-07-17 03:06:23,283 - mmaction - INFO - Epoch [190][1340/1879] lr: 1.597e-02, eta: 1 day, 5:47:52, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7742, loss_cls: 1.9391, loss: 1.9391, grad_norm: 4.2651 2021-07-17 03:06:39,963 - mmaction - INFO - Epoch [190][1360/1879] lr: 1.597e-02, eta: 1 day, 5:47:32, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7789, loss_cls: 1.8707, loss: 1.8707, grad_norm: 4.1837 2021-07-17 03:06:56,742 - mmaction - INFO - Epoch [190][1380/1879] lr: 1.597e-02, eta: 1 day, 5:47:13, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7711, loss_cls: 1.9324, loss: 1.9324, grad_norm: 4.2750 2021-07-17 03:07:13,405 - mmaction - INFO - Epoch [190][1400/1879] lr: 1.597e-02, eta: 1 day, 5:46:53, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7664, loss_cls: 1.9942, loss: 1.9942, grad_norm: 4.3021 2021-07-17 03:07:30,219 - mmaction - INFO - Epoch [190][1420/1879] lr: 1.597e-02, eta: 1 day, 5:46:34, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7723, loss_cls: 1.8885, loss: 1.8885, grad_norm: 4.2236 2021-07-17 03:07:47,025 - mmaction - INFO - Epoch [190][1440/1879] lr: 1.597e-02, eta: 1 day, 5:46:14, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7793, loss_cls: 1.8982, loss: 1.8982, grad_norm: 4.2577 2021-07-17 03:08:03,747 - mmaction - INFO - Epoch [190][1460/1879] lr: 1.597e-02, eta: 1 day, 5:45:55, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7762, loss_cls: 1.9593, loss: 1.9593, grad_norm: 4.2888 2021-07-17 03:08:20,559 - mmaction - INFO - Epoch [190][1480/1879] lr: 1.597e-02, eta: 1 day, 5:45:36, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7777, loss_cls: 1.9395, loss: 1.9395, grad_norm: 4.3193 2021-07-17 03:08:37,112 - mmaction - INFO - Epoch [190][1500/1879] lr: 1.597e-02, eta: 1 day, 5:45:15, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5613, top5_acc: 0.7738, loss_cls: 1.9191, loss: 1.9191, grad_norm: 4.2117 2021-07-17 03:08:54,005 - mmaction - INFO - Epoch [190][1520/1879] lr: 1.597e-02, eta: 1 day, 5:44:56, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.5332, top5_acc: 0.7656, loss_cls: 2.0135, loss: 2.0135, grad_norm: 4.4210 2021-07-17 03:09:10,815 - mmaction - INFO - Epoch [190][1540/1879] lr: 1.597e-02, eta: 1 day, 5:44:37, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7586, loss_cls: 1.9823, loss: 1.9823, grad_norm: 4.2859 2021-07-17 03:09:27,531 - mmaction - INFO - Epoch [190][1560/1879] lr: 1.597e-02, eta: 1 day, 5:44:17, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5383, top5_acc: 0.7559, loss_cls: 2.0258, loss: 2.0258, grad_norm: 4.3442 2021-07-17 03:09:44,194 - mmaction - INFO - Epoch [190][1580/1879] lr: 1.597e-02, eta: 1 day, 5:43:58, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7762, loss_cls: 1.9047, loss: 1.9047, grad_norm: 4.2487 2021-07-17 03:10:00,921 - mmaction - INFO - Epoch [190][1600/1879] lr: 1.597e-02, eta: 1 day, 5:43:38, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.9374, loss: 1.9374, grad_norm: 4.1607 2021-07-17 03:10:17,753 - mmaction - INFO - Epoch [190][1620/1879] lr: 1.597e-02, eta: 1 day, 5:43:19, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7680, loss_cls: 1.9881, loss: 1.9881, grad_norm: 4.2184 2021-07-17 03:10:34,528 - mmaction - INFO - Epoch [190][1640/1879] lr: 1.597e-02, eta: 1 day, 5:43:00, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9220, loss: 1.9220, grad_norm: 4.1528 2021-07-17 03:10:51,312 - mmaction - INFO - Epoch [190][1660/1879] lr: 1.597e-02, eta: 1 day, 5:42:40, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7797, loss_cls: 1.9019, loss: 1.9019, grad_norm: 4.2365 2021-07-17 03:11:08,183 - mmaction - INFO - Epoch [190][1680/1879] lr: 1.597e-02, eta: 1 day, 5:42:21, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7703, loss_cls: 1.9363, loss: 1.9363, grad_norm: 4.2646 2021-07-17 03:11:24,869 - mmaction - INFO - Epoch [190][1700/1879] lr: 1.597e-02, eta: 1 day, 5:42:02, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7645, loss_cls: 1.9527, loss: 1.9527, grad_norm: 4.3057 2021-07-17 03:11:41,705 - mmaction - INFO - Epoch [190][1720/1879] lr: 1.597e-02, eta: 1 day, 5:41:43, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7551, loss_cls: 1.9942, loss: 1.9942, grad_norm: 4.3504 2021-07-17 03:11:58,279 - mmaction - INFO - Epoch [190][1740/1879] lr: 1.597e-02, eta: 1 day, 5:41:22, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7727, loss_cls: 1.9317, loss: 1.9317, grad_norm: 4.2558 2021-07-17 03:12:15,173 - mmaction - INFO - Epoch [190][1760/1879] lr: 1.597e-02, eta: 1 day, 5:41:04, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7738, loss_cls: 1.9749, loss: 1.9749, grad_norm: 4.2760 2021-07-17 03:12:31,884 - mmaction - INFO - Epoch [190][1780/1879] lr: 1.597e-02, eta: 1 day, 5:40:44, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7676, loss_cls: 1.9634, loss: 1.9634, grad_norm: 4.2747 2021-07-17 03:12:48,662 - mmaction - INFO - Epoch [190][1800/1879] lr: 1.597e-02, eta: 1 day, 5:40:25, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7629, loss_cls: 1.9874, loss: 1.9874, grad_norm: 4.2845 2021-07-17 03:13:05,477 - mmaction - INFO - Epoch [190][1820/1879] lr: 1.597e-02, eta: 1 day, 5:40:06, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7609, loss_cls: 1.9950, loss: 1.9950, grad_norm: 4.2692 2021-07-17 03:13:22,167 - mmaction - INFO - Epoch [190][1840/1879] lr: 1.597e-02, eta: 1 day, 5:39:46, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7676, loss_cls: 1.9247, loss: 1.9247, grad_norm: 4.2336 2021-07-17 03:13:39,050 - mmaction - INFO - Epoch [190][1860/1879] lr: 1.597e-02, eta: 1 day, 5:39:27, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7594, loss_cls: 1.9941, loss: 1.9941, grad_norm: 4.2297 2021-07-17 03:13:57,400 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 03:13:57,405 - mmaction - INFO - 106 BN found 2021-07-17 03:18:43,758 - mmaction - INFO - BN stats updated 2021-07-17 03:21:15,344 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 03:21:16,214 - mmaction - INFO - top1_acc 0.6230 top5_acc 0.8436 2021-07-17 03:21:16,214 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 03:21:16,245 - mmaction - INFO - mean_acc 0.6228 2021-07-17 03:21:16,253 - mmaction - INFO - Epoch(val) [190][155] top1_acc: 0.6230, top5_acc: 0.8436, mean_class_accuracy: 0.6228 2021-07-17 03:22:32,258 - mmaction - INFO - Epoch [191][20/1879] lr: 1.552e-02, eta: 1 day, 5:42:13, time: 3.800, data_time: 2.957, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7828, loss_cls: 1.8667, loss: 1.8667, grad_norm: 4.1924 2021-07-17 03:22:48,500 - mmaction - INFO - Epoch [191][40/1879] lr: 1.552e-02, eta: 1 day, 5:41:51, time: 0.812, data_time: 0.005, memory: 6455, top1_acc: 0.5801, top5_acc: 0.8016, loss_cls: 1.7829, loss: 1.7829, grad_norm: 4.1934 2021-07-17 03:23:04,941 - mmaction - INFO - Epoch [191][60/1879] lr: 1.552e-02, eta: 1 day, 5:41:30, time: 0.822, data_time: 0.006, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.3721 2021-07-17 03:23:21,624 - mmaction - INFO - Epoch [191][80/1879] lr: 1.552e-02, eta: 1 day, 5:41:10, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7742, loss_cls: 1.9238, loss: 1.9238, grad_norm: 4.3846 2021-07-17 03:23:38,136 - mmaction - INFO - Epoch [191][100/1879] lr: 1.552e-02, eta: 1 day, 5:40:49, time: 0.823, data_time: 0.003, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7762, loss_cls: 1.8834, loss: 1.8834, grad_norm: 4.2241 2021-07-17 03:23:54,856 - mmaction - INFO - Epoch [191][120/1879] lr: 1.552e-02, eta: 1 day, 5:40:30, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7758, loss_cls: 1.8980, loss: 1.8980, grad_norm: 4.2798 2021-07-17 03:24:11,549 - mmaction - INFO - Epoch [191][140/1879] lr: 1.552e-02, eta: 1 day, 5:40:10, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7699, loss_cls: 1.9034, loss: 1.9034, grad_norm: 4.3453 2021-07-17 03:24:28,168 - mmaction - INFO - Epoch [191][160/1879] lr: 1.552e-02, eta: 1 day, 5:39:50, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7797, loss_cls: 1.9020, loss: 1.9020, grad_norm: 4.2833 2021-07-17 03:24:44,858 - mmaction - INFO - Epoch [191][180/1879] lr: 1.552e-02, eta: 1 day, 5:39:30, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7793, loss_cls: 1.9045, loss: 1.9045, grad_norm: 4.2344 2021-07-17 03:25:01,466 - mmaction - INFO - Epoch [191][200/1879] lr: 1.552e-02, eta: 1 day, 5:39:10, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7820, loss_cls: 1.9010, loss: 1.9010, grad_norm: 4.2307 2021-07-17 03:25:18,012 - mmaction - INFO - Epoch [191][220/1879] lr: 1.552e-02, eta: 1 day, 5:38:49, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7785, loss_cls: 1.8884, loss: 1.8884, grad_norm: 4.2287 2021-07-17 03:25:34,886 - mmaction - INFO - Epoch [191][240/1879] lr: 1.552e-02, eta: 1 day, 5:38:30, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7699, loss_cls: 1.9781, loss: 1.9781, grad_norm: 4.3204 2021-07-17 03:25:51,686 - mmaction - INFO - Epoch [191][260/1879] lr: 1.552e-02, eta: 1 day, 5:38:11, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7816, loss_cls: 1.8919, loss: 1.8919, grad_norm: 4.2892 2021-07-17 03:26:08,414 - mmaction - INFO - Epoch [191][280/1879] lr: 1.552e-02, eta: 1 day, 5:37:51, time: 0.841, data_time: 0.008, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7793, loss_cls: 1.9185, loss: 1.9185, grad_norm: 4.2403 2021-07-17 03:26:25,129 - mmaction - INFO - Epoch [191][300/1879] lr: 1.552e-02, eta: 1 day, 5:37:32, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7730, loss_cls: 1.8798, loss: 1.8798, grad_norm: 4.1821 2021-07-17 03:26:41,813 - mmaction - INFO - Epoch [191][320/1879] lr: 1.552e-02, eta: 1 day, 5:37:12, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.9033, loss: 1.9033, grad_norm: 4.3028 2021-07-17 03:26:58,349 - mmaction - INFO - Epoch [191][340/1879] lr: 1.552e-02, eta: 1 day, 5:36:51, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7852, loss_cls: 1.8383, loss: 1.8383, grad_norm: 4.2373 2021-07-17 03:27:15,149 - mmaction - INFO - Epoch [191][360/1879] lr: 1.552e-02, eta: 1 day, 5:36:32, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7641, loss_cls: 1.9489, loss: 1.9489, grad_norm: 4.3852 2021-07-17 03:27:31,952 - mmaction - INFO - Epoch [191][380/1879] lr: 1.552e-02, eta: 1 day, 5:36:13, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7746, loss_cls: 1.8917, loss: 1.8917, grad_norm: 4.2246 2021-07-17 03:27:48,603 - mmaction - INFO - Epoch [191][400/1879] lr: 1.552e-02, eta: 1 day, 5:35:53, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7824, loss_cls: 1.8666, loss: 1.8666, grad_norm: 4.2827 2021-07-17 03:28:05,392 - mmaction - INFO - Epoch [191][420/1879] lr: 1.552e-02, eta: 1 day, 5:35:33, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7785, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.3223 2021-07-17 03:28:22,103 - mmaction - INFO - Epoch [191][440/1879] lr: 1.552e-02, eta: 1 day, 5:35:14, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7812, loss_cls: 1.9549, loss: 1.9549, grad_norm: 4.3777 2021-07-17 03:28:38,786 - mmaction - INFO - Epoch [191][460/1879] lr: 1.552e-02, eta: 1 day, 5:34:54, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7707, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.3266 2021-07-17 03:28:55,443 - mmaction - INFO - Epoch [191][480/1879] lr: 1.552e-02, eta: 1 day, 5:34:34, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7793, loss_cls: 1.8544, loss: 1.8544, grad_norm: 4.1556 2021-07-17 03:29:12,218 - mmaction - INFO - Epoch [191][500/1879] lr: 1.552e-02, eta: 1 day, 5:34:15, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7707, loss_cls: 1.9102, loss: 1.9102, grad_norm: 4.2209 2021-07-17 03:29:28,796 - mmaction - INFO - Epoch [191][520/1879] lr: 1.552e-02, eta: 1 day, 5:33:54, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7773, loss_cls: 1.8851, loss: 1.8851, grad_norm: 4.2830 2021-07-17 03:29:45,584 - mmaction - INFO - Epoch [191][540/1879] lr: 1.552e-02, eta: 1 day, 5:33:35, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7668, loss_cls: 1.9440, loss: 1.9440, grad_norm: 4.3226 2021-07-17 03:30:02,390 - mmaction - INFO - Epoch [191][560/1879] lr: 1.552e-02, eta: 1 day, 5:33:16, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7684, loss_cls: 1.9671, loss: 1.9671, grad_norm: 4.2227 2021-07-17 03:30:19,230 - mmaction - INFO - Epoch [191][580/1879] lr: 1.552e-02, eta: 1 day, 5:32:57, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7734, loss_cls: 1.9111, loss: 1.9111, grad_norm: 4.2715 2021-07-17 03:30:36,348 - mmaction - INFO - Epoch [191][600/1879] lr: 1.552e-02, eta: 1 day, 5:32:39, time: 0.855, data_time: 0.001, memory: 6455, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0034, loss: 2.0034, grad_norm: 4.3160 2021-07-17 03:30:53,457 - mmaction - INFO - Epoch [191][620/1879] lr: 1.552e-02, eta: 1 day, 5:32:21, time: 0.856, data_time: 0.002, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7742, loss_cls: 1.9566, loss: 1.9566, grad_norm: 4.1847 2021-07-17 03:31:10,046 - mmaction - INFO - Epoch [191][640/1879] lr: 1.552e-02, eta: 1 day, 5:32:01, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7789, loss_cls: 1.9133, loss: 1.9133, grad_norm: 4.3745 2021-07-17 03:31:26,705 - mmaction - INFO - Epoch [191][660/1879] lr: 1.552e-02, eta: 1 day, 5:31:41, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7715, loss_cls: 1.9258, loss: 1.9258, grad_norm: 4.3739 2021-07-17 03:31:43,496 - mmaction - INFO - Epoch [191][680/1879] lr: 1.552e-02, eta: 1 day, 5:31:22, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7812, loss_cls: 1.8707, loss: 1.8707, grad_norm: 4.2879 2021-07-17 03:32:00,070 - mmaction - INFO - Epoch [191][700/1879] lr: 1.552e-02, eta: 1 day, 5:31:02, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7707, loss_cls: 1.9831, loss: 1.9831, grad_norm: 4.3397 2021-07-17 03:32:16,922 - mmaction - INFO - Epoch [191][720/1879] lr: 1.552e-02, eta: 1 day, 5:30:43, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7676, loss_cls: 1.9423, loss: 1.9423, grad_norm: 4.3424 2021-07-17 03:32:33,530 - mmaction - INFO - Epoch [191][740/1879] lr: 1.552e-02, eta: 1 day, 5:30:23, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7723, loss_cls: 1.9375, loss: 1.9375, grad_norm: 4.3663 2021-07-17 03:32:50,226 - mmaction - INFO - Epoch [191][760/1879] lr: 1.552e-02, eta: 1 day, 5:30:03, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7812, loss_cls: 1.8782, loss: 1.8782, grad_norm: 4.3334 2021-07-17 03:33:07,002 - mmaction - INFO - Epoch [191][780/1879] lr: 1.552e-02, eta: 1 day, 5:29:44, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7699, loss_cls: 1.9664, loss: 1.9664, grad_norm: 4.2623 2021-07-17 03:33:23,612 - mmaction - INFO - Epoch [191][800/1879] lr: 1.552e-02, eta: 1 day, 5:29:24, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7645, loss_cls: 1.9456, loss: 1.9456, grad_norm: 4.3109 2021-07-17 03:33:40,418 - mmaction - INFO - Epoch [191][820/1879] lr: 1.552e-02, eta: 1 day, 5:29:04, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7930, loss_cls: 1.8231, loss: 1.8231, grad_norm: 4.2685 2021-07-17 03:33:57,009 - mmaction - INFO - Epoch [191][840/1879] lr: 1.552e-02, eta: 1 day, 5:28:44, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7785, loss_cls: 1.8918, loss: 1.8918, grad_norm: 4.3835 2021-07-17 03:34:13,800 - mmaction - INFO - Epoch [191][860/1879] lr: 1.552e-02, eta: 1 day, 5:28:25, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7633, loss_cls: 2.0065, loss: 2.0065, grad_norm: 4.3997 2021-07-17 03:34:30,552 - mmaction - INFO - Epoch [191][880/1879] lr: 1.552e-02, eta: 1 day, 5:28:06, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.9147, loss: 1.9147, grad_norm: 4.3733 2021-07-17 03:34:47,176 - mmaction - INFO - Epoch [191][900/1879] lr: 1.552e-02, eta: 1 day, 5:27:45, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7758, loss_cls: 1.9078, loss: 1.9078, grad_norm: 4.2203 2021-07-17 03:35:03,829 - mmaction - INFO - Epoch [191][920/1879] lr: 1.552e-02, eta: 1 day, 5:27:26, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5340, top5_acc: 0.7551, loss_cls: 2.0219, loss: 2.0219, grad_norm: 4.3223 2021-07-17 03:35:20,509 - mmaction - INFO - Epoch [191][940/1879] lr: 1.552e-02, eta: 1 day, 5:27:06, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7766, loss_cls: 1.8846, loss: 1.8846, grad_norm: 4.1077 2021-07-17 03:35:37,235 - mmaction - INFO - Epoch [191][960/1879] lr: 1.552e-02, eta: 1 day, 5:26:46, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7730, loss_cls: 1.9515, loss: 1.9515, grad_norm: 4.4094 2021-07-17 03:35:53,941 - mmaction - INFO - Epoch [191][980/1879] lr: 1.552e-02, eta: 1 day, 5:26:27, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7738, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.2486 2021-07-17 03:36:10,722 - mmaction - INFO - Epoch [191][1000/1879] lr: 1.552e-02, eta: 1 day, 5:26:07, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7578, loss_cls: 2.0372, loss: 2.0372, grad_norm: 4.4180 2021-07-17 03:36:27,481 - mmaction - INFO - Epoch [191][1020/1879] lr: 1.552e-02, eta: 1 day, 5:25:48, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7844, loss_cls: 1.8640, loss: 1.8640, grad_norm: 4.2263 2021-07-17 03:36:44,203 - mmaction - INFO - Epoch [191][1040/1879] lr: 1.552e-02, eta: 1 day, 5:25:29, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7727, loss_cls: 1.9459, loss: 1.9459, grad_norm: 4.3038 2021-07-17 03:37:00,873 - mmaction - INFO - Epoch [191][1060/1879] lr: 1.552e-02, eta: 1 day, 5:25:09, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.1782 2021-07-17 03:37:17,660 - mmaction - INFO - Epoch [191][1080/1879] lr: 1.552e-02, eta: 1 day, 5:24:50, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7684, loss_cls: 1.9441, loss: 1.9441, grad_norm: 4.2325 2021-07-17 03:37:34,449 - mmaction - INFO - Epoch [191][1100/1879] lr: 1.552e-02, eta: 1 day, 5:24:31, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.8956, loss: 1.8956, grad_norm: 4.2750 2021-07-17 03:37:51,175 - mmaction - INFO - Epoch [191][1120/1879] lr: 1.552e-02, eta: 1 day, 5:24:11, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9689, loss: 1.9689, grad_norm: 4.4110 2021-07-17 03:38:07,807 - mmaction - INFO - Epoch [191][1140/1879] lr: 1.552e-02, eta: 1 day, 5:23:51, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7781, loss_cls: 1.8925, loss: 1.8925, grad_norm: 4.2286 2021-07-17 03:38:24,568 - mmaction - INFO - Epoch [191][1160/1879] lr: 1.552e-02, eta: 1 day, 5:23:32, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7762, loss_cls: 1.8962, loss: 1.8962, grad_norm: 4.3330 2021-07-17 03:38:41,292 - mmaction - INFO - Epoch [191][1180/1879] lr: 1.552e-02, eta: 1 day, 5:23:13, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7777, loss_cls: 1.9045, loss: 1.9045, grad_norm: 4.2770 2021-07-17 03:38:58,042 - mmaction - INFO - Epoch [191][1200/1879] lr: 1.552e-02, eta: 1 day, 5:22:53, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7676, loss_cls: 1.9335, loss: 1.9335, grad_norm: 4.3914 2021-07-17 03:39:14,811 - mmaction - INFO - Epoch [191][1220/1879] lr: 1.552e-02, eta: 1 day, 5:22:34, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7734, loss_cls: 1.8682, loss: 1.8682, grad_norm: 4.2923 2021-07-17 03:39:31,568 - mmaction - INFO - Epoch [191][1240/1879] lr: 1.552e-02, eta: 1 day, 5:22:15, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7801, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.2963 2021-07-17 03:39:48,296 - mmaction - INFO - Epoch [191][1260/1879] lr: 1.552e-02, eta: 1 day, 5:21:55, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7855, loss_cls: 1.8822, loss: 1.8822, grad_norm: 4.1891 2021-07-17 03:40:04,999 - mmaction - INFO - Epoch [191][1280/1879] lr: 1.552e-02, eta: 1 day, 5:21:36, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7664, loss_cls: 1.9531, loss: 1.9531, grad_norm: 4.3200 2021-07-17 03:40:21,663 - mmaction - INFO - Epoch [191][1300/1879] lr: 1.552e-02, eta: 1 day, 5:21:16, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7754, loss_cls: 1.8905, loss: 1.8905, grad_norm: 4.3277 2021-07-17 03:40:38,358 - mmaction - INFO - Epoch [191][1320/1879] lr: 1.552e-02, eta: 1 day, 5:20:56, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7746, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.2737 2021-07-17 03:40:55,199 - mmaction - INFO - Epoch [191][1340/1879] lr: 1.552e-02, eta: 1 day, 5:20:38, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7617, loss_cls: 1.9567, loss: 1.9567, grad_norm: 4.3805 2021-07-17 03:41:11,803 - mmaction - INFO - Epoch [191][1360/1879] lr: 1.552e-02, eta: 1 day, 5:20:17, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7598, loss_cls: 1.9962, loss: 1.9962, grad_norm: 4.4679 2021-07-17 03:41:28,510 - mmaction - INFO - Epoch [191][1380/1879] lr: 1.552e-02, eta: 1 day, 5:19:58, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7723, loss_cls: 1.9620, loss: 1.9620, grad_norm: 4.4052 2021-07-17 03:41:45,443 - mmaction - INFO - Epoch [191][1400/1879] lr: 1.552e-02, eta: 1 day, 5:19:40, time: 0.848, data_time: 0.007, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7742, loss_cls: 1.9377, loss: 1.9377, grad_norm: 4.1576 2021-07-17 03:42:02,074 - mmaction - INFO - Epoch [191][1420/1879] lr: 1.552e-02, eta: 1 day, 5:19:20, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7781, loss_cls: 1.8930, loss: 1.8930, grad_norm: 4.2691 2021-07-17 03:42:18,716 - mmaction - INFO - Epoch [191][1440/1879] lr: 1.552e-02, eta: 1 day, 5:19:00, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7695, loss_cls: 1.9383, loss: 1.9383, grad_norm: 4.3490 2021-07-17 03:42:35,418 - mmaction - INFO - Epoch [191][1460/1879] lr: 1.552e-02, eta: 1 day, 5:18:40, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7594, loss_cls: 2.0139, loss: 2.0139, grad_norm: 4.3020 2021-07-17 03:42:52,105 - mmaction - INFO - Epoch [191][1480/1879] lr: 1.552e-02, eta: 1 day, 5:18:21, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5414, top5_acc: 0.7660, loss_cls: 1.9895, loss: 1.9895, grad_norm: 4.3312 2021-07-17 03:43:09,127 - mmaction - INFO - Epoch [191][1500/1879] lr: 1.552e-02, eta: 1 day, 5:18:03, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7656, loss_cls: 1.9609, loss: 1.9609, grad_norm: 4.3400 2021-07-17 03:43:25,747 - mmaction - INFO - Epoch [191][1520/1879] lr: 1.552e-02, eta: 1 day, 5:17:43, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7734, loss_cls: 1.9646, loss: 1.9646, grad_norm: 4.3605 2021-07-17 03:43:42,485 - mmaction - INFO - Epoch [191][1540/1879] lr: 1.552e-02, eta: 1 day, 5:17:23, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7699, loss_cls: 1.9918, loss: 1.9918, grad_norm: 4.3711 2021-07-17 03:43:59,165 - mmaction - INFO - Epoch [191][1560/1879] lr: 1.552e-02, eta: 1 day, 5:17:04, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5418, top5_acc: 0.7750, loss_cls: 1.9726, loss: 1.9726, grad_norm: 4.2752 2021-07-17 03:44:15,747 - mmaction - INFO - Epoch [191][1580/1879] lr: 1.552e-02, eta: 1 day, 5:16:44, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.4422 2021-07-17 03:44:32,498 - mmaction - INFO - Epoch [191][1600/1879] lr: 1.552e-02, eta: 1 day, 5:16:25, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7676, loss_cls: 1.9477, loss: 1.9477, grad_norm: 4.3424 2021-07-17 03:44:49,258 - mmaction - INFO - Epoch [191][1620/1879] lr: 1.552e-02, eta: 1 day, 5:16:05, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7672, loss_cls: 1.9506, loss: 1.9506, grad_norm: 4.2818 2021-07-17 03:45:06,018 - mmaction - INFO - Epoch [191][1640/1879] lr: 1.552e-02, eta: 1 day, 5:15:46, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7738, loss_cls: 1.8962, loss: 1.8962, grad_norm: 4.2581 2021-07-17 03:45:22,760 - mmaction - INFO - Epoch [191][1660/1879] lr: 1.552e-02, eta: 1 day, 5:15:27, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7707, loss_cls: 1.9272, loss: 1.9272, grad_norm: 4.2553 2021-07-17 03:45:39,580 - mmaction - INFO - Epoch [191][1680/1879] lr: 1.552e-02, eta: 1 day, 5:15:08, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7758, loss_cls: 1.9322, loss: 1.9322, grad_norm: 4.2778 2021-07-17 03:45:56,079 - mmaction - INFO - Epoch [191][1700/1879] lr: 1.552e-02, eta: 1 day, 5:14:47, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7758, loss_cls: 1.9269, loss: 1.9269, grad_norm: 4.2946 2021-07-17 03:46:12,884 - mmaction - INFO - Epoch [191][1720/1879] lr: 1.552e-02, eta: 1 day, 5:14:29, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7660, loss_cls: 1.9783, loss: 1.9783, grad_norm: 4.2412 2021-07-17 03:46:29,620 - mmaction - INFO - Epoch [191][1740/1879] lr: 1.552e-02, eta: 1 day, 5:14:09, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7766, loss_cls: 1.8845, loss: 1.8845, grad_norm: 4.3890 2021-07-17 03:46:46,225 - mmaction - INFO - Epoch [191][1760/1879] lr: 1.552e-02, eta: 1 day, 5:13:49, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8929, loss: 1.8929, grad_norm: 4.2849 2021-07-17 03:47:02,994 - mmaction - INFO - Epoch [191][1780/1879] lr: 1.552e-02, eta: 1 day, 5:13:30, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5473, top5_acc: 0.7738, loss_cls: 1.9567, loss: 1.9567, grad_norm: 4.3979 2021-07-17 03:47:19,738 - mmaction - INFO - Epoch [191][1800/1879] lr: 1.552e-02, eta: 1 day, 5:13:11, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5516, top5_acc: 0.7691, loss_cls: 1.9264, loss: 1.9264, grad_norm: 4.2827 2021-07-17 03:47:36,488 - mmaction - INFO - Epoch [191][1820/1879] lr: 1.552e-02, eta: 1 day, 5:12:52, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7793, loss_cls: 1.9135, loss: 1.9135, grad_norm: 4.3192 2021-07-17 03:47:53,424 - mmaction - INFO - Epoch [191][1840/1879] lr: 1.552e-02, eta: 1 day, 5:12:33, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7773, loss_cls: 1.8820, loss: 1.8820, grad_norm: 4.2292 2021-07-17 03:48:10,160 - mmaction - INFO - Epoch [191][1860/1879] lr: 1.552e-02, eta: 1 day, 5:12:14, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5375, top5_acc: 0.7566, loss_cls: 1.9983, loss: 1.9983, grad_norm: 4.3180 2021-07-17 03:48:34,595 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 03:48:34,598 - mmaction - INFO - 106 BN found 2021-07-17 03:53:20,838 - mmaction - INFO - BN stats updated 2021-07-17 03:54:37,652 - mmaction - INFO - Epoch [192][20/1879] lr: 1.508e-02, eta: 1 day, 5:14:39, time: 3.739, data_time: 2.912, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7578, loss_cls: 1.9687, loss: 1.9687, grad_norm: 4.4199 2021-07-17 03:54:53,984 - mmaction - INFO - Epoch [192][40/1879] lr: 1.508e-02, eta: 1 day, 5:14:17, time: 0.816, data_time: 0.004, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7859, loss_cls: 1.9061, loss: 1.9061, grad_norm: 4.2844 2021-07-17 03:55:10,175 - mmaction - INFO - Epoch [192][60/1879] lr: 1.508e-02, eta: 1 day, 5:13:56, time: 0.809, data_time: 0.003, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7777, loss_cls: 1.8923, loss: 1.8923, grad_norm: 4.2365 2021-07-17 03:55:26,674 - mmaction - INFO - Epoch [192][80/1879] lr: 1.508e-02, eta: 1 day, 5:13:35, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7816, loss_cls: 1.8635, loss: 1.8635, grad_norm: 4.2281 2021-07-17 03:55:43,013 - mmaction - INFO - Epoch [192][100/1879] lr: 1.508e-02, eta: 1 day, 5:13:14, time: 0.817, data_time: 0.004, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7598, loss_cls: 1.9657, loss: 1.9657, grad_norm: 4.3289 2021-07-17 03:55:59,596 - mmaction - INFO - Epoch [192][120/1879] lr: 1.508e-02, eta: 1 day, 5:12:54, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7812, loss_cls: 1.9033, loss: 1.9033, grad_norm: 4.3054 2021-07-17 03:56:16,089 - mmaction - INFO - Epoch [192][140/1879] lr: 1.508e-02, eta: 1 day, 5:12:34, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7863, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.3367 2021-07-17 03:56:32,786 - mmaction - INFO - Epoch [192][160/1879] lr: 1.508e-02, eta: 1 day, 5:12:14, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7703, loss_cls: 1.9273, loss: 1.9273, grad_norm: 4.3529 2021-07-17 03:56:49,383 - mmaction - INFO - Epoch [192][180/1879] lr: 1.508e-02, eta: 1 day, 5:11:54, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7539, loss_cls: 2.0177, loss: 2.0177, grad_norm: 4.3307 2021-07-17 03:57:06,181 - mmaction - INFO - Epoch [192][200/1879] lr: 1.508e-02, eta: 1 day, 5:11:35, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7750, loss_cls: 1.9001, loss: 1.9001, grad_norm: 4.2464 2021-07-17 03:57:22,717 - mmaction - INFO - Epoch [192][220/1879] lr: 1.508e-02, eta: 1 day, 5:11:15, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7785, loss_cls: 1.8424, loss: 1.8424, grad_norm: 4.3169 2021-07-17 03:57:39,471 - mmaction - INFO - Epoch [192][240/1879] lr: 1.508e-02, eta: 1 day, 5:10:55, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7789, loss_cls: 1.8974, loss: 1.8974, grad_norm: 4.3454 2021-07-17 03:57:56,142 - mmaction - INFO - Epoch [192][260/1879] lr: 1.508e-02, eta: 1 day, 5:10:36, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7934, loss_cls: 1.8444, loss: 1.8444, grad_norm: 4.2628 2021-07-17 03:58:12,707 - mmaction - INFO - Epoch [192][280/1879] lr: 1.508e-02, eta: 1 day, 5:10:16, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7918, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.2147 2021-07-17 03:58:29,430 - mmaction - INFO - Epoch [192][300/1879] lr: 1.508e-02, eta: 1 day, 5:09:56, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7863, loss_cls: 1.8400, loss: 1.8400, grad_norm: 4.2736 2021-07-17 03:58:46,126 - mmaction - INFO - Epoch [192][320/1879] lr: 1.508e-02, eta: 1 day, 5:09:36, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7789, loss_cls: 1.8746, loss: 1.8746, grad_norm: 4.4062 2021-07-17 03:59:02,760 - mmaction - INFO - Epoch [192][340/1879] lr: 1.508e-02, eta: 1 day, 5:09:17, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7770, loss_cls: 1.8817, loss: 1.8817, grad_norm: 4.3498 2021-07-17 03:59:19,436 - mmaction - INFO - Epoch [192][360/1879] lr: 1.508e-02, eta: 1 day, 5:08:57, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7832, loss_cls: 1.8961, loss: 1.8961, grad_norm: 4.3201 2021-07-17 03:59:36,078 - mmaction - INFO - Epoch [192][380/1879] lr: 1.508e-02, eta: 1 day, 5:08:37, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7773, loss_cls: 1.8665, loss: 1.8665, grad_norm: 4.1917 2021-07-17 03:59:52,848 - mmaction - INFO - Epoch [192][400/1879] lr: 1.508e-02, eta: 1 day, 5:08:18, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7699, loss_cls: 1.9333, loss: 1.9333, grad_norm: 4.3191 2021-07-17 04:00:09,531 - mmaction - INFO - Epoch [192][420/1879] lr: 1.508e-02, eta: 1 day, 5:07:59, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.8633, loss: 1.8633, grad_norm: 4.1966 2021-07-17 04:00:26,229 - mmaction - INFO - Epoch [192][440/1879] lr: 1.508e-02, eta: 1 day, 5:07:39, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7703, loss_cls: 1.9666, loss: 1.9666, grad_norm: 4.4909 2021-07-17 04:00:43,020 - mmaction - INFO - Epoch [192][460/1879] lr: 1.508e-02, eta: 1 day, 5:07:20, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7801, loss_cls: 1.8802, loss: 1.8802, grad_norm: 4.2577 2021-07-17 04:00:59,911 - mmaction - INFO - Epoch [192][480/1879] lr: 1.508e-02, eta: 1 day, 5:07:01, time: 0.845, data_time: 0.002, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7789, loss_cls: 1.8665, loss: 1.8665, grad_norm: 4.3135 2021-07-17 04:01:16,619 - mmaction - INFO - Epoch [192][500/1879] lr: 1.508e-02, eta: 1 day, 5:06:42, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7699, loss_cls: 1.9512, loss: 1.9512, grad_norm: 4.3551 2021-07-17 04:01:33,508 - mmaction - INFO - Epoch [192][520/1879] lr: 1.508e-02, eta: 1 day, 5:06:23, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7660, loss_cls: 1.9382, loss: 1.9382, grad_norm: 4.1511 2021-07-17 04:01:50,212 - mmaction - INFO - Epoch [192][540/1879] lr: 1.508e-02, eta: 1 day, 5:06:04, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7738, loss_cls: 1.9198, loss: 1.9198, grad_norm: 4.3009 2021-07-17 04:02:06,894 - mmaction - INFO - Epoch [192][560/1879] lr: 1.508e-02, eta: 1 day, 5:05:44, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7754, loss_cls: 1.9021, loss: 1.9021, grad_norm: 4.2546 2021-07-17 04:02:23,565 - mmaction - INFO - Epoch [192][580/1879] lr: 1.508e-02, eta: 1 day, 5:05:25, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.8370, loss: 1.8370, grad_norm: 4.2642 2021-07-17 04:02:40,398 - mmaction - INFO - Epoch [192][600/1879] lr: 1.508e-02, eta: 1 day, 5:05:06, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.5410, top5_acc: 0.7754, loss_cls: 1.9284, loss: 1.9284, grad_norm: 4.4210 2021-07-17 04:02:56,951 - mmaction - INFO - Epoch [192][620/1879] lr: 1.508e-02, eta: 1 day, 5:04:46, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9055, loss: 1.9055, grad_norm: 4.3020 2021-07-17 04:03:13,551 - mmaction - INFO - Epoch [192][640/1879] lr: 1.508e-02, eta: 1 day, 5:04:26, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7797, loss_cls: 1.8914, loss: 1.8914, grad_norm: 4.2249 2021-07-17 04:03:30,290 - mmaction - INFO - Epoch [192][660/1879] lr: 1.508e-02, eta: 1 day, 5:04:06, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7855, loss_cls: 1.8627, loss: 1.8627, grad_norm: 4.2701 2021-07-17 04:03:47,049 - mmaction - INFO - Epoch [192][680/1879] lr: 1.508e-02, eta: 1 day, 5:03:47, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7953, loss_cls: 1.8203, loss: 1.8203, grad_norm: 4.2460 2021-07-17 04:04:03,706 - mmaction - INFO - Epoch [192][700/1879] lr: 1.508e-02, eta: 1 day, 5:03:28, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8427, loss: 1.8427, grad_norm: 4.2473 2021-07-17 04:04:20,535 - mmaction - INFO - Epoch [192][720/1879] lr: 1.508e-02, eta: 1 day, 5:03:09, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7727, loss_cls: 1.9141, loss: 1.9141, grad_norm: 4.3756 2021-07-17 04:04:37,177 - mmaction - INFO - Epoch [192][740/1879] lr: 1.508e-02, eta: 1 day, 5:02:49, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7703, loss_cls: 1.9347, loss: 1.9347, grad_norm: 4.3290 2021-07-17 04:04:53,949 - mmaction - INFO - Epoch [192][760/1879] lr: 1.508e-02, eta: 1 day, 5:02:30, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7855, loss_cls: 1.8391, loss: 1.8391, grad_norm: 4.1420 2021-07-17 04:05:10,495 - mmaction - INFO - Epoch [192][780/1879] lr: 1.508e-02, eta: 1 day, 5:02:10, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7742, loss_cls: 1.9222, loss: 1.9222, grad_norm: 4.3446 2021-07-17 04:05:27,330 - mmaction - INFO - Epoch [192][800/1879] lr: 1.508e-02, eta: 1 day, 5:01:51, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7844, loss_cls: 1.8684, loss: 1.8684, grad_norm: 4.4211 2021-07-17 04:05:44,218 - mmaction - INFO - Epoch [192][820/1879] lr: 1.508e-02, eta: 1 day, 5:01:32, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7820, loss_cls: 1.8664, loss: 1.8664, grad_norm: 4.3528 2021-07-17 04:06:00,921 - mmaction - INFO - Epoch [192][840/1879] lr: 1.508e-02, eta: 1 day, 5:01:13, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7695, loss_cls: 1.9400, loss: 1.9400, grad_norm: 4.3397 2021-07-17 04:06:17,604 - mmaction - INFO - Epoch [192][860/1879] lr: 1.508e-02, eta: 1 day, 5:00:53, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7707, loss_cls: 1.9365, loss: 1.9365, grad_norm: 4.3763 2021-07-17 04:06:34,498 - mmaction - INFO - Epoch [192][880/1879] lr: 1.508e-02, eta: 1 day, 5:00:35, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7734, loss_cls: 1.9451, loss: 1.9451, grad_norm: 4.3761 2021-07-17 04:06:51,256 - mmaction - INFO - Epoch [192][900/1879] lr: 1.508e-02, eta: 1 day, 5:00:15, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7676, loss_cls: 1.9385, loss: 1.9385, grad_norm: 4.4175 2021-07-17 04:07:07,931 - mmaction - INFO - Epoch [192][920/1879] lr: 1.508e-02, eta: 1 day, 4:59:56, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7625, loss_cls: 1.9430, loss: 1.9430, grad_norm: 4.4342 2021-07-17 04:07:24,686 - mmaction - INFO - Epoch [192][940/1879] lr: 1.508e-02, eta: 1 day, 4:59:37, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7770, loss_cls: 1.9130, loss: 1.9130, grad_norm: 4.3813 2021-07-17 04:07:41,288 - mmaction - INFO - Epoch [192][960/1879] lr: 1.508e-02, eta: 1 day, 4:59:17, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 1.9534, loss: 1.9534, grad_norm: 4.3312 2021-07-17 04:07:58,001 - mmaction - INFO - Epoch [192][980/1879] lr: 1.508e-02, eta: 1 day, 4:58:58, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7680, loss_cls: 1.9102, loss: 1.9102, grad_norm: 4.2757 2021-07-17 04:08:14,741 - mmaction - INFO - Epoch [192][1000/1879] lr: 1.508e-02, eta: 1 day, 4:58:38, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7789, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.4063 2021-07-17 04:08:31,512 - mmaction - INFO - Epoch [192][1020/1879] lr: 1.508e-02, eta: 1 day, 4:58:19, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7707, loss_cls: 1.9230, loss: 1.9230, grad_norm: 4.4644 2021-07-17 04:08:48,127 - mmaction - INFO - Epoch [192][1040/1879] lr: 1.508e-02, eta: 1 day, 4:58:00, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9773, loss: 1.9773, grad_norm: 4.4695 2021-07-17 04:09:04,556 - mmaction - INFO - Epoch [192][1060/1879] lr: 1.508e-02, eta: 1 day, 4:57:39, time: 0.821, data_time: 0.002, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9560, loss: 1.9560, grad_norm: 4.3486 2021-07-17 04:09:21,172 - mmaction - INFO - Epoch [192][1080/1879] lr: 1.508e-02, eta: 1 day, 4:57:19, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7676, loss_cls: 1.9607, loss: 1.9607, grad_norm: 4.3955 2021-07-17 04:09:37,748 - mmaction - INFO - Epoch [192][1100/1879] lr: 1.508e-02, eta: 1 day, 4:56:59, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7805, loss_cls: 1.9368, loss: 1.9368, grad_norm: 4.3775 2021-07-17 04:09:54,456 - mmaction - INFO - Epoch [192][1120/1879] lr: 1.508e-02, eta: 1 day, 4:56:40, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7691, loss_cls: 1.9326, loss: 1.9326, grad_norm: 4.3187 2021-07-17 04:10:11,104 - mmaction - INFO - Epoch [192][1140/1879] lr: 1.508e-02, eta: 1 day, 4:56:21, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7891, loss_cls: 1.8460, loss: 1.8460, grad_norm: 4.3442 2021-07-17 04:10:27,830 - mmaction - INFO - Epoch [192][1160/1879] lr: 1.508e-02, eta: 1 day, 4:56:01, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7578, loss_cls: 1.9996, loss: 1.9996, grad_norm: 4.4490 2021-07-17 04:10:44,468 - mmaction - INFO - Epoch [192][1180/1879] lr: 1.508e-02, eta: 1 day, 4:55:42, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7777, loss_cls: 1.8907, loss: 1.8907, grad_norm: 4.2385 2021-07-17 04:11:01,190 - mmaction - INFO - Epoch [192][1200/1879] lr: 1.508e-02, eta: 1 day, 4:55:22, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7812, loss_cls: 1.8624, loss: 1.8624, grad_norm: 4.2551 2021-07-17 04:11:17,842 - mmaction - INFO - Epoch [192][1220/1879] lr: 1.508e-02, eta: 1 day, 4:55:03, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7809, loss_cls: 1.8690, loss: 1.8690, grad_norm: 4.2990 2021-07-17 04:11:34,484 - mmaction - INFO - Epoch [192][1240/1879] lr: 1.508e-02, eta: 1 day, 4:54:43, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7730, loss_cls: 1.9156, loss: 1.9156, grad_norm: 4.4321 2021-07-17 04:11:51,250 - mmaction - INFO - Epoch [192][1260/1879] lr: 1.508e-02, eta: 1 day, 4:54:24, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7824, loss_cls: 1.9011, loss: 1.9011, grad_norm: 4.2914 2021-07-17 04:12:07,902 - mmaction - INFO - Epoch [192][1280/1879] lr: 1.508e-02, eta: 1 day, 4:54:05, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9282, loss: 1.9282, grad_norm: 4.4362 2021-07-17 04:12:24,748 - mmaction - INFO - Epoch [192][1300/1879] lr: 1.508e-02, eta: 1 day, 4:53:46, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7859, loss_cls: 1.8817, loss: 1.8817, grad_norm: 4.3288 2021-07-17 04:12:41,455 - mmaction - INFO - Epoch [192][1320/1879] lr: 1.508e-02, eta: 1 day, 4:53:27, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7574, loss_cls: 1.9756, loss: 1.9756, grad_norm: 4.4255 2021-07-17 04:12:58,141 - mmaction - INFO - Epoch [192][1340/1879] lr: 1.508e-02, eta: 1 day, 4:53:07, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7734, loss_cls: 1.9139, loss: 1.9139, grad_norm: 4.4044 2021-07-17 04:13:14,856 - mmaction - INFO - Epoch [192][1360/1879] lr: 1.508e-02, eta: 1 day, 4:52:48, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7766, loss_cls: 1.9079, loss: 1.9079, grad_norm: 4.4116 2021-07-17 04:13:31,238 - mmaction - INFO - Epoch [192][1380/1879] lr: 1.508e-02, eta: 1 day, 4:52:27, time: 0.818, data_time: 0.004, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7676, loss_cls: 1.9489, loss: 1.9489, grad_norm: 4.3966 2021-07-17 04:13:47,986 - mmaction - INFO - Epoch [192][1400/1879] lr: 1.508e-02, eta: 1 day, 4:52:08, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7715, loss_cls: 1.9467, loss: 1.9467, grad_norm: 4.3140 2021-07-17 04:14:04,652 - mmaction - INFO - Epoch [192][1420/1879] lr: 1.508e-02, eta: 1 day, 4:51:49, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 1.9558, loss: 1.9558, grad_norm: 4.3225 2021-07-17 04:14:21,326 - mmaction - INFO - Epoch [192][1440/1879] lr: 1.508e-02, eta: 1 day, 4:51:29, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7750, loss_cls: 1.9302, loss: 1.9302, grad_norm: 4.2628 2021-07-17 04:14:37,970 - mmaction - INFO - Epoch [192][1460/1879] lr: 1.508e-02, eta: 1 day, 4:51:10, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5387, top5_acc: 0.7609, loss_cls: 2.0011, loss: 2.0011, grad_norm: 4.4359 2021-07-17 04:14:54,498 - mmaction - INFO - Epoch [192][1480/1879] lr: 1.508e-02, eta: 1 day, 4:50:50, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7852, loss_cls: 1.9136, loss: 1.9136, grad_norm: 4.3061 2021-07-17 04:15:11,171 - mmaction - INFO - Epoch [192][1500/1879] lr: 1.508e-02, eta: 1 day, 4:50:30, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7699, loss_cls: 1.9427, loss: 1.9427, grad_norm: 4.2896 2021-07-17 04:15:27,802 - mmaction - INFO - Epoch [192][1520/1879] lr: 1.508e-02, eta: 1 day, 4:50:11, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7742, loss_cls: 1.9046, loss: 1.9046, grad_norm: 4.2851 2021-07-17 04:15:44,398 - mmaction - INFO - Epoch [192][1540/1879] lr: 1.508e-02, eta: 1 day, 4:49:51, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7723, loss_cls: 1.9570, loss: 1.9570, grad_norm: 4.3650 2021-07-17 04:16:01,138 - mmaction - INFO - Epoch [192][1560/1879] lr: 1.508e-02, eta: 1 day, 4:49:32, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7691, loss_cls: 1.9692, loss: 1.9692, grad_norm: 4.4312 2021-07-17 04:16:17,835 - mmaction - INFO - Epoch [192][1580/1879] lr: 1.508e-02, eta: 1 day, 4:49:13, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7797, loss_cls: 1.8540, loss: 1.8540, grad_norm: 4.2573 2021-07-17 04:16:34,474 - mmaction - INFO - Epoch [192][1600/1879] lr: 1.508e-02, eta: 1 day, 4:48:53, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5465, top5_acc: 0.7750, loss_cls: 1.9327, loss: 1.9327, grad_norm: 4.2366 2021-07-17 04:16:51,208 - mmaction - INFO - Epoch [192][1620/1879] lr: 1.508e-02, eta: 1 day, 4:48:34, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7848, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.2004 2021-07-17 04:17:07,940 - mmaction - INFO - Epoch [192][1640/1879] lr: 1.508e-02, eta: 1 day, 4:48:15, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7746, loss_cls: 1.9442, loss: 1.9442, grad_norm: 4.3347 2021-07-17 04:17:24,630 - mmaction - INFO - Epoch [192][1660/1879] lr: 1.508e-02, eta: 1 day, 4:47:55, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7809, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.3761 2021-07-17 04:17:41,245 - mmaction - INFO - Epoch [192][1680/1879] lr: 1.508e-02, eta: 1 day, 4:47:36, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7801, loss_cls: 1.8878, loss: 1.8878, grad_norm: 4.3599 2021-07-17 04:17:58,044 - mmaction - INFO - Epoch [192][1700/1879] lr: 1.508e-02, eta: 1 day, 4:47:17, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5348, top5_acc: 0.7578, loss_cls: 2.0357, loss: 2.0357, grad_norm: 4.4787 2021-07-17 04:18:14,586 - mmaction - INFO - Epoch [192][1720/1879] lr: 1.508e-02, eta: 1 day, 4:46:57, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7840, loss_cls: 1.9058, loss: 1.9058, grad_norm: 4.2992 2021-07-17 04:18:31,143 - mmaction - INFO - Epoch [192][1740/1879] lr: 1.508e-02, eta: 1 day, 4:46:37, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7895, loss_cls: 1.8388, loss: 1.8388, grad_norm: 4.2849 2021-07-17 04:18:47,881 - mmaction - INFO - Epoch [192][1760/1879] lr: 1.508e-02, eta: 1 day, 4:46:18, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7742, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.3021 2021-07-17 04:19:04,555 - mmaction - INFO - Epoch [192][1780/1879] lr: 1.508e-02, eta: 1 day, 4:45:59, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7895, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.3247 2021-07-17 04:19:21,223 - mmaction - INFO - Epoch [192][1800/1879] lr: 1.508e-02, eta: 1 day, 4:45:39, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7777, loss_cls: 1.9401, loss: 1.9401, grad_norm: 4.3223 2021-07-17 04:19:37,901 - mmaction - INFO - Epoch [192][1820/1879] lr: 1.508e-02, eta: 1 day, 4:45:20, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5426, top5_acc: 0.7629, loss_cls: 1.9605, loss: 1.9605, grad_norm: 4.3778 2021-07-17 04:19:54,468 - mmaction - INFO - Epoch [192][1840/1879] lr: 1.508e-02, eta: 1 day, 4:45:00, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7625, loss_cls: 1.9728, loss: 1.9728, grad_norm: 4.3179 2021-07-17 04:20:11,215 - mmaction - INFO - Epoch [192][1860/1879] lr: 1.508e-02, eta: 1 day, 4:44:41, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7738, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.2082 2021-07-17 04:20:35,798 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 04:20:35,801 - mmaction - INFO - 106 BN found 2021-07-17 04:25:23,591 - mmaction - INFO - BN stats updated 2021-07-17 04:25:25,609 - mmaction - INFO - Saving checkpoint at 192 epochs 2021-07-17 04:26:46,395 - mmaction - INFO - Epoch [193][20/1879] lr: 1.464e-02, eta: 1 day, 4:47:08, time: 3.934, data_time: 3.080, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7824, loss_cls: 1.8619, loss: 1.8619, grad_norm: 4.2992 2021-07-17 04:27:02,725 - mmaction - INFO - Epoch [193][40/1879] lr: 1.464e-02, eta: 1 day, 4:46:47, time: 0.816, data_time: 0.006, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7855, loss_cls: 1.8618, loss: 1.8618, grad_norm: 4.2973 2021-07-17 04:27:18,968 - mmaction - INFO - Epoch [193][60/1879] lr: 1.464e-02, eta: 1 day, 4:46:26, time: 0.813, data_time: 0.002, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7852, loss_cls: 1.8266, loss: 1.8266, grad_norm: 4.2425 2021-07-17 04:27:35,295 - mmaction - INFO - Epoch [193][80/1879] lr: 1.464e-02, eta: 1 day, 4:46:05, time: 0.813, data_time: 0.004, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7754, loss_cls: 1.8686, loss: 1.8686, grad_norm: 4.3018 2021-07-17 04:27:51,678 - mmaction - INFO - Epoch [193][100/1879] lr: 1.464e-02, eta: 1 day, 4:45:44, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7758, loss_cls: 1.9202, loss: 1.9202, grad_norm: 4.3217 2021-07-17 04:28:08,181 - mmaction - INFO - Epoch [193][120/1879] lr: 1.464e-02, eta: 1 day, 4:45:24, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7891, loss_cls: 1.8498, loss: 1.8498, grad_norm: 4.3145 2021-07-17 04:28:24,598 - mmaction - INFO - Epoch [193][140/1879] lr: 1.464e-02, eta: 1 day, 4:45:04, time: 0.823, data_time: 0.003, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.4124 2021-07-17 04:28:41,275 - mmaction - INFO - Epoch [193][160/1879] lr: 1.464e-02, eta: 1 day, 4:44:44, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7930, loss_cls: 1.8899, loss: 1.8899, grad_norm: 4.4852 2021-07-17 04:28:57,823 - mmaction - INFO - Epoch [193][180/1879] lr: 1.464e-02, eta: 1 day, 4:44:24, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7699, loss_cls: 1.8989, loss: 1.8989, grad_norm: 4.3978 2021-07-17 04:29:14,378 - mmaction - INFO - Epoch [193][200/1879] lr: 1.464e-02, eta: 1 day, 4:44:04, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7777, loss_cls: 1.9203, loss: 1.9203, grad_norm: 4.2832 2021-07-17 04:29:30,984 - mmaction - INFO - Epoch [193][220/1879] lr: 1.464e-02, eta: 1 day, 4:43:45, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7777, loss_cls: 1.8720, loss: 1.8720, grad_norm: 4.2562 2021-07-17 04:29:47,654 - mmaction - INFO - Epoch [193][240/1879] lr: 1.464e-02, eta: 1 day, 4:43:25, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7789, loss_cls: 1.8745, loss: 1.8745, grad_norm: 4.3743 2021-07-17 04:30:04,526 - mmaction - INFO - Epoch [193][260/1879] lr: 1.464e-02, eta: 1 day, 4:43:06, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7730, loss_cls: 1.9688, loss: 1.9688, grad_norm: 4.4646 2021-07-17 04:30:21,214 - mmaction - INFO - Epoch [193][280/1879] lr: 1.464e-02, eta: 1 day, 4:42:47, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7793, loss_cls: 1.9225, loss: 1.9225, grad_norm: 4.3842 2021-07-17 04:30:37,987 - mmaction - INFO - Epoch [193][300/1879] lr: 1.464e-02, eta: 1 day, 4:42:28, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.8570, loss: 1.8570, grad_norm: 4.3451 2021-07-17 04:30:54,568 - mmaction - INFO - Epoch [193][320/1879] lr: 1.464e-02, eta: 1 day, 4:42:08, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7770, loss_cls: 1.9276, loss: 1.9276, grad_norm: 4.4276 2021-07-17 04:31:11,276 - mmaction - INFO - Epoch [193][340/1879] lr: 1.464e-02, eta: 1 day, 4:41:49, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7730, loss_cls: 1.9068, loss: 1.9068, grad_norm: 4.3064 2021-07-17 04:31:28,074 - mmaction - INFO - Epoch [193][360/1879] lr: 1.464e-02, eta: 1 day, 4:41:30, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 1.9984, loss: 1.9984, grad_norm: 4.4218 2021-07-17 04:31:44,632 - mmaction - INFO - Epoch [193][380/1879] lr: 1.464e-02, eta: 1 day, 4:41:10, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7801, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.2828 2021-07-17 04:32:01,590 - mmaction - INFO - Epoch [193][400/1879] lr: 1.464e-02, eta: 1 day, 4:40:52, time: 0.849, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7828, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.2783 2021-07-17 04:32:18,177 - mmaction - INFO - Epoch [193][420/1879] lr: 1.464e-02, eta: 1 day, 4:40:32, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7746, loss_cls: 1.9120, loss: 1.9120, grad_norm: 4.3560 2021-07-17 04:32:34,849 - mmaction - INFO - Epoch [193][440/1879] lr: 1.464e-02, eta: 1 day, 4:40:12, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7785, loss_cls: 1.8896, loss: 1.8896, grad_norm: 4.3585 2021-07-17 04:32:51,641 - mmaction - INFO - Epoch [193][460/1879] lr: 1.464e-02, eta: 1 day, 4:39:53, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7793, loss_cls: 1.9136, loss: 1.9136, grad_norm: 4.3487 2021-07-17 04:33:08,337 - mmaction - INFO - Epoch [193][480/1879] lr: 1.464e-02, eta: 1 day, 4:39:34, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7695, loss_cls: 1.9308, loss: 1.9308, grad_norm: 4.3465 2021-07-17 04:33:25,064 - mmaction - INFO - Epoch [193][500/1879] lr: 1.464e-02, eta: 1 day, 4:39:15, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7703, loss_cls: 1.9224, loss: 1.9224, grad_norm: 4.4486 2021-07-17 04:33:41,854 - mmaction - INFO - Epoch [193][520/1879] lr: 1.464e-02, eta: 1 day, 4:38:56, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5613, top5_acc: 0.7742, loss_cls: 1.9108, loss: 1.9108, grad_norm: 4.3209 2021-07-17 04:33:58,437 - mmaction - INFO - Epoch [193][540/1879] lr: 1.464e-02, eta: 1 day, 4:38:36, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5727, top5_acc: 0.8027, loss_cls: 1.7865, loss: 1.7865, grad_norm: 4.2576 2021-07-17 04:34:15,106 - mmaction - INFO - Epoch [193][560/1879] lr: 1.464e-02, eta: 1 day, 4:38:17, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7695, loss_cls: 1.9184, loss: 1.9184, grad_norm: 4.3026 2021-07-17 04:34:31,920 - mmaction - INFO - Epoch [193][580/1879] lr: 1.464e-02, eta: 1 day, 4:37:58, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7879, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.3120 2021-07-17 04:34:48,463 - mmaction - INFO - Epoch [193][600/1879] lr: 1.464e-02, eta: 1 day, 4:37:38, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7715, loss_cls: 1.8728, loss: 1.8728, grad_norm: 4.4103 2021-07-17 04:35:05,032 - mmaction - INFO - Epoch [193][620/1879] lr: 1.464e-02, eta: 1 day, 4:37:18, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7742, loss_cls: 1.9035, loss: 1.9035, grad_norm: 4.2788 2021-07-17 04:35:21,906 - mmaction - INFO - Epoch [193][640/1879] lr: 1.464e-02, eta: 1 day, 4:37:00, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7797, loss_cls: 1.8568, loss: 1.8568, grad_norm: 4.2064 2021-07-17 04:35:38,686 - mmaction - INFO - Epoch [193][660/1879] lr: 1.464e-02, eta: 1 day, 4:36:41, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7871, loss_cls: 1.8727, loss: 1.8727, grad_norm: 4.3299 2021-07-17 04:35:55,274 - mmaction - INFO - Epoch [193][680/1879] lr: 1.464e-02, eta: 1 day, 4:36:21, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8753, loss: 1.8753, grad_norm: 4.4196 2021-07-17 04:36:12,085 - mmaction - INFO - Epoch [193][700/1879] lr: 1.464e-02, eta: 1 day, 4:36:02, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7793, loss_cls: 1.8764, loss: 1.8764, grad_norm: 4.4212 2021-07-17 04:36:28,610 - mmaction - INFO - Epoch [193][720/1879] lr: 1.464e-02, eta: 1 day, 4:35:42, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7852, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.3404 2021-07-17 04:36:45,271 - mmaction - INFO - Epoch [193][740/1879] lr: 1.464e-02, eta: 1 day, 4:35:23, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7801, loss_cls: 1.8852, loss: 1.8852, grad_norm: 4.3277 2021-07-17 04:37:01,915 - mmaction - INFO - Epoch [193][760/1879] lr: 1.464e-02, eta: 1 day, 4:35:04, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7820, loss_cls: 1.8429, loss: 1.8429, grad_norm: 4.2750 2021-07-17 04:37:18,738 - mmaction - INFO - Epoch [193][780/1879] lr: 1.464e-02, eta: 1 day, 4:34:45, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7914, loss_cls: 1.8423, loss: 1.8423, grad_norm: 4.3504 2021-07-17 04:37:35,501 - mmaction - INFO - Epoch [193][800/1879] lr: 1.464e-02, eta: 1 day, 4:34:26, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7828, loss_cls: 1.9069, loss: 1.9069, grad_norm: 4.3758 2021-07-17 04:37:52,339 - mmaction - INFO - Epoch [193][820/1879] lr: 1.464e-02, eta: 1 day, 4:34:07, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7766, loss_cls: 1.8877, loss: 1.8877, grad_norm: 4.2714 2021-07-17 04:38:08,850 - mmaction - INFO - Epoch [193][840/1879] lr: 1.464e-02, eta: 1 day, 4:33:47, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7621, loss_cls: 1.9392, loss: 1.9392, grad_norm: 4.3621 2021-07-17 04:38:25,532 - mmaction - INFO - Epoch [193][860/1879] lr: 1.464e-02, eta: 1 day, 4:33:28, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8810, loss: 1.8810, grad_norm: 4.3505 2021-07-17 04:38:42,049 - mmaction - INFO - Epoch [193][880/1879] lr: 1.464e-02, eta: 1 day, 4:33:08, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7824, loss_cls: 1.9190, loss: 1.9190, grad_norm: 4.4295 2021-07-17 04:38:58,838 - mmaction - INFO - Epoch [193][900/1879] lr: 1.464e-02, eta: 1 day, 4:32:49, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7750, loss_cls: 1.9084, loss: 1.9084, grad_norm: 4.3675 2021-07-17 04:39:15,501 - mmaction - INFO - Epoch [193][920/1879] lr: 1.464e-02, eta: 1 day, 4:32:30, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7805, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.3113 2021-07-17 04:39:32,231 - mmaction - INFO - Epoch [193][940/1879] lr: 1.464e-02, eta: 1 day, 4:32:10, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7785, loss_cls: 1.9347, loss: 1.9347, grad_norm: 4.4077 2021-07-17 04:39:48,983 - mmaction - INFO - Epoch [193][960/1879] lr: 1.464e-02, eta: 1 day, 4:31:51, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7625, loss_cls: 1.9638, loss: 1.9638, grad_norm: 4.3170 2021-07-17 04:40:05,801 - mmaction - INFO - Epoch [193][980/1879] lr: 1.464e-02, eta: 1 day, 4:31:33, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5902, top5_acc: 0.7941, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.1529 2021-07-17 04:40:22,428 - mmaction - INFO - Epoch [193][1000/1879] lr: 1.464e-02, eta: 1 day, 4:31:13, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5488, top5_acc: 0.7656, loss_cls: 1.9687, loss: 1.9687, grad_norm: 4.3153 2021-07-17 04:40:39,025 - mmaction - INFO - Epoch [193][1020/1879] lr: 1.464e-02, eta: 1 day, 4:30:54, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7695, loss_cls: 1.9462, loss: 1.9462, grad_norm: 4.2973 2021-07-17 04:40:55,675 - mmaction - INFO - Epoch [193][1040/1879] lr: 1.464e-02, eta: 1 day, 4:30:34, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7664, loss_cls: 1.9253, loss: 1.9253, grad_norm: 4.3874 2021-07-17 04:41:12,418 - mmaction - INFO - Epoch [193][1060/1879] lr: 1.464e-02, eta: 1 day, 4:30:15, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7758, loss_cls: 1.8939, loss: 1.8939, grad_norm: 4.1988 2021-07-17 04:41:29,147 - mmaction - INFO - Epoch [193][1080/1879] lr: 1.464e-02, eta: 1 day, 4:29:56, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7777, loss_cls: 1.9128, loss: 1.9128, grad_norm: 4.3802 2021-07-17 04:41:45,811 - mmaction - INFO - Epoch [193][1100/1879] lr: 1.464e-02, eta: 1 day, 4:29:37, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5676, top5_acc: 0.7902, loss_cls: 1.8728, loss: 1.8728, grad_norm: 4.2793 2021-07-17 04:42:02,315 - mmaction - INFO - Epoch [193][1120/1879] lr: 1.464e-02, eta: 1 day, 4:29:17, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7898, loss_cls: 1.8362, loss: 1.8362, grad_norm: 4.3466 2021-07-17 04:42:19,071 - mmaction - INFO - Epoch [193][1140/1879] lr: 1.464e-02, eta: 1 day, 4:28:58, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7895, loss_cls: 1.8245, loss: 1.8245, grad_norm: 4.4355 2021-07-17 04:42:35,719 - mmaction - INFO - Epoch [193][1160/1879] lr: 1.464e-02, eta: 1 day, 4:28:38, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7848, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.3351 2021-07-17 04:42:52,372 - mmaction - INFO - Epoch [193][1180/1879] lr: 1.464e-02, eta: 1 day, 4:28:19, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8361, loss: 1.8361, grad_norm: 4.2975 2021-07-17 04:43:09,134 - mmaction - INFO - Epoch [193][1200/1879] lr: 1.464e-02, eta: 1 day, 4:28:00, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7805, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.4292 2021-07-17 04:43:25,750 - mmaction - INFO - Epoch [193][1220/1879] lr: 1.464e-02, eta: 1 day, 4:27:41, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7684, loss_cls: 1.9730, loss: 1.9730, grad_norm: 4.4074 2021-07-17 04:43:42,268 - mmaction - INFO - Epoch [193][1240/1879] lr: 1.464e-02, eta: 1 day, 4:27:21, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7688, loss_cls: 1.9449, loss: 1.9449, grad_norm: 4.4474 2021-07-17 04:43:58,999 - mmaction - INFO - Epoch [193][1260/1879] lr: 1.464e-02, eta: 1 day, 4:27:02, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7684, loss_cls: 1.9250, loss: 1.9250, grad_norm: 4.3765 2021-07-17 04:44:15,636 - mmaction - INFO - Epoch [193][1280/1879] lr: 1.464e-02, eta: 1 day, 4:26:42, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7691, loss_cls: 1.9164, loss: 1.9164, grad_norm: 4.3186 2021-07-17 04:44:32,307 - mmaction - INFO - Epoch [193][1300/1879] lr: 1.464e-02, eta: 1 day, 4:26:23, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7895, loss_cls: 1.8838, loss: 1.8838, grad_norm: 4.3828 2021-07-17 04:44:49,041 - mmaction - INFO - Epoch [193][1320/1879] lr: 1.464e-02, eta: 1 day, 4:26:04, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7770, loss_cls: 1.9002, loss: 1.9002, grad_norm: 4.2995 2021-07-17 04:45:05,762 - mmaction - INFO - Epoch [193][1340/1879] lr: 1.464e-02, eta: 1 day, 4:25:45, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7887, loss_cls: 1.8586, loss: 1.8586, grad_norm: 4.2593 2021-07-17 04:45:22,514 - mmaction - INFO - Epoch [193][1360/1879] lr: 1.464e-02, eta: 1 day, 4:25:26, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5676, top5_acc: 0.7816, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.3586 2021-07-17 04:45:39,247 - mmaction - INFO - Epoch [193][1380/1879] lr: 1.464e-02, eta: 1 day, 4:25:07, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7859, loss_cls: 1.8878, loss: 1.8878, grad_norm: 4.3754 2021-07-17 04:45:55,856 - mmaction - INFO - Epoch [193][1400/1879] lr: 1.464e-02, eta: 1 day, 4:24:47, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7609, loss_cls: 1.9598, loss: 1.9598, grad_norm: 4.3937 2021-07-17 04:46:12,499 - mmaction - INFO - Epoch [193][1420/1879] lr: 1.464e-02, eta: 1 day, 4:24:28, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7777, loss_cls: 1.8701, loss: 1.8701, grad_norm: 4.2727 2021-07-17 04:46:29,017 - mmaction - INFO - Epoch [193][1440/1879] lr: 1.464e-02, eta: 1 day, 4:24:08, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7879, loss_cls: 1.8784, loss: 1.8784, grad_norm: 4.3204 2021-07-17 04:46:45,686 - mmaction - INFO - Epoch [193][1460/1879] lr: 1.464e-02, eta: 1 day, 4:23:49, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8315, loss: 1.8315, grad_norm: 4.3177 2021-07-17 04:47:02,355 - mmaction - INFO - Epoch [193][1480/1879] lr: 1.464e-02, eta: 1 day, 4:23:30, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7855, loss_cls: 1.8745, loss: 1.8745, grad_norm: 4.1976 2021-07-17 04:47:19,085 - mmaction - INFO - Epoch [193][1500/1879] lr: 1.464e-02, eta: 1 day, 4:23:11, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7738, loss_cls: 1.9354, loss: 1.9354, grad_norm: 4.3719 2021-07-17 04:47:35,703 - mmaction - INFO - Epoch [193][1520/1879] lr: 1.464e-02, eta: 1 day, 4:22:51, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7723, loss_cls: 1.9430, loss: 1.9430, grad_norm: 4.3652 2021-07-17 04:47:52,342 - mmaction - INFO - Epoch [193][1540/1879] lr: 1.464e-02, eta: 1 day, 4:22:32, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7703, loss_cls: 1.9286, loss: 1.9286, grad_norm: 4.3603 2021-07-17 04:48:08,949 - mmaction - INFO - Epoch [193][1560/1879] lr: 1.464e-02, eta: 1 day, 4:22:12, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7766, loss_cls: 1.8807, loss: 1.8807, grad_norm: 4.1752 2021-07-17 04:48:25,661 - mmaction - INFO - Epoch [193][1580/1879] lr: 1.464e-02, eta: 1 day, 4:21:53, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7770, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.3890 2021-07-17 04:48:42,377 - mmaction - INFO - Epoch [193][1600/1879] lr: 1.464e-02, eta: 1 day, 4:21:34, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7937, loss_cls: 1.7674, loss: 1.7674, grad_norm: 4.3078 2021-07-17 04:48:58,976 - mmaction - INFO - Epoch [193][1620/1879] lr: 1.464e-02, eta: 1 day, 4:21:15, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7836, loss_cls: 1.8650, loss: 1.8650, grad_norm: 4.3690 2021-07-17 04:49:15,785 - mmaction - INFO - Epoch [193][1640/1879] lr: 1.464e-02, eta: 1 day, 4:20:56, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5676, top5_acc: 0.7777, loss_cls: 1.9066, loss: 1.9066, grad_norm: 4.3805 2021-07-17 04:49:32,382 - mmaction - INFO - Epoch [193][1660/1879] lr: 1.464e-02, eta: 1 day, 4:20:37, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9298, loss: 1.9298, grad_norm: 4.3817 2021-07-17 04:49:49,189 - mmaction - INFO - Epoch [193][1680/1879] lr: 1.464e-02, eta: 1 day, 4:20:18, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7871, loss_cls: 1.8571, loss: 1.8571, grad_norm: 4.2317 2021-07-17 04:50:05,958 - mmaction - INFO - Epoch [193][1700/1879] lr: 1.464e-02, eta: 1 day, 4:19:59, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7625, loss_cls: 1.9500, loss: 1.9500, grad_norm: 4.3558 2021-07-17 04:50:22,569 - mmaction - INFO - Epoch [193][1720/1879] lr: 1.464e-02, eta: 1 day, 4:19:40, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7902, loss_cls: 1.8759, loss: 1.8759, grad_norm: 4.3522 2021-07-17 04:50:39,370 - mmaction - INFO - Epoch [193][1740/1879] lr: 1.464e-02, eta: 1 day, 4:19:21, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7809, loss_cls: 1.8852, loss: 1.8852, grad_norm: 4.2786 2021-07-17 04:50:55,967 - mmaction - INFO - Epoch [193][1760/1879] lr: 1.464e-02, eta: 1 day, 4:19:01, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7855, loss_cls: 1.8711, loss: 1.8711, grad_norm: 4.3611 2021-07-17 04:51:12,741 - mmaction - INFO - Epoch [193][1780/1879] lr: 1.464e-02, eta: 1 day, 4:18:43, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 1.9628, loss: 1.9628, grad_norm: 4.3807 2021-07-17 04:51:29,453 - mmaction - INFO - Epoch [193][1800/1879] lr: 1.464e-02, eta: 1 day, 4:18:24, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9722, loss: 1.9722, grad_norm: 4.4664 2021-07-17 04:51:46,228 - mmaction - INFO - Epoch [193][1820/1879] lr: 1.464e-02, eta: 1 day, 4:18:05, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7746, loss_cls: 1.9281, loss: 1.9281, grad_norm: 4.4510 2021-07-17 04:52:02,919 - mmaction - INFO - Epoch [193][1840/1879] lr: 1.464e-02, eta: 1 day, 4:17:46, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5422, top5_acc: 0.7723, loss_cls: 1.9478, loss: 1.9478, grad_norm: 4.5206 2021-07-17 04:52:19,570 - mmaction - INFO - Epoch [193][1860/1879] lr: 1.464e-02, eta: 1 day, 4:17:26, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7734, loss_cls: 1.9239, loss: 1.9239, grad_norm: 4.3310 2021-07-17 04:52:44,169 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 04:52:44,173 - mmaction - INFO - 106 BN found 2021-07-17 04:57:32,959 - mmaction - INFO - BN stats updated 2021-07-17 04:59:22,579 - mmaction - INFO - Epoch [194][20/1879] lr: 1.421e-02, eta: 1 day, 4:21:27, time: 5.380, data_time: 4.411, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8484, loss: 1.8484, grad_norm: 4.3363 2021-07-17 04:59:38,589 - mmaction - INFO - Epoch [194][40/1879] lr: 1.421e-02, eta: 1 day, 4:21:05, time: 0.800, data_time: 0.001, memory: 6455, top1_acc: 0.5824, top5_acc: 0.8016, loss_cls: 1.8003, loss: 1.8003, grad_norm: 4.3896 2021-07-17 04:59:54,911 - mmaction - INFO - Epoch [194][60/1879] lr: 1.421e-02, eta: 1 day, 4:20:44, time: 0.812, data_time: 0.001, memory: 6455, top1_acc: 0.5441, top5_acc: 0.7781, loss_cls: 1.9268, loss: 1.9268, grad_norm: 4.4150 2021-07-17 05:00:11,097 - mmaction - INFO - Epoch [194][80/1879] lr: 1.421e-02, eta: 1 day, 4:20:23, time: 0.814, data_time: 0.005, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7824, loss_cls: 1.8986, loss: 1.8986, grad_norm: 4.3850 2021-07-17 05:00:27,488 - mmaction - INFO - Epoch [194][100/1879] lr: 1.421e-02, eta: 1 day, 4:20:03, time: 0.818, data_time: 0.005, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7867, loss_cls: 1.8742, loss: 1.8742, grad_norm: 4.3982 2021-07-17 05:00:44,063 - mmaction - INFO - Epoch [194][120/1879] lr: 1.421e-02, eta: 1 day, 4:19:43, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7812, loss_cls: 1.8732, loss: 1.8732, grad_norm: 4.3328 2021-07-17 05:01:00,505 - mmaction - INFO - Epoch [194][140/1879] lr: 1.421e-02, eta: 1 day, 4:19:23, time: 0.820, data_time: 0.004, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7891, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.3501 2021-07-17 05:01:17,091 - mmaction - INFO - Epoch [194][160/1879] lr: 1.421e-02, eta: 1 day, 4:19:03, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8093, loss: 1.8093, grad_norm: 4.3693 2021-07-17 05:01:33,805 - mmaction - INFO - Epoch [194][180/1879] lr: 1.421e-02, eta: 1 day, 4:18:44, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7660, loss_cls: 1.9528, loss: 1.9528, grad_norm: 4.5075 2021-07-17 05:01:50,486 - mmaction - INFO - Epoch [194][200/1879] lr: 1.421e-02, eta: 1 day, 4:18:25, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7762, loss_cls: 1.9503, loss: 1.9503, grad_norm: 4.4215 2021-07-17 05:02:07,085 - mmaction - INFO - Epoch [194][220/1879] lr: 1.421e-02, eta: 1 day, 4:18:05, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.8277, loss: 1.8277, grad_norm: 4.3500 2021-07-17 05:02:23,684 - mmaction - INFO - Epoch [194][240/1879] lr: 1.421e-02, eta: 1 day, 4:17:45, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7891, loss_cls: 1.8652, loss: 1.8652, grad_norm: 4.4550 2021-07-17 05:02:40,435 - mmaction - INFO - Epoch [194][260/1879] lr: 1.421e-02, eta: 1 day, 4:17:26, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7688, loss_cls: 1.9241, loss: 1.9241, grad_norm: 4.4588 2021-07-17 05:02:57,034 - mmaction - INFO - Epoch [194][280/1879] lr: 1.421e-02, eta: 1 day, 4:17:07, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7809, loss_cls: 1.8982, loss: 1.8982, grad_norm: 4.4001 2021-07-17 05:03:13,777 - mmaction - INFO - Epoch [194][300/1879] lr: 1.421e-02, eta: 1 day, 4:16:48, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7797, loss_cls: 1.8607, loss: 1.8607, grad_norm: 4.3562 2021-07-17 05:03:30,578 - mmaction - INFO - Epoch [194][320/1879] lr: 1.421e-02, eta: 1 day, 4:16:29, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7715, loss_cls: 1.9458, loss: 1.9458, grad_norm: 4.3991 2021-07-17 05:03:47,305 - mmaction - INFO - Epoch [194][340/1879] lr: 1.421e-02, eta: 1 day, 4:16:10, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7863, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.2703 2021-07-17 05:04:04,115 - mmaction - INFO - Epoch [194][360/1879] lr: 1.421e-02, eta: 1 day, 4:15:51, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7664, loss_cls: 1.9263, loss: 1.9263, grad_norm: 4.4194 2021-07-17 05:04:20,885 - mmaction - INFO - Epoch [194][380/1879] lr: 1.421e-02, eta: 1 day, 4:15:32, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7824, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.2048 2021-07-17 05:04:37,597 - mmaction - INFO - Epoch [194][400/1879] lr: 1.421e-02, eta: 1 day, 4:15:13, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5762, top5_acc: 0.7914, loss_cls: 1.8191, loss: 1.8191, grad_norm: 4.3155 2021-07-17 05:04:54,204 - mmaction - INFO - Epoch [194][420/1879] lr: 1.421e-02, eta: 1 day, 4:14:53, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7844, loss_cls: 1.8782, loss: 1.8782, grad_norm: 4.3408 2021-07-17 05:05:11,353 - mmaction - INFO - Epoch [194][440/1879] lr: 1.421e-02, eta: 1 day, 4:14:36, time: 0.858, data_time: 0.002, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7773, loss_cls: 1.8809, loss: 1.8809, grad_norm: 4.3964 2021-07-17 05:05:28,304 - mmaction - INFO - Epoch [194][460/1879] lr: 1.421e-02, eta: 1 day, 4:14:17, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7867, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.5185 2021-07-17 05:05:45,005 - mmaction - INFO - Epoch [194][480/1879] lr: 1.421e-02, eta: 1 day, 4:13:58, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7832, loss_cls: 1.8729, loss: 1.8729, grad_norm: 4.4234 2021-07-17 05:06:01,791 - mmaction - INFO - Epoch [194][500/1879] lr: 1.421e-02, eta: 1 day, 4:13:39, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7898, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.3896 2021-07-17 05:06:18,368 - mmaction - INFO - Epoch [194][520/1879] lr: 1.421e-02, eta: 1 day, 4:13:20, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.8630, loss: 1.8630, grad_norm: 4.4004 2021-07-17 05:06:35,322 - mmaction - INFO - Epoch [194][540/1879] lr: 1.421e-02, eta: 1 day, 4:13:01, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7828, loss_cls: 1.8787, loss: 1.8787, grad_norm: 4.3619 2021-07-17 05:06:52,084 - mmaction - INFO - Epoch [194][560/1879] lr: 1.421e-02, eta: 1 day, 4:12:42, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7730, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.4450 2021-07-17 05:07:08,919 - mmaction - INFO - Epoch [194][580/1879] lr: 1.421e-02, eta: 1 day, 4:12:24, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7875, loss_cls: 1.8581, loss: 1.8581, grad_norm: 4.2751 2021-07-17 05:07:25,590 - mmaction - INFO - Epoch [194][600/1879] lr: 1.421e-02, eta: 1 day, 4:12:04, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7859, loss_cls: 1.8588, loss: 1.8588, grad_norm: 4.3361 2021-07-17 05:07:42,430 - mmaction - INFO - Epoch [194][620/1879] lr: 1.421e-02, eta: 1 day, 4:11:46, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7758, loss_cls: 1.8820, loss: 1.8820, grad_norm: 4.3537 2021-07-17 05:07:59,273 - mmaction - INFO - Epoch [194][640/1879] lr: 1.421e-02, eta: 1 day, 4:11:27, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7910, loss_cls: 1.8056, loss: 1.8056, grad_norm: 4.3145 2021-07-17 05:08:15,881 - mmaction - INFO - Epoch [194][660/1879] lr: 1.421e-02, eta: 1 day, 4:11:07, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7996, loss_cls: 1.8400, loss: 1.8400, grad_norm: 4.3541 2021-07-17 05:08:32,442 - mmaction - INFO - Epoch [194][680/1879] lr: 1.421e-02, eta: 1 day, 4:10:48, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8735, loss: 1.8735, grad_norm: 4.3122 2021-07-17 05:08:49,108 - mmaction - INFO - Epoch [194][700/1879] lr: 1.421e-02, eta: 1 day, 4:10:28, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7711, loss_cls: 1.8878, loss: 1.8878, grad_norm: 4.3606 2021-07-17 05:09:05,776 - mmaction - INFO - Epoch [194][720/1879] lr: 1.421e-02, eta: 1 day, 4:10:09, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7809, loss_cls: 1.8865, loss: 1.8865, grad_norm: 4.3847 2021-07-17 05:09:22,457 - mmaction - INFO - Epoch [194][740/1879] lr: 1.421e-02, eta: 1 day, 4:09:50, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7809, loss_cls: 1.8909, loss: 1.8909, grad_norm: 4.3909 2021-07-17 05:09:38,995 - mmaction - INFO - Epoch [194][760/1879] lr: 1.421e-02, eta: 1 day, 4:09:30, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7805, loss_cls: 1.8799, loss: 1.8799, grad_norm: 4.3961 2021-07-17 05:09:55,776 - mmaction - INFO - Epoch [194][780/1879] lr: 1.421e-02, eta: 1 day, 4:09:11, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7867, loss_cls: 1.8437, loss: 1.8437, grad_norm: 4.2873 2021-07-17 05:10:12,627 - mmaction - INFO - Epoch [194][800/1879] lr: 1.421e-02, eta: 1 day, 4:08:53, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7844, loss_cls: 1.8561, loss: 1.8561, grad_norm: 4.3925 2021-07-17 05:10:29,495 - mmaction - INFO - Epoch [194][820/1879] lr: 1.421e-02, eta: 1 day, 4:08:34, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7879, loss_cls: 1.8224, loss: 1.8224, grad_norm: 4.3466 2021-07-17 05:10:46,275 - mmaction - INFO - Epoch [194][840/1879] lr: 1.421e-02, eta: 1 day, 4:08:15, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7637, loss_cls: 1.9494, loss: 1.9494, grad_norm: 4.4337 2021-07-17 05:11:02,884 - mmaction - INFO - Epoch [194][860/1879] lr: 1.421e-02, eta: 1 day, 4:07:56, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7645, loss_cls: 1.9616, loss: 1.9616, grad_norm: 4.5003 2021-07-17 05:11:19,621 - mmaction - INFO - Epoch [194][880/1879] lr: 1.421e-02, eta: 1 day, 4:07:37, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5453, top5_acc: 0.7715, loss_cls: 1.9371, loss: 1.9371, grad_norm: 4.3494 2021-07-17 05:11:36,424 - mmaction - INFO - Epoch [194][900/1879] lr: 1.421e-02, eta: 1 day, 4:07:18, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7812, loss_cls: 1.8560, loss: 1.8560, grad_norm: 4.1927 2021-07-17 05:11:53,252 - mmaction - INFO - Epoch [194][920/1879] lr: 1.421e-02, eta: 1 day, 4:06:59, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7727, loss_cls: 1.9067, loss: 1.9067, grad_norm: 4.3029 2021-07-17 05:12:10,163 - mmaction - INFO - Epoch [194][940/1879] lr: 1.421e-02, eta: 1 day, 4:06:41, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7668, loss_cls: 1.9287, loss: 1.9287, grad_norm: 4.4018 2021-07-17 05:12:27,076 - mmaction - INFO - Epoch [194][960/1879] lr: 1.421e-02, eta: 1 day, 4:06:22, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7762, loss_cls: 1.9085, loss: 1.9085, grad_norm: 4.4517 2021-07-17 05:12:43,846 - mmaction - INFO - Epoch [194][980/1879] lr: 1.421e-02, eta: 1 day, 4:06:03, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7906, loss_cls: 1.8230, loss: 1.8230, grad_norm: 4.4138 2021-07-17 05:13:00,680 - mmaction - INFO - Epoch [194][1000/1879] lr: 1.421e-02, eta: 1 day, 4:05:45, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7859, loss_cls: 1.8631, loss: 1.8631, grad_norm: 4.3305 2021-07-17 05:13:17,445 - mmaction - INFO - Epoch [194][1020/1879] lr: 1.421e-02, eta: 1 day, 4:05:26, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7797, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.2972 2021-07-17 05:13:34,116 - mmaction - INFO - Epoch [194][1040/1879] lr: 1.421e-02, eta: 1 day, 4:05:07, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7879, loss_cls: 1.8511, loss: 1.8511, grad_norm: 4.3439 2021-07-17 05:13:50,793 - mmaction - INFO - Epoch [194][1060/1879] lr: 1.421e-02, eta: 1 day, 4:04:47, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7812, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.3929 2021-07-17 05:14:07,457 - mmaction - INFO - Epoch [194][1080/1879] lr: 1.421e-02, eta: 1 day, 4:04:28, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7820, loss_cls: 1.8464, loss: 1.8464, grad_norm: 4.2820 2021-07-17 05:14:24,230 - mmaction - INFO - Epoch [194][1100/1879] lr: 1.421e-02, eta: 1 day, 4:04:09, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7875, loss_cls: 1.8454, loss: 1.8454, grad_norm: 4.3281 2021-07-17 05:14:40,904 - mmaction - INFO - Epoch [194][1120/1879] lr: 1.421e-02, eta: 1 day, 4:03:50, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7758, loss_cls: 1.8956, loss: 1.8956, grad_norm: 4.3211 2021-07-17 05:14:57,669 - mmaction - INFO - Epoch [194][1140/1879] lr: 1.421e-02, eta: 1 day, 4:03:31, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7902, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.2860 2021-07-17 05:15:14,341 - mmaction - INFO - Epoch [194][1160/1879] lr: 1.421e-02, eta: 1 day, 4:03:12, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7637, loss_cls: 1.9465, loss: 1.9465, grad_norm: 4.4716 2021-07-17 05:15:30,974 - mmaction - INFO - Epoch [194][1180/1879] lr: 1.421e-02, eta: 1 day, 4:02:53, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7766, loss_cls: 1.9321, loss: 1.9321, grad_norm: 4.4273 2021-07-17 05:15:47,498 - mmaction - INFO - Epoch [194][1200/1879] lr: 1.421e-02, eta: 1 day, 4:02:33, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7801, loss_cls: 1.8686, loss: 1.8686, grad_norm: 4.4332 2021-07-17 05:16:04,133 - mmaction - INFO - Epoch [194][1220/1879] lr: 1.421e-02, eta: 1 day, 4:02:14, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7770, loss_cls: 1.8921, loss: 1.8921, grad_norm: 4.3934 2021-07-17 05:16:20,880 - mmaction - INFO - Epoch [194][1240/1879] lr: 1.421e-02, eta: 1 day, 4:01:55, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.8843, loss: 1.8843, grad_norm: 4.2955 2021-07-17 05:16:37,635 - mmaction - INFO - Epoch [194][1260/1879] lr: 1.421e-02, eta: 1 day, 4:01:36, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7625, loss_cls: 1.9264, loss: 1.9264, grad_norm: 4.2444 2021-07-17 05:16:54,175 - mmaction - INFO - Epoch [194][1280/1879] lr: 1.421e-02, eta: 1 day, 4:01:16, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9457, loss: 1.9457, grad_norm: 4.3396 2021-07-17 05:17:10,891 - mmaction - INFO - Epoch [194][1300/1879] lr: 1.421e-02, eta: 1 day, 4:00:57, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7812, loss_cls: 1.8953, loss: 1.8953, grad_norm: 4.4208 2021-07-17 05:17:27,357 - mmaction - INFO - Epoch [194][1320/1879] lr: 1.421e-02, eta: 1 day, 4:00:37, time: 0.825, data_time: 0.002, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7867, loss_cls: 1.8165, loss: 1.8165, grad_norm: 4.3073 2021-07-17 05:17:43,854 - mmaction - INFO - Epoch [194][1340/1879] lr: 1.421e-02, eta: 1 day, 4:00:17, time: 0.824, data_time: 0.006, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7715, loss_cls: 1.8809, loss: 1.8809, grad_norm: 4.3321 2021-07-17 05:18:00,553 - mmaction - INFO - Epoch [194][1360/1879] lr: 1.421e-02, eta: 1 day, 3:59:58, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7703, loss_cls: 1.9555, loss: 1.9555, grad_norm: 4.4958 2021-07-17 05:18:17,170 - mmaction - INFO - Epoch [194][1380/1879] lr: 1.421e-02, eta: 1 day, 3:59:39, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7879, loss_cls: 1.8041, loss: 1.8041, grad_norm: 4.3387 2021-07-17 05:18:33,843 - mmaction - INFO - Epoch [194][1400/1879] lr: 1.421e-02, eta: 1 day, 3:59:20, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7750, loss_cls: 1.9269, loss: 1.9269, grad_norm: 4.4216 2021-07-17 05:18:50,589 - mmaction - INFO - Epoch [194][1420/1879] lr: 1.421e-02, eta: 1 day, 3:59:01, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7711, loss_cls: 1.9111, loss: 1.9111, grad_norm: 4.4230 2021-07-17 05:19:07,200 - mmaction - INFO - Epoch [194][1440/1879] lr: 1.421e-02, eta: 1 day, 3:58:41, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7887, loss_cls: 1.8408, loss: 1.8408, grad_norm: 4.4309 2021-07-17 05:19:23,919 - mmaction - INFO - Epoch [194][1460/1879] lr: 1.421e-02, eta: 1 day, 3:58:22, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7832, loss_cls: 1.8889, loss: 1.8889, grad_norm: 4.4498 2021-07-17 05:19:40,383 - mmaction - INFO - Epoch [194][1480/1879] lr: 1.421e-02, eta: 1 day, 3:58:02, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7777, loss_cls: 1.9325, loss: 1.9325, grad_norm: 4.4876 2021-07-17 05:19:57,136 - mmaction - INFO - Epoch [194][1500/1879] lr: 1.421e-02, eta: 1 day, 3:57:44, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.8785, loss: 1.8785, grad_norm: 4.3276 2021-07-17 05:20:13,886 - mmaction - INFO - Epoch [194][1520/1879] lr: 1.421e-02, eta: 1 day, 3:57:25, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7820, loss_cls: 1.8781, loss: 1.8781, grad_norm: 4.4334 2021-07-17 05:20:30,576 - mmaction - INFO - Epoch [194][1540/1879] lr: 1.421e-02, eta: 1 day, 3:57:06, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7586, loss_cls: 1.9621, loss: 1.9621, grad_norm: 4.6069 2021-07-17 05:20:47,492 - mmaction - INFO - Epoch [194][1560/1879] lr: 1.421e-02, eta: 1 day, 3:56:47, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7668, loss_cls: 1.9281, loss: 1.9281, grad_norm: 4.4428 2021-07-17 05:21:03,933 - mmaction - INFO - Epoch [194][1580/1879] lr: 1.421e-02, eta: 1 day, 3:56:27, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7773, loss_cls: 1.9005, loss: 1.9005, grad_norm: 4.3899 2021-07-17 05:21:20,662 - mmaction - INFO - Epoch [194][1600/1879] lr: 1.421e-02, eta: 1 day, 3:56:08, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8785, loss: 1.8785, grad_norm: 4.4596 2021-07-17 05:21:37,419 - mmaction - INFO - Epoch [194][1620/1879] lr: 1.421e-02, eta: 1 day, 3:55:50, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7785, loss_cls: 1.9240, loss: 1.9240, grad_norm: 4.4367 2021-07-17 05:21:54,045 - mmaction - INFO - Epoch [194][1640/1879] lr: 1.421e-02, eta: 1 day, 3:55:30, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7723, loss_cls: 1.9231, loss: 1.9231, grad_norm: 4.5132 2021-07-17 05:22:10,587 - mmaction - INFO - Epoch [194][1660/1879] lr: 1.421e-02, eta: 1 day, 3:55:11, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5445, top5_acc: 0.7637, loss_cls: 2.0027, loss: 2.0027, grad_norm: 4.3742 2021-07-17 05:22:27,289 - mmaction - INFO - Epoch [194][1680/1879] lr: 1.421e-02, eta: 1 day, 3:54:52, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7828, loss_cls: 1.9342, loss: 1.9342, grad_norm: 4.4733 2021-07-17 05:22:43,971 - mmaction - INFO - Epoch [194][1700/1879] lr: 1.421e-02, eta: 1 day, 3:54:33, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7824, loss_cls: 1.8738, loss: 1.8738, grad_norm: 4.4167 2021-07-17 05:23:00,685 - mmaction - INFO - Epoch [194][1720/1879] lr: 1.421e-02, eta: 1 day, 3:54:13, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7832, loss_cls: 1.8524, loss: 1.8524, grad_norm: 4.3524 2021-07-17 05:23:17,297 - mmaction - INFO - Epoch [194][1740/1879] lr: 1.421e-02, eta: 1 day, 3:53:54, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7832, loss_cls: 1.8837, loss: 1.8837, grad_norm: 4.3615 2021-07-17 05:23:34,043 - mmaction - INFO - Epoch [194][1760/1879] lr: 1.421e-02, eta: 1 day, 3:53:35, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7875, loss_cls: 1.8794, loss: 1.8794, grad_norm: 4.4795 2021-07-17 05:23:50,551 - mmaction - INFO - Epoch [194][1780/1879] lr: 1.421e-02, eta: 1 day, 3:53:16, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7668, loss_cls: 1.9682, loss: 1.9682, grad_norm: 4.6438 2021-07-17 05:24:07,207 - mmaction - INFO - Epoch [194][1800/1879] lr: 1.421e-02, eta: 1 day, 3:52:56, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5324, top5_acc: 0.7641, loss_cls: 2.0024, loss: 2.0024, grad_norm: 4.4680 2021-07-17 05:24:24,045 - mmaction - INFO - Epoch [194][1820/1879] lr: 1.421e-02, eta: 1 day, 3:52:38, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7703, loss_cls: 1.9150, loss: 1.9150, grad_norm: 4.4477 2021-07-17 05:24:40,525 - mmaction - INFO - Epoch [194][1840/1879] lr: 1.421e-02, eta: 1 day, 3:52:18, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7738, loss_cls: 1.8779, loss: 1.8779, grad_norm: 4.3483 2021-07-17 05:24:57,258 - mmaction - INFO - Epoch [194][1860/1879] lr: 1.421e-02, eta: 1 day, 3:51:59, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7820, loss_cls: 1.9208, loss: 1.9208, grad_norm: 4.4239 2021-07-17 05:25:23,653 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 05:25:23,665 - mmaction - INFO - 106 BN found 2021-07-17 05:30:10,657 - mmaction - INFO - BN stats updated 2021-07-17 05:31:51,548 - mmaction - INFO - Epoch [195][20/1879] lr: 1.379e-02, eta: 1 day, 3:55:10, time: 4.941, data_time: 3.957, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7785, loss_cls: 1.9128, loss: 1.9128, grad_norm: 4.3998 2021-07-17 05:32:07,657 - mmaction - INFO - Epoch [195][40/1879] lr: 1.379e-02, eta: 1 day, 3:54:49, time: 0.807, data_time: 0.006, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8933, loss: 1.8933, grad_norm: 4.4765 2021-07-17 05:32:23,841 - mmaction - INFO - Epoch [195][60/1879] lr: 1.379e-02, eta: 1 day, 3:54:28, time: 0.806, data_time: 0.004, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7703, loss_cls: 1.9150, loss: 1.9150, grad_norm: 4.4745 2021-07-17 05:32:40,210 - mmaction - INFO - Epoch [195][80/1879] lr: 1.379e-02, eta: 1 day, 3:54:08, time: 0.821, data_time: 0.006, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7742, loss_cls: 1.8481, loss: 1.8481, grad_norm: 4.2784 2021-07-17 05:32:56,602 - mmaction - INFO - Epoch [195][100/1879] lr: 1.379e-02, eta: 1 day, 3:53:47, time: 0.818, data_time: 0.004, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8320, loss: 1.8320, grad_norm: 4.3677 2021-07-17 05:33:13,171 - mmaction - INFO - Epoch [195][120/1879] lr: 1.379e-02, eta: 1 day, 3:53:28, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7883, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.3672 2021-07-17 05:33:29,796 - mmaction - INFO - Epoch [195][140/1879] lr: 1.379e-02, eta: 1 day, 3:53:08, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7711, loss_cls: 1.9087, loss: 1.9087, grad_norm: 4.4004 2021-07-17 05:33:46,392 - mmaction - INFO - Epoch [195][160/1879] lr: 1.379e-02, eta: 1 day, 3:52:49, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7641, loss_cls: 1.9219, loss: 1.9219, grad_norm: 4.4564 2021-07-17 05:34:03,116 - mmaction - INFO - Epoch [195][180/1879] lr: 1.379e-02, eta: 1 day, 3:52:30, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7820, loss_cls: 1.8594, loss: 1.8594, grad_norm: 4.3115 2021-07-17 05:34:19,693 - mmaction - INFO - Epoch [195][200/1879] lr: 1.379e-02, eta: 1 day, 3:52:10, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7844, loss_cls: 1.8776, loss: 1.8776, grad_norm: 4.3135 2021-07-17 05:34:36,317 - mmaction - INFO - Epoch [195][220/1879] lr: 1.379e-02, eta: 1 day, 3:51:51, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7918, loss_cls: 1.8482, loss: 1.8482, grad_norm: 4.3887 2021-07-17 05:34:53,007 - mmaction - INFO - Epoch [195][240/1879] lr: 1.379e-02, eta: 1 day, 3:51:32, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7816, loss_cls: 1.8544, loss: 1.8544, grad_norm: 4.4490 2021-07-17 05:35:09,766 - mmaction - INFO - Epoch [195][260/1879] lr: 1.379e-02, eta: 1 day, 3:51:13, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7758, loss_cls: 1.9194, loss: 1.9194, grad_norm: 4.4297 2021-07-17 05:35:26,454 - mmaction - INFO - Epoch [195][280/1879] lr: 1.379e-02, eta: 1 day, 3:50:54, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7926, loss_cls: 1.8061, loss: 1.8061, grad_norm: 4.3199 2021-07-17 05:35:43,066 - mmaction - INFO - Epoch [195][300/1879] lr: 1.379e-02, eta: 1 day, 3:50:34, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5457, top5_acc: 0.7730, loss_cls: 1.9617, loss: 1.9617, grad_norm: 4.5923 2021-07-17 05:35:59,899 - mmaction - INFO - Epoch [195][320/1879] lr: 1.379e-02, eta: 1 day, 3:50:15, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7793, loss_cls: 1.9072, loss: 1.9072, grad_norm: 4.4814 2021-07-17 05:36:16,811 - mmaction - INFO - Epoch [195][340/1879] lr: 1.379e-02, eta: 1 day, 3:49:57, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7871, loss_cls: 1.8527, loss: 1.8527, grad_norm: 4.4108 2021-07-17 05:36:33,435 - mmaction - INFO - Epoch [195][360/1879] lr: 1.379e-02, eta: 1 day, 3:49:38, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7863, loss_cls: 1.8181, loss: 1.8181, grad_norm: 4.3542 2021-07-17 05:36:50,237 - mmaction - INFO - Epoch [195][380/1879] lr: 1.379e-02, eta: 1 day, 3:49:19, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7828, loss_cls: 1.8676, loss: 1.8676, grad_norm: 4.3669 2021-07-17 05:37:07,127 - mmaction - INFO - Epoch [195][400/1879] lr: 1.379e-02, eta: 1 day, 3:49:00, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7879, loss_cls: 1.8660, loss: 1.8660, grad_norm: 4.4607 2021-07-17 05:37:23,770 - mmaction - INFO - Epoch [195][420/1879] lr: 1.379e-02, eta: 1 day, 3:48:41, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7840, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.4739 2021-07-17 05:37:40,454 - mmaction - INFO - Epoch [195][440/1879] lr: 1.379e-02, eta: 1 day, 3:48:22, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7859, loss_cls: 1.7880, loss: 1.7880, grad_norm: 4.2870 2021-07-17 05:37:57,197 - mmaction - INFO - Epoch [195][460/1879] lr: 1.379e-02, eta: 1 day, 3:48:03, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7750, loss_cls: 1.9369, loss: 1.9369, grad_norm: 4.4601 2021-07-17 05:38:13,773 - mmaction - INFO - Epoch [195][480/1879] lr: 1.379e-02, eta: 1 day, 3:47:43, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7684, loss_cls: 1.9515, loss: 1.9515, grad_norm: 4.4337 2021-07-17 05:38:30,333 - mmaction - INFO - Epoch [195][500/1879] lr: 1.379e-02, eta: 1 day, 3:47:24, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7734, loss_cls: 1.9126, loss: 1.9126, grad_norm: 4.3477 2021-07-17 05:38:47,057 - mmaction - INFO - Epoch [195][520/1879] lr: 1.379e-02, eta: 1 day, 3:47:05, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7734, loss_cls: 1.9101, loss: 1.9101, grad_norm: 4.3815 2021-07-17 05:39:03,662 - mmaction - INFO - Epoch [195][540/1879] lr: 1.379e-02, eta: 1 day, 3:46:46, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7898, loss_cls: 1.7896, loss: 1.7896, grad_norm: 4.3575 2021-07-17 05:39:20,458 - mmaction - INFO - Epoch [195][560/1879] lr: 1.379e-02, eta: 1 day, 3:46:27, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7793, loss_cls: 1.9171, loss: 1.9171, grad_norm: 4.3542 2021-07-17 05:39:37,120 - mmaction - INFO - Epoch [195][580/1879] lr: 1.379e-02, eta: 1 day, 3:46:08, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7910, loss_cls: 1.8473, loss: 1.8473, grad_norm: 4.3890 2021-07-17 05:39:53,864 - mmaction - INFO - Epoch [195][600/1879] lr: 1.379e-02, eta: 1 day, 3:45:48, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.8533, loss: 1.8533, grad_norm: 4.5222 2021-07-17 05:40:10,563 - mmaction - INFO - Epoch [195][620/1879] lr: 1.379e-02, eta: 1 day, 3:45:29, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7789, loss_cls: 1.9252, loss: 1.9252, grad_norm: 4.5904 2021-07-17 05:40:27,363 - mmaction - INFO - Epoch [195][640/1879] lr: 1.379e-02, eta: 1 day, 3:45:11, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7805, loss_cls: 1.9186, loss: 1.9186, grad_norm: 4.5231 2021-07-17 05:40:44,019 - mmaction - INFO - Epoch [195][660/1879] lr: 1.379e-02, eta: 1 day, 3:44:51, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7859, loss_cls: 1.8299, loss: 1.8299, grad_norm: 4.3865 2021-07-17 05:41:00,702 - mmaction - INFO - Epoch [195][680/1879] lr: 1.379e-02, eta: 1 day, 3:44:32, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7781, loss_cls: 1.9060, loss: 1.9060, grad_norm: 4.4243 2021-07-17 05:41:17,341 - mmaction - INFO - Epoch [195][700/1879] lr: 1.379e-02, eta: 1 day, 3:44:13, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7746, loss_cls: 1.9045, loss: 1.9045, grad_norm: 4.4687 2021-07-17 05:41:34,001 - mmaction - INFO - Epoch [195][720/1879] lr: 1.379e-02, eta: 1 day, 3:43:54, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7863, loss_cls: 1.8302, loss: 1.8302, grad_norm: 4.3436 2021-07-17 05:41:50,696 - mmaction - INFO - Epoch [195][740/1879] lr: 1.379e-02, eta: 1 day, 3:43:35, time: 0.836, data_time: 0.008, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7703, loss_cls: 1.9530, loss: 1.9530, grad_norm: 4.5755 2021-07-17 05:42:07,347 - mmaction - INFO - Epoch [195][760/1879] lr: 1.379e-02, eta: 1 day, 3:43:15, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7754, loss_cls: 1.9134, loss: 1.9134, grad_norm: 4.4235 2021-07-17 05:42:24,168 - mmaction - INFO - Epoch [195][780/1879] lr: 1.379e-02, eta: 1 day, 3:42:57, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5762, top5_acc: 0.8004, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.2131 2021-07-17 05:42:40,845 - mmaction - INFO - Epoch [195][800/1879] lr: 1.379e-02, eta: 1 day, 3:42:38, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7633, loss_cls: 1.9569, loss: 1.9569, grad_norm: 4.4918 2021-07-17 05:42:57,383 - mmaction - INFO - Epoch [195][820/1879] lr: 1.379e-02, eta: 1 day, 3:42:18, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7812, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.3920 2021-07-17 05:43:14,003 - mmaction - INFO - Epoch [195][840/1879] lr: 1.379e-02, eta: 1 day, 3:41:59, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.9134, loss: 1.9134, grad_norm: 4.5280 2021-07-17 05:43:30,718 - mmaction - INFO - Epoch [195][860/1879] lr: 1.379e-02, eta: 1 day, 3:41:40, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7734, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.3662 2021-07-17 05:43:47,394 - mmaction - INFO - Epoch [195][880/1879] lr: 1.379e-02, eta: 1 day, 3:41:21, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7926, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.4990 2021-07-17 05:44:04,139 - mmaction - INFO - Epoch [195][900/1879] lr: 1.379e-02, eta: 1 day, 3:41:02, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7918, loss_cls: 1.8221, loss: 1.8221, grad_norm: 4.3888 2021-07-17 05:44:20,799 - mmaction - INFO - Epoch [195][920/1879] lr: 1.379e-02, eta: 1 day, 3:40:43, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7770, loss_cls: 1.8951, loss: 1.8951, grad_norm: 4.4890 2021-07-17 05:44:37,617 - mmaction - INFO - Epoch [195][940/1879] lr: 1.379e-02, eta: 1 day, 3:40:24, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7875, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.4493 2021-07-17 05:44:54,464 - mmaction - INFO - Epoch [195][960/1879] lr: 1.379e-02, eta: 1 day, 3:40:05, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5492, top5_acc: 0.7887, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.4821 2021-07-17 05:45:11,229 - mmaction - INFO - Epoch [195][980/1879] lr: 1.379e-02, eta: 1 day, 3:39:46, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7922, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.4486 2021-07-17 05:45:27,817 - mmaction - INFO - Epoch [195][1000/1879] lr: 1.379e-02, eta: 1 day, 3:39:27, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7805, loss_cls: 1.8886, loss: 1.8886, grad_norm: 4.4711 2021-07-17 05:45:44,500 - mmaction - INFO - Epoch [195][1020/1879] lr: 1.379e-02, eta: 1 day, 3:39:08, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7863, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.5320 2021-07-17 05:46:01,333 - mmaction - INFO - Epoch [195][1040/1879] lr: 1.379e-02, eta: 1 day, 3:38:49, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7891, loss_cls: 1.8417, loss: 1.8417, grad_norm: 4.3741 2021-07-17 05:46:18,039 - mmaction - INFO - Epoch [195][1060/1879] lr: 1.379e-02, eta: 1 day, 3:38:30, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7945, loss_cls: 1.8223, loss: 1.8223, grad_norm: 4.4749 2021-07-17 05:46:34,612 - mmaction - INFO - Epoch [195][1080/1879] lr: 1.379e-02, eta: 1 day, 3:38:11, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7793, loss_cls: 1.8883, loss: 1.8883, grad_norm: 4.4623 2021-07-17 05:46:51,432 - mmaction - INFO - Epoch [195][1100/1879] lr: 1.379e-02, eta: 1 day, 3:37:52, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7719, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.5036 2021-07-17 05:47:08,126 - mmaction - INFO - Epoch [195][1120/1879] lr: 1.379e-02, eta: 1 day, 3:37:33, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7859, loss_cls: 1.8554, loss: 1.8554, grad_norm: 4.3751 2021-07-17 05:47:24,973 - mmaction - INFO - Epoch [195][1140/1879] lr: 1.379e-02, eta: 1 day, 3:37:15, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7809, loss_cls: 1.8579, loss: 1.8579, grad_norm: 4.3439 2021-07-17 05:47:41,673 - mmaction - INFO - Epoch [195][1160/1879] lr: 1.379e-02, eta: 1 day, 3:36:56, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7855, loss_cls: 1.8625, loss: 1.8625, grad_norm: 4.4332 2021-07-17 05:47:58,407 - mmaction - INFO - Epoch [195][1180/1879] lr: 1.379e-02, eta: 1 day, 3:36:37, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7738, loss_cls: 1.9263, loss: 1.9263, grad_norm: 4.4556 2021-07-17 05:48:15,041 - mmaction - INFO - Epoch [195][1200/1879] lr: 1.379e-02, eta: 1 day, 3:36:18, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7711, loss_cls: 1.9112, loss: 1.9112, grad_norm: 4.4039 2021-07-17 05:48:31,717 - mmaction - INFO - Epoch [195][1220/1879] lr: 1.379e-02, eta: 1 day, 3:35:58, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7750, loss_cls: 1.9365, loss: 1.9365, grad_norm: 4.4939 2021-07-17 05:48:48,325 - mmaction - INFO - Epoch [195][1240/1879] lr: 1.379e-02, eta: 1 day, 3:35:39, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7828, loss_cls: 1.8666, loss: 1.8666, grad_norm: 4.5836 2021-07-17 05:49:05,109 - mmaction - INFO - Epoch [195][1260/1879] lr: 1.379e-02, eta: 1 day, 3:35:20, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7809, loss_cls: 1.8782, loss: 1.8782, grad_norm: 4.4744 2021-07-17 05:49:21,630 - mmaction - INFO - Epoch [195][1280/1879] lr: 1.379e-02, eta: 1 day, 3:35:01, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5613, top5_acc: 0.7668, loss_cls: 1.9367, loss: 1.9367, grad_norm: 4.5077 2021-07-17 05:49:38,385 - mmaction - INFO - Epoch [195][1300/1879] lr: 1.379e-02, eta: 1 day, 3:34:42, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5496, top5_acc: 0.7660, loss_cls: 1.9812, loss: 1.9812, grad_norm: 4.4463 2021-07-17 05:49:55,082 - mmaction - INFO - Epoch [195][1320/1879] lr: 1.379e-02, eta: 1 day, 3:34:23, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5430, top5_acc: 0.7793, loss_cls: 1.9183, loss: 1.9183, grad_norm: 4.4518 2021-07-17 05:50:11,675 - mmaction - INFO - Epoch [195][1340/1879] lr: 1.379e-02, eta: 1 day, 3:34:04, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7832, loss_cls: 1.8582, loss: 1.8582, grad_norm: 4.4083 2021-07-17 05:50:28,253 - mmaction - INFO - Epoch [195][1360/1879] lr: 1.379e-02, eta: 1 day, 3:33:44, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7723, loss_cls: 1.9404, loss: 1.9404, grad_norm: 4.4082 2021-07-17 05:50:45,018 - mmaction - INFO - Epoch [195][1380/1879] lr: 1.379e-02, eta: 1 day, 3:33:25, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7836, loss_cls: 1.8835, loss: 1.8835, grad_norm: 4.4384 2021-07-17 05:51:01,678 - mmaction - INFO - Epoch [195][1400/1879] lr: 1.379e-02, eta: 1 day, 3:33:06, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7820, loss_cls: 1.8997, loss: 1.8997, grad_norm: 4.4748 2021-07-17 05:51:18,555 - mmaction - INFO - Epoch [195][1420/1879] lr: 1.379e-02, eta: 1 day, 3:32:48, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5461, top5_acc: 0.7668, loss_cls: 1.9488, loss: 1.9488, grad_norm: 4.4923 2021-07-17 05:51:35,238 - mmaction - INFO - Epoch [195][1440/1879] lr: 1.379e-02, eta: 1 day, 3:32:29, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7934, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.3304 2021-07-17 05:51:51,864 - mmaction - INFO - Epoch [195][1460/1879] lr: 1.379e-02, eta: 1 day, 3:32:10, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7699, loss_cls: 1.9473, loss: 1.9473, grad_norm: 4.5305 2021-07-17 05:52:08,592 - mmaction - INFO - Epoch [195][1480/1879] lr: 1.379e-02, eta: 1 day, 3:31:51, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7805, loss_cls: 1.9021, loss: 1.9021, grad_norm: 4.4428 2021-07-17 05:52:25,386 - mmaction - INFO - Epoch [195][1500/1879] lr: 1.379e-02, eta: 1 day, 3:31:32, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9291, loss: 1.9291, grad_norm: 4.3888 2021-07-17 05:52:42,115 - mmaction - INFO - Epoch [195][1520/1879] lr: 1.379e-02, eta: 1 day, 3:31:13, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7828, loss_cls: 1.8814, loss: 1.8814, grad_norm: 4.2802 2021-07-17 05:52:58,849 - mmaction - INFO - Epoch [195][1540/1879] lr: 1.379e-02, eta: 1 day, 3:30:54, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.9027, loss: 1.9027, grad_norm: 4.3185 2021-07-17 05:53:15,561 - mmaction - INFO - Epoch [195][1560/1879] lr: 1.379e-02, eta: 1 day, 3:30:36, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7645, loss_cls: 1.8961, loss: 1.8961, grad_norm: 4.3945 2021-07-17 05:53:32,160 - mmaction - INFO - Epoch [195][1580/1879] lr: 1.379e-02, eta: 1 day, 3:30:16, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5676, top5_acc: 0.7770, loss_cls: 1.9121, loss: 1.9121, grad_norm: 4.3982 2021-07-17 05:53:49,015 - mmaction - INFO - Epoch [195][1600/1879] lr: 1.379e-02, eta: 1 day, 3:29:58, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7848, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.4875 2021-07-17 05:54:05,552 - mmaction - INFO - Epoch [195][1620/1879] lr: 1.379e-02, eta: 1 day, 3:29:38, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7773, loss_cls: 1.8925, loss: 1.8925, grad_norm: 4.3799 2021-07-17 05:54:22,155 - mmaction - INFO - Epoch [195][1640/1879] lr: 1.379e-02, eta: 1 day, 3:29:19, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7898, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.3684 2021-07-17 05:54:38,933 - mmaction - INFO - Epoch [195][1660/1879] lr: 1.379e-02, eta: 1 day, 3:29:00, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7762, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.3614 2021-07-17 05:54:55,556 - mmaction - INFO - Epoch [195][1680/1879] lr: 1.379e-02, eta: 1 day, 3:28:41, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.4012 2021-07-17 05:55:12,226 - mmaction - INFO - Epoch [195][1700/1879] lr: 1.379e-02, eta: 1 day, 3:28:22, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7715, loss_cls: 1.9433, loss: 1.9433, grad_norm: 4.5018 2021-07-17 05:55:28,925 - mmaction - INFO - Epoch [195][1720/1879] lr: 1.379e-02, eta: 1 day, 3:28:03, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.8358, loss: 1.8358, grad_norm: 4.6004 2021-07-17 05:55:45,536 - mmaction - INFO - Epoch [195][1740/1879] lr: 1.379e-02, eta: 1 day, 3:27:44, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7902, loss_cls: 1.8807, loss: 1.8807, grad_norm: 4.4769 2021-07-17 05:56:02,251 - mmaction - INFO - Epoch [195][1760/1879] lr: 1.379e-02, eta: 1 day, 3:27:25, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7891, loss_cls: 1.8275, loss: 1.8275, grad_norm: 4.3852 2021-07-17 05:56:19,068 - mmaction - INFO - Epoch [195][1780/1879] lr: 1.379e-02, eta: 1 day, 3:27:06, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7809, loss_cls: 1.8637, loss: 1.8637, grad_norm: 4.4454 2021-07-17 05:56:35,740 - mmaction - INFO - Epoch [195][1800/1879] lr: 1.379e-02, eta: 1 day, 3:26:47, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7777, loss_cls: 1.9194, loss: 1.9194, grad_norm: 4.5471 2021-07-17 05:56:52,513 - mmaction - INFO - Epoch [195][1820/1879] lr: 1.379e-02, eta: 1 day, 3:26:29, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7887, loss_cls: 1.8532, loss: 1.8532, grad_norm: 4.4376 2021-07-17 05:57:09,273 - mmaction - INFO - Epoch [195][1840/1879] lr: 1.379e-02, eta: 1 day, 3:26:10, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7793, loss_cls: 1.9117, loss: 1.9117, grad_norm: 4.4568 2021-07-17 05:57:25,881 - mmaction - INFO - Epoch [195][1860/1879] lr: 1.379e-02, eta: 1 day, 3:25:51, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7801, loss_cls: 1.8634, loss: 1.8634, grad_norm: 4.3544 2021-07-17 05:57:53,058 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 05:57:53,068 - mmaction - INFO - 106 BN found 2021-07-17 06:02:42,457 - mmaction - INFO - BN stats updated 2021-07-17 06:06:34,751 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 06:06:35,648 - mmaction - INFO - top1_acc 0.6263 top5_acc 0.8432 2021-07-17 06:06:35,649 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 06:06:35,745 - mmaction - INFO - mean_acc 0.6262 2021-07-17 06:06:35,755 - mmaction - INFO - Epoch(val) [195][155] top1_acc: 0.6263, top5_acc: 0.8432, mean_class_accuracy: 0.6262 2021-07-17 06:07:27,846 - mmaction - INFO - Epoch [196][20/1879] lr: 1.337e-02, eta: 1 day, 3:26:16, time: 2.602, data_time: 1.712, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7887, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.3283 2021-07-17 06:07:43,954 - mmaction - INFO - Epoch [196][40/1879] lr: 1.337e-02, eta: 1 day, 3:25:56, time: 0.807, data_time: 0.005, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7898, loss_cls: 1.8302, loss: 1.8302, grad_norm: 4.4095 2021-07-17 06:08:00,319 - mmaction - INFO - Epoch [196][60/1879] lr: 1.337e-02, eta: 1 day, 3:25:35, time: 0.815, data_time: 0.003, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7867, loss_cls: 1.8391, loss: 1.8391, grad_norm: 4.4919 2021-07-17 06:08:16,676 - mmaction - INFO - Epoch [196][80/1879] lr: 1.337e-02, eta: 1 day, 3:25:15, time: 0.820, data_time: 0.005, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8475, loss: 1.8475, grad_norm: 4.4092 2021-07-17 06:08:33,091 - mmaction - INFO - Epoch [196][100/1879] lr: 1.337e-02, eta: 1 day, 3:24:55, time: 0.820, data_time: 0.002, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7781, loss_cls: 1.8802, loss: 1.8802, grad_norm: 4.5183 2021-07-17 06:08:49,517 - mmaction - INFO - Epoch [196][120/1879] lr: 1.337e-02, eta: 1 day, 3:24:36, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8474, loss: 1.8474, grad_norm: 4.3654 2021-07-17 06:09:06,241 - mmaction - INFO - Epoch [196][140/1879] lr: 1.337e-02, eta: 1 day, 3:24:17, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8595, loss: 1.8595, grad_norm: 4.5155 2021-07-17 06:09:22,893 - mmaction - INFO - Epoch [196][160/1879] lr: 1.337e-02, eta: 1 day, 3:23:58, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5848, top5_acc: 0.8004, loss_cls: 1.8029, loss: 1.8029, grad_norm: 4.3856 2021-07-17 06:09:39,463 - mmaction - INFO - Epoch [196][180/1879] lr: 1.337e-02, eta: 1 day, 3:23:38, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7867, loss_cls: 1.8310, loss: 1.8310, grad_norm: 4.4656 2021-07-17 06:09:56,085 - mmaction - INFO - Epoch [196][200/1879] lr: 1.337e-02, eta: 1 day, 3:23:19, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7805, loss_cls: 1.8470, loss: 1.8470, grad_norm: 4.4557 2021-07-17 06:10:12,865 - mmaction - INFO - Epoch [196][220/1879] lr: 1.337e-02, eta: 1 day, 3:23:01, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5480, top5_acc: 0.7730, loss_cls: 1.9411, loss: 1.9411, grad_norm: 4.5421 2021-07-17 06:10:29,588 - mmaction - INFO - Epoch [196][240/1879] lr: 1.337e-02, eta: 1 day, 3:22:42, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7863, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.4521 2021-07-17 06:10:46,392 - mmaction - INFO - Epoch [196][260/1879] lr: 1.337e-02, eta: 1 day, 3:22:23, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7934, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.3490 2021-07-17 06:11:03,105 - mmaction - INFO - Epoch [196][280/1879] lr: 1.337e-02, eta: 1 day, 3:22:04, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7809, loss_cls: 1.8838, loss: 1.8838, grad_norm: 4.4334 2021-07-17 06:11:19,932 - mmaction - INFO - Epoch [196][300/1879] lr: 1.337e-02, eta: 1 day, 3:21:46, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5902, top5_acc: 0.7992, loss_cls: 1.7746, loss: 1.7746, grad_norm: 4.4393 2021-07-17 06:11:36,561 - mmaction - INFO - Epoch [196][320/1879] lr: 1.337e-02, eta: 1 day, 3:21:26, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7734, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.3857 2021-07-17 06:11:53,417 - mmaction - INFO - Epoch [196][340/1879] lr: 1.337e-02, eta: 1 day, 3:21:08, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.8995, loss: 1.8995, grad_norm: 4.5152 2021-07-17 06:12:10,140 - mmaction - INFO - Epoch [196][360/1879] lr: 1.337e-02, eta: 1 day, 3:20:49, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7676, loss_cls: 1.9106, loss: 1.9106, grad_norm: 4.5782 2021-07-17 06:12:26,964 - mmaction - INFO - Epoch [196][380/1879] lr: 1.337e-02, eta: 1 day, 3:20:31, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7820, loss_cls: 1.9117, loss: 1.9117, grad_norm: 4.5441 2021-07-17 06:12:43,605 - mmaction - INFO - Epoch [196][400/1879] lr: 1.337e-02, eta: 1 day, 3:20:12, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7801, loss_cls: 1.8576, loss: 1.8576, grad_norm: 4.4089 2021-07-17 06:13:00,274 - mmaction - INFO - Epoch [196][420/1879] lr: 1.337e-02, eta: 1 day, 3:19:52, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7750, loss_cls: 1.9158, loss: 1.9158, grad_norm: 4.5270 2021-07-17 06:13:16,976 - mmaction - INFO - Epoch [196][440/1879] lr: 1.337e-02, eta: 1 day, 3:19:34, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7793, loss_cls: 1.8605, loss: 1.8605, grad_norm: 4.4851 2021-07-17 06:13:33,663 - mmaction - INFO - Epoch [196][460/1879] lr: 1.337e-02, eta: 1 day, 3:19:15, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7766, loss_cls: 1.9025, loss: 1.9025, grad_norm: 4.4362 2021-07-17 06:13:50,355 - mmaction - INFO - Epoch [196][480/1879] lr: 1.337e-02, eta: 1 day, 3:18:56, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7695, loss_cls: 1.9295, loss: 1.9295, grad_norm: 4.4648 2021-07-17 06:14:06,959 - mmaction - INFO - Epoch [196][500/1879] lr: 1.337e-02, eta: 1 day, 3:18:36, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8027, loss_cls: 1.7637, loss: 1.7637, grad_norm: 4.3286 2021-07-17 06:14:23,564 - mmaction - INFO - Epoch [196][520/1879] lr: 1.337e-02, eta: 1 day, 3:18:17, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7711, loss_cls: 1.9184, loss: 1.9184, grad_norm: 4.4209 2021-07-17 06:14:40,241 - mmaction - INFO - Epoch [196][540/1879] lr: 1.337e-02, eta: 1 day, 3:17:58, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7809, loss_cls: 1.8706, loss: 1.8706, grad_norm: 4.3789 2021-07-17 06:14:57,009 - mmaction - INFO - Epoch [196][560/1879] lr: 1.337e-02, eta: 1 day, 3:17:40, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7855, loss_cls: 1.8510, loss: 1.8510, grad_norm: 4.5291 2021-07-17 06:15:13,729 - mmaction - INFO - Epoch [196][580/1879] lr: 1.337e-02, eta: 1 day, 3:17:21, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7957, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.4231 2021-07-17 06:15:30,457 - mmaction - INFO - Epoch [196][600/1879] lr: 1.337e-02, eta: 1 day, 3:17:02, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.9020, loss: 1.9020, grad_norm: 4.5842 2021-07-17 06:15:47,042 - mmaction - INFO - Epoch [196][620/1879] lr: 1.337e-02, eta: 1 day, 3:16:43, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7785, loss_cls: 1.9034, loss: 1.9034, grad_norm: 4.5430 2021-07-17 06:16:03,827 - mmaction - INFO - Epoch [196][640/1879] lr: 1.337e-02, eta: 1 day, 3:16:24, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7980, loss_cls: 1.8021, loss: 1.8021, grad_norm: 4.4483 2021-07-17 06:16:20,490 - mmaction - INFO - Epoch [196][660/1879] lr: 1.337e-02, eta: 1 day, 3:16:05, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7703, loss_cls: 1.9515, loss: 1.9515, grad_norm: 4.5004 2021-07-17 06:16:37,209 - mmaction - INFO - Epoch [196][680/1879] lr: 1.337e-02, eta: 1 day, 3:15:46, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7668, loss_cls: 1.9445, loss: 1.9445, grad_norm: 4.4393 2021-07-17 06:16:53,899 - mmaction - INFO - Epoch [196][700/1879] lr: 1.337e-02, eta: 1 day, 3:15:27, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5434, top5_acc: 0.7730, loss_cls: 2.0029, loss: 2.0029, grad_norm: 4.5849 2021-07-17 06:17:10,609 - mmaction - INFO - Epoch [196][720/1879] lr: 1.337e-02, eta: 1 day, 3:15:09, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7918, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.3908 2021-07-17 06:17:27,288 - mmaction - INFO - Epoch [196][740/1879] lr: 1.337e-02, eta: 1 day, 3:14:50, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7910, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.5047 2021-07-17 06:17:44,090 - mmaction - INFO - Epoch [196][760/1879] lr: 1.337e-02, eta: 1 day, 3:14:31, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7914, loss_cls: 1.8245, loss: 1.8245, grad_norm: 4.3609 2021-07-17 06:18:00,955 - mmaction - INFO - Epoch [196][780/1879] lr: 1.337e-02, eta: 1 day, 3:14:13, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7898, loss_cls: 1.8388, loss: 1.8388, grad_norm: 4.4743 2021-07-17 06:18:17,757 - mmaction - INFO - Epoch [196][800/1879] lr: 1.337e-02, eta: 1 day, 3:13:54, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7867, loss_cls: 1.8275, loss: 1.8275, grad_norm: 4.4069 2021-07-17 06:18:34,434 - mmaction - INFO - Epoch [196][820/1879] lr: 1.337e-02, eta: 1 day, 3:13:35, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5762, top5_acc: 0.7816, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.5152 2021-07-17 06:18:51,239 - mmaction - INFO - Epoch [196][840/1879] lr: 1.337e-02, eta: 1 day, 3:13:17, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7766, loss_cls: 1.8802, loss: 1.8802, grad_norm: 4.4459 2021-07-17 06:19:07,959 - mmaction - INFO - Epoch [196][860/1879] lr: 1.337e-02, eta: 1 day, 3:12:58, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7793, loss_cls: 1.8651, loss: 1.8651, grad_norm: 4.4713 2021-07-17 06:19:24,845 - mmaction - INFO - Epoch [196][880/1879] lr: 1.337e-02, eta: 1 day, 3:12:39, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7816, loss_cls: 1.8921, loss: 1.8921, grad_norm: 4.4547 2021-07-17 06:19:41,567 - mmaction - INFO - Epoch [196][900/1879] lr: 1.337e-02, eta: 1 day, 3:12:21, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7816, loss_cls: 1.8645, loss: 1.8645, grad_norm: 4.4306 2021-07-17 06:19:58,278 - mmaction - INFO - Epoch [196][920/1879] lr: 1.337e-02, eta: 1 day, 3:12:02, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7742, loss_cls: 1.9376, loss: 1.9376, grad_norm: 4.4736 2021-07-17 06:20:14,983 - mmaction - INFO - Epoch [196][940/1879] lr: 1.337e-02, eta: 1 day, 3:11:43, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7945, loss_cls: 1.7811, loss: 1.7811, grad_norm: 4.3499 2021-07-17 06:20:31,965 - mmaction - INFO - Epoch [196][960/1879] lr: 1.337e-02, eta: 1 day, 3:11:25, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.3722 2021-07-17 06:20:48,589 - mmaction - INFO - Epoch [196][980/1879] lr: 1.337e-02, eta: 1 day, 3:11:06, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5379, top5_acc: 0.7699, loss_cls: 1.9476, loss: 1.9476, grad_norm: 4.5834 2021-07-17 06:21:05,468 - mmaction - INFO - Epoch [196][1000/1879] lr: 1.337e-02, eta: 1 day, 3:10:48, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7996, loss_cls: 1.7800, loss: 1.7800, grad_norm: 4.4480 2021-07-17 06:21:22,271 - mmaction - INFO - Epoch [196][1020/1879] lr: 1.337e-02, eta: 1 day, 3:10:29, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7773, loss_cls: 1.8513, loss: 1.8513, grad_norm: 4.3015 2021-07-17 06:21:38,932 - mmaction - INFO - Epoch [196][1040/1879] lr: 1.337e-02, eta: 1 day, 3:10:10, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7863, loss_cls: 1.8729, loss: 1.8729, grad_norm: 4.3856 2021-07-17 06:21:55,629 - mmaction - INFO - Epoch [196][1060/1879] lr: 1.337e-02, eta: 1 day, 3:09:51, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7922, loss_cls: 1.8493, loss: 1.8493, grad_norm: 4.3156 2021-07-17 06:22:12,348 - mmaction - INFO - Epoch [196][1080/1879] lr: 1.337e-02, eta: 1 day, 3:09:33, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7844, loss_cls: 1.8442, loss: 1.8442, grad_norm: 4.3632 2021-07-17 06:22:29,051 - mmaction - INFO - Epoch [196][1100/1879] lr: 1.337e-02, eta: 1 day, 3:09:14, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5820, top5_acc: 0.7926, loss_cls: 1.8074, loss: 1.8074, grad_norm: 4.3492 2021-07-17 06:22:45,915 - mmaction - INFO - Epoch [196][1120/1879] lr: 1.337e-02, eta: 1 day, 3:08:56, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.5551, top5_acc: 0.7766, loss_cls: 1.8906, loss: 1.8906, grad_norm: 4.4455 2021-07-17 06:23:02,607 - mmaction - INFO - Epoch [196][1140/1879] lr: 1.337e-02, eta: 1 day, 3:08:37, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7879, loss_cls: 1.8273, loss: 1.8273, grad_norm: 4.3660 2021-07-17 06:23:19,277 - mmaction - INFO - Epoch [196][1160/1879] lr: 1.337e-02, eta: 1 day, 3:08:18, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5395, top5_acc: 0.7645, loss_cls: 1.9356, loss: 1.9356, grad_norm: 4.5960 2021-07-17 06:23:36,063 - mmaction - INFO - Epoch [196][1180/1879] lr: 1.337e-02, eta: 1 day, 3:07:59, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7785, loss_cls: 1.9066, loss: 1.9066, grad_norm: 4.5225 2021-07-17 06:23:52,704 - mmaction - INFO - Epoch [196][1200/1879] lr: 1.337e-02, eta: 1 day, 3:07:40, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.5573 2021-07-17 06:24:09,459 - mmaction - INFO - Epoch [196][1220/1879] lr: 1.337e-02, eta: 1 day, 3:07:22, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.9008, loss: 1.9008, grad_norm: 4.5623 2021-07-17 06:24:26,277 - mmaction - INFO - Epoch [196][1240/1879] lr: 1.337e-02, eta: 1 day, 3:07:03, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9276, loss: 1.9276, grad_norm: 4.5440 2021-07-17 06:24:43,094 - mmaction - INFO - Epoch [196][1260/1879] lr: 1.337e-02, eta: 1 day, 3:06:45, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7703, loss_cls: 1.9346, loss: 1.9346, grad_norm: 4.6311 2021-07-17 06:25:00,023 - mmaction - INFO - Epoch [196][1280/1879] lr: 1.337e-02, eta: 1 day, 3:06:26, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7668, loss_cls: 1.9329, loss: 1.9329, grad_norm: 4.4778 2021-07-17 06:25:16,650 - mmaction - INFO - Epoch [196][1300/1879] lr: 1.337e-02, eta: 1 day, 3:06:07, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7957, loss_cls: 1.8199, loss: 1.8199, grad_norm: 4.4414 2021-07-17 06:25:33,179 - mmaction - INFO - Epoch [196][1320/1879] lr: 1.337e-02, eta: 1 day, 3:05:48, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5437, top5_acc: 0.7715, loss_cls: 1.9420, loss: 1.9420, grad_norm: 4.5345 2021-07-17 06:25:49,853 - mmaction - INFO - Epoch [196][1340/1879] lr: 1.337e-02, eta: 1 day, 3:05:29, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7707, loss_cls: 1.9254, loss: 1.9254, grad_norm: 4.5258 2021-07-17 06:26:06,406 - mmaction - INFO - Epoch [196][1360/1879] lr: 1.337e-02, eta: 1 day, 3:05:10, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7766, loss_cls: 1.8811, loss: 1.8811, grad_norm: 4.4983 2021-07-17 06:26:23,311 - mmaction - INFO - Epoch [196][1380/1879] lr: 1.337e-02, eta: 1 day, 3:04:52, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8406, loss: 1.8406, grad_norm: 4.3716 2021-07-17 06:26:40,104 - mmaction - INFO - Epoch [196][1400/1879] lr: 1.337e-02, eta: 1 day, 3:04:33, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9145, loss: 1.9145, grad_norm: 4.4372 2021-07-17 06:26:56,716 - mmaction - INFO - Epoch [196][1420/1879] lr: 1.337e-02, eta: 1 day, 3:04:14, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7816, loss_cls: 1.8777, loss: 1.8777, grad_norm: 4.4842 2021-07-17 06:27:13,410 - mmaction - INFO - Epoch [196][1440/1879] lr: 1.337e-02, eta: 1 day, 3:03:55, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.8689, loss: 1.8689, grad_norm: 4.5666 2021-07-17 06:27:30,227 - mmaction - INFO - Epoch [196][1460/1879] lr: 1.337e-02, eta: 1 day, 3:03:37, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7770, loss_cls: 1.8978, loss: 1.8978, grad_norm: 4.4939 2021-07-17 06:27:46,993 - mmaction - INFO - Epoch [196][1480/1879] lr: 1.337e-02, eta: 1 day, 3:03:18, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7836, loss_cls: 1.8475, loss: 1.8475, grad_norm: 4.4135 2021-07-17 06:28:03,551 - mmaction - INFO - Epoch [196][1500/1879] lr: 1.337e-02, eta: 1 day, 3:02:59, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7758, loss_cls: 1.8836, loss: 1.8836, grad_norm: 4.4614 2021-07-17 06:28:20,186 - mmaction - INFO - Epoch [196][1520/1879] lr: 1.337e-02, eta: 1 day, 3:02:40, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7883, loss_cls: 1.8361, loss: 1.8361, grad_norm: 4.4631 2021-07-17 06:28:36,750 - mmaction - INFO - Epoch [196][1540/1879] lr: 1.337e-02, eta: 1 day, 3:02:21, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8706, loss: 1.8706, grad_norm: 4.5986 2021-07-17 06:28:53,477 - mmaction - INFO - Epoch [196][1560/1879] lr: 1.337e-02, eta: 1 day, 3:02:02, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7672, loss_cls: 1.9534, loss: 1.9534, grad_norm: 4.5356 2021-07-17 06:29:10,124 - mmaction - INFO - Epoch [196][1580/1879] lr: 1.337e-02, eta: 1 day, 3:01:43, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7887, loss_cls: 1.8561, loss: 1.8561, grad_norm: 4.4110 2021-07-17 06:29:26,709 - mmaction - INFO - Epoch [196][1600/1879] lr: 1.337e-02, eta: 1 day, 3:01:24, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7688, loss_cls: 1.9184, loss: 1.9184, grad_norm: 4.4981 2021-07-17 06:29:43,287 - mmaction - INFO - Epoch [196][1620/1879] lr: 1.337e-02, eta: 1 day, 3:01:05, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5449, top5_acc: 0.7719, loss_cls: 1.9717, loss: 1.9717, grad_norm: 4.5323 2021-07-17 06:30:00,064 - mmaction - INFO - Epoch [196][1640/1879] lr: 1.337e-02, eta: 1 day, 3:00:46, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7754, loss_cls: 1.9221, loss: 1.9221, grad_norm: 4.5842 2021-07-17 06:30:17,081 - mmaction - INFO - Epoch [196][1660/1879] lr: 1.337e-02, eta: 1 day, 3:00:29, time: 0.851, data_time: 0.004, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7824, loss_cls: 1.8523, loss: 1.8523, grad_norm: 4.5203 2021-07-17 06:30:33,964 - mmaction - INFO - Epoch [196][1680/1879] lr: 1.337e-02, eta: 1 day, 3:00:10, time: 0.845, data_time: 0.002, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7879, loss_cls: 1.8382, loss: 1.8382, grad_norm: 4.5028 2021-07-17 06:30:50,731 - mmaction - INFO - Epoch [196][1700/1879] lr: 1.337e-02, eta: 1 day, 2:59:52, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7766, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.3251 2021-07-17 06:31:07,468 - mmaction - INFO - Epoch [196][1720/1879] lr: 1.337e-02, eta: 1 day, 2:59:33, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7832, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.4525 2021-07-17 06:31:24,424 - mmaction - INFO - Epoch [196][1740/1879] lr: 1.337e-02, eta: 1 day, 2:59:15, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7727, loss_cls: 1.8727, loss: 1.8727, grad_norm: 4.4895 2021-07-17 06:31:41,191 - mmaction - INFO - Epoch [196][1760/1879] lr: 1.337e-02, eta: 1 day, 2:58:57, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7754, loss_cls: 1.9160, loss: 1.9160, grad_norm: 4.5217 2021-07-17 06:31:58,170 - mmaction - INFO - Epoch [196][1780/1879] lr: 1.337e-02, eta: 1 day, 2:58:39, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7734, loss_cls: 1.8925, loss: 1.8925, grad_norm: 4.4845 2021-07-17 06:32:14,840 - mmaction - INFO - Epoch [196][1800/1879] lr: 1.337e-02, eta: 1 day, 2:58:20, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7836, loss_cls: 1.8203, loss: 1.8203, grad_norm: 4.3866 2021-07-17 06:32:31,645 - mmaction - INFO - Epoch [196][1820/1879] lr: 1.337e-02, eta: 1 day, 2:58:02, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7750, loss_cls: 1.8911, loss: 1.8911, grad_norm: 4.4334 2021-07-17 06:32:48,912 - mmaction - INFO - Epoch [196][1840/1879] lr: 1.337e-02, eta: 1 day, 2:57:44, time: 0.863, data_time: 0.006, memory: 6455, top1_acc: 0.5629, top5_acc: 0.7848, loss_cls: 1.9076, loss: 1.9076, grad_norm: 4.4415 2021-07-17 06:33:05,590 - mmaction - INFO - Epoch [196][1860/1879] lr: 1.337e-02, eta: 1 day, 2:57:26, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7805, loss_cls: 1.9176, loss: 1.9176, grad_norm: 4.6026 2021-07-17 06:33:27,701 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 06:33:27,705 - mmaction - INFO - 106 BN found 2021-07-17 06:38:16,481 - mmaction - INFO - BN stats updated 2021-07-17 06:38:18,500 - mmaction - INFO - Saving checkpoint at 196 epochs 2021-07-17 06:39:47,580 - mmaction - INFO - Epoch [197][20/1879] lr: 1.295e-02, eta: 1 day, 2:59:32, time: 4.347, data_time: 3.409, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7828, loss_cls: 1.7897, loss: 1.7897, grad_norm: 4.4652 2021-07-17 06:40:03,905 - mmaction - INFO - Epoch [197][40/1879] lr: 1.295e-02, eta: 1 day, 2:59:12, time: 0.816, data_time: 0.004, memory: 6455, top1_acc: 0.5832, top5_acc: 0.8027, loss_cls: 1.7756, loss: 1.7756, grad_norm: 4.4639 2021-07-17 06:40:20,182 - mmaction - INFO - Epoch [197][60/1879] lr: 1.295e-02, eta: 1 day, 2:58:52, time: 0.814, data_time: 0.002, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7992, loss_cls: 1.7961, loss: 1.7961, grad_norm: 4.5023 2021-07-17 06:40:36,400 - mmaction - INFO - Epoch [197][80/1879] lr: 1.295e-02, eta: 1 day, 2:58:32, time: 0.810, data_time: 0.002, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7941, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.5406 2021-07-17 06:40:52,988 - mmaction - INFO - Epoch [197][100/1879] lr: 1.295e-02, eta: 1 day, 2:58:12, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7930, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.5409 2021-07-17 06:41:09,664 - mmaction - INFO - Epoch [197][120/1879] lr: 1.295e-02, eta: 1 day, 2:57:53, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7871, loss_cls: 1.8585, loss: 1.8585, grad_norm: 4.5849 2021-07-17 06:41:26,132 - mmaction - INFO - Epoch [197][140/1879] lr: 1.295e-02, eta: 1 day, 2:57:34, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7934, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.3719 2021-07-17 06:41:42,727 - mmaction - INFO - Epoch [197][160/1879] lr: 1.295e-02, eta: 1 day, 2:57:15, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7805, loss_cls: 1.8695, loss: 1.8695, grad_norm: 4.5176 2021-07-17 06:41:59,236 - mmaction - INFO - Epoch [197][180/1879] lr: 1.295e-02, eta: 1 day, 2:56:55, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7773, loss_cls: 1.8490, loss: 1.8490, grad_norm: 4.4299 2021-07-17 06:42:16,082 - mmaction - INFO - Epoch [197][200/1879] lr: 1.295e-02, eta: 1 day, 2:56:37, time: 0.842, data_time: 0.007, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7844, loss_cls: 1.8344, loss: 1.8344, grad_norm: 4.4215 2021-07-17 06:42:32,761 - mmaction - INFO - Epoch [197][220/1879] lr: 1.295e-02, eta: 1 day, 2:56:18, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7902, loss_cls: 1.8115, loss: 1.8115, grad_norm: 4.4837 2021-07-17 06:42:49,717 - mmaction - INFO - Epoch [197][240/1879] lr: 1.295e-02, eta: 1 day, 2:56:00, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5863, top5_acc: 0.8020, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.3894 2021-07-17 06:43:06,494 - mmaction - INFO - Epoch [197][260/1879] lr: 1.295e-02, eta: 1 day, 2:55:41, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7832, loss_cls: 1.8592, loss: 1.8592, grad_norm: 4.4643 2021-07-17 06:43:23,289 - mmaction - INFO - Epoch [197][280/1879] lr: 1.295e-02, eta: 1 day, 2:55:23, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8551, loss: 1.8551, grad_norm: 4.4056 2021-07-17 06:43:40,162 - mmaction - INFO - Epoch [197][300/1879] lr: 1.295e-02, eta: 1 day, 2:55:04, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7937, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.3697 2021-07-17 06:43:56,863 - mmaction - INFO - Epoch [197][320/1879] lr: 1.295e-02, eta: 1 day, 2:54:46, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5676, top5_acc: 0.7809, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.5186 2021-07-17 06:44:13,722 - mmaction - INFO - Epoch [197][340/1879] lr: 1.295e-02, eta: 1 day, 2:54:27, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7886, loss: 1.7886, grad_norm: 4.2749 2021-07-17 06:44:30,260 - mmaction - INFO - Epoch [197][360/1879] lr: 1.295e-02, eta: 1 day, 2:54:08, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.8744, loss: 1.8744, grad_norm: 4.4966 2021-07-17 06:44:46,997 - mmaction - INFO - Epoch [197][380/1879] lr: 1.295e-02, eta: 1 day, 2:53:49, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7848, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.4132 2021-07-17 06:45:03,672 - mmaction - INFO - Epoch [197][400/1879] lr: 1.295e-02, eta: 1 day, 2:53:30, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7844, loss_cls: 1.8405, loss: 1.8405, grad_norm: 4.5016 2021-07-17 06:45:20,329 - mmaction - INFO - Epoch [197][420/1879] lr: 1.295e-02, eta: 1 day, 2:53:11, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7703, loss_cls: 1.9056, loss: 1.9056, grad_norm: 4.5328 2021-07-17 06:45:37,151 - mmaction - INFO - Epoch [197][440/1879] lr: 1.295e-02, eta: 1 day, 2:52:53, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7824, loss_cls: 1.8543, loss: 1.8543, grad_norm: 4.4244 2021-07-17 06:45:54,004 - mmaction - INFO - Epoch [197][460/1879] lr: 1.295e-02, eta: 1 day, 2:52:35, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7937, loss_cls: 1.8259, loss: 1.8259, grad_norm: 4.4508 2021-07-17 06:46:10,665 - mmaction - INFO - Epoch [197][480/1879] lr: 1.295e-02, eta: 1 day, 2:52:16, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8692, loss: 1.8692, grad_norm: 4.4738 2021-07-17 06:46:27,394 - mmaction - INFO - Epoch [197][500/1879] lr: 1.295e-02, eta: 1 day, 2:51:57, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7992, loss_cls: 1.7637, loss: 1.7637, grad_norm: 4.3881 2021-07-17 06:46:44,338 - mmaction - INFO - Epoch [197][520/1879] lr: 1.295e-02, eta: 1 day, 2:51:39, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7812, loss_cls: 1.8966, loss: 1.8966, grad_norm: 4.5536 2021-07-17 06:47:00,970 - mmaction - INFO - Epoch [197][540/1879] lr: 1.295e-02, eta: 1 day, 2:51:20, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7793, loss_cls: 1.8297, loss: 1.8297, grad_norm: 4.4803 2021-07-17 06:47:17,622 - mmaction - INFO - Epoch [197][560/1879] lr: 1.295e-02, eta: 1 day, 2:51:01, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7836, loss_cls: 1.8446, loss: 1.8446, grad_norm: 4.4600 2021-07-17 06:47:34,198 - mmaction - INFO - Epoch [197][580/1879] lr: 1.295e-02, eta: 1 day, 2:50:42, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7859, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.4547 2021-07-17 06:47:50,853 - mmaction - INFO - Epoch [197][600/1879] lr: 1.295e-02, eta: 1 day, 2:50:23, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8847, loss: 1.8847, grad_norm: 4.6546 2021-07-17 06:48:07,566 - mmaction - INFO - Epoch [197][620/1879] lr: 1.295e-02, eta: 1 day, 2:50:04, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7715, loss_cls: 1.9063, loss: 1.9063, grad_norm: 4.5721 2021-07-17 06:48:24,341 - mmaction - INFO - Epoch [197][640/1879] lr: 1.295e-02, eta: 1 day, 2:49:46, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7805, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.4441 2021-07-17 06:48:41,039 - mmaction - INFO - Epoch [197][660/1879] lr: 1.295e-02, eta: 1 day, 2:49:27, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.9325, loss: 1.9325, grad_norm: 4.5668 2021-07-17 06:48:57,733 - mmaction - INFO - Epoch [197][680/1879] lr: 1.295e-02, eta: 1 day, 2:49:08, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7852, loss_cls: 1.8779, loss: 1.8779, grad_norm: 4.5918 2021-07-17 06:49:14,533 - mmaction - INFO - Epoch [197][700/1879] lr: 1.295e-02, eta: 1 day, 2:48:49, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7816, loss_cls: 1.8432, loss: 1.8432, grad_norm: 4.4880 2021-07-17 06:49:31,084 - mmaction - INFO - Epoch [197][720/1879] lr: 1.295e-02, eta: 1 day, 2:48:30, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7863, loss_cls: 1.8842, loss: 1.8842, grad_norm: 4.4045 2021-07-17 06:49:47,791 - mmaction - INFO - Epoch [197][740/1879] lr: 1.295e-02, eta: 1 day, 2:48:11, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7824, loss_cls: 1.8986, loss: 1.8986, grad_norm: 4.6162 2021-07-17 06:50:04,510 - mmaction - INFO - Epoch [197][760/1879] lr: 1.295e-02, eta: 1 day, 2:47:53, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8700, loss: 1.8700, grad_norm: 4.4876 2021-07-17 06:50:20,934 - mmaction - INFO - Epoch [197][780/1879] lr: 1.295e-02, eta: 1 day, 2:47:33, time: 0.821, data_time: 0.003, memory: 6455, top1_acc: 0.5520, top5_acc: 0.7586, loss_cls: 1.9543, loss: 1.9543, grad_norm: 4.6046 2021-07-17 06:50:37,741 - mmaction - INFO - Epoch [197][800/1879] lr: 1.295e-02, eta: 1 day, 2:47:15, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5504, top5_acc: 0.7738, loss_cls: 1.9298, loss: 1.9298, grad_norm: 4.5769 2021-07-17 06:50:54,563 - mmaction - INFO - Epoch [197][820/1879] lr: 1.295e-02, eta: 1 day, 2:46:56, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7758, loss_cls: 1.8933, loss: 1.8933, grad_norm: 4.5129 2021-07-17 06:51:11,362 - mmaction - INFO - Epoch [197][840/1879] lr: 1.295e-02, eta: 1 day, 2:46:38, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7926, loss_cls: 1.7800, loss: 1.7800, grad_norm: 4.4455 2021-07-17 06:51:28,029 - mmaction - INFO - Epoch [197][860/1879] lr: 1.295e-02, eta: 1 day, 2:46:19, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.4917 2021-07-17 06:51:44,745 - mmaction - INFO - Epoch [197][880/1879] lr: 1.295e-02, eta: 1 day, 2:46:00, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7855, loss_cls: 1.8305, loss: 1.8305, grad_norm: 4.5704 2021-07-17 06:52:01,586 - mmaction - INFO - Epoch [197][900/1879] lr: 1.295e-02, eta: 1 day, 2:45:42, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7785, loss_cls: 1.8906, loss: 1.8906, grad_norm: 4.6414 2021-07-17 06:52:18,160 - mmaction - INFO - Epoch [197][920/1879] lr: 1.295e-02, eta: 1 day, 2:45:23, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7895, loss_cls: 1.8579, loss: 1.8579, grad_norm: 4.6050 2021-07-17 06:52:34,863 - mmaction - INFO - Epoch [197][940/1879] lr: 1.295e-02, eta: 1 day, 2:45:04, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7965, loss_cls: 1.7904, loss: 1.7904, grad_norm: 4.5430 2021-07-17 06:52:51,467 - mmaction - INFO - Epoch [197][960/1879] lr: 1.295e-02, eta: 1 day, 2:44:45, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7754, loss_cls: 1.9073, loss: 1.9073, grad_norm: 4.5478 2021-07-17 06:53:08,084 - mmaction - INFO - Epoch [197][980/1879] lr: 1.295e-02, eta: 1 day, 2:44:26, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7816, loss_cls: 1.8804, loss: 1.8804, grad_norm: 4.4803 2021-07-17 06:53:24,847 - mmaction - INFO - Epoch [197][1000/1879] lr: 1.295e-02, eta: 1 day, 2:44:07, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7820, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.4922 2021-07-17 06:53:41,771 - mmaction - INFO - Epoch [197][1020/1879] lr: 1.295e-02, eta: 1 day, 2:43:49, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7840, loss_cls: 1.8530, loss: 1.8530, grad_norm: 4.4842 2021-07-17 06:53:58,480 - mmaction - INFO - Epoch [197][1040/1879] lr: 1.295e-02, eta: 1 day, 2:43:31, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7906, loss_cls: 1.8528, loss: 1.8528, grad_norm: 4.5273 2021-07-17 06:54:15,152 - mmaction - INFO - Epoch [197][1060/1879] lr: 1.295e-02, eta: 1 day, 2:43:12, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7832, loss_cls: 1.8620, loss: 1.8620, grad_norm: 4.5006 2021-07-17 06:54:31,964 - mmaction - INFO - Epoch [197][1080/1879] lr: 1.295e-02, eta: 1 day, 2:42:53, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7824, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.4931 2021-07-17 06:54:48,453 - mmaction - INFO - Epoch [197][1100/1879] lr: 1.295e-02, eta: 1 day, 2:42:34, time: 0.822, data_time: 0.003, memory: 6455, top1_acc: 0.5559, top5_acc: 0.7789, loss_cls: 1.9461, loss: 1.9461, grad_norm: 4.5446 2021-07-17 06:55:05,272 - mmaction - INFO - Epoch [197][1120/1879] lr: 1.295e-02, eta: 1 day, 2:42:16, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.4841 2021-07-17 06:55:21,967 - mmaction - INFO - Epoch [197][1140/1879] lr: 1.295e-02, eta: 1 day, 2:41:57, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7930, loss_cls: 1.7786, loss: 1.7786, grad_norm: 4.4739 2021-07-17 06:55:38,550 - mmaction - INFO - Epoch [197][1160/1879] lr: 1.295e-02, eta: 1 day, 2:41:38, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7773, loss_cls: 1.8913, loss: 1.8913, grad_norm: 4.5240 2021-07-17 06:55:55,192 - mmaction - INFO - Epoch [197][1180/1879] lr: 1.295e-02, eta: 1 day, 2:41:19, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5613, top5_acc: 0.7699, loss_cls: 1.9393, loss: 1.9393, grad_norm: 4.5153 2021-07-17 06:56:11,842 - mmaction - INFO - Epoch [197][1200/1879] lr: 1.295e-02, eta: 1 day, 2:41:00, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7758, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.4398 2021-07-17 06:56:28,529 - mmaction - INFO - Epoch [197][1220/1879] lr: 1.295e-02, eta: 1 day, 2:40:41, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5914, top5_acc: 0.7965, loss_cls: 1.7702, loss: 1.7702, grad_norm: 4.3754 2021-07-17 06:56:45,390 - mmaction - INFO - Epoch [197][1240/1879] lr: 1.295e-02, eta: 1 day, 2:40:23, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7941, loss_cls: 1.8140, loss: 1.8140, grad_norm: 4.4733 2021-07-17 06:57:02,154 - mmaction - INFO - Epoch [197][1260/1879] lr: 1.295e-02, eta: 1 day, 2:40:04, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7824, loss_cls: 1.8793, loss: 1.8793, grad_norm: 4.6616 2021-07-17 06:57:19,096 - mmaction - INFO - Epoch [197][1280/1879] lr: 1.295e-02, eta: 1 day, 2:39:46, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7980, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.5132 2021-07-17 06:57:35,718 - mmaction - INFO - Epoch [197][1300/1879] lr: 1.295e-02, eta: 1 day, 2:39:27, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7754, loss_cls: 1.8746, loss: 1.8746, grad_norm: 4.6007 2021-07-17 06:57:52,393 - mmaction - INFO - Epoch [197][1320/1879] lr: 1.295e-02, eta: 1 day, 2:39:09, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8622, loss: 1.8622, grad_norm: 4.4998 2021-07-17 06:58:09,061 - mmaction - INFO - Epoch [197][1340/1879] lr: 1.295e-02, eta: 1 day, 2:38:50, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7883, loss_cls: 1.8483, loss: 1.8483, grad_norm: 4.4180 2021-07-17 06:58:25,737 - mmaction - INFO - Epoch [197][1360/1879] lr: 1.295e-02, eta: 1 day, 2:38:31, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7863, loss_cls: 1.8590, loss: 1.8590, grad_norm: 4.5105 2021-07-17 06:58:42,476 - mmaction - INFO - Epoch [197][1380/1879] lr: 1.295e-02, eta: 1 day, 2:38:12, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9561, loss: 1.9561, grad_norm: 4.6337 2021-07-17 06:58:59,268 - mmaction - INFO - Epoch [197][1400/1879] lr: 1.295e-02, eta: 1 day, 2:37:54, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7969, loss_cls: 1.8220, loss: 1.8220, grad_norm: 4.4147 2021-07-17 06:59:16,028 - mmaction - INFO - Epoch [197][1420/1879] lr: 1.295e-02, eta: 1 day, 2:37:35, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7820, loss_cls: 1.8618, loss: 1.8618, grad_norm: 4.4682 2021-07-17 06:59:32,773 - mmaction - INFO - Epoch [197][1440/1879] lr: 1.295e-02, eta: 1 day, 2:37:17, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7730, loss_cls: 1.9389, loss: 1.9389, grad_norm: 4.5832 2021-07-17 06:59:49,441 - mmaction - INFO - Epoch [197][1460/1879] lr: 1.295e-02, eta: 1 day, 2:36:58, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5762, top5_acc: 0.7789, loss_cls: 1.8522, loss: 1.8522, grad_norm: 4.4501 2021-07-17 07:00:06,406 - mmaction - INFO - Epoch [197][1480/1879] lr: 1.295e-02, eta: 1 day, 2:36:40, time: 0.849, data_time: 0.005, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7973, loss_cls: 1.8148, loss: 1.8148, grad_norm: 4.4405 2021-07-17 07:00:23,287 - mmaction - INFO - Epoch [197][1500/1879] lr: 1.295e-02, eta: 1 day, 2:36:22, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7848, loss_cls: 1.8353, loss: 1.8353, grad_norm: 4.3503 2021-07-17 07:00:39,865 - mmaction - INFO - Epoch [197][1520/1879] lr: 1.295e-02, eta: 1 day, 2:36:03, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7777, loss_cls: 1.8714, loss: 1.8714, grad_norm: 4.4948 2021-07-17 07:00:56,606 - mmaction - INFO - Epoch [197][1540/1879] lr: 1.295e-02, eta: 1 day, 2:35:44, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5531, top5_acc: 0.7680, loss_cls: 1.9043, loss: 1.9043, grad_norm: 4.5836 2021-07-17 07:01:13,338 - mmaction - INFO - Epoch [197][1560/1879] lr: 1.295e-02, eta: 1 day, 2:35:26, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7957, loss_cls: 1.8207, loss: 1.8207, grad_norm: 4.5287 2021-07-17 07:01:30,121 - mmaction - INFO - Epoch [197][1580/1879] lr: 1.295e-02, eta: 1 day, 2:35:07, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7941, loss_cls: 1.8388, loss: 1.8388, grad_norm: 4.4586 2021-07-17 07:01:46,746 - mmaction - INFO - Epoch [197][1600/1879] lr: 1.295e-02, eta: 1 day, 2:34:48, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5602, top5_acc: 0.7801, loss_cls: 1.9371, loss: 1.9371, grad_norm: 4.5622 2021-07-17 07:02:03,358 - mmaction - INFO - Epoch [197][1620/1879] lr: 1.295e-02, eta: 1 day, 2:34:29, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.8760, loss: 1.8760, grad_norm: 4.5352 2021-07-17 07:02:20,197 - mmaction - INFO - Epoch [197][1640/1879] lr: 1.295e-02, eta: 1 day, 2:34:11, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7770, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.6708 2021-07-17 07:02:36,984 - mmaction - INFO - Epoch [197][1660/1879] lr: 1.295e-02, eta: 1 day, 2:33:53, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7758, loss_cls: 1.8935, loss: 1.8935, grad_norm: 4.4306 2021-07-17 07:02:53,573 - mmaction - INFO - Epoch [197][1680/1879] lr: 1.295e-02, eta: 1 day, 2:33:34, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7785, loss_cls: 1.9102, loss: 1.9102, grad_norm: 4.5137 2021-07-17 07:03:10,435 - mmaction - INFO - Epoch [197][1700/1879] lr: 1.295e-02, eta: 1 day, 2:33:15, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5801, top5_acc: 0.8000, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.4981 2021-07-17 07:03:27,262 - mmaction - INFO - Epoch [197][1720/1879] lr: 1.295e-02, eta: 1 day, 2:32:57, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7906, loss_cls: 1.8362, loss: 1.8362, grad_norm: 4.6072 2021-07-17 07:03:44,112 - mmaction - INFO - Epoch [197][1740/1879] lr: 1.295e-02, eta: 1 day, 2:32:39, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7676, loss_cls: 1.9071, loss: 1.9071, grad_norm: 4.6348 2021-07-17 07:04:00,837 - mmaction - INFO - Epoch [197][1760/1879] lr: 1.295e-02, eta: 1 day, 2:32:20, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7934, loss_cls: 1.8393, loss: 1.8393, grad_norm: 4.6293 2021-07-17 07:04:17,437 - mmaction - INFO - Epoch [197][1780/1879] lr: 1.295e-02, eta: 1 day, 2:32:01, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7941, loss_cls: 1.8091, loss: 1.8091, grad_norm: 4.4783 2021-07-17 07:04:34,102 - mmaction - INFO - Epoch [197][1800/1879] lr: 1.295e-02, eta: 1 day, 2:31:42, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7793, loss_cls: 1.8620, loss: 1.8620, grad_norm: 4.4709 2021-07-17 07:04:50,708 - mmaction - INFO - Epoch [197][1820/1879] lr: 1.295e-02, eta: 1 day, 2:31:23, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7699, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.5530 2021-07-17 07:05:07,535 - mmaction - INFO - Epoch [197][1840/1879] lr: 1.295e-02, eta: 1 day, 2:31:05, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7902, loss_cls: 1.8274, loss: 1.8274, grad_norm: 4.5302 2021-07-17 07:05:24,065 - mmaction - INFO - Epoch [197][1860/1879] lr: 1.295e-02, eta: 1 day, 2:30:46, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7727, loss_cls: 1.9343, loss: 1.9343, grad_norm: 4.6120 2021-07-17 07:05:50,229 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 07:05:50,241 - mmaction - INFO - 106 BN found 2021-07-17 07:10:40,488 - mmaction - INFO - BN stats updated 2021-07-17 07:12:14,361 - mmaction - INFO - Epoch [198][20/1879] lr: 1.254e-02, eta: 1 day, 2:32:56, time: 4.591, data_time: 2.893, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7793, loss_cls: 1.8835, loss: 1.8835, grad_norm: 4.4891 2021-07-17 07:12:30,573 - mmaction - INFO - Epoch [198][40/1879] lr: 1.254e-02, eta: 1 day, 2:32:36, time: 0.810, data_time: 0.004, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7988, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.4541 2021-07-17 07:12:46,850 - mmaction - INFO - Epoch [198][60/1879] lr: 1.254e-02, eta: 1 day, 2:32:16, time: 0.815, data_time: 0.002, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7848, loss_cls: 1.8424, loss: 1.8424, grad_norm: 4.5226 2021-07-17 07:13:03,240 - mmaction - INFO - Epoch [198][80/1879] lr: 1.254e-02, eta: 1 day, 2:31:56, time: 0.819, data_time: 0.002, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7883, loss_cls: 1.8106, loss: 1.8106, grad_norm: 4.4629 2021-07-17 07:13:19,584 - mmaction - INFO - Epoch [198][100/1879] lr: 1.254e-02, eta: 1 day, 2:31:36, time: 0.816, data_time: 0.001, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7980, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.4436 2021-07-17 07:13:36,209 - mmaction - INFO - Epoch [198][120/1879] lr: 1.254e-02, eta: 1 day, 2:31:18, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7789, loss_cls: 1.8887, loss: 1.8887, grad_norm: 4.5769 2021-07-17 07:13:52,737 - mmaction - INFO - Epoch [198][140/1879] lr: 1.254e-02, eta: 1 day, 2:30:58, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7844, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.4340 2021-07-17 07:14:09,247 - mmaction - INFO - Epoch [198][160/1879] lr: 1.254e-02, eta: 1 day, 2:30:39, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7973, loss_cls: 1.7863, loss: 1.7863, grad_norm: 4.5847 2021-07-17 07:14:25,817 - mmaction - INFO - Epoch [198][180/1879] lr: 1.254e-02, eta: 1 day, 2:30:20, time: 0.828, data_time: 0.007, memory: 6455, top1_acc: 0.5512, top5_acc: 0.7680, loss_cls: 1.9463, loss: 1.9463, grad_norm: 4.6126 2021-07-17 07:14:42,469 - mmaction - INFO - Epoch [198][200/1879] lr: 1.254e-02, eta: 1 day, 2:30:01, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7926, loss_cls: 1.8244, loss: 1.8244, grad_norm: 4.6116 2021-07-17 07:14:59,158 - mmaction - INFO - Epoch [198][220/1879] lr: 1.254e-02, eta: 1 day, 2:29:42, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.6346 2021-07-17 07:15:15,613 - mmaction - INFO - Epoch [198][240/1879] lr: 1.254e-02, eta: 1 day, 2:29:23, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7910, loss_cls: 1.8132, loss: 1.8132, grad_norm: 4.4274 2021-07-17 07:15:32,417 - mmaction - INFO - Epoch [198][260/1879] lr: 1.254e-02, eta: 1 day, 2:29:04, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7863, loss_cls: 1.8083, loss: 1.8083, grad_norm: 4.5468 2021-07-17 07:15:48,962 - mmaction - INFO - Epoch [198][280/1879] lr: 1.254e-02, eta: 1 day, 2:28:45, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7730, loss_cls: 1.8817, loss: 1.8817, grad_norm: 4.5510 2021-07-17 07:16:05,692 - mmaction - INFO - Epoch [198][300/1879] lr: 1.254e-02, eta: 1 day, 2:28:26, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7777, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.4869 2021-07-17 07:16:22,355 - mmaction - INFO - Epoch [198][320/1879] lr: 1.254e-02, eta: 1 day, 2:28:08, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7848, loss_cls: 1.7863, loss: 1.7863, grad_norm: 4.3446 2021-07-17 07:16:39,121 - mmaction - INFO - Epoch [198][340/1879] lr: 1.254e-02, eta: 1 day, 2:27:49, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7832, loss_cls: 1.8536, loss: 1.8536, grad_norm: 4.5474 2021-07-17 07:16:55,757 - mmaction - INFO - Epoch [198][360/1879] lr: 1.254e-02, eta: 1 day, 2:27:30, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7975, loss: 1.7975, grad_norm: 4.5101 2021-07-17 07:17:12,520 - mmaction - INFO - Epoch [198][380/1879] lr: 1.254e-02, eta: 1 day, 2:27:12, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7662, loss: 1.7662, grad_norm: 4.4560 2021-07-17 07:17:29,278 - mmaction - INFO - Epoch [198][400/1879] lr: 1.254e-02, eta: 1 day, 2:26:53, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7934, loss_cls: 1.8052, loss: 1.8052, grad_norm: 4.5527 2021-07-17 07:17:46,018 - mmaction - INFO - Epoch [198][420/1879] lr: 1.254e-02, eta: 1 day, 2:26:34, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7949, loss_cls: 1.7922, loss: 1.7922, grad_norm: 4.4720 2021-07-17 07:18:02,622 - mmaction - INFO - Epoch [198][440/1879] lr: 1.254e-02, eta: 1 day, 2:26:15, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7785, loss_cls: 1.8342, loss: 1.8342, grad_norm: 4.5010 2021-07-17 07:18:19,416 - mmaction - INFO - Epoch [198][460/1879] lr: 1.254e-02, eta: 1 day, 2:25:57, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7926, loss_cls: 1.8090, loss: 1.8090, grad_norm: 4.5581 2021-07-17 07:18:36,130 - mmaction - INFO - Epoch [198][480/1879] lr: 1.254e-02, eta: 1 day, 2:25:38, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.4767 2021-07-17 07:18:52,907 - mmaction - INFO - Epoch [198][500/1879] lr: 1.254e-02, eta: 1 day, 2:25:20, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7809, loss_cls: 1.8715, loss: 1.8715, grad_norm: 4.6524 2021-07-17 07:19:09,655 - mmaction - INFO - Epoch [198][520/1879] lr: 1.254e-02, eta: 1 day, 2:25:01, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7867, loss_cls: 1.8634, loss: 1.8634, grad_norm: 4.5098 2021-07-17 07:19:26,420 - mmaction - INFO - Epoch [198][540/1879] lr: 1.254e-02, eta: 1 day, 2:24:42, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7824, loss_cls: 1.8714, loss: 1.8714, grad_norm: 4.4936 2021-07-17 07:19:43,228 - mmaction - INFO - Epoch [198][560/1879] lr: 1.254e-02, eta: 1 day, 2:24:24, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7926, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.5236 2021-07-17 07:19:59,950 - mmaction - INFO - Epoch [198][580/1879] lr: 1.254e-02, eta: 1 day, 2:24:05, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7762, loss_cls: 1.8726, loss: 1.8726, grad_norm: 4.6705 2021-07-17 07:20:16,625 - mmaction - INFO - Epoch [198][600/1879] lr: 1.254e-02, eta: 1 day, 2:23:47, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7941, loss_cls: 1.7818, loss: 1.7818, grad_norm: 4.6018 2021-07-17 07:20:33,337 - mmaction - INFO - Epoch [198][620/1879] lr: 1.254e-02, eta: 1 day, 2:23:28, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5949, top5_acc: 0.8035, loss_cls: 1.7433, loss: 1.7433, grad_norm: 4.4350 2021-07-17 07:20:50,030 - mmaction - INFO - Epoch [198][640/1879] lr: 1.254e-02, eta: 1 day, 2:23:09, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8530, loss: 1.8530, grad_norm: 4.5358 2021-07-17 07:21:06,609 - mmaction - INFO - Epoch [198][660/1879] lr: 1.254e-02, eta: 1 day, 2:22:50, time: 0.828, data_time: 0.000, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7758, loss_cls: 1.8939, loss: 1.8939, grad_norm: 4.6243 2021-07-17 07:21:23,359 - mmaction - INFO - Epoch [198][680/1879] lr: 1.254e-02, eta: 1 day, 2:22:32, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7828, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.3709 2021-07-17 07:21:40,150 - mmaction - INFO - Epoch [198][700/1879] lr: 1.254e-02, eta: 1 day, 2:22:13, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7840, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.4709 2021-07-17 07:21:56,745 - mmaction - INFO - Epoch [198][720/1879] lr: 1.254e-02, eta: 1 day, 2:21:54, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8599, loss: 1.8599, grad_norm: 4.4890 2021-07-17 07:22:13,510 - mmaction - INFO - Epoch [198][740/1879] lr: 1.254e-02, eta: 1 day, 2:21:36, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7859, loss_cls: 1.8499, loss: 1.8499, grad_norm: 4.6338 2021-07-17 07:22:30,381 - mmaction - INFO - Epoch [198][760/1879] lr: 1.254e-02, eta: 1 day, 2:21:17, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5586, top5_acc: 0.7910, loss_cls: 1.8796, loss: 1.8796, grad_norm: 4.6328 2021-07-17 07:22:47,153 - mmaction - INFO - Epoch [198][780/1879] lr: 1.254e-02, eta: 1 day, 2:20:59, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.6377 2021-07-17 07:23:03,938 - mmaction - INFO - Epoch [198][800/1879] lr: 1.254e-02, eta: 1 day, 2:20:41, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7750, loss_cls: 1.8844, loss: 1.8844, grad_norm: 4.6658 2021-07-17 07:23:20,609 - mmaction - INFO - Epoch [198][820/1879] lr: 1.254e-02, eta: 1 day, 2:20:22, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7801, loss_cls: 1.8627, loss: 1.8627, grad_norm: 4.4778 2021-07-17 07:23:37,313 - mmaction - INFO - Epoch [198][840/1879] lr: 1.254e-02, eta: 1 day, 2:20:03, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5820, top5_acc: 0.7875, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.4773 2021-07-17 07:23:54,099 - mmaction - INFO - Epoch [198][860/1879] lr: 1.254e-02, eta: 1 day, 2:19:45, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7824, loss_cls: 1.8629, loss: 1.8629, grad_norm: 4.5876 2021-07-17 07:24:10,461 - mmaction - INFO - Epoch [198][880/1879] lr: 1.254e-02, eta: 1 day, 2:19:25, time: 0.819, data_time: 0.003, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7957, loss_cls: 1.7376, loss: 1.7376, grad_norm: 4.3922 2021-07-17 07:24:27,221 - mmaction - INFO - Epoch [198][900/1879] lr: 1.254e-02, eta: 1 day, 2:19:06, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7949, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.5845 2021-07-17 07:24:43,913 - mmaction - INFO - Epoch [198][920/1879] lr: 1.254e-02, eta: 1 day, 2:18:48, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7895, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.6053 2021-07-17 07:25:00,703 - mmaction - INFO - Epoch [198][940/1879] lr: 1.254e-02, eta: 1 day, 2:18:29, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7883, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.5847 2021-07-17 07:25:17,514 - mmaction - INFO - Epoch [198][960/1879] lr: 1.254e-02, eta: 1 day, 2:18:11, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7695, loss_cls: 1.9129, loss: 1.9129, grad_norm: 4.5718 2021-07-17 07:25:34,036 - mmaction - INFO - Epoch [198][980/1879] lr: 1.254e-02, eta: 1 day, 2:17:52, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7805, loss_cls: 1.8853, loss: 1.8853, grad_norm: 4.5960 2021-07-17 07:25:50,526 - mmaction - INFO - Epoch [198][1000/1879] lr: 1.254e-02, eta: 1 day, 2:17:32, time: 0.820, data_time: 0.005, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7883, loss_cls: 1.8127, loss: 1.8127, grad_norm: 4.5344 2021-07-17 07:26:07,266 - mmaction - INFO - Epoch [198][1020/1879] lr: 1.254e-02, eta: 1 day, 2:17:14, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7898, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.4598 2021-07-17 07:26:24,039 - mmaction - INFO - Epoch [198][1040/1879] lr: 1.254e-02, eta: 1 day, 2:16:55, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7770, loss_cls: 1.9219, loss: 1.9219, grad_norm: 4.6498 2021-07-17 07:26:40,746 - mmaction - INFO - Epoch [198][1060/1879] lr: 1.254e-02, eta: 1 day, 2:16:37, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7980, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.4025 2021-07-17 07:26:57,421 - mmaction - INFO - Epoch [198][1080/1879] lr: 1.254e-02, eta: 1 day, 2:16:18, time: 0.834, data_time: 0.008, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7863, loss_cls: 1.8458, loss: 1.8458, grad_norm: 4.7232 2021-07-17 07:27:14,252 - mmaction - INFO - Epoch [198][1100/1879] lr: 1.254e-02, eta: 1 day, 2:16:00, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7773, loss_cls: 1.8473, loss: 1.8473, grad_norm: 4.5402 2021-07-17 07:27:30,886 - mmaction - INFO - Epoch [198][1120/1879] lr: 1.254e-02, eta: 1 day, 2:15:41, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5746, top5_acc: 0.8004, loss_cls: 1.7783, loss: 1.7783, grad_norm: 4.5185 2021-07-17 07:27:47,699 - mmaction - INFO - Epoch [198][1140/1879] lr: 1.254e-02, eta: 1 day, 2:15:23, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5902, top5_acc: 0.8000, loss_cls: 1.7588, loss: 1.7588, grad_norm: 4.4380 2021-07-17 07:28:04,322 - mmaction - INFO - Epoch [198][1160/1879] lr: 1.254e-02, eta: 1 day, 2:15:04, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7723, loss_cls: 1.9395, loss: 1.9395, grad_norm: 4.6055 2021-07-17 07:28:20,961 - mmaction - INFO - Epoch [198][1180/1879] lr: 1.254e-02, eta: 1 day, 2:14:45, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7824, loss_cls: 1.8605, loss: 1.8605, grad_norm: 4.5856 2021-07-17 07:28:37,668 - mmaction - INFO - Epoch [198][1200/1879] lr: 1.254e-02, eta: 1 day, 2:14:26, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7809, loss_cls: 1.8643, loss: 1.8643, grad_norm: 4.4749 2021-07-17 07:28:54,368 - mmaction - INFO - Epoch [198][1220/1879] lr: 1.254e-02, eta: 1 day, 2:14:08, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7832, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.5134 2021-07-17 07:29:10,971 - mmaction - INFO - Epoch [198][1240/1879] lr: 1.254e-02, eta: 1 day, 2:13:49, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7891, loss_cls: 1.8545, loss: 1.8545, grad_norm: 4.5402 2021-07-17 07:29:27,716 - mmaction - INFO - Epoch [198][1260/1879] lr: 1.254e-02, eta: 1 day, 2:13:30, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7875, loss_cls: 1.8369, loss: 1.8369, grad_norm: 4.5090 2021-07-17 07:29:44,387 - mmaction - INFO - Epoch [198][1280/1879] lr: 1.254e-02, eta: 1 day, 2:13:11, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7906, loss_cls: 1.8338, loss: 1.8338, grad_norm: 4.5597 2021-07-17 07:30:00,921 - mmaction - INFO - Epoch [198][1300/1879] lr: 1.254e-02, eta: 1 day, 2:12:52, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8468, loss: 1.8468, grad_norm: 4.5499 2021-07-17 07:30:17,855 - mmaction - INFO - Epoch [198][1320/1879] lr: 1.254e-02, eta: 1 day, 2:12:34, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7930, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.4776 2021-07-17 07:30:34,500 - mmaction - INFO - Epoch [198][1340/1879] lr: 1.254e-02, eta: 1 day, 2:12:16, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7699, loss_cls: 1.9359, loss: 1.9359, grad_norm: 4.7147 2021-07-17 07:30:51,088 - mmaction - INFO - Epoch [198][1360/1879] lr: 1.254e-02, eta: 1 day, 2:11:57, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7875, loss_cls: 1.8799, loss: 1.8799, grad_norm: 4.6084 2021-07-17 07:31:07,718 - mmaction - INFO - Epoch [198][1380/1879] lr: 1.254e-02, eta: 1 day, 2:11:38, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8369, loss: 1.8369, grad_norm: 4.4996 2021-07-17 07:31:24,386 - mmaction - INFO - Epoch [198][1400/1879] lr: 1.254e-02, eta: 1 day, 2:11:19, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.6005 2021-07-17 07:31:41,033 - mmaction - INFO - Epoch [198][1420/1879] lr: 1.254e-02, eta: 1 day, 2:11:00, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5570, top5_acc: 0.7637, loss_cls: 1.9387, loss: 1.9387, grad_norm: 4.6682 2021-07-17 07:31:57,712 - mmaction - INFO - Epoch [198][1440/1879] lr: 1.254e-02, eta: 1 day, 2:10:42, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7980, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.3315 2021-07-17 07:32:14,376 - mmaction - INFO - Epoch [198][1460/1879] lr: 1.254e-02, eta: 1 day, 2:10:23, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7953, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.5461 2021-07-17 07:32:30,931 - mmaction - INFO - Epoch [198][1480/1879] lr: 1.254e-02, eta: 1 day, 2:10:04, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7871, loss_cls: 1.8501, loss: 1.8501, grad_norm: 4.5515 2021-07-17 07:32:47,774 - mmaction - INFO - Epoch [198][1500/1879] lr: 1.254e-02, eta: 1 day, 2:09:46, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7949, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.6362 2021-07-17 07:33:04,318 - mmaction - INFO - Epoch [198][1520/1879] lr: 1.254e-02, eta: 1 day, 2:09:26, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7949, loss_cls: 1.8191, loss: 1.8191, grad_norm: 4.5843 2021-07-17 07:33:20,943 - mmaction - INFO - Epoch [198][1540/1879] lr: 1.254e-02, eta: 1 day, 2:09:08, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5867, top5_acc: 0.7926, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.5085 2021-07-17 07:33:37,590 - mmaction - INFO - Epoch [198][1560/1879] lr: 1.254e-02, eta: 1 day, 2:08:49, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7832, loss_cls: 1.8608, loss: 1.8608, grad_norm: 4.5931 2021-07-17 07:33:54,367 - mmaction - INFO - Epoch [198][1580/1879] lr: 1.254e-02, eta: 1 day, 2:08:31, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7789, loss_cls: 1.8483, loss: 1.8483, grad_norm: 4.5976 2021-07-17 07:34:11,132 - mmaction - INFO - Epoch [198][1600/1879] lr: 1.254e-02, eta: 1 day, 2:08:12, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5508, top5_acc: 0.7664, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.6882 2021-07-17 07:34:27,777 - mmaction - INFO - Epoch [198][1620/1879] lr: 1.254e-02, eta: 1 day, 2:07:53, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7840, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.5206 2021-07-17 07:34:44,424 - mmaction - INFO - Epoch [198][1640/1879] lr: 1.254e-02, eta: 1 day, 2:07:34, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8837, loss: 1.8837, grad_norm: 4.6562 2021-07-17 07:35:00,961 - mmaction - INFO - Epoch [198][1660/1879] lr: 1.254e-02, eta: 1 day, 2:07:15, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7828, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.4401 2021-07-17 07:35:17,941 - mmaction - INFO - Epoch [198][1680/1879] lr: 1.254e-02, eta: 1 day, 2:06:57, time: 0.847, data_time: 0.007, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7816, loss_cls: 1.8924, loss: 1.8924, grad_norm: 4.6103 2021-07-17 07:35:34,317 - mmaction - INFO - Epoch [198][1700/1879] lr: 1.254e-02, eta: 1 day, 2:06:38, time: 0.821, data_time: 0.005, memory: 6455, top1_acc: 0.5566, top5_acc: 0.7723, loss_cls: 1.9298, loss: 1.9298, grad_norm: 4.6287 2021-07-17 07:35:51,112 - mmaction - INFO - Epoch [198][1720/1879] lr: 1.254e-02, eta: 1 day, 2:06:20, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7855, loss_cls: 1.8634, loss: 1.8634, grad_norm: 4.5507 2021-07-17 07:36:07,516 - mmaction - INFO - Epoch [198][1740/1879] lr: 1.254e-02, eta: 1 day, 2:06:00, time: 0.821, data_time: 0.002, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.4637 2021-07-17 07:36:24,295 - mmaction - INFO - Epoch [198][1760/1879] lr: 1.254e-02, eta: 1 day, 2:05:42, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.5445 2021-07-17 07:36:40,846 - mmaction - INFO - Epoch [198][1780/1879] lr: 1.254e-02, eta: 1 day, 2:05:23, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7957, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.4906 2021-07-17 07:36:57,740 - mmaction - INFO - Epoch [198][1800/1879] lr: 1.254e-02, eta: 1 day, 2:05:05, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5676, top5_acc: 0.7809, loss_cls: 1.8609, loss: 1.8609, grad_norm: 4.6315 2021-07-17 07:37:14,435 - mmaction - INFO - Epoch [198][1820/1879] lr: 1.254e-02, eta: 1 day, 2:04:46, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7902, loss_cls: 1.7964, loss: 1.7964, grad_norm: 4.5268 2021-07-17 07:37:30,962 - mmaction - INFO - Epoch [198][1840/1879] lr: 1.254e-02, eta: 1 day, 2:04:27, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7855, loss_cls: 1.8709, loss: 1.8709, grad_norm: 4.6274 2021-07-17 07:37:47,711 - mmaction - INFO - Epoch [198][1860/1879] lr: 1.254e-02, eta: 1 day, 2:04:09, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7922, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.3812 2021-07-17 07:38:13,117 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 07:38:13,125 - mmaction - INFO - 106 BN found 2021-07-17 07:43:02,322 - mmaction - INFO - BN stats updated 2021-07-17 07:44:43,780 - mmaction - INFO - Epoch [199][20/1879] lr: 1.214e-02, eta: 1 day, 2:06:28, time: 4.968, data_time: 4.010, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7883, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.5540 2021-07-17 07:44:59,915 - mmaction - INFO - Epoch [199][40/1879] lr: 1.214e-02, eta: 1 day, 2:06:08, time: 0.809, data_time: 0.007, memory: 6455, top1_acc: 0.5895, top5_acc: 0.8078, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.4562 2021-07-17 07:45:16,089 - mmaction - INFO - Epoch [199][60/1879] lr: 1.214e-02, eta: 1 day, 2:05:48, time: 0.810, data_time: 0.006, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7926, loss_cls: 1.8039, loss: 1.8039, grad_norm: 4.6722 2021-07-17 07:45:32,361 - mmaction - INFO - Epoch [199][80/1879] lr: 1.214e-02, eta: 1 day, 2:05:29, time: 0.814, data_time: 0.002, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7832, loss_cls: 1.8337, loss: 1.8337, grad_norm: 4.6720 2021-07-17 07:45:48,758 - mmaction - INFO - Epoch [199][100/1879] lr: 1.214e-02, eta: 1 day, 2:05:09, time: 0.819, data_time: 0.007, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7836, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.7005 2021-07-17 07:46:05,495 - mmaction - INFO - Epoch [199][120/1879] lr: 1.214e-02, eta: 1 day, 2:04:50, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7789, loss_cls: 1.9022, loss: 1.9022, grad_norm: 4.7044 2021-07-17 07:46:22,194 - mmaction - INFO - Epoch [199][140/1879] lr: 1.214e-02, eta: 1 day, 2:04:32, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7930, loss_cls: 1.8330, loss: 1.8330, grad_norm: 4.6128 2021-07-17 07:46:38,800 - mmaction - INFO - Epoch [199][160/1879] lr: 1.214e-02, eta: 1 day, 2:04:13, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7824, loss_cls: 1.8814, loss: 1.8814, grad_norm: 4.6895 2021-07-17 07:46:55,548 - mmaction - INFO - Epoch [199][180/1879] lr: 1.214e-02, eta: 1 day, 2:03:54, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5656, top5_acc: 0.7902, loss_cls: 1.8654, loss: 1.8654, grad_norm: 4.6509 2021-07-17 07:47:12,265 - mmaction - INFO - Epoch [199][200/1879] lr: 1.214e-02, eta: 1 day, 2:03:36, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7805, loss_cls: 1.8204, loss: 1.8204, grad_norm: 4.4612 2021-07-17 07:47:28,882 - mmaction - INFO - Epoch [199][220/1879] lr: 1.214e-02, eta: 1 day, 2:03:17, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.5413 2021-07-17 07:47:45,467 - mmaction - INFO - Epoch [199][240/1879] lr: 1.214e-02, eta: 1 day, 2:02:58, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.8282, loss: 1.8282, grad_norm: 4.5282 2021-07-17 07:48:02,175 - mmaction - INFO - Epoch [199][260/1879] lr: 1.214e-02, eta: 1 day, 2:02:39, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.8745, loss: 1.8745, grad_norm: 4.6715 2021-07-17 07:48:18,638 - mmaction - INFO - Epoch [199][280/1879] lr: 1.214e-02, eta: 1 day, 2:02:20, time: 0.825, data_time: 0.006, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.7821, loss: 1.7821, grad_norm: 4.5288 2021-07-17 07:48:35,209 - mmaction - INFO - Epoch [199][300/1879] lr: 1.214e-02, eta: 1 day, 2:02:01, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7863, loss_cls: 1.8585, loss: 1.8585, grad_norm: 4.5890 2021-07-17 07:48:51,821 - mmaction - INFO - Epoch [199][320/1879] lr: 1.214e-02, eta: 1 day, 2:01:42, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7957, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.5176 2021-07-17 07:49:08,527 - mmaction - INFO - Epoch [199][340/1879] lr: 1.214e-02, eta: 1 day, 2:01:23, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7922, loss_cls: 1.7963, loss: 1.7963, grad_norm: 4.5594 2021-07-17 07:49:25,218 - mmaction - INFO - Epoch [199][360/1879] lr: 1.214e-02, eta: 1 day, 2:01:05, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7859, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.5948 2021-07-17 07:49:41,989 - mmaction - INFO - Epoch [199][380/1879] lr: 1.214e-02, eta: 1 day, 2:00:46, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7777, loss_cls: 1.8828, loss: 1.8828, grad_norm: 4.5514 2021-07-17 07:49:58,610 - mmaction - INFO - Epoch [199][400/1879] lr: 1.214e-02, eta: 1 day, 2:00:27, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7859, loss_cls: 1.7975, loss: 1.7975, grad_norm: 4.5584 2021-07-17 07:50:15,384 - mmaction - INFO - Epoch [199][420/1879] lr: 1.214e-02, eta: 1 day, 2:00:09, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7883, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.4987 2021-07-17 07:50:32,273 - mmaction - INFO - Epoch [199][440/1879] lr: 1.214e-02, eta: 1 day, 1:59:51, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5945, top5_acc: 0.7949, loss_cls: 1.7797, loss: 1.7797, grad_norm: 4.5317 2021-07-17 07:50:48,940 - mmaction - INFO - Epoch [199][460/1879] lr: 1.214e-02, eta: 1 day, 1:59:32, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7867, loss_cls: 1.8700, loss: 1.8700, grad_norm: 4.7285 2021-07-17 07:51:05,802 - mmaction - INFO - Epoch [199][480/1879] lr: 1.214e-02, eta: 1 day, 1:59:13, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7820, loss_cls: 1.8277, loss: 1.8277, grad_norm: 4.5546 2021-07-17 07:51:22,494 - mmaction - INFO - Epoch [199][500/1879] lr: 1.214e-02, eta: 1 day, 1:58:55, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7754, loss_cls: 1.9194, loss: 1.9194, grad_norm: 4.6163 2021-07-17 07:51:39,321 - mmaction - INFO - Epoch [199][520/1879] lr: 1.214e-02, eta: 1 day, 1:58:36, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7902, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.4830 2021-07-17 07:51:55,892 - mmaction - INFO - Epoch [199][540/1879] lr: 1.214e-02, eta: 1 day, 1:58:18, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5996, top5_acc: 0.7863, loss_cls: 1.7928, loss: 1.7928, grad_norm: 4.4123 2021-07-17 07:52:12,593 - mmaction - INFO - Epoch [199][560/1879] lr: 1.214e-02, eta: 1 day, 1:57:59, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7812, loss_cls: 1.8282, loss: 1.8282, grad_norm: 4.5362 2021-07-17 07:52:29,407 - mmaction - INFO - Epoch [199][580/1879] lr: 1.214e-02, eta: 1 day, 1:57:41, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5883, top5_acc: 0.8047, loss_cls: 1.8024, loss: 1.8024, grad_norm: 4.6249 2021-07-17 07:52:45,906 - mmaction - INFO - Epoch [199][600/1879] lr: 1.214e-02, eta: 1 day, 1:57:21, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.5304 2021-07-17 07:53:02,475 - mmaction - INFO - Epoch [199][620/1879] lr: 1.214e-02, eta: 1 day, 1:57:02, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5848, top5_acc: 0.7922, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.4920 2021-07-17 07:53:19,142 - mmaction - INFO - Epoch [199][640/1879] lr: 1.214e-02, eta: 1 day, 1:56:44, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7883, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.6006 2021-07-17 07:53:35,918 - mmaction - INFO - Epoch [199][660/1879] lr: 1.214e-02, eta: 1 day, 1:56:25, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7844, loss_cls: 1.8770, loss: 1.8770, grad_norm: 4.6623 2021-07-17 07:53:52,476 - mmaction - INFO - Epoch [199][680/1879] lr: 1.214e-02, eta: 1 day, 1:56:06, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7934, loss_cls: 1.8244, loss: 1.8244, grad_norm: 4.5916 2021-07-17 07:54:09,080 - mmaction - INFO - Epoch [199][700/1879] lr: 1.214e-02, eta: 1 day, 1:55:47, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.8232, loss: 1.8232, grad_norm: 4.6252 2021-07-17 07:54:25,875 - mmaction - INFO - Epoch [199][720/1879] lr: 1.214e-02, eta: 1 day, 1:55:29, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5785, top5_acc: 0.8008, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.6474 2021-07-17 07:54:42,450 - mmaction - INFO - Epoch [199][740/1879] lr: 1.214e-02, eta: 1 day, 1:55:10, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7730, loss_cls: 1.8956, loss: 1.8956, grad_norm: 4.6104 2021-07-17 07:54:59,243 - mmaction - INFO - Epoch [199][760/1879] lr: 1.214e-02, eta: 1 day, 1:54:52, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5762, top5_acc: 0.7836, loss_cls: 1.8694, loss: 1.8694, grad_norm: 4.5735 2021-07-17 07:55:15,844 - mmaction - INFO - Epoch [199][780/1879] lr: 1.214e-02, eta: 1 day, 1:54:33, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7855, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.5557 2021-07-17 07:55:32,635 - mmaction - INFO - Epoch [199][800/1879] lr: 1.214e-02, eta: 1 day, 1:54:14, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7953, loss_cls: 1.7929, loss: 1.7929, grad_norm: 4.5428 2021-07-17 07:55:49,467 - mmaction - INFO - Epoch [199][820/1879] lr: 1.214e-02, eta: 1 day, 1:53:56, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7937, loss_cls: 1.8376, loss: 1.8376, grad_norm: 4.5991 2021-07-17 07:56:06,222 - mmaction - INFO - Epoch [199][840/1879] lr: 1.214e-02, eta: 1 day, 1:53:38, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7879, loss_cls: 1.8497, loss: 1.8497, grad_norm: 4.5657 2021-07-17 07:56:22,979 - mmaction - INFO - Epoch [199][860/1879] lr: 1.214e-02, eta: 1 day, 1:53:19, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7871, loss_cls: 1.8127, loss: 1.8127, grad_norm: 4.4741 2021-07-17 07:56:39,615 - mmaction - INFO - Epoch [199][880/1879] lr: 1.214e-02, eta: 1 day, 1:53:00, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7996, loss_cls: 1.7710, loss: 1.7710, grad_norm: 4.4957 2021-07-17 07:56:56,292 - mmaction - INFO - Epoch [199][900/1879] lr: 1.214e-02, eta: 1 day, 1:52:42, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7984, loss_cls: 1.7742, loss: 1.7742, grad_norm: 4.6113 2021-07-17 07:57:12,999 - mmaction - INFO - Epoch [199][920/1879] lr: 1.214e-02, eta: 1 day, 1:52:23, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7707, loss_cls: 1.9098, loss: 1.9098, grad_norm: 4.6987 2021-07-17 07:57:29,609 - mmaction - INFO - Epoch [199][940/1879] lr: 1.214e-02, eta: 1 day, 1:52:04, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5574, top5_acc: 0.7773, loss_cls: 1.9073, loss: 1.9073, grad_norm: 4.6438 2021-07-17 07:57:46,480 - mmaction - INFO - Epoch [199][960/1879] lr: 1.214e-02, eta: 1 day, 1:51:46, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7977, loss_cls: 1.7961, loss: 1.7961, grad_norm: 4.5678 2021-07-17 07:58:02,936 - mmaction - INFO - Epoch [199][980/1879] lr: 1.214e-02, eta: 1 day, 1:51:27, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.5582, top5_acc: 0.7766, loss_cls: 1.8917, loss: 1.8917, grad_norm: 4.6325 2021-07-17 07:58:19,746 - mmaction - INFO - Epoch [199][1000/1879] lr: 1.214e-02, eta: 1 day, 1:51:08, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7879, loss_cls: 1.8342, loss: 1.8342, grad_norm: 4.5624 2021-07-17 07:58:36,595 - mmaction - INFO - Epoch [199][1020/1879] lr: 1.214e-02, eta: 1 day, 1:50:50, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7727, loss_cls: 1.8725, loss: 1.8725, grad_norm: 4.6327 2021-07-17 07:58:53,335 - mmaction - INFO - Epoch [199][1040/1879] lr: 1.214e-02, eta: 1 day, 1:50:32, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7820, loss_cls: 1.8378, loss: 1.8378, grad_norm: 4.6714 2021-07-17 07:59:10,100 - mmaction - INFO - Epoch [199][1060/1879] lr: 1.214e-02, eta: 1 day, 1:50:13, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7785, loss_cls: 1.8640, loss: 1.8640, grad_norm: 4.6756 2021-07-17 07:59:26,521 - mmaction - INFO - Epoch [199][1080/1879] lr: 1.214e-02, eta: 1 day, 1:49:54, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7785, loss_cls: 1.8993, loss: 1.8993, grad_norm: 4.4774 2021-07-17 07:59:43,475 - mmaction - INFO - Epoch [199][1100/1879] lr: 1.214e-02, eta: 1 day, 1:49:36, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.5594, top5_acc: 0.7754, loss_cls: 1.8856, loss: 1.8856, grad_norm: 4.6452 2021-07-17 08:00:00,144 - mmaction - INFO - Epoch [199][1120/1879] lr: 1.214e-02, eta: 1 day, 1:49:17, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5563, top5_acc: 0.7867, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.5998 2021-07-17 08:00:16,861 - mmaction - INFO - Epoch [199][1140/1879] lr: 1.214e-02, eta: 1 day, 1:48:59, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7957, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.5544 2021-07-17 08:00:33,473 - mmaction - INFO - Epoch [199][1160/1879] lr: 1.214e-02, eta: 1 day, 1:48:40, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7879, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.5474 2021-07-17 08:00:50,305 - mmaction - INFO - Epoch [199][1180/1879] lr: 1.214e-02, eta: 1 day, 1:48:22, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7742, loss_cls: 1.9054, loss: 1.9054, grad_norm: 4.7162 2021-07-17 08:01:06,963 - mmaction - INFO - Epoch [199][1200/1879] lr: 1.214e-02, eta: 1 day, 1:48:03, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7867, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.5018 2021-07-17 08:01:23,679 - mmaction - INFO - Epoch [199][1220/1879] lr: 1.214e-02, eta: 1 day, 1:47:44, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7863, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.5697 2021-07-17 08:01:40,267 - mmaction - INFO - Epoch [199][1240/1879] lr: 1.214e-02, eta: 1 day, 1:47:25, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7996, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.3827 2021-07-17 08:01:57,050 - mmaction - INFO - Epoch [199][1260/1879] lr: 1.214e-02, eta: 1 day, 1:47:07, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5535, top5_acc: 0.7820, loss_cls: 1.9049, loss: 1.9049, grad_norm: 4.7641 2021-07-17 08:02:13,842 - mmaction - INFO - Epoch [199][1280/1879] lr: 1.214e-02, eta: 1 day, 1:46:49, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7953, loss_cls: 1.8087, loss: 1.8087, grad_norm: 4.4539 2021-07-17 08:02:30,622 - mmaction - INFO - Epoch [199][1300/1879] lr: 1.214e-02, eta: 1 day, 1:46:30, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9291, loss: 1.9291, grad_norm: 4.7231 2021-07-17 08:02:47,266 - mmaction - INFO - Epoch [199][1320/1879] lr: 1.214e-02, eta: 1 day, 1:46:12, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7965, loss_cls: 1.8138, loss: 1.8138, grad_norm: 4.5770 2021-07-17 08:03:03,837 - mmaction - INFO - Epoch [199][1340/1879] lr: 1.214e-02, eta: 1 day, 1:45:53, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7816, loss_cls: 1.8252, loss: 1.8252, grad_norm: 4.5689 2021-07-17 08:03:20,778 - mmaction - INFO - Epoch [199][1360/1879] lr: 1.214e-02, eta: 1 day, 1:45:35, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7914, loss_cls: 1.7951, loss: 1.7951, grad_norm: 4.5255 2021-07-17 08:03:37,389 - mmaction - INFO - Epoch [199][1380/1879] lr: 1.214e-02, eta: 1 day, 1:45:16, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7852, loss_cls: 1.8303, loss: 1.8303, grad_norm: 4.5289 2021-07-17 08:03:54,201 - mmaction - INFO - Epoch [199][1400/1879] lr: 1.214e-02, eta: 1 day, 1:44:58, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5891, top5_acc: 0.8016, loss_cls: 1.7392, loss: 1.7392, grad_norm: 4.5133 2021-07-17 08:04:10,973 - mmaction - INFO - Epoch [199][1420/1879] lr: 1.214e-02, eta: 1 day, 1:44:39, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7754, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.6539 2021-07-17 08:04:27,711 - mmaction - INFO - Epoch [199][1440/1879] lr: 1.214e-02, eta: 1 day, 1:44:21, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7812, loss_cls: 1.8899, loss: 1.8899, grad_norm: 4.5979 2021-07-17 08:04:44,461 - mmaction - INFO - Epoch [199][1460/1879] lr: 1.214e-02, eta: 1 day, 1:44:02, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7738, loss_cls: 1.9449, loss: 1.9449, grad_norm: 4.6435 2021-07-17 08:05:01,203 - mmaction - INFO - Epoch [199][1480/1879] lr: 1.214e-02, eta: 1 day, 1:43:44, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7871, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.5491 2021-07-17 08:05:17,944 - mmaction - INFO - Epoch [199][1500/1879] lr: 1.214e-02, eta: 1 day, 1:43:25, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5930, top5_acc: 0.7934, loss_cls: 1.7722, loss: 1.7722, grad_norm: 4.4775 2021-07-17 08:05:34,662 - mmaction - INFO - Epoch [199][1520/1879] lr: 1.214e-02, eta: 1 day, 1:43:07, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7902, loss_cls: 1.8433, loss: 1.8433, grad_norm: 4.6142 2021-07-17 08:05:51,558 - mmaction - INFO - Epoch [199][1540/1879] lr: 1.214e-02, eta: 1 day, 1:42:49, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7973, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.4874 2021-07-17 08:06:08,318 - mmaction - INFO - Epoch [199][1560/1879] lr: 1.214e-02, eta: 1 day, 1:42:30, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7953, loss_cls: 1.7871, loss: 1.7871, grad_norm: 4.4743 2021-07-17 08:06:24,909 - mmaction - INFO - Epoch [199][1580/1879] lr: 1.214e-02, eta: 1 day, 1:42:12, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5605, top5_acc: 0.7809, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.5696 2021-07-17 08:06:41,533 - mmaction - INFO - Epoch [199][1600/1879] lr: 1.214e-02, eta: 1 day, 1:41:53, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7914, loss_cls: 1.8752, loss: 1.8752, grad_norm: 4.6885 2021-07-17 08:06:58,293 - mmaction - INFO - Epoch [199][1620/1879] lr: 1.214e-02, eta: 1 day, 1:41:34, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7758, loss_cls: 1.9115, loss: 1.9115, grad_norm: 4.5260 2021-07-17 08:07:15,086 - mmaction - INFO - Epoch [199][1640/1879] lr: 1.214e-02, eta: 1 day, 1:41:16, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7883, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.4401 2021-07-17 08:07:31,830 - mmaction - INFO - Epoch [199][1660/1879] lr: 1.214e-02, eta: 1 day, 1:40:58, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7891, loss_cls: 1.8226, loss: 1.8226, grad_norm: 4.5228 2021-07-17 08:07:48,501 - mmaction - INFO - Epoch [199][1680/1879] lr: 1.214e-02, eta: 1 day, 1:40:39, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.8164, loss: 1.8164, grad_norm: 4.4997 2021-07-17 08:08:05,037 - mmaction - INFO - Epoch [199][1700/1879] lr: 1.214e-02, eta: 1 day, 1:40:20, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.7856, loss: 1.7856, grad_norm: 4.4965 2021-07-17 08:08:21,710 - mmaction - INFO - Epoch [199][1720/1879] lr: 1.214e-02, eta: 1 day, 1:40:01, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5918, top5_acc: 0.7891, loss_cls: 1.7697, loss: 1.7697, grad_norm: 4.5671 2021-07-17 08:08:38,472 - mmaction - INFO - Epoch [199][1740/1879] lr: 1.214e-02, eta: 1 day, 1:39:43, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5613, top5_acc: 0.7875, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.6700 2021-07-17 08:08:55,428 - mmaction - INFO - Epoch [199][1760/1879] lr: 1.214e-02, eta: 1 day, 1:39:25, time: 0.849, data_time: 0.006, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7746, loss_cls: 1.8297, loss: 1.8297, grad_norm: 4.6626 2021-07-17 08:09:12,373 - mmaction - INFO - Epoch [199][1780/1879] lr: 1.214e-02, eta: 1 day, 1:39:07, time: 0.846, data_time: 0.001, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.8582, loss: 1.8582, grad_norm: 4.5938 2021-07-17 08:09:28,864 - mmaction - INFO - Epoch [199][1800/1879] lr: 1.214e-02, eta: 1 day, 1:38:48, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.5660, top5_acc: 0.7824, loss_cls: 1.8769, loss: 1.8769, grad_norm: 4.6033 2021-07-17 08:09:45,762 - mmaction - INFO - Epoch [199][1820/1879] lr: 1.214e-02, eta: 1 day, 1:38:30, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7852, loss_cls: 1.8788, loss: 1.8788, grad_norm: 4.6054 2021-07-17 08:10:02,509 - mmaction - INFO - Epoch [199][1840/1879] lr: 1.214e-02, eta: 1 day, 1:38:12, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7941, loss_cls: 1.7917, loss: 1.7917, grad_norm: 4.6145 2021-07-17 08:10:19,193 - mmaction - INFO - Epoch [199][1860/1879] lr: 1.214e-02, eta: 1 day, 1:37:53, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7816, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.5159 2021-07-17 08:10:45,537 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 08:10:45,548 - mmaction - INFO - 106 BN found 2021-07-17 08:15:34,656 - mmaction - INFO - BN stats updated 2021-07-17 08:16:50,782 - mmaction - INFO - Epoch [200][20/1879] lr: 1.174e-02, eta: 1 day, 1:39:00, time: 3.704, data_time: 2.399, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7828, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.5690 2021-07-17 08:17:06,904 - mmaction - INFO - Epoch [200][40/1879] lr: 1.174e-02, eta: 1 day, 1:38:40, time: 0.806, data_time: 0.005, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7859, loss_cls: 1.8054, loss: 1.8054, grad_norm: 4.6263 2021-07-17 08:17:23,280 - mmaction - INFO - Epoch [200][60/1879] lr: 1.174e-02, eta: 1 day, 1:38:20, time: 0.819, data_time: 0.006, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7926, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.4894 2021-07-17 08:17:39,740 - mmaction - INFO - Epoch [200][80/1879] lr: 1.174e-02, eta: 1 day, 1:38:01, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7988, loss_cls: 1.8008, loss: 1.8008, grad_norm: 4.5616 2021-07-17 08:17:56,348 - mmaction - INFO - Epoch [200][100/1879] lr: 1.174e-02, eta: 1 day, 1:37:42, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7984, loss_cls: 1.7972, loss: 1.7972, grad_norm: 4.6884 2021-07-17 08:18:12,894 - mmaction - INFO - Epoch [200][120/1879] lr: 1.174e-02, eta: 1 day, 1:37:23, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7789, loss_cls: 1.8613, loss: 1.8613, grad_norm: 4.5814 2021-07-17 08:18:29,505 - mmaction - INFO - Epoch [200][140/1879] lr: 1.174e-02, eta: 1 day, 1:37:05, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.5357 2021-07-17 08:18:46,105 - mmaction - INFO - Epoch [200][160/1879] lr: 1.174e-02, eta: 1 day, 1:36:46, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5625, top5_acc: 0.7898, loss_cls: 1.8335, loss: 1.8335, grad_norm: 4.7009 2021-07-17 08:19:02,906 - mmaction - INFO - Epoch [200][180/1879] lr: 1.174e-02, eta: 1 day, 1:36:27, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.8371, loss: 1.8371, grad_norm: 4.5704 2021-07-17 08:19:19,629 - mmaction - INFO - Epoch [200][200/1879] lr: 1.174e-02, eta: 1 day, 1:36:09, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.7953, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.6058 2021-07-17 08:19:36,095 - mmaction - INFO - Epoch [200][220/1879] lr: 1.174e-02, eta: 1 day, 1:35:50, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7863, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.5846 2021-07-17 08:19:52,734 - mmaction - INFO - Epoch [200][240/1879] lr: 1.174e-02, eta: 1 day, 1:35:31, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7707, loss_cls: 1.8761, loss: 1.8761, grad_norm: 4.6236 2021-07-17 08:20:09,552 - mmaction - INFO - Epoch [200][260/1879] lr: 1.174e-02, eta: 1 day, 1:35:13, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7965, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.6703 2021-07-17 08:20:26,248 - mmaction - INFO - Epoch [200][280/1879] lr: 1.174e-02, eta: 1 day, 1:34:54, time: 0.837, data_time: 0.008, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7941, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.5844 2021-07-17 08:20:43,016 - mmaction - INFO - Epoch [200][300/1879] lr: 1.174e-02, eta: 1 day, 1:34:36, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7969, loss_cls: 1.7698, loss: 1.7698, grad_norm: 4.5333 2021-07-17 08:20:59,886 - mmaction - INFO - Epoch [200][320/1879] lr: 1.174e-02, eta: 1 day, 1:34:18, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7922, loss_cls: 1.8172, loss: 1.8172, grad_norm: 4.6173 2021-07-17 08:21:16,644 - mmaction - INFO - Epoch [200][340/1879] lr: 1.174e-02, eta: 1 day, 1:33:59, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5816, top5_acc: 0.8012, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.6561 2021-07-17 08:21:33,235 - mmaction - INFO - Epoch [200][360/1879] lr: 1.174e-02, eta: 1 day, 1:33:40, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7871, loss_cls: 1.7893, loss: 1.7893, grad_norm: 4.6658 2021-07-17 08:21:50,185 - mmaction - INFO - Epoch [200][380/1879] lr: 1.174e-02, eta: 1 day, 1:33:22, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7953, loss_cls: 1.8213, loss: 1.8213, grad_norm: 4.5967 2021-07-17 08:22:06,903 - mmaction - INFO - Epoch [200][400/1879] lr: 1.174e-02, eta: 1 day, 1:33:04, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7906, loss_cls: 1.8146, loss: 1.8146, grad_norm: 4.5685 2021-07-17 08:22:23,721 - mmaction - INFO - Epoch [200][420/1879] lr: 1.174e-02, eta: 1 day, 1:32:46, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7953, loss_cls: 1.7541, loss: 1.7541, grad_norm: 4.5315 2021-07-17 08:22:40,396 - mmaction - INFO - Epoch [200][440/1879] lr: 1.174e-02, eta: 1 day, 1:32:27, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7895, loss_cls: 1.8411, loss: 1.8411, grad_norm: 4.6663 2021-07-17 08:22:57,183 - mmaction - INFO - Epoch [200][460/1879] lr: 1.174e-02, eta: 1 day, 1:32:09, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7922, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.6269 2021-07-17 08:23:13,990 - mmaction - INFO - Epoch [200][480/1879] lr: 1.174e-02, eta: 1 day, 1:31:50, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7973, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.6025 2021-07-17 08:23:30,690 - mmaction - INFO - Epoch [200][500/1879] lr: 1.174e-02, eta: 1 day, 1:31:32, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7910, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.5451 2021-07-17 08:23:47,466 - mmaction - INFO - Epoch [200][520/1879] lr: 1.174e-02, eta: 1 day, 1:31:13, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7879, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.7196 2021-07-17 08:24:04,317 - mmaction - INFO - Epoch [200][540/1879] lr: 1.174e-02, eta: 1 day, 1:30:55, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7918, loss_cls: 1.8297, loss: 1.8297, grad_norm: 4.5991 2021-07-17 08:24:20,989 - mmaction - INFO - Epoch [200][560/1879] lr: 1.174e-02, eta: 1 day, 1:30:37, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7855, loss_cls: 1.8408, loss: 1.8408, grad_norm: 4.6951 2021-07-17 08:24:37,673 - mmaction - INFO - Epoch [200][580/1879] lr: 1.174e-02, eta: 1 day, 1:30:18, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7750, loss_cls: 1.8513, loss: 1.8513, grad_norm: 4.6811 2021-07-17 08:24:54,417 - mmaction - INFO - Epoch [200][600/1879] lr: 1.174e-02, eta: 1 day, 1:30:00, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7891, loss_cls: 1.8478, loss: 1.8478, grad_norm: 4.6948 2021-07-17 08:25:10,922 - mmaction - INFO - Epoch [200][620/1879] lr: 1.174e-02, eta: 1 day, 1:29:41, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7848, loss_cls: 1.8256, loss: 1.8256, grad_norm: 4.4928 2021-07-17 08:25:27,563 - mmaction - INFO - Epoch [200][640/1879] lr: 1.174e-02, eta: 1 day, 1:29:22, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7887, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.6371 2021-07-17 08:25:44,576 - mmaction - INFO - Epoch [200][660/1879] lr: 1.174e-02, eta: 1 day, 1:29:04, time: 0.851, data_time: 0.005, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7820, loss_cls: 1.8718, loss: 1.8718, grad_norm: 4.6889 2021-07-17 08:26:01,244 - mmaction - INFO - Epoch [200][680/1879] lr: 1.174e-02, eta: 1 day, 1:28:45, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.6502 2021-07-17 08:26:17,901 - mmaction - INFO - Epoch [200][700/1879] lr: 1.174e-02, eta: 1 day, 1:28:27, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7797, loss_cls: 1.8723, loss: 1.8723, grad_norm: 4.6153 2021-07-17 08:26:34,682 - mmaction - INFO - Epoch [200][720/1879] lr: 1.174e-02, eta: 1 day, 1:28:08, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5555, top5_acc: 0.7703, loss_cls: 1.8819, loss: 1.8819, grad_norm: 4.6416 2021-07-17 08:26:51,514 - mmaction - INFO - Epoch [200][740/1879] lr: 1.174e-02, eta: 1 day, 1:27:50, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7871, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.7064 2021-07-17 08:27:08,280 - mmaction - INFO - Epoch [200][760/1879] lr: 1.174e-02, eta: 1 day, 1:27:32, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7930, loss_cls: 1.7735, loss: 1.7735, grad_norm: 4.5324 2021-07-17 08:27:25,017 - mmaction - INFO - Epoch [200][780/1879] lr: 1.174e-02, eta: 1 day, 1:27:13, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7844, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.5761 2021-07-17 08:27:41,515 - mmaction - INFO - Epoch [200][800/1879] lr: 1.174e-02, eta: 1 day, 1:26:54, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.5527, top5_acc: 0.7742, loss_cls: 1.9309, loss: 1.9309, grad_norm: 4.7796 2021-07-17 08:27:58,290 - mmaction - INFO - Epoch [200][820/1879] lr: 1.174e-02, eta: 1 day, 1:26:36, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7902, loss_cls: 1.7979, loss: 1.7979, grad_norm: 4.5967 2021-07-17 08:28:15,087 - mmaction - INFO - Epoch [200][840/1879] lr: 1.174e-02, eta: 1 day, 1:26:18, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7957, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.5436 2021-07-17 08:28:31,738 - mmaction - INFO - Epoch [200][860/1879] lr: 1.174e-02, eta: 1 day, 1:25:59, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7973, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.6386 2021-07-17 08:28:48,418 - mmaction - INFO - Epoch [200][880/1879] lr: 1.174e-02, eta: 1 day, 1:25:40, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7961, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.5742 2021-07-17 08:29:05,022 - mmaction - INFO - Epoch [200][900/1879] lr: 1.174e-02, eta: 1 day, 1:25:22, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7852, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.6857 2021-07-17 08:29:21,775 - mmaction - INFO - Epoch [200][920/1879] lr: 1.174e-02, eta: 1 day, 1:25:03, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.5589 2021-07-17 08:29:38,399 - mmaction - INFO - Epoch [200][940/1879] lr: 1.174e-02, eta: 1 day, 1:24:45, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7910, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.6195 2021-07-17 08:29:55,259 - mmaction - INFO - Epoch [200][960/1879] lr: 1.174e-02, eta: 1 day, 1:24:26, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5934, top5_acc: 0.8027, loss_cls: 1.7208, loss: 1.7208, grad_norm: 4.5551 2021-07-17 08:30:12,123 - mmaction - INFO - Epoch [200][980/1879] lr: 1.174e-02, eta: 1 day, 1:24:08, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7848, loss_cls: 1.8430, loss: 1.8430, grad_norm: 4.6310 2021-07-17 08:30:28,760 - mmaction - INFO - Epoch [200][1000/1879] lr: 1.174e-02, eta: 1 day, 1:23:50, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7855, loss_cls: 1.8314, loss: 1.8314, grad_norm: 4.6228 2021-07-17 08:30:45,647 - mmaction - INFO - Epoch [200][1020/1879] lr: 1.174e-02, eta: 1 day, 1:23:32, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5914, top5_acc: 0.8074, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.5137 2021-07-17 08:31:02,300 - mmaction - INFO - Epoch [200][1040/1879] lr: 1.174e-02, eta: 1 day, 1:23:13, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.6521 2021-07-17 08:31:18,969 - mmaction - INFO - Epoch [200][1060/1879] lr: 1.174e-02, eta: 1 day, 1:22:54, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7840, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.6644 2021-07-17 08:31:35,735 - mmaction - INFO - Epoch [200][1080/1879] lr: 1.174e-02, eta: 1 day, 1:22:36, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7805, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.6666 2021-07-17 08:31:52,331 - mmaction - INFO - Epoch [200][1100/1879] lr: 1.174e-02, eta: 1 day, 1:22:17, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5832, top5_acc: 0.8039, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.6429 2021-07-17 08:32:09,140 - mmaction - INFO - Epoch [200][1120/1879] lr: 1.174e-02, eta: 1 day, 1:21:59, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7812, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.8192 2021-07-17 08:32:25,980 - mmaction - INFO - Epoch [200][1140/1879] lr: 1.174e-02, eta: 1 day, 1:21:41, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7957, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.6193 2021-07-17 08:32:42,744 - mmaction - INFO - Epoch [200][1160/1879] lr: 1.174e-02, eta: 1 day, 1:21:22, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7926, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.6655 2021-07-17 08:32:59,464 - mmaction - INFO - Epoch [200][1180/1879] lr: 1.174e-02, eta: 1 day, 1:21:04, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7844, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.6719 2021-07-17 08:33:16,147 - mmaction - INFO - Epoch [200][1200/1879] lr: 1.174e-02, eta: 1 day, 1:20:46, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7836, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.6993 2021-07-17 08:33:32,668 - mmaction - INFO - Epoch [200][1220/1879] lr: 1.174e-02, eta: 1 day, 1:20:27, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7828, loss_cls: 1.8794, loss: 1.8794, grad_norm: 4.6623 2021-07-17 08:33:49,327 - mmaction - INFO - Epoch [200][1240/1879] lr: 1.174e-02, eta: 1 day, 1:20:08, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7738, loss_cls: 1.8799, loss: 1.8799, grad_norm: 4.6946 2021-07-17 08:34:06,188 - mmaction - INFO - Epoch [200][1260/1879] lr: 1.174e-02, eta: 1 day, 1:19:50, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5539, top5_acc: 0.7707, loss_cls: 1.9127, loss: 1.9127, grad_norm: 4.6255 2021-07-17 08:34:22,879 - mmaction - INFO - Epoch [200][1280/1879] lr: 1.174e-02, eta: 1 day, 1:19:31, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7824, loss_cls: 1.8453, loss: 1.8453, grad_norm: 4.6130 2021-07-17 08:34:39,463 - mmaction - INFO - Epoch [200][1300/1879] lr: 1.174e-02, eta: 1 day, 1:19:13, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7777, loss_cls: 1.9017, loss: 1.9017, grad_norm: 4.6394 2021-07-17 08:34:56,263 - mmaction - INFO - Epoch [200][1320/1879] lr: 1.174e-02, eta: 1 day, 1:18:54, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7863, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.5998 2021-07-17 08:35:12,845 - mmaction - INFO - Epoch [200][1340/1879] lr: 1.174e-02, eta: 1 day, 1:18:35, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7918, loss_cls: 1.8330, loss: 1.8330, grad_norm: 4.5819 2021-07-17 08:35:29,511 - mmaction - INFO - Epoch [200][1360/1879] lr: 1.174e-02, eta: 1 day, 1:18:17, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7750, loss_cls: 1.8673, loss: 1.8673, grad_norm: 4.6382 2021-07-17 08:35:45,982 - mmaction - INFO - Epoch [200][1380/1879] lr: 1.174e-02, eta: 1 day, 1:17:58, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7836, loss_cls: 1.8407, loss: 1.8407, grad_norm: 4.5829 2021-07-17 08:36:02,648 - mmaction - INFO - Epoch [200][1400/1879] lr: 1.174e-02, eta: 1 day, 1:17:39, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8795, loss: 1.8795, grad_norm: 4.6987 2021-07-17 08:36:19,285 - mmaction - INFO - Epoch [200][1420/1879] lr: 1.174e-02, eta: 1 day, 1:17:21, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7785, loss_cls: 1.8827, loss: 1.8827, grad_norm: 4.6785 2021-07-17 08:36:35,780 - mmaction - INFO - Epoch [200][1440/1879] lr: 1.174e-02, eta: 1 day, 1:17:02, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7824, loss_cls: 1.8559, loss: 1.8559, grad_norm: 4.7181 2021-07-17 08:36:52,569 - mmaction - INFO - Epoch [200][1460/1879] lr: 1.174e-02, eta: 1 day, 1:16:44, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7852, loss_cls: 1.8084, loss: 1.8084, grad_norm: 4.4405 2021-07-17 08:37:09,331 - mmaction - INFO - Epoch [200][1480/1879] lr: 1.174e-02, eta: 1 day, 1:16:25, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7754, loss_cls: 1.8603, loss: 1.8603, grad_norm: 4.6445 2021-07-17 08:37:25,795 - mmaction - INFO - Epoch [200][1500/1879] lr: 1.174e-02, eta: 1 day, 1:16:06, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.6715 2021-07-17 08:37:42,306 - mmaction - INFO - Epoch [200][1520/1879] lr: 1.174e-02, eta: 1 day, 1:15:47, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5762, top5_acc: 0.7828, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.6804 2021-07-17 08:37:58,971 - mmaction - INFO - Epoch [200][1540/1879] lr: 1.174e-02, eta: 1 day, 1:15:29, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5840, top5_acc: 0.8047, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.6921 2021-07-17 08:38:15,691 - mmaction - INFO - Epoch [200][1560/1879] lr: 1.174e-02, eta: 1 day, 1:15:10, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5691, top5_acc: 0.7848, loss_cls: 1.8286, loss: 1.8286, grad_norm: 4.6164 2021-07-17 08:38:32,398 - mmaction - INFO - Epoch [200][1580/1879] lr: 1.174e-02, eta: 1 day, 1:14:52, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7914, loss_cls: 1.8020, loss: 1.8020, grad_norm: 4.6490 2021-07-17 08:38:49,013 - mmaction - INFO - Epoch [200][1600/1879] lr: 1.174e-02, eta: 1 day, 1:14:33, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5664, top5_acc: 0.7734, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.6596 2021-07-17 08:39:05,703 - mmaction - INFO - Epoch [200][1620/1879] lr: 1.174e-02, eta: 1 day, 1:14:15, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7879, loss_cls: 1.8008, loss: 1.8008, grad_norm: 4.6420 2021-07-17 08:39:22,280 - mmaction - INFO - Epoch [200][1640/1879] lr: 1.174e-02, eta: 1 day, 1:13:56, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7883, loss_cls: 1.8199, loss: 1.8199, grad_norm: 4.7641 2021-07-17 08:39:38,850 - mmaction - INFO - Epoch [200][1660/1879] lr: 1.174e-02, eta: 1 day, 1:13:37, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.6380 2021-07-17 08:39:55,705 - mmaction - INFO - Epoch [200][1680/1879] lr: 1.174e-02, eta: 1 day, 1:13:19, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7977, loss_cls: 1.7877, loss: 1.7877, grad_norm: 4.6444 2021-07-17 08:40:12,375 - mmaction - INFO - Epoch [200][1700/1879] lr: 1.174e-02, eta: 1 day, 1:13:01, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7973, loss_cls: 1.8077, loss: 1.8077, grad_norm: 4.5931 2021-07-17 08:40:29,272 - mmaction - INFO - Epoch [200][1720/1879] lr: 1.174e-02, eta: 1 day, 1:12:42, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7902, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.5949 2021-07-17 08:40:45,969 - mmaction - INFO - Epoch [200][1740/1879] lr: 1.174e-02, eta: 1 day, 1:12:24, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7883, loss_cls: 1.8704, loss: 1.8704, grad_norm: 4.7274 2021-07-17 08:41:02,435 - mmaction - INFO - Epoch [200][1760/1879] lr: 1.174e-02, eta: 1 day, 1:12:05, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7957, loss_cls: 1.7899, loss: 1.7899, grad_norm: 4.5887 2021-07-17 08:41:19,262 - mmaction - INFO - Epoch [200][1780/1879] lr: 1.174e-02, eta: 1 day, 1:11:47, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7824, loss_cls: 1.8453, loss: 1.8453, grad_norm: 4.6091 2021-07-17 08:41:35,821 - mmaction - INFO - Epoch [200][1800/1879] lr: 1.174e-02, eta: 1 day, 1:11:28, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7930, loss_cls: 1.8214, loss: 1.8214, grad_norm: 4.6320 2021-07-17 08:41:52,509 - mmaction - INFO - Epoch [200][1820/1879] lr: 1.174e-02, eta: 1 day, 1:11:10, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6000, top5_acc: 0.7937, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.4414 2021-07-17 08:42:09,108 - mmaction - INFO - Epoch [200][1840/1879] lr: 1.174e-02, eta: 1 day, 1:10:51, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8631, loss: 1.8631, grad_norm: 4.6428 2021-07-17 08:42:25,940 - mmaction - INFO - Epoch [200][1860/1879] lr: 1.174e-02, eta: 1 day, 1:10:33, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7754, loss_cls: 1.8206, loss: 1.8206, grad_norm: 4.5833 2021-07-17 08:42:47,709 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 08:42:47,713 - mmaction - INFO - 106 BN found 2021-07-17 08:47:33,655 - mmaction - INFO - BN stats updated 2021-07-17 08:49:56,690 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 08:49:57,591 - mmaction - INFO - top1_acc 0.6337 top5_acc 0.8473 2021-07-17 08:49:57,591 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 08:49:57,622 - mmaction - INFO - mean_acc 0.6336 2021-07-17 08:49:57,631 - mmaction - INFO - Saving checkpoint at 200 epochs 2021-07-17 08:49:59,321 - mmaction - INFO - Epoch(val) [200][155] top1_acc: 0.6337, top5_acc: 0.8473, mean_class_accuracy: 0.6336 2021-07-17 08:50:49,577 - mmaction - INFO - Epoch [201][20/1879] lr: 1.135e-02, eta: 1 day, 1:10:38, time: 2.512, data_time: 1.682, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7953, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.5708 2021-07-17 08:51:05,864 - mmaction - INFO - Epoch [201][40/1879] lr: 1.135e-02, eta: 1 day, 1:10:19, time: 0.814, data_time: 0.006, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7918, loss_cls: 1.7851, loss: 1.7851, grad_norm: 4.4744 2021-07-17 08:51:22,188 - mmaction - INFO - Epoch [201][60/1879] lr: 1.135e-02, eta: 1 day, 1:09:59, time: 0.815, data_time: 0.005, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7902, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.5654 2021-07-17 08:51:38,553 - mmaction - INFO - Epoch [201][80/1879] lr: 1.135e-02, eta: 1 day, 1:09:40, time: 0.818, data_time: 0.002, memory: 6455, top1_acc: 0.5883, top5_acc: 0.8035, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.6337 2021-07-17 08:51:55,103 - mmaction - INFO - Epoch [201][100/1879] lr: 1.135e-02, eta: 1 day, 1:09:21, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7926, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.6515 2021-07-17 08:52:11,528 - mmaction - INFO - Epoch [201][120/1879] lr: 1.135e-02, eta: 1 day, 1:09:02, time: 0.820, data_time: 0.001, memory: 6455, top1_acc: 0.5926, top5_acc: 0.7848, loss_cls: 1.7974, loss: 1.7974, grad_norm: 4.6887 2021-07-17 08:52:28,193 - mmaction - INFO - Epoch [201][140/1879] lr: 1.135e-02, eta: 1 day, 1:08:44, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7836, loss_cls: 1.8282, loss: 1.8282, grad_norm: 4.6872 2021-07-17 08:52:44,828 - mmaction - INFO - Epoch [201][160/1879] lr: 1.135e-02, eta: 1 day, 1:08:25, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7855, loss_cls: 1.8364, loss: 1.8364, grad_norm: 4.7602 2021-07-17 08:53:01,586 - mmaction - INFO - Epoch [201][180/1879] lr: 1.135e-02, eta: 1 day, 1:08:07, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8090, loss_cls: 1.7136, loss: 1.7136, grad_norm: 4.7068 2021-07-17 08:53:18,244 - mmaction - INFO - Epoch [201][200/1879] lr: 1.135e-02, eta: 1 day, 1:07:48, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5723, top5_acc: 0.8008, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.6705 2021-07-17 08:53:34,972 - mmaction - INFO - Epoch [201][220/1879] lr: 1.135e-02, eta: 1 day, 1:07:30, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.8158, loss: 1.8158, grad_norm: 4.7263 2021-07-17 08:53:51,474 - mmaction - INFO - Epoch [201][240/1879] lr: 1.135e-02, eta: 1 day, 1:07:11, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7996, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.5605 2021-07-17 08:54:08,241 - mmaction - INFO - Epoch [201][260/1879] lr: 1.135e-02, eta: 1 day, 1:06:52, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7820, loss_cls: 1.8129, loss: 1.8129, grad_norm: 4.6844 2021-07-17 08:54:25,018 - mmaction - INFO - Epoch [201][280/1879] lr: 1.135e-02, eta: 1 day, 1:06:34, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7937, loss_cls: 1.8255, loss: 1.8255, grad_norm: 4.7576 2021-07-17 08:54:41,631 - mmaction - INFO - Epoch [201][300/1879] lr: 1.135e-02, eta: 1 day, 1:06:16, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.5697 2021-07-17 08:54:58,413 - mmaction - INFO - Epoch [201][320/1879] lr: 1.135e-02, eta: 1 day, 1:05:57, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7922, loss_cls: 1.8335, loss: 1.8335, grad_norm: 4.7856 2021-07-17 08:55:15,015 - mmaction - INFO - Epoch [201][340/1879] lr: 1.135e-02, eta: 1 day, 1:05:39, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7926, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.6763 2021-07-17 08:55:31,764 - mmaction - INFO - Epoch [201][360/1879] lr: 1.135e-02, eta: 1 day, 1:05:20, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5758, top5_acc: 0.8012, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.5847 2021-07-17 08:55:48,381 - mmaction - INFO - Epoch [201][380/1879] lr: 1.135e-02, eta: 1 day, 1:05:02, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7984, loss_cls: 1.7695, loss: 1.7695, grad_norm: 4.5572 2021-07-17 08:56:05,005 - mmaction - INFO - Epoch [201][400/1879] lr: 1.135e-02, eta: 1 day, 1:04:43, time: 0.831, data_time: 0.007, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7812, loss_cls: 1.8206, loss: 1.8206, grad_norm: 4.7172 2021-07-17 08:56:21,623 - mmaction - INFO - Epoch [201][420/1879] lr: 1.135e-02, eta: 1 day, 1:04:24, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7895, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.5801 2021-07-17 08:56:38,351 - mmaction - INFO - Epoch [201][440/1879] lr: 1.135e-02, eta: 1 day, 1:04:06, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.7941, loss: 1.7941, grad_norm: 4.5995 2021-07-17 08:56:54,885 - mmaction - INFO - Epoch [201][460/1879] lr: 1.135e-02, eta: 1 day, 1:03:47, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7863, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.6211 2021-07-17 08:57:11,536 - mmaction - INFO - Epoch [201][480/1879] lr: 1.135e-02, eta: 1 day, 1:03:29, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7941, loss_cls: 1.7993, loss: 1.7993, grad_norm: 4.6072 2021-07-17 08:57:28,263 - mmaction - INFO - Epoch [201][500/1879] lr: 1.135e-02, eta: 1 day, 1:03:10, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5883, top5_acc: 0.8004, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.5602 2021-07-17 08:57:45,149 - mmaction - INFO - Epoch [201][520/1879] lr: 1.135e-02, eta: 1 day, 1:02:52, time: 0.845, data_time: 0.002, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8705, loss: 1.8705, grad_norm: 4.6190 2021-07-17 08:58:01,846 - mmaction - INFO - Epoch [201][540/1879] lr: 1.135e-02, eta: 1 day, 1:02:34, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5906, top5_acc: 0.8098, loss_cls: 1.7481, loss: 1.7481, grad_norm: 4.5608 2021-07-17 08:58:18,489 - mmaction - INFO - Epoch [201][560/1879] lr: 1.135e-02, eta: 1 day, 1:02:15, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7980, loss_cls: 1.8246, loss: 1.8246, grad_norm: 4.6998 2021-07-17 08:58:35,191 - mmaction - INFO - Epoch [201][580/1879] lr: 1.135e-02, eta: 1 day, 1:01:57, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7887, loss_cls: 1.8090, loss: 1.8090, grad_norm: 4.6594 2021-07-17 08:58:51,722 - mmaction - INFO - Epoch [201][600/1879] lr: 1.135e-02, eta: 1 day, 1:01:38, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5863, top5_acc: 0.8020, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.6373 2021-07-17 08:59:08,615 - mmaction - INFO - Epoch [201][620/1879] lr: 1.135e-02, eta: 1 day, 1:01:20, time: 0.843, data_time: 0.007, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7820, loss_cls: 1.8744, loss: 1.8744, grad_norm: 4.7645 2021-07-17 08:59:25,266 - mmaction - INFO - Epoch [201][640/1879] lr: 1.135e-02, eta: 1 day, 1:01:02, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5820, top5_acc: 0.7922, loss_cls: 1.8103, loss: 1.8103, grad_norm: 4.6222 2021-07-17 08:59:41,717 - mmaction - INFO - Epoch [201][660/1879] lr: 1.135e-02, eta: 1 day, 1:00:43, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7973, loss_cls: 1.7768, loss: 1.7768, grad_norm: 4.6706 2021-07-17 08:59:58,259 - mmaction - INFO - Epoch [201][680/1879] lr: 1.135e-02, eta: 1 day, 1:00:24, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7840, loss_cls: 1.8427, loss: 1.8427, grad_norm: 4.6857 2021-07-17 09:00:14,999 - mmaction - INFO - Epoch [201][700/1879] lr: 1.135e-02, eta: 1 day, 1:00:05, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8004, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.4388 2021-07-17 09:00:31,835 - mmaction - INFO - Epoch [201][720/1879] lr: 1.135e-02, eta: 1 day, 0:59:47, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7918, loss_cls: 1.7798, loss: 1.7798, grad_norm: 4.6474 2021-07-17 09:00:48,575 - mmaction - INFO - Epoch [201][740/1879] lr: 1.135e-02, eta: 1 day, 0:59:29, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7980, loss_cls: 1.7861, loss: 1.7861, grad_norm: 4.6722 2021-07-17 09:01:05,102 - mmaction - INFO - Epoch [201][760/1879] lr: 1.135e-02, eta: 1 day, 0:59:10, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7848, loss_cls: 1.8726, loss: 1.8726, grad_norm: 4.8232 2021-07-17 09:01:21,843 - mmaction - INFO - Epoch [201][780/1879] lr: 1.135e-02, eta: 1 day, 0:58:52, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7926, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.6597 2021-07-17 09:01:38,398 - mmaction - INFO - Epoch [201][800/1879] lr: 1.135e-02, eta: 1 day, 0:58:33, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7914, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.5638 2021-07-17 09:01:55,032 - mmaction - INFO - Epoch [201][820/1879] lr: 1.135e-02, eta: 1 day, 0:58:15, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5949, top5_acc: 0.8039, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.6009 2021-07-17 09:02:11,607 - mmaction - INFO - Epoch [201][840/1879] lr: 1.135e-02, eta: 1 day, 0:57:56, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5578, top5_acc: 0.7828, loss_cls: 1.8739, loss: 1.8739, grad_norm: 4.6238 2021-07-17 09:02:28,192 - mmaction - INFO - Epoch [201][860/1879] lr: 1.135e-02, eta: 1 day, 0:57:37, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7926, loss_cls: 1.8434, loss: 1.8434, grad_norm: 4.6421 2021-07-17 09:02:44,931 - mmaction - INFO - Epoch [201][880/1879] lr: 1.135e-02, eta: 1 day, 0:57:19, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7871, loss_cls: 1.8234, loss: 1.8234, grad_norm: 4.6496 2021-07-17 09:03:01,557 - mmaction - INFO - Epoch [201][900/1879] lr: 1.135e-02, eta: 1 day, 0:57:00, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5547, top5_acc: 0.7824, loss_cls: 1.8971, loss: 1.8971, grad_norm: 4.7359 2021-07-17 09:03:18,274 - mmaction - INFO - Epoch [201][920/1879] lr: 1.135e-02, eta: 1 day, 0:56:42, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7863, loss_cls: 1.8059, loss: 1.8059, grad_norm: 4.5803 2021-07-17 09:03:35,111 - mmaction - INFO - Epoch [201][940/1879] lr: 1.135e-02, eta: 1 day, 0:56:24, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7937, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.6499 2021-07-17 09:03:51,907 - mmaction - INFO - Epoch [201][960/1879] lr: 1.135e-02, eta: 1 day, 0:56:06, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7852, loss_cls: 1.8521, loss: 1.8521, grad_norm: 4.7121 2021-07-17 09:04:08,487 - mmaction - INFO - Epoch [201][980/1879] lr: 1.135e-02, eta: 1 day, 0:55:47, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.6027 2021-07-17 09:04:25,018 - mmaction - INFO - Epoch [201][1000/1879] lr: 1.135e-02, eta: 1 day, 0:55:28, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7875, loss_cls: 1.8302, loss: 1.8302, grad_norm: 4.7398 2021-07-17 09:04:41,737 - mmaction - INFO - Epoch [201][1020/1879] lr: 1.135e-02, eta: 1 day, 0:55:10, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5609, top5_acc: 0.7809, loss_cls: 1.8628, loss: 1.8628, grad_norm: 4.6795 2021-07-17 09:04:58,355 - mmaction - INFO - Epoch [201][1040/1879] lr: 1.135e-02, eta: 1 day, 0:54:51, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7961, loss_cls: 1.7999, loss: 1.7999, grad_norm: 4.6030 2021-07-17 09:05:14,911 - mmaction - INFO - Epoch [201][1060/1879] lr: 1.135e-02, eta: 1 day, 0:54:33, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7941, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.6677 2021-07-17 09:05:31,761 - mmaction - INFO - Epoch [201][1080/1879] lr: 1.135e-02, eta: 1 day, 0:54:15, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7953, loss_cls: 1.7688, loss: 1.7688, grad_norm: 4.5988 2021-07-17 09:05:48,338 - mmaction - INFO - Epoch [201][1100/1879] lr: 1.135e-02, eta: 1 day, 0:53:56, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7820, loss_cls: 1.8574, loss: 1.8574, grad_norm: 4.7388 2021-07-17 09:06:05,077 - mmaction - INFO - Epoch [201][1120/1879] lr: 1.135e-02, eta: 1 day, 0:53:38, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.7798, loss: 1.7798, grad_norm: 4.6840 2021-07-17 09:06:21,651 - mmaction - INFO - Epoch [201][1140/1879] lr: 1.135e-02, eta: 1 day, 0:53:19, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7895, loss_cls: 1.7889, loss: 1.7889, grad_norm: 4.6767 2021-07-17 09:06:38,229 - mmaction - INFO - Epoch [201][1160/1879] lr: 1.135e-02, eta: 1 day, 0:53:00, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7922, loss_cls: 1.7836, loss: 1.7836, grad_norm: 4.7164 2021-07-17 09:06:54,879 - mmaction - INFO - Epoch [201][1180/1879] lr: 1.135e-02, eta: 1 day, 0:52:42, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7937, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.6651 2021-07-17 09:07:11,565 - mmaction - INFO - Epoch [201][1200/1879] lr: 1.135e-02, eta: 1 day, 0:52:24, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7797, loss_cls: 1.8677, loss: 1.8677, grad_norm: 4.7069 2021-07-17 09:07:28,225 - mmaction - INFO - Epoch [201][1220/1879] lr: 1.135e-02, eta: 1 day, 0:52:05, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5477, top5_acc: 0.7727, loss_cls: 1.9044, loss: 1.9044, grad_norm: 4.7842 2021-07-17 09:07:44,968 - mmaction - INFO - Epoch [201][1240/1879] lr: 1.135e-02, eta: 1 day, 0:51:47, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.7080 2021-07-17 09:08:01,378 - mmaction - INFO - Epoch [201][1260/1879] lr: 1.135e-02, eta: 1 day, 0:51:28, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7887, loss_cls: 1.8463, loss: 1.8463, grad_norm: 4.7933 2021-07-17 09:08:18,014 - mmaction - INFO - Epoch [201][1280/1879] lr: 1.135e-02, eta: 1 day, 0:51:09, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5980, top5_acc: 0.7902, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.5734 2021-07-17 09:08:34,585 - mmaction - INFO - Epoch [201][1300/1879] lr: 1.135e-02, eta: 1 day, 0:50:51, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7977, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.6602 2021-07-17 09:08:51,870 - mmaction - INFO - Epoch [201][1320/1879] lr: 1.135e-02, eta: 1 day, 0:50:34, time: 0.864, data_time: 0.004, memory: 6455, top1_acc: 0.5645, top5_acc: 0.7910, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.8722 2021-07-17 09:09:09,098 - mmaction - INFO - Epoch [201][1340/1879] lr: 1.135e-02, eta: 1 day, 0:50:16, time: 0.862, data_time: 0.002, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7754, loss_cls: 1.8686, loss: 1.8686, grad_norm: 4.7105 2021-07-17 09:09:25,991 - mmaction - INFO - Epoch [201][1360/1879] lr: 1.135e-02, eta: 1 day, 0:49:58, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7969, loss_cls: 1.7673, loss: 1.7673, grad_norm: 4.5892 2021-07-17 09:09:42,350 - mmaction - INFO - Epoch [201][1380/1879] lr: 1.135e-02, eta: 1 day, 0:49:39, time: 0.818, data_time: 0.001, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8377, loss: 1.8377, grad_norm: 4.6912 2021-07-17 09:09:59,353 - mmaction - INFO - Epoch [201][1400/1879] lr: 1.135e-02, eta: 1 day, 0:49:22, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7922, loss_cls: 1.8294, loss: 1.8294, grad_norm: 4.7179 2021-07-17 09:10:16,136 - mmaction - INFO - Epoch [201][1420/1879] lr: 1.135e-02, eta: 1 day, 0:49:03, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7953, loss_cls: 1.8060, loss: 1.8060, grad_norm: 4.7235 2021-07-17 09:10:32,662 - mmaction - INFO - Epoch [201][1440/1879] lr: 1.135e-02, eta: 1 day, 0:48:45, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5914, top5_acc: 0.7996, loss_cls: 1.7803, loss: 1.7803, grad_norm: 4.6100 2021-07-17 09:10:49,355 - mmaction - INFO - Epoch [201][1460/1879] lr: 1.135e-02, eta: 1 day, 0:48:26, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5887, top5_acc: 0.7887, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.6425 2021-07-17 09:11:05,891 - mmaction - INFO - Epoch [201][1480/1879] lr: 1.135e-02, eta: 1 day, 0:48:08, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.6096 2021-07-17 09:11:22,747 - mmaction - INFO - Epoch [201][1500/1879] lr: 1.135e-02, eta: 1 day, 0:47:49, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7988, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.6385 2021-07-17 09:11:39,621 - mmaction - INFO - Epoch [201][1520/1879] lr: 1.135e-02, eta: 1 day, 0:47:31, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7930, loss_cls: 1.8298, loss: 1.8298, grad_norm: 4.7630 2021-07-17 09:11:56,302 - mmaction - INFO - Epoch [201][1540/1879] lr: 1.135e-02, eta: 1 day, 0:47:13, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5945, top5_acc: 0.7887, loss_cls: 1.7936, loss: 1.7936, grad_norm: 4.6068 2021-07-17 09:12:13,076 - mmaction - INFO - Epoch [201][1560/1879] lr: 1.135e-02, eta: 1 day, 0:46:55, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7730, loss_cls: 1.8924, loss: 1.8924, grad_norm: 4.6850 2021-07-17 09:12:29,790 - mmaction - INFO - Epoch [201][1580/1879] lr: 1.135e-02, eta: 1 day, 0:46:37, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7891, loss_cls: 1.8389, loss: 1.8389, grad_norm: 4.5997 2021-07-17 09:12:46,316 - mmaction - INFO - Epoch [201][1600/1879] lr: 1.135e-02, eta: 1 day, 0:46:18, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7887, loss_cls: 1.8384, loss: 1.8384, grad_norm: 4.7263 2021-07-17 09:13:03,182 - mmaction - INFO - Epoch [201][1620/1879] lr: 1.135e-02, eta: 1 day, 0:46:00, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7910, loss_cls: 1.8211, loss: 1.8211, grad_norm: 4.6856 2021-07-17 09:13:19,937 - mmaction - INFO - Epoch [201][1640/1879] lr: 1.135e-02, eta: 1 day, 0:45:42, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7930, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.6856 2021-07-17 09:13:36,558 - mmaction - INFO - Epoch [201][1660/1879] lr: 1.135e-02, eta: 1 day, 0:45:23, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7816, loss_cls: 1.8120, loss: 1.8120, grad_norm: 4.6344 2021-07-17 09:13:53,318 - mmaction - INFO - Epoch [201][1680/1879] lr: 1.135e-02, eta: 1 day, 0:45:05, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5715, top5_acc: 0.7797, loss_cls: 1.8526, loss: 1.8526, grad_norm: 4.7221 2021-07-17 09:14:09,835 - mmaction - INFO - Epoch [201][1700/1879] lr: 1.135e-02, eta: 1 day, 0:44:46, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7875, loss_cls: 1.8536, loss: 1.8536, grad_norm: 4.7446 2021-07-17 09:14:26,709 - mmaction - INFO - Epoch [201][1720/1879] lr: 1.135e-02, eta: 1 day, 0:44:28, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7770, loss_cls: 1.8502, loss: 1.8502, grad_norm: 4.6127 2021-07-17 09:14:43,417 - mmaction - INFO - Epoch [201][1740/1879] lr: 1.135e-02, eta: 1 day, 0:44:10, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5785, top5_acc: 0.7840, loss_cls: 1.8582, loss: 1.8582, grad_norm: 4.6553 2021-07-17 09:15:00,112 - mmaction - INFO - Epoch [201][1760/1879] lr: 1.135e-02, eta: 1 day, 0:43:52, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7965, loss_cls: 1.7607, loss: 1.7607, grad_norm: 4.6289 2021-07-17 09:15:16,841 - mmaction - INFO - Epoch [201][1780/1879] lr: 1.135e-02, eta: 1 day, 0:43:33, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5930, top5_acc: 0.7992, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.6428 2021-07-17 09:15:33,378 - mmaction - INFO - Epoch [201][1800/1879] lr: 1.135e-02, eta: 1 day, 0:43:15, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5922, top5_acc: 0.7832, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.5251 2021-07-17 09:15:50,207 - mmaction - INFO - Epoch [201][1820/1879] lr: 1.135e-02, eta: 1 day, 0:42:57, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5590, top5_acc: 0.7805, loss_cls: 1.8769, loss: 1.8769, grad_norm: 4.7632 2021-07-17 09:16:06,933 - mmaction - INFO - Epoch [201][1840/1879] lr: 1.135e-02, eta: 1 day, 0:42:38, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7879, loss_cls: 1.8318, loss: 1.8318, grad_norm: 4.7306 2021-07-17 09:16:23,928 - mmaction - INFO - Epoch [201][1860/1879] lr: 1.135e-02, eta: 1 day, 0:42:21, time: 0.846, data_time: 0.002, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7883, loss_cls: 1.8457, loss: 1.8457, grad_norm: 4.7587 2021-07-17 09:16:48,227 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 09:16:48,230 - mmaction - INFO - 106 BN found 2021-07-17 09:21:25,394 - mmaction - INFO - BN stats updated 2021-07-17 09:23:27,519 - mmaction - INFO - Epoch [202][20/1879] lr: 1.096e-02, eta: 1 day, 0:44:57, time: 6.002, data_time: 5.049, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7793, loss_cls: 1.8593, loss: 1.8593, grad_norm: 4.6648 2021-07-17 09:23:43,574 - mmaction - INFO - Epoch [202][40/1879] lr: 1.096e-02, eta: 1 day, 0:44:37, time: 0.805, data_time: 0.003, memory: 6455, top1_acc: 0.5902, top5_acc: 0.8020, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.5220 2021-07-17 09:23:59,824 - mmaction - INFO - Epoch [202][60/1879] lr: 1.096e-02, eta: 1 day, 0:44:18, time: 0.812, data_time: 0.001, memory: 6455, top1_acc: 0.5961, top5_acc: 0.7996, loss_cls: 1.7243, loss: 1.7243, grad_norm: 4.5966 2021-07-17 09:24:16,405 - mmaction - INFO - Epoch [202][80/1879] lr: 1.096e-02, eta: 1 day, 0:43:59, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8039, loss_cls: 1.7087, loss: 1.7087, grad_norm: 4.6264 2021-07-17 09:24:33,028 - mmaction - INFO - Epoch [202][100/1879] lr: 1.096e-02, eta: 1 day, 0:43:41, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5848, top5_acc: 0.7914, loss_cls: 1.7896, loss: 1.7896, grad_norm: 4.7761 2021-07-17 09:24:49,696 - mmaction - INFO - Epoch [202][120/1879] lr: 1.096e-02, eta: 1 day, 0:43:22, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7887, loss_cls: 1.8358, loss: 1.8358, grad_norm: 4.7623 2021-07-17 09:25:06,236 - mmaction - INFO - Epoch [202][140/1879] lr: 1.096e-02, eta: 1 day, 0:43:03, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7988, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.6615 2021-07-17 09:25:22,814 - mmaction - INFO - Epoch [202][160/1879] lr: 1.096e-02, eta: 1 day, 0:42:45, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5949, top5_acc: 0.7957, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.5763 2021-07-17 09:25:39,400 - mmaction - INFO - Epoch [202][180/1879] lr: 1.096e-02, eta: 1 day, 0:42:26, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8012, loss_cls: 1.7563, loss: 1.7563, grad_norm: 4.7587 2021-07-17 09:25:55,990 - mmaction - INFO - Epoch [202][200/1879] lr: 1.096e-02, eta: 1 day, 0:42:07, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7828, loss_cls: 1.8573, loss: 1.8573, grad_norm: 4.8447 2021-07-17 09:26:12,835 - mmaction - INFO - Epoch [202][220/1879] lr: 1.096e-02, eta: 1 day, 0:41:49, time: 0.843, data_time: 0.007, memory: 6455, top1_acc: 0.5820, top5_acc: 0.7887, loss_cls: 1.8025, loss: 1.8025, grad_norm: 4.7320 2021-07-17 09:26:29,438 - mmaction - INFO - Epoch [202][240/1879] lr: 1.096e-02, eta: 1 day, 0:41:30, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7859, loss_cls: 1.8200, loss: 1.8200, grad_norm: 4.7197 2021-07-17 09:26:46,005 - mmaction - INFO - Epoch [202][260/1879] lr: 1.096e-02, eta: 1 day, 0:41:12, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7820, loss_cls: 1.8762, loss: 1.8762, grad_norm: 4.6925 2021-07-17 09:27:02,727 - mmaction - INFO - Epoch [202][280/1879] lr: 1.096e-02, eta: 1 day, 0:40:53, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8004, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.5881 2021-07-17 09:27:19,585 - mmaction - INFO - Epoch [202][300/1879] lr: 1.096e-02, eta: 1 day, 0:40:35, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7996, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.5246 2021-07-17 09:27:36,293 - mmaction - INFO - Epoch [202][320/1879] lr: 1.096e-02, eta: 1 day, 0:40:17, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8004, loss_cls: 1.7276, loss: 1.7276, grad_norm: 4.5600 2021-07-17 09:27:53,105 - mmaction - INFO - Epoch [202][340/1879] lr: 1.096e-02, eta: 1 day, 0:39:59, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.6653 2021-07-17 09:28:09,944 - mmaction - INFO - Epoch [202][360/1879] lr: 1.096e-02, eta: 1 day, 0:39:41, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5895, top5_acc: 0.8012, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.6323 2021-07-17 09:28:26,774 - mmaction - INFO - Epoch [202][380/1879] lr: 1.096e-02, eta: 1 day, 0:39:22, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7871, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.6011 2021-07-17 09:28:43,674 - mmaction - INFO - Epoch [202][400/1879] lr: 1.096e-02, eta: 1 day, 0:39:04, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7930, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.7678 2021-07-17 09:29:00,511 - mmaction - INFO - Epoch [202][420/1879] lr: 1.096e-02, eta: 1 day, 0:38:46, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7965, loss_cls: 1.7979, loss: 1.7979, grad_norm: 4.7090 2021-07-17 09:29:17,378 - mmaction - INFO - Epoch [202][440/1879] lr: 1.096e-02, eta: 1 day, 0:38:28, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7898, loss_cls: 1.8233, loss: 1.8233, grad_norm: 4.7425 2021-07-17 09:29:34,066 - mmaction - INFO - Epoch [202][460/1879] lr: 1.096e-02, eta: 1 day, 0:38:10, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8105, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.6630 2021-07-17 09:29:50,845 - mmaction - INFO - Epoch [202][480/1879] lr: 1.096e-02, eta: 1 day, 0:37:52, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7867, loss_cls: 1.7761, loss: 1.7761, grad_norm: 4.6541 2021-07-17 09:30:07,440 - mmaction - INFO - Epoch [202][500/1879] lr: 1.096e-02, eta: 1 day, 0:37:33, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7980, loss_cls: 1.7768, loss: 1.7768, grad_norm: 4.8220 2021-07-17 09:30:24,140 - mmaction - INFO - Epoch [202][520/1879] lr: 1.096e-02, eta: 1 day, 0:37:15, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7973, loss_cls: 1.7761, loss: 1.7761, grad_norm: 4.6713 2021-07-17 09:30:40,917 - mmaction - INFO - Epoch [202][540/1879] lr: 1.096e-02, eta: 1 day, 0:36:56, time: 0.837, data_time: 0.008, memory: 6455, top1_acc: 0.5895, top5_acc: 0.8012, loss_cls: 1.7645, loss: 1.7645, grad_norm: 4.7489 2021-07-17 09:30:57,659 - mmaction - INFO - Epoch [202][560/1879] lr: 1.096e-02, eta: 1 day, 0:36:38, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5902, top5_acc: 0.7945, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.7193 2021-07-17 09:31:14,499 - mmaction - INFO - Epoch [202][580/1879] lr: 1.096e-02, eta: 1 day, 0:36:20, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7965, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.6894 2021-07-17 09:31:31,076 - mmaction - INFO - Epoch [202][600/1879] lr: 1.096e-02, eta: 1 day, 0:36:01, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5914, top5_acc: 0.7898, loss_cls: 1.8178, loss: 1.8178, grad_norm: 4.6950 2021-07-17 09:31:47,807 - mmaction - INFO - Epoch [202][620/1879] lr: 1.096e-02, eta: 1 day, 0:35:43, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5887, top5_acc: 0.7906, loss_cls: 1.7799, loss: 1.7799, grad_norm: 4.8641 2021-07-17 09:32:04,698 - mmaction - INFO - Epoch [202][640/1879] lr: 1.096e-02, eta: 1 day, 0:35:25, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.5922, top5_acc: 0.7871, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.6643 2021-07-17 09:32:21,418 - mmaction - INFO - Epoch [202][660/1879] lr: 1.096e-02, eta: 1 day, 0:35:07, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5926, top5_acc: 0.7953, loss_cls: 1.7322, loss: 1.7322, grad_norm: 4.7111 2021-07-17 09:32:38,319 - mmaction - INFO - Epoch [202][680/1879] lr: 1.096e-02, eta: 1 day, 0:34:49, time: 0.845, data_time: 0.002, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7934, loss_cls: 1.7993, loss: 1.7993, grad_norm: 4.6702 2021-07-17 09:32:54,995 - mmaction - INFO - Epoch [202][700/1879] lr: 1.096e-02, eta: 1 day, 0:34:30, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7887, loss_cls: 1.8030, loss: 1.8030, grad_norm: 4.7364 2021-07-17 09:33:11,654 - mmaction - INFO - Epoch [202][720/1879] lr: 1.096e-02, eta: 1 day, 0:34:12, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7914, loss_cls: 1.8213, loss: 1.8213, grad_norm: 4.7969 2021-07-17 09:33:28,377 - mmaction - INFO - Epoch [202][740/1879] lr: 1.096e-02, eta: 1 day, 0:33:53, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5723, top5_acc: 0.7883, loss_cls: 1.8545, loss: 1.8545, grad_norm: 4.8169 2021-07-17 09:33:45,209 - mmaction - INFO - Epoch [202][760/1879] lr: 1.096e-02, eta: 1 day, 0:33:35, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.5828, top5_acc: 0.8020, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.6580 2021-07-17 09:34:01,960 - mmaction - INFO - Epoch [202][780/1879] lr: 1.096e-02, eta: 1 day, 0:33:17, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7836, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.7142 2021-07-17 09:34:18,732 - mmaction - INFO - Epoch [202][800/1879] lr: 1.096e-02, eta: 1 day, 0:32:59, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7977, loss_cls: 1.7604, loss: 1.7604, grad_norm: 4.7135 2021-07-17 09:34:35,652 - mmaction - INFO - Epoch [202][820/1879] lr: 1.096e-02, eta: 1 day, 0:32:41, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7965, loss_cls: 1.7735, loss: 1.7735, grad_norm: 4.6724 2021-07-17 09:34:52,402 - mmaction - INFO - Epoch [202][840/1879] lr: 1.096e-02, eta: 1 day, 0:32:22, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7871, loss_cls: 1.8073, loss: 1.8073, grad_norm: 4.7195 2021-07-17 09:35:09,214 - mmaction - INFO - Epoch [202][860/1879] lr: 1.096e-02, eta: 1 day, 0:32:04, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5836, top5_acc: 0.8004, loss_cls: 1.7579, loss: 1.7579, grad_norm: 4.7470 2021-07-17 09:35:25,800 - mmaction - INFO - Epoch [202][880/1879] lr: 1.096e-02, eta: 1 day, 0:31:46, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7820, loss_cls: 1.8248, loss: 1.8248, grad_norm: 4.7295 2021-07-17 09:35:42,598 - mmaction - INFO - Epoch [202][900/1879] lr: 1.096e-02, eta: 1 day, 0:31:28, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5934, top5_acc: 0.7941, loss_cls: 1.7850, loss: 1.7850, grad_norm: 4.7114 2021-07-17 09:35:59,433 - mmaction - INFO - Epoch [202][920/1879] lr: 1.096e-02, eta: 1 day, 0:31:09, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5871, top5_acc: 0.8055, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.6478 2021-07-17 09:36:16,120 - mmaction - INFO - Epoch [202][940/1879] lr: 1.096e-02, eta: 1 day, 0:30:51, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7957, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.8212 2021-07-17 09:36:32,802 - mmaction - INFO - Epoch [202][960/1879] lr: 1.096e-02, eta: 1 day, 0:30:33, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7961, loss_cls: 1.8015, loss: 1.8015, grad_norm: 4.6418 2021-07-17 09:36:49,709 - mmaction - INFO - Epoch [202][980/1879] lr: 1.096e-02, eta: 1 day, 0:30:15, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7926, loss_cls: 1.8213, loss: 1.8213, grad_norm: 4.6230 2021-07-17 09:37:06,491 - mmaction - INFO - Epoch [202][1000/1879] lr: 1.096e-02, eta: 1 day, 0:29:56, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7945, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.6736 2021-07-17 09:37:23,175 - mmaction - INFO - Epoch [202][1020/1879] lr: 1.096e-02, eta: 1 day, 0:29:38, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7844, loss_cls: 1.7928, loss: 1.7928, grad_norm: 4.6832 2021-07-17 09:37:40,108 - mmaction - INFO - Epoch [202][1040/1879] lr: 1.096e-02, eta: 1 day, 0:29:20, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5641, top5_acc: 0.7953, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.7980 2021-07-17 09:37:56,745 - mmaction - INFO - Epoch [202][1060/1879] lr: 1.096e-02, eta: 1 day, 0:29:02, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5617, top5_acc: 0.7836, loss_cls: 1.8438, loss: 1.8438, grad_norm: 4.8196 2021-07-17 09:38:13,615 - mmaction - INFO - Epoch [202][1080/1879] lr: 1.096e-02, eta: 1 day, 0:28:44, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7957, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.7183 2021-07-17 09:38:30,261 - mmaction - INFO - Epoch [202][1100/1879] lr: 1.096e-02, eta: 1 day, 0:28:25, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7922, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.5804 2021-07-17 09:38:46,718 - mmaction - INFO - Epoch [202][1120/1879] lr: 1.096e-02, eta: 1 day, 0:28:06, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7797, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.8217 2021-07-17 09:39:03,550 - mmaction - INFO - Epoch [202][1140/1879] lr: 1.096e-02, eta: 1 day, 0:27:48, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5652, top5_acc: 0.7859, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.7946 2021-07-17 09:39:20,304 - mmaction - INFO - Epoch [202][1160/1879] lr: 1.096e-02, eta: 1 day, 0:27:30, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7988, loss_cls: 1.7849, loss: 1.7849, grad_norm: 4.7939 2021-07-17 09:39:37,037 - mmaction - INFO - Epoch [202][1180/1879] lr: 1.096e-02, eta: 1 day, 0:27:12, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5668, top5_acc: 0.7777, loss_cls: 1.8864, loss: 1.8864, grad_norm: 4.8430 2021-07-17 09:39:53,811 - mmaction - INFO - Epoch [202][1200/1879] lr: 1.096e-02, eta: 1 day, 0:26:53, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5988, top5_acc: 0.7949, loss_cls: 1.7859, loss: 1.7859, grad_norm: 4.6673 2021-07-17 09:40:10,510 - mmaction - INFO - Epoch [202][1220/1879] lr: 1.096e-02, eta: 1 day, 0:26:35, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8274, loss: 1.8274, grad_norm: 4.7676 2021-07-17 09:40:27,262 - mmaction - INFO - Epoch [202][1240/1879] lr: 1.096e-02, eta: 1 day, 0:26:17, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5914, top5_acc: 0.7934, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.6191 2021-07-17 09:40:44,055 - mmaction - INFO - Epoch [202][1260/1879] lr: 1.096e-02, eta: 1 day, 0:25:59, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.7951, loss: 1.7951, grad_norm: 4.7211 2021-07-17 09:41:00,776 - mmaction - INFO - Epoch [202][1280/1879] lr: 1.096e-02, eta: 1 day, 0:25:40, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7875, loss_cls: 1.8240, loss: 1.8240, grad_norm: 4.7490 2021-07-17 09:41:17,807 - mmaction - INFO - Epoch [202][1300/1879] lr: 1.096e-02, eta: 1 day, 0:25:23, time: 0.852, data_time: 0.007, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.7213 2021-07-17 09:41:34,547 - mmaction - INFO - Epoch [202][1320/1879] lr: 1.096e-02, eta: 1 day, 0:25:04, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5867, top5_acc: 0.7891, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.7417 2021-07-17 09:41:51,470 - mmaction - INFO - Epoch [202][1340/1879] lr: 1.096e-02, eta: 1 day, 0:24:46, time: 0.844, data_time: 0.007, memory: 6455, top1_acc: 0.5820, top5_acc: 0.7891, loss_cls: 1.7987, loss: 1.7987, grad_norm: 4.7127 2021-07-17 09:42:08,172 - mmaction - INFO - Epoch [202][1360/1879] lr: 1.096e-02, eta: 1 day, 0:24:28, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5918, top5_acc: 0.7969, loss_cls: 1.7594, loss: 1.7594, grad_norm: 4.5464 2021-07-17 09:42:24,753 - mmaction - INFO - Epoch [202][1380/1879] lr: 1.096e-02, eta: 1 day, 0:24:09, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.6057 2021-07-17 09:42:41,292 - mmaction - INFO - Epoch [202][1400/1879] lr: 1.096e-02, eta: 1 day, 0:23:51, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7863, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.7600 2021-07-17 09:42:57,943 - mmaction - INFO - Epoch [202][1420/1879] lr: 1.096e-02, eta: 1 day, 0:23:32, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5820, top5_acc: 0.8055, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.7362 2021-07-17 09:43:14,792 - mmaction - INFO - Epoch [202][1440/1879] lr: 1.096e-02, eta: 1 day, 0:23:14, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.8165, loss: 1.8165, grad_norm: 4.7586 2021-07-17 09:43:31,612 - mmaction - INFO - Epoch [202][1460/1879] lr: 1.096e-02, eta: 1 day, 0:22:56, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7793, loss_cls: 1.8387, loss: 1.8387, grad_norm: 4.6981 2021-07-17 09:43:48,311 - mmaction - INFO - Epoch [202][1480/1879] lr: 1.096e-02, eta: 1 day, 0:22:38, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5816, top5_acc: 0.8020, loss_cls: 1.7344, loss: 1.7344, grad_norm: 4.7032 2021-07-17 09:44:05,183 - mmaction - INFO - Epoch [202][1500/1879] lr: 1.096e-02, eta: 1 day, 0:22:20, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8042, loss: 1.8042, grad_norm: 4.7601 2021-07-17 09:44:21,765 - mmaction - INFO - Epoch [202][1520/1879] lr: 1.096e-02, eta: 1 day, 0:22:01, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8232, loss: 1.8232, grad_norm: 4.7354 2021-07-17 09:44:38,611 - mmaction - INFO - Epoch [202][1540/1879] lr: 1.096e-02, eta: 1 day, 0:21:43, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5762, top5_acc: 0.7902, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.6735 2021-07-17 09:44:55,295 - mmaction - INFO - Epoch [202][1560/1879] lr: 1.096e-02, eta: 1 day, 0:21:25, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.8329, loss: 1.8329, grad_norm: 4.8768 2021-07-17 09:45:12,060 - mmaction - INFO - Epoch [202][1580/1879] lr: 1.096e-02, eta: 1 day, 0:21:07, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.6427 2021-07-17 09:45:29,045 - mmaction - INFO - Epoch [202][1600/1879] lr: 1.096e-02, eta: 1 day, 0:20:49, time: 0.849, data_time: 0.005, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7906, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.7224 2021-07-17 09:45:46,126 - mmaction - INFO - Epoch [202][1620/1879] lr: 1.096e-02, eta: 1 day, 0:20:31, time: 0.854, data_time: 0.002, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7757, loss: 1.7757, grad_norm: 4.6842 2021-07-17 09:46:03,228 - mmaction - INFO - Epoch [202][1640/1879] lr: 1.096e-02, eta: 1 day, 0:20:14, time: 0.856, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.7945, loss_cls: 1.7818, loss: 1.7818, grad_norm: 4.7007 2021-07-17 09:46:20,303 - mmaction - INFO - Epoch [202][1660/1879] lr: 1.096e-02, eta: 1 day, 0:19:56, time: 0.853, data_time: 0.001, memory: 6455, top1_acc: 0.5707, top5_acc: 0.7910, loss_cls: 1.8047, loss: 1.8047, grad_norm: 4.7952 2021-07-17 09:46:36,926 - mmaction - INFO - Epoch [202][1680/1879] lr: 1.096e-02, eta: 1 day, 0:19:38, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7805, loss_cls: 1.8595, loss: 1.8595, grad_norm: 4.7989 2021-07-17 09:46:53,734 - mmaction - INFO - Epoch [202][1700/1879] lr: 1.096e-02, eta: 1 day, 0:19:20, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7711, loss_cls: 1.8894, loss: 1.8894, grad_norm: 4.7691 2021-07-17 09:47:10,451 - mmaction - INFO - Epoch [202][1720/1879] lr: 1.096e-02, eta: 1 day, 0:19:02, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7836, loss_cls: 1.8339, loss: 1.8339, grad_norm: 4.6344 2021-07-17 09:47:27,263 - mmaction - INFO - Epoch [202][1740/1879] lr: 1.096e-02, eta: 1 day, 0:18:43, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8205, loss: 1.8205, grad_norm: 4.6927 2021-07-17 09:47:43,961 - mmaction - INFO - Epoch [202][1760/1879] lr: 1.096e-02, eta: 1 day, 0:18:25, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5949, top5_acc: 0.7977, loss_cls: 1.7595, loss: 1.7595, grad_norm: 4.6654 2021-07-17 09:48:00,587 - mmaction - INFO - Epoch [202][1780/1879] lr: 1.096e-02, eta: 1 day, 0:18:07, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7973, loss_cls: 1.7829, loss: 1.7829, grad_norm: 4.5911 2021-07-17 09:48:17,503 - mmaction - INFO - Epoch [202][1800/1879] lr: 1.096e-02, eta: 1 day, 0:17:49, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7738, loss_cls: 1.8630, loss: 1.8630, grad_norm: 4.7380 2021-07-17 09:48:34,189 - mmaction - INFO - Epoch [202][1820/1879] lr: 1.096e-02, eta: 1 day, 0:17:30, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8035, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.6943 2021-07-17 09:48:50,743 - mmaction - INFO - Epoch [202][1840/1879] lr: 1.096e-02, eta: 1 day, 0:17:12, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7918, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.7224 2021-07-17 09:49:07,429 - mmaction - INFO - Epoch [202][1860/1879] lr: 1.096e-02, eta: 1 day, 0:16:53, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7875, loss_cls: 1.8424, loss: 1.8424, grad_norm: 4.7135 2021-07-17 09:49:34,165 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 09:49:34,172 - mmaction - INFO - 106 BN found 2021-07-17 09:54:12,025 - mmaction - INFO - BN stats updated 2021-07-17 09:55:15,925 - mmaction - INFO - Epoch [203][20/1879] lr: 1.058e-02, eta: 1 day, 0:17:18, time: 3.092, data_time: 2.238, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.5702 2021-07-17 09:55:32,114 - mmaction - INFO - Epoch [203][40/1879] lr: 1.058e-02, eta: 1 day, 0:16:59, time: 0.809, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.7207 2021-07-17 09:55:48,638 - mmaction - INFO - Epoch [203][60/1879] lr: 1.058e-02, eta: 1 day, 0:16:40, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7961, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.7204 2021-07-17 09:56:05,114 - mmaction - INFO - Epoch [203][80/1879] lr: 1.058e-02, eta: 1 day, 0:16:21, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.5887, top5_acc: 0.8059, loss_cls: 1.7433, loss: 1.7433, grad_norm: 4.6902 2021-07-17 09:56:21,645 - mmaction - INFO - Epoch [203][100/1879] lr: 1.058e-02, eta: 1 day, 0:16:03, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7883, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.7347 2021-07-17 09:56:38,135 - mmaction - INFO - Epoch [203][120/1879] lr: 1.058e-02, eta: 1 day, 0:15:44, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7953, loss_cls: 1.7987, loss: 1.7987, grad_norm: 4.7248 2021-07-17 09:56:54,933 - mmaction - INFO - Epoch [203][140/1879] lr: 1.058e-02, eta: 1 day, 0:15:26, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7910, loss_cls: 1.7954, loss: 1.7954, grad_norm: 4.8074 2021-07-17 09:57:11,767 - mmaction - INFO - Epoch [203][160/1879] lr: 1.058e-02, eta: 1 day, 0:15:08, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5949, top5_acc: 0.7937, loss_cls: 1.7865, loss: 1.7865, grad_norm: 4.6858 2021-07-17 09:57:28,429 - mmaction - INFO - Epoch [203][180/1879] lr: 1.058e-02, eta: 1 day, 0:14:49, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5957, top5_acc: 0.8004, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.6716 2021-07-17 09:57:45,130 - mmaction - INFO - Epoch [203][200/1879] lr: 1.058e-02, eta: 1 day, 0:14:31, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7973, loss_cls: 1.8071, loss: 1.8071, grad_norm: 4.7350 2021-07-17 09:58:01,973 - mmaction - INFO - Epoch [203][220/1879] lr: 1.058e-02, eta: 1 day, 0:14:13, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.6251 2021-07-17 09:58:18,826 - mmaction - INFO - Epoch [203][240/1879] lr: 1.058e-02, eta: 1 day, 0:13:55, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8008, loss_cls: 1.7345, loss: 1.7345, grad_norm: 4.7219 2021-07-17 09:58:35,425 - mmaction - INFO - Epoch [203][260/1879] lr: 1.058e-02, eta: 1 day, 0:13:36, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5867, top5_acc: 0.7965, loss_cls: 1.7524, loss: 1.7524, grad_norm: 4.6252 2021-07-17 09:58:52,213 - mmaction - INFO - Epoch [203][280/1879] lr: 1.058e-02, eta: 1 day, 0:13:18, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5949, top5_acc: 0.7980, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.7582 2021-07-17 09:59:08,988 - mmaction - INFO - Epoch [203][300/1879] lr: 1.058e-02, eta: 1 day, 0:13:00, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7926, loss_cls: 1.8296, loss: 1.8296, grad_norm: 4.7984 2021-07-17 09:59:25,694 - mmaction - INFO - Epoch [203][320/1879] lr: 1.058e-02, eta: 1 day, 0:12:42, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7973, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.7354 2021-07-17 09:59:42,453 - mmaction - INFO - Epoch [203][340/1879] lr: 1.058e-02, eta: 1 day, 0:12:23, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5637, top5_acc: 0.7695, loss_cls: 1.8907, loss: 1.8907, grad_norm: 4.8339 2021-07-17 09:59:59,240 - mmaction - INFO - Epoch [203][360/1879] lr: 1.058e-02, eta: 1 day, 0:12:05, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7583, loss: 1.7583, grad_norm: 4.6390 2021-07-17 10:00:15,933 - mmaction - INFO - Epoch [203][380/1879] lr: 1.058e-02, eta: 1 day, 0:11:47, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.7830, loss: 1.7830, grad_norm: 4.6839 2021-07-17 10:00:32,558 - mmaction - INFO - Epoch [203][400/1879] lr: 1.058e-02, eta: 1 day, 0:11:28, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6020, top5_acc: 0.7977, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.6652 2021-07-17 10:00:49,292 - mmaction - INFO - Epoch [203][420/1879] lr: 1.058e-02, eta: 1 day, 0:11:10, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5777, top5_acc: 0.7898, loss_cls: 1.8106, loss: 1.8106, grad_norm: 4.8465 2021-07-17 10:01:06,023 - mmaction - INFO - Epoch [203][440/1879] lr: 1.058e-02, eta: 1 day, 0:10:52, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5871, top5_acc: 0.7945, loss_cls: 1.8004, loss: 1.8004, grad_norm: 4.7603 2021-07-17 10:01:22,689 - mmaction - INFO - Epoch [203][460/1879] lr: 1.058e-02, eta: 1 day, 0:10:34, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7957, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.6539 2021-07-17 10:01:39,539 - mmaction - INFO - Epoch [203][480/1879] lr: 1.058e-02, eta: 1 day, 0:10:16, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7941, loss_cls: 1.8020, loss: 1.8020, grad_norm: 4.6652 2021-07-17 10:01:56,259 - mmaction - INFO - Epoch [203][500/1879] lr: 1.058e-02, eta: 1 day, 0:09:57, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5895, top5_acc: 0.8020, loss_cls: 1.7546, loss: 1.7546, grad_norm: 4.6780 2021-07-17 10:02:13,066 - mmaction - INFO - Epoch [203][520/1879] lr: 1.058e-02, eta: 1 day, 0:09:39, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7934, loss_cls: 1.7678, loss: 1.7678, grad_norm: 4.7571 2021-07-17 10:02:29,783 - mmaction - INFO - Epoch [203][540/1879] lr: 1.058e-02, eta: 1 day, 0:09:21, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6008, top5_acc: 0.7969, loss_cls: 1.7267, loss: 1.7267, grad_norm: 4.7046 2021-07-17 10:02:46,521 - mmaction - INFO - Epoch [203][560/1879] lr: 1.058e-02, eta: 1 day, 0:09:03, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7883, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.7194 2021-07-17 10:03:03,224 - mmaction - INFO - Epoch [203][580/1879] lr: 1.058e-02, eta: 1 day, 0:08:44, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.7213 2021-07-17 10:03:19,948 - mmaction - INFO - Epoch [203][600/1879] lr: 1.058e-02, eta: 1 day, 0:08:26, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5770, top5_acc: 0.7895, loss_cls: 1.7954, loss: 1.7954, grad_norm: 4.7981 2021-07-17 10:03:36,816 - mmaction - INFO - Epoch [203][620/1879] lr: 1.058e-02, eta: 1 day, 0:08:08, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7883, loss_cls: 1.8014, loss: 1.8014, grad_norm: 4.6807 2021-07-17 10:03:53,484 - mmaction - INFO - Epoch [203][640/1879] lr: 1.058e-02, eta: 1 day, 0:07:50, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5992, top5_acc: 0.7988, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.6561 2021-07-17 10:04:10,194 - mmaction - INFO - Epoch [203][660/1879] lr: 1.058e-02, eta: 1 day, 0:07:31, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7988, loss_cls: 1.7321, loss: 1.7321, grad_norm: 4.5819 2021-07-17 10:04:26,972 - mmaction - INFO - Epoch [203][680/1879] lr: 1.058e-02, eta: 1 day, 0:07:13, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5926, top5_acc: 0.7992, loss_cls: 1.7783, loss: 1.7783, grad_norm: 4.7028 2021-07-17 10:04:43,824 - mmaction - INFO - Epoch [203][700/1879] lr: 1.058e-02, eta: 1 day, 0:06:55, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5824, top5_acc: 0.7895, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.8218 2021-07-17 10:05:00,672 - mmaction - INFO - Epoch [203][720/1879] lr: 1.058e-02, eta: 1 day, 0:06:37, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8105, loss_cls: 1.7103, loss: 1.7103, grad_norm: 4.7634 2021-07-17 10:05:17,390 - mmaction - INFO - Epoch [203][740/1879] lr: 1.058e-02, eta: 1 day, 0:06:19, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7918, loss_cls: 1.7877, loss: 1.7877, grad_norm: 4.7325 2021-07-17 10:05:34,183 - mmaction - INFO - Epoch [203][760/1879] lr: 1.058e-02, eta: 1 day, 0:06:01, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7977, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.6641 2021-07-17 10:05:50,910 - mmaction - INFO - Epoch [203][780/1879] lr: 1.058e-02, eta: 1 day, 0:05:43, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.6941 2021-07-17 10:06:07,640 - mmaction - INFO - Epoch [203][800/1879] lr: 1.058e-02, eta: 1 day, 0:05:24, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7953, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.8352 2021-07-17 10:06:24,358 - mmaction - INFO - Epoch [203][820/1879] lr: 1.058e-02, eta: 1 day, 0:05:06, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8105, loss_cls: 1.7292, loss: 1.7292, grad_norm: 4.7510 2021-07-17 10:06:41,210 - mmaction - INFO - Epoch [203][840/1879] lr: 1.058e-02, eta: 1 day, 0:04:48, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5898, top5_acc: 0.8098, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.7633 2021-07-17 10:06:57,945 - mmaction - INFO - Epoch [203][860/1879] lr: 1.058e-02, eta: 1 day, 0:04:30, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7988, loss_cls: 1.7556, loss: 1.7556, grad_norm: 4.7554 2021-07-17 10:07:14,450 - mmaction - INFO - Epoch [203][880/1879] lr: 1.058e-02, eta: 1 day, 0:04:11, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5598, top5_acc: 0.7766, loss_cls: 1.8793, loss: 1.8793, grad_norm: 4.8783 2021-07-17 10:07:31,107 - mmaction - INFO - Epoch [203][900/1879] lr: 1.058e-02, eta: 1 day, 0:03:53, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7918, loss_cls: 1.7819, loss: 1.7819, grad_norm: 4.7199 2021-07-17 10:07:47,890 - mmaction - INFO - Epoch [203][920/1879] lr: 1.058e-02, eta: 1 day, 0:03:35, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8020, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.6248 2021-07-17 10:08:04,678 - mmaction - INFO - Epoch [203][940/1879] lr: 1.058e-02, eta: 1 day, 0:03:17, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5746, top5_acc: 0.7809, loss_cls: 1.8335, loss: 1.8335, grad_norm: 4.7644 2021-07-17 10:08:21,564 - mmaction - INFO - Epoch [203][960/1879] lr: 1.058e-02, eta: 1 day, 0:02:59, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5926, top5_acc: 0.7949, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.7938 2021-07-17 10:08:38,432 - mmaction - INFO - Epoch [203][980/1879] lr: 1.058e-02, eta: 1 day, 0:02:41, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7895, loss_cls: 1.7896, loss: 1.7896, grad_norm: 4.7763 2021-07-17 10:08:55,092 - mmaction - INFO - Epoch [203][1000/1879] lr: 1.058e-02, eta: 1 day, 0:02:22, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7902, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.7999 2021-07-17 10:09:11,927 - mmaction - INFO - Epoch [203][1020/1879] lr: 1.058e-02, eta: 1 day, 0:02:04, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5871, top5_acc: 0.7941, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.8342 2021-07-17 10:09:28,764 - mmaction - INFO - Epoch [203][1040/1879] lr: 1.058e-02, eta: 1 day, 0:01:46, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7922, loss_cls: 1.7782, loss: 1.7782, grad_norm: 4.7922 2021-07-17 10:09:45,472 - mmaction - INFO - Epoch [203][1060/1879] lr: 1.058e-02, eta: 1 day, 0:01:28, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5621, top5_acc: 0.7891, loss_cls: 1.8431, loss: 1.8431, grad_norm: 4.9557 2021-07-17 10:10:02,329 - mmaction - INFO - Epoch [203][1080/1879] lr: 1.058e-02, eta: 1 day, 0:01:10, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7914, loss_cls: 1.8007, loss: 1.8007, grad_norm: 4.7155 2021-07-17 10:10:19,050 - mmaction - INFO - Epoch [203][1100/1879] lr: 1.058e-02, eta: 1 day, 0:00:52, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7949, loss_cls: 1.7845, loss: 1.7845, grad_norm: 4.7844 2021-07-17 10:10:35,947 - mmaction - INFO - Epoch [203][1120/1879] lr: 1.058e-02, eta: 1 day, 0:00:34, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8027, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.7409 2021-07-17 10:10:52,691 - mmaction - INFO - Epoch [203][1140/1879] lr: 1.058e-02, eta: 1 day, 0:00:16, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.8888 2021-07-17 10:11:09,499 - mmaction - INFO - Epoch [203][1160/1879] lr: 1.058e-02, eta: 23:59:58, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7953, loss_cls: 1.7764, loss: 1.7764, grad_norm: 4.8336 2021-07-17 10:11:26,305 - mmaction - INFO - Epoch [203][1180/1879] lr: 1.058e-02, eta: 23:59:40, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5914, top5_acc: 0.8000, loss_cls: 1.7473, loss: 1.7473, grad_norm: 4.6843 2021-07-17 10:11:43,155 - mmaction - INFO - Epoch [203][1200/1879] lr: 1.058e-02, eta: 23:59:22, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.8149, loss: 1.8149, grad_norm: 4.7183 2021-07-17 10:11:59,946 - mmaction - INFO - Epoch [203][1220/1879] lr: 1.058e-02, eta: 23:59:03, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7988, loss_cls: 1.8086, loss: 1.8086, grad_norm: 4.8524 2021-07-17 10:12:16,677 - mmaction - INFO - Epoch [203][1240/1879] lr: 1.058e-02, eta: 23:58:45, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5687, top5_acc: 0.7766, loss_cls: 1.8449, loss: 1.8449, grad_norm: 4.8246 2021-07-17 10:12:33,443 - mmaction - INFO - Epoch [203][1260/1879] lr: 1.058e-02, eta: 23:58:27, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5727, top5_acc: 0.7871, loss_cls: 1.8199, loss: 1.8199, grad_norm: 4.8072 2021-07-17 10:12:50,185 - mmaction - INFO - Epoch [203][1280/1879] lr: 1.058e-02, eta: 23:58:09, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7883, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.8591 2021-07-17 10:13:06,923 - mmaction - INFO - Epoch [203][1300/1879] lr: 1.058e-02, eta: 23:57:51, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5934, top5_acc: 0.7895, loss_cls: 1.7649, loss: 1.7649, grad_norm: 4.6537 2021-07-17 10:13:23,516 - mmaction - INFO - Epoch [203][1320/1879] lr: 1.058e-02, eta: 23:57:32, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5871, top5_acc: 0.7906, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.7303 2021-07-17 10:13:40,226 - mmaction - INFO - Epoch [203][1340/1879] lr: 1.058e-02, eta: 23:57:14, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5543, top5_acc: 0.7824, loss_cls: 1.9013, loss: 1.9013, grad_norm: 4.8958 2021-07-17 10:13:57,091 - mmaction - INFO - Epoch [203][1360/1879] lr: 1.058e-02, eta: 23:56:56, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7930, loss_cls: 1.7942, loss: 1.7942, grad_norm: 4.7684 2021-07-17 10:14:13,831 - mmaction - INFO - Epoch [203][1380/1879] lr: 1.058e-02, eta: 23:56:38, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5633, top5_acc: 0.7910, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.8636 2021-07-17 10:14:30,409 - mmaction - INFO - Epoch [203][1400/1879] lr: 1.058e-02, eta: 23:56:19, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7852, loss_cls: 1.7817, loss: 1.7817, grad_norm: 4.7109 2021-07-17 10:14:47,048 - mmaction - INFO - Epoch [203][1420/1879] lr: 1.058e-02, eta: 23:56:01, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7902, loss_cls: 1.8322, loss: 1.8322, grad_norm: 4.8245 2021-07-17 10:15:03,966 - mmaction - INFO - Epoch [203][1440/1879] lr: 1.058e-02, eta: 23:55:43, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7863, loss_cls: 1.8127, loss: 1.8127, grad_norm: 4.7493 2021-07-17 10:15:20,784 - mmaction - INFO - Epoch [203][1460/1879] lr: 1.058e-02, eta: 23:55:25, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7941, loss_cls: 1.8523, loss: 1.8523, grad_norm: 4.9164 2021-07-17 10:15:37,629 - mmaction - INFO - Epoch [203][1480/1879] lr: 1.058e-02, eta: 23:55:07, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7816, loss_cls: 1.8173, loss: 1.8173, grad_norm: 4.6931 2021-07-17 10:15:54,265 - mmaction - INFO - Epoch [203][1500/1879] lr: 1.058e-02, eta: 23:54:49, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6020, top5_acc: 0.7980, loss_cls: 1.7341, loss: 1.7341, grad_norm: 4.6187 2021-07-17 10:16:11,045 - mmaction - INFO - Epoch [203][1520/1879] lr: 1.058e-02, eta: 23:54:31, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8105, loss_cls: 1.7219, loss: 1.7219, grad_norm: 4.7847 2021-07-17 10:16:27,658 - mmaction - INFO - Epoch [203][1540/1879] lr: 1.058e-02, eta: 23:54:12, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.9488 2021-07-17 10:16:44,192 - mmaction - INFO - Epoch [203][1560/1879] lr: 1.058e-02, eta: 23:53:54, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.7500 2021-07-17 10:17:00,877 - mmaction - INFO - Epoch [203][1580/1879] lr: 1.058e-02, eta: 23:53:35, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5832, top5_acc: 0.7980, loss_cls: 1.7632, loss: 1.7632, grad_norm: 4.8136 2021-07-17 10:17:17,554 - mmaction - INFO - Epoch [203][1600/1879] lr: 1.058e-02, eta: 23:53:17, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7957, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.7193 2021-07-17 10:17:34,379 - mmaction - INFO - Epoch [203][1620/1879] lr: 1.058e-02, eta: 23:52:59, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.7933, loss: 1.7933, grad_norm: 4.7902 2021-07-17 10:17:51,221 - mmaction - INFO - Epoch [203][1640/1879] lr: 1.058e-02, eta: 23:52:41, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7824, loss_cls: 1.8511, loss: 1.8511, grad_norm: 4.7583 2021-07-17 10:18:07,908 - mmaction - INFO - Epoch [203][1660/1879] lr: 1.058e-02, eta: 23:52:23, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7805, loss_cls: 1.8400, loss: 1.8400, grad_norm: 4.8675 2021-07-17 10:18:24,375 - mmaction - INFO - Epoch [203][1680/1879] lr: 1.058e-02, eta: 23:52:04, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8012, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.6679 2021-07-17 10:18:41,326 - mmaction - INFO - Epoch [203][1700/1879] lr: 1.058e-02, eta: 23:51:46, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.5938, top5_acc: 0.7895, loss_cls: 1.8117, loss: 1.8117, grad_norm: 4.7449 2021-07-17 10:18:58,470 - mmaction - INFO - Epoch [203][1720/1879] lr: 1.058e-02, eta: 23:51:29, time: 0.857, data_time: 0.002, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.6030 2021-07-17 10:19:15,589 - mmaction - INFO - Epoch [203][1740/1879] lr: 1.058e-02, eta: 23:51:11, time: 0.856, data_time: 0.005, memory: 6455, top1_acc: 0.5953, top5_acc: 0.7949, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.6313 2021-07-17 10:19:32,135 - mmaction - INFO - Epoch [203][1760/1879] lr: 1.058e-02, eta: 23:50:53, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5922, top5_acc: 0.7918, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.7987 2021-07-17 10:19:49,023 - mmaction - INFO - Epoch [203][1780/1879] lr: 1.058e-02, eta: 23:50:35, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5719, top5_acc: 0.7879, loss_cls: 1.8117, loss: 1.8117, grad_norm: 4.7120 2021-07-17 10:20:05,755 - mmaction - INFO - Epoch [203][1800/1879] lr: 1.058e-02, eta: 23:50:17, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.5680, top5_acc: 0.7809, loss_cls: 1.8345, loss: 1.8345, grad_norm: 4.7681 2021-07-17 10:20:22,464 - mmaction - INFO - Epoch [203][1820/1879] lr: 1.058e-02, eta: 23:49:59, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7926, loss_cls: 1.8332, loss: 1.8332, grad_norm: 4.7804 2021-07-17 10:20:39,562 - mmaction - INFO - Epoch [203][1840/1879] lr: 1.058e-02, eta: 23:49:41, time: 0.855, data_time: 0.002, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7820, loss_cls: 1.8394, loss: 1.8394, grad_norm: 4.7986 2021-07-17 10:20:56,349 - mmaction - INFO - Epoch [203][1860/1879] lr: 1.058e-02, eta: 23:49:23, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7941, loss_cls: 1.7789, loss: 1.7789, grad_norm: 4.7360 2021-07-17 10:21:15,390 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 10:21:15,393 - mmaction - INFO - 106 BN found 2021-07-17 10:26:03,010 - mmaction - INFO - BN stats updated 2021-07-17 10:27:14,323 - mmaction - INFO - Epoch [204][20/1879] lr: 1.021e-02, eta: 23:49:59, time: 3.464, data_time: 2.644, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8086, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.7175 2021-07-17 10:27:30,431 - mmaction - INFO - Epoch [204][40/1879] lr: 1.021e-02, eta: 23:49:40, time: 0.804, data_time: 0.002, memory: 6455, top1_acc: 0.5996, top5_acc: 0.8016, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.6435 2021-07-17 10:27:46,828 - mmaction - INFO - Epoch [204][60/1879] lr: 1.021e-02, eta: 23:49:21, time: 0.821, data_time: 0.003, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8090, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.5952 2021-07-17 10:28:03,323 - mmaction - INFO - Epoch [204][80/1879] lr: 1.021e-02, eta: 23:49:03, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7941, loss_cls: 1.8051, loss: 1.8051, grad_norm: 4.8440 2021-07-17 10:28:19,887 - mmaction - INFO - Epoch [204][100/1879] lr: 1.021e-02, eta: 23:48:44, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7887, loss_cls: 1.7866, loss: 1.7866, grad_norm: 4.7376 2021-07-17 10:28:36,537 - mmaction - INFO - Epoch [204][120/1879] lr: 1.021e-02, eta: 23:48:26, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7934, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.7947 2021-07-17 10:28:53,192 - mmaction - INFO - Epoch [204][140/1879] lr: 1.021e-02, eta: 23:48:07, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5988, top5_acc: 0.7984, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.7440 2021-07-17 10:29:09,770 - mmaction - INFO - Epoch [204][160/1879] lr: 1.021e-02, eta: 23:47:49, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5906, top5_acc: 0.8074, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.8333 2021-07-17 10:29:26,316 - mmaction - INFO - Epoch [204][180/1879] lr: 1.021e-02, eta: 23:47:30, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5934, top5_acc: 0.7883, loss_cls: 1.7770, loss: 1.7770, grad_norm: 4.7109 2021-07-17 10:29:42,948 - mmaction - INFO - Epoch [204][200/1879] lr: 1.021e-02, eta: 23:47:12, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7871, loss_cls: 1.8158, loss: 1.8158, grad_norm: 4.8027 2021-07-17 10:29:59,461 - mmaction - INFO - Epoch [204][220/1879] lr: 1.021e-02, eta: 23:46:53, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7816, loss_cls: 1.8536, loss: 1.8536, grad_norm: 4.8383 2021-07-17 10:30:16,230 - mmaction - INFO - Epoch [204][240/1879] lr: 1.021e-02, eta: 23:46:35, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8035, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.7297 2021-07-17 10:30:32,845 - mmaction - INFO - Epoch [204][260/1879] lr: 1.021e-02, eta: 23:46:17, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5781, top5_acc: 0.7879, loss_cls: 1.8048, loss: 1.8048, grad_norm: 4.7826 2021-07-17 10:30:49,491 - mmaction - INFO - Epoch [204][280/1879] lr: 1.021e-02, eta: 23:45:58, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7427, loss: 1.7427, grad_norm: 4.7663 2021-07-17 10:31:06,262 - mmaction - INFO - Epoch [204][300/1879] lr: 1.021e-02, eta: 23:45:40, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7961, loss_cls: 1.7935, loss: 1.7935, grad_norm: 4.8534 2021-07-17 10:31:23,032 - mmaction - INFO - Epoch [204][320/1879] lr: 1.021e-02, eta: 23:45:22, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.5914, top5_acc: 0.8047, loss_cls: 1.7124, loss: 1.7124, grad_norm: 4.7484 2021-07-17 10:31:39,647 - mmaction - INFO - Epoch [204][340/1879] lr: 1.021e-02, eta: 23:45:03, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5832, top5_acc: 0.8012, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.7860 2021-07-17 10:31:56,245 - mmaction - INFO - Epoch [204][360/1879] lr: 1.021e-02, eta: 23:44:45, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7239, loss: 1.7239, grad_norm: 4.7093 2021-07-17 10:32:12,952 - mmaction - INFO - Epoch [204][380/1879] lr: 1.021e-02, eta: 23:44:27, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5863, top5_acc: 0.8020, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.7261 2021-07-17 10:32:29,784 - mmaction - INFO - Epoch [204][400/1879] lr: 1.021e-02, eta: 23:44:09, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8184, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.5827 2021-07-17 10:32:46,369 - mmaction - INFO - Epoch [204][420/1879] lr: 1.021e-02, eta: 23:43:50, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8113, loss_cls: 1.6840, loss: 1.6840, grad_norm: 4.7174 2021-07-17 10:33:03,221 - mmaction - INFO - Epoch [204][440/1879] lr: 1.021e-02, eta: 23:43:32, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5848, top5_acc: 0.7945, loss_cls: 1.7959, loss: 1.7959, grad_norm: 4.8962 2021-07-17 10:33:19,986 - mmaction - INFO - Epoch [204][460/1879] lr: 1.021e-02, eta: 23:43:14, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7922, loss_cls: 1.7863, loss: 1.7863, grad_norm: 4.8018 2021-07-17 10:33:36,835 - mmaction - INFO - Epoch [204][480/1879] lr: 1.021e-02, eta: 23:42:56, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7836, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.8518 2021-07-17 10:33:53,563 - mmaction - INFO - Epoch [204][500/1879] lr: 1.021e-02, eta: 23:42:38, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5684, top5_acc: 0.7859, loss_cls: 1.8219, loss: 1.8219, grad_norm: 4.9493 2021-07-17 10:34:10,301 - mmaction - INFO - Epoch [204][520/1879] lr: 1.021e-02, eta: 23:42:20, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8133, loss_cls: 1.6875, loss: 1.6875, grad_norm: 4.7370 2021-07-17 10:34:26,943 - mmaction - INFO - Epoch [204][540/1879] lr: 1.021e-02, eta: 23:42:01, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7945, loss_cls: 1.7880, loss: 1.7880, grad_norm: 4.8513 2021-07-17 10:34:43,690 - mmaction - INFO - Epoch [204][560/1879] lr: 1.021e-02, eta: 23:41:43, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8023, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.8173 2021-07-17 10:35:00,366 - mmaction - INFO - Epoch [204][580/1879] lr: 1.021e-02, eta: 23:41:25, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7910, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.8058 2021-07-17 10:35:17,261 - mmaction - INFO - Epoch [204][600/1879] lr: 1.021e-02, eta: 23:41:07, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7898, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.8318 2021-07-17 10:35:34,097 - mmaction - INFO - Epoch [204][620/1879] lr: 1.021e-02, eta: 23:40:49, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7969, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.7647 2021-07-17 10:35:50,719 - mmaction - INFO - Epoch [204][640/1879] lr: 1.021e-02, eta: 23:40:31, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8082, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.7779 2021-07-17 10:36:07,473 - mmaction - INFO - Epoch [204][660/1879] lr: 1.021e-02, eta: 23:40:13, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8027, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.7897 2021-07-17 10:36:24,230 - mmaction - INFO - Epoch [204][680/1879] lr: 1.021e-02, eta: 23:39:54, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7848, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.8646 2021-07-17 10:36:41,007 - mmaction - INFO - Epoch [204][700/1879] lr: 1.021e-02, eta: 23:39:36, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8043, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.8369 2021-07-17 10:36:57,849 - mmaction - INFO - Epoch [204][720/1879] lr: 1.021e-02, eta: 23:39:18, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5715, top5_acc: 0.8023, loss_cls: 1.8083, loss: 1.8083, grad_norm: 5.0409 2021-07-17 10:37:14,419 - mmaction - INFO - Epoch [204][740/1879] lr: 1.021e-02, eta: 23:39:00, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8074, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.7913 2021-07-17 10:37:31,195 - mmaction - INFO - Epoch [204][760/1879] lr: 1.021e-02, eta: 23:38:42, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7883, loss_cls: 1.8553, loss: 1.8553, grad_norm: 4.9491 2021-07-17 10:37:47,988 - mmaction - INFO - Epoch [204][780/1879] lr: 1.021e-02, eta: 23:38:24, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5934, top5_acc: 0.7988, loss_cls: 1.7814, loss: 1.7814, grad_norm: 4.7877 2021-07-17 10:38:04,756 - mmaction - INFO - Epoch [204][800/1879] lr: 1.021e-02, eta: 23:38:06, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7945, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.8115 2021-07-17 10:38:21,568 - mmaction - INFO - Epoch [204][820/1879] lr: 1.021e-02, eta: 23:37:48, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7930, loss_cls: 1.7443, loss: 1.7443, grad_norm: 4.8120 2021-07-17 10:38:38,355 - mmaction - INFO - Epoch [204][840/1879] lr: 1.021e-02, eta: 23:37:30, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8004, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.8713 2021-07-17 10:38:55,244 - mmaction - INFO - Epoch [204][860/1879] lr: 1.021e-02, eta: 23:37:12, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5848, top5_acc: 0.8000, loss_cls: 1.7708, loss: 1.7708, grad_norm: 5.0174 2021-07-17 10:39:12,033 - mmaction - INFO - Epoch [204][880/1879] lr: 1.021e-02, eta: 23:36:54, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7816, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.7629 2021-07-17 10:39:28,676 - mmaction - INFO - Epoch [204][900/1879] lr: 1.021e-02, eta: 23:36:35, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7949, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.8514 2021-07-17 10:39:45,178 - mmaction - INFO - Epoch [204][920/1879] lr: 1.021e-02, eta: 23:36:17, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7937, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.7321 2021-07-17 10:40:01,975 - mmaction - INFO - Epoch [204][940/1879] lr: 1.021e-02, eta: 23:35:59, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8027, loss_cls: 1.7717, loss: 1.7717, grad_norm: 4.8253 2021-07-17 10:40:18,709 - mmaction - INFO - Epoch [204][960/1879] lr: 1.021e-02, eta: 23:35:41, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5973, top5_acc: 0.7977, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.7551 2021-07-17 10:40:35,396 - mmaction - INFO - Epoch [204][980/1879] lr: 1.021e-02, eta: 23:35:22, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6004, top5_acc: 0.7922, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.8310 2021-07-17 10:40:52,114 - mmaction - INFO - Epoch [204][1000/1879] lr: 1.021e-02, eta: 23:35:04, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5828, top5_acc: 0.8074, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.7249 2021-07-17 10:41:08,918 - mmaction - INFO - Epoch [204][1020/1879] lr: 1.021e-02, eta: 23:34:46, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5809, top5_acc: 0.7910, loss_cls: 1.8027, loss: 1.8027, grad_norm: 4.8797 2021-07-17 10:41:25,848 - mmaction - INFO - Epoch [204][1040/1879] lr: 1.021e-02, eta: 23:34:28, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7937, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.8836 2021-07-17 10:41:42,599 - mmaction - INFO - Epoch [204][1060/1879] lr: 1.021e-02, eta: 23:34:10, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.8788 2021-07-17 10:41:59,453 - mmaction - INFO - Epoch [204][1080/1879] lr: 1.021e-02, eta: 23:33:52, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7845, loss: 1.7845, grad_norm: 4.7917 2021-07-17 10:42:16,170 - mmaction - INFO - Epoch [204][1100/1879] lr: 1.021e-02, eta: 23:33:34, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7980, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.7806 2021-07-17 10:42:32,781 - mmaction - INFO - Epoch [204][1120/1879] lr: 1.021e-02, eta: 23:33:16, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7910, loss_cls: 1.8156, loss: 1.8156, grad_norm: 4.8263 2021-07-17 10:42:49,516 - mmaction - INFO - Epoch [204][1140/1879] lr: 1.021e-02, eta: 23:32:57, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5977, top5_acc: 0.7957, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.7092 2021-07-17 10:43:06,044 - mmaction - INFO - Epoch [204][1160/1879] lr: 1.021e-02, eta: 23:32:39, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7996, loss_cls: 1.7866, loss: 1.7866, grad_norm: 4.7658 2021-07-17 10:43:22,641 - mmaction - INFO - Epoch [204][1180/1879] lr: 1.021e-02, eta: 23:32:21, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.8008, loss: 1.8008, grad_norm: 4.7809 2021-07-17 10:43:39,424 - mmaction - INFO - Epoch [204][1200/1879] lr: 1.021e-02, eta: 23:32:02, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.8367 2021-07-17 10:43:56,301 - mmaction - INFO - Epoch [204][1220/1879] lr: 1.021e-02, eta: 23:31:45, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7840, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.8071 2021-07-17 10:44:12,987 - mmaction - INFO - Epoch [204][1240/1879] lr: 1.021e-02, eta: 23:31:26, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8090, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.6921 2021-07-17 10:44:29,740 - mmaction - INFO - Epoch [204][1260/1879] lr: 1.021e-02, eta: 23:31:08, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8059, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.7791 2021-07-17 10:44:46,535 - mmaction - INFO - Epoch [204][1280/1879] lr: 1.021e-02, eta: 23:30:50, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5930, top5_acc: 0.7961, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.7288 2021-07-17 10:45:03,308 - mmaction - INFO - Epoch [204][1300/1879] lr: 1.021e-02, eta: 23:30:32, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.7041 2021-07-17 10:45:20,080 - mmaction - INFO - Epoch [204][1320/1879] lr: 1.021e-02, eta: 23:30:14, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7953, loss_cls: 1.8190, loss: 1.8190, grad_norm: 4.9155 2021-07-17 10:45:36,858 - mmaction - INFO - Epoch [204][1340/1879] lr: 1.021e-02, eta: 23:29:56, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.7590 2021-07-17 10:45:53,519 - mmaction - INFO - Epoch [204][1360/1879] lr: 1.021e-02, eta: 23:29:38, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8059, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.7182 2021-07-17 10:46:10,339 - mmaction - INFO - Epoch [204][1380/1879] lr: 1.021e-02, eta: 23:29:20, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5902, top5_acc: 0.8063, loss_cls: 1.7540, loss: 1.7540, grad_norm: 4.7220 2021-07-17 10:46:27,104 - mmaction - INFO - Epoch [204][1400/1879] lr: 1.021e-02, eta: 23:29:02, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8137, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.6184 2021-07-17 10:46:43,813 - mmaction - INFO - Epoch [204][1420/1879] lr: 1.021e-02, eta: 23:28:43, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7930, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.6786 2021-07-17 10:47:00,663 - mmaction - INFO - Epoch [204][1440/1879] lr: 1.021e-02, eta: 23:28:26, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5973, top5_acc: 0.7953, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.7527 2021-07-17 10:47:17,440 - mmaction - INFO - Epoch [204][1460/1879] lr: 1.021e-02, eta: 23:28:07, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5914, top5_acc: 0.7922, loss_cls: 1.7700, loss: 1.7700, grad_norm: 4.8144 2021-07-17 10:47:34,275 - mmaction - INFO - Epoch [204][1480/1879] lr: 1.021e-02, eta: 23:27:49, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7883, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.8172 2021-07-17 10:47:51,113 - mmaction - INFO - Epoch [204][1500/1879] lr: 1.021e-02, eta: 23:27:32, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5793, top5_acc: 0.7828, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.8299 2021-07-17 10:48:07,704 - mmaction - INFO - Epoch [204][1520/1879] lr: 1.021e-02, eta: 23:27:13, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.8023, loss: 1.8023, grad_norm: 4.8407 2021-07-17 10:48:24,558 - mmaction - INFO - Epoch [204][1540/1879] lr: 1.021e-02, eta: 23:26:55, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7895, loss_cls: 1.7865, loss: 1.7865, grad_norm: 4.8240 2021-07-17 10:48:41,306 - mmaction - INFO - Epoch [204][1560/1879] lr: 1.021e-02, eta: 23:26:37, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5887, top5_acc: 0.8004, loss_cls: 1.7463, loss: 1.7463, grad_norm: 4.7562 2021-07-17 10:48:58,241 - mmaction - INFO - Epoch [204][1580/1879] lr: 1.021e-02, eta: 23:26:19, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8023, loss_cls: 1.7480, loss: 1.7480, grad_norm: 4.8709 2021-07-17 10:49:15,008 - mmaction - INFO - Epoch [204][1600/1879] lr: 1.021e-02, eta: 23:26:01, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8012, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.8895 2021-07-17 10:49:31,787 - mmaction - INFO - Epoch [204][1620/1879] lr: 1.021e-02, eta: 23:25:43, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6023, top5_acc: 0.7961, loss_cls: 1.7513, loss: 1.7513, grad_norm: 4.7976 2021-07-17 10:49:48,708 - mmaction - INFO - Epoch [204][1640/1879] lr: 1.021e-02, eta: 23:25:26, time: 0.846, data_time: 0.006, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7934, loss_cls: 1.7755, loss: 1.7755, grad_norm: 4.8427 2021-07-17 10:50:05,468 - mmaction - INFO - Epoch [204][1660/1879] lr: 1.021e-02, eta: 23:25:08, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7898, loss_cls: 1.8119, loss: 1.8119, grad_norm: 5.0025 2021-07-17 10:50:22,140 - mmaction - INFO - Epoch [204][1680/1879] lr: 1.021e-02, eta: 23:24:49, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5836, top5_acc: 0.8027, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.8289 2021-07-17 10:50:38,966 - mmaction - INFO - Epoch [204][1700/1879] lr: 1.021e-02, eta: 23:24:31, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7926, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.9386 2021-07-17 10:50:55,757 - mmaction - INFO - Epoch [204][1720/1879] lr: 1.021e-02, eta: 23:24:13, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5816, top5_acc: 0.8004, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.8368 2021-07-17 10:51:12,533 - mmaction - INFO - Epoch [204][1740/1879] lr: 1.021e-02, eta: 23:23:55, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7992, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.7348 2021-07-17 10:51:29,327 - mmaction - INFO - Epoch [204][1760/1879] lr: 1.021e-02, eta: 23:23:37, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7906, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.7083 2021-07-17 10:51:46,088 - mmaction - INFO - Epoch [204][1780/1879] lr: 1.021e-02, eta: 23:23:19, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7953, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.7242 2021-07-17 10:52:02,962 - mmaction - INFO - Epoch [204][1800/1879] lr: 1.021e-02, eta: 23:23:01, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8023, loss_cls: 1.7487, loss: 1.7487, grad_norm: 4.7030 2021-07-17 10:52:19,761 - mmaction - INFO - Epoch [204][1820/1879] lr: 1.021e-02, eta: 23:22:43, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5867, top5_acc: 0.7934, loss_cls: 1.7964, loss: 1.7964, grad_norm: 4.8186 2021-07-17 10:52:36,362 - mmaction - INFO - Epoch [204][1840/1879] lr: 1.021e-02, eta: 23:22:25, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7965, loss_cls: 1.7695, loss: 1.7695, grad_norm: 4.7351 2021-07-17 10:52:53,191 - mmaction - INFO - Epoch [204][1860/1879] lr: 1.021e-02, eta: 23:22:07, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.5902, top5_acc: 0.7949, loss_cls: 1.8050, loss: 1.8050, grad_norm: 4.8194 2021-07-17 10:53:12,801 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 10:53:12,805 - mmaction - INFO - 106 BN found 2021-07-17 10:57:59,256 - mmaction - INFO - BN stats updated 2021-07-17 10:58:01,276 - mmaction - INFO - Saving checkpoint at 204 epochs 2021-07-17 10:58:57,668 - mmaction - INFO - Epoch [205][20/1879] lr: 9.840e-03, eta: 23:21:59, time: 2.363, data_time: 1.548, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.7185, loss: 1.7185, grad_norm: 4.7613 2021-07-17 10:59:14,025 - mmaction - INFO - Epoch [205][40/1879] lr: 9.840e-03, eta: 23:21:40, time: 0.818, data_time: 0.010, memory: 6455, top1_acc: 0.6012, top5_acc: 0.7988, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.8542 2021-07-17 10:59:30,463 - mmaction - INFO - Epoch [205][60/1879] lr: 9.840e-03, eta: 23:21:21, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7988, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.7738 2021-07-17 10:59:46,984 - mmaction - INFO - Epoch [205][80/1879] lr: 9.840e-03, eta: 23:21:03, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.7139, loss: 1.7139, grad_norm: 4.8776 2021-07-17 11:00:03,606 - mmaction - INFO - Epoch [205][100/1879] lr: 9.840e-03, eta: 23:20:44, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.9228 2021-07-17 11:00:20,241 - mmaction - INFO - Epoch [205][120/1879] lr: 9.840e-03, eta: 23:20:26, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6008, top5_acc: 0.7914, loss_cls: 1.7564, loss: 1.7564, grad_norm: 4.8105 2021-07-17 11:00:36,902 - mmaction - INFO - Epoch [205][140/1879] lr: 9.840e-03, eta: 23:20:08, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7891, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.8720 2021-07-17 11:00:53,511 - mmaction - INFO - Epoch [205][160/1879] lr: 9.840e-03, eta: 23:19:50, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.5867, top5_acc: 0.7965, loss_cls: 1.7435, loss: 1.7435, grad_norm: 4.8535 2021-07-17 11:01:10,128 - mmaction - INFO - Epoch [205][180/1879] lr: 9.840e-03, eta: 23:19:31, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7618, loss: 1.7618, grad_norm: 4.8404 2021-07-17 11:01:26,818 - mmaction - INFO - Epoch [205][200/1879] lr: 9.840e-03, eta: 23:19:13, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5934, top5_acc: 0.8090, loss_cls: 1.7383, loss: 1.7383, grad_norm: 4.9478 2021-07-17 11:01:43,508 - mmaction - INFO - Epoch [205][220/1879] lr: 9.840e-03, eta: 23:18:55, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5938, top5_acc: 0.7930, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.7728 2021-07-17 11:02:00,348 - mmaction - INFO - Epoch [205][240/1879] lr: 9.840e-03, eta: 23:18:37, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6020, top5_acc: 0.7937, loss_cls: 1.7438, loss: 1.7438, grad_norm: 4.7724 2021-07-17 11:02:17,045 - mmaction - INFO - Epoch [205][260/1879] lr: 9.840e-03, eta: 23:18:19, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5895, top5_acc: 0.7945, loss_cls: 1.7598, loss: 1.7598, grad_norm: 4.8131 2021-07-17 11:02:33,976 - mmaction - INFO - Epoch [205][280/1879] lr: 9.840e-03, eta: 23:18:01, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.5965, top5_acc: 0.8047, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.7983 2021-07-17 11:02:50,649 - mmaction - INFO - Epoch [205][300/1879] lr: 9.840e-03, eta: 23:17:43, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7996, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.8815 2021-07-17 11:03:07,667 - mmaction - INFO - Epoch [205][320/1879] lr: 9.840e-03, eta: 23:17:25, time: 0.853, data_time: 0.006, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8082, loss_cls: 1.7123, loss: 1.7123, grad_norm: 4.8874 2021-07-17 11:03:24,429 - mmaction - INFO - Epoch [205][340/1879] lr: 9.840e-03, eta: 23:17:07, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5984, top5_acc: 0.7961, loss_cls: 1.7575, loss: 1.7575, grad_norm: 4.8767 2021-07-17 11:03:41,235 - mmaction - INFO - Epoch [205][360/1879] lr: 9.840e-03, eta: 23:16:49, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5961, top5_acc: 0.7949, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.8226 2021-07-17 11:03:57,915 - mmaction - INFO - Epoch [205][380/1879] lr: 9.840e-03, eta: 23:16:31, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7582, loss: 1.7582, grad_norm: 4.8014 2021-07-17 11:04:14,625 - mmaction - INFO - Epoch [205][400/1879] lr: 9.840e-03, eta: 23:16:13, time: 0.836, data_time: 0.007, memory: 6455, top1_acc: 0.6039, top5_acc: 0.8055, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.8345 2021-07-17 11:04:31,498 - mmaction - INFO - Epoch [205][420/1879] lr: 9.840e-03, eta: 23:15:55, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8074, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.7906 2021-07-17 11:04:48,245 - mmaction - INFO - Epoch [205][440/1879] lr: 9.840e-03, eta: 23:15:37, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8051, loss_cls: 1.7090, loss: 1.7090, grad_norm: 4.7723 2021-07-17 11:05:05,078 - mmaction - INFO - Epoch [205][460/1879] lr: 9.840e-03, eta: 23:15:19, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8043, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.7248 2021-07-17 11:05:21,719 - mmaction - INFO - Epoch [205][480/1879] lr: 9.840e-03, eta: 23:15:01, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5750, top5_acc: 0.7770, loss_cls: 1.8444, loss: 1.8444, grad_norm: 4.9094 2021-07-17 11:05:38,522 - mmaction - INFO - Epoch [205][500/1879] lr: 9.840e-03, eta: 23:14:43, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7918, loss_cls: 1.7795, loss: 1.7795, grad_norm: 4.8727 2021-07-17 11:05:55,331 - mmaction - INFO - Epoch [205][520/1879] lr: 9.840e-03, eta: 23:14:25, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8105, loss_cls: 1.7247, loss: 1.7247, grad_norm: 4.8926 2021-07-17 11:06:12,150 - mmaction - INFO - Epoch [205][540/1879] lr: 9.840e-03, eta: 23:14:07, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.8565 2021-07-17 11:06:28,941 - mmaction - INFO - Epoch [205][560/1879] lr: 9.840e-03, eta: 23:13:49, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8047, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.7558 2021-07-17 11:06:45,788 - mmaction - INFO - Epoch [205][580/1879] lr: 9.840e-03, eta: 23:13:31, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.5738, top5_acc: 0.7988, loss_cls: 1.7818, loss: 1.7818, grad_norm: 4.8798 2021-07-17 11:07:02,540 - mmaction - INFO - Epoch [205][600/1879] lr: 9.840e-03, eta: 23:13:13, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7906, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.9009 2021-07-17 11:07:19,294 - mmaction - INFO - Epoch [205][620/1879] lr: 9.840e-03, eta: 23:12:55, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5961, top5_acc: 0.7961, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.8111 2021-07-17 11:07:35,945 - mmaction - INFO - Epoch [205][640/1879] lr: 9.840e-03, eta: 23:12:37, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5711, top5_acc: 0.7844, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.8483 2021-07-17 11:07:52,816 - mmaction - INFO - Epoch [205][660/1879] lr: 9.840e-03, eta: 23:12:19, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5891, top5_acc: 0.8012, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.7859 2021-07-17 11:08:09,432 - mmaction - INFO - Epoch [205][680/1879] lr: 9.840e-03, eta: 23:12:00, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8012, loss_cls: 1.7342, loss: 1.7342, grad_norm: 4.7572 2021-07-17 11:08:26,210 - mmaction - INFO - Epoch [205][700/1879] lr: 9.840e-03, eta: 23:11:42, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7996, loss_cls: 1.7935, loss: 1.7935, grad_norm: 4.9829 2021-07-17 11:08:42,851 - mmaction - INFO - Epoch [205][720/1879] lr: 9.840e-03, eta: 23:11:24, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8035, loss_cls: 1.7600, loss: 1.7600, grad_norm: 4.7845 2021-07-17 11:08:59,658 - mmaction - INFO - Epoch [205][740/1879] lr: 9.840e-03, eta: 23:11:06, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.9353 2021-07-17 11:09:16,473 - mmaction - INFO - Epoch [205][760/1879] lr: 9.840e-03, eta: 23:10:48, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5898, top5_acc: 0.8020, loss_cls: 1.7753, loss: 1.7753, grad_norm: 4.9103 2021-07-17 11:09:33,189 - mmaction - INFO - Epoch [205][780/1879] lr: 9.840e-03, eta: 23:10:30, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7914, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.8013 2021-07-17 11:09:49,919 - mmaction - INFO - Epoch [205][800/1879] lr: 9.840e-03, eta: 23:10:12, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5934, top5_acc: 0.7910, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.7402 2021-07-17 11:10:06,869 - mmaction - INFO - Epoch [205][820/1879] lr: 9.840e-03, eta: 23:09:54, time: 0.847, data_time: 0.001, memory: 6455, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7938, loss: 1.7938, grad_norm: 4.9224 2021-07-17 11:10:23,619 - mmaction - INFO - Epoch [205][840/1879] lr: 9.840e-03, eta: 23:09:36, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6082, top5_acc: 0.7992, loss_cls: 1.6983, loss: 1.6983, grad_norm: 4.7254 2021-07-17 11:10:40,496 - mmaction - INFO - Epoch [205][860/1879] lr: 9.840e-03, eta: 23:09:18, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.8761 2021-07-17 11:10:57,231 - mmaction - INFO - Epoch [205][880/1879] lr: 9.840e-03, eta: 23:09:00, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8043, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.8254 2021-07-17 11:11:14,024 - mmaction - INFO - Epoch [205][900/1879] lr: 9.840e-03, eta: 23:08:42, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7949, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.8453 2021-07-17 11:11:30,920 - mmaction - INFO - Epoch [205][920/1879] lr: 9.840e-03, eta: 23:08:24, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5730, top5_acc: 0.7812, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.8414 2021-07-17 11:11:47,583 - mmaction - INFO - Epoch [205][940/1879] lr: 9.840e-03, eta: 23:08:06, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.5699, top5_acc: 0.7840, loss_cls: 1.8498, loss: 1.8498, grad_norm: 4.8645 2021-07-17 11:12:04,450 - mmaction - INFO - Epoch [205][960/1879] lr: 9.840e-03, eta: 23:07:48, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8137, loss_cls: 1.7203, loss: 1.7203, grad_norm: 4.8510 2021-07-17 11:12:21,111 - mmaction - INFO - Epoch [205][980/1879] lr: 9.840e-03, eta: 23:07:30, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5949, top5_acc: 0.7934, loss_cls: 1.7314, loss: 1.7314, grad_norm: 4.6984 2021-07-17 11:12:37,990 - mmaction - INFO - Epoch [205][1000/1879] lr: 9.840e-03, eta: 23:07:12, time: 0.844, data_time: 0.006, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8047, loss_cls: 1.7175, loss: 1.7175, grad_norm: 4.8119 2021-07-17 11:12:54,613 - mmaction - INFO - Epoch [205][1020/1879] lr: 9.840e-03, eta: 23:06:54, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7934, loss_cls: 1.7753, loss: 1.7753, grad_norm: 4.9107 2021-07-17 11:13:11,429 - mmaction - INFO - Epoch [205][1040/1879] lr: 9.840e-03, eta: 23:06:36, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8012, loss_cls: 1.7172, loss: 1.7172, grad_norm: 4.7561 2021-07-17 11:13:28,140 - mmaction - INFO - Epoch [205][1060/1879] lr: 9.840e-03, eta: 23:06:18, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5887, top5_acc: 0.7992, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.8980 2021-07-17 11:13:44,966 - mmaction - INFO - Epoch [205][1080/1879] lr: 9.840e-03, eta: 23:06:00, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5938, top5_acc: 0.7973, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.7483 2021-07-17 11:14:01,741 - mmaction - INFO - Epoch [205][1100/1879] lr: 9.840e-03, eta: 23:05:42, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5918, top5_acc: 0.7977, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.7825 2021-07-17 11:14:18,520 - mmaction - INFO - Epoch [205][1120/1879] lr: 9.840e-03, eta: 23:05:24, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.5980, top5_acc: 0.7980, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.7188 2021-07-17 11:14:35,200 - mmaction - INFO - Epoch [205][1140/1879] lr: 9.840e-03, eta: 23:05:06, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7937, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.8208 2021-07-17 11:14:51,880 - mmaction - INFO - Epoch [205][1160/1879] lr: 9.840e-03, eta: 23:04:48, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7988, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.9987 2021-07-17 11:15:08,729 - mmaction - INFO - Epoch [205][1180/1879] lr: 9.840e-03, eta: 23:04:30, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.8583 2021-07-17 11:15:25,692 - mmaction - INFO - Epoch [205][1200/1879] lr: 9.840e-03, eta: 23:04:12, time: 0.848, data_time: 0.001, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8063, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.9151 2021-07-17 11:15:42,625 - mmaction - INFO - Epoch [205][1220/1879] lr: 9.840e-03, eta: 23:03:55, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7883, loss_cls: 1.8010, loss: 1.8010, grad_norm: 4.8441 2021-07-17 11:15:59,337 - mmaction - INFO - Epoch [205][1240/1879] lr: 9.840e-03, eta: 23:03:37, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7934, loss_cls: 1.7805, loss: 1.7805, grad_norm: 4.9047 2021-07-17 11:16:16,138 - mmaction - INFO - Epoch [205][1260/1879] lr: 9.840e-03, eta: 23:03:19, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5871, top5_acc: 0.8063, loss_cls: 1.7330, loss: 1.7330, grad_norm: 4.9213 2021-07-17 11:16:33,059 - mmaction - INFO - Epoch [205][1280/1879] lr: 9.840e-03, eta: 23:03:01, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.6016, top5_acc: 0.7957, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.7124 2021-07-17 11:16:49,893 - mmaction - INFO - Epoch [205][1300/1879] lr: 9.840e-03, eta: 23:02:43, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8117, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.6944 2021-07-17 11:17:06,689 - mmaction - INFO - Epoch [205][1320/1879] lr: 9.840e-03, eta: 23:02:25, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5973, top5_acc: 0.7953, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.8678 2021-07-17 11:17:23,377 - mmaction - INFO - Epoch [205][1340/1879] lr: 9.840e-03, eta: 23:02:07, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.7081 2021-07-17 11:17:40,090 - mmaction - INFO - Epoch [205][1360/1879] lr: 9.840e-03, eta: 23:01:49, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5695, top5_acc: 0.7793, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.9748 2021-07-17 11:17:56,833 - mmaction - INFO - Epoch [205][1380/1879] lr: 9.840e-03, eta: 23:01:31, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7859, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.8625 2021-07-17 11:18:13,631 - mmaction - INFO - Epoch [205][1400/1879] lr: 9.840e-03, eta: 23:01:13, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.9602 2021-07-17 11:18:30,335 - mmaction - INFO - Epoch [205][1420/1879] lr: 9.840e-03, eta: 23:00:55, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8066, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.7221 2021-07-17 11:18:46,994 - mmaction - INFO - Epoch [205][1440/1879] lr: 9.840e-03, eta: 23:00:37, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8027, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.8432 2021-07-17 11:19:03,761 - mmaction - INFO - Epoch [205][1460/1879] lr: 9.840e-03, eta: 23:00:18, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5848, top5_acc: 0.7945, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.8727 2021-07-17 11:19:20,379 - mmaction - INFO - Epoch [205][1480/1879] lr: 9.840e-03, eta: 23:00:00, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7976, loss: 1.7976, grad_norm: 4.9565 2021-07-17 11:19:37,147 - mmaction - INFO - Epoch [205][1500/1879] lr: 9.840e-03, eta: 22:59:42, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5848, top5_acc: 0.7992, loss_cls: 1.7683, loss: 1.7683, grad_norm: 4.8460 2021-07-17 11:19:53,814 - mmaction - INFO - Epoch [205][1520/1879] lr: 9.840e-03, eta: 22:59:24, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6070, top5_acc: 0.7961, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.8810 2021-07-17 11:20:10,505 - mmaction - INFO - Epoch [205][1540/1879] lr: 9.840e-03, eta: 22:59:06, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8070, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.8737 2021-07-17 11:20:27,353 - mmaction - INFO - Epoch [205][1560/1879] lr: 9.840e-03, eta: 22:58:48, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8070, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.7428 2021-07-17 11:20:44,095 - mmaction - INFO - Epoch [205][1580/1879] lr: 9.840e-03, eta: 22:58:30, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.9038 2021-07-17 11:21:00,871 - mmaction - INFO - Epoch [205][1600/1879] lr: 9.840e-03, eta: 22:58:12, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7984, loss_cls: 1.8051, loss: 1.8051, grad_norm: 4.7970 2021-07-17 11:21:17,536 - mmaction - INFO - Epoch [205][1620/1879] lr: 9.840e-03, eta: 22:57:54, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7898, loss_cls: 1.7745, loss: 1.7745, grad_norm: 4.8313 2021-07-17 11:21:34,323 - mmaction - INFO - Epoch [205][1640/1879] lr: 9.840e-03, eta: 22:57:36, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7789, loss: 1.7789, grad_norm: 4.8718 2021-07-17 11:21:50,940 - mmaction - INFO - Epoch [205][1660/1879] lr: 9.840e-03, eta: 22:57:18, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5922, top5_acc: 0.7973, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.8811 2021-07-17 11:22:07,936 - mmaction - INFO - Epoch [205][1680/1879] lr: 9.840e-03, eta: 22:57:00, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8031, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.7206 2021-07-17 11:22:24,662 - mmaction - INFO - Epoch [205][1700/1879] lr: 9.840e-03, eta: 22:56:42, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5848, top5_acc: 0.7957, loss_cls: 1.7886, loss: 1.7886, grad_norm: 4.8602 2021-07-17 11:22:41,431 - mmaction - INFO - Epoch [205][1720/1879] lr: 9.840e-03, eta: 22:56:24, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.5902, top5_acc: 0.8090, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.7596 2021-07-17 11:22:58,035 - mmaction - INFO - Epoch [205][1740/1879] lr: 9.840e-03, eta: 22:56:06, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5965, top5_acc: 0.8078, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.9098 2021-07-17 11:23:14,808 - mmaction - INFO - Epoch [205][1760/1879] lr: 9.840e-03, eta: 22:55:48, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8035, loss_cls: 1.7015, loss: 1.7015, grad_norm: 4.8808 2021-07-17 11:23:31,347 - mmaction - INFO - Epoch [205][1780/1879] lr: 9.840e-03, eta: 22:55:29, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7837, loss: 1.7837, grad_norm: 4.9335 2021-07-17 11:23:48,105 - mmaction - INFO - Epoch [205][1800/1879] lr: 9.840e-03, eta: 22:55:11, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8031, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.9589 2021-07-17 11:24:04,832 - mmaction - INFO - Epoch [205][1820/1879] lr: 9.840e-03, eta: 22:54:53, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7848, loss_cls: 1.7765, loss: 1.7765, grad_norm: 4.8391 2021-07-17 11:24:21,587 - mmaction - INFO - Epoch [205][1840/1879] lr: 9.840e-03, eta: 22:54:35, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7988, loss_cls: 1.7649, loss: 1.7649, grad_norm: 4.8223 2021-07-17 11:24:38,316 - mmaction - INFO - Epoch [205][1860/1879] lr: 9.840e-03, eta: 22:54:17, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7879, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.8307 2021-07-17 11:24:58,737 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 11:24:58,740 - mmaction - INFO - 106 BN found 2021-07-17 11:29:48,149 - mmaction - INFO - BN stats updated 2021-07-17 11:32:31,707 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 11:32:32,605 - mmaction - INFO - top1_acc 0.6412 top5_acc 0.8528 2021-07-17 11:32:32,605 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 11:32:32,701 - mmaction - INFO - mean_acc 0.6412 2021-07-17 11:32:32,711 - mmaction - INFO - Epoch(val) [205][155] top1_acc: 0.6412, top5_acc: 0.8528, mean_class_accuracy: 0.6412 2021-07-17 11:33:24,289 - mmaction - INFO - Epoch [206][20/1879] lr: 9.477e-03, eta: 22:54:15, time: 2.578, data_time: 1.739, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8066, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.8733 2021-07-17 11:33:40,539 - mmaction - INFO - Epoch [206][40/1879] lr: 9.477e-03, eta: 22:53:57, time: 0.812, data_time: 0.006, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8137, loss_cls: 1.6769, loss: 1.6769, grad_norm: 4.8966 2021-07-17 11:33:56,962 - mmaction - INFO - Epoch [206][60/1879] lr: 9.477e-03, eta: 22:53:38, time: 0.821, data_time: 0.005, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8227, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.8263 2021-07-17 11:34:13,340 - mmaction - INFO - Epoch [206][80/1879] lr: 9.477e-03, eta: 22:53:19, time: 0.819, data_time: 0.002, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7988, loss_cls: 1.7398, loss: 1.7398, grad_norm: 4.9328 2021-07-17 11:34:29,965 - mmaction - INFO - Epoch [206][100/1879] lr: 9.477e-03, eta: 22:53:01, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8086, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.8381 2021-07-17 11:34:46,555 - mmaction - INFO - Epoch [206][120/1879] lr: 9.477e-03, eta: 22:52:43, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7996, loss_cls: 1.7612, loss: 1.7612, grad_norm: 4.9544 2021-07-17 11:35:03,371 - mmaction - INFO - Epoch [206][140/1879] lr: 9.477e-03, eta: 22:52:25, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7957, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.8950 2021-07-17 11:35:19,988 - mmaction - INFO - Epoch [206][160/1879] lr: 9.477e-03, eta: 22:52:07, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7926, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.8736 2021-07-17 11:35:36,677 - mmaction - INFO - Epoch [206][180/1879] lr: 9.477e-03, eta: 22:51:48, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5895, top5_acc: 0.8031, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.9375 2021-07-17 11:35:53,456 - mmaction - INFO - Epoch [206][200/1879] lr: 9.477e-03, eta: 22:51:30, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.8240 2021-07-17 11:36:10,112 - mmaction - INFO - Epoch [206][220/1879] lr: 9.477e-03, eta: 22:51:12, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5926, top5_acc: 0.7937, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.8380 2021-07-17 11:36:26,854 - mmaction - INFO - Epoch [206][240/1879] lr: 9.477e-03, eta: 22:50:54, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7922, loss_cls: 1.7790, loss: 1.7790, grad_norm: 4.9193 2021-07-17 11:36:43,701 - mmaction - INFO - Epoch [206][260/1879] lr: 9.477e-03, eta: 22:50:36, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.7746 2021-07-17 11:37:00,436 - mmaction - INFO - Epoch [206][280/1879] lr: 9.477e-03, eta: 22:50:18, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8074, loss_cls: 1.7669, loss: 1.7669, grad_norm: 4.9333 2021-07-17 11:37:17,248 - mmaction - INFO - Epoch [206][300/1879] lr: 9.477e-03, eta: 22:50:00, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.8486 2021-07-17 11:37:34,008 - mmaction - INFO - Epoch [206][320/1879] lr: 9.477e-03, eta: 22:49:42, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5848, top5_acc: 0.8008, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.9182 2021-07-17 11:37:50,645 - mmaction - INFO - Epoch [206][340/1879] lr: 9.477e-03, eta: 22:49:24, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5977, top5_acc: 0.7941, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.8575 2021-07-17 11:38:07,437 - mmaction - INFO - Epoch [206][360/1879] lr: 9.477e-03, eta: 22:49:06, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5902, top5_acc: 0.7957, loss_cls: 1.7839, loss: 1.7839, grad_norm: 4.8784 2021-07-17 11:38:24,477 - mmaction - INFO - Epoch [206][380/1879] lr: 9.477e-03, eta: 22:48:49, time: 0.854, data_time: 0.004, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8031, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.7630 2021-07-17 11:38:41,596 - mmaction - INFO - Epoch [206][400/1879] lr: 9.477e-03, eta: 22:48:31, time: 0.855, data_time: 0.004, memory: 6455, top1_acc: 0.5855, top5_acc: 0.8027, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.7294 2021-07-17 11:38:58,357 - mmaction - INFO - Epoch [206][420/1879] lr: 9.477e-03, eta: 22:48:13, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8098, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.9039 2021-07-17 11:39:15,214 - mmaction - INFO - Epoch [206][440/1879] lr: 9.477e-03, eta: 22:47:56, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7887, loss_cls: 1.7784, loss: 1.7784, grad_norm: 4.7781 2021-07-17 11:39:32,006 - mmaction - INFO - Epoch [206][460/1879] lr: 9.477e-03, eta: 22:47:38, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5988, top5_acc: 0.7984, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.9113 2021-07-17 11:39:48,792 - mmaction - INFO - Epoch [206][480/1879] lr: 9.477e-03, eta: 22:47:20, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.8742 2021-07-17 11:40:05,647 - mmaction - INFO - Epoch [206][500/1879] lr: 9.477e-03, eta: 22:47:02, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8145, loss_cls: 1.6874, loss: 1.6874, grad_norm: 4.8101 2021-07-17 11:40:22,396 - mmaction - INFO - Epoch [206][520/1879] lr: 9.477e-03, eta: 22:46:44, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8055, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.9838 2021-07-17 11:40:39,168 - mmaction - INFO - Epoch [206][540/1879] lr: 9.477e-03, eta: 22:46:26, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5832, top5_acc: 0.8016, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.9137 2021-07-17 11:40:55,897 - mmaction - INFO - Epoch [206][560/1879] lr: 9.477e-03, eta: 22:46:08, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8078, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.9356 2021-07-17 11:41:12,640 - mmaction - INFO - Epoch [206][580/1879] lr: 9.477e-03, eta: 22:45:50, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8000, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.7832 2021-07-17 11:41:29,404 - mmaction - INFO - Epoch [206][600/1879] lr: 9.477e-03, eta: 22:45:32, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5887, top5_acc: 0.7898, loss_cls: 1.7924, loss: 1.7924, grad_norm: 4.9001 2021-07-17 11:41:46,247 - mmaction - INFO - Epoch [206][620/1879] lr: 9.477e-03, eta: 22:45:14, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8078, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.8750 2021-07-17 11:42:02,991 - mmaction - INFO - Epoch [206][640/1879] lr: 9.477e-03, eta: 22:44:56, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7977, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.8988 2021-07-17 11:42:19,593 - mmaction - INFO - Epoch [206][660/1879] lr: 9.477e-03, eta: 22:44:38, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7977, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.9213 2021-07-17 11:42:36,442 - mmaction - INFO - Epoch [206][680/1879] lr: 9.477e-03, eta: 22:44:20, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8148, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.9269 2021-07-17 11:42:53,136 - mmaction - INFO - Epoch [206][700/1879] lr: 9.477e-03, eta: 22:44:02, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8152, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.8547 2021-07-17 11:43:09,894 - mmaction - INFO - Epoch [206][720/1879] lr: 9.477e-03, eta: 22:43:44, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5852, top5_acc: 0.8004, loss_cls: 1.7948, loss: 1.7948, grad_norm: 5.0727 2021-07-17 11:43:26,489 - mmaction - INFO - Epoch [206][740/1879] lr: 9.477e-03, eta: 22:43:26, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8168, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.8057 2021-07-17 11:43:43,110 - mmaction - INFO - Epoch [206][760/1879] lr: 9.477e-03, eta: 22:43:07, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7859, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.9552 2021-07-17 11:43:59,882 - mmaction - INFO - Epoch [206][780/1879] lr: 9.477e-03, eta: 22:42:50, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5871, top5_acc: 0.7996, loss_cls: 1.7361, loss: 1.7361, grad_norm: 4.9320 2021-07-17 11:44:16,481 - mmaction - INFO - Epoch [206][800/1879] lr: 9.477e-03, eta: 22:42:31, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7863, loss_cls: 1.8224, loss: 1.8224, grad_norm: 4.9850 2021-07-17 11:44:33,215 - mmaction - INFO - Epoch [206][820/1879] lr: 9.477e-03, eta: 22:42:13, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7992, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.8661 2021-07-17 11:44:49,862 - mmaction - INFO - Epoch [206][840/1879] lr: 9.477e-03, eta: 22:41:55, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7949, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.8686 2021-07-17 11:45:06,539 - mmaction - INFO - Epoch [206][860/1879] lr: 9.477e-03, eta: 22:41:37, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7973, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.8747 2021-07-17 11:45:23,390 - mmaction - INFO - Epoch [206][880/1879] lr: 9.477e-03, eta: 22:41:19, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8020, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.8874 2021-07-17 11:45:40,107 - mmaction - INFO - Epoch [206][900/1879] lr: 9.477e-03, eta: 22:41:01, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5758, top5_acc: 0.7941, loss_cls: 1.7806, loss: 1.7806, grad_norm: 4.9663 2021-07-17 11:45:56,710 - mmaction - INFO - Epoch [206][920/1879] lr: 9.477e-03, eta: 22:40:43, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6012, top5_acc: 0.7910, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.7799 2021-07-17 11:46:13,487 - mmaction - INFO - Epoch [206][940/1879] lr: 9.477e-03, eta: 22:40:25, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.9665 2021-07-17 11:46:30,115 - mmaction - INFO - Epoch [206][960/1879] lr: 9.477e-03, eta: 22:40:07, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5922, top5_acc: 0.7996, loss_cls: 1.7711, loss: 1.7711, grad_norm: 4.9525 2021-07-17 11:46:46,951 - mmaction - INFO - Epoch [206][980/1879] lr: 9.477e-03, eta: 22:39:49, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.8125, loss: 1.8125, grad_norm: 4.9326 2021-07-17 11:47:03,697 - mmaction - INFO - Epoch [206][1000/1879] lr: 9.477e-03, eta: 22:39:31, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5930, top5_acc: 0.7965, loss_cls: 1.7807, loss: 1.7807, grad_norm: 4.7977 2021-07-17 11:47:20,370 - mmaction - INFO - Epoch [206][1020/1879] lr: 9.477e-03, eta: 22:39:13, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5969, top5_acc: 0.7941, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.7989 2021-07-17 11:47:37,081 - mmaction - INFO - Epoch [206][1040/1879] lr: 9.477e-03, eta: 22:38:55, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7930, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.8873 2021-07-17 11:47:53,791 - mmaction - INFO - Epoch [206][1060/1879] lr: 9.477e-03, eta: 22:38:37, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8004, loss_cls: 1.7157, loss: 1.7157, grad_norm: 4.8516 2021-07-17 11:48:10,555 - mmaction - INFO - Epoch [206][1080/1879] lr: 9.477e-03, eta: 22:38:19, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7957, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.9460 2021-07-17 11:48:27,336 - mmaction - INFO - Epoch [206][1100/1879] lr: 9.477e-03, eta: 22:38:01, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5945, top5_acc: 0.7988, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.8339 2021-07-17 11:48:44,165 - mmaction - INFO - Epoch [206][1120/1879] lr: 9.477e-03, eta: 22:37:43, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.7106, loss: 1.7106, grad_norm: 4.8149 2021-07-17 11:49:00,977 - mmaction - INFO - Epoch [206][1140/1879] lr: 9.477e-03, eta: 22:37:25, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8035, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.9128 2021-07-17 11:49:17,651 - mmaction - INFO - Epoch [206][1160/1879] lr: 9.477e-03, eta: 22:37:07, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7980, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.8956 2021-07-17 11:49:34,441 - mmaction - INFO - Epoch [206][1180/1879] lr: 9.477e-03, eta: 22:36:49, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7808, loss: 1.7808, grad_norm: 5.0032 2021-07-17 11:49:51,111 - mmaction - INFO - Epoch [206][1200/1879] lr: 9.477e-03, eta: 22:36:31, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.7247, loss: 1.7247, grad_norm: 4.8803 2021-07-17 11:50:07,891 - mmaction - INFO - Epoch [206][1220/1879] lr: 9.477e-03, eta: 22:36:13, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5918, top5_acc: 0.8086, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.8322 2021-07-17 11:50:24,699 - mmaction - INFO - Epoch [206][1240/1879] lr: 9.477e-03, eta: 22:35:55, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5816, top5_acc: 0.8000, loss_cls: 1.7290, loss: 1.7290, grad_norm: 4.9142 2021-07-17 11:50:41,533 - mmaction - INFO - Epoch [206][1260/1879] lr: 9.477e-03, eta: 22:35:37, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7934, loss_cls: 1.7556, loss: 1.7556, grad_norm: 5.0417 2021-07-17 11:50:58,399 - mmaction - INFO - Epoch [206][1280/1879] lr: 9.477e-03, eta: 22:35:20, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7863, loss_cls: 1.8205, loss: 1.8205, grad_norm: 5.0083 2021-07-17 11:51:15,217 - mmaction - INFO - Epoch [206][1300/1879] lr: 9.477e-03, eta: 22:35:02, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5902, top5_acc: 0.8012, loss_cls: 1.7669, loss: 1.7669, grad_norm: 4.8374 2021-07-17 11:51:31,961 - mmaction - INFO - Epoch [206][1320/1879] lr: 9.477e-03, eta: 22:34:44, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6839, loss: 1.6839, grad_norm: 4.7810 2021-07-17 11:51:48,574 - mmaction - INFO - Epoch [206][1340/1879] lr: 9.477e-03, eta: 22:34:26, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5984, top5_acc: 0.7949, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.9504 2021-07-17 11:52:05,253 - mmaction - INFO - Epoch [206][1360/1879] lr: 9.477e-03, eta: 22:34:08, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8098, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.8587 2021-07-17 11:52:22,104 - mmaction - INFO - Epoch [206][1380/1879] lr: 9.477e-03, eta: 22:33:50, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6043, top5_acc: 0.7977, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.8344 2021-07-17 11:52:38,938 - mmaction - INFO - Epoch [206][1400/1879] lr: 9.477e-03, eta: 22:33:32, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.5887, top5_acc: 0.7918, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.9250 2021-07-17 11:52:55,773 - mmaction - INFO - Epoch [206][1420/1879] lr: 9.477e-03, eta: 22:33:14, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8023, loss_cls: 1.7390, loss: 1.7390, grad_norm: 4.9249 2021-07-17 11:53:12,435 - mmaction - INFO - Epoch [206][1440/1879] lr: 9.477e-03, eta: 22:32:56, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5863, top5_acc: 0.8051, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.8845 2021-07-17 11:53:29,216 - mmaction - INFO - Epoch [206][1460/1879] lr: 9.477e-03, eta: 22:32:38, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5875, top5_acc: 0.8117, loss_cls: 1.7264, loss: 1.7264, grad_norm: 4.9009 2021-07-17 11:53:45,925 - mmaction - INFO - Epoch [206][1480/1879] lr: 9.477e-03, eta: 22:32:20, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5887, top5_acc: 0.7965, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.8825 2021-07-17 11:54:02,534 - mmaction - INFO - Epoch [206][1500/1879] lr: 9.477e-03, eta: 22:32:02, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8008, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.8440 2021-07-17 11:54:19,251 - mmaction - INFO - Epoch [206][1520/1879] lr: 9.477e-03, eta: 22:31:44, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7879, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.9438 2021-07-17 11:54:35,978 - mmaction - INFO - Epoch [206][1540/1879] lr: 9.477e-03, eta: 22:31:26, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8098, loss_cls: 1.6998, loss: 1.6998, grad_norm: 4.8750 2021-07-17 11:54:52,593 - mmaction - INFO - Epoch [206][1560/1879] lr: 9.477e-03, eta: 22:31:08, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8043, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.8655 2021-07-17 11:55:09,346 - mmaction - INFO - Epoch [206][1580/1879] lr: 9.477e-03, eta: 22:30:50, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5816, top5_acc: 0.7926, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.9755 2021-07-17 11:55:26,136 - mmaction - INFO - Epoch [206][1600/1879] lr: 9.477e-03, eta: 22:30:32, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5930, top5_acc: 0.7949, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.9676 2021-07-17 11:55:42,882 - mmaction - INFO - Epoch [206][1620/1879] lr: 9.477e-03, eta: 22:30:14, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5891, top5_acc: 0.8023, loss_cls: 1.7140, loss: 1.7140, grad_norm: 4.8782 2021-07-17 11:55:59,723 - mmaction - INFO - Epoch [206][1640/1879] lr: 9.477e-03, eta: 22:29:56, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.5742, top5_acc: 0.7910, loss_cls: 1.8152, loss: 1.8152, grad_norm: 5.1266 2021-07-17 11:56:16,533 - mmaction - INFO - Epoch [206][1660/1879] lr: 9.477e-03, eta: 22:29:38, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.5871, top5_acc: 0.7887, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.9121 2021-07-17 11:56:33,205 - mmaction - INFO - Epoch [206][1680/1879] lr: 9.477e-03, eta: 22:29:20, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.7976, loss: 1.7976, grad_norm: 4.9516 2021-07-17 11:56:50,032 - mmaction - INFO - Epoch [206][1700/1879] lr: 9.477e-03, eta: 22:29:02, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8020, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.7998 2021-07-17 11:57:06,937 - mmaction - INFO - Epoch [206][1720/1879] lr: 9.477e-03, eta: 22:28:45, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.5801, top5_acc: 0.7883, loss_cls: 1.8233, loss: 1.8233, grad_norm: 4.9405 2021-07-17 11:57:23,578 - mmaction - INFO - Epoch [206][1740/1879] lr: 9.477e-03, eta: 22:28:27, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5922, top5_acc: 0.7887, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.8613 2021-07-17 11:57:40,364 - mmaction - INFO - Epoch [206][1760/1879] lr: 9.477e-03, eta: 22:28:09, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8039, loss_cls: 1.7159, loss: 1.7159, grad_norm: 4.8451 2021-07-17 11:57:57,243 - mmaction - INFO - Epoch [206][1780/1879] lr: 9.477e-03, eta: 22:27:51, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.7033 2021-07-17 11:58:13,902 - mmaction - INFO - Epoch [206][1800/1879] lr: 9.477e-03, eta: 22:27:33, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7980, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.9561 2021-07-17 11:58:30,687 - mmaction - INFO - Epoch [206][1820/1879] lr: 9.477e-03, eta: 22:27:15, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7926, loss_cls: 1.7637, loss: 1.7637, grad_norm: 4.9193 2021-07-17 11:58:47,508 - mmaction - INFO - Epoch [206][1840/1879] lr: 9.477e-03, eta: 22:26:57, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.5871, top5_acc: 0.7809, loss_cls: 1.8732, loss: 1.8732, grad_norm: 4.9383 2021-07-17 11:59:04,333 - mmaction - INFO - Epoch [206][1860/1879] lr: 9.477e-03, eta: 22:26:39, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6023, top5_acc: 0.7941, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.8600 2021-07-17 11:59:25,326 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 11:59:25,330 - mmaction - INFO - 106 BN found 2021-07-17 12:04:22,925 - mmaction - INFO - BN stats updated 2021-07-17 12:06:22,774 - mmaction - INFO - Epoch [207][20/1879] lr: 9.121e-03, eta: 22:28:26, time: 5.889, data_time: 4.888, memory: 6455, top1_acc: 0.5961, top5_acc: 0.7957, loss_cls: 1.7678, loss: 1.7678, grad_norm: 4.9145 2021-07-17 12:06:38,891 - mmaction - INFO - Epoch [207][40/1879] lr: 9.121e-03, eta: 22:28:07, time: 0.806, data_time: 0.007, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8031, loss_cls: 1.7006, loss: 1.7006, grad_norm: 4.8669 2021-07-17 12:06:55,119 - mmaction - INFO - Epoch [207][60/1879] lr: 9.121e-03, eta: 22:27:48, time: 0.812, data_time: 0.005, memory: 6455, top1_acc: 0.5996, top5_acc: 0.7969, loss_cls: 1.7418, loss: 1.7418, grad_norm: 4.8295 2021-07-17 12:07:11,542 - mmaction - INFO - Epoch [207][80/1879] lr: 9.121e-03, eta: 22:27:30, time: 0.821, data_time: 0.003, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8102, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.9848 2021-07-17 12:07:27,906 - mmaction - INFO - Epoch [207][100/1879] lr: 9.121e-03, eta: 22:27:11, time: 0.818, data_time: 0.001, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8000, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.9257 2021-07-17 12:07:44,499 - mmaction - INFO - Epoch [207][120/1879] lr: 9.121e-03, eta: 22:26:53, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.9050 2021-07-17 12:08:01,231 - mmaction - INFO - Epoch [207][140/1879] lr: 9.121e-03, eta: 22:26:35, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8082, loss_cls: 1.6833, loss: 1.6833, grad_norm: 4.8313 2021-07-17 12:08:17,838 - mmaction - INFO - Epoch [207][160/1879] lr: 9.121e-03, eta: 22:26:16, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8020, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.8183 2021-07-17 12:08:34,441 - mmaction - INFO - Epoch [207][180/1879] lr: 9.121e-03, eta: 22:25:58, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8129, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.8024 2021-07-17 12:08:51,074 - mmaction - INFO - Epoch [207][200/1879] lr: 9.121e-03, eta: 22:25:40, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6070, top5_acc: 0.8113, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.9041 2021-07-17 12:09:07,434 - mmaction - INFO - Epoch [207][220/1879] lr: 9.121e-03, eta: 22:25:21, time: 0.819, data_time: 0.002, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8016, loss_cls: 1.7296, loss: 1.7296, grad_norm: 4.9685 2021-07-17 12:09:24,220 - mmaction - INFO - Epoch [207][240/1879] lr: 9.121e-03, eta: 22:25:03, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7965, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.9533 2021-07-17 12:09:40,990 - mmaction - INFO - Epoch [207][260/1879] lr: 9.121e-03, eta: 22:24:45, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.8750 2021-07-17 12:09:57,601 - mmaction - INFO - Epoch [207][280/1879] lr: 9.121e-03, eta: 22:24:27, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8004, loss_cls: 1.7332, loss: 1.7332, grad_norm: 4.8620 2021-07-17 12:10:14,568 - mmaction - INFO - Epoch [207][300/1879] lr: 9.121e-03, eta: 22:24:09, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5879, top5_acc: 0.8000, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.8006 2021-07-17 12:10:31,227 - mmaction - INFO - Epoch [207][320/1879] lr: 9.121e-03, eta: 22:23:51, time: 0.839, data_time: 0.008, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8137, loss_cls: 1.6900, loss: 1.6900, grad_norm: 4.8263 2021-07-17 12:10:47,996 - mmaction - INFO - Epoch [207][340/1879] lr: 9.121e-03, eta: 22:23:33, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8023, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.8322 2021-07-17 12:11:04,638 - mmaction - INFO - Epoch [207][360/1879] lr: 9.121e-03, eta: 22:23:15, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8105, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.8535 2021-07-17 12:11:21,350 - mmaction - INFO - Epoch [207][380/1879] lr: 9.121e-03, eta: 22:22:57, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.5957, top5_acc: 0.8039, loss_cls: 1.7373, loss: 1.7373, grad_norm: 4.9286 2021-07-17 12:11:38,148 - mmaction - INFO - Epoch [207][400/1879] lr: 9.121e-03, eta: 22:22:39, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8148, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.9074 2021-07-17 12:11:54,841 - mmaction - INFO - Epoch [207][420/1879] lr: 9.121e-03, eta: 22:22:21, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8098, loss_cls: 1.7110, loss: 1.7110, grad_norm: 4.9093 2021-07-17 12:12:11,569 - mmaction - INFO - Epoch [207][440/1879] lr: 9.121e-03, eta: 22:22:03, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8059, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.9973 2021-07-17 12:12:28,389 - mmaction - INFO - Epoch [207][460/1879] lr: 9.121e-03, eta: 22:21:45, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8004, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.8895 2021-07-17 12:12:45,164 - mmaction - INFO - Epoch [207][480/1879] lr: 9.121e-03, eta: 22:21:27, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.9601 2021-07-17 12:13:01,788 - mmaction - INFO - Epoch [207][500/1879] lr: 9.121e-03, eta: 22:21:09, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5996, top5_acc: 0.8055, loss_cls: 1.6995, loss: 1.6995, grad_norm: 4.9486 2021-07-17 12:13:18,697 - mmaction - INFO - Epoch [207][520/1879] lr: 9.121e-03, eta: 22:20:51, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5984, top5_acc: 0.7953, loss_cls: 1.7603, loss: 1.7603, grad_norm: 4.9159 2021-07-17 12:13:35,507 - mmaction - INFO - Epoch [207][540/1879] lr: 9.121e-03, eta: 22:20:33, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5961, top5_acc: 0.8113, loss_cls: 1.6857, loss: 1.6857, grad_norm: 4.9486 2021-07-17 12:13:52,303 - mmaction - INFO - Epoch [207][560/1879] lr: 9.121e-03, eta: 22:20:15, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5754, top5_acc: 0.7816, loss_cls: 1.8531, loss: 1.8531, grad_norm: 4.9952 2021-07-17 12:14:09,050 - mmaction - INFO - Epoch [207][580/1879] lr: 9.121e-03, eta: 22:19:57, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8082, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.8852 2021-07-17 12:14:25,893 - mmaction - INFO - Epoch [207][600/1879] lr: 9.121e-03, eta: 22:19:40, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8008, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.7962 2021-07-17 12:14:42,483 - mmaction - INFO - Epoch [207][620/1879] lr: 9.121e-03, eta: 22:19:21, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5914, top5_acc: 0.8020, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.9577 2021-07-17 12:14:59,223 - mmaction - INFO - Epoch [207][640/1879] lr: 9.121e-03, eta: 22:19:03, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6070, top5_acc: 0.7996, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.9029 2021-07-17 12:15:15,866 - mmaction - INFO - Epoch [207][660/1879] lr: 9.121e-03, eta: 22:18:45, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8086, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.7348 2021-07-17 12:15:32,674 - mmaction - INFO - Epoch [207][680/1879] lr: 9.121e-03, eta: 22:18:27, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8121, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.9427 2021-07-17 12:15:49,239 - mmaction - INFO - Epoch [207][700/1879] lr: 9.121e-03, eta: 22:18:09, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8070, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.9411 2021-07-17 12:16:06,356 - mmaction - INFO - Epoch [207][720/1879] lr: 9.121e-03, eta: 22:17:51, time: 0.855, data_time: 0.004, memory: 6455, top1_acc: 0.5867, top5_acc: 0.8066, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.0336 2021-07-17 12:16:23,049 - mmaction - INFO - Epoch [207][740/1879] lr: 9.121e-03, eta: 22:17:33, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8105, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.9279 2021-07-17 12:16:39,795 - mmaction - INFO - Epoch [207][760/1879] lr: 9.121e-03, eta: 22:17:15, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5766, top5_acc: 0.7957, loss_cls: 1.7928, loss: 1.7928, grad_norm: 5.1098 2021-07-17 12:16:56,498 - mmaction - INFO - Epoch [207][780/1879] lr: 9.121e-03, eta: 22:16:57, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8020, loss_cls: 1.7464, loss: 1.7464, grad_norm: 4.9745 2021-07-17 12:17:13,466 - mmaction - INFO - Epoch [207][800/1879] lr: 9.121e-03, eta: 22:16:40, time: 0.848, data_time: 0.001, memory: 6455, top1_acc: 0.5887, top5_acc: 0.7992, loss_cls: 1.7416, loss: 1.7416, grad_norm: 4.9071 2021-07-17 12:17:30,095 - mmaction - INFO - Epoch [207][820/1879] lr: 9.121e-03, eta: 22:16:22, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5922, top5_acc: 0.8035, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.9333 2021-07-17 12:17:46,723 - mmaction - INFO - Epoch [207][840/1879] lr: 9.121e-03, eta: 22:16:03, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8039, loss_cls: 1.7306, loss: 1.7306, grad_norm: 4.9626 2021-07-17 12:18:03,391 - mmaction - INFO - Epoch [207][860/1879] lr: 9.121e-03, eta: 22:15:45, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7883, loss_cls: 1.7880, loss: 1.7880, grad_norm: 5.0912 2021-07-17 12:18:20,116 - mmaction - INFO - Epoch [207][880/1879] lr: 9.121e-03, eta: 22:15:27, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8074, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.9447 2021-07-17 12:18:36,858 - mmaction - INFO - Epoch [207][900/1879] lr: 9.121e-03, eta: 22:15:09, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5934, top5_acc: 0.8008, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.0449 2021-07-17 12:18:53,619 - mmaction - INFO - Epoch [207][920/1879] lr: 9.121e-03, eta: 22:14:51, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7988, loss_cls: 1.7716, loss: 1.7716, grad_norm: 5.0188 2021-07-17 12:19:10,126 - mmaction - INFO - Epoch [207][940/1879] lr: 9.121e-03, eta: 22:14:33, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7949, loss_cls: 1.7790, loss: 1.7790, grad_norm: 4.9801 2021-07-17 12:19:26,798 - mmaction - INFO - Epoch [207][960/1879] lr: 9.121e-03, eta: 22:14:15, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8207, loss_cls: 1.6640, loss: 1.6640, grad_norm: 4.9240 2021-07-17 12:19:43,347 - mmaction - INFO - Epoch [207][980/1879] lr: 9.121e-03, eta: 22:13:56, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5906, top5_acc: 0.7883, loss_cls: 1.8084, loss: 1.8084, grad_norm: 5.1398 2021-07-17 12:19:59,936 - mmaction - INFO - Epoch [207][1000/1879] lr: 9.121e-03, eta: 22:13:38, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8020, loss_cls: 1.7114, loss: 1.7114, grad_norm: 4.8820 2021-07-17 12:20:16,483 - mmaction - INFO - Epoch [207][1020/1879] lr: 9.121e-03, eta: 22:13:20, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6039, top5_acc: 0.8020, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.9155 2021-07-17 12:20:33,288 - mmaction - INFO - Epoch [207][1040/1879] lr: 9.121e-03, eta: 22:13:02, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.0993 2021-07-17 12:20:49,880 - mmaction - INFO - Epoch [207][1060/1879] lr: 9.121e-03, eta: 22:12:44, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8012, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.9306 2021-07-17 12:21:06,528 - mmaction - INFO - Epoch [207][1080/1879] lr: 9.121e-03, eta: 22:12:26, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5992, top5_acc: 0.7984, loss_cls: 1.7613, loss: 1.7613, grad_norm: 5.0137 2021-07-17 12:21:23,375 - mmaction - INFO - Epoch [207][1100/1879] lr: 9.121e-03, eta: 22:12:08, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8066, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.0618 2021-07-17 12:21:40,232 - mmaction - INFO - Epoch [207][1120/1879] lr: 9.121e-03, eta: 22:11:50, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.5984, top5_acc: 0.7949, loss_cls: 1.7343, loss: 1.7343, grad_norm: 5.0128 2021-07-17 12:21:56,911 - mmaction - INFO - Epoch [207][1140/1879] lr: 9.121e-03, eta: 22:11:32, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.5996, top5_acc: 0.8203, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.9690 2021-07-17 12:22:13,659 - mmaction - INFO - Epoch [207][1160/1879] lr: 9.121e-03, eta: 22:11:14, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.5973, top5_acc: 0.7988, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.9322 2021-07-17 12:22:30,422 - mmaction - INFO - Epoch [207][1180/1879] lr: 9.121e-03, eta: 22:10:56, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8098, loss_cls: 1.6996, loss: 1.6996, grad_norm: 4.9412 2021-07-17 12:22:47,151 - mmaction - INFO - Epoch [207][1200/1879] lr: 9.121e-03, eta: 22:10:38, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8063, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.9475 2021-07-17 12:23:03,825 - mmaction - INFO - Epoch [207][1220/1879] lr: 9.121e-03, eta: 22:10:20, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5969, top5_acc: 0.7984, loss_cls: 1.7417, loss: 1.7417, grad_norm: 5.0419 2021-07-17 12:23:20,435 - mmaction - INFO - Epoch [207][1240/1879] lr: 9.121e-03, eta: 22:10:02, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5992, top5_acc: 0.7934, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.8903 2021-07-17 12:23:37,277 - mmaction - INFO - Epoch [207][1260/1879] lr: 9.121e-03, eta: 22:09:44, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8043, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.6800 2021-07-17 12:23:54,024 - mmaction - INFO - Epoch [207][1280/1879] lr: 9.121e-03, eta: 22:09:26, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5949, top5_acc: 0.8020, loss_cls: 1.7177, loss: 1.7177, grad_norm: 4.9030 2021-07-17 12:24:10,836 - mmaction - INFO - Epoch [207][1300/1879] lr: 9.121e-03, eta: 22:09:08, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.5840, top5_acc: 0.7934, loss_cls: 1.7843, loss: 1.7843, grad_norm: 5.0462 2021-07-17 12:24:27,576 - mmaction - INFO - Epoch [207][1320/1879] lr: 9.121e-03, eta: 22:08:50, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8063, loss_cls: 1.6927, loss: 1.6927, grad_norm: 5.0003 2021-07-17 12:24:44,140 - mmaction - INFO - Epoch [207][1340/1879] lr: 9.121e-03, eta: 22:08:32, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8008, loss_cls: 1.7000, loss: 1.7000, grad_norm: 4.9611 2021-07-17 12:25:00,904 - mmaction - INFO - Epoch [207][1360/1879] lr: 9.121e-03, eta: 22:08:14, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.5879, top5_acc: 0.8082, loss_cls: 1.7575, loss: 1.7575, grad_norm: 5.0247 2021-07-17 12:25:17,599 - mmaction - INFO - Epoch [207][1380/1879] lr: 9.121e-03, eta: 22:07:56, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8016, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.0051 2021-07-17 12:25:34,346 - mmaction - INFO - Epoch [207][1400/1879] lr: 9.121e-03, eta: 22:07:38, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5996, top5_acc: 0.7988, loss_cls: 1.7359, loss: 1.7359, grad_norm: 4.9264 2021-07-17 12:25:51,090 - mmaction - INFO - Epoch [207][1420/1879] lr: 9.121e-03, eta: 22:07:20, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.8039, loss: 1.8039, grad_norm: 4.9774 2021-07-17 12:26:07,934 - mmaction - INFO - Epoch [207][1440/1879] lr: 9.121e-03, eta: 22:07:02, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7930, loss_cls: 1.7939, loss: 1.7939, grad_norm: 5.0920 2021-07-17 12:26:24,678 - mmaction - INFO - Epoch [207][1460/1879] lr: 9.121e-03, eta: 22:06:44, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.7005, loss: 1.7005, grad_norm: 4.9154 2021-07-17 12:26:41,479 - mmaction - INFO - Epoch [207][1480/1879] lr: 9.121e-03, eta: 22:06:26, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5980, top5_acc: 0.7969, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.8540 2021-07-17 12:26:58,128 - mmaction - INFO - Epoch [207][1500/1879] lr: 9.121e-03, eta: 22:06:08, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8066, loss_cls: 1.6642, loss: 1.6642, grad_norm: 4.7770 2021-07-17 12:27:14,692 - mmaction - INFO - Epoch [207][1520/1879] lr: 9.121e-03, eta: 22:05:50, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8051, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.9148 2021-07-17 12:27:31,735 - mmaction - INFO - Epoch [207][1540/1879] lr: 9.121e-03, eta: 22:05:32, time: 0.853, data_time: 0.004, memory: 6455, top1_acc: 0.5918, top5_acc: 0.8098, loss_cls: 1.7275, loss: 1.7275, grad_norm: 4.9675 2021-07-17 12:27:48,494 - mmaction - INFO - Epoch [207][1560/1879] lr: 9.121e-03, eta: 22:05:15, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5840, top5_acc: 0.8051, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.9299 2021-07-17 12:28:05,337 - mmaction - INFO - Epoch [207][1580/1879] lr: 9.121e-03, eta: 22:04:57, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.5934, top5_acc: 0.8023, loss_cls: 1.7438, loss: 1.7438, grad_norm: 4.9169 2021-07-17 12:28:21,970 - mmaction - INFO - Epoch [207][1600/1879] lr: 9.121e-03, eta: 22:04:39, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5965, top5_acc: 0.8090, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.9937 2021-07-17 12:28:38,486 - mmaction - INFO - Epoch [207][1620/1879] lr: 9.121e-03, eta: 22:04:20, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5902, top5_acc: 0.7957, loss_cls: 1.7955, loss: 1.7955, grad_norm: 5.0370 2021-07-17 12:28:55,191 - mmaction - INFO - Epoch [207][1640/1879] lr: 9.121e-03, eta: 22:04:02, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8023, loss_cls: 1.7499, loss: 1.7499, grad_norm: 5.0210 2021-07-17 12:29:11,853 - mmaction - INFO - Epoch [207][1660/1879] lr: 9.121e-03, eta: 22:03:44, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5898, top5_acc: 0.8035, loss_cls: 1.7443, loss: 1.7443, grad_norm: 4.9278 2021-07-17 12:29:28,782 - mmaction - INFO - Epoch [207][1680/1879] lr: 9.121e-03, eta: 22:03:26, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.0900 2021-07-17 12:29:45,431 - mmaction - INFO - Epoch [207][1700/1879] lr: 9.121e-03, eta: 22:03:08, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5883, top5_acc: 0.7914, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.0033 2021-07-17 12:30:02,192 - mmaction - INFO - Epoch [207][1720/1879] lr: 9.121e-03, eta: 22:02:50, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8012, loss_cls: 1.7396, loss: 1.7396, grad_norm: 4.9398 2021-07-17 12:30:18,883 - mmaction - INFO - Epoch [207][1740/1879] lr: 9.121e-03, eta: 22:02:32, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8035, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.9853 2021-07-17 12:30:35,599 - mmaction - INFO - Epoch [207][1760/1879] lr: 9.121e-03, eta: 22:02:14, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8051, loss_cls: 1.6410, loss: 1.6410, grad_norm: 4.7421 2021-07-17 12:30:52,248 - mmaction - INFO - Epoch [207][1780/1879] lr: 9.121e-03, eta: 22:01:56, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5875, top5_acc: 0.7996, loss_cls: 1.7682, loss: 1.7682, grad_norm: 4.9296 2021-07-17 12:31:09,019 - mmaction - INFO - Epoch [207][1800/1879] lr: 9.121e-03, eta: 22:01:38, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5758, top5_acc: 0.8047, loss_cls: 1.7747, loss: 1.7747, grad_norm: 5.0270 2021-07-17 12:31:25,741 - mmaction - INFO - Epoch [207][1820/1879] lr: 9.121e-03, eta: 22:01:20, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.5996, top5_acc: 0.8129, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.9408 2021-07-17 12:31:42,665 - mmaction - INFO - Epoch [207][1840/1879] lr: 9.121e-03, eta: 22:01:03, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.5918, top5_acc: 0.7922, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.9698 2021-07-17 12:31:59,569 - mmaction - INFO - Epoch [207][1860/1879] lr: 9.121e-03, eta: 22:00:45, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7965, loss_cls: 1.7769, loss: 1.7769, grad_norm: 5.0086 2021-07-17 12:32:25,905 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 12:32:25,916 - mmaction - INFO - 106 BN found 2021-07-17 12:37:13,168 - mmaction - INFO - BN stats updated 2021-07-17 12:38:26,973 - mmaction - INFO - Epoch [208][20/1879] lr: 8.771e-03, eta: 22:01:12, time: 3.588, data_time: 2.681, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8004, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.9260 2021-07-17 12:38:43,173 - mmaction - INFO - Epoch [208][40/1879] lr: 8.771e-03, eta: 22:00:53, time: 0.811, data_time: 0.006, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6719, loss: 1.6719, grad_norm: 4.8407 2021-07-17 12:38:59,601 - mmaction - INFO - Epoch [208][60/1879] lr: 8.771e-03, eta: 22:00:35, time: 0.821, data_time: 0.003, memory: 6455, top1_acc: 0.5914, top5_acc: 0.7969, loss_cls: 1.7641, loss: 1.7641, grad_norm: 5.0044 2021-07-17 12:39:16,272 - mmaction - INFO - Epoch [208][80/1879] lr: 8.771e-03, eta: 22:00:16, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8105, loss_cls: 1.6612, loss: 1.6612, grad_norm: 4.9058 2021-07-17 12:39:32,824 - mmaction - INFO - Epoch [208][100/1879] lr: 8.771e-03, eta: 21:59:58, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8035, loss_cls: 1.7002, loss: 1.7002, grad_norm: 4.8284 2021-07-17 12:39:49,382 - mmaction - INFO - Epoch [208][120/1879] lr: 8.771e-03, eta: 21:59:40, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.5992, top5_acc: 0.7965, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.9493 2021-07-17 12:40:06,018 - mmaction - INFO - Epoch [208][140/1879] lr: 8.771e-03, eta: 21:59:22, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8004, loss_cls: 1.7587, loss: 1.7587, grad_norm: 4.9688 2021-07-17 12:40:22,764 - mmaction - INFO - Epoch [208][160/1879] lr: 8.771e-03, eta: 21:59:04, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.5902, top5_acc: 0.7984, loss_cls: 1.7704, loss: 1.7704, grad_norm: 5.0295 2021-07-17 12:40:39,384 - mmaction - INFO - Epoch [208][180/1879] lr: 8.771e-03, eta: 21:58:46, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6035, top5_acc: 0.7984, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.9114 2021-07-17 12:40:55,812 - mmaction - INFO - Epoch [208][200/1879] lr: 8.771e-03, eta: 21:58:27, time: 0.820, data_time: 0.004, memory: 6455, top1_acc: 0.5984, top5_acc: 0.7996, loss_cls: 1.7362, loss: 1.7362, grad_norm: 4.9447 2021-07-17 12:41:12,391 - mmaction - INFO - Epoch [208][220/1879] lr: 8.771e-03, eta: 21:58:09, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8043, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.8451 2021-07-17 12:41:29,075 - mmaction - INFO - Epoch [208][240/1879] lr: 8.771e-03, eta: 21:57:51, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8129, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.0598 2021-07-17 12:41:45,735 - mmaction - INFO - Epoch [208][260/1879] lr: 8.771e-03, eta: 21:57:33, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5914, top5_acc: 0.8121, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.9205 2021-07-17 12:42:02,318 - mmaction - INFO - Epoch [208][280/1879] lr: 8.771e-03, eta: 21:57:15, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6965, loss: 1.6965, grad_norm: 4.9180 2021-07-17 12:42:19,201 - mmaction - INFO - Epoch [208][300/1879] lr: 8.771e-03, eta: 21:56:57, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.0790 2021-07-17 12:42:35,922 - mmaction - INFO - Epoch [208][320/1879] lr: 8.771e-03, eta: 21:56:39, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8031, loss_cls: 1.7274, loss: 1.7274, grad_norm: 4.9173 2021-07-17 12:42:52,701 - mmaction - INFO - Epoch [208][340/1879] lr: 8.771e-03, eta: 21:56:21, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5855, top5_acc: 0.7895, loss_cls: 1.7818, loss: 1.7818, grad_norm: 4.9371 2021-07-17 12:43:09,285 - mmaction - INFO - Epoch [208][360/1879] lr: 8.771e-03, eta: 21:56:03, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6074, top5_acc: 0.7996, loss_cls: 1.7344, loss: 1.7344, grad_norm: 4.9065 2021-07-17 12:43:25,888 - mmaction - INFO - Epoch [208][380/1879] lr: 8.771e-03, eta: 21:55:45, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8082, loss_cls: 1.6783, loss: 1.6783, grad_norm: 4.8389 2021-07-17 12:43:42,584 - mmaction - INFO - Epoch [208][400/1879] lr: 8.771e-03, eta: 21:55:26, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.9565 2021-07-17 12:43:59,318 - mmaction - INFO - Epoch [208][420/1879] lr: 8.771e-03, eta: 21:55:08, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8137, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.0447 2021-07-17 12:44:16,150 - mmaction - INFO - Epoch [208][440/1879] lr: 8.771e-03, eta: 21:54:51, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5813, top5_acc: 0.8023, loss_cls: 1.7554, loss: 1.7554, grad_norm: 5.0138 2021-07-17 12:44:32,836 - mmaction - INFO - Epoch [208][460/1879] lr: 8.771e-03, eta: 21:54:33, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5934, top5_acc: 0.8063, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.0150 2021-07-17 12:44:49,685 - mmaction - INFO - Epoch [208][480/1879] lr: 8.771e-03, eta: 21:54:15, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.9836 2021-07-17 12:45:06,419 - mmaction - INFO - Epoch [208][500/1879] lr: 8.771e-03, eta: 21:53:57, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8059, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.9266 2021-07-17 12:45:23,003 - mmaction - INFO - Epoch [208][520/1879] lr: 8.771e-03, eta: 21:53:39, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8043, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.9548 2021-07-17 12:45:39,827 - mmaction - INFO - Epoch [208][540/1879] lr: 8.771e-03, eta: 21:53:21, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8148, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.0406 2021-07-17 12:45:56,677 - mmaction - INFO - Epoch [208][560/1879] lr: 8.771e-03, eta: 21:53:03, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.5813, top5_acc: 0.7949, loss_cls: 1.7863, loss: 1.7863, grad_norm: 5.1791 2021-07-17 12:46:13,314 - mmaction - INFO - Epoch [208][580/1879] lr: 8.771e-03, eta: 21:52:45, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8168, loss_cls: 1.6442, loss: 1.6442, grad_norm: 4.9404 2021-07-17 12:46:29,966 - mmaction - INFO - Epoch [208][600/1879] lr: 8.771e-03, eta: 21:52:27, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8059, loss_cls: 1.7098, loss: 1.7098, grad_norm: 4.7941 2021-07-17 12:46:46,569 - mmaction - INFO - Epoch [208][620/1879] lr: 8.771e-03, eta: 21:52:09, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8078, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.8595 2021-07-17 12:47:03,168 - mmaction - INFO - Epoch [208][640/1879] lr: 8.771e-03, eta: 21:51:50, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8023, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.9688 2021-07-17 12:47:20,060 - mmaction - INFO - Epoch [208][660/1879] lr: 8.771e-03, eta: 21:51:33, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.5918, top5_acc: 0.7945, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.9897 2021-07-17 12:47:37,306 - mmaction - INFO - Epoch [208][680/1879] lr: 8.771e-03, eta: 21:51:16, time: 0.862, data_time: 0.002, memory: 6455, top1_acc: 0.5852, top5_acc: 0.8051, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.0101 2021-07-17 12:47:54,093 - mmaction - INFO - Epoch [208][700/1879] lr: 8.771e-03, eta: 21:50:58, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8008, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.0151 2021-07-17 12:48:11,138 - mmaction - INFO - Epoch [208][720/1879] lr: 8.771e-03, eta: 21:50:40, time: 0.853, data_time: 0.002, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8023, loss_cls: 1.7030, loss: 1.7030, grad_norm: 4.9481 2021-07-17 12:48:27,837 - mmaction - INFO - Epoch [208][740/1879] lr: 8.771e-03, eta: 21:50:22, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7949, loss_cls: 1.7618, loss: 1.7618, grad_norm: 5.0228 2021-07-17 12:48:44,605 - mmaction - INFO - Epoch [208][760/1879] lr: 8.771e-03, eta: 21:50:04, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8102, loss_cls: 1.6570, loss: 1.6570, grad_norm: 4.9616 2021-07-17 12:49:01,568 - mmaction - INFO - Epoch [208][780/1879] lr: 8.771e-03, eta: 21:49:47, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7937, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.0856 2021-07-17 12:49:18,160 - mmaction - INFO - Epoch [208][800/1879] lr: 8.771e-03, eta: 21:49:28, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.5855, top5_acc: 0.8063, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.9331 2021-07-17 12:49:34,944 - mmaction - INFO - Epoch [208][820/1879] lr: 8.771e-03, eta: 21:49:11, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.7835, loss: 1.7835, grad_norm: 5.0670 2021-07-17 12:49:51,410 - mmaction - INFO - Epoch [208][840/1879] lr: 8.771e-03, eta: 21:48:52, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8125, loss_cls: 1.6768, loss: 1.6768, grad_norm: 4.9155 2021-07-17 12:50:07,995 - mmaction - INFO - Epoch [208][860/1879] lr: 8.771e-03, eta: 21:48:34, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8133, loss_cls: 1.6583, loss: 1.6583, grad_norm: 4.8645 2021-07-17 12:50:24,697 - mmaction - INFO - Epoch [208][880/1879] lr: 8.771e-03, eta: 21:48:16, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8199, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.0750 2021-07-17 12:50:41,365 - mmaction - INFO - Epoch [208][900/1879] lr: 8.771e-03, eta: 21:47:58, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8172, loss_cls: 1.6680, loss: 1.6680, grad_norm: 4.9150 2021-07-17 12:50:58,140 - mmaction - INFO - Epoch [208][920/1879] lr: 8.771e-03, eta: 21:47:40, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.8027, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.0179 2021-07-17 12:51:14,875 - mmaction - INFO - Epoch [208][940/1879] lr: 8.771e-03, eta: 21:47:22, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6082, top5_acc: 0.7965, loss_cls: 1.7368, loss: 1.7368, grad_norm: 4.9025 2021-07-17 12:51:31,556 - mmaction - INFO - Epoch [208][960/1879] lr: 8.771e-03, eta: 21:47:04, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8141, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.0722 2021-07-17 12:51:48,349 - mmaction - INFO - Epoch [208][980/1879] lr: 8.771e-03, eta: 21:46:46, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8086, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.0037 2021-07-17 12:52:04,977 - mmaction - INFO - Epoch [208][1000/1879] lr: 8.771e-03, eta: 21:46:28, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8098, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.0400 2021-07-17 12:52:21,619 - mmaction - INFO - Epoch [208][1020/1879] lr: 8.771e-03, eta: 21:46:10, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7996, loss_cls: 1.7625, loss: 1.7625, grad_norm: 5.0903 2021-07-17 12:52:38,393 - mmaction - INFO - Epoch [208][1040/1879] lr: 8.771e-03, eta: 21:45:52, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8090, loss_cls: 1.6835, loss: 1.6835, grad_norm: 4.9742 2021-07-17 12:52:54,988 - mmaction - INFO - Epoch [208][1060/1879] lr: 8.771e-03, eta: 21:45:34, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8004, loss_cls: 1.7404, loss: 1.7404, grad_norm: 4.9389 2021-07-17 12:53:11,703 - mmaction - INFO - Epoch [208][1080/1879] lr: 8.771e-03, eta: 21:45:16, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8039, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.0255 2021-07-17 12:53:28,243 - mmaction - INFO - Epoch [208][1100/1879] lr: 8.771e-03, eta: 21:44:58, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8094, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.0344 2021-07-17 12:53:45,042 - mmaction - INFO - Epoch [208][1120/1879] lr: 8.771e-03, eta: 21:44:40, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8027, loss_cls: 1.7039, loss: 1.7039, grad_norm: 5.0580 2021-07-17 12:54:01,655 - mmaction - INFO - Epoch [208][1140/1879] lr: 8.771e-03, eta: 21:44:22, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8039, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.0882 2021-07-17 12:54:18,349 - mmaction - INFO - Epoch [208][1160/1879] lr: 8.771e-03, eta: 21:44:04, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6023, top5_acc: 0.7910, loss_cls: 1.7571, loss: 1.7571, grad_norm: 5.0513 2021-07-17 12:54:35,085 - mmaction - INFO - Epoch [208][1180/1879] lr: 8.771e-03, eta: 21:43:46, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5887, top5_acc: 0.8004, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.1206 2021-07-17 12:54:51,734 - mmaction - INFO - Epoch [208][1200/1879] lr: 8.771e-03, eta: 21:43:28, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8094, loss_cls: 1.6871, loss: 1.6871, grad_norm: 4.9849 2021-07-17 12:55:08,448 - mmaction - INFO - Epoch [208][1220/1879] lr: 8.771e-03, eta: 21:43:10, time: 0.836, data_time: 0.008, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8125, loss_cls: 1.6477, loss: 1.6477, grad_norm: 4.9178 2021-07-17 12:55:25,125 - mmaction - INFO - Epoch [208][1240/1879] lr: 8.771e-03, eta: 21:42:52, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7137, loss: 1.7137, grad_norm: 5.0708 2021-07-17 12:55:41,854 - mmaction - INFO - Epoch [208][1260/1879] lr: 8.771e-03, eta: 21:42:34, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5879, top5_acc: 0.7965, loss_cls: 1.7601, loss: 1.7601, grad_norm: 5.0658 2021-07-17 12:55:58,544 - mmaction - INFO - Epoch [208][1280/1879] lr: 8.771e-03, eta: 21:42:16, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8047, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.9830 2021-07-17 12:56:15,232 - mmaction - INFO - Epoch [208][1300/1879] lr: 8.771e-03, eta: 21:41:58, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8090, loss_cls: 1.7064, loss: 1.7064, grad_norm: 4.9317 2021-07-17 12:56:31,872 - mmaction - INFO - Epoch [208][1320/1879] lr: 8.771e-03, eta: 21:41:40, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8070, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.0497 2021-07-17 12:56:48,515 - mmaction - INFO - Epoch [208][1340/1879] lr: 8.771e-03, eta: 21:41:21, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8039, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.0493 2021-07-17 12:57:05,081 - mmaction - INFO - Epoch [208][1360/1879] lr: 8.771e-03, eta: 21:41:03, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8004, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.0007 2021-07-17 12:57:21,711 - mmaction - INFO - Epoch [208][1380/1879] lr: 8.771e-03, eta: 21:40:45, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8055, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.9317 2021-07-17 12:57:38,438 - mmaction - INFO - Epoch [208][1400/1879] lr: 8.771e-03, eta: 21:40:27, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7984, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.9683 2021-07-17 12:57:55,020 - mmaction - INFO - Epoch [208][1420/1879] lr: 8.771e-03, eta: 21:40:09, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5859, top5_acc: 0.7988, loss_cls: 1.7734, loss: 1.7734, grad_norm: 5.0176 2021-07-17 12:58:11,727 - mmaction - INFO - Epoch [208][1440/1879] lr: 8.771e-03, eta: 21:39:51, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8004, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.9780 2021-07-17 12:58:28,283 - mmaction - INFO - Epoch [208][1460/1879] lr: 8.771e-03, eta: 21:39:33, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5949, top5_acc: 0.8137, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.0148 2021-07-17 12:58:44,915 - mmaction - INFO - Epoch [208][1480/1879] lr: 8.771e-03, eta: 21:39:15, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5973, top5_acc: 0.8152, loss_cls: 1.7131, loss: 1.7131, grad_norm: 5.1184 2021-07-17 12:59:01,506 - mmaction - INFO - Epoch [208][1500/1879] lr: 8.771e-03, eta: 21:38:57, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8074, loss_cls: 1.7114, loss: 1.7114, grad_norm: 4.9215 2021-07-17 12:59:18,237 - mmaction - INFO - Epoch [208][1520/1879] lr: 8.771e-03, eta: 21:38:39, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8184, loss_cls: 1.7010, loss: 1.7010, grad_norm: 5.0864 2021-07-17 12:59:35,013 - mmaction - INFO - Epoch [208][1540/1879] lr: 8.771e-03, eta: 21:38:21, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8012, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.9675 2021-07-17 12:59:51,373 - mmaction - INFO - Epoch [208][1560/1879] lr: 8.771e-03, eta: 21:38:02, time: 0.819, data_time: 0.001, memory: 6455, top1_acc: 0.5969, top5_acc: 0.7992, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.9951 2021-07-17 13:00:08,171 - mmaction - INFO - Epoch [208][1580/1879] lr: 8.771e-03, eta: 21:37:45, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5965, top5_acc: 0.8039, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.0261 2021-07-17 13:00:24,890 - mmaction - INFO - Epoch [208][1600/1879] lr: 8.771e-03, eta: 21:37:27, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6020, top5_acc: 0.7980, loss_cls: 1.6987, loss: 1.6987, grad_norm: 4.9215 2021-07-17 13:00:41,486 - mmaction - INFO - Epoch [208][1620/1879] lr: 8.771e-03, eta: 21:37:08, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8039, loss_cls: 1.6958, loss: 1.6958, grad_norm: 5.0269 2021-07-17 13:00:58,257 - mmaction - INFO - Epoch [208][1640/1879] lr: 8.771e-03, eta: 21:36:51, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5926, top5_acc: 0.7914, loss_cls: 1.7827, loss: 1.7827, grad_norm: 5.1093 2021-07-17 13:01:14,921 - mmaction - INFO - Epoch [208][1660/1879] lr: 8.771e-03, eta: 21:36:33, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5965, top5_acc: 0.8051, loss_cls: 1.7077, loss: 1.7077, grad_norm: 4.9161 2021-07-17 13:01:31,601 - mmaction - INFO - Epoch [208][1680/1879] lr: 8.771e-03, eta: 21:36:14, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5852, top5_acc: 0.8027, loss_cls: 1.7582, loss: 1.7582, grad_norm: 5.0671 2021-07-17 13:01:48,323 - mmaction - INFO - Epoch [208][1700/1879] lr: 8.771e-03, eta: 21:35:57, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8031, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.0309 2021-07-17 13:02:04,995 - mmaction - INFO - Epoch [208][1720/1879] lr: 8.771e-03, eta: 21:35:39, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.9925 2021-07-17 13:02:21,711 - mmaction - INFO - Epoch [208][1740/1879] lr: 8.771e-03, eta: 21:35:21, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.0373 2021-07-17 13:02:38,339 - mmaction - INFO - Epoch [208][1760/1879] lr: 8.771e-03, eta: 21:35:03, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8000, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.9402 2021-07-17 13:02:54,986 - mmaction - INFO - Epoch [208][1780/1879] lr: 8.771e-03, eta: 21:34:44, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8043, loss_cls: 1.7187, loss: 1.7187, grad_norm: 4.9465 2021-07-17 13:03:11,642 - mmaction - INFO - Epoch [208][1800/1879] lr: 8.771e-03, eta: 21:34:26, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8059, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.9795 2021-07-17 13:03:28,310 - mmaction - INFO - Epoch [208][1820/1879] lr: 8.771e-03, eta: 21:34:08, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6554, loss: 1.6554, grad_norm: 4.9534 2021-07-17 13:03:44,973 - mmaction - INFO - Epoch [208][1840/1879] lr: 8.771e-03, eta: 21:33:50, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8180, loss_cls: 1.6656, loss: 1.6656, grad_norm: 4.8899 2021-07-17 13:04:01,666 - mmaction - INFO - Epoch [208][1860/1879] lr: 8.771e-03, eta: 21:33:32, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6094, top5_acc: 0.7996, loss_cls: 1.7085, loss: 1.7085, grad_norm: 5.0203 2021-07-17 13:04:25,781 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 13:04:25,785 - mmaction - INFO - 106 BN found 2021-07-17 13:09:11,811 - mmaction - INFO - BN stats updated 2021-07-17 13:09:13,860 - mmaction - INFO - Saving checkpoint at 208 epochs 2021-07-17 13:10:34,400 - mmaction - INFO - Epoch [209][20/1879] lr: 8.427e-03, eta: 21:34:05, time: 3.899, data_time: 3.060, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.7087, loss: 1.7087, grad_norm: 4.9959 2021-07-17 13:10:50,526 - mmaction - INFO - Epoch [209][40/1879] lr: 8.427e-03, eta: 21:33:47, time: 0.806, data_time: 0.003, memory: 6455, top1_acc: 0.5879, top5_acc: 0.8043, loss_cls: 1.7442, loss: 1.7442, grad_norm: 5.1002 2021-07-17 13:11:06,765 - mmaction - INFO - Epoch [209][60/1879] lr: 8.427e-03, eta: 21:33:28, time: 0.812, data_time: 0.002, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.6463, loss: 1.6463, grad_norm: 4.9215 2021-07-17 13:11:23,196 - mmaction - INFO - Epoch [209][80/1879] lr: 8.427e-03, eta: 21:33:10, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8109, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.8167 2021-07-17 13:11:39,794 - mmaction - INFO - Epoch [209][100/1879] lr: 8.427e-03, eta: 21:32:51, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8172, loss_cls: 1.5994, loss: 1.5994, grad_norm: 4.8056 2021-07-17 13:11:56,360 - mmaction - INFO - Epoch [209][120/1879] lr: 8.427e-03, eta: 21:32:33, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8066, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.1782 2021-07-17 13:12:12,853 - mmaction - INFO - Epoch [209][140/1879] lr: 8.427e-03, eta: 21:32:15, time: 0.825, data_time: 0.007, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8082, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.1742 2021-07-17 13:12:29,511 - mmaction - INFO - Epoch [209][160/1879] lr: 8.427e-03, eta: 21:31:57, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5949, top5_acc: 0.8082, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.2277 2021-07-17 13:12:46,180 - mmaction - INFO - Epoch [209][180/1879] lr: 8.427e-03, eta: 21:31:39, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8023, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.1134 2021-07-17 13:13:02,761 - mmaction - INFO - Epoch [209][200/1879] lr: 8.427e-03, eta: 21:31:21, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8105, loss_cls: 1.7014, loss: 1.7014, grad_norm: 5.0620 2021-07-17 13:13:19,429 - mmaction - INFO - Epoch [209][220/1879] lr: 8.427e-03, eta: 21:31:03, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.5895, top5_acc: 0.8129, loss_cls: 1.7101, loss: 1.7101, grad_norm: 5.0854 2021-07-17 13:13:35,980 - mmaction - INFO - Epoch [209][240/1879] lr: 8.427e-03, eta: 21:30:44, time: 0.826, data_time: 0.006, memory: 6455, top1_acc: 0.6082, top5_acc: 0.7953, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.9001 2021-07-17 13:13:52,780 - mmaction - INFO - Epoch [209][260/1879] lr: 8.427e-03, eta: 21:30:26, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6059, top5_acc: 0.7984, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.0569 2021-07-17 13:14:09,481 - mmaction - INFO - Epoch [209][280/1879] lr: 8.427e-03, eta: 21:30:08, time: 0.839, data_time: 0.008, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8164, loss_cls: 1.6694, loss: 1.6694, grad_norm: 4.9853 2021-07-17 13:14:26,140 - mmaction - INFO - Epoch [209][300/1879] lr: 8.427e-03, eta: 21:29:50, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8078, loss_cls: 1.6433, loss: 1.6433, grad_norm: 4.9771 2021-07-17 13:14:42,822 - mmaction - INFO - Epoch [209][320/1879] lr: 8.427e-03, eta: 21:29:32, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8086, loss_cls: 1.7033, loss: 1.7033, grad_norm: 5.0679 2021-07-17 13:14:59,469 - mmaction - INFO - Epoch [209][340/1879] lr: 8.427e-03, eta: 21:29:14, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8086, loss_cls: 1.6879, loss: 1.6879, grad_norm: 5.0206 2021-07-17 13:15:16,145 - mmaction - INFO - Epoch [209][360/1879] lr: 8.427e-03, eta: 21:28:56, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8082, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.9257 2021-07-17 13:15:32,977 - mmaction - INFO - Epoch [209][380/1879] lr: 8.427e-03, eta: 21:28:38, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8008, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.9901 2021-07-17 13:15:49,603 - mmaction - INFO - Epoch [209][400/1879] lr: 8.427e-03, eta: 21:28:20, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.5992, top5_acc: 0.7988, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.0495 2021-07-17 13:16:06,441 - mmaction - INFO - Epoch [209][420/1879] lr: 8.427e-03, eta: 21:28:03, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6078, top5_acc: 0.7980, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.1399 2021-07-17 13:16:23,299 - mmaction - INFO - Epoch [209][440/1879] lr: 8.427e-03, eta: 21:27:45, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7607, loss: 1.7607, grad_norm: 5.0873 2021-07-17 13:16:39,807 - mmaction - INFO - Epoch [209][460/1879] lr: 8.427e-03, eta: 21:27:27, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8000, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.0936 2021-07-17 13:16:56,606 - mmaction - INFO - Epoch [209][480/1879] lr: 8.427e-03, eta: 21:27:09, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8051, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.0299 2021-07-17 13:17:13,225 - mmaction - INFO - Epoch [209][500/1879] lr: 8.427e-03, eta: 21:26:51, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5887, top5_acc: 0.8109, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.1711 2021-07-17 13:17:29,931 - mmaction - INFO - Epoch [209][520/1879] lr: 8.427e-03, eta: 21:26:33, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8113, loss_cls: 1.6938, loss: 1.6938, grad_norm: 4.9979 2021-07-17 13:17:46,627 - mmaction - INFO - Epoch [209][540/1879] lr: 8.427e-03, eta: 21:26:15, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.1245 2021-07-17 13:18:03,218 - mmaction - INFO - Epoch [209][560/1879] lr: 8.427e-03, eta: 21:25:57, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8180, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.9533 2021-07-17 13:18:19,956 - mmaction - INFO - Epoch [209][580/1879] lr: 8.427e-03, eta: 21:25:39, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6039, top5_acc: 0.8020, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.9670 2021-07-17 13:18:36,560 - mmaction - INFO - Epoch [209][600/1879] lr: 8.427e-03, eta: 21:25:21, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8078, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.9607 2021-07-17 13:18:53,374 - mmaction - INFO - Epoch [209][620/1879] lr: 8.427e-03, eta: 21:25:03, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.0231 2021-07-17 13:19:10,124 - mmaction - INFO - Epoch [209][640/1879] lr: 8.427e-03, eta: 21:24:45, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8074, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.8326 2021-07-17 13:19:26,731 - mmaction - INFO - Epoch [209][660/1879] lr: 8.427e-03, eta: 21:24:27, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8004, loss_cls: 1.7291, loss: 1.7291, grad_norm: 4.9824 2021-07-17 13:19:43,437 - mmaction - INFO - Epoch [209][680/1879] lr: 8.427e-03, eta: 21:24:09, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8063, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.9723 2021-07-17 13:20:00,003 - mmaction - INFO - Epoch [209][700/1879] lr: 8.427e-03, eta: 21:23:51, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.5770, top5_acc: 0.8027, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.0251 2021-07-17 13:20:16,464 - mmaction - INFO - Epoch [209][720/1879] lr: 8.427e-03, eta: 21:23:32, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.5883, top5_acc: 0.8012, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.0510 2021-07-17 13:20:33,274 - mmaction - INFO - Epoch [209][740/1879] lr: 8.427e-03, eta: 21:23:14, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8152, loss_cls: 1.6603, loss: 1.6603, grad_norm: 5.0068 2021-07-17 13:20:49,947 - mmaction - INFO - Epoch [209][760/1879] lr: 8.427e-03, eta: 21:22:56, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.6785, loss: 1.6785, grad_norm: 4.9966 2021-07-17 13:21:06,545 - mmaction - INFO - Epoch [209][780/1879] lr: 8.427e-03, eta: 21:22:38, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6027, top5_acc: 0.7973, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.0379 2021-07-17 13:21:23,217 - mmaction - INFO - Epoch [209][800/1879] lr: 8.427e-03, eta: 21:22:20, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7949, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.0094 2021-07-17 13:21:39,951 - mmaction - INFO - Epoch [209][820/1879] lr: 8.427e-03, eta: 21:22:02, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8023, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.0788 2021-07-17 13:21:56,633 - mmaction - INFO - Epoch [209][840/1879] lr: 8.427e-03, eta: 21:21:44, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8145, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.0930 2021-07-17 13:22:13,225 - mmaction - INFO - Epoch [209][860/1879] lr: 8.427e-03, eta: 21:21:26, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8129, loss_cls: 1.6650, loss: 1.6650, grad_norm: 4.9779 2021-07-17 13:22:30,046 - mmaction - INFO - Epoch [209][880/1879] lr: 8.427e-03, eta: 21:21:08, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8168, loss_cls: 1.6198, loss: 1.6198, grad_norm: 5.0060 2021-07-17 13:22:46,686 - mmaction - INFO - Epoch [209][900/1879] lr: 8.427e-03, eta: 21:20:50, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8070, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.9477 2021-07-17 13:23:03,401 - mmaction - INFO - Epoch [209][920/1879] lr: 8.427e-03, eta: 21:20:32, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6086, top5_acc: 0.7992, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.0793 2021-07-17 13:23:20,087 - mmaction - INFO - Epoch [209][940/1879] lr: 8.427e-03, eta: 21:20:14, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8035, loss_cls: 1.7576, loss: 1.7576, grad_norm: 5.1452 2021-07-17 13:23:36,755 - mmaction - INFO - Epoch [209][960/1879] lr: 8.427e-03, eta: 21:19:56, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8039, loss_cls: 1.7080, loss: 1.7080, grad_norm: 5.0556 2021-07-17 13:23:53,377 - mmaction - INFO - Epoch [209][980/1879] lr: 8.427e-03, eta: 21:19:38, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8063, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.1009 2021-07-17 13:24:10,014 - mmaction - INFO - Epoch [209][1000/1879] lr: 8.427e-03, eta: 21:19:20, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8027, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.9736 2021-07-17 13:24:26,792 - mmaction - INFO - Epoch [209][1020/1879] lr: 8.427e-03, eta: 21:19:03, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8020, loss_cls: 1.7070, loss: 1.7070, grad_norm: 5.0125 2021-07-17 13:24:43,536 - mmaction - INFO - Epoch [209][1040/1879] lr: 8.427e-03, eta: 21:18:45, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.9537 2021-07-17 13:25:00,160 - mmaction - INFO - Epoch [209][1060/1879] lr: 8.427e-03, eta: 21:18:26, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8086, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.0471 2021-07-17 13:25:16,833 - mmaction - INFO - Epoch [209][1080/1879] lr: 8.427e-03, eta: 21:18:09, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8098, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.1065 2021-07-17 13:25:33,557 - mmaction - INFO - Epoch [209][1100/1879] lr: 8.427e-03, eta: 21:17:51, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5965, top5_acc: 0.8121, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.0489 2021-07-17 13:25:50,134 - mmaction - INFO - Epoch [209][1120/1879] lr: 8.427e-03, eta: 21:17:32, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8148, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.1387 2021-07-17 13:26:06,884 - mmaction - INFO - Epoch [209][1140/1879] lr: 8.427e-03, eta: 21:17:15, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6070, top5_acc: 0.8082, loss_cls: 1.7275, loss: 1.7275, grad_norm: 5.0827 2021-07-17 13:26:23,704 - mmaction - INFO - Epoch [209][1160/1879] lr: 8.427e-03, eta: 21:16:57, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8090, loss_cls: 1.6919, loss: 1.6919, grad_norm: 5.1140 2021-07-17 13:26:40,380 - mmaction - INFO - Epoch [209][1180/1879] lr: 8.427e-03, eta: 21:16:39, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8074, loss_cls: 1.6915, loss: 1.6915, grad_norm: 4.9817 2021-07-17 13:26:57,096 - mmaction - INFO - Epoch [209][1200/1879] lr: 8.427e-03, eta: 21:16:21, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6055, top5_acc: 0.7992, loss_cls: 1.7321, loss: 1.7321, grad_norm: 4.9915 2021-07-17 13:27:13,689 - mmaction - INFO - Epoch [209][1220/1879] lr: 8.427e-03, eta: 21:16:03, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8047, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.0872 2021-07-17 13:27:30,453 - mmaction - INFO - Epoch [209][1240/1879] lr: 8.427e-03, eta: 21:15:45, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.5949, top5_acc: 0.8027, loss_cls: 1.7412, loss: 1.7412, grad_norm: 5.0664 2021-07-17 13:27:47,259 - mmaction - INFO - Epoch [209][1260/1879] lr: 8.427e-03, eta: 21:15:27, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7988, loss_cls: 1.7389, loss: 1.7389, grad_norm: 5.1500 2021-07-17 13:28:04,061 - mmaction - INFO - Epoch [209][1280/1879] lr: 8.427e-03, eta: 21:15:09, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5969, top5_acc: 0.7926, loss_cls: 1.7377, loss: 1.7377, grad_norm: 5.1558 2021-07-17 13:28:20,790 - mmaction - INFO - Epoch [209][1300/1879] lr: 8.427e-03, eta: 21:14:51, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8000, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.0022 2021-07-17 13:28:37,668 - mmaction - INFO - Epoch [209][1320/1879] lr: 8.427e-03, eta: 21:14:34, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8113, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.0695 2021-07-17 13:28:54,220 - mmaction - INFO - Epoch [209][1340/1879] lr: 8.427e-03, eta: 21:14:16, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8059, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.9674 2021-07-17 13:29:10,856 - mmaction - INFO - Epoch [209][1360/1879] lr: 8.427e-03, eta: 21:13:58, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8102, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.8935 2021-07-17 13:29:27,592 - mmaction - INFO - Epoch [209][1380/1879] lr: 8.427e-03, eta: 21:13:40, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.1018 2021-07-17 13:29:44,640 - mmaction - INFO - Epoch [209][1400/1879] lr: 8.427e-03, eta: 21:13:22, time: 0.854, data_time: 0.006, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8000, loss_cls: 1.7684, loss: 1.7684, grad_norm: 5.0154 2021-07-17 13:30:01,231 - mmaction - INFO - Epoch [209][1420/1879] lr: 8.427e-03, eta: 21:13:04, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5773, top5_acc: 0.7848, loss_cls: 1.8226, loss: 1.8226, grad_norm: 5.2297 2021-07-17 13:30:18,054 - mmaction - INFO - Epoch [209][1440/1879] lr: 8.427e-03, eta: 21:12:46, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8055, loss_cls: 1.6761, loss: 1.6761, grad_norm: 4.9067 2021-07-17 13:30:34,686 - mmaction - INFO - Epoch [209][1460/1879] lr: 8.427e-03, eta: 21:12:28, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.0932 2021-07-17 13:30:51,441 - mmaction - INFO - Epoch [209][1480/1879] lr: 8.427e-03, eta: 21:12:10, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.5992, top5_acc: 0.7980, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.0487 2021-07-17 13:31:08,107 - mmaction - INFO - Epoch [209][1500/1879] lr: 8.427e-03, eta: 21:11:52, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7851, loss: 1.7851, grad_norm: 5.0858 2021-07-17 13:31:24,647 - mmaction - INFO - Epoch [209][1520/1879] lr: 8.427e-03, eta: 21:11:34, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5848, top5_acc: 0.8035, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.0627 2021-07-17 13:31:41,234 - mmaction - INFO - Epoch [209][1540/1879] lr: 8.427e-03, eta: 21:11:16, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5852, top5_acc: 0.7984, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.1262 2021-07-17 13:31:58,109 - mmaction - INFO - Epoch [209][1560/1879] lr: 8.427e-03, eta: 21:10:58, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6779, loss: 1.6779, grad_norm: 4.9375 2021-07-17 13:32:14,705 - mmaction - INFO - Epoch [209][1580/1879] lr: 8.427e-03, eta: 21:10:40, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8090, loss_cls: 1.7038, loss: 1.7038, grad_norm: 5.0313 2021-07-17 13:32:31,372 - mmaction - INFO - Epoch [209][1600/1879] lr: 8.427e-03, eta: 21:10:22, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8113, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.0729 2021-07-17 13:32:47,966 - mmaction - INFO - Epoch [209][1620/1879] lr: 8.427e-03, eta: 21:10:04, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.5969, top5_acc: 0.7996, loss_cls: 1.7393, loss: 1.7393, grad_norm: 5.2079 2021-07-17 13:33:04,770 - mmaction - INFO - Epoch [209][1640/1879] lr: 8.427e-03, eta: 21:09:46, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8117, loss_cls: 1.6805, loss: 1.6805, grad_norm: 5.0589 2021-07-17 13:33:21,468 - mmaction - INFO - Epoch [209][1660/1879] lr: 8.427e-03, eta: 21:09:29, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5934, top5_acc: 0.7937, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.1095 2021-07-17 13:33:38,167 - mmaction - INFO - Epoch [209][1680/1879] lr: 8.427e-03, eta: 21:09:11, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5949, top5_acc: 0.7988, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.0944 2021-07-17 13:33:54,769 - mmaction - INFO - Epoch [209][1700/1879] lr: 8.427e-03, eta: 21:08:53, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6020, top5_acc: 0.7984, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.9393 2021-07-17 13:34:11,360 - mmaction - INFO - Epoch [209][1720/1879] lr: 8.427e-03, eta: 21:08:35, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.9994 2021-07-17 13:34:27,950 - mmaction - INFO - Epoch [209][1740/1879] lr: 8.427e-03, eta: 21:08:16, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7348, loss: 1.7348, grad_norm: 5.1290 2021-07-17 13:34:44,753 - mmaction - INFO - Epoch [209][1760/1879] lr: 8.427e-03, eta: 21:07:59, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5953, top5_acc: 0.7922, loss_cls: 1.7545, loss: 1.7545, grad_norm: 4.9664 2021-07-17 13:35:01,366 - mmaction - INFO - Epoch [209][1780/1879] lr: 8.427e-03, eta: 21:07:41, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8137, loss_cls: 1.6673, loss: 1.6673, grad_norm: 5.0319 2021-07-17 13:35:17,952 - mmaction - INFO - Epoch [209][1800/1879] lr: 8.427e-03, eta: 21:07:22, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.5910, top5_acc: 0.7977, loss_cls: 1.7341, loss: 1.7341, grad_norm: 5.1527 2021-07-17 13:35:34,723 - mmaction - INFO - Epoch [209][1820/1879] lr: 8.427e-03, eta: 21:07:05, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8105, loss_cls: 1.6686, loss: 1.6686, grad_norm: 4.9822 2021-07-17 13:35:51,212 - mmaction - INFO - Epoch [209][1840/1879] lr: 8.427e-03, eta: 21:06:46, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.5910, top5_acc: 0.8000, loss_cls: 1.7561, loss: 1.7561, grad_norm: 5.0064 2021-07-17 13:36:08,016 - mmaction - INFO - Epoch [209][1860/1879] lr: 8.427e-03, eta: 21:06:29, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8000, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.0171 2021-07-17 13:36:31,108 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 13:36:31,111 - mmaction - INFO - 106 BN found 2021-07-17 13:41:17,163 - mmaction - INFO - BN stats updated 2021-07-17 13:42:10,711 - mmaction - INFO - Epoch [210][20/1879] lr: 8.089e-03, eta: 21:06:21, time: 2.575, data_time: 1.633, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8129, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.0607 2021-07-17 13:42:26,993 - mmaction - INFO - Epoch [210][40/1879] lr: 8.089e-03, eta: 21:06:02, time: 0.813, data_time: 0.005, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8215, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.1062 2021-07-17 13:42:43,332 - mmaction - INFO - Epoch [210][60/1879] lr: 8.089e-03, eta: 21:05:44, time: 0.815, data_time: 0.006, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8016, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.0047 2021-07-17 13:42:59,638 - mmaction - INFO - Epoch [210][80/1879] lr: 8.089e-03, eta: 21:05:25, time: 0.819, data_time: 0.005, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8152, loss_cls: 1.6756, loss: 1.6756, grad_norm: 5.0845 2021-07-17 13:43:16,077 - mmaction - INFO - Epoch [210][100/1879] lr: 8.089e-03, eta: 21:05:07, time: 0.820, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7961, loss_cls: 1.7224, loss: 1.7224, grad_norm: 5.0645 2021-07-17 13:43:32,570 - mmaction - INFO - Epoch [210][120/1879] lr: 8.089e-03, eta: 21:04:49, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8051, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.1226 2021-07-17 13:43:49,214 - mmaction - INFO - Epoch [210][140/1879] lr: 8.089e-03, eta: 21:04:31, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8055, loss_cls: 1.6770, loss: 1.6770, grad_norm: 5.2085 2021-07-17 13:44:05,797 - mmaction - INFO - Epoch [210][160/1879] lr: 8.089e-03, eta: 21:04:13, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8117, loss_cls: 1.6637, loss: 1.6637, grad_norm: 5.0320 2021-07-17 13:44:22,426 - mmaction - INFO - Epoch [210][180/1879] lr: 8.089e-03, eta: 21:03:54, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8098, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.1746 2021-07-17 13:44:39,059 - mmaction - INFO - Epoch [210][200/1879] lr: 8.089e-03, eta: 21:03:36, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8148, loss_cls: 1.6818, loss: 1.6818, grad_norm: 5.0493 2021-07-17 13:44:55,620 - mmaction - INFO - Epoch [210][220/1879] lr: 8.089e-03, eta: 21:03:18, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8051, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.0426 2021-07-17 13:45:12,242 - mmaction - INFO - Epoch [210][240/1879] lr: 8.089e-03, eta: 21:03:00, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.0193 2021-07-17 13:45:28,955 - mmaction - INFO - Epoch [210][260/1879] lr: 8.089e-03, eta: 21:02:42, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8176, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.0827 2021-07-17 13:45:45,621 - mmaction - INFO - Epoch [210][280/1879] lr: 8.089e-03, eta: 21:02:24, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5898, top5_acc: 0.8016, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.1900 2021-07-17 13:46:02,067 - mmaction - INFO - Epoch [210][300/1879] lr: 8.089e-03, eta: 21:02:06, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8039, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.0085 2021-07-17 13:46:18,794 - mmaction - INFO - Epoch [210][320/1879] lr: 8.089e-03, eta: 21:01:48, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8098, loss_cls: 1.6899, loss: 1.6899, grad_norm: 5.2028 2021-07-17 13:46:35,519 - mmaction - INFO - Epoch [210][340/1879] lr: 8.089e-03, eta: 21:01:30, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8203, loss_cls: 1.5957, loss: 1.5957, grad_norm: 4.8946 2021-07-17 13:46:52,190 - mmaction - INFO - Epoch [210][360/1879] lr: 8.089e-03, eta: 21:01:12, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6066, top5_acc: 0.7992, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.0090 2021-07-17 13:47:08,854 - mmaction - INFO - Epoch [210][380/1879] lr: 8.089e-03, eta: 21:00:54, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8059, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.0887 2021-07-17 13:47:25,506 - mmaction - INFO - Epoch [210][400/1879] lr: 8.089e-03, eta: 21:00:36, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6055, top5_acc: 0.7898, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.0323 2021-07-17 13:47:42,178 - mmaction - INFO - Epoch [210][420/1879] lr: 8.089e-03, eta: 21:00:18, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8180, loss_cls: 1.6083, loss: 1.6083, grad_norm: 4.8849 2021-07-17 13:47:58,954 - mmaction - INFO - Epoch [210][440/1879] lr: 8.089e-03, eta: 21:00:01, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8066, loss_cls: 1.6846, loss: 1.6846, grad_norm: 5.0869 2021-07-17 13:48:15,569 - mmaction - INFO - Epoch [210][460/1879] lr: 8.089e-03, eta: 20:59:43, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8113, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.0674 2021-07-17 13:48:32,126 - mmaction - INFO - Epoch [210][480/1879] lr: 8.089e-03, eta: 20:59:25, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8125, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.1602 2021-07-17 13:48:48,690 - mmaction - INFO - Epoch [210][500/1879] lr: 8.089e-03, eta: 20:59:06, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8031, loss_cls: 1.7402, loss: 1.7402, grad_norm: 5.2408 2021-07-17 13:49:05,361 - mmaction - INFO - Epoch [210][520/1879] lr: 8.089e-03, eta: 20:58:48, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6763, loss: 1.6763, grad_norm: 5.0974 2021-07-17 13:49:21,973 - mmaction - INFO - Epoch [210][540/1879] lr: 8.089e-03, eta: 20:58:30, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8059, loss_cls: 1.6802, loss: 1.6802, grad_norm: 4.9651 2021-07-17 13:49:38,789 - mmaction - INFO - Epoch [210][560/1879] lr: 8.089e-03, eta: 20:58:13, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8219, loss_cls: 1.6053, loss: 1.6053, grad_norm: 5.0255 2021-07-17 13:49:55,485 - mmaction - INFO - Epoch [210][580/1879] lr: 8.089e-03, eta: 20:57:55, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5977, top5_acc: 0.7992, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.1181 2021-07-17 13:50:12,188 - mmaction - INFO - Epoch [210][600/1879] lr: 8.089e-03, eta: 20:57:37, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8039, loss_cls: 1.6728, loss: 1.6728, grad_norm: 5.1299 2021-07-17 13:50:29,000 - mmaction - INFO - Epoch [210][620/1879] lr: 8.089e-03, eta: 20:57:19, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.0710 2021-07-17 13:50:45,644 - mmaction - INFO - Epoch [210][640/1879] lr: 8.089e-03, eta: 20:57:01, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8102, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.2068 2021-07-17 13:51:02,218 - mmaction - INFO - Epoch [210][660/1879] lr: 8.089e-03, eta: 20:56:43, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8148, loss_cls: 1.6316, loss: 1.6316, grad_norm: 5.0254 2021-07-17 13:51:18,797 - mmaction - INFO - Epoch [210][680/1879] lr: 8.089e-03, eta: 20:56:25, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8109, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.1128 2021-07-17 13:51:35,512 - mmaction - INFO - Epoch [210][700/1879] lr: 8.089e-03, eta: 20:56:07, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5914, top5_acc: 0.8082, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.2748 2021-07-17 13:51:52,132 - mmaction - INFO - Epoch [210][720/1879] lr: 8.089e-03, eta: 20:55:49, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6459, loss: 1.6459, grad_norm: 5.1254 2021-07-17 13:52:08,717 - mmaction - INFO - Epoch [210][740/1879] lr: 8.089e-03, eta: 20:55:31, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8063, loss_cls: 1.6967, loss: 1.6967, grad_norm: 5.2053 2021-07-17 13:52:25,454 - mmaction - INFO - Epoch [210][760/1879] lr: 8.089e-03, eta: 20:55:13, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7507, loss: 1.7507, grad_norm: 5.1431 2021-07-17 13:52:42,075 - mmaction - INFO - Epoch [210][780/1879] lr: 8.089e-03, eta: 20:54:55, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7805, loss: 1.7805, grad_norm: 5.1641 2021-07-17 13:52:58,695 - mmaction - INFO - Epoch [210][800/1879] lr: 8.089e-03, eta: 20:54:37, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.5816, top5_acc: 0.8023, loss_cls: 1.7885, loss: 1.7885, grad_norm: 5.1720 2021-07-17 13:53:15,317 - mmaction - INFO - Epoch [210][820/1879] lr: 8.089e-03, eta: 20:54:19, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8016, loss_cls: 1.6955, loss: 1.6955, grad_norm: 5.0500 2021-07-17 13:53:32,024 - mmaction - INFO - Epoch [210][840/1879] lr: 8.089e-03, eta: 20:54:01, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8043, loss_cls: 1.7232, loss: 1.7232, grad_norm: 5.1029 2021-07-17 13:53:48,670 - mmaction - INFO - Epoch [210][860/1879] lr: 8.089e-03, eta: 20:53:43, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8121, loss_cls: 1.6226, loss: 1.6226, grad_norm: 4.9971 2021-07-17 13:54:05,471 - mmaction - INFO - Epoch [210][880/1879] lr: 8.089e-03, eta: 20:53:25, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.1454 2021-07-17 13:54:22,175 - mmaction - INFO - Epoch [210][900/1879] lr: 8.089e-03, eta: 20:53:07, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.6970, loss: 1.6970, grad_norm: 5.1473 2021-07-17 13:54:38,836 - mmaction - INFO - Epoch [210][920/1879] lr: 8.089e-03, eta: 20:52:50, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8113, loss_cls: 1.6598, loss: 1.6598, grad_norm: 5.1840 2021-07-17 13:54:55,678 - mmaction - INFO - Epoch [210][940/1879] lr: 8.089e-03, eta: 20:52:32, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5816, top5_acc: 0.8102, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.2541 2021-07-17 13:55:12,325 - mmaction - INFO - Epoch [210][960/1879] lr: 8.089e-03, eta: 20:52:14, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5918, top5_acc: 0.8047, loss_cls: 1.7173, loss: 1.7173, grad_norm: 5.2829 2021-07-17 13:55:29,126 - mmaction - INFO - Epoch [210][980/1879] lr: 8.089e-03, eta: 20:51:56, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7988, loss_cls: 1.7447, loss: 1.7447, grad_norm: 5.0892 2021-07-17 13:55:45,778 - mmaction - INFO - Epoch [210][1000/1879] lr: 8.089e-03, eta: 20:51:38, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.6911, loss: 1.6911, grad_norm: 5.0505 2021-07-17 13:56:02,475 - mmaction - INFO - Epoch [210][1020/1879] lr: 8.089e-03, eta: 20:51:20, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8035, loss_cls: 1.6932, loss: 1.6932, grad_norm: 4.9915 2021-07-17 13:56:19,205 - mmaction - INFO - Epoch [210][1040/1879] lr: 8.089e-03, eta: 20:51:02, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.9757 2021-07-17 13:56:35,867 - mmaction - INFO - Epoch [210][1060/1879] lr: 8.089e-03, eta: 20:50:44, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8051, loss_cls: 1.6953, loss: 1.6953, grad_norm: 5.1116 2021-07-17 13:56:52,583 - mmaction - INFO - Epoch [210][1080/1879] lr: 8.089e-03, eta: 20:50:27, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8242, loss_cls: 1.6071, loss: 1.6071, grad_norm: 4.9105 2021-07-17 13:57:09,157 - mmaction - INFO - Epoch [210][1100/1879] lr: 8.089e-03, eta: 20:50:08, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8004, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.2384 2021-07-17 13:57:25,669 - mmaction - INFO - Epoch [210][1120/1879] lr: 8.089e-03, eta: 20:49:50, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8012, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.9206 2021-07-17 13:57:42,366 - mmaction - INFO - Epoch [210][1140/1879] lr: 8.089e-03, eta: 20:49:32, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6586, loss: 1.6586, grad_norm: 4.9280 2021-07-17 13:57:59,178 - mmaction - INFO - Epoch [210][1160/1879] lr: 8.089e-03, eta: 20:49:15, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8129, loss_cls: 1.6562, loss: 1.6562, grad_norm: 5.0182 2021-07-17 13:58:15,868 - mmaction - INFO - Epoch [210][1180/1879] lr: 8.089e-03, eta: 20:48:57, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.1071 2021-07-17 13:58:32,747 - mmaction - INFO - Epoch [210][1200/1879] lr: 8.089e-03, eta: 20:48:39, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.5996, top5_acc: 0.8086, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.1617 2021-07-17 13:58:49,148 - mmaction - INFO - Epoch [210][1220/1879] lr: 8.089e-03, eta: 20:48:21, time: 0.821, data_time: 0.002, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7957, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.0861 2021-07-17 13:59:05,712 - mmaction - INFO - Epoch [210][1240/1879] lr: 8.089e-03, eta: 20:48:03, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8086, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.1214 2021-07-17 13:59:22,571 - mmaction - INFO - Epoch [210][1260/1879] lr: 8.089e-03, eta: 20:47:45, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6807, loss: 1.6807, grad_norm: 5.0898 2021-07-17 13:59:39,065 - mmaction - INFO - Epoch [210][1280/1879] lr: 8.089e-03, eta: 20:47:27, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7891, loss_cls: 1.7718, loss: 1.7718, grad_norm: 5.1513 2021-07-17 13:59:55,638 - mmaction - INFO - Epoch [210][1300/1879] lr: 8.089e-03, eta: 20:47:09, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8059, loss_cls: 1.6703, loss: 1.6703, grad_norm: 4.9765 2021-07-17 14:00:12,284 - mmaction - INFO - Epoch [210][1320/1879] lr: 8.089e-03, eta: 20:46:51, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8121, loss_cls: 1.6894, loss: 1.6894, grad_norm: 5.1178 2021-07-17 14:00:28,921 - mmaction - INFO - Epoch [210][1340/1879] lr: 8.089e-03, eta: 20:46:33, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8098, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.1399 2021-07-17 14:00:45,780 - mmaction - INFO - Epoch [210][1360/1879] lr: 8.089e-03, eta: 20:46:15, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.5867, top5_acc: 0.7988, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.1389 2021-07-17 14:01:02,470 - mmaction - INFO - Epoch [210][1380/1879] lr: 8.089e-03, eta: 20:45:57, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.7086, loss: 1.7086, grad_norm: 5.0894 2021-07-17 14:01:19,397 - mmaction - INFO - Epoch [210][1400/1879] lr: 8.089e-03, eta: 20:45:40, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8160, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.0815 2021-07-17 14:01:35,952 - mmaction - INFO - Epoch [210][1420/1879] lr: 8.089e-03, eta: 20:45:22, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8105, loss_cls: 1.6851, loss: 1.6851, grad_norm: 5.0944 2021-07-17 14:01:52,537 - mmaction - INFO - Epoch [210][1440/1879] lr: 8.089e-03, eta: 20:45:04, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8117, loss_cls: 1.6961, loss: 1.6961, grad_norm: 5.1036 2021-07-17 14:02:09,186 - mmaction - INFO - Epoch [210][1460/1879] lr: 8.089e-03, eta: 20:44:46, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8113, loss_cls: 1.6398, loss: 1.6398, grad_norm: 4.9905 2021-07-17 14:02:25,861 - mmaction - INFO - Epoch [210][1480/1879] lr: 8.089e-03, eta: 20:44:28, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8043, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.0797 2021-07-17 14:02:42,594 - mmaction - INFO - Epoch [210][1500/1879] lr: 8.089e-03, eta: 20:44:10, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8012, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.0540 2021-07-17 14:02:59,207 - mmaction - INFO - Epoch [210][1520/1879] lr: 8.089e-03, eta: 20:43:52, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5789, top5_acc: 0.7969, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.2419 2021-07-17 14:03:15,857 - mmaction - INFO - Epoch [210][1540/1879] lr: 8.089e-03, eta: 20:43:34, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8020, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.0110 2021-07-17 14:03:32,580 - mmaction - INFO - Epoch [210][1560/1879] lr: 8.089e-03, eta: 20:43:16, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8086, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.9478 2021-07-17 14:03:49,333 - mmaction - INFO - Epoch [210][1580/1879] lr: 8.089e-03, eta: 20:42:58, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8055, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.0585 2021-07-17 14:04:05,957 - mmaction - INFO - Epoch [210][1600/1879] lr: 8.089e-03, eta: 20:42:40, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8117, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.1497 2021-07-17 14:04:22,561 - mmaction - INFO - Epoch [210][1620/1879] lr: 8.089e-03, eta: 20:42:22, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7988, loss_cls: 1.7485, loss: 1.7485, grad_norm: 5.1214 2021-07-17 14:04:39,350 - mmaction - INFO - Epoch [210][1640/1879] lr: 8.089e-03, eta: 20:42:05, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8223, loss_cls: 1.6075, loss: 1.6075, grad_norm: 4.9902 2021-07-17 14:04:55,832 - mmaction - INFO - Epoch [210][1660/1879] lr: 8.089e-03, eta: 20:41:46, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.5957, top5_acc: 0.7941, loss_cls: 1.7488, loss: 1.7488, grad_norm: 5.0927 2021-07-17 14:05:12,558 - mmaction - INFO - Epoch [210][1680/1879] lr: 8.089e-03, eta: 20:41:29, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7961, loss_cls: 1.7849, loss: 1.7849, grad_norm: 4.9994 2021-07-17 14:05:29,473 - mmaction - INFO - Epoch [210][1700/1879] lr: 8.089e-03, eta: 20:41:11, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.5945, top5_acc: 0.8066, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.1844 2021-07-17 14:05:45,942 - mmaction - INFO - Epoch [210][1720/1879] lr: 8.089e-03, eta: 20:40:53, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8059, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.2404 2021-07-17 14:06:02,563 - mmaction - INFO - Epoch [210][1740/1879] lr: 8.089e-03, eta: 20:40:35, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5816, top5_acc: 0.8059, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.2895 2021-07-17 14:06:19,058 - mmaction - INFO - Epoch [210][1760/1879] lr: 8.089e-03, eta: 20:40:17, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.6043, top5_acc: 0.7961, loss_cls: 1.7303, loss: 1.7303, grad_norm: 5.0899 2021-07-17 14:06:35,698 - mmaction - INFO - Epoch [210][1780/1879] lr: 8.089e-03, eta: 20:39:59, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8129, loss_cls: 1.6319, loss: 1.6319, grad_norm: 5.0049 2021-07-17 14:06:52,403 - mmaction - INFO - Epoch [210][1800/1879] lr: 8.089e-03, eta: 20:39:41, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8094, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.1918 2021-07-17 14:07:09,130 - mmaction - INFO - Epoch [210][1820/1879] lr: 8.089e-03, eta: 20:39:23, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8074, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.0059 2021-07-17 14:07:25,851 - mmaction - INFO - Epoch [210][1840/1879] lr: 8.089e-03, eta: 20:39:05, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8070, loss_cls: 1.6544, loss: 1.6544, grad_norm: 5.0330 2021-07-17 14:07:42,707 - mmaction - INFO - Epoch [210][1860/1879] lr: 8.089e-03, eta: 20:38:48, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.5863, top5_acc: 0.7977, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.2627 2021-07-17 14:08:01,302 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 14:08:01,309 - mmaction - INFO - 106 BN found 2021-07-17 14:12:46,893 - mmaction - INFO - BN stats updated 2021-07-17 14:14:59,759 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 14:15:00,602 - mmaction - INFO - top1_acc 0.6482 top5_acc 0.8577 2021-07-17 14:15:00,603 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 14:15:00,678 - mmaction - INFO - mean_acc 0.6481 2021-07-17 14:15:00,689 - mmaction - INFO - Epoch(val) [210][155] top1_acc: 0.6482, top5_acc: 0.8577, mean_class_accuracy: 0.6481 2021-07-17 14:16:12,574 - mmaction - INFO - Epoch [211][20/1879] lr: 7.757e-03, eta: 20:39:06, time: 3.592, data_time: 2.797, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8102, loss_cls: 1.6722, loss: 1.6722, grad_norm: 5.1117 2021-07-17 14:16:28,932 - mmaction - INFO - Epoch [211][40/1879] lr: 7.757e-03, eta: 20:38:47, time: 0.818, data_time: 0.005, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8176, loss_cls: 1.6097, loss: 1.6097, grad_norm: 4.9527 2021-07-17 14:16:45,158 - mmaction - INFO - Epoch [211][60/1879] lr: 7.757e-03, eta: 20:38:29, time: 0.813, data_time: 0.003, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8113, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.0524 2021-07-17 14:17:01,573 - mmaction - INFO - Epoch [211][80/1879] lr: 7.757e-03, eta: 20:38:11, time: 0.819, data_time: 0.004, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8156, loss_cls: 1.6520, loss: 1.6520, grad_norm: 4.9938 2021-07-17 14:17:18,066 - mmaction - INFO - Epoch [211][100/1879] lr: 7.757e-03, eta: 20:37:53, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.7304, loss: 1.7304, grad_norm: 5.2506 2021-07-17 14:17:34,540 - mmaction - INFO - Epoch [211][120/1879] lr: 7.757e-03, eta: 20:37:34, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.0764 2021-07-17 14:17:51,083 - mmaction - INFO - Epoch [211][140/1879] lr: 7.757e-03, eta: 20:37:16, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5961, top5_acc: 0.8020, loss_cls: 1.7331, loss: 1.7331, grad_norm: 5.0545 2021-07-17 14:18:07,833 - mmaction - INFO - Epoch [211][160/1879] lr: 7.757e-03, eta: 20:36:58, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8172, loss_cls: 1.6200, loss: 1.6200, grad_norm: 4.9318 2021-07-17 14:18:24,306 - mmaction - INFO - Epoch [211][180/1879] lr: 7.757e-03, eta: 20:36:40, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6763, loss: 1.6763, grad_norm: 5.0191 2021-07-17 14:18:40,866 - mmaction - INFO - Epoch [211][200/1879] lr: 7.757e-03, eta: 20:36:22, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8102, loss_cls: 1.6819, loss: 1.6819, grad_norm: 5.1171 2021-07-17 14:18:57,429 - mmaction - INFO - Epoch [211][220/1879] lr: 7.757e-03, eta: 20:36:04, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8187, loss_cls: 1.6141, loss: 1.6141, grad_norm: 5.1588 2021-07-17 14:19:14,121 - mmaction - INFO - Epoch [211][240/1879] lr: 7.757e-03, eta: 20:35:46, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8207, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.0126 2021-07-17 14:19:30,816 - mmaction - INFO - Epoch [211][260/1879] lr: 7.757e-03, eta: 20:35:28, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8113, loss_cls: 1.6378, loss: 1.6378, grad_norm: 5.0643 2021-07-17 14:19:47,405 - mmaction - INFO - Epoch [211][280/1879] lr: 7.757e-03, eta: 20:35:10, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.5953, top5_acc: 0.8051, loss_cls: 1.6921, loss: 1.6921, grad_norm: 5.1770 2021-07-17 14:20:04,030 - mmaction - INFO - Epoch [211][300/1879] lr: 7.757e-03, eta: 20:34:52, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8090, loss_cls: 1.6709, loss: 1.6709, grad_norm: 5.0644 2021-07-17 14:20:20,571 - mmaction - INFO - Epoch [211][320/1879] lr: 7.757e-03, eta: 20:34:34, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8086, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.1055 2021-07-17 14:20:37,257 - mmaction - INFO - Epoch [211][340/1879] lr: 7.757e-03, eta: 20:34:16, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8066, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.1050 2021-07-17 14:20:53,742 - mmaction - INFO - Epoch [211][360/1879] lr: 7.757e-03, eta: 20:33:58, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8168, loss_cls: 1.6161, loss: 1.6161, grad_norm: 5.0901 2021-07-17 14:21:10,301 - mmaction - INFO - Epoch [211][380/1879] lr: 7.757e-03, eta: 20:33:40, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8141, loss_cls: 1.6381, loss: 1.6381, grad_norm: 5.1191 2021-07-17 14:21:27,025 - mmaction - INFO - Epoch [211][400/1879] lr: 7.757e-03, eta: 20:33:22, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8180, loss_cls: 1.6771, loss: 1.6771, grad_norm: 5.1746 2021-07-17 14:21:43,796 - mmaction - INFO - Epoch [211][420/1879] lr: 7.757e-03, eta: 20:33:04, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8203, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.1547 2021-07-17 14:22:00,395 - mmaction - INFO - Epoch [211][440/1879] lr: 7.757e-03, eta: 20:32:46, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8160, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.2028 2021-07-17 14:22:16,921 - mmaction - INFO - Epoch [211][460/1879] lr: 7.757e-03, eta: 20:32:28, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8074, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.0464 2021-07-17 14:22:33,537 - mmaction - INFO - Epoch [211][480/1879] lr: 7.757e-03, eta: 20:32:10, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5969, top5_acc: 0.7996, loss_cls: 1.7136, loss: 1.7136, grad_norm: 5.1128 2021-07-17 14:22:50,084 - mmaction - INFO - Epoch [211][500/1879] lr: 7.757e-03, eta: 20:31:52, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6055, top5_acc: 0.7953, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.1097 2021-07-17 14:23:06,896 - mmaction - INFO - Epoch [211][520/1879] lr: 7.757e-03, eta: 20:31:34, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.5828, top5_acc: 0.7926, loss_cls: 1.7702, loss: 1.7702, grad_norm: 5.1897 2021-07-17 14:23:23,349 - mmaction - INFO - Epoch [211][540/1879] lr: 7.757e-03, eta: 20:31:16, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8105, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.0046 2021-07-17 14:23:40,180 - mmaction - INFO - Epoch [211][560/1879] lr: 7.757e-03, eta: 20:30:59, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8047, loss_cls: 1.6537, loss: 1.6537, grad_norm: 5.0705 2021-07-17 14:23:56,800 - mmaction - INFO - Epoch [211][580/1879] lr: 7.757e-03, eta: 20:30:41, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.6832, loss: 1.6832, grad_norm: 5.1348 2021-07-17 14:24:13,443 - mmaction - INFO - Epoch [211][600/1879] lr: 7.757e-03, eta: 20:30:23, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8191, loss_cls: 1.6456, loss: 1.6456, grad_norm: 5.1397 2021-07-17 14:24:29,953 - mmaction - INFO - Epoch [211][620/1879] lr: 7.757e-03, eta: 20:30:05, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8055, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.1308 2021-07-17 14:24:46,592 - mmaction - INFO - Epoch [211][640/1879] lr: 7.757e-03, eta: 20:29:47, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8215, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.1205 2021-07-17 14:25:03,367 - mmaction - INFO - Epoch [211][660/1879] lr: 7.757e-03, eta: 20:29:29, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8098, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.0651 2021-07-17 14:25:20,187 - mmaction - INFO - Epoch [211][680/1879] lr: 7.757e-03, eta: 20:29:11, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8113, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.1376 2021-07-17 14:25:36,972 - mmaction - INFO - Epoch [211][700/1879] lr: 7.757e-03, eta: 20:28:53, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6176, top5_acc: 0.8117, loss_cls: 1.6351, loss: 1.6351, grad_norm: 5.1128 2021-07-17 14:25:53,607 - mmaction - INFO - Epoch [211][720/1879] lr: 7.757e-03, eta: 20:28:35, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5918, top5_acc: 0.7977, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.1706 2021-07-17 14:26:09,992 - mmaction - INFO - Epoch [211][740/1879] lr: 7.757e-03, eta: 20:28:17, time: 0.819, data_time: 0.002, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8086, loss_cls: 1.6555, loss: 1.6555, grad_norm: 5.1073 2021-07-17 14:26:26,622 - mmaction - INFO - Epoch [211][760/1879] lr: 7.757e-03, eta: 20:27:59, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8031, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.1674 2021-07-17 14:26:43,214 - mmaction - INFO - Epoch [211][780/1879] lr: 7.757e-03, eta: 20:27:41, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8191, loss_cls: 1.6355, loss: 1.6355, grad_norm: 5.1063 2021-07-17 14:26:59,724 - mmaction - INFO - Epoch [211][800/1879] lr: 7.757e-03, eta: 20:27:23, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8098, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.1812 2021-07-17 14:27:16,398 - mmaction - INFO - Epoch [211][820/1879] lr: 7.757e-03, eta: 20:27:05, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6070, top5_acc: 0.8105, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.1547 2021-07-17 14:27:33,149 - mmaction - INFO - Epoch [211][840/1879] lr: 7.757e-03, eta: 20:26:47, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.0731 2021-07-17 14:27:49,876 - mmaction - INFO - Epoch [211][860/1879] lr: 7.757e-03, eta: 20:26:30, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8168, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.2249 2021-07-17 14:28:06,384 - mmaction - INFO - Epoch [211][880/1879] lr: 7.757e-03, eta: 20:26:11, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6732, loss: 1.6732, grad_norm: 5.2071 2021-07-17 14:28:23,033 - mmaction - INFO - Epoch [211][900/1879] lr: 7.757e-03, eta: 20:25:54, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8090, loss_cls: 1.6242, loss: 1.6242, grad_norm: 5.0209 2021-07-17 14:28:39,516 - mmaction - INFO - Epoch [211][920/1879] lr: 7.757e-03, eta: 20:25:35, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.5887, top5_acc: 0.8098, loss_cls: 1.7323, loss: 1.7323, grad_norm: 5.2026 2021-07-17 14:28:56,319 - mmaction - INFO - Epoch [211][940/1879] lr: 7.757e-03, eta: 20:25:18, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.5875, top5_acc: 0.8012, loss_cls: 1.7547, loss: 1.7547, grad_norm: 5.1810 2021-07-17 14:29:12,928 - mmaction - INFO - Epoch [211][960/1879] lr: 7.757e-03, eta: 20:25:00, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8090, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.1073 2021-07-17 14:29:29,689 - mmaction - INFO - Epoch [211][980/1879] lr: 7.757e-03, eta: 20:24:42, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8137, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.1399 2021-07-17 14:29:46,101 - mmaction - INFO - Epoch [211][1000/1879] lr: 7.757e-03, eta: 20:24:24, time: 0.823, data_time: 0.003, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8254, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.0638 2021-07-17 14:30:02,829 - mmaction - INFO - Epoch [211][1020/1879] lr: 7.757e-03, eta: 20:24:06, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7941, loss_cls: 1.7608, loss: 1.7608, grad_norm: 5.3141 2021-07-17 14:30:19,736 - mmaction - INFO - Epoch [211][1040/1879] lr: 7.757e-03, eta: 20:23:48, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6031, top5_acc: 0.7953, loss_cls: 1.7237, loss: 1.7237, grad_norm: 5.2091 2021-07-17 14:30:36,801 - mmaction - INFO - Epoch [211][1060/1879] lr: 7.757e-03, eta: 20:23:31, time: 0.854, data_time: 0.005, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8109, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.0344 2021-07-17 14:30:53,862 - mmaction - INFO - Epoch [211][1080/1879] lr: 7.757e-03, eta: 20:23:14, time: 0.852, data_time: 0.001, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8262, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.0977 2021-07-17 14:31:10,586 - mmaction - INFO - Epoch [211][1100/1879] lr: 7.757e-03, eta: 20:22:56, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8086, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.1136 2021-07-17 14:31:27,239 - mmaction - INFO - Epoch [211][1120/1879] lr: 7.757e-03, eta: 20:22:38, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8086, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.1187 2021-07-17 14:31:43,848 - mmaction - INFO - Epoch [211][1140/1879] lr: 7.757e-03, eta: 20:22:20, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.5957, top5_acc: 0.8055, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.2699 2021-07-17 14:32:00,573 - mmaction - INFO - Epoch [211][1160/1879] lr: 7.757e-03, eta: 20:22:02, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.1512 2021-07-17 14:32:17,215 - mmaction - INFO - Epoch [211][1180/1879] lr: 7.757e-03, eta: 20:21:44, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8125, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.0816 2021-07-17 14:32:33,823 - mmaction - INFO - Epoch [211][1200/1879] lr: 7.757e-03, eta: 20:21:26, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8039, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.1184 2021-07-17 14:32:50,403 - mmaction - INFO - Epoch [211][1220/1879] lr: 7.757e-03, eta: 20:21:08, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8086, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.1569 2021-07-17 14:33:07,129 - mmaction - INFO - Epoch [211][1240/1879] lr: 7.757e-03, eta: 20:20:50, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8109, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.1638 2021-07-17 14:33:23,804 - mmaction - INFO - Epoch [211][1260/1879] lr: 7.757e-03, eta: 20:20:32, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8109, loss_cls: 1.6429, loss: 1.6429, grad_norm: 5.0323 2021-07-17 14:33:40,785 - mmaction - INFO - Epoch [211][1280/1879] lr: 7.757e-03, eta: 20:20:15, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.5961, top5_acc: 0.7957, loss_cls: 1.7456, loss: 1.7456, grad_norm: 5.1879 2021-07-17 14:33:57,285 - mmaction - INFO - Epoch [211][1300/1879] lr: 7.757e-03, eta: 20:19:57, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.5957, top5_acc: 0.8035, loss_cls: 1.7254, loss: 1.7254, grad_norm: 5.1206 2021-07-17 14:34:13,769 - mmaction - INFO - Epoch [211][1320/1879] lr: 7.757e-03, eta: 20:19:39, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.6070, top5_acc: 0.8082, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.0453 2021-07-17 14:34:30,566 - mmaction - INFO - Epoch [211][1340/1879] lr: 7.757e-03, eta: 20:19:21, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8082, loss_cls: 1.7125, loss: 1.7125, grad_norm: 5.1187 2021-07-17 14:34:47,193 - mmaction - INFO - Epoch [211][1360/1879] lr: 7.757e-03, eta: 20:19:03, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.5996, top5_acc: 0.7988, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.0793 2021-07-17 14:35:03,709 - mmaction - INFO - Epoch [211][1380/1879] lr: 7.757e-03, eta: 20:18:45, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8094, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.0313 2021-07-17 14:35:20,458 - mmaction - INFO - Epoch [211][1400/1879] lr: 7.757e-03, eta: 20:18:27, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8031, loss_cls: 1.6896, loss: 1.6896, grad_norm: 5.1074 2021-07-17 14:35:37,122 - mmaction - INFO - Epoch [211][1420/1879] lr: 7.757e-03, eta: 20:18:09, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.2057 2021-07-17 14:35:53,932 - mmaction - INFO - Epoch [211][1440/1879] lr: 7.757e-03, eta: 20:17:52, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.3221 2021-07-17 14:36:10,502 - mmaction - INFO - Epoch [211][1460/1879] lr: 7.757e-03, eta: 20:17:34, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8070, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.2050 2021-07-17 14:36:27,323 - mmaction - INFO - Epoch [211][1480/1879] lr: 7.757e-03, eta: 20:17:16, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6172, top5_acc: 0.8156, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.1915 2021-07-17 14:36:43,855 - mmaction - INFO - Epoch [211][1500/1879] lr: 7.757e-03, eta: 20:16:58, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8105, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.0303 2021-07-17 14:37:00,678 - mmaction - INFO - Epoch [211][1520/1879] lr: 7.757e-03, eta: 20:16:40, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8129, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.2240 2021-07-17 14:37:17,452 - mmaction - INFO - Epoch [211][1540/1879] lr: 7.757e-03, eta: 20:16:22, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.1933 2021-07-17 14:37:34,379 - mmaction - INFO - Epoch [211][1560/1879] lr: 7.757e-03, eta: 20:16:05, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.7729, loss: 1.7729, grad_norm: 5.1640 2021-07-17 14:37:51,068 - mmaction - INFO - Epoch [211][1580/1879] lr: 7.757e-03, eta: 20:15:47, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8172, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.0616 2021-07-17 14:38:07,625 - mmaction - INFO - Epoch [211][1600/1879] lr: 7.757e-03, eta: 20:15:29, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.2661 2021-07-17 14:38:24,087 - mmaction - INFO - Epoch [211][1620/1879] lr: 7.757e-03, eta: 20:15:11, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6012, top5_acc: 0.7922, loss_cls: 1.7332, loss: 1.7332, grad_norm: 5.1487 2021-07-17 14:38:40,853 - mmaction - INFO - Epoch [211][1640/1879] lr: 7.757e-03, eta: 20:14:53, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8070, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.2160 2021-07-17 14:38:57,574 - mmaction - INFO - Epoch [211][1660/1879] lr: 7.757e-03, eta: 20:14:35, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.1028 2021-07-17 14:39:14,018 - mmaction - INFO - Epoch [211][1680/1879] lr: 7.757e-03, eta: 20:14:17, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.5980, top5_acc: 0.8094, loss_cls: 1.7269, loss: 1.7269, grad_norm: 5.2417 2021-07-17 14:39:30,632 - mmaction - INFO - Epoch [211][1700/1879] lr: 7.757e-03, eta: 20:13:59, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.5965, top5_acc: 0.7988, loss_cls: 1.7316, loss: 1.7316, grad_norm: 5.2965 2021-07-17 14:39:47,412 - mmaction - INFO - Epoch [211][1720/1879] lr: 7.757e-03, eta: 20:13:41, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.2018 2021-07-17 14:40:04,066 - mmaction - INFO - Epoch [211][1740/1879] lr: 7.757e-03, eta: 20:13:24, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8082, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.1871 2021-07-17 14:40:20,664 - mmaction - INFO - Epoch [211][1760/1879] lr: 7.757e-03, eta: 20:13:06, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8141, loss_cls: 1.6307, loss: 1.6307, grad_norm: 5.0987 2021-07-17 14:40:37,139 - mmaction - INFO - Epoch [211][1780/1879] lr: 7.757e-03, eta: 20:12:48, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8160, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.1512 2021-07-17 14:40:53,730 - mmaction - INFO - Epoch [211][1800/1879] lr: 7.757e-03, eta: 20:12:30, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8168, loss_cls: 1.5994, loss: 1.5994, grad_norm: 4.9431 2021-07-17 14:41:10,334 - mmaction - INFO - Epoch [211][1820/1879] lr: 7.757e-03, eta: 20:12:12, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.5953, top5_acc: 0.7980, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.1256 2021-07-17 14:41:27,117 - mmaction - INFO - Epoch [211][1840/1879] lr: 7.757e-03, eta: 20:11:54, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8152, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.1685 2021-07-17 14:41:43,685 - mmaction - INFO - Epoch [211][1860/1879] lr: 7.757e-03, eta: 20:11:36, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.6043, top5_acc: 0.7996, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.1633 2021-07-17 14:42:03,557 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 14:42:03,561 - mmaction - INFO - 106 BN found 2021-07-17 14:46:41,715 - mmaction - INFO - BN stats updated 2021-07-17 14:47:48,459 - mmaction - INFO - Epoch [212][20/1879] lr: 7.432e-03, eta: 20:11:42, time: 3.235, data_time: 2.155, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8180, loss_cls: 1.6492, loss: 1.6492, grad_norm: 5.1128 2021-07-17 14:48:04,690 - mmaction - INFO - Epoch [212][40/1879] lr: 7.432e-03, eta: 20:11:24, time: 0.809, data_time: 0.005, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.2264 2021-07-17 14:48:21,168 - mmaction - INFO - Epoch [212][60/1879] lr: 7.432e-03, eta: 20:11:06, time: 0.826, data_time: 0.008, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.1729 2021-07-17 14:48:37,645 - mmaction - INFO - Epoch [212][80/1879] lr: 7.432e-03, eta: 20:10:48, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8156, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.1316 2021-07-17 14:48:54,161 - mmaction - INFO - Epoch [212][100/1879] lr: 7.432e-03, eta: 20:10:30, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8203, loss_cls: 1.6520, loss: 1.6520, grad_norm: 5.2089 2021-07-17 14:49:10,740 - mmaction - INFO - Epoch [212][120/1879] lr: 7.432e-03, eta: 20:10:12, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8043, loss_cls: 1.7040, loss: 1.7040, grad_norm: 5.1894 2021-07-17 14:49:27,314 - mmaction - INFO - Epoch [212][140/1879] lr: 7.432e-03, eta: 20:09:54, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8133, loss_cls: 1.6803, loss: 1.6803, grad_norm: 5.1679 2021-07-17 14:49:43,936 - mmaction - INFO - Epoch [212][160/1879] lr: 7.432e-03, eta: 20:09:36, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8094, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.1764 2021-07-17 14:50:00,377 - mmaction - INFO - Epoch [212][180/1879] lr: 7.432e-03, eta: 20:09:18, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.6051, top5_acc: 0.7977, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.2297 2021-07-17 14:50:16,985 - mmaction - INFO - Epoch [212][200/1879] lr: 7.432e-03, eta: 20:09:00, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8160, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.1760 2021-07-17 14:50:33,550 - mmaction - INFO - Epoch [212][220/1879] lr: 7.432e-03, eta: 20:08:42, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.1546 2021-07-17 14:50:50,171 - mmaction - INFO - Epoch [212][240/1879] lr: 7.432e-03, eta: 20:08:24, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.2451 2021-07-17 14:51:06,895 - mmaction - INFO - Epoch [212][260/1879] lr: 7.432e-03, eta: 20:08:06, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8156, loss_cls: 1.6230, loss: 1.6230, grad_norm: 5.1335 2021-07-17 14:51:23,567 - mmaction - INFO - Epoch [212][280/1879] lr: 7.432e-03, eta: 20:07:48, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5941, top5_acc: 0.7988, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.2151 2021-07-17 14:51:40,234 - mmaction - INFO - Epoch [212][300/1879] lr: 7.432e-03, eta: 20:07:30, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8090, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.2076 2021-07-17 14:51:56,908 - mmaction - INFO - Epoch [212][320/1879] lr: 7.432e-03, eta: 20:07:12, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.6546, loss: 1.6546, grad_norm: 5.1558 2021-07-17 14:52:13,446 - mmaction - INFO - Epoch [212][340/1879] lr: 7.432e-03, eta: 20:06:54, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8109, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.2205 2021-07-17 14:52:30,161 - mmaction - INFO - Epoch [212][360/1879] lr: 7.432e-03, eta: 20:06:36, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8047, loss_cls: 1.7358, loss: 1.7358, grad_norm: 5.1245 2021-07-17 14:52:46,757 - mmaction - INFO - Epoch [212][380/1879] lr: 7.432e-03, eta: 20:06:18, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8129, loss_cls: 1.6916, loss: 1.6916, grad_norm: 5.1295 2021-07-17 14:53:03,367 - mmaction - INFO - Epoch [212][400/1879] lr: 7.432e-03, eta: 20:06:00, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6234, top5_acc: 0.8363, loss_cls: 1.5727, loss: 1.5727, grad_norm: 5.1831 2021-07-17 14:53:19,998 - mmaction - INFO - Epoch [212][420/1879] lr: 7.432e-03, eta: 20:05:43, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.6638, loss: 1.6638, grad_norm: 5.1359 2021-07-17 14:53:36,596 - mmaction - INFO - Epoch [212][440/1879] lr: 7.432e-03, eta: 20:05:25, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8141, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.2260 2021-07-17 14:53:53,282 - mmaction - INFO - Epoch [212][460/1879] lr: 7.432e-03, eta: 20:05:07, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8176, loss_cls: 1.6114, loss: 1.6114, grad_norm: 5.1306 2021-07-17 14:54:09,767 - mmaction - INFO - Epoch [212][480/1879] lr: 7.432e-03, eta: 20:04:49, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8223, loss_cls: 1.6335, loss: 1.6335, grad_norm: 5.1408 2021-07-17 14:54:26,562 - mmaction - INFO - Epoch [212][500/1879] lr: 7.432e-03, eta: 20:04:31, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8141, loss_cls: 1.6279, loss: 1.6279, grad_norm: 5.1388 2021-07-17 14:54:43,220 - mmaction - INFO - Epoch [212][520/1879] lr: 7.432e-03, eta: 20:04:13, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8176, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.4211 2021-07-17 14:54:59,926 - mmaction - INFO - Epoch [212][540/1879] lr: 7.432e-03, eta: 20:03:55, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8086, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.2445 2021-07-17 14:55:16,390 - mmaction - INFO - Epoch [212][560/1879] lr: 7.432e-03, eta: 20:03:37, time: 0.825, data_time: 0.006, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8230, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.3053 2021-07-17 14:55:33,125 - mmaction - INFO - Epoch [212][580/1879] lr: 7.432e-03, eta: 20:03:19, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8133, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.0977 2021-07-17 14:55:49,748 - mmaction - INFO - Epoch [212][600/1879] lr: 7.432e-03, eta: 20:03:01, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.3087 2021-07-17 14:56:06,406 - mmaction - INFO - Epoch [212][620/1879] lr: 7.432e-03, eta: 20:02:44, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.2740 2021-07-17 14:56:23,098 - mmaction - INFO - Epoch [212][640/1879] lr: 7.432e-03, eta: 20:02:26, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8199, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.1719 2021-07-17 14:56:39,727 - mmaction - INFO - Epoch [212][660/1879] lr: 7.432e-03, eta: 20:02:08, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8066, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.1773 2021-07-17 14:56:56,353 - mmaction - INFO - Epoch [212][680/1879] lr: 7.432e-03, eta: 20:01:50, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8016, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.1847 2021-07-17 14:57:12,917 - mmaction - INFO - Epoch [212][700/1879] lr: 7.432e-03, eta: 20:01:32, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6023, top5_acc: 0.8020, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.1430 2021-07-17 14:57:29,509 - mmaction - INFO - Epoch [212][720/1879] lr: 7.432e-03, eta: 20:01:14, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.5941, top5_acc: 0.8027, loss_cls: 1.7246, loss: 1.7246, grad_norm: 5.2998 2021-07-17 14:57:46,240 - mmaction - INFO - Epoch [212][740/1879] lr: 7.432e-03, eta: 20:00:56, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8117, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.2483 2021-07-17 14:58:02,828 - mmaction - INFO - Epoch [212][760/1879] lr: 7.432e-03, eta: 20:00:38, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8152, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.1403 2021-07-17 14:58:19,512 - mmaction - INFO - Epoch [212][780/1879] lr: 7.432e-03, eta: 20:00:20, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8199, loss_cls: 1.6614, loss: 1.6614, grad_norm: 5.2007 2021-07-17 14:58:36,295 - mmaction - INFO - Epoch [212][800/1879] lr: 7.432e-03, eta: 20:00:03, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8129, loss_cls: 1.6774, loss: 1.6774, grad_norm: 5.1897 2021-07-17 14:58:53,065 - mmaction - INFO - Epoch [212][820/1879] lr: 7.432e-03, eta: 19:59:45, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6039, top5_acc: 0.8129, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.1907 2021-07-17 14:59:09,640 - mmaction - INFO - Epoch [212][840/1879] lr: 7.432e-03, eta: 19:59:27, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8074, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.1498 2021-07-17 14:59:26,177 - mmaction - INFO - Epoch [212][860/1879] lr: 7.432e-03, eta: 19:59:09, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8273, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.0461 2021-07-17 14:59:42,991 - mmaction - INFO - Epoch [212][880/1879] lr: 7.432e-03, eta: 19:58:51, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8117, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.1634 2021-07-17 14:59:59,775 - mmaction - INFO - Epoch [212][900/1879] lr: 7.432e-03, eta: 19:58:34, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.0202 2021-07-17 15:00:16,465 - mmaction - INFO - Epoch [212][920/1879] lr: 7.432e-03, eta: 19:58:16, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8184, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.1895 2021-07-17 15:00:33,381 - mmaction - INFO - Epoch [212][940/1879] lr: 7.432e-03, eta: 19:57:58, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8027, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.2560 2021-07-17 15:00:50,031 - mmaction - INFO - Epoch [212][960/1879] lr: 7.432e-03, eta: 19:57:40, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8129, loss_cls: 1.6241, loss: 1.6241, grad_norm: 5.1983 2021-07-17 15:01:06,633 - mmaction - INFO - Epoch [212][980/1879] lr: 7.432e-03, eta: 19:57:22, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8180, loss_cls: 1.6255, loss: 1.6255, grad_norm: 5.0537 2021-07-17 15:01:23,139 - mmaction - INFO - Epoch [212][1000/1879] lr: 7.432e-03, eta: 19:57:04, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8098, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.0557 2021-07-17 15:01:39,804 - mmaction - INFO - Epoch [212][1020/1879] lr: 7.432e-03, eta: 19:56:46, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8129, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.2284 2021-07-17 15:01:56,438 - mmaction - INFO - Epoch [212][1040/1879] lr: 7.432e-03, eta: 19:56:29, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8207, loss_cls: 1.6382, loss: 1.6382, grad_norm: 5.1700 2021-07-17 15:02:13,125 - mmaction - INFO - Epoch [212][1060/1879] lr: 7.432e-03, eta: 19:56:11, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6441, loss: 1.6441, grad_norm: 4.9526 2021-07-17 15:02:29,870 - mmaction - INFO - Epoch [212][1080/1879] lr: 7.432e-03, eta: 19:55:53, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8094, loss_cls: 1.6763, loss: 1.6763, grad_norm: 5.1331 2021-07-17 15:02:46,546 - mmaction - INFO - Epoch [212][1100/1879] lr: 7.432e-03, eta: 19:55:35, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.2328 2021-07-17 15:03:03,304 - mmaction - INFO - Epoch [212][1120/1879] lr: 7.432e-03, eta: 19:55:17, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8148, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.1599 2021-07-17 15:03:19,697 - mmaction - INFO - Epoch [212][1140/1879] lr: 7.432e-03, eta: 19:54:59, time: 0.821, data_time: 0.006, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8145, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.2416 2021-07-17 15:03:36,538 - mmaction - INFO - Epoch [212][1160/1879] lr: 7.432e-03, eta: 19:54:42, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8152, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.0598 2021-07-17 15:03:53,187 - mmaction - INFO - Epoch [212][1180/1879] lr: 7.432e-03, eta: 19:54:24, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8199, loss_cls: 1.6470, loss: 1.6470, grad_norm: 5.2308 2021-07-17 15:04:10,038 - mmaction - INFO - Epoch [212][1200/1879] lr: 7.432e-03, eta: 19:54:06, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8047, loss_cls: 1.6675, loss: 1.6675, grad_norm: 5.1171 2021-07-17 15:04:26,815 - mmaction - INFO - Epoch [212][1220/1879] lr: 7.432e-03, eta: 19:53:49, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8020, loss_cls: 1.7215, loss: 1.7215, grad_norm: 5.1715 2021-07-17 15:04:43,773 - mmaction - INFO - Epoch [212][1240/1879] lr: 7.432e-03, eta: 19:53:31, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8082, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.1046 2021-07-17 15:05:00,927 - mmaction - INFO - Epoch [212][1260/1879] lr: 7.432e-03, eta: 19:53:14, time: 0.860, data_time: 0.005, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8105, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.2015 2021-07-17 15:05:18,337 - mmaction - INFO - Epoch [212][1280/1879] lr: 7.432e-03, eta: 19:52:57, time: 0.871, data_time: 0.005, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8191, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.1609 2021-07-17 15:05:34,886 - mmaction - INFO - Epoch [212][1300/1879] lr: 7.432e-03, eta: 19:52:39, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.5977, top5_acc: 0.7988, loss_cls: 1.7139, loss: 1.7139, grad_norm: 5.1877 2021-07-17 15:05:51,471 - mmaction - INFO - Epoch [212][1320/1879] lr: 7.432e-03, eta: 19:52:21, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8141, loss_cls: 1.6793, loss: 1.6793, grad_norm: 5.1148 2021-07-17 15:06:08,257 - mmaction - INFO - Epoch [212][1340/1879] lr: 7.432e-03, eta: 19:52:03, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8086, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.2789 2021-07-17 15:06:24,971 - mmaction - INFO - Epoch [212][1360/1879] lr: 7.432e-03, eta: 19:51:45, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8160, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.1467 2021-07-17 15:06:41,808 - mmaction - INFO - Epoch [212][1380/1879] lr: 7.432e-03, eta: 19:51:28, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8168, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.1988 2021-07-17 15:06:58,562 - mmaction - INFO - Epoch [212][1400/1879] lr: 7.432e-03, eta: 19:51:10, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8023, loss_cls: 1.7431, loss: 1.7431, grad_norm: 5.3085 2021-07-17 15:07:15,394 - mmaction - INFO - Epoch [212][1420/1879] lr: 7.432e-03, eta: 19:50:53, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8109, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.1843 2021-07-17 15:07:32,074 - mmaction - INFO - Epoch [212][1440/1879] lr: 7.432e-03, eta: 19:50:35, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8105, loss_cls: 1.6758, loss: 1.6758, grad_norm: 5.1729 2021-07-17 15:07:48,687 - mmaction - INFO - Epoch [212][1460/1879] lr: 7.432e-03, eta: 19:50:17, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8102, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.2338 2021-07-17 15:08:05,381 - mmaction - INFO - Epoch [212][1480/1879] lr: 7.432e-03, eta: 19:49:59, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.1512 2021-07-17 15:08:21,967 - mmaction - INFO - Epoch [212][1500/1879] lr: 7.432e-03, eta: 19:49:41, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8168, loss_cls: 1.6487, loss: 1.6487, grad_norm: 5.1105 2021-07-17 15:08:38,839 - mmaction - INFO - Epoch [212][1520/1879] lr: 7.432e-03, eta: 19:49:23, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8121, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.1750 2021-07-17 15:08:55,364 - mmaction - INFO - Epoch [212][1540/1879] lr: 7.432e-03, eta: 19:49:05, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6012, top5_acc: 0.8004, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.1177 2021-07-17 15:09:12,147 - mmaction - INFO - Epoch [212][1560/1879] lr: 7.432e-03, eta: 19:48:48, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8059, loss_cls: 1.6634, loss: 1.6634, grad_norm: 5.2158 2021-07-17 15:09:28,771 - mmaction - INFO - Epoch [212][1580/1879] lr: 7.432e-03, eta: 19:48:30, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8082, loss_cls: 1.6683, loss: 1.6683, grad_norm: 5.2870 2021-07-17 15:09:45,514 - mmaction - INFO - Epoch [212][1600/1879] lr: 7.432e-03, eta: 19:48:12, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8105, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.0880 2021-07-17 15:10:02,133 - mmaction - INFO - Epoch [212][1620/1879] lr: 7.432e-03, eta: 19:47:54, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8152, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.2009 2021-07-17 15:10:18,743 - mmaction - INFO - Epoch [212][1640/1879] lr: 7.432e-03, eta: 19:47:36, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.5949, top5_acc: 0.7980, loss_cls: 1.7338, loss: 1.7338, grad_norm: 5.2195 2021-07-17 15:10:35,342 - mmaction - INFO - Epoch [212][1660/1879] lr: 7.432e-03, eta: 19:47:18, time: 0.828, data_time: 0.009, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8125, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.1411 2021-07-17 15:10:52,113 - mmaction - INFO - Epoch [212][1680/1879] lr: 7.432e-03, eta: 19:47:01, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8246, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.1042 2021-07-17 15:11:08,941 - mmaction - INFO - Epoch [212][1700/1879] lr: 7.432e-03, eta: 19:46:43, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8168, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.1656 2021-07-17 15:11:25,651 - mmaction - INFO - Epoch [212][1720/1879] lr: 7.432e-03, eta: 19:46:25, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8090, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.1649 2021-07-17 15:11:42,284 - mmaction - INFO - Epoch [212][1740/1879] lr: 7.432e-03, eta: 19:46:07, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8074, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.1806 2021-07-17 15:11:59,021 - mmaction - INFO - Epoch [212][1760/1879] lr: 7.432e-03, eta: 19:45:50, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8035, loss_cls: 1.7217, loss: 1.7217, grad_norm: 5.3455 2021-07-17 15:12:15,618 - mmaction - INFO - Epoch [212][1780/1879] lr: 7.432e-03, eta: 19:45:32, time: 0.830, data_time: 0.007, memory: 6455, top1_acc: 0.6047, top5_acc: 0.7973, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.1113 2021-07-17 15:12:32,023 - mmaction - INFO - Epoch [212][1800/1879] lr: 7.432e-03, eta: 19:45:14, time: 0.820, data_time: 0.002, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8137, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.2019 2021-07-17 15:12:48,569 - mmaction - INFO - Epoch [212][1820/1879] lr: 7.432e-03, eta: 19:44:56, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8160, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.1214 2021-07-17 15:13:05,456 - mmaction - INFO - Epoch [212][1840/1879] lr: 7.432e-03, eta: 19:44:38, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8098, loss_cls: 1.6481, loss: 1.6481, grad_norm: 5.2378 2021-07-17 15:13:21,970 - mmaction - INFO - Epoch [212][1860/1879] lr: 7.432e-03, eta: 19:44:20, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8047, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.2395 2021-07-17 15:13:43,286 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 15:13:43,290 - mmaction - INFO - 106 BN found 2021-07-17 15:18:29,889 - mmaction - INFO - BN stats updated 2021-07-17 15:18:31,905 - mmaction - INFO - Saving checkpoint at 212 epochs 2021-07-17 15:20:08,440 - mmaction - INFO - Epoch [213][20/1879] lr: 7.114e-03, eta: 19:45:00, time: 4.665, data_time: 3.579, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.0389 2021-07-17 15:20:24,443 - mmaction - INFO - Epoch [213][40/1879] lr: 7.114e-03, eta: 19:44:41, time: 0.799, data_time: 0.001, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8254, loss_cls: 1.5822, loss: 1.5822, grad_norm: 5.0855 2021-07-17 15:20:40,676 - mmaction - INFO - Epoch [213][60/1879] lr: 7.114e-03, eta: 19:44:23, time: 0.812, data_time: 0.006, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8207, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.1320 2021-07-17 15:20:57,254 - mmaction - INFO - Epoch [213][80/1879] lr: 7.114e-03, eta: 19:44:05, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.1843 2021-07-17 15:21:13,852 - mmaction - INFO - Epoch [213][100/1879] lr: 7.114e-03, eta: 19:43:47, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8168, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.1479 2021-07-17 15:21:30,461 - mmaction - INFO - Epoch [213][120/1879] lr: 7.114e-03, eta: 19:43:29, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8242, loss_cls: 1.5631, loss: 1.5631, grad_norm: 5.1352 2021-07-17 15:21:47,209 - mmaction - INFO - Epoch [213][140/1879] lr: 7.114e-03, eta: 19:43:11, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.2361 2021-07-17 15:22:03,856 - mmaction - INFO - Epoch [213][160/1879] lr: 7.114e-03, eta: 19:42:53, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8172, loss_cls: 1.6313, loss: 1.6313, grad_norm: 5.2126 2021-07-17 15:22:20,637 - mmaction - INFO - Epoch [213][180/1879] lr: 7.114e-03, eta: 19:42:35, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8113, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.0991 2021-07-17 15:22:37,063 - mmaction - INFO - Epoch [213][200/1879] lr: 7.114e-03, eta: 19:42:17, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.5996, top5_acc: 0.8125, loss_cls: 1.6550, loss: 1.6550, grad_norm: 5.2528 2021-07-17 15:22:53,628 - mmaction - INFO - Epoch [213][220/1879] lr: 7.114e-03, eta: 19:41:59, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8129, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.1868 2021-07-17 15:23:10,253 - mmaction - INFO - Epoch [213][240/1879] lr: 7.114e-03, eta: 19:41:41, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8051, loss_cls: 1.6884, loss: 1.6884, grad_norm: 5.3275 2021-07-17 15:23:26,823 - mmaction - INFO - Epoch [213][260/1879] lr: 7.114e-03, eta: 19:41:23, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6717, loss: 1.6717, grad_norm: 5.2840 2021-07-17 15:23:43,503 - mmaction - INFO - Epoch [213][280/1879] lr: 7.114e-03, eta: 19:41:06, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8145, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.2770 2021-07-17 15:23:59,967 - mmaction - INFO - Epoch [213][300/1879] lr: 7.114e-03, eta: 19:40:47, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.2196 2021-07-17 15:24:16,712 - mmaction - INFO - Epoch [213][320/1879] lr: 7.114e-03, eta: 19:40:30, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8133, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.2027 2021-07-17 15:24:33,356 - mmaction - INFO - Epoch [213][340/1879] lr: 7.114e-03, eta: 19:40:12, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8000, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.3612 2021-07-17 15:24:50,159 - mmaction - INFO - Epoch [213][360/1879] lr: 7.114e-03, eta: 19:39:54, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8121, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.1065 2021-07-17 15:25:06,936 - mmaction - INFO - Epoch [213][380/1879] lr: 7.114e-03, eta: 19:39:36, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8133, loss_cls: 1.6374, loss: 1.6374, grad_norm: 5.1558 2021-07-17 15:25:23,304 - mmaction - INFO - Epoch [213][400/1879] lr: 7.114e-03, eta: 19:39:18, time: 0.821, data_time: 0.003, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8031, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.1382 2021-07-17 15:25:40,130 - mmaction - INFO - Epoch [213][420/1879] lr: 7.114e-03, eta: 19:39:01, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8156, loss_cls: 1.6282, loss: 1.6282, grad_norm: 5.1358 2021-07-17 15:25:57,131 - mmaction - INFO - Epoch [213][440/1879] lr: 7.114e-03, eta: 19:38:43, time: 0.849, data_time: 0.002, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8098, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.1039 2021-07-17 15:26:13,677 - mmaction - INFO - Epoch [213][460/1879] lr: 7.114e-03, eta: 19:38:25, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8125, loss_cls: 1.6558, loss: 1.6558, grad_norm: 5.1777 2021-07-17 15:26:30,099 - mmaction - INFO - Epoch [213][480/1879] lr: 7.114e-03, eta: 19:38:07, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8340, loss_cls: 1.5654, loss: 1.5654, grad_norm: 5.1414 2021-07-17 15:26:46,863 - mmaction - INFO - Epoch [213][500/1879] lr: 7.114e-03, eta: 19:37:49, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8215, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.2333 2021-07-17 15:27:03,631 - mmaction - INFO - Epoch [213][520/1879] lr: 7.114e-03, eta: 19:37:32, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8191, loss_cls: 1.6334, loss: 1.6334, grad_norm: 5.2318 2021-07-17 15:27:20,270 - mmaction - INFO - Epoch [213][540/1879] lr: 7.114e-03, eta: 19:37:14, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8129, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.2489 2021-07-17 15:27:37,031 - mmaction - INFO - Epoch [213][560/1879] lr: 7.114e-03, eta: 19:36:56, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8277, loss_cls: 1.6308, loss: 1.6308, grad_norm: 5.2641 2021-07-17 15:27:53,621 - mmaction - INFO - Epoch [213][580/1879] lr: 7.114e-03, eta: 19:36:38, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6059, top5_acc: 0.8043, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.1884 2021-07-17 15:28:10,271 - mmaction - INFO - Epoch [213][600/1879] lr: 7.114e-03, eta: 19:36:20, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6410, loss: 1.6410, grad_norm: 5.2446 2021-07-17 15:28:26,982 - mmaction - INFO - Epoch [213][620/1879] lr: 7.114e-03, eta: 19:36:02, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8129, loss_cls: 1.6525, loss: 1.6525, grad_norm: 5.3075 2021-07-17 15:28:43,666 - mmaction - INFO - Epoch [213][640/1879] lr: 7.114e-03, eta: 19:35:45, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.6153, loss: 1.6153, grad_norm: 5.2013 2021-07-17 15:29:00,374 - mmaction - INFO - Epoch [213][660/1879] lr: 7.114e-03, eta: 19:35:27, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8047, loss_cls: 1.7001, loss: 1.7001, grad_norm: 5.3055 2021-07-17 15:29:17,021 - mmaction - INFO - Epoch [213][680/1879] lr: 7.114e-03, eta: 19:35:09, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8195, loss_cls: 1.6230, loss: 1.6230, grad_norm: 5.1549 2021-07-17 15:29:33,781 - mmaction - INFO - Epoch [213][700/1879] lr: 7.114e-03, eta: 19:34:51, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8086, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.3296 2021-07-17 15:29:50,249 - mmaction - INFO - Epoch [213][720/1879] lr: 7.114e-03, eta: 19:34:33, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.6176, top5_acc: 0.8230, loss_cls: 1.6174, loss: 1.6174, grad_norm: 5.2050 2021-07-17 15:30:07,089 - mmaction - INFO - Epoch [213][740/1879] lr: 7.114e-03, eta: 19:34:16, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8184, loss_cls: 1.6438, loss: 1.6438, grad_norm: 5.2672 2021-07-17 15:30:23,778 - mmaction - INFO - Epoch [213][760/1879] lr: 7.114e-03, eta: 19:33:58, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.2588 2021-07-17 15:30:40,364 - mmaction - INFO - Epoch [213][780/1879] lr: 7.114e-03, eta: 19:33:40, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8039, loss_cls: 1.6743, loss: 1.6743, grad_norm: 5.3119 2021-07-17 15:30:57,034 - mmaction - INFO - Epoch [213][800/1879] lr: 7.114e-03, eta: 19:33:22, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8109, loss_cls: 1.6629, loss: 1.6629, grad_norm: 5.3635 2021-07-17 15:31:13,861 - mmaction - INFO - Epoch [213][820/1879] lr: 7.114e-03, eta: 19:33:04, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6023, top5_acc: 0.7984, loss_cls: 1.7169, loss: 1.7169, grad_norm: 5.2676 2021-07-17 15:31:30,532 - mmaction - INFO - Epoch [213][840/1879] lr: 7.114e-03, eta: 19:32:46, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8066, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.2910 2021-07-17 15:31:47,200 - mmaction - INFO - Epoch [213][860/1879] lr: 7.114e-03, eta: 19:32:29, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8187, loss_cls: 1.6823, loss: 1.6823, grad_norm: 5.4139 2021-07-17 15:32:03,730 - mmaction - INFO - Epoch [213][880/1879] lr: 7.114e-03, eta: 19:32:11, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8141, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.1678 2021-07-17 15:32:20,575 - mmaction - INFO - Epoch [213][900/1879] lr: 7.114e-03, eta: 19:31:53, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8281, loss_cls: 1.5736, loss: 1.5736, grad_norm: 5.1997 2021-07-17 15:32:37,249 - mmaction - INFO - Epoch [213][920/1879] lr: 7.114e-03, eta: 19:31:35, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8145, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.2539 2021-07-17 15:32:54,113 - mmaction - INFO - Epoch [213][940/1879] lr: 7.114e-03, eta: 19:31:18, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8203, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.1969 2021-07-17 15:33:10,655 - mmaction - INFO - Epoch [213][960/1879] lr: 7.114e-03, eta: 19:31:00, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8152, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.2484 2021-07-17 15:33:27,259 - mmaction - INFO - Epoch [213][980/1879] lr: 7.114e-03, eta: 19:30:42, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.2107 2021-07-17 15:33:43,920 - mmaction - INFO - Epoch [213][1000/1879] lr: 7.114e-03, eta: 19:30:24, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8063, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.2705 2021-07-17 15:34:00,632 - mmaction - INFO - Epoch [213][1020/1879] lr: 7.114e-03, eta: 19:30:06, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8145, loss_cls: 1.6549, loss: 1.6549, grad_norm: 5.2133 2021-07-17 15:34:17,248 - mmaction - INFO - Epoch [213][1040/1879] lr: 7.114e-03, eta: 19:29:48, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8254, loss_cls: 1.5620, loss: 1.5620, grad_norm: 5.0772 2021-07-17 15:34:34,157 - mmaction - INFO - Epoch [213][1060/1879] lr: 7.114e-03, eta: 19:29:31, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6117, loss: 1.6117, grad_norm: 5.1998 2021-07-17 15:34:51,027 - mmaction - INFO - Epoch [213][1080/1879] lr: 7.114e-03, eta: 19:29:13, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.5988, top5_acc: 0.8121, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.3227 2021-07-17 15:35:08,294 - mmaction - INFO - Epoch [213][1100/1879] lr: 7.114e-03, eta: 19:28:56, time: 0.864, data_time: 0.005, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8059, loss_cls: 1.6732, loss: 1.6732, grad_norm: 5.2603 2021-07-17 15:35:25,239 - mmaction - INFO - Epoch [213][1120/1879] lr: 7.114e-03, eta: 19:28:38, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.5948, loss: 1.5948, grad_norm: 5.1147 2021-07-17 15:35:42,000 - mmaction - INFO - Epoch [213][1140/1879] lr: 7.114e-03, eta: 19:28:21, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8273, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.2641 2021-07-17 15:35:58,611 - mmaction - INFO - Epoch [213][1160/1879] lr: 7.114e-03, eta: 19:28:03, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6055, top5_acc: 0.7973, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.1534 2021-07-17 15:36:15,487 - mmaction - INFO - Epoch [213][1180/1879] lr: 7.114e-03, eta: 19:27:45, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8137, loss_cls: 1.6480, loss: 1.6480, grad_norm: 5.2112 2021-07-17 15:36:32,093 - mmaction - INFO - Epoch [213][1200/1879] lr: 7.114e-03, eta: 19:27:27, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8059, loss_cls: 1.6862, loss: 1.6862, grad_norm: 5.3057 2021-07-17 15:36:48,935 - mmaction - INFO - Epoch [213][1220/1879] lr: 7.114e-03, eta: 19:27:10, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8133, loss_cls: 1.6693, loss: 1.6693, grad_norm: 5.1886 2021-07-17 15:37:05,587 - mmaction - INFO - Epoch [213][1240/1879] lr: 7.114e-03, eta: 19:26:52, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8148, loss_cls: 1.6512, loss: 1.6512, grad_norm: 5.1480 2021-07-17 15:37:22,300 - mmaction - INFO - Epoch [213][1260/1879] lr: 7.114e-03, eta: 19:26:34, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8043, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.3595 2021-07-17 15:37:38,980 - mmaction - INFO - Epoch [213][1280/1879] lr: 7.114e-03, eta: 19:26:16, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8082, loss_cls: 1.6802, loss: 1.6802, grad_norm: 5.2610 2021-07-17 15:37:55,643 - mmaction - INFO - Epoch [213][1300/1879] lr: 7.114e-03, eta: 19:25:59, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6238, top5_acc: 0.8207, loss_cls: 1.5652, loss: 1.5652, grad_norm: 5.1105 2021-07-17 15:38:12,323 - mmaction - INFO - Epoch [213][1320/1879] lr: 7.114e-03, eta: 19:25:41, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.2539 2021-07-17 15:38:28,949 - mmaction - INFO - Epoch [213][1340/1879] lr: 7.114e-03, eta: 19:25:23, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8023, loss_cls: 1.7166, loss: 1.7166, grad_norm: 5.3803 2021-07-17 15:38:45,683 - mmaction - INFO - Epoch [213][1360/1879] lr: 7.114e-03, eta: 19:25:05, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8090, loss_cls: 1.6589, loss: 1.6589, grad_norm: 5.1733 2021-07-17 15:39:02,339 - mmaction - INFO - Epoch [213][1380/1879] lr: 7.114e-03, eta: 19:24:47, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.6831, loss: 1.6831, grad_norm: 5.2305 2021-07-17 15:39:19,194 - mmaction - INFO - Epoch [213][1400/1879] lr: 7.114e-03, eta: 19:24:30, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6074, top5_acc: 0.8086, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.1171 2021-07-17 15:39:35,689 - mmaction - INFO - Epoch [213][1420/1879] lr: 7.114e-03, eta: 19:24:12, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8215, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.1906 2021-07-17 15:39:52,330 - mmaction - INFO - Epoch [213][1440/1879] lr: 7.114e-03, eta: 19:23:54, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8215, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.3330 2021-07-17 15:40:08,854 - mmaction - INFO - Epoch [213][1460/1879] lr: 7.114e-03, eta: 19:23:36, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8105, loss_cls: 1.6994, loss: 1.6994, grad_norm: 5.4088 2021-07-17 15:40:25,515 - mmaction - INFO - Epoch [213][1480/1879] lr: 7.114e-03, eta: 19:23:18, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.2922 2021-07-17 15:40:42,274 - mmaction - INFO - Epoch [213][1500/1879] lr: 7.114e-03, eta: 19:23:00, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.2587 2021-07-17 15:40:58,932 - mmaction - INFO - Epoch [213][1520/1879] lr: 7.114e-03, eta: 19:22:43, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8082, loss_cls: 1.6855, loss: 1.6855, grad_norm: 5.3215 2021-07-17 15:41:15,543 - mmaction - INFO - Epoch [213][1540/1879] lr: 7.114e-03, eta: 19:22:25, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8078, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.2400 2021-07-17 15:41:32,348 - mmaction - INFO - Epoch [213][1560/1879] lr: 7.114e-03, eta: 19:22:07, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.1985 2021-07-17 15:41:49,065 - mmaction - INFO - Epoch [213][1580/1879] lr: 7.114e-03, eta: 19:21:49, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7313, loss: 1.7313, grad_norm: 5.3873 2021-07-17 15:42:05,832 - mmaction - INFO - Epoch [213][1600/1879] lr: 7.114e-03, eta: 19:21:32, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5926, top5_acc: 0.8020, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.2282 2021-07-17 15:42:22,469 - mmaction - INFO - Epoch [213][1620/1879] lr: 7.114e-03, eta: 19:21:14, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8191, loss_cls: 1.6088, loss: 1.6088, grad_norm: 5.1264 2021-07-17 15:42:39,153 - mmaction - INFO - Epoch [213][1640/1879] lr: 7.114e-03, eta: 19:20:56, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8199, loss_cls: 1.6301, loss: 1.6301, grad_norm: 5.3201 2021-07-17 15:42:55,833 - mmaction - INFO - Epoch [213][1660/1879] lr: 7.114e-03, eta: 19:20:38, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8102, loss_cls: 1.6983, loss: 1.6983, grad_norm: 5.5270 2021-07-17 15:43:12,538 - mmaction - INFO - Epoch [213][1680/1879] lr: 7.114e-03, eta: 19:20:21, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8227, loss_cls: 1.6141, loss: 1.6141, grad_norm: 5.1786 2021-07-17 15:43:29,226 - mmaction - INFO - Epoch [213][1700/1879] lr: 7.114e-03, eta: 19:20:03, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.2383 2021-07-17 15:43:45,811 - mmaction - INFO - Epoch [213][1720/1879] lr: 7.114e-03, eta: 19:19:45, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6176, top5_acc: 0.7969, loss_cls: 1.6803, loss: 1.6803, grad_norm: 5.1985 2021-07-17 15:44:02,401 - mmaction - INFO - Epoch [213][1740/1879] lr: 7.114e-03, eta: 19:19:27, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8102, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.3262 2021-07-17 15:44:19,124 - mmaction - INFO - Epoch [213][1760/1879] lr: 7.114e-03, eta: 19:19:09, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8164, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.1997 2021-07-17 15:44:35,768 - mmaction - INFO - Epoch [213][1780/1879] lr: 7.114e-03, eta: 19:18:51, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8105, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.2997 2021-07-17 15:44:52,344 - mmaction - INFO - Epoch [213][1800/1879] lr: 7.114e-03, eta: 19:18:33, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8074, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.3336 2021-07-17 15:45:08,998 - mmaction - INFO - Epoch [213][1820/1879] lr: 7.114e-03, eta: 19:18:16, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8113, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.1079 2021-07-17 15:45:25,677 - mmaction - INFO - Epoch [213][1840/1879] lr: 7.114e-03, eta: 19:17:58, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8262, loss_cls: 1.6009, loss: 1.6009, grad_norm: 5.2171 2021-07-17 15:45:42,301 - mmaction - INFO - Epoch [213][1860/1879] lr: 7.114e-03, eta: 19:17:40, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6766, loss: 1.6766, grad_norm: 5.2214 2021-07-17 15:46:07,454 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 15:46:07,458 - mmaction - INFO - 106 BN found 2021-07-17 15:50:57,189 - mmaction - INFO - BN stats updated 2021-07-17 15:52:33,966 - mmaction - INFO - Epoch [214][20/1879] lr: 6.801e-03, eta: 19:18:18, time: 4.735, data_time: 2.927, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5623, loss: 1.5623, grad_norm: 5.0795 2021-07-17 15:52:50,026 - mmaction - INFO - Epoch [214][40/1879] lr: 6.801e-03, eta: 19:17:59, time: 0.802, data_time: 0.006, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8148, loss_cls: 1.6555, loss: 1.6555, grad_norm: 5.2500 2021-07-17 15:53:06,257 - mmaction - INFO - Epoch [214][60/1879] lr: 6.801e-03, eta: 19:17:41, time: 0.813, data_time: 0.003, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8160, loss_cls: 1.6714, loss: 1.6714, grad_norm: 5.3240 2021-07-17 15:53:22,430 - mmaction - INFO - Epoch [214][80/1879] lr: 6.801e-03, eta: 19:17:22, time: 0.809, data_time: 0.002, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.5879, loss: 1.5879, grad_norm: 5.2905 2021-07-17 15:53:38,805 - mmaction - INFO - Epoch [214][100/1879] lr: 6.801e-03, eta: 19:17:04, time: 0.819, data_time: 0.005, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8277, loss_cls: 1.5815, loss: 1.5815, grad_norm: 5.2608 2021-07-17 15:53:55,270 - mmaction - INFO - Epoch [214][120/1879] lr: 6.801e-03, eta: 19:16:46, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.3043 2021-07-17 15:54:11,952 - mmaction - INFO - Epoch [214][140/1879] lr: 6.801e-03, eta: 19:16:28, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.6149, loss: 1.6149, grad_norm: 5.3470 2021-07-17 15:54:28,618 - mmaction - INFO - Epoch [214][160/1879] lr: 6.801e-03, eta: 19:16:10, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8137, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.1527 2021-07-17 15:54:45,052 - mmaction - INFO - Epoch [214][180/1879] lr: 6.801e-03, eta: 19:15:52, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8246, loss_cls: 1.5863, loss: 1.5863, grad_norm: 5.1649 2021-07-17 15:55:01,819 - mmaction - INFO - Epoch [214][200/1879] lr: 6.801e-03, eta: 19:15:35, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8187, loss_cls: 1.5937, loss: 1.5937, grad_norm: 5.2032 2021-07-17 15:55:18,472 - mmaction - INFO - Epoch [214][220/1879] lr: 6.801e-03, eta: 19:15:17, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8215, loss_cls: 1.6013, loss: 1.6013, grad_norm: 5.3515 2021-07-17 15:55:35,003 - mmaction - INFO - Epoch [214][240/1879] lr: 6.801e-03, eta: 19:14:59, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8117, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.3802 2021-07-17 15:55:51,564 - mmaction - INFO - Epoch [214][260/1879] lr: 6.801e-03, eta: 19:14:41, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.6008, loss: 1.6008, grad_norm: 5.2796 2021-07-17 15:56:08,300 - mmaction - INFO - Epoch [214][280/1879] lr: 6.801e-03, eta: 19:14:23, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8148, loss_cls: 1.6316, loss: 1.6316, grad_norm: 5.2346 2021-07-17 15:56:24,917 - mmaction - INFO - Epoch [214][300/1879] lr: 6.801e-03, eta: 19:14:05, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8187, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.1046 2021-07-17 15:56:41,762 - mmaction - INFO - Epoch [214][320/1879] lr: 6.801e-03, eta: 19:13:48, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8254, loss_cls: 1.5852, loss: 1.5852, grad_norm: 5.2881 2021-07-17 15:56:58,372 - mmaction - INFO - Epoch [214][340/1879] lr: 6.801e-03, eta: 19:13:30, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8301, loss_cls: 1.5617, loss: 1.5617, grad_norm: 5.2452 2021-07-17 15:57:15,145 - mmaction - INFO - Epoch [214][360/1879] lr: 6.801e-03, eta: 19:13:12, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6495, loss: 1.6495, grad_norm: 5.3287 2021-07-17 15:57:31,753 - mmaction - INFO - Epoch [214][380/1879] lr: 6.801e-03, eta: 19:12:54, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8094, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.2632 2021-07-17 15:57:48,355 - mmaction - INFO - Epoch [214][400/1879] lr: 6.801e-03, eta: 19:12:36, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8133, loss_cls: 1.6419, loss: 1.6419, grad_norm: 5.3267 2021-07-17 15:58:05,109 - mmaction - INFO - Epoch [214][420/1879] lr: 6.801e-03, eta: 19:12:19, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6238, top5_acc: 0.8254, loss_cls: 1.6014, loss: 1.6014, grad_norm: 5.3378 2021-07-17 15:58:21,728 - mmaction - INFO - Epoch [214][440/1879] lr: 6.801e-03, eta: 19:12:01, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8156, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.3626 2021-07-17 15:58:38,331 - mmaction - INFO - Epoch [214][460/1879] lr: 6.801e-03, eta: 19:11:43, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.5934, top5_acc: 0.8055, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.5556 2021-07-17 15:58:54,940 - mmaction - INFO - Epoch [214][480/1879] lr: 6.801e-03, eta: 19:11:25, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8285, loss_cls: 1.5842, loss: 1.5842, grad_norm: 5.3076 2021-07-17 15:59:11,566 - mmaction - INFO - Epoch [214][500/1879] lr: 6.801e-03, eta: 19:11:07, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.6809, loss: 1.6809, grad_norm: 5.4501 2021-07-17 15:59:28,259 - mmaction - INFO - Epoch [214][520/1879] lr: 6.801e-03, eta: 19:10:49, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8125, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.2697 2021-07-17 15:59:45,023 - mmaction - INFO - Epoch [214][540/1879] lr: 6.801e-03, eta: 19:10:31, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8230, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.1903 2021-07-17 16:00:01,844 - mmaction - INFO - Epoch [214][560/1879] lr: 6.801e-03, eta: 19:10:14, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8113, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.0773 2021-07-17 16:00:18,389 - mmaction - INFO - Epoch [214][580/1879] lr: 6.801e-03, eta: 19:09:56, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8207, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.3976 2021-07-17 16:00:34,798 - mmaction - INFO - Epoch [214][600/1879] lr: 6.801e-03, eta: 19:09:38, time: 0.820, data_time: 0.003, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8207, loss_cls: 1.6293, loss: 1.6293, grad_norm: 5.2377 2021-07-17 16:00:51,443 - mmaction - INFO - Epoch [214][620/1879] lr: 6.801e-03, eta: 19:09:20, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8289, loss_cls: 1.5262, loss: 1.5262, grad_norm: 5.1716 2021-07-17 16:01:07,963 - mmaction - INFO - Epoch [214][640/1879] lr: 6.801e-03, eta: 19:09:02, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8164, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.3038 2021-07-17 16:01:24,607 - mmaction - INFO - Epoch [214][660/1879] lr: 6.801e-03, eta: 19:08:44, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8313, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.2499 2021-07-17 16:01:41,343 - mmaction - INFO - Epoch [214][680/1879] lr: 6.801e-03, eta: 19:08:26, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8105, loss_cls: 1.6279, loss: 1.6279, grad_norm: 5.2867 2021-07-17 16:01:57,856 - mmaction - INFO - Epoch [214][700/1879] lr: 6.801e-03, eta: 19:08:08, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.6008, top5_acc: 0.8129, loss_cls: 1.6939, loss: 1.6939, grad_norm: 5.2637 2021-07-17 16:02:14,516 - mmaction - INFO - Epoch [214][720/1879] lr: 6.801e-03, eta: 19:07:51, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8137, loss_cls: 1.6756, loss: 1.6756, grad_norm: 5.2898 2021-07-17 16:02:31,171 - mmaction - INFO - Epoch [214][740/1879] lr: 6.801e-03, eta: 19:07:33, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8180, loss_cls: 1.5888, loss: 1.5888, grad_norm: 5.2200 2021-07-17 16:02:47,761 - mmaction - INFO - Epoch [214][760/1879] lr: 6.801e-03, eta: 19:07:15, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8023, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.3220 2021-07-17 16:03:04,535 - mmaction - INFO - Epoch [214][780/1879] lr: 6.801e-03, eta: 19:06:57, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8172, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.1908 2021-07-17 16:03:20,928 - mmaction - INFO - Epoch [214][800/1879] lr: 6.801e-03, eta: 19:06:39, time: 0.819, data_time: 0.001, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8191, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.1446 2021-07-17 16:03:37,697 - mmaction - INFO - Epoch [214][820/1879] lr: 6.801e-03, eta: 19:06:21, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8184, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.0436 2021-07-17 16:03:54,302 - mmaction - INFO - Epoch [214][840/1879] lr: 6.801e-03, eta: 19:06:03, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8207, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.4283 2021-07-17 16:04:11,081 - mmaction - INFO - Epoch [214][860/1879] lr: 6.801e-03, eta: 19:05:46, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8207, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.1796 2021-07-17 16:04:27,858 - mmaction - INFO - Epoch [214][880/1879] lr: 6.801e-03, eta: 19:05:28, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6090, top5_acc: 0.8063, loss_cls: 1.7189, loss: 1.7189, grad_norm: 5.4217 2021-07-17 16:04:44,270 - mmaction - INFO - Epoch [214][900/1879] lr: 6.801e-03, eta: 19:05:10, time: 0.820, data_time: 0.001, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8152, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.3267 2021-07-17 16:05:01,079 - mmaction - INFO - Epoch [214][920/1879] lr: 6.801e-03, eta: 19:04:52, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.5969, top5_acc: 0.8090, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.3526 2021-07-17 16:05:17,440 - mmaction - INFO - Epoch [214][940/1879] lr: 6.801e-03, eta: 19:04:34, time: 0.817, data_time: 0.003, memory: 6455, top1_acc: 0.6176, top5_acc: 0.8148, loss_cls: 1.6148, loss: 1.6148, grad_norm: 5.2974 2021-07-17 16:05:34,135 - mmaction - INFO - Epoch [214][960/1879] lr: 6.801e-03, eta: 19:04:16, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.5977, top5_acc: 0.8168, loss_cls: 1.6791, loss: 1.6791, grad_norm: 5.2506 2021-07-17 16:05:50,845 - mmaction - INFO - Epoch [214][980/1879] lr: 6.801e-03, eta: 19:03:59, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6175, loss: 1.6175, grad_norm: 5.2793 2021-07-17 16:06:07,384 - mmaction - INFO - Epoch [214][1000/1879] lr: 6.801e-03, eta: 19:03:41, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8187, loss_cls: 1.6470, loss: 1.6470, grad_norm: 5.3280 2021-07-17 16:06:23,963 - mmaction - INFO - Epoch [214][1020/1879] lr: 6.801e-03, eta: 19:03:23, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8180, loss_cls: 1.6298, loss: 1.6298, grad_norm: 5.3210 2021-07-17 16:06:40,378 - mmaction - INFO - Epoch [214][1040/1879] lr: 6.801e-03, eta: 19:03:05, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8148, loss_cls: 1.6583, loss: 1.6583, grad_norm: 5.1695 2021-07-17 16:06:56,790 - mmaction - INFO - Epoch [214][1060/1879] lr: 6.801e-03, eta: 19:02:47, time: 0.820, data_time: 0.004, memory: 6455, top1_acc: 0.6004, top5_acc: 0.8047, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.3665 2021-07-17 16:07:13,341 - mmaction - INFO - Epoch [214][1080/1879] lr: 6.801e-03, eta: 19:02:29, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6457, loss: 1.6457, grad_norm: 5.3220 2021-07-17 16:07:29,940 - mmaction - INFO - Epoch [214][1100/1879] lr: 6.801e-03, eta: 19:02:11, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6172, top5_acc: 0.8262, loss_cls: 1.6204, loss: 1.6204, grad_norm: 5.3297 2021-07-17 16:07:46,578 - mmaction - INFO - Epoch [214][1120/1879] lr: 6.801e-03, eta: 19:01:53, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6449, loss: 1.6449, grad_norm: 5.2308 2021-07-17 16:08:03,355 - mmaction - INFO - Epoch [214][1140/1879] lr: 6.801e-03, eta: 19:01:35, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.2185 2021-07-17 16:08:19,884 - mmaction - INFO - Epoch [214][1160/1879] lr: 6.801e-03, eta: 19:01:17, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5398, loss: 1.5398, grad_norm: 5.1615 2021-07-17 16:08:36,487 - mmaction - INFO - Epoch [214][1180/1879] lr: 6.801e-03, eta: 19:01:00, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8102, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.2273 2021-07-17 16:08:53,316 - mmaction - INFO - Epoch [214][1200/1879] lr: 6.801e-03, eta: 19:00:42, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8160, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.4741 2021-07-17 16:09:10,181 - mmaction - INFO - Epoch [214][1220/1879] lr: 6.801e-03, eta: 19:00:24, time: 0.844, data_time: 0.006, memory: 6455, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.3658 2021-07-17 16:09:26,680 - mmaction - INFO - Epoch [214][1240/1879] lr: 6.801e-03, eta: 19:00:06, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8125, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.5177 2021-07-17 16:09:43,307 - mmaction - INFO - Epoch [214][1260/1879] lr: 6.801e-03, eta: 18:59:49, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8207, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.3451 2021-07-17 16:10:00,044 - mmaction - INFO - Epoch [214][1280/1879] lr: 6.801e-03, eta: 18:59:31, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8148, loss_cls: 1.6426, loss: 1.6426, grad_norm: 5.2257 2021-07-17 16:10:16,912 - mmaction - INFO - Epoch [214][1300/1879] lr: 6.801e-03, eta: 18:59:13, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8211, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.1209 2021-07-17 16:10:33,640 - mmaction - INFO - Epoch [214][1320/1879] lr: 6.801e-03, eta: 18:58:56, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8363, loss_cls: 1.5431, loss: 1.5431, grad_norm: 5.2831 2021-07-17 16:10:50,184 - mmaction - INFO - Epoch [214][1340/1879] lr: 6.801e-03, eta: 18:58:38, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8035, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.3620 2021-07-17 16:11:06,851 - mmaction - INFO - Epoch [214][1360/1879] lr: 6.801e-03, eta: 18:58:20, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8273, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.1590 2021-07-17 16:11:23,412 - mmaction - INFO - Epoch [214][1380/1879] lr: 6.801e-03, eta: 18:58:02, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8184, loss_cls: 1.6351, loss: 1.6351, grad_norm: 5.3132 2021-07-17 16:11:40,155 - mmaction - INFO - Epoch [214][1400/1879] lr: 6.801e-03, eta: 18:57:44, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8215, loss_cls: 1.5920, loss: 1.5920, grad_norm: 5.1294 2021-07-17 16:11:56,789 - mmaction - INFO - Epoch [214][1420/1879] lr: 6.801e-03, eta: 18:57:26, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8184, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.3245 2021-07-17 16:12:13,542 - mmaction - INFO - Epoch [214][1440/1879] lr: 6.801e-03, eta: 18:57:09, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8102, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.2369 2021-07-17 16:12:30,201 - mmaction - INFO - Epoch [214][1460/1879] lr: 6.801e-03, eta: 18:56:51, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6039, top5_acc: 0.7945, loss_cls: 1.6949, loss: 1.6949, grad_norm: 5.4075 2021-07-17 16:12:47,003 - mmaction - INFO - Epoch [214][1480/1879] lr: 6.801e-03, eta: 18:56:33, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8223, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.3736 2021-07-17 16:13:03,398 - mmaction - INFO - Epoch [214][1500/1879] lr: 6.801e-03, eta: 18:56:15, time: 0.820, data_time: 0.006, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8152, loss_cls: 1.6406, loss: 1.6406, grad_norm: 5.3780 2021-07-17 16:13:20,155 - mmaction - INFO - Epoch [214][1520/1879] lr: 6.801e-03, eta: 18:55:58, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8117, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.4031 2021-07-17 16:13:36,775 - mmaction - INFO - Epoch [214][1540/1879] lr: 6.801e-03, eta: 18:55:40, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6016, top5_acc: 0.8207, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.3034 2021-07-17 16:13:53,723 - mmaction - INFO - Epoch [214][1560/1879] lr: 6.801e-03, eta: 18:55:22, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8160, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.2277 2021-07-17 16:14:10,314 - mmaction - INFO - Epoch [214][1580/1879] lr: 6.801e-03, eta: 18:55:04, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6152, top5_acc: 0.8082, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.2540 2021-07-17 16:14:26,952 - mmaction - INFO - Epoch [214][1600/1879] lr: 6.801e-03, eta: 18:54:46, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8004, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.4290 2021-07-17 16:14:43,736 - mmaction - INFO - Epoch [214][1620/1879] lr: 6.801e-03, eta: 18:54:29, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8129, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.3680 2021-07-17 16:15:00,396 - mmaction - INFO - Epoch [214][1640/1879] lr: 6.801e-03, eta: 18:54:11, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8059, loss_cls: 1.6962, loss: 1.6962, grad_norm: 5.4549 2021-07-17 16:15:17,091 - mmaction - INFO - Epoch [214][1660/1879] lr: 6.801e-03, eta: 18:53:53, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6080, loss: 1.6080, grad_norm: 5.2798 2021-07-17 16:15:33,759 - mmaction - INFO - Epoch [214][1680/1879] lr: 6.801e-03, eta: 18:53:36, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8180, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.4248 2021-07-17 16:15:50,517 - mmaction - INFO - Epoch [214][1700/1879] lr: 6.801e-03, eta: 18:53:18, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8160, loss_cls: 1.6549, loss: 1.6549, grad_norm: 5.3301 2021-07-17 16:16:07,241 - mmaction - INFO - Epoch [214][1720/1879] lr: 6.801e-03, eta: 18:53:00, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8125, loss_cls: 1.6411, loss: 1.6411, grad_norm: 5.2500 2021-07-17 16:16:24,065 - mmaction - INFO - Epoch [214][1740/1879] lr: 6.801e-03, eta: 18:52:43, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8121, loss_cls: 1.6687, loss: 1.6687, grad_norm: 5.2585 2021-07-17 16:16:40,721 - mmaction - INFO - Epoch [214][1760/1879] lr: 6.801e-03, eta: 18:52:25, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6020, top5_acc: 0.8109, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.4770 2021-07-17 16:16:57,277 - mmaction - INFO - Epoch [214][1780/1879] lr: 6.801e-03, eta: 18:52:07, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8187, loss_cls: 1.6075, loss: 1.6075, grad_norm: 5.2776 2021-07-17 16:17:14,006 - mmaction - INFO - Epoch [214][1800/1879] lr: 6.801e-03, eta: 18:51:49, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8207, loss_cls: 1.5743, loss: 1.5743, grad_norm: 5.2581 2021-07-17 16:17:30,679 - mmaction - INFO - Epoch [214][1820/1879] lr: 6.801e-03, eta: 18:51:31, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6113, top5_acc: 0.8195, loss_cls: 1.6691, loss: 1.6691, grad_norm: 5.3412 2021-07-17 16:17:47,447 - mmaction - INFO - Epoch [214][1840/1879] lr: 6.801e-03, eta: 18:51:14, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8074, loss_cls: 1.6960, loss: 1.6960, grad_norm: 5.4376 2021-07-17 16:18:04,365 - mmaction - INFO - Epoch [214][1860/1879] lr: 6.801e-03, eta: 18:50:56, time: 0.844, data_time: 0.007, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.4832 2021-07-17 16:18:25,998 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 16:18:26,008 - mmaction - INFO - 106 BN found 2021-07-17 16:23:10,953 - mmaction - INFO - BN stats updated 2021-07-17 16:24:26,241 - mmaction - INFO - Epoch [215][20/1879] lr: 6.496e-03, eta: 18:51:07, time: 3.661, data_time: 2.606, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8164, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.4029 2021-07-17 16:24:42,437 - mmaction - INFO - Epoch [215][40/1879] lr: 6.496e-03, eta: 18:50:48, time: 0.811, data_time: 0.005, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8289, loss_cls: 1.5647, loss: 1.5647, grad_norm: 5.3584 2021-07-17 16:24:58,568 - mmaction - INFO - Epoch [215][60/1879] lr: 6.496e-03, eta: 18:50:30, time: 0.806, data_time: 0.006, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8195, loss_cls: 1.6056, loss: 1.6056, grad_norm: 5.3972 2021-07-17 16:25:15,215 - mmaction - INFO - Epoch [215][80/1879] lr: 6.496e-03, eta: 18:50:12, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8160, loss_cls: 1.6200, loss: 1.6200, grad_norm: 5.3308 2021-07-17 16:25:31,828 - mmaction - INFO - Epoch [215][100/1879] lr: 6.496e-03, eta: 18:49:54, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8234, loss_cls: 1.5885, loss: 1.5885, grad_norm: 5.2464 2021-07-17 16:25:48,499 - mmaction - INFO - Epoch [215][120/1879] lr: 6.496e-03, eta: 18:49:36, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8313, loss_cls: 1.5533, loss: 1.5533, grad_norm: 5.2257 2021-07-17 16:26:05,065 - mmaction - INFO - Epoch [215][140/1879] lr: 6.496e-03, eta: 18:49:19, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8207, loss_cls: 1.5814, loss: 1.5814, grad_norm: 5.3469 2021-07-17 16:26:21,761 - mmaction - INFO - Epoch [215][160/1879] lr: 6.496e-03, eta: 18:49:01, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8109, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.3235 2021-07-17 16:26:38,284 - mmaction - INFO - Epoch [215][180/1879] lr: 6.496e-03, eta: 18:48:43, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8172, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.3293 2021-07-17 16:26:55,076 - mmaction - INFO - Epoch [215][200/1879] lr: 6.496e-03, eta: 18:48:25, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.1032 2021-07-17 16:27:11,736 - mmaction - INFO - Epoch [215][220/1879] lr: 6.496e-03, eta: 18:48:07, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8230, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.4205 2021-07-17 16:27:28,468 - mmaction - INFO - Epoch [215][240/1879] lr: 6.496e-03, eta: 18:47:50, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8141, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.3707 2021-07-17 16:27:45,144 - mmaction - INFO - Epoch [215][260/1879] lr: 6.496e-03, eta: 18:47:32, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8254, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.3616 2021-07-17 16:28:02,073 - mmaction - INFO - Epoch [215][280/1879] lr: 6.496e-03, eta: 18:47:14, time: 0.846, data_time: 0.002, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8207, loss_cls: 1.6292, loss: 1.6292, grad_norm: 5.3341 2021-07-17 16:28:18,598 - mmaction - INFO - Epoch [215][300/1879] lr: 6.496e-03, eta: 18:46:56, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8121, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.3639 2021-07-17 16:28:35,594 - mmaction - INFO - Epoch [215][320/1879] lr: 6.496e-03, eta: 18:46:39, time: 0.851, data_time: 0.003, memory: 6455, top1_acc: 0.6035, top5_acc: 0.8066, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.3582 2021-07-17 16:28:52,238 - mmaction - INFO - Epoch [215][340/1879] lr: 6.496e-03, eta: 18:46:21, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8203, loss_cls: 1.6230, loss: 1.6230, grad_norm: 5.2810 2021-07-17 16:29:08,929 - mmaction - INFO - Epoch [215][360/1879] lr: 6.496e-03, eta: 18:46:03, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.3342 2021-07-17 16:29:25,586 - mmaction - INFO - Epoch [215][380/1879] lr: 6.496e-03, eta: 18:45:46, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8105, loss_cls: 1.6824, loss: 1.6824, grad_norm: 5.4576 2021-07-17 16:29:42,287 - mmaction - INFO - Epoch [215][400/1879] lr: 6.496e-03, eta: 18:45:28, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8254, loss_cls: 1.5496, loss: 1.5496, grad_norm: 5.3459 2021-07-17 16:29:59,111 - mmaction - INFO - Epoch [215][420/1879] lr: 6.496e-03, eta: 18:45:10, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8258, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.3643 2021-07-17 16:30:15,720 - mmaction - INFO - Epoch [215][440/1879] lr: 6.496e-03, eta: 18:44:52, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.4180 2021-07-17 16:30:32,502 - mmaction - INFO - Epoch [215][460/1879] lr: 6.496e-03, eta: 18:44:35, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8176, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.5051 2021-07-17 16:30:49,290 - mmaction - INFO - Epoch [215][480/1879] lr: 6.496e-03, eta: 18:44:17, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8113, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.1233 2021-07-17 16:31:06,089 - mmaction - INFO - Epoch [215][500/1879] lr: 6.496e-03, eta: 18:43:59, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8289, loss_cls: 1.5439, loss: 1.5439, grad_norm: 5.2754 2021-07-17 16:31:22,761 - mmaction - INFO - Epoch [215][520/1879] lr: 6.496e-03, eta: 18:43:42, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8199, loss_cls: 1.5872, loss: 1.5872, grad_norm: 5.4183 2021-07-17 16:31:39,335 - mmaction - INFO - Epoch [215][540/1879] lr: 6.496e-03, eta: 18:43:24, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8117, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.4476 2021-07-17 16:31:56,159 - mmaction - INFO - Epoch [215][560/1879] lr: 6.496e-03, eta: 18:43:06, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8129, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.3108 2021-07-17 16:32:12,925 - mmaction - INFO - Epoch [215][580/1879] lr: 6.496e-03, eta: 18:42:49, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8309, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.1842 2021-07-17 16:32:29,750 - mmaction - INFO - Epoch [215][600/1879] lr: 6.496e-03, eta: 18:42:31, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8184, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.1755 2021-07-17 16:32:46,585 - mmaction - INFO - Epoch [215][620/1879] lr: 6.496e-03, eta: 18:42:13, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8277, loss_cls: 1.5692, loss: 1.5692, grad_norm: 5.3264 2021-07-17 16:33:03,172 - mmaction - INFO - Epoch [215][640/1879] lr: 6.496e-03, eta: 18:41:55, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8082, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.4040 2021-07-17 16:33:19,916 - mmaction - INFO - Epoch [215][660/1879] lr: 6.496e-03, eta: 18:41:38, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8195, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.2183 2021-07-17 16:33:36,488 - mmaction - INFO - Epoch [215][680/1879] lr: 6.496e-03, eta: 18:41:20, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8105, loss_cls: 1.6306, loss: 1.6306, grad_norm: 5.2653 2021-07-17 16:33:53,248 - mmaction - INFO - Epoch [215][700/1879] lr: 6.496e-03, eta: 18:41:02, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8148, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.4007 2021-07-17 16:34:09,899 - mmaction - INFO - Epoch [215][720/1879] lr: 6.496e-03, eta: 18:40:44, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6433, loss: 1.6433, grad_norm: 5.3556 2021-07-17 16:34:26,639 - mmaction - INFO - Epoch [215][740/1879] lr: 6.496e-03, eta: 18:40:27, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8160, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.4653 2021-07-17 16:34:43,372 - mmaction - INFO - Epoch [215][760/1879] lr: 6.496e-03, eta: 18:40:09, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8105, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.5272 2021-07-17 16:35:00,125 - mmaction - INFO - Epoch [215][780/1879] lr: 6.496e-03, eta: 18:39:51, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8098, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.3493 2021-07-17 16:35:17,013 - mmaction - INFO - Epoch [215][800/1879] lr: 6.496e-03, eta: 18:39:34, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8223, loss_cls: 1.5725, loss: 1.5725, grad_norm: 5.3227 2021-07-17 16:35:33,750 - mmaction - INFO - Epoch [215][820/1879] lr: 6.496e-03, eta: 18:39:16, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8180, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.4071 2021-07-17 16:35:50,372 - mmaction - INFO - Epoch [215][840/1879] lr: 6.496e-03, eta: 18:38:58, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5630, loss: 1.5630, grad_norm: 5.2390 2021-07-17 16:36:07,210 - mmaction - INFO - Epoch [215][860/1879] lr: 6.496e-03, eta: 18:38:41, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8102, loss_cls: 1.6520, loss: 1.6520, grad_norm: 5.4220 2021-07-17 16:36:23,748 - mmaction - INFO - Epoch [215][880/1879] lr: 6.496e-03, eta: 18:38:23, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.4034 2021-07-17 16:36:40,656 - mmaction - INFO - Epoch [215][900/1879] lr: 6.496e-03, eta: 18:38:05, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8082, loss_cls: 1.5888, loss: 1.5888, grad_norm: 5.2963 2021-07-17 16:36:57,128 - mmaction - INFO - Epoch [215][920/1879] lr: 6.496e-03, eta: 18:37:47, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8145, loss_cls: 1.6754, loss: 1.6754, grad_norm: 5.5695 2021-07-17 16:37:13,969 - mmaction - INFO - Epoch [215][940/1879] lr: 6.496e-03, eta: 18:37:30, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8121, loss_cls: 1.6672, loss: 1.6672, grad_norm: 5.3366 2021-07-17 16:37:30,523 - mmaction - INFO - Epoch [215][960/1879] lr: 6.496e-03, eta: 18:37:12, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8180, loss_cls: 1.6119, loss: 1.6119, grad_norm: 5.2065 2021-07-17 16:37:47,364 - mmaction - INFO - Epoch [215][980/1879] lr: 6.496e-03, eta: 18:36:54, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6176, top5_acc: 0.8117, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.2371 2021-07-17 16:38:04,168 - mmaction - INFO - Epoch [215][1000/1879] lr: 6.496e-03, eta: 18:36:37, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6062, top5_acc: 0.8121, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.3542 2021-07-17 16:38:20,893 - mmaction - INFO - Epoch [215][1020/1879] lr: 6.496e-03, eta: 18:36:19, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6098, top5_acc: 0.8137, loss_cls: 1.6319, loss: 1.6319, grad_norm: 5.2861 2021-07-17 16:38:37,667 - mmaction - INFO - Epoch [215][1040/1879] lr: 6.496e-03, eta: 18:36:01, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6250, top5_acc: 0.8148, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.2813 2021-07-17 16:38:55,118 - mmaction - INFO - Epoch [215][1060/1879] lr: 6.496e-03, eta: 18:35:44, time: 0.874, data_time: 0.005, memory: 6455, top1_acc: 0.5930, top5_acc: 0.8098, loss_cls: 1.7167, loss: 1.7167, grad_norm: 5.4335 2021-07-17 16:39:11,989 - mmaction - INFO - Epoch [215][1080/1879] lr: 6.496e-03, eta: 18:35:27, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8156, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.4860 2021-07-17 16:39:28,729 - mmaction - INFO - Epoch [215][1100/1879] lr: 6.496e-03, eta: 18:35:09, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8047, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.3058 2021-07-17 16:39:45,528 - mmaction - INFO - Epoch [215][1120/1879] lr: 6.496e-03, eta: 18:34:51, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8105, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.4121 2021-07-17 16:40:02,117 - mmaction - INFO - Epoch [215][1140/1879] lr: 6.496e-03, eta: 18:34:34, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8262, loss_cls: 1.6108, loss: 1.6108, grad_norm: 5.2906 2021-07-17 16:40:19,064 - mmaction - INFO - Epoch [215][1160/1879] lr: 6.496e-03, eta: 18:34:16, time: 0.848, data_time: 0.002, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8129, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.5408 2021-07-17 16:40:35,669 - mmaction - INFO - Epoch [215][1180/1879] lr: 6.496e-03, eta: 18:33:58, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8195, loss_cls: 1.6373, loss: 1.6373, grad_norm: 5.4817 2021-07-17 16:40:52,113 - mmaction - INFO - Epoch [215][1200/1879] lr: 6.496e-03, eta: 18:33:40, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8066, loss_cls: 1.6757, loss: 1.6757, grad_norm: 5.4745 2021-07-17 16:41:08,766 - mmaction - INFO - Epoch [215][1220/1879] lr: 6.496e-03, eta: 18:33:23, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8223, loss_cls: 1.5947, loss: 1.5947, grad_norm: 5.3662 2021-07-17 16:41:25,439 - mmaction - INFO - Epoch [215][1240/1879] lr: 6.496e-03, eta: 18:33:05, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.3198 2021-07-17 16:41:42,078 - mmaction - INFO - Epoch [215][1260/1879] lr: 6.496e-03, eta: 18:32:47, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8141, loss_cls: 1.5973, loss: 1.5973, grad_norm: 5.2142 2021-07-17 16:41:58,969 - mmaction - INFO - Epoch [215][1280/1879] lr: 6.496e-03, eta: 18:32:29, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8109, loss_cls: 1.6734, loss: 1.6734, grad_norm: 5.3586 2021-07-17 16:42:15,727 - mmaction - INFO - Epoch [215][1300/1879] lr: 6.496e-03, eta: 18:32:12, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.6124, loss: 1.6124, grad_norm: 5.3515 2021-07-17 16:42:32,413 - mmaction - INFO - Epoch [215][1320/1879] lr: 6.496e-03, eta: 18:31:54, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8117, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.4277 2021-07-17 16:42:49,198 - mmaction - INFO - Epoch [215][1340/1879] lr: 6.496e-03, eta: 18:31:36, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8277, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.3781 2021-07-17 16:43:05,784 - mmaction - INFO - Epoch [215][1360/1879] lr: 6.496e-03, eta: 18:31:19, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.5938, top5_acc: 0.8074, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.4522 2021-07-17 16:43:22,333 - mmaction - INFO - Epoch [215][1380/1879] lr: 6.496e-03, eta: 18:31:01, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8082, loss_cls: 1.6655, loss: 1.6655, grad_norm: 5.3337 2021-07-17 16:43:39,085 - mmaction - INFO - Epoch [215][1400/1879] lr: 6.496e-03, eta: 18:30:43, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8180, loss_cls: 1.6168, loss: 1.6168, grad_norm: 5.3526 2021-07-17 16:43:55,921 - mmaction - INFO - Epoch [215][1420/1879] lr: 6.496e-03, eta: 18:30:25, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8262, loss_cls: 1.5994, loss: 1.5994, grad_norm: 5.3019 2021-07-17 16:44:12,665 - mmaction - INFO - Epoch [215][1440/1879] lr: 6.496e-03, eta: 18:30:08, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8301, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.2874 2021-07-17 16:44:29,242 - mmaction - INFO - Epoch [215][1460/1879] lr: 6.496e-03, eta: 18:29:50, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8207, loss_cls: 1.6000, loss: 1.6000, grad_norm: 5.4049 2021-07-17 16:44:46,045 - mmaction - INFO - Epoch [215][1480/1879] lr: 6.496e-03, eta: 18:29:32, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.4167 2021-07-17 16:45:02,851 - mmaction - INFO - Epoch [215][1500/1879] lr: 6.496e-03, eta: 18:29:15, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6082, top5_acc: 0.8262, loss_cls: 1.6408, loss: 1.6408, grad_norm: 5.6569 2021-07-17 16:45:19,633 - mmaction - INFO - Epoch [215][1520/1879] lr: 6.496e-03, eta: 18:28:57, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5496, loss: 1.5496, grad_norm: 5.3853 2021-07-17 16:45:36,346 - mmaction - INFO - Epoch [215][1540/1879] lr: 6.496e-03, eta: 18:28:39, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8168, loss_cls: 1.6126, loss: 1.6126, grad_norm: 5.3184 2021-07-17 16:45:53,089 - mmaction - INFO - Epoch [215][1560/1879] lr: 6.496e-03, eta: 18:28:22, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8160, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.3007 2021-07-17 16:46:09,834 - mmaction - INFO - Epoch [215][1580/1879] lr: 6.496e-03, eta: 18:28:04, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8121, loss_cls: 1.5982, loss: 1.5982, grad_norm: 5.2676 2021-07-17 16:46:26,417 - mmaction - INFO - Epoch [215][1600/1879] lr: 6.496e-03, eta: 18:27:46, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8262, loss_cls: 1.5718, loss: 1.5718, grad_norm: 5.3683 2021-07-17 16:46:43,149 - mmaction - INFO - Epoch [215][1620/1879] lr: 6.496e-03, eta: 18:27:29, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8164, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.3116 2021-07-17 16:47:00,051 - mmaction - INFO - Epoch [215][1640/1879] lr: 6.496e-03, eta: 18:27:11, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8211, loss_cls: 1.6039, loss: 1.6039, grad_norm: 5.4112 2021-07-17 16:47:16,630 - mmaction - INFO - Epoch [215][1660/1879] lr: 6.496e-03, eta: 18:26:53, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8113, loss_cls: 1.6449, loss: 1.6449, grad_norm: 5.4223 2021-07-17 16:47:33,331 - mmaction - INFO - Epoch [215][1680/1879] lr: 6.496e-03, eta: 18:26:36, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8246, loss_cls: 1.5760, loss: 1.5760, grad_norm: 5.3555 2021-07-17 16:47:49,986 - mmaction - INFO - Epoch [215][1700/1879] lr: 6.496e-03, eta: 18:26:18, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8109, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.4688 2021-07-17 16:48:06,685 - mmaction - INFO - Epoch [215][1720/1879] lr: 6.496e-03, eta: 18:26:00, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8215, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.3463 2021-07-17 16:48:23,431 - mmaction - INFO - Epoch [215][1740/1879] lr: 6.496e-03, eta: 18:25:42, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6027, top5_acc: 0.8105, loss_cls: 1.6771, loss: 1.6771, grad_norm: 5.4597 2021-07-17 16:48:40,034 - mmaction - INFO - Epoch [215][1760/1879] lr: 6.496e-03, eta: 18:25:25, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8059, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.3157 2021-07-17 16:48:56,454 - mmaction - INFO - Epoch [215][1780/1879] lr: 6.496e-03, eta: 18:25:07, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8016, loss_cls: 1.6919, loss: 1.6919, grad_norm: 5.4168 2021-07-17 16:49:13,331 - mmaction - INFO - Epoch [215][1800/1879] lr: 6.496e-03, eta: 18:24:49, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8277, loss_cls: 1.6269, loss: 1.6269, grad_norm: 5.4775 2021-07-17 16:49:30,014 - mmaction - INFO - Epoch [215][1820/1879] lr: 6.496e-03, eta: 18:24:31, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8121, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.4127 2021-07-17 16:49:46,842 - mmaction - INFO - Epoch [215][1840/1879] lr: 6.496e-03, eta: 18:24:14, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8152, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.4281 2021-07-17 16:50:03,583 - mmaction - INFO - Epoch [215][1860/1879] lr: 6.496e-03, eta: 18:23:56, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8230, loss_cls: 1.6368, loss: 1.6368, grad_norm: 5.4372 2021-07-17 16:50:25,190 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 16:50:25,196 - mmaction - INFO - 106 BN found 2021-07-17 16:55:08,379 - mmaction - INFO - BN stats updated 2021-07-17 16:57:55,783 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 16:57:56,708 - mmaction - INFO - top1_acc 0.6541 top5_acc 0.8597 2021-07-17 16:57:56,708 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 16:57:56,751 - mmaction - INFO - mean_acc 0.6539 2021-07-17 16:58:00,358 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_215.pth. 2021-07-17 16:58:00,359 - mmaction - INFO - Best top1_acc is 0.6541 at 215 epoch. 2021-07-17 16:58:00,367 - mmaction - INFO - Epoch(val) [215][155] top1_acc: 0.6541, top5_acc: 0.8597, mean_class_accuracy: 0.6539 2021-07-17 16:58:48,436 - mmaction - INFO - Epoch [216][20/1879] lr: 6.196e-03, eta: 18:23:38, time: 2.401, data_time: 1.580, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8125, loss_cls: 1.6134, loss: 1.6134, grad_norm: 5.3090 2021-07-17 16:59:04,679 - mmaction - INFO - Epoch [216][40/1879] lr: 6.196e-03, eta: 18:23:20, time: 0.813, data_time: 0.004, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8234, loss_cls: 1.5889, loss: 1.5889, grad_norm: 5.4069 2021-07-17 16:59:20,987 - mmaction - INFO - Epoch [216][60/1879] lr: 6.196e-03, eta: 18:23:01, time: 0.813, data_time: 0.004, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8242, loss_cls: 1.5999, loss: 1.5999, grad_norm: 5.4822 2021-07-17 16:59:37,506 - mmaction - INFO - Epoch [216][80/1879] lr: 6.196e-03, eta: 18:22:44, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8199, loss_cls: 1.6019, loss: 1.6019, grad_norm: 5.4259 2021-07-17 16:59:54,057 - mmaction - INFO - Epoch [216][100/1879] lr: 6.196e-03, eta: 18:22:26, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8281, loss_cls: 1.5854, loss: 1.5854, grad_norm: 5.2782 2021-07-17 17:00:10,793 - mmaction - INFO - Epoch [216][120/1879] lr: 6.196e-03, eta: 18:22:08, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8176, loss_cls: 1.6507, loss: 1.6507, grad_norm: 5.4912 2021-07-17 17:00:27,392 - mmaction - INFO - Epoch [216][140/1879] lr: 6.196e-03, eta: 18:21:50, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8223, loss_cls: 1.6225, loss: 1.6225, grad_norm: 5.3907 2021-07-17 17:00:43,980 - mmaction - INFO - Epoch [216][160/1879] lr: 6.196e-03, eta: 18:21:32, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8340, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.4936 2021-07-17 17:01:00,576 - mmaction - INFO - Epoch [216][180/1879] lr: 6.196e-03, eta: 18:21:15, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8168, loss_cls: 1.6582, loss: 1.6582, grad_norm: 5.3110 2021-07-17 17:01:17,201 - mmaction - INFO - Epoch [216][200/1879] lr: 6.196e-03, eta: 18:20:57, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8316, loss_cls: 1.5869, loss: 1.5869, grad_norm: 5.3494 2021-07-17 17:01:33,828 - mmaction - INFO - Epoch [216][220/1879] lr: 6.196e-03, eta: 18:20:39, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8195, loss_cls: 1.6163, loss: 1.6163, grad_norm: 5.3920 2021-07-17 17:01:50,620 - mmaction - INFO - Epoch [216][240/1879] lr: 6.196e-03, eta: 18:20:21, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6238, top5_acc: 0.8211, loss_cls: 1.6062, loss: 1.6062, grad_norm: 5.3796 2021-07-17 17:02:07,473 - mmaction - INFO - Epoch [216][260/1879] lr: 6.196e-03, eta: 18:20:04, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8023, loss_cls: 1.6638, loss: 1.6638, grad_norm: 5.3544 2021-07-17 17:02:24,344 - mmaction - INFO - Epoch [216][280/1879] lr: 6.196e-03, eta: 18:19:46, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8160, loss_cls: 1.6480, loss: 1.6480, grad_norm: 5.4531 2021-07-17 17:02:41,020 - mmaction - INFO - Epoch [216][300/1879] lr: 6.196e-03, eta: 18:19:28, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5568, loss: 1.5568, grad_norm: 5.2890 2021-07-17 17:02:57,725 - mmaction - INFO - Epoch [216][320/1879] lr: 6.196e-03, eta: 18:19:11, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8152, loss_cls: 1.6383, loss: 1.6383, grad_norm: 5.4402 2021-07-17 17:03:14,451 - mmaction - INFO - Epoch [216][340/1879] lr: 6.196e-03, eta: 18:18:53, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8262, loss_cls: 1.5737, loss: 1.5737, grad_norm: 5.3936 2021-07-17 17:03:31,339 - mmaction - INFO - Epoch [216][360/1879] lr: 6.196e-03, eta: 18:18:36, time: 0.845, data_time: 0.002, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8270, loss_cls: 1.5425, loss: 1.5425, grad_norm: 5.3500 2021-07-17 17:03:48,220 - mmaction - INFO - Epoch [216][380/1879] lr: 6.196e-03, eta: 18:18:18, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8137, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.4776 2021-07-17 17:04:05,405 - mmaction - INFO - Epoch [216][400/1879] lr: 6.196e-03, eta: 18:18:01, time: 0.860, data_time: 0.004, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8262, loss_cls: 1.5722, loss: 1.5722, grad_norm: 5.3907 2021-07-17 17:04:22,212 - mmaction - INFO - Epoch [216][420/1879] lr: 6.196e-03, eta: 18:17:43, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.5753 2021-07-17 17:04:38,970 - mmaction - INFO - Epoch [216][440/1879] lr: 6.196e-03, eta: 18:17:26, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8332, loss_cls: 1.5616, loss: 1.5616, grad_norm: 5.3434 2021-07-17 17:04:55,709 - mmaction - INFO - Epoch [216][460/1879] lr: 6.196e-03, eta: 18:17:08, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8262, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.3267 2021-07-17 17:05:12,559 - mmaction - INFO - Epoch [216][480/1879] lr: 6.196e-03, eta: 18:16:50, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8145, loss_cls: 1.6069, loss: 1.6069, grad_norm: 5.4473 2021-07-17 17:05:29,293 - mmaction - INFO - Epoch [216][500/1879] lr: 6.196e-03, eta: 18:16:33, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8262, loss_cls: 1.5978, loss: 1.5978, grad_norm: 5.2234 2021-07-17 17:05:45,915 - mmaction - INFO - Epoch [216][520/1879] lr: 6.196e-03, eta: 18:16:15, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8281, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.2049 2021-07-17 17:06:02,899 - mmaction - INFO - Epoch [216][540/1879] lr: 6.196e-03, eta: 18:15:58, time: 0.851, data_time: 0.006, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8238, loss_cls: 1.6059, loss: 1.6059, grad_norm: 5.4484 2021-07-17 17:06:19,689 - mmaction - INFO - Epoch [216][560/1879] lr: 6.196e-03, eta: 18:15:40, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8199, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.2756 2021-07-17 17:06:36,523 - mmaction - INFO - Epoch [216][580/1879] lr: 6.196e-03, eta: 18:15:22, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8344, loss_cls: 1.5629, loss: 1.5629, grad_norm: 5.3644 2021-07-17 17:06:53,210 - mmaction - INFO - Epoch [216][600/1879] lr: 6.196e-03, eta: 18:15:05, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8191, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.4848 2021-07-17 17:07:10,180 - mmaction - INFO - Epoch [216][620/1879] lr: 6.196e-03, eta: 18:14:47, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5789, loss: 1.5789, grad_norm: 5.5257 2021-07-17 17:07:26,826 - mmaction - INFO - Epoch [216][640/1879] lr: 6.196e-03, eta: 18:14:30, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8270, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.4461 2021-07-17 17:07:43,784 - mmaction - INFO - Epoch [216][660/1879] lr: 6.196e-03, eta: 18:14:12, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8230, loss_cls: 1.5545, loss: 1.5545, grad_norm: 5.2998 2021-07-17 17:08:00,257 - mmaction - INFO - Epoch [216][680/1879] lr: 6.196e-03, eta: 18:13:54, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.6250, top5_acc: 0.8207, loss_cls: 1.5857, loss: 1.5857, grad_norm: 5.4554 2021-07-17 17:08:17,050 - mmaction - INFO - Epoch [216][700/1879] lr: 6.196e-03, eta: 18:13:37, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8180, loss_cls: 1.5663, loss: 1.5663, grad_norm: 5.3648 2021-07-17 17:08:33,782 - mmaction - INFO - Epoch [216][720/1879] lr: 6.196e-03, eta: 18:13:19, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6250, top5_acc: 0.8117, loss_cls: 1.6206, loss: 1.6206, grad_norm: 5.4348 2021-07-17 17:08:50,545 - mmaction - INFO - Epoch [216][740/1879] lr: 6.196e-03, eta: 18:13:01, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8316, loss_cls: 1.4957, loss: 1.4957, grad_norm: 5.2521 2021-07-17 17:09:07,232 - mmaction - INFO - Epoch [216][760/1879] lr: 6.196e-03, eta: 18:12:44, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.5241 2021-07-17 17:09:24,015 - mmaction - INFO - Epoch [216][780/1879] lr: 6.196e-03, eta: 18:12:26, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8184, loss_cls: 1.5848, loss: 1.5848, grad_norm: 5.3719 2021-07-17 17:09:40,542 - mmaction - INFO - Epoch [216][800/1879] lr: 6.196e-03, eta: 18:12:08, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8168, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.5197 2021-07-17 17:09:57,402 - mmaction - INFO - Epoch [216][820/1879] lr: 6.196e-03, eta: 18:11:51, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8156, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.4078 2021-07-17 17:10:14,129 - mmaction - INFO - Epoch [216][840/1879] lr: 6.196e-03, eta: 18:11:33, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8152, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.5301 2021-07-17 17:10:30,986 - mmaction - INFO - Epoch [216][860/1879] lr: 6.196e-03, eta: 18:11:15, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5612, loss: 1.5612, grad_norm: 5.4105 2021-07-17 17:10:47,912 - mmaction - INFO - Epoch [216][880/1879] lr: 6.196e-03, eta: 18:10:58, time: 0.849, data_time: 0.005, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8152, loss_cls: 1.6411, loss: 1.6411, grad_norm: 5.4363 2021-07-17 17:11:04,663 - mmaction - INFO - Epoch [216][900/1879] lr: 6.196e-03, eta: 18:10:40, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8238, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.4489 2021-07-17 17:11:21,483 - mmaction - INFO - Epoch [216][920/1879] lr: 6.196e-03, eta: 18:10:23, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8148, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.3614 2021-07-17 17:11:38,120 - mmaction - INFO - Epoch [216][940/1879] lr: 6.196e-03, eta: 18:10:05, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6176, top5_acc: 0.8133, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.3404 2021-07-17 17:11:54,965 - mmaction - INFO - Epoch [216][960/1879] lr: 6.196e-03, eta: 18:09:47, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6282, loss: 1.6282, grad_norm: 5.3815 2021-07-17 17:12:11,592 - mmaction - INFO - Epoch [216][980/1879] lr: 6.196e-03, eta: 18:09:30, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8207, loss_cls: 1.6096, loss: 1.6096, grad_norm: 5.3841 2021-07-17 17:12:28,207 - mmaction - INFO - Epoch [216][1000/1879] lr: 6.196e-03, eta: 18:09:12, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8242, loss_cls: 1.5746, loss: 1.5746, grad_norm: 5.3626 2021-07-17 17:12:45,247 - mmaction - INFO - Epoch [216][1020/1879] lr: 6.196e-03, eta: 18:08:55, time: 0.852, data_time: 0.004, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8059, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.3882 2021-07-17 17:13:01,920 - mmaction - INFO - Epoch [216][1040/1879] lr: 6.196e-03, eta: 18:08:37, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8277, loss_cls: 1.5649, loss: 1.5649, grad_norm: 5.3025 2021-07-17 17:13:18,555 - mmaction - INFO - Epoch [216][1060/1879] lr: 6.196e-03, eta: 18:08:19, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5928, loss: 1.5928, grad_norm: 5.4680 2021-07-17 17:13:35,091 - mmaction - INFO - Epoch [216][1080/1879] lr: 6.196e-03, eta: 18:08:01, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8281, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.5476 2021-07-17 17:13:51,863 - mmaction - INFO - Epoch [216][1100/1879] lr: 6.196e-03, eta: 18:07:44, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8105, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.4129 2021-07-17 17:14:08,562 - mmaction - INFO - Epoch [216][1120/1879] lr: 6.196e-03, eta: 18:07:26, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8141, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.4263 2021-07-17 17:14:25,117 - mmaction - INFO - Epoch [216][1140/1879] lr: 6.196e-03, eta: 18:07:08, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6176, top5_acc: 0.8258, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.4099 2021-07-17 17:14:41,980 - mmaction - INFO - Epoch [216][1160/1879] lr: 6.196e-03, eta: 18:06:51, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8129, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.4983 2021-07-17 17:14:58,882 - mmaction - INFO - Epoch [216][1180/1879] lr: 6.196e-03, eta: 18:06:33, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8129, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.4760 2021-07-17 17:15:15,399 - mmaction - INFO - Epoch [216][1200/1879] lr: 6.196e-03, eta: 18:06:15, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8105, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.4057 2021-07-17 17:15:32,231 - mmaction - INFO - Epoch [216][1220/1879] lr: 6.196e-03, eta: 18:05:58, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8125, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.3443 2021-07-17 17:15:48,857 - mmaction - INFO - Epoch [216][1240/1879] lr: 6.196e-03, eta: 18:05:40, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8242, loss_cls: 1.5826, loss: 1.5826, grad_norm: 5.3618 2021-07-17 17:16:05,503 - mmaction - INFO - Epoch [216][1260/1879] lr: 6.196e-03, eta: 18:05:22, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6301, top5_acc: 0.8242, loss_cls: 1.5736, loss: 1.5736, grad_norm: 5.2034 2021-07-17 17:16:22,249 - mmaction - INFO - Epoch [216][1280/1879] lr: 6.196e-03, eta: 18:05:04, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8285, loss_cls: 1.5416, loss: 1.5416, grad_norm: 5.2271 2021-07-17 17:16:39,189 - mmaction - INFO - Epoch [216][1300/1879] lr: 6.196e-03, eta: 18:04:47, time: 0.849, data_time: 0.003, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5358, loss: 1.5358, grad_norm: 5.3390 2021-07-17 17:16:56,045 - mmaction - INFO - Epoch [216][1320/1879] lr: 6.196e-03, eta: 18:04:29, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6070, top5_acc: 0.8129, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.5400 2021-07-17 17:17:12,896 - mmaction - INFO - Epoch [216][1340/1879] lr: 6.196e-03, eta: 18:04:12, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8098, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.4716 2021-07-17 17:17:29,842 - mmaction - INFO - Epoch [216][1360/1879] lr: 6.196e-03, eta: 18:03:55, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5609, loss: 1.5609, grad_norm: 5.3604 2021-07-17 17:17:46,444 - mmaction - INFO - Epoch [216][1380/1879] lr: 6.196e-03, eta: 18:03:37, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8262, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.5037 2021-07-17 17:18:03,200 - mmaction - INFO - Epoch [216][1400/1879] lr: 6.196e-03, eta: 18:03:19, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6435, loss: 1.6435, grad_norm: 5.4915 2021-07-17 17:18:19,864 - mmaction - INFO - Epoch [216][1420/1879] lr: 6.196e-03, eta: 18:03:01, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.4483 2021-07-17 17:18:36,614 - mmaction - INFO - Epoch [216][1440/1879] lr: 6.196e-03, eta: 18:02:44, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8219, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.4148 2021-07-17 17:18:53,330 - mmaction - INFO - Epoch [216][1460/1879] lr: 6.196e-03, eta: 18:02:26, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8172, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.4594 2021-07-17 17:19:09,990 - mmaction - INFO - Epoch [216][1480/1879] lr: 6.196e-03, eta: 18:02:08, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.3936 2021-07-17 17:19:26,944 - mmaction - INFO - Epoch [216][1500/1879] lr: 6.196e-03, eta: 18:01:51, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.3253 2021-07-17 17:19:43,724 - mmaction - INFO - Epoch [216][1520/1879] lr: 6.196e-03, eta: 18:01:33, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8316, loss_cls: 1.5441, loss: 1.5441, grad_norm: 5.2688 2021-07-17 17:20:00,343 - mmaction - INFO - Epoch [216][1540/1879] lr: 6.196e-03, eta: 18:01:16, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8168, loss_cls: 1.5872, loss: 1.5872, grad_norm: 5.3372 2021-07-17 17:20:16,999 - mmaction - INFO - Epoch [216][1560/1879] lr: 6.196e-03, eta: 18:00:58, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8098, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.4613 2021-07-17 17:20:33,713 - mmaction - INFO - Epoch [216][1580/1879] lr: 6.196e-03, eta: 18:00:40, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8277, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.4102 2021-07-17 17:20:50,397 - mmaction - INFO - Epoch [216][1600/1879] lr: 6.196e-03, eta: 18:00:23, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8254, loss_cls: 1.5651, loss: 1.5651, grad_norm: 5.3690 2021-07-17 17:21:06,932 - mmaction - INFO - Epoch [216][1620/1879] lr: 6.196e-03, eta: 18:00:05, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8184, loss_cls: 1.6063, loss: 1.6063, grad_norm: 5.3942 2021-07-17 17:21:23,634 - mmaction - INFO - Epoch [216][1640/1879] lr: 6.196e-03, eta: 17:59:47, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.6238, top5_acc: 0.8195, loss_cls: 1.5959, loss: 1.5959, grad_norm: 5.3074 2021-07-17 17:21:40,292 - mmaction - INFO - Epoch [216][1660/1879] lr: 6.196e-03, eta: 17:59:29, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8230, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.5859 2021-07-17 17:21:56,898 - mmaction - INFO - Epoch [216][1680/1879] lr: 6.196e-03, eta: 17:59:12, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.5321 2021-07-17 17:22:13,692 - mmaction - INFO - Epoch [216][1700/1879] lr: 6.196e-03, eta: 17:58:54, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8199, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.3145 2021-07-17 17:22:30,617 - mmaction - INFO - Epoch [216][1720/1879] lr: 6.196e-03, eta: 17:58:36, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8094, loss_cls: 1.6146, loss: 1.6146, grad_norm: 5.2698 2021-07-17 17:22:47,250 - mmaction - INFO - Epoch [216][1740/1879] lr: 6.196e-03, eta: 17:58:19, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8254, loss_cls: 1.5788, loss: 1.5788, grad_norm: 5.2800 2021-07-17 17:23:04,181 - mmaction - INFO - Epoch [216][1760/1879] lr: 6.196e-03, eta: 17:58:01, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8164, loss_cls: 1.6051, loss: 1.6051, grad_norm: 5.3815 2021-07-17 17:23:20,943 - mmaction - INFO - Epoch [216][1780/1879] lr: 6.196e-03, eta: 17:57:44, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8156, loss_cls: 1.6424, loss: 1.6424, grad_norm: 5.4870 2021-07-17 17:23:37,621 - mmaction - INFO - Epoch [216][1800/1879] lr: 6.196e-03, eta: 17:57:26, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.4461 2021-07-17 17:23:54,408 - mmaction - INFO - Epoch [216][1820/1879] lr: 6.196e-03, eta: 17:57:09, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8090, loss_cls: 1.6596, loss: 1.6596, grad_norm: 5.5223 2021-07-17 17:24:11,151 - mmaction - INFO - Epoch [216][1840/1879] lr: 6.196e-03, eta: 17:56:51, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5693, loss: 1.5693, grad_norm: 5.4609 2021-07-17 17:24:27,802 - mmaction - INFO - Epoch [216][1860/1879] lr: 6.196e-03, eta: 17:56:33, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5388, loss: 1.5388, grad_norm: 5.3206 2021-07-17 17:24:49,092 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 17:24:49,096 - mmaction - INFO - 106 BN found 2021-07-17 17:29:39,350 - mmaction - INFO - BN stats updated 2021-07-17 17:29:41,370 - mmaction - INFO - Saving checkpoint at 216 epochs 2021-07-17 17:30:34,542 - mmaction - INFO - Epoch [217][20/1879] lr: 5.904e-03, eta: 17:56:18, time: 2.609, data_time: 1.767, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8285, loss_cls: 1.5401, loss: 1.5401, grad_norm: 5.3484 2021-07-17 17:30:50,775 - mmaction - INFO - Epoch [217][40/1879] lr: 5.904e-03, eta: 17:56:00, time: 0.810, data_time: 0.001, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8402, loss_cls: 1.4862, loss: 1.4862, grad_norm: 5.3151 2021-07-17 17:31:07,037 - mmaction - INFO - Epoch [217][60/1879] lr: 5.904e-03, eta: 17:55:42, time: 0.814, data_time: 0.003, memory: 6455, top1_acc: 0.6051, top5_acc: 0.8086, loss_cls: 1.6516, loss: 1.6516, grad_norm: 5.5830 2021-07-17 17:31:23,384 - mmaction - INFO - Epoch [217][80/1879] lr: 5.904e-03, eta: 17:55:24, time: 0.816, data_time: 0.005, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8227, loss_cls: 1.5759, loss: 1.5759, grad_norm: 5.4677 2021-07-17 17:31:39,965 - mmaction - INFO - Epoch [217][100/1879] lr: 5.904e-03, eta: 17:55:06, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8293, loss_cls: 1.5612, loss: 1.5612, grad_norm: 5.5633 2021-07-17 17:31:56,672 - mmaction - INFO - Epoch [217][120/1879] lr: 5.904e-03, eta: 17:54:49, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8168, loss_cls: 1.6238, loss: 1.6238, grad_norm: 5.4667 2021-07-17 17:32:13,148 - mmaction - INFO - Epoch [217][140/1879] lr: 5.904e-03, eta: 17:54:31, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8184, loss_cls: 1.6203, loss: 1.6203, grad_norm: 5.4563 2021-07-17 17:32:30,015 - mmaction - INFO - Epoch [217][160/1879] lr: 5.904e-03, eta: 17:54:13, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6121, top5_acc: 0.8266, loss_cls: 1.5893, loss: 1.5893, grad_norm: 5.5418 2021-07-17 17:32:46,622 - mmaction - INFO - Epoch [217][180/1879] lr: 5.904e-03, eta: 17:53:55, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8297, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.5064 2021-07-17 17:33:03,256 - mmaction - INFO - Epoch [217][200/1879] lr: 5.904e-03, eta: 17:53:38, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8121, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.5524 2021-07-17 17:33:19,824 - mmaction - INFO - Epoch [217][220/1879] lr: 5.904e-03, eta: 17:53:20, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6234, top5_acc: 0.8145, loss_cls: 1.6234, loss: 1.6234, grad_norm: 5.3554 2021-07-17 17:33:36,531 - mmaction - INFO - Epoch [217][240/1879] lr: 5.904e-03, eta: 17:53:02, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8348, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.3108 2021-07-17 17:33:53,210 - mmaction - INFO - Epoch [217][260/1879] lr: 5.904e-03, eta: 17:52:44, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8246, loss_cls: 1.5701, loss: 1.5701, grad_norm: 5.3307 2021-07-17 17:34:09,887 - mmaction - INFO - Epoch [217][280/1879] lr: 5.904e-03, eta: 17:52:27, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.3429 2021-07-17 17:34:26,680 - mmaction - INFO - Epoch [217][300/1879] lr: 5.904e-03, eta: 17:52:09, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8207, loss_cls: 1.5751, loss: 1.5751, grad_norm: 5.3926 2021-07-17 17:34:43,285 - mmaction - INFO - Epoch [217][320/1879] lr: 5.904e-03, eta: 17:51:51, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8344, loss_cls: 1.5485, loss: 1.5485, grad_norm: 5.5335 2021-07-17 17:34:59,807 - mmaction - INFO - Epoch [217][340/1879] lr: 5.904e-03, eta: 17:51:34, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8313, loss_cls: 1.5465, loss: 1.5465, grad_norm: 5.4454 2021-07-17 17:35:16,470 - mmaction - INFO - Epoch [217][360/1879] lr: 5.904e-03, eta: 17:51:16, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8125, loss_cls: 1.6291, loss: 1.6291, grad_norm: 5.4656 2021-07-17 17:35:33,176 - mmaction - INFO - Epoch [217][380/1879] lr: 5.904e-03, eta: 17:50:58, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.3588 2021-07-17 17:35:49,818 - mmaction - INFO - Epoch [217][400/1879] lr: 5.904e-03, eta: 17:50:40, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6148, top5_acc: 0.8066, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.5957 2021-07-17 17:36:06,610 - mmaction - INFO - Epoch [217][420/1879] lr: 5.904e-03, eta: 17:50:23, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8160, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.5588 2021-07-17 17:36:23,298 - mmaction - INFO - Epoch [217][440/1879] lr: 5.904e-03, eta: 17:50:05, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8301, loss_cls: 1.5515, loss: 1.5515, grad_norm: 5.3382 2021-07-17 17:36:40,179 - mmaction - INFO - Epoch [217][460/1879] lr: 5.904e-03, eta: 17:49:48, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8258, loss_cls: 1.5446, loss: 1.5446, grad_norm: 5.3476 2021-07-17 17:36:56,909 - mmaction - INFO - Epoch [217][480/1879] lr: 5.904e-03, eta: 17:49:30, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8160, loss_cls: 1.5788, loss: 1.5788, grad_norm: 5.5491 2021-07-17 17:37:13,954 - mmaction - INFO - Epoch [217][500/1879] lr: 5.904e-03, eta: 17:49:13, time: 0.851, data_time: 0.001, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8324, loss_cls: 1.5742, loss: 1.5742, grad_norm: 5.4789 2021-07-17 17:37:30,739 - mmaction - INFO - Epoch [217][520/1879] lr: 5.904e-03, eta: 17:48:55, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8141, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.4500 2021-07-17 17:37:47,386 - mmaction - INFO - Epoch [217][540/1879] lr: 5.904e-03, eta: 17:48:38, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6468, loss: 1.6468, grad_norm: 5.4981 2021-07-17 17:38:04,143 - mmaction - INFO - Epoch [217][560/1879] lr: 5.904e-03, eta: 17:48:20, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8270, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.3981 2021-07-17 17:38:20,822 - mmaction - INFO - Epoch [217][580/1879] lr: 5.904e-03, eta: 17:48:02, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8207, loss_cls: 1.5903, loss: 1.5903, grad_norm: 5.4279 2021-07-17 17:38:37,706 - mmaction - INFO - Epoch [217][600/1879] lr: 5.904e-03, eta: 17:47:45, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5627, loss: 1.5627, grad_norm: 5.3128 2021-07-17 17:38:54,354 - mmaction - INFO - Epoch [217][620/1879] lr: 5.904e-03, eta: 17:47:27, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8238, loss_cls: 1.5645, loss: 1.5645, grad_norm: 5.4337 2021-07-17 17:39:11,067 - mmaction - INFO - Epoch [217][640/1879] lr: 5.904e-03, eta: 17:47:09, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.4483 2021-07-17 17:39:27,883 - mmaction - INFO - Epoch [217][660/1879] lr: 5.904e-03, eta: 17:46:52, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8195, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.5268 2021-07-17 17:39:44,729 - mmaction - INFO - Epoch [217][680/1879] lr: 5.904e-03, eta: 17:46:34, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8270, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.3370 2021-07-17 17:40:01,434 - mmaction - INFO - Epoch [217][700/1879] lr: 5.904e-03, eta: 17:46:17, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8160, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.5744 2021-07-17 17:40:18,192 - mmaction - INFO - Epoch [217][720/1879] lr: 5.904e-03, eta: 17:45:59, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8309, loss_cls: 1.5579, loss: 1.5579, grad_norm: 5.4121 2021-07-17 17:40:35,002 - mmaction - INFO - Epoch [217][740/1879] lr: 5.904e-03, eta: 17:45:41, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.5992, top5_acc: 0.8043, loss_cls: 1.7005, loss: 1.7005, grad_norm: 5.6685 2021-07-17 17:40:51,712 - mmaction - INFO - Epoch [217][760/1879] lr: 5.904e-03, eta: 17:45:24, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8121, loss_cls: 1.6216, loss: 1.6216, grad_norm: 5.4188 2021-07-17 17:41:08,524 - mmaction - INFO - Epoch [217][780/1879] lr: 5.904e-03, eta: 17:45:06, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8219, loss_cls: 1.6041, loss: 1.6041, grad_norm: 5.4266 2021-07-17 17:41:25,218 - mmaction - INFO - Epoch [217][800/1879] lr: 5.904e-03, eta: 17:44:49, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8301, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.4912 2021-07-17 17:41:41,810 - mmaction - INFO - Epoch [217][820/1879] lr: 5.904e-03, eta: 17:44:31, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5961, loss: 1.5961, grad_norm: 5.4492 2021-07-17 17:41:58,544 - mmaction - INFO - Epoch [217][840/1879] lr: 5.904e-03, eta: 17:44:13, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8160, loss_cls: 1.6083, loss: 1.6083, grad_norm: 5.4614 2021-07-17 17:42:15,499 - mmaction - INFO - Epoch [217][860/1879] lr: 5.904e-03, eta: 17:43:56, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8223, loss_cls: 1.5907, loss: 1.5907, grad_norm: 5.3659 2021-07-17 17:42:32,069 - mmaction - INFO - Epoch [217][880/1879] lr: 5.904e-03, eta: 17:43:38, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8137, loss_cls: 1.5827, loss: 1.5827, grad_norm: 5.3533 2021-07-17 17:42:48,705 - mmaction - INFO - Epoch [217][900/1879] lr: 5.904e-03, eta: 17:43:20, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.4257 2021-07-17 17:43:05,421 - mmaction - INFO - Epoch [217][920/1879] lr: 5.904e-03, eta: 17:43:03, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.6292, loss: 1.6292, grad_norm: 5.4537 2021-07-17 17:43:22,250 - mmaction - INFO - Epoch [217][940/1879] lr: 5.904e-03, eta: 17:42:45, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6047, top5_acc: 0.8137, loss_cls: 1.6590, loss: 1.6590, grad_norm: 5.5793 2021-07-17 17:43:38,882 - mmaction - INFO - Epoch [217][960/1879] lr: 5.904e-03, eta: 17:42:27, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8117, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.3907 2021-07-17 17:43:55,518 - mmaction - INFO - Epoch [217][980/1879] lr: 5.904e-03, eta: 17:42:10, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8234, loss_cls: 1.5945, loss: 1.5945, grad_norm: 5.2705 2021-07-17 17:44:12,314 - mmaction - INFO - Epoch [217][1000/1879] lr: 5.904e-03, eta: 17:41:52, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.5969, loss: 1.5969, grad_norm: 5.5171 2021-07-17 17:44:28,969 - mmaction - INFO - Epoch [217][1020/1879] lr: 5.904e-03, eta: 17:41:34, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8301, loss_cls: 1.5829, loss: 1.5829, grad_norm: 5.4955 2021-07-17 17:44:45,628 - mmaction - INFO - Epoch [217][1040/1879] lr: 5.904e-03, eta: 17:41:17, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8207, loss_cls: 1.5632, loss: 1.5632, grad_norm: 5.5184 2021-07-17 17:45:02,668 - mmaction - INFO - Epoch [217][1060/1879] lr: 5.904e-03, eta: 17:40:59, time: 0.854, data_time: 0.003, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8270, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.4893 2021-07-17 17:45:19,334 - mmaction - INFO - Epoch [217][1080/1879] lr: 5.904e-03, eta: 17:40:42, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.4681 2021-07-17 17:45:36,149 - mmaction - INFO - Epoch [217][1100/1879] lr: 5.904e-03, eta: 17:40:24, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8285, loss_cls: 1.5459, loss: 1.5459, grad_norm: 5.3729 2021-07-17 17:45:52,896 - mmaction - INFO - Epoch [217][1120/1879] lr: 5.904e-03, eta: 17:40:07, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6250, top5_acc: 0.8164, loss_cls: 1.5887, loss: 1.5887, grad_norm: 5.4983 2021-07-17 17:46:09,657 - mmaction - INFO - Epoch [217][1140/1879] lr: 5.904e-03, eta: 17:39:49, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.4315 2021-07-17 17:46:26,506 - mmaction - INFO - Epoch [217][1160/1879] lr: 5.904e-03, eta: 17:39:32, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8215, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.5559 2021-07-17 17:46:43,256 - mmaction - INFO - Epoch [217][1180/1879] lr: 5.904e-03, eta: 17:39:14, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8301, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.4733 2021-07-17 17:46:59,831 - mmaction - INFO - Epoch [217][1200/1879] lr: 5.904e-03, eta: 17:38:56, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8238, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.4020 2021-07-17 17:47:16,512 - mmaction - INFO - Epoch [217][1220/1879] lr: 5.904e-03, eta: 17:38:38, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8297, loss_cls: 1.5961, loss: 1.5961, grad_norm: 5.4451 2021-07-17 17:47:33,174 - mmaction - INFO - Epoch [217][1240/1879] lr: 5.904e-03, eta: 17:38:21, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8238, loss_cls: 1.6026, loss: 1.6026, grad_norm: 5.4501 2021-07-17 17:47:50,070 - mmaction - INFO - Epoch [217][1260/1879] lr: 5.904e-03, eta: 17:38:03, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8152, loss_cls: 1.6407, loss: 1.6407, grad_norm: 5.4980 2021-07-17 17:48:06,782 - mmaction - INFO - Epoch [217][1280/1879] lr: 5.904e-03, eta: 17:37:46, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8152, loss_cls: 1.6069, loss: 1.6069, grad_norm: 5.4794 2021-07-17 17:48:23,577 - mmaction - INFO - Epoch [217][1300/1879] lr: 5.904e-03, eta: 17:37:28, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6055, top5_acc: 0.8121, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.5713 2021-07-17 17:48:40,191 - mmaction - INFO - Epoch [217][1320/1879] lr: 5.904e-03, eta: 17:37:10, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.5353 2021-07-17 17:48:56,975 - mmaction - INFO - Epoch [217][1340/1879] lr: 5.904e-03, eta: 17:36:53, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5661, loss: 1.5661, grad_norm: 5.3719 2021-07-17 17:49:13,633 - mmaction - INFO - Epoch [217][1360/1879] lr: 5.904e-03, eta: 17:36:35, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.6114, loss: 1.6114, grad_norm: 5.5601 2021-07-17 17:49:30,363 - mmaction - INFO - Epoch [217][1380/1879] lr: 5.904e-03, eta: 17:36:18, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8313, loss_cls: 1.5599, loss: 1.5599, grad_norm: 5.4253 2021-07-17 17:49:47,114 - mmaction - INFO - Epoch [217][1400/1879] lr: 5.904e-03, eta: 17:36:00, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8348, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.4810 2021-07-17 17:50:03,860 - mmaction - INFO - Epoch [217][1420/1879] lr: 5.904e-03, eta: 17:35:42, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5992, loss: 1.5992, grad_norm: 5.5585 2021-07-17 17:50:20,659 - mmaction - INFO - Epoch [217][1440/1879] lr: 5.904e-03, eta: 17:35:25, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8078, loss_cls: 1.5841, loss: 1.5841, grad_norm: 5.2900 2021-07-17 17:50:37,511 - mmaction - INFO - Epoch [217][1460/1879] lr: 5.904e-03, eta: 17:35:07, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8129, loss_cls: 1.5820, loss: 1.5820, grad_norm: 5.3523 2021-07-17 17:50:54,403 - mmaction - INFO - Epoch [217][1480/1879] lr: 5.904e-03, eta: 17:34:50, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6133, top5_acc: 0.8121, loss_cls: 1.6455, loss: 1.6455, grad_norm: 5.6268 2021-07-17 17:51:11,237 - mmaction - INFO - Epoch [217][1500/1879] lr: 5.904e-03, eta: 17:34:32, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8246, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.5521 2021-07-17 17:51:28,055 - mmaction - INFO - Epoch [217][1520/1879] lr: 5.904e-03, eta: 17:34:15, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6109, top5_acc: 0.8082, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.6072 2021-07-17 17:51:44,954 - mmaction - INFO - Epoch [217][1540/1879] lr: 5.904e-03, eta: 17:33:57, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6090, top5_acc: 0.7930, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.6077 2021-07-17 17:52:01,664 - mmaction - INFO - Epoch [217][1560/1879] lr: 5.904e-03, eta: 17:33:40, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8191, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.3620 2021-07-17 17:52:18,375 - mmaction - INFO - Epoch [217][1580/1879] lr: 5.904e-03, eta: 17:33:22, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8277, loss_cls: 1.5921, loss: 1.5921, grad_norm: 5.4829 2021-07-17 17:52:35,089 - mmaction - INFO - Epoch [217][1600/1879] lr: 5.904e-03, eta: 17:33:04, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6238, top5_acc: 0.8277, loss_cls: 1.5888, loss: 1.5888, grad_norm: 5.4109 2021-07-17 17:52:51,870 - mmaction - INFO - Epoch [217][1620/1879] lr: 5.904e-03, eta: 17:32:47, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8215, loss_cls: 1.5640, loss: 1.5640, grad_norm: 5.3913 2021-07-17 17:53:08,595 - mmaction - INFO - Epoch [217][1640/1879] lr: 5.904e-03, eta: 17:32:29, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8348, loss_cls: 1.4952, loss: 1.4952, grad_norm: 5.4130 2021-07-17 17:53:25,340 - mmaction - INFO - Epoch [217][1660/1879] lr: 5.904e-03, eta: 17:32:12, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.5806, loss: 1.5806, grad_norm: 5.4238 2021-07-17 17:53:42,104 - mmaction - INFO - Epoch [217][1680/1879] lr: 5.904e-03, eta: 17:31:54, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8305, loss_cls: 1.5593, loss: 1.5593, grad_norm: 5.4516 2021-07-17 17:53:58,939 - mmaction - INFO - Epoch [217][1700/1879] lr: 5.904e-03, eta: 17:31:37, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8293, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.5005 2021-07-17 17:54:15,600 - mmaction - INFO - Epoch [217][1720/1879] lr: 5.904e-03, eta: 17:31:19, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8262, loss_cls: 1.5929, loss: 1.5929, grad_norm: 5.5661 2021-07-17 17:54:32,365 - mmaction - INFO - Epoch [217][1740/1879] lr: 5.904e-03, eta: 17:31:01, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.6125, loss: 1.6125, grad_norm: 5.6148 2021-07-17 17:54:49,357 - mmaction - INFO - Epoch [217][1760/1879] lr: 5.904e-03, eta: 17:30:44, time: 0.850, data_time: 0.005, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8215, loss_cls: 1.5963, loss: 1.5963, grad_norm: 5.4333 2021-07-17 17:55:05,999 - mmaction - INFO - Epoch [217][1780/1879] lr: 5.904e-03, eta: 17:30:26, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8215, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.4079 2021-07-17 17:55:22,672 - mmaction - INFO - Epoch [217][1800/1879] lr: 5.904e-03, eta: 17:30:09, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8340, loss_cls: 1.5491, loss: 1.5491, grad_norm: 5.4542 2021-07-17 17:55:39,606 - mmaction - INFO - Epoch [217][1820/1879] lr: 5.904e-03, eta: 17:29:51, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8199, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.5663 2021-07-17 17:55:56,401 - mmaction - INFO - Epoch [217][1840/1879] lr: 5.904e-03, eta: 17:29:34, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6345, loss: 1.6345, grad_norm: 5.5189 2021-07-17 17:56:13,316 - mmaction - INFO - Epoch [217][1860/1879] lr: 5.904e-03, eta: 17:29:16, time: 0.846, data_time: 0.006, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8281, loss_cls: 1.5875, loss: 1.5875, grad_norm: 5.5630 2021-07-17 17:56:32,198 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 17:56:32,202 - mmaction - INFO - 106 BN found 2021-07-17 18:01:17,174 - mmaction - INFO - BN stats updated 2021-07-17 18:03:30,667 - mmaction - INFO - Epoch [218][20/1879] lr: 5.618e-03, eta: 17:30:15, time: 6.547, data_time: 5.663, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8207, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.4045 2021-07-17 18:03:47,093 - mmaction - INFO - Epoch [218][40/1879] lr: 5.618e-03, eta: 17:29:58, time: 0.821, data_time: 0.005, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8305, loss_cls: 1.5381, loss: 1.5381, grad_norm: 5.5577 2021-07-17 18:04:03,311 - mmaction - INFO - Epoch [218][60/1879] lr: 5.618e-03, eta: 17:29:39, time: 0.810, data_time: 0.005, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8281, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.3864 2021-07-17 18:04:19,534 - mmaction - INFO - Epoch [218][80/1879] lr: 5.618e-03, eta: 17:29:21, time: 0.812, data_time: 0.003, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8199, loss_cls: 1.5876, loss: 1.5876, grad_norm: 5.5348 2021-07-17 18:04:35,946 - mmaction - INFO - Epoch [218][100/1879] lr: 5.618e-03, eta: 17:29:03, time: 0.820, data_time: 0.005, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8277, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.4242 2021-07-17 18:04:52,839 - mmaction - INFO - Epoch [218][120/1879] lr: 5.618e-03, eta: 17:28:46, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8230, loss_cls: 1.5554, loss: 1.5554, grad_norm: 5.5239 2021-07-17 18:05:09,253 - mmaction - INFO - Epoch [218][140/1879] lr: 5.618e-03, eta: 17:28:28, time: 0.821, data_time: 0.001, memory: 6455, top1_acc: 0.6066, top5_acc: 0.8086, loss_cls: 1.6455, loss: 1.6455, grad_norm: 5.6893 2021-07-17 18:05:25,968 - mmaction - INFO - Epoch [218][160/1879] lr: 5.618e-03, eta: 17:28:10, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8199, loss_cls: 1.5562, loss: 1.5562, grad_norm: 5.3512 2021-07-17 18:05:42,519 - mmaction - INFO - Epoch [218][180/1879] lr: 5.618e-03, eta: 17:27:52, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8238, loss_cls: 1.5776, loss: 1.5776, grad_norm: 5.4473 2021-07-17 18:05:59,269 - mmaction - INFO - Epoch [218][200/1879] lr: 5.618e-03, eta: 17:27:35, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8199, loss_cls: 1.6148, loss: 1.6148, grad_norm: 5.4873 2021-07-17 18:06:15,951 - mmaction - INFO - Epoch [218][220/1879] lr: 5.618e-03, eta: 17:27:17, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8230, loss_cls: 1.5545, loss: 1.5545, grad_norm: 5.3901 2021-07-17 18:06:32,760 - mmaction - INFO - Epoch [218][240/1879] lr: 5.618e-03, eta: 17:26:59, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.3725 2021-07-17 18:06:49,462 - mmaction - INFO - Epoch [218][260/1879] lr: 5.618e-03, eta: 17:26:42, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8285, loss_cls: 1.5726, loss: 1.5726, grad_norm: 5.4470 2021-07-17 18:07:06,331 - mmaction - INFO - Epoch [218][280/1879] lr: 5.618e-03, eta: 17:26:24, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8215, loss_cls: 1.5790, loss: 1.5790, grad_norm: 5.3801 2021-07-17 18:07:23,114 - mmaction - INFO - Epoch [218][300/1879] lr: 5.618e-03, eta: 17:26:07, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8254, loss_cls: 1.5450, loss: 1.5450, grad_norm: 5.3778 2021-07-17 18:07:39,925 - mmaction - INFO - Epoch [218][320/1879] lr: 5.618e-03, eta: 17:25:49, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5190, loss: 1.5190, grad_norm: 5.4525 2021-07-17 18:07:56,683 - mmaction - INFO - Epoch [218][340/1879] lr: 5.618e-03, eta: 17:25:32, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.6039 2021-07-17 18:08:13,370 - mmaction - INFO - Epoch [218][360/1879] lr: 5.618e-03, eta: 17:25:14, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8254, loss_cls: 1.5703, loss: 1.5703, grad_norm: 5.5997 2021-07-17 18:08:30,173 - mmaction - INFO - Epoch [218][380/1879] lr: 5.618e-03, eta: 17:24:56, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8164, loss_cls: 1.6007, loss: 1.6007, grad_norm: 5.4935 2021-07-17 18:08:46,924 - mmaction - INFO - Epoch [218][400/1879] lr: 5.618e-03, eta: 17:24:39, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5622, loss: 1.5622, grad_norm: 5.4300 2021-07-17 18:09:03,686 - mmaction - INFO - Epoch [218][420/1879] lr: 5.618e-03, eta: 17:24:21, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5935, loss: 1.5935, grad_norm: 5.5228 2021-07-17 18:09:20,558 - mmaction - INFO - Epoch [218][440/1879] lr: 5.618e-03, eta: 17:24:03, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.4164 2021-07-17 18:09:37,334 - mmaction - INFO - Epoch [218][460/1879] lr: 5.618e-03, eta: 17:23:46, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8215, loss_cls: 1.5787, loss: 1.5787, grad_norm: 5.4872 2021-07-17 18:09:54,263 - mmaction - INFO - Epoch [218][480/1879] lr: 5.618e-03, eta: 17:23:28, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8238, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.3806 2021-07-17 18:10:11,069 - mmaction - INFO - Epoch [218][500/1879] lr: 5.618e-03, eta: 17:23:11, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8273, loss_cls: 1.5586, loss: 1.5586, grad_norm: 5.4844 2021-07-17 18:10:27,993 - mmaction - INFO - Epoch [218][520/1879] lr: 5.618e-03, eta: 17:22:53, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.5076, loss: 1.5076, grad_norm: 5.3635 2021-07-17 18:10:44,957 - mmaction - INFO - Epoch [218][540/1879] lr: 5.618e-03, eta: 17:22:36, time: 0.848, data_time: 0.002, memory: 6455, top1_acc: 0.6207, top5_acc: 0.8203, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.4593 2021-07-17 18:11:01,769 - mmaction - INFO - Epoch [218][560/1879] lr: 5.618e-03, eta: 17:22:18, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8285, loss_cls: 1.5549, loss: 1.5549, grad_norm: 5.5466 2021-07-17 18:11:18,626 - mmaction - INFO - Epoch [218][580/1879] lr: 5.618e-03, eta: 17:22:01, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8172, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.5551 2021-07-17 18:11:35,433 - mmaction - INFO - Epoch [218][600/1879] lr: 5.618e-03, eta: 17:21:43, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8262, loss_cls: 1.5314, loss: 1.5314, grad_norm: 5.4691 2021-07-17 18:11:52,171 - mmaction - INFO - Epoch [218][620/1879] lr: 5.618e-03, eta: 17:21:26, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8187, loss_cls: 1.6037, loss: 1.6037, grad_norm: 5.7003 2021-07-17 18:12:08,836 - mmaction - INFO - Epoch [218][640/1879] lr: 5.618e-03, eta: 17:21:08, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8211, loss_cls: 1.5823, loss: 1.5823, grad_norm: 5.5878 2021-07-17 18:12:25,566 - mmaction - INFO - Epoch [218][660/1879] lr: 5.618e-03, eta: 17:20:50, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8086, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.6426 2021-07-17 18:12:42,339 - mmaction - INFO - Epoch [218][680/1879] lr: 5.618e-03, eta: 17:20:33, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8172, loss_cls: 1.6233, loss: 1.6233, grad_norm: 5.5551 2021-07-17 18:12:59,245 - mmaction - INFO - Epoch [218][700/1879] lr: 5.618e-03, eta: 17:20:15, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8109, loss_cls: 1.6529, loss: 1.6529, grad_norm: 5.6673 2021-07-17 18:13:15,981 - mmaction - INFO - Epoch [218][720/1879] lr: 5.618e-03, eta: 17:19:58, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8148, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.6114 2021-07-17 18:13:32,982 - mmaction - INFO - Epoch [218][740/1879] lr: 5.618e-03, eta: 17:19:40, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8152, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.4146 2021-07-17 18:13:49,754 - mmaction - INFO - Epoch [218][760/1879] lr: 5.618e-03, eta: 17:19:23, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8184, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.4988 2021-07-17 18:14:06,500 - mmaction - INFO - Epoch [218][780/1879] lr: 5.618e-03, eta: 17:19:05, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8125, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.5107 2021-07-17 18:14:23,367 - mmaction - INFO - Epoch [218][800/1879] lr: 5.618e-03, eta: 17:18:48, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6078, top5_acc: 0.8129, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.4774 2021-07-17 18:14:40,252 - mmaction - INFO - Epoch [218][820/1879] lr: 5.618e-03, eta: 17:18:30, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8164, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.4536 2021-07-17 18:14:57,001 - mmaction - INFO - Epoch [218][840/1879] lr: 5.618e-03, eta: 17:18:12, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8227, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.4360 2021-07-17 18:15:13,657 - mmaction - INFO - Epoch [218][860/1879] lr: 5.618e-03, eta: 17:17:55, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.5525 2021-07-17 18:15:30,619 - mmaction - INFO - Epoch [218][880/1879] lr: 5.618e-03, eta: 17:17:37, time: 0.850, data_time: 0.005, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5768, loss: 1.5768, grad_norm: 5.3740 2021-07-17 18:15:47,332 - mmaction - INFO - Epoch [218][900/1879] lr: 5.618e-03, eta: 17:17:20, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8082, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.5750 2021-07-17 18:16:04,050 - mmaction - INFO - Epoch [218][920/1879] lr: 5.618e-03, eta: 17:17:02, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8258, loss_cls: 1.5152, loss: 1.5152, grad_norm: 5.3023 2021-07-17 18:16:20,980 - mmaction - INFO - Epoch [218][940/1879] lr: 5.618e-03, eta: 17:16:45, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8203, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.5817 2021-07-17 18:16:37,697 - mmaction - INFO - Epoch [218][960/1879] lr: 5.618e-03, eta: 17:16:27, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8199, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.6059 2021-07-17 18:16:54,455 - mmaction - INFO - Epoch [218][980/1879] lr: 5.618e-03, eta: 17:16:09, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8148, loss_cls: 1.6381, loss: 1.6381, grad_norm: 5.4663 2021-07-17 18:17:11,090 - mmaction - INFO - Epoch [218][1000/1879] lr: 5.618e-03, eta: 17:15:52, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8371, loss_cls: 1.5140, loss: 1.5140, grad_norm: 5.4478 2021-07-17 18:17:27,862 - mmaction - INFO - Epoch [218][1020/1879] lr: 5.618e-03, eta: 17:15:34, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8156, loss_cls: 1.6268, loss: 1.6268, grad_norm: 5.4050 2021-07-17 18:17:44,632 - mmaction - INFO - Epoch [218][1040/1879] lr: 5.618e-03, eta: 17:15:16, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8141, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.4556 2021-07-17 18:18:01,446 - mmaction - INFO - Epoch [218][1060/1879] lr: 5.618e-03, eta: 17:14:59, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8301, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.4641 2021-07-17 18:18:18,270 - mmaction - INFO - Epoch [218][1080/1879] lr: 5.618e-03, eta: 17:14:41, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8215, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.5732 2021-07-17 18:18:34,955 - mmaction - INFO - Epoch [218][1100/1879] lr: 5.618e-03, eta: 17:14:24, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8230, loss_cls: 1.5799, loss: 1.5799, grad_norm: 5.7061 2021-07-17 18:18:51,798 - mmaction - INFO - Epoch [218][1120/1879] lr: 5.618e-03, eta: 17:14:06, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.6111, loss: 1.6111, grad_norm: 5.7156 2021-07-17 18:19:08,625 - mmaction - INFO - Epoch [218][1140/1879] lr: 5.618e-03, eta: 17:13:49, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.6148, loss: 1.6148, grad_norm: 5.5000 2021-07-17 18:19:25,298 - mmaction - INFO - Epoch [218][1160/1879] lr: 5.618e-03, eta: 17:13:31, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.6568 2021-07-17 18:19:41,990 - mmaction - INFO - Epoch [218][1180/1879] lr: 5.618e-03, eta: 17:13:13, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8270, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.5371 2021-07-17 18:19:58,722 - mmaction - INFO - Epoch [218][1200/1879] lr: 5.618e-03, eta: 17:12:56, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8285, loss_cls: 1.5414, loss: 1.5414, grad_norm: 5.5600 2021-07-17 18:20:15,395 - mmaction - INFO - Epoch [218][1220/1879] lr: 5.618e-03, eta: 17:12:38, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8086, loss_cls: 1.6660, loss: 1.6660, grad_norm: 5.5896 2021-07-17 18:20:32,201 - mmaction - INFO - Epoch [218][1240/1879] lr: 5.618e-03, eta: 17:12:20, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8332, loss_cls: 1.5492, loss: 1.5492, grad_norm: 5.6435 2021-07-17 18:20:48,982 - mmaction - INFO - Epoch [218][1260/1879] lr: 5.618e-03, eta: 17:12:03, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5676, loss: 1.5676, grad_norm: 5.5701 2021-07-17 18:21:05,771 - mmaction - INFO - Epoch [218][1280/1879] lr: 5.618e-03, eta: 17:11:45, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8082, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.5700 2021-07-17 18:21:22,498 - mmaction - INFO - Epoch [218][1300/1879] lr: 5.618e-03, eta: 17:11:28, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8246, loss_cls: 1.5589, loss: 1.5589, grad_norm: 5.5859 2021-07-17 18:21:39,350 - mmaction - INFO - Epoch [218][1320/1879] lr: 5.618e-03, eta: 17:11:10, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8160, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.5983 2021-07-17 18:21:56,122 - mmaction - INFO - Epoch [218][1340/1879] lr: 5.618e-03, eta: 17:10:53, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8141, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.6308 2021-07-17 18:22:12,983 - mmaction - INFO - Epoch [218][1360/1879] lr: 5.618e-03, eta: 17:10:35, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8285, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.4286 2021-07-17 18:22:29,598 - mmaction - INFO - Epoch [218][1380/1879] lr: 5.618e-03, eta: 17:10:17, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8309, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.6421 2021-07-17 18:22:46,451 - mmaction - INFO - Epoch [218][1400/1879] lr: 5.618e-03, eta: 17:10:00, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8207, loss_cls: 1.6111, loss: 1.6111, grad_norm: 5.5164 2021-07-17 18:23:03,254 - mmaction - INFO - Epoch [218][1420/1879] lr: 5.618e-03, eta: 17:09:42, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8207, loss_cls: 1.5563, loss: 1.5563, grad_norm: 5.3442 2021-07-17 18:23:20,018 - mmaction - INFO - Epoch [218][1440/1879] lr: 5.618e-03, eta: 17:09:25, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6550, loss: 1.6550, grad_norm: 5.5512 2021-07-17 18:23:36,883 - mmaction - INFO - Epoch [218][1460/1879] lr: 5.618e-03, eta: 17:09:07, time: 0.844, data_time: 0.006, memory: 6455, top1_acc: 0.6188, top5_acc: 0.8121, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.5110 2021-07-17 18:23:53,557 - mmaction - INFO - Epoch [218][1480/1879] lr: 5.618e-03, eta: 17:08:50, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8273, loss_cls: 1.5492, loss: 1.5492, grad_norm: 5.4100 2021-07-17 18:24:10,327 - mmaction - INFO - Epoch [218][1500/1879] lr: 5.618e-03, eta: 17:08:32, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8293, loss_cls: 1.5438, loss: 1.5438, grad_norm: 5.5808 2021-07-17 18:24:27,040 - mmaction - INFO - Epoch [218][1520/1879] lr: 5.618e-03, eta: 17:08:14, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8313, loss_cls: 1.5467, loss: 1.5467, grad_norm: 5.7054 2021-07-17 18:24:43,921 - mmaction - INFO - Epoch [218][1540/1879] lr: 5.618e-03, eta: 17:07:57, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8215, loss_cls: 1.5620, loss: 1.5620, grad_norm: 5.4124 2021-07-17 18:25:00,787 - mmaction - INFO - Epoch [218][1560/1879] lr: 5.618e-03, eta: 17:07:39, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8320, loss_cls: 1.5365, loss: 1.5365, grad_norm: 5.4761 2021-07-17 18:25:17,658 - mmaction - INFO - Epoch [218][1580/1879] lr: 5.618e-03, eta: 17:07:22, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8301, loss_cls: 1.5778, loss: 1.5778, grad_norm: 5.5354 2021-07-17 18:25:34,449 - mmaction - INFO - Epoch [218][1600/1879] lr: 5.618e-03, eta: 17:07:04, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8246, loss_cls: 1.5559, loss: 1.5559, grad_norm: 5.3507 2021-07-17 18:25:51,224 - mmaction - INFO - Epoch [218][1620/1879] lr: 5.618e-03, eta: 17:06:47, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8305, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.6212 2021-07-17 18:26:08,031 - mmaction - INFO - Epoch [218][1640/1879] lr: 5.618e-03, eta: 17:06:29, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6301, top5_acc: 0.8168, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.4256 2021-07-17 18:26:24,877 - mmaction - INFO - Epoch [218][1660/1879] lr: 5.618e-03, eta: 17:06:12, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8270, loss_cls: 1.5868, loss: 1.5868, grad_norm: 5.4698 2021-07-17 18:26:41,646 - mmaction - INFO - Epoch [218][1680/1879] lr: 5.618e-03, eta: 17:05:54, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8199, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.5449 2021-07-17 18:26:58,397 - mmaction - INFO - Epoch [218][1700/1879] lr: 5.618e-03, eta: 17:05:36, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8156, loss_cls: 1.6014, loss: 1.6014, grad_norm: 5.5340 2021-07-17 18:27:15,081 - mmaction - INFO - Epoch [218][1720/1879] lr: 5.618e-03, eta: 17:05:19, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8219, loss_cls: 1.5921, loss: 1.5921, grad_norm: 5.6337 2021-07-17 18:27:31,882 - mmaction - INFO - Epoch [218][1740/1879] lr: 5.618e-03, eta: 17:05:01, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8219, loss_cls: 1.5731, loss: 1.5731, grad_norm: 5.5322 2021-07-17 18:27:48,738 - mmaction - INFO - Epoch [218][1760/1879] lr: 5.618e-03, eta: 17:04:44, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.5365 2021-07-17 18:28:05,282 - mmaction - INFO - Epoch [218][1780/1879] lr: 5.618e-03, eta: 17:04:26, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8324, loss_cls: 1.5188, loss: 1.5188, grad_norm: 5.4720 2021-07-17 18:28:22,029 - mmaction - INFO - Epoch [218][1800/1879] lr: 5.618e-03, eta: 17:04:08, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8187, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.4997 2021-07-17 18:28:38,807 - mmaction - INFO - Epoch [218][1820/1879] lr: 5.618e-03, eta: 17:03:51, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8309, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.6268 2021-07-17 18:28:55,798 - mmaction - INFO - Epoch [218][1840/1879] lr: 5.618e-03, eta: 17:03:33, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.6043, top5_acc: 0.8063, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.8759 2021-07-17 18:29:12,721 - mmaction - INFO - Epoch [218][1860/1879] lr: 5.618e-03, eta: 17:03:16, time: 0.846, data_time: 0.001, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6156, loss: 1.6156, grad_norm: 5.5516 2021-07-17 18:29:38,276 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 18:29:38,283 - mmaction - INFO - 106 BN found 2021-07-17 18:34:30,303 - mmaction - INFO - BN stats updated 2021-07-17 18:35:29,667 - mmaction - INFO - Epoch [219][20/1879] lr: 5.339e-03, eta: 17:03:04, time: 2.866, data_time: 2.026, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.5826, loss: 1.5826, grad_norm: 5.5345 2021-07-17 18:35:46,198 - mmaction - INFO - Epoch [219][40/1879] lr: 5.339e-03, eta: 17:02:46, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8258, loss_cls: 1.5453, loss: 1.5453, grad_norm: 5.5346 2021-07-17 18:36:02,419 - mmaction - INFO - Epoch [219][60/1879] lr: 5.339e-03, eta: 17:02:28, time: 0.811, data_time: 0.006, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8172, loss_cls: 1.5945, loss: 1.5945, grad_norm: 5.6225 2021-07-17 18:36:19,025 - mmaction - INFO - Epoch [219][80/1879] lr: 5.339e-03, eta: 17:02:10, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8270, loss_cls: 1.5287, loss: 1.5287, grad_norm: 5.6028 2021-07-17 18:36:35,605 - mmaction - INFO - Epoch [219][100/1879] lr: 5.339e-03, eta: 17:01:53, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8285, loss_cls: 1.5576, loss: 1.5576, grad_norm: 5.5475 2021-07-17 18:36:52,142 - mmaction - INFO - Epoch [219][120/1879] lr: 5.339e-03, eta: 17:01:35, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5226, loss: 1.5226, grad_norm: 5.5668 2021-07-17 18:37:08,848 - mmaction - INFO - Epoch [219][140/1879] lr: 5.339e-03, eta: 17:01:17, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8363, loss_cls: 1.4909, loss: 1.4909, grad_norm: 5.4229 2021-07-17 18:37:25,631 - mmaction - INFO - Epoch [219][160/1879] lr: 5.339e-03, eta: 17:01:00, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6176, top5_acc: 0.8285, loss_cls: 1.5739, loss: 1.5739, grad_norm: 5.5736 2021-07-17 18:37:42,194 - mmaction - INFO - Epoch [219][180/1879] lr: 5.339e-03, eta: 17:00:42, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.5614 2021-07-17 18:37:59,051 - mmaction - INFO - Epoch [219][200/1879] lr: 5.339e-03, eta: 17:00:24, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8387, loss_cls: 1.5166, loss: 1.5166, grad_norm: 5.4942 2021-07-17 18:38:15,609 - mmaction - INFO - Epoch [219][220/1879] lr: 5.339e-03, eta: 17:00:07, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8340, loss_cls: 1.5160, loss: 1.5160, grad_norm: 5.5165 2021-07-17 18:38:32,415 - mmaction - INFO - Epoch [219][240/1879] lr: 5.339e-03, eta: 16:59:49, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.5110 2021-07-17 18:38:49,106 - mmaction - INFO - Epoch [219][260/1879] lr: 5.339e-03, eta: 16:59:31, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8363, loss_cls: 1.4949, loss: 1.4949, grad_norm: 5.5276 2021-07-17 18:39:05,926 - mmaction - INFO - Epoch [219][280/1879] lr: 5.339e-03, eta: 16:59:14, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8250, loss_cls: 1.5621, loss: 1.5621, grad_norm: 5.4908 2021-07-17 18:39:22,731 - mmaction - INFO - Epoch [219][300/1879] lr: 5.339e-03, eta: 16:58:56, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6512, top5_acc: 0.8391, loss_cls: 1.4971, loss: 1.4971, grad_norm: 5.4334 2021-07-17 18:39:39,507 - mmaction - INFO - Epoch [219][320/1879] lr: 5.339e-03, eta: 16:58:39, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8395, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.7045 2021-07-17 18:39:56,377 - mmaction - INFO - Epoch [219][340/1879] lr: 5.339e-03, eta: 16:58:21, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8348, loss_cls: 1.4898, loss: 1.4898, grad_norm: 5.5036 2021-07-17 18:40:13,255 - mmaction - INFO - Epoch [219][360/1879] lr: 5.339e-03, eta: 16:58:04, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5517, loss: 1.5517, grad_norm: 5.5902 2021-07-17 18:40:29,993 - mmaction - INFO - Epoch [219][380/1879] lr: 5.339e-03, eta: 16:57:46, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8266, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.7125 2021-07-17 18:40:46,885 - mmaction - INFO - Epoch [219][400/1879] lr: 5.339e-03, eta: 16:57:29, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8262, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.7002 2021-07-17 18:41:03,571 - mmaction - INFO - Epoch [219][420/1879] lr: 5.339e-03, eta: 16:57:11, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8293, loss_cls: 1.5590, loss: 1.5590, grad_norm: 5.7138 2021-07-17 18:41:20,377 - mmaction - INFO - Epoch [219][440/1879] lr: 5.339e-03, eta: 16:56:53, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8137, loss_cls: 1.5998, loss: 1.5998, grad_norm: 5.6783 2021-07-17 18:41:37,045 - mmaction - INFO - Epoch [219][460/1879] lr: 5.339e-03, eta: 16:56:36, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6102, top5_acc: 0.8160, loss_cls: 1.6259, loss: 1.6259, grad_norm: 5.7205 2021-07-17 18:41:53,836 - mmaction - INFO - Epoch [219][480/1879] lr: 5.339e-03, eta: 16:56:18, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8250, loss_cls: 1.5478, loss: 1.5478, grad_norm: 5.5800 2021-07-17 18:42:10,652 - mmaction - INFO - Epoch [219][500/1879] lr: 5.339e-03, eta: 16:56:01, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8215, loss_cls: 1.5862, loss: 1.5862, grad_norm: 5.6332 2021-07-17 18:42:27,394 - mmaction - INFO - Epoch [219][520/1879] lr: 5.339e-03, eta: 16:55:43, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8164, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.6878 2021-07-17 18:42:44,108 - mmaction - INFO - Epoch [219][540/1879] lr: 5.339e-03, eta: 16:55:25, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5655, loss: 1.5655, grad_norm: 5.5843 2021-07-17 18:43:00,800 - mmaction - INFO - Epoch [219][560/1879] lr: 5.339e-03, eta: 16:55:08, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5590, loss: 1.5590, grad_norm: 5.6149 2021-07-17 18:43:17,607 - mmaction - INFO - Epoch [219][580/1879] lr: 5.339e-03, eta: 16:54:50, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8125, loss_cls: 1.6198, loss: 1.6198, grad_norm: 5.5029 2021-07-17 18:43:34,346 - mmaction - INFO - Epoch [219][600/1879] lr: 5.339e-03, eta: 16:54:33, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8199, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.5865 2021-07-17 18:43:50,991 - mmaction - INFO - Epoch [219][620/1879] lr: 5.339e-03, eta: 16:54:15, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8332, loss_cls: 1.5349, loss: 1.5349, grad_norm: 5.6402 2021-07-17 18:44:07,783 - mmaction - INFO - Epoch [219][640/1879] lr: 5.339e-03, eta: 16:53:57, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8414, loss_cls: 1.5566, loss: 1.5566, grad_norm: 5.5543 2021-07-17 18:44:24,367 - mmaction - INFO - Epoch [219][660/1879] lr: 5.339e-03, eta: 16:53:40, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6105, top5_acc: 0.8141, loss_cls: 1.6411, loss: 1.6411, grad_norm: 5.7584 2021-07-17 18:44:41,133 - mmaction - INFO - Epoch [219][680/1879] lr: 5.339e-03, eta: 16:53:22, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6145, top5_acc: 0.8242, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.6780 2021-07-17 18:44:57,792 - mmaction - INFO - Epoch [219][700/1879] lr: 5.339e-03, eta: 16:53:04, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8254, loss_cls: 1.5381, loss: 1.5381, grad_norm: 5.5078 2021-07-17 18:45:14,448 - mmaction - INFO - Epoch [219][720/1879] lr: 5.339e-03, eta: 16:52:47, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.6353 2021-07-17 18:45:31,222 - mmaction - INFO - Epoch [219][740/1879] lr: 5.339e-03, eta: 16:52:29, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8195, loss_cls: 1.5701, loss: 1.5701, grad_norm: 5.4929 2021-07-17 18:45:47,948 - mmaction - INFO - Epoch [219][760/1879] lr: 5.339e-03, eta: 16:52:12, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8297, loss_cls: 1.5815, loss: 1.5815, grad_norm: 5.7107 2021-07-17 18:46:04,515 - mmaction - INFO - Epoch [219][780/1879] lr: 5.339e-03, eta: 16:51:54, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8348, loss_cls: 1.5142, loss: 1.5142, grad_norm: 5.6093 2021-07-17 18:46:21,351 - mmaction - INFO - Epoch [219][800/1879] lr: 5.339e-03, eta: 16:51:36, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5273, loss: 1.5273, grad_norm: 5.6199 2021-07-17 18:46:38,147 - mmaction - INFO - Epoch [219][820/1879] lr: 5.339e-03, eta: 16:51:19, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8309, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.5071 2021-07-17 18:46:54,930 - mmaction - INFO - Epoch [219][840/1879] lr: 5.339e-03, eta: 16:51:01, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6301, top5_acc: 0.8289, loss_cls: 1.5483, loss: 1.5483, grad_norm: 5.6334 2021-07-17 18:47:11,888 - mmaction - INFO - Epoch [219][860/1879] lr: 5.339e-03, eta: 16:50:44, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8148, loss_cls: 1.5824, loss: 1.5824, grad_norm: 5.5045 2021-07-17 18:47:28,492 - mmaction - INFO - Epoch [219][880/1879] lr: 5.339e-03, eta: 16:50:26, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8324, loss_cls: 1.5580, loss: 1.5580, grad_norm: 5.7089 2021-07-17 18:47:45,259 - mmaction - INFO - Epoch [219][900/1879] lr: 5.339e-03, eta: 16:50:09, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6129, top5_acc: 0.8184, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.7402 2021-07-17 18:48:02,105 - mmaction - INFO - Epoch [219][920/1879] lr: 5.339e-03, eta: 16:49:51, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6301, top5_acc: 0.8246, loss_cls: 1.6089, loss: 1.6089, grad_norm: 5.8863 2021-07-17 18:48:18,903 - mmaction - INFO - Epoch [219][940/1879] lr: 5.339e-03, eta: 16:49:33, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8262, loss_cls: 1.5480, loss: 1.5480, grad_norm: 5.7359 2021-07-17 18:48:35,635 - mmaction - INFO - Epoch [219][960/1879] lr: 5.339e-03, eta: 16:49:16, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8254, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.6284 2021-07-17 18:48:52,509 - mmaction - INFO - Epoch [219][980/1879] lr: 5.339e-03, eta: 16:48:58, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8254, loss_cls: 1.5724, loss: 1.5724, grad_norm: 5.6850 2021-07-17 18:49:09,227 - mmaction - INFO - Epoch [219][1000/1879] lr: 5.339e-03, eta: 16:48:41, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8289, loss_cls: 1.5326, loss: 1.5326, grad_norm: 5.4798 2021-07-17 18:49:26,126 - mmaction - INFO - Epoch [219][1020/1879] lr: 5.339e-03, eta: 16:48:23, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.5533, loss: 1.5533, grad_norm: 5.6289 2021-07-17 18:49:42,914 - mmaction - INFO - Epoch [219][1040/1879] lr: 5.339e-03, eta: 16:48:06, time: 0.842, data_time: 0.007, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8246, loss_cls: 1.5827, loss: 1.5827, grad_norm: 5.6398 2021-07-17 18:49:59,598 - mmaction - INFO - Epoch [219][1060/1879] lr: 5.339e-03, eta: 16:47:48, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6484, top5_acc: 0.8215, loss_cls: 1.5551, loss: 1.5551, grad_norm: 5.5668 2021-07-17 18:50:16,316 - mmaction - INFO - Epoch [219][1080/1879] lr: 5.339e-03, eta: 16:47:31, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6250, top5_acc: 0.8254, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.6376 2021-07-17 18:50:33,141 - mmaction - INFO - Epoch [219][1100/1879] lr: 5.339e-03, eta: 16:47:13, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8203, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.6732 2021-07-17 18:50:49,955 - mmaction - INFO - Epoch [219][1120/1879] lr: 5.339e-03, eta: 16:46:56, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8262, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.6785 2021-07-17 18:51:06,675 - mmaction - INFO - Epoch [219][1140/1879] lr: 5.339e-03, eta: 16:46:38, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8406, loss_cls: 1.5004, loss: 1.5004, grad_norm: 5.5535 2021-07-17 18:51:23,349 - mmaction - INFO - Epoch [219][1160/1879] lr: 5.339e-03, eta: 16:46:20, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8211, loss_cls: 1.5473, loss: 1.5473, grad_norm: 5.5522 2021-07-17 18:51:40,016 - mmaction - INFO - Epoch [219][1180/1879] lr: 5.339e-03, eta: 16:46:03, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5313, loss: 1.5313, grad_norm: 5.6150 2021-07-17 18:51:56,810 - mmaction - INFO - Epoch [219][1200/1879] lr: 5.339e-03, eta: 16:45:45, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8223, loss_cls: 1.6036, loss: 1.6036, grad_norm: 5.6904 2021-07-17 18:52:13,641 - mmaction - INFO - Epoch [219][1220/1879] lr: 5.339e-03, eta: 16:45:28, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.6137, top5_acc: 0.8145, loss_cls: 1.6647, loss: 1.6647, grad_norm: 5.6503 2021-07-17 18:52:30,746 - mmaction - INFO - Epoch [219][1240/1879] lr: 5.339e-03, eta: 16:45:10, time: 0.853, data_time: 0.003, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5791, loss: 1.5791, grad_norm: 5.6469 2021-07-17 18:52:47,377 - mmaction - INFO - Epoch [219][1260/1879] lr: 5.339e-03, eta: 16:44:53, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8164, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.7069 2021-07-17 18:53:04,144 - mmaction - INFO - Epoch [219][1280/1879] lr: 5.339e-03, eta: 16:44:35, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5456, loss: 1.5456, grad_norm: 5.6682 2021-07-17 18:53:21,119 - mmaction - INFO - Epoch [219][1300/1879] lr: 5.339e-03, eta: 16:44:18, time: 0.849, data_time: 0.003, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8156, loss_cls: 1.5748, loss: 1.5748, grad_norm: 5.5863 2021-07-17 18:53:37,863 - mmaction - INFO - Epoch [219][1320/1879] lr: 5.339e-03, eta: 16:44:00, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8301, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.6660 2021-07-17 18:53:54,555 - mmaction - INFO - Epoch [219][1340/1879] lr: 5.339e-03, eta: 16:43:42, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8156, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.7767 2021-07-17 18:54:11,324 - mmaction - INFO - Epoch [219][1360/1879] lr: 5.339e-03, eta: 16:43:25, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8176, loss_cls: 1.5786, loss: 1.5786, grad_norm: 5.5024 2021-07-17 18:54:27,896 - mmaction - INFO - Epoch [219][1380/1879] lr: 5.339e-03, eta: 16:43:07, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8152, loss_cls: 1.5655, loss: 1.5655, grad_norm: 5.5902 2021-07-17 18:54:44,687 - mmaction - INFO - Epoch [219][1400/1879] lr: 5.339e-03, eta: 16:42:50, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6234, top5_acc: 0.8148, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.7286 2021-07-17 18:55:01,294 - mmaction - INFO - Epoch [219][1420/1879] lr: 5.339e-03, eta: 16:42:32, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5487, loss: 1.5487, grad_norm: 5.5429 2021-07-17 18:55:18,100 - mmaction - INFO - Epoch [219][1440/1879] lr: 5.339e-03, eta: 16:42:14, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8223, loss_cls: 1.5907, loss: 1.5907, grad_norm: 5.6239 2021-07-17 18:55:34,860 - mmaction - INFO - Epoch [219][1460/1879] lr: 5.339e-03, eta: 16:41:57, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4901, loss: 1.4901, grad_norm: 5.4557 2021-07-17 18:55:51,738 - mmaction - INFO - Epoch [219][1480/1879] lr: 5.339e-03, eta: 16:41:39, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8207, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.5906 2021-07-17 18:56:08,754 - mmaction - INFO - Epoch [219][1500/1879] lr: 5.339e-03, eta: 16:41:22, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5639, loss: 1.5639, grad_norm: 5.5528 2021-07-17 18:56:25,582 - mmaction - INFO - Epoch [219][1520/1879] lr: 5.339e-03, eta: 16:41:05, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6305, top5_acc: 0.8199, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.6960 2021-07-17 18:56:42,382 - mmaction - INFO - Epoch [219][1540/1879] lr: 5.339e-03, eta: 16:40:47, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8324, loss_cls: 1.5282, loss: 1.5282, grad_norm: 5.5514 2021-07-17 18:56:59,156 - mmaction - INFO - Epoch [219][1560/1879] lr: 5.339e-03, eta: 16:40:29, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8223, loss_cls: 1.5709, loss: 1.5709, grad_norm: 5.5081 2021-07-17 18:57:15,829 - mmaction - INFO - Epoch [219][1580/1879] lr: 5.339e-03, eta: 16:40:12, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8230, loss_cls: 1.5757, loss: 1.5757, grad_norm: 5.5805 2021-07-17 18:57:32,670 - mmaction - INFO - Epoch [219][1600/1879] lr: 5.339e-03, eta: 16:39:54, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8246, loss_cls: 1.5650, loss: 1.5650, grad_norm: 5.5971 2021-07-17 18:57:49,487 - mmaction - INFO - Epoch [219][1620/1879] lr: 5.339e-03, eta: 16:39:37, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.6476 2021-07-17 18:58:06,328 - mmaction - INFO - Epoch [219][1640/1879] lr: 5.339e-03, eta: 16:39:19, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8250, loss_cls: 1.5523, loss: 1.5523, grad_norm: 5.5749 2021-07-17 18:58:23,033 - mmaction - INFO - Epoch [219][1660/1879] lr: 5.339e-03, eta: 16:39:02, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6234, top5_acc: 0.8223, loss_cls: 1.5905, loss: 1.5905, grad_norm: 5.7664 2021-07-17 18:58:39,824 - mmaction - INFO - Epoch [219][1680/1879] lr: 5.339e-03, eta: 16:38:44, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8176, loss_cls: 1.5921, loss: 1.5921, grad_norm: 5.4660 2021-07-17 18:58:56,675 - mmaction - INFO - Epoch [219][1700/1879] lr: 5.339e-03, eta: 16:38:27, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8184, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.6570 2021-07-17 18:59:13,528 - mmaction - INFO - Epoch [219][1720/1879] lr: 5.339e-03, eta: 16:38:09, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8238, loss_cls: 1.5873, loss: 1.5873, grad_norm: 5.5590 2021-07-17 18:59:30,363 - mmaction - INFO - Epoch [219][1740/1879] lr: 5.339e-03, eta: 16:37:52, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.7526 2021-07-17 18:59:47,172 - mmaction - INFO - Epoch [219][1760/1879] lr: 5.339e-03, eta: 16:37:34, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6160, top5_acc: 0.8094, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.6935 2021-07-17 19:00:04,034 - mmaction - INFO - Epoch [219][1780/1879] lr: 5.339e-03, eta: 16:37:17, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.6564 2021-07-17 19:00:20,897 - mmaction - INFO - Epoch [219][1800/1879] lr: 5.339e-03, eta: 16:36:59, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8336, loss_cls: 1.5455, loss: 1.5455, grad_norm: 5.5103 2021-07-17 19:00:37,664 - mmaction - INFO - Epoch [219][1820/1879] lr: 5.339e-03, eta: 16:36:42, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8207, loss_cls: 1.5761, loss: 1.5761, grad_norm: 5.5493 2021-07-17 19:00:54,554 - mmaction - INFO - Epoch [219][1840/1879] lr: 5.339e-03, eta: 16:36:24, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6223, top5_acc: 0.8273, loss_cls: 1.5615, loss: 1.5615, grad_norm: 5.3803 2021-07-17 19:01:11,246 - mmaction - INFO - Epoch [219][1860/1879] lr: 5.339e-03, eta: 16:36:07, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8227, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.5145 2021-07-17 19:01:30,132 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 19:01:30,136 - mmaction - INFO - 106 BN found 2021-07-17 19:06:15,477 - mmaction - INFO - BN stats updated 2021-07-17 19:07:11,698 - mmaction - INFO - Epoch [220][20/1879] lr: 5.066e-03, eta: 16:35:51, time: 2.708, data_time: 1.545, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8191, loss_cls: 1.5990, loss: 1.5990, grad_norm: 5.5868 2021-07-17 19:07:28,153 - mmaction - INFO - Epoch [220][40/1879] lr: 5.066e-03, eta: 16:35:33, time: 0.824, data_time: 0.017, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8395, loss_cls: 1.4931, loss: 1.4931, grad_norm: 5.5403 2021-07-17 19:07:44,625 - mmaction - INFO - Epoch [220][60/1879] lr: 5.066e-03, eta: 16:35:15, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8219, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.5649 2021-07-17 19:08:01,176 - mmaction - INFO - Epoch [220][80/1879] lr: 5.066e-03, eta: 16:34:57, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6172, top5_acc: 0.8098, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.6415 2021-07-17 19:08:17,852 - mmaction - INFO - Epoch [220][100/1879] lr: 5.066e-03, eta: 16:34:40, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8449, loss_cls: 1.4461, loss: 1.4461, grad_norm: 5.4275 2021-07-17 19:08:34,280 - mmaction - INFO - Epoch [220][120/1879] lr: 5.066e-03, eta: 16:34:22, time: 0.822, data_time: 0.002, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8223, loss_cls: 1.5696, loss: 1.5696, grad_norm: 5.6412 2021-07-17 19:08:51,059 - mmaction - INFO - Epoch [220][140/1879] lr: 5.066e-03, eta: 16:34:04, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8285, loss_cls: 1.5184, loss: 1.5184, grad_norm: 5.4427 2021-07-17 19:09:07,663 - mmaction - INFO - Epoch [220][160/1879] lr: 5.066e-03, eta: 16:33:47, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8230, loss_cls: 1.5804, loss: 1.5804, grad_norm: 5.6353 2021-07-17 19:09:24,277 - mmaction - INFO - Epoch [220][180/1879] lr: 5.066e-03, eta: 16:33:29, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8254, loss_cls: 1.5370, loss: 1.5370, grad_norm: 5.6036 2021-07-17 19:09:41,168 - mmaction - INFO - Epoch [220][200/1879] lr: 5.066e-03, eta: 16:33:12, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4995, loss: 1.4995, grad_norm: 5.5964 2021-07-17 19:09:57,724 - mmaction - INFO - Epoch [220][220/1879] lr: 5.066e-03, eta: 16:32:54, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8293, loss_cls: 1.5299, loss: 1.5299, grad_norm: 5.6252 2021-07-17 19:10:14,519 - mmaction - INFO - Epoch [220][240/1879] lr: 5.066e-03, eta: 16:32:36, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8336, loss_cls: 1.5288, loss: 1.5288, grad_norm: 5.5491 2021-07-17 19:10:31,092 - mmaction - INFO - Epoch [220][260/1879] lr: 5.066e-03, eta: 16:32:19, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5533, loss: 1.5533, grad_norm: 5.6555 2021-07-17 19:10:47,878 - mmaction - INFO - Epoch [220][280/1879] lr: 5.066e-03, eta: 16:32:01, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8375, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.5819 2021-07-17 19:11:04,547 - mmaction - INFO - Epoch [220][300/1879] lr: 5.066e-03, eta: 16:31:43, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8219, loss_cls: 1.5858, loss: 1.5858, grad_norm: 5.5824 2021-07-17 19:11:21,261 - mmaction - INFO - Epoch [220][320/1879] lr: 5.066e-03, eta: 16:31:26, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8242, loss_cls: 1.5489, loss: 1.5489, grad_norm: 5.6417 2021-07-17 19:11:37,944 - mmaction - INFO - Epoch [220][340/1879] lr: 5.066e-03, eta: 16:31:08, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8207, loss_cls: 1.5566, loss: 1.5566, grad_norm: 5.5390 2021-07-17 19:11:54,642 - mmaction - INFO - Epoch [220][360/1879] lr: 5.066e-03, eta: 16:30:51, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8309, loss_cls: 1.5660, loss: 1.5660, grad_norm: 5.6991 2021-07-17 19:12:11,471 - mmaction - INFO - Epoch [220][380/1879] lr: 5.066e-03, eta: 16:30:33, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8320, loss_cls: 1.5334, loss: 1.5334, grad_norm: 5.5779 2021-07-17 19:12:28,219 - mmaction - INFO - Epoch [220][400/1879] lr: 5.066e-03, eta: 16:30:16, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8367, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.4863 2021-07-17 19:12:44,889 - mmaction - INFO - Epoch [220][420/1879] lr: 5.066e-03, eta: 16:29:58, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8301, loss_cls: 1.5383, loss: 1.5383, grad_norm: 5.7128 2021-07-17 19:13:01,599 - mmaction - INFO - Epoch [220][440/1879] lr: 5.066e-03, eta: 16:29:40, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8371, loss_cls: 1.5099, loss: 1.5099, grad_norm: 5.6134 2021-07-17 19:13:18,264 - mmaction - INFO - Epoch [220][460/1879] lr: 5.066e-03, eta: 16:29:23, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8324, loss_cls: 1.4811, loss: 1.4811, grad_norm: 5.4758 2021-07-17 19:13:34,983 - mmaction - INFO - Epoch [220][480/1879] lr: 5.066e-03, eta: 16:29:05, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8375, loss_cls: 1.5088, loss: 1.5088, grad_norm: 5.5780 2021-07-17 19:13:51,853 - mmaction - INFO - Epoch [220][500/1879] lr: 5.066e-03, eta: 16:28:48, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8336, loss_cls: 1.5357, loss: 1.5357, grad_norm: 5.6423 2021-07-17 19:14:08,595 - mmaction - INFO - Epoch [220][520/1879] lr: 5.066e-03, eta: 16:28:30, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8254, loss_cls: 1.5658, loss: 1.5658, grad_norm: 5.6518 2021-07-17 19:14:25,401 - mmaction - INFO - Epoch [220][540/1879] lr: 5.066e-03, eta: 16:28:12, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5165, loss: 1.5165, grad_norm: 5.5615 2021-07-17 19:14:42,199 - mmaction - INFO - Epoch [220][560/1879] lr: 5.066e-03, eta: 16:27:55, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8219, loss_cls: 1.5861, loss: 1.5861, grad_norm: 5.6482 2021-07-17 19:14:58,935 - mmaction - INFO - Epoch [220][580/1879] lr: 5.066e-03, eta: 16:27:37, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.6192 2021-07-17 19:15:15,813 - mmaction - INFO - Epoch [220][600/1879] lr: 5.066e-03, eta: 16:27:20, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8406, loss_cls: 1.4936, loss: 1.4936, grad_norm: 5.6161 2021-07-17 19:15:32,543 - mmaction - INFO - Epoch [220][620/1879] lr: 5.066e-03, eta: 16:27:02, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8152, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.4789 2021-07-17 19:15:49,219 - mmaction - INFO - Epoch [220][640/1879] lr: 5.066e-03, eta: 16:26:45, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8203, loss_cls: 1.5857, loss: 1.5857, grad_norm: 5.6703 2021-07-17 19:16:06,103 - mmaction - INFO - Epoch [220][660/1879] lr: 5.066e-03, eta: 16:26:27, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6457, top5_acc: 0.8320, loss_cls: 1.5105, loss: 1.5105, grad_norm: 5.6421 2021-07-17 19:16:22,872 - mmaction - INFO - Epoch [220][680/1879] lr: 5.066e-03, eta: 16:26:10, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8301, loss_cls: 1.5794, loss: 1.5794, grad_norm: 5.6414 2021-07-17 19:16:39,538 - mmaction - INFO - Epoch [220][700/1879] lr: 5.066e-03, eta: 16:25:52, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6203, top5_acc: 0.8207, loss_cls: 1.6098, loss: 1.6098, grad_norm: 5.7225 2021-07-17 19:16:56,315 - mmaction - INFO - Epoch [220][720/1879] lr: 5.066e-03, eta: 16:25:35, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8402, loss_cls: 1.5396, loss: 1.5396, grad_norm: 5.7131 2021-07-17 19:17:13,151 - mmaction - INFO - Epoch [220][740/1879] lr: 5.066e-03, eta: 16:25:17, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.7647 2021-07-17 19:17:29,674 - mmaction - INFO - Epoch [220][760/1879] lr: 5.066e-03, eta: 16:24:59, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.6331 2021-07-17 19:17:46,468 - mmaction - INFO - Epoch [220][780/1879] lr: 5.066e-03, eta: 16:24:42, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8332, loss_cls: 1.5321, loss: 1.5321, grad_norm: 5.4907 2021-07-17 19:18:03,150 - mmaction - INFO - Epoch [220][800/1879] lr: 5.066e-03, eta: 16:24:24, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8277, loss_cls: 1.5741, loss: 1.5741, grad_norm: 5.6818 2021-07-17 19:18:19,811 - mmaction - INFO - Epoch [220][820/1879] lr: 5.066e-03, eta: 16:24:07, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6211, top5_acc: 0.8168, loss_cls: 1.6253, loss: 1.6253, grad_norm: 5.9424 2021-07-17 19:18:36,561 - mmaction - INFO - Epoch [220][840/1879] lr: 5.066e-03, eta: 16:23:49, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.5605 2021-07-17 19:18:53,237 - mmaction - INFO - Epoch [220][860/1879] lr: 5.066e-03, eta: 16:23:31, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8406, loss_cls: 1.4943, loss: 1.4943, grad_norm: 5.5145 2021-07-17 19:19:09,993 - mmaction - INFO - Epoch [220][880/1879] lr: 5.066e-03, eta: 16:23:14, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8230, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.6708 2021-07-17 19:19:26,593 - mmaction - INFO - Epoch [220][900/1879] lr: 5.066e-03, eta: 16:22:56, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6191, top5_acc: 0.8273, loss_cls: 1.5842, loss: 1.5842, grad_norm: 5.7948 2021-07-17 19:19:43,328 - mmaction - INFO - Epoch [220][920/1879] lr: 5.066e-03, eta: 16:22:39, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8266, loss_cls: 1.5512, loss: 1.5512, grad_norm: 5.5031 2021-07-17 19:20:00,061 - mmaction - INFO - Epoch [220][940/1879] lr: 5.066e-03, eta: 16:22:21, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5726, loss: 1.5726, grad_norm: 5.5373 2021-07-17 19:20:16,825 - mmaction - INFO - Epoch [220][960/1879] lr: 5.066e-03, eta: 16:22:03, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8289, loss_cls: 1.5672, loss: 1.5672, grad_norm: 5.7980 2021-07-17 19:20:33,630 - mmaction - INFO - Epoch [220][980/1879] lr: 5.066e-03, eta: 16:21:46, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8316, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.5833 2021-07-17 19:20:50,428 - mmaction - INFO - Epoch [220][1000/1879] lr: 5.066e-03, eta: 16:21:28, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8242, loss_cls: 1.5448, loss: 1.5448, grad_norm: 5.6865 2021-07-17 19:21:07,283 - mmaction - INFO - Epoch [220][1020/1879] lr: 5.066e-03, eta: 16:21:11, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8215, loss_cls: 1.5670, loss: 1.5670, grad_norm: 5.6118 2021-07-17 19:21:24,054 - mmaction - INFO - Epoch [220][1040/1879] lr: 5.066e-03, eta: 16:20:53, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8234, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.6606 2021-07-17 19:21:40,895 - mmaction - INFO - Epoch [220][1060/1879] lr: 5.066e-03, eta: 16:20:36, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8246, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.5365 2021-07-17 19:21:57,581 - mmaction - INFO - Epoch [220][1080/1879] lr: 5.066e-03, eta: 16:20:18, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6238, top5_acc: 0.8207, loss_cls: 1.5862, loss: 1.5862, grad_norm: 5.5856 2021-07-17 19:22:14,165 - mmaction - INFO - Epoch [220][1100/1879] lr: 5.066e-03, eta: 16:20:01, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8246, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.7154 2021-07-17 19:22:30,816 - mmaction - INFO - Epoch [220][1120/1879] lr: 5.066e-03, eta: 16:19:43, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8258, loss_cls: 1.5524, loss: 1.5524, grad_norm: 5.6430 2021-07-17 19:22:47,600 - mmaction - INFO - Epoch [220][1140/1879] lr: 5.066e-03, eta: 16:19:25, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8098, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.7795 2021-07-17 19:23:04,348 - mmaction - INFO - Epoch [220][1160/1879] lr: 5.066e-03, eta: 16:19:08, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8301, loss_cls: 1.5025, loss: 1.5025, grad_norm: 5.4591 2021-07-17 19:23:21,169 - mmaction - INFO - Epoch [220][1180/1879] lr: 5.066e-03, eta: 16:18:50, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8227, loss_cls: 1.5805, loss: 1.5805, grad_norm: 5.5123 2021-07-17 19:23:37,965 - mmaction - INFO - Epoch [220][1200/1879] lr: 5.066e-03, eta: 16:18:33, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.5539, loss: 1.5539, grad_norm: 5.6089 2021-07-17 19:23:54,703 - mmaction - INFO - Epoch [220][1220/1879] lr: 5.066e-03, eta: 16:18:15, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8242, loss_cls: 1.5544, loss: 1.5544, grad_norm: 5.6213 2021-07-17 19:24:11,295 - mmaction - INFO - Epoch [220][1240/1879] lr: 5.066e-03, eta: 16:17:58, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8246, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.6709 2021-07-17 19:24:28,047 - mmaction - INFO - Epoch [220][1260/1879] lr: 5.066e-03, eta: 16:17:40, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8301, loss_cls: 1.5448, loss: 1.5448, grad_norm: 5.6461 2021-07-17 19:24:44,709 - mmaction - INFO - Epoch [220][1280/1879] lr: 5.066e-03, eta: 16:17:23, time: 0.836, data_time: 0.007, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.5640, loss: 1.5640, grad_norm: 5.6208 2021-07-17 19:25:01,294 - mmaction - INFO - Epoch [220][1300/1879] lr: 5.066e-03, eta: 16:17:05, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8230, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.5943 2021-07-17 19:25:18,055 - mmaction - INFO - Epoch [220][1320/1879] lr: 5.066e-03, eta: 16:16:47, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8250, loss_cls: 1.5230, loss: 1.5230, grad_norm: 5.6605 2021-07-17 19:25:34,913 - mmaction - INFO - Epoch [220][1340/1879] lr: 5.066e-03, eta: 16:16:30, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8273, loss_cls: 1.5285, loss: 1.5285, grad_norm: 5.6009 2021-07-17 19:25:51,588 - mmaction - INFO - Epoch [220][1360/1879] lr: 5.066e-03, eta: 16:16:12, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8305, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.6082 2021-07-17 19:26:08,464 - mmaction - INFO - Epoch [220][1380/1879] lr: 5.066e-03, eta: 16:15:55, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8254, loss_cls: 1.5630, loss: 1.5630, grad_norm: 5.7151 2021-07-17 19:26:25,372 - mmaction - INFO - Epoch [220][1400/1879] lr: 5.066e-03, eta: 16:15:37, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5736, loss: 1.5736, grad_norm: 5.6627 2021-07-17 19:26:42,230 - mmaction - INFO - Epoch [220][1420/1879] lr: 5.066e-03, eta: 16:15:20, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8246, loss_cls: 1.5802, loss: 1.5802, grad_norm: 5.7975 2021-07-17 19:26:58,855 - mmaction - INFO - Epoch [220][1440/1879] lr: 5.066e-03, eta: 16:15:02, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6168, top5_acc: 0.8148, loss_cls: 1.6438, loss: 1.6438, grad_norm: 5.6126 2021-07-17 19:27:15,495 - mmaction - INFO - Epoch [220][1460/1879] lr: 5.066e-03, eta: 16:14:45, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6227, top5_acc: 0.8223, loss_cls: 1.5982, loss: 1.5982, grad_norm: 5.6839 2021-07-17 19:27:32,179 - mmaction - INFO - Epoch [220][1480/1879] lr: 5.066e-03, eta: 16:14:27, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8301, loss_cls: 1.5405, loss: 1.5405, grad_norm: 5.6417 2021-07-17 19:27:48,952 - mmaction - INFO - Epoch [220][1500/1879] lr: 5.066e-03, eta: 16:14:09, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8359, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.5720 2021-07-17 19:28:05,644 - mmaction - INFO - Epoch [220][1520/1879] lr: 5.066e-03, eta: 16:13:52, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8277, loss_cls: 1.5559, loss: 1.5559, grad_norm: 5.6237 2021-07-17 19:28:22,285 - mmaction - INFO - Epoch [220][1540/1879] lr: 5.066e-03, eta: 16:13:34, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8254, loss_cls: 1.5449, loss: 1.5449, grad_norm: 5.5300 2021-07-17 19:28:38,864 - mmaction - INFO - Epoch [220][1560/1879] lr: 5.066e-03, eta: 16:13:17, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8238, loss_cls: 1.5854, loss: 1.5854, grad_norm: 5.6372 2021-07-17 19:28:55,636 - mmaction - INFO - Epoch [220][1580/1879] lr: 5.066e-03, eta: 16:12:59, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8168, loss_cls: 1.5619, loss: 1.5619, grad_norm: 5.5229 2021-07-17 19:29:12,405 - mmaction - INFO - Epoch [220][1600/1879] lr: 5.066e-03, eta: 16:12:42, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8316, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.6031 2021-07-17 19:29:29,041 - mmaction - INFO - Epoch [220][1620/1879] lr: 5.066e-03, eta: 16:12:24, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6500, top5_acc: 0.8371, loss_cls: 1.4742, loss: 1.4742, grad_norm: 5.4672 2021-07-17 19:29:45,792 - mmaction - INFO - Epoch [220][1640/1879] lr: 5.066e-03, eta: 16:12:06, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8324, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.6388 2021-07-17 19:30:02,508 - mmaction - INFO - Epoch [220][1660/1879] lr: 5.066e-03, eta: 16:11:49, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5400, loss: 1.5400, grad_norm: 5.7029 2021-07-17 19:30:19,122 - mmaction - INFO - Epoch [220][1680/1879] lr: 5.066e-03, eta: 16:11:31, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8180, loss_cls: 1.5747, loss: 1.5747, grad_norm: 5.7200 2021-07-17 19:30:35,952 - mmaction - INFO - Epoch [220][1700/1879] lr: 5.066e-03, eta: 16:11:14, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.5249, loss: 1.5249, grad_norm: 5.6914 2021-07-17 19:30:52,747 - mmaction - INFO - Epoch [220][1720/1879] lr: 5.066e-03, eta: 16:10:56, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8270, loss_cls: 1.5537, loss: 1.5537, grad_norm: 5.8072 2021-07-17 19:31:09,550 - mmaction - INFO - Epoch [220][1740/1879] lr: 5.066e-03, eta: 16:10:39, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8258, loss_cls: 1.5315, loss: 1.5315, grad_norm: 5.7829 2021-07-17 19:31:26,327 - mmaction - INFO - Epoch [220][1760/1879] lr: 5.066e-03, eta: 16:10:21, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4968, loss: 1.4968, grad_norm: 5.6931 2021-07-17 19:31:43,019 - mmaction - INFO - Epoch [220][1780/1879] lr: 5.066e-03, eta: 16:10:04, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8250, loss_cls: 1.5655, loss: 1.5655, grad_norm: 5.7904 2021-07-17 19:31:59,693 - mmaction - INFO - Epoch [220][1800/1879] lr: 5.066e-03, eta: 16:09:46, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8187, loss_cls: 1.5890, loss: 1.5890, grad_norm: 5.7286 2021-07-17 19:32:16,424 - mmaction - INFO - Epoch [220][1820/1879] lr: 5.066e-03, eta: 16:09:28, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8211, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.6603 2021-07-17 19:32:33,129 - mmaction - INFO - Epoch [220][1840/1879] lr: 5.066e-03, eta: 16:09:11, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8297, loss_cls: 1.5629, loss: 1.5629, grad_norm: 5.6846 2021-07-17 19:32:49,863 - mmaction - INFO - Epoch [220][1860/1879] lr: 5.066e-03, eta: 16:08:53, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8262, loss_cls: 1.5802, loss: 1.5802, grad_norm: 5.6800 2021-07-17 19:33:08,661 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 19:33:08,664 - mmaction - INFO - 106 BN found 2021-07-17 19:37:56,423 - mmaction - INFO - BN stats updated 2021-07-17 19:40:07,508 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 19:40:08,356 - mmaction - INFO - top1_acc 0.6604 top5_acc 0.8647 2021-07-17 19:40:08,356 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 19:40:08,420 - mmaction - INFO - mean_acc 0.6602 2021-07-17 19:40:10,068 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_220.pth. 2021-07-17 19:40:10,069 - mmaction - INFO - Best top1_acc is 0.6604 at 220 epoch. 2021-07-17 19:40:10,094 - mmaction - INFO - Saving checkpoint at 220 epochs 2021-07-17 19:40:10,781 - mmaction - INFO - Epoch(val) [220][155] top1_acc: 0.6604, top5_acc: 0.8647, mean_class_accuracy: 0.6602 2021-07-17 19:41:06,090 - mmaction - INFO - Epoch [221][20/1879] lr: 4.801e-03, eta: 16:08:38, time: 2.764, data_time: 1.961, memory: 6455, top1_acc: 0.6289, top5_acc: 0.8180, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.6461 2021-07-17 19:41:22,332 - mmaction - INFO - Epoch [221][40/1879] lr: 4.801e-03, eta: 16:08:20, time: 0.810, data_time: 0.006, memory: 6455, top1_acc: 0.6199, top5_acc: 0.8195, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.8040 2021-07-17 19:41:38,711 - mmaction - INFO - Epoch [221][60/1879] lr: 4.801e-03, eta: 16:08:02, time: 0.819, data_time: 0.006, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.7090 2021-07-17 19:41:55,136 - mmaction - INFO - Epoch [221][80/1879] lr: 4.801e-03, eta: 16:07:44, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.5019, loss: 1.5019, grad_norm: 5.5866 2021-07-17 19:42:11,798 - mmaction - INFO - Epoch [221][100/1879] lr: 4.801e-03, eta: 16:07:26, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8254, loss_cls: 1.5413, loss: 1.5413, grad_norm: 5.7774 2021-07-17 19:42:28,284 - mmaction - INFO - Epoch [221][120/1879] lr: 4.801e-03, eta: 16:07:09, time: 0.825, data_time: 0.002, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8352, loss_cls: 1.5001, loss: 1.5001, grad_norm: 5.6800 2021-07-17 19:42:45,032 - mmaction - INFO - Epoch [221][140/1879] lr: 4.801e-03, eta: 16:06:51, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8305, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.7753 2021-07-17 19:43:01,794 - mmaction - INFO - Epoch [221][160/1879] lr: 4.801e-03, eta: 16:06:33, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8301, loss_cls: 1.4931, loss: 1.4931, grad_norm: 5.6095 2021-07-17 19:43:18,461 - mmaction - INFO - Epoch [221][180/1879] lr: 4.801e-03, eta: 16:06:16, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8301, loss_cls: 1.5068, loss: 1.5068, grad_norm: 5.6059 2021-07-17 19:43:34,978 - mmaction - INFO - Epoch [221][200/1879] lr: 4.801e-03, eta: 16:05:58, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8332, loss_cls: 1.5421, loss: 1.5421, grad_norm: 5.7065 2021-07-17 19:43:51,632 - mmaction - INFO - Epoch [221][220/1879] lr: 4.801e-03, eta: 16:05:40, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6258, top5_acc: 0.8199, loss_cls: 1.5950, loss: 1.5950, grad_norm: 5.8938 2021-07-17 19:44:08,485 - mmaction - INFO - Epoch [221][240/1879] lr: 4.801e-03, eta: 16:05:23, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8262, loss_cls: 1.5607, loss: 1.5607, grad_norm: 5.6500 2021-07-17 19:44:25,280 - mmaction - INFO - Epoch [221][260/1879] lr: 4.801e-03, eta: 16:05:06, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8305, loss_cls: 1.5136, loss: 1.5136, grad_norm: 5.5771 2021-07-17 19:44:41,852 - mmaction - INFO - Epoch [221][280/1879] lr: 4.801e-03, eta: 16:04:48, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8246, loss_cls: 1.5571, loss: 1.5571, grad_norm: 5.6871 2021-07-17 19:44:58,538 - mmaction - INFO - Epoch [221][300/1879] lr: 4.801e-03, eta: 16:04:30, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8367, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.5711 2021-07-17 19:45:15,436 - mmaction - INFO - Epoch [221][320/1879] lr: 4.801e-03, eta: 16:04:13, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8246, loss_cls: 1.5782, loss: 1.5782, grad_norm: 5.7956 2021-07-17 19:45:32,090 - mmaction - INFO - Epoch [221][340/1879] lr: 4.801e-03, eta: 16:03:55, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8313, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.6222 2021-07-17 19:45:49,002 - mmaction - INFO - Epoch [221][360/1879] lr: 4.801e-03, eta: 16:03:38, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8320, loss_cls: 1.5240, loss: 1.5240, grad_norm: 5.4976 2021-07-17 19:46:05,698 - mmaction - INFO - Epoch [221][380/1879] lr: 4.801e-03, eta: 16:03:20, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8324, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.5478 2021-07-17 19:46:22,523 - mmaction - INFO - Epoch [221][400/1879] lr: 4.801e-03, eta: 16:03:03, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8270, loss_cls: 1.5617, loss: 1.5617, grad_norm: 5.6830 2021-07-17 19:46:39,143 - mmaction - INFO - Epoch [221][420/1879] lr: 4.801e-03, eta: 16:02:45, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8289, loss_cls: 1.5208, loss: 1.5208, grad_norm: 5.8153 2021-07-17 19:46:55,790 - mmaction - INFO - Epoch [221][440/1879] lr: 4.801e-03, eta: 16:02:27, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8141, loss_cls: 1.5755, loss: 1.5755, grad_norm: 5.6250 2021-07-17 19:47:12,668 - mmaction - INFO - Epoch [221][460/1879] lr: 4.801e-03, eta: 16:02:10, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6180, top5_acc: 0.8316, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.8393 2021-07-17 19:47:29,276 - mmaction - INFO - Epoch [221][480/1879] lr: 4.801e-03, eta: 16:01:52, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8129, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.5749 2021-07-17 19:47:46,080 - mmaction - INFO - Epoch [221][500/1879] lr: 4.801e-03, eta: 16:01:35, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.5733, loss: 1.5733, grad_norm: 5.7116 2021-07-17 19:48:02,660 - mmaction - INFO - Epoch [221][520/1879] lr: 4.801e-03, eta: 16:01:17, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8434, loss_cls: 1.4768, loss: 1.4768, grad_norm: 5.5844 2021-07-17 19:48:19,460 - mmaction - INFO - Epoch [221][540/1879] lr: 4.801e-03, eta: 16:01:00, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8426, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.5827 2021-07-17 19:48:36,266 - mmaction - INFO - Epoch [221][560/1879] lr: 4.801e-03, eta: 16:00:42, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5040, loss: 1.5040, grad_norm: 5.6050 2021-07-17 19:48:52,962 - mmaction - INFO - Epoch [221][580/1879] lr: 4.801e-03, eta: 16:00:25, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8383, loss_cls: 1.5388, loss: 1.5388, grad_norm: 5.8521 2021-07-17 19:49:09,643 - mmaction - INFO - Epoch [221][600/1879] lr: 4.801e-03, eta: 16:00:07, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8223, loss_cls: 1.5343, loss: 1.5343, grad_norm: 5.6713 2021-07-17 19:49:26,412 - mmaction - INFO - Epoch [221][620/1879] lr: 4.801e-03, eta: 15:59:50, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8363, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.8014 2021-07-17 19:49:43,159 - mmaction - INFO - Epoch [221][640/1879] lr: 4.801e-03, eta: 15:59:32, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8297, loss_cls: 1.4994, loss: 1.4994, grad_norm: 5.5365 2021-07-17 19:50:00,171 - mmaction - INFO - Epoch [221][660/1879] lr: 4.801e-03, eta: 15:59:15, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8281, loss_cls: 1.5158, loss: 1.5158, grad_norm: 5.5462 2021-07-17 19:50:16,886 - mmaction - INFO - Epoch [221][680/1879] lr: 4.801e-03, eta: 15:58:57, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8305, loss_cls: 1.5402, loss: 1.5402, grad_norm: 5.6857 2021-07-17 19:50:33,640 - mmaction - INFO - Epoch [221][700/1879] lr: 4.801e-03, eta: 15:58:40, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8262, loss_cls: 1.5372, loss: 1.5372, grad_norm: 5.6060 2021-07-17 19:50:50,299 - mmaction - INFO - Epoch [221][720/1879] lr: 4.801e-03, eta: 15:58:22, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8211, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.6000 2021-07-17 19:51:06,851 - mmaction - INFO - Epoch [221][740/1879] lr: 4.801e-03, eta: 15:58:04, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8371, loss_cls: 1.5138, loss: 1.5138, grad_norm: 5.6609 2021-07-17 19:51:23,568 - mmaction - INFO - Epoch [221][760/1879] lr: 4.801e-03, eta: 15:57:47, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8336, loss_cls: 1.5089, loss: 1.5089, grad_norm: 5.8178 2021-07-17 19:51:40,522 - mmaction - INFO - Epoch [221][780/1879] lr: 4.801e-03, eta: 15:57:29, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8262, loss_cls: 1.5527, loss: 1.5527, grad_norm: 5.7962 2021-07-17 19:51:57,197 - mmaction - INFO - Epoch [221][800/1879] lr: 4.801e-03, eta: 15:57:12, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8195, loss_cls: 1.5906, loss: 1.5906, grad_norm: 5.6937 2021-07-17 19:52:14,028 - mmaction - INFO - Epoch [221][820/1879] lr: 4.801e-03, eta: 15:56:54, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5450, loss: 1.5450, grad_norm: 5.8733 2021-07-17 19:52:30,751 - mmaction - INFO - Epoch [221][840/1879] lr: 4.801e-03, eta: 15:56:37, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.7853 2021-07-17 19:52:47,559 - mmaction - INFO - Epoch [221][860/1879] lr: 4.801e-03, eta: 15:56:19, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8406, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.5409 2021-07-17 19:53:04,328 - mmaction - INFO - Epoch [221][880/1879] lr: 4.801e-03, eta: 15:56:02, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8309, loss_cls: 1.5171, loss: 1.5171, grad_norm: 5.6667 2021-07-17 19:53:21,131 - mmaction - INFO - Epoch [221][900/1879] lr: 4.801e-03, eta: 15:55:44, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8176, loss_cls: 1.5819, loss: 1.5819, grad_norm: 5.8807 2021-07-17 19:53:37,924 - mmaction - INFO - Epoch [221][920/1879] lr: 4.801e-03, eta: 15:55:27, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8270, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.7969 2021-07-17 19:53:54,468 - mmaction - INFO - Epoch [221][940/1879] lr: 4.801e-03, eta: 15:55:09, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8324, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.6151 2021-07-17 19:54:11,181 - mmaction - INFO - Epoch [221][960/1879] lr: 4.801e-03, eta: 15:54:52, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8301, loss_cls: 1.5286, loss: 1.5286, grad_norm: 5.5690 2021-07-17 19:54:28,103 - mmaction - INFO - Epoch [221][980/1879] lr: 4.801e-03, eta: 15:54:34, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8172, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.7307 2021-07-17 19:54:44,714 - mmaction - INFO - Epoch [221][1000/1879] lr: 4.801e-03, eta: 15:54:16, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8215, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.7266 2021-07-17 19:55:01,386 - mmaction - INFO - Epoch [221][1020/1879] lr: 4.801e-03, eta: 15:53:59, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8320, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.6907 2021-07-17 19:55:18,029 - mmaction - INFO - Epoch [221][1040/1879] lr: 4.801e-03, eta: 15:53:41, time: 0.831, data_time: 0.007, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8215, loss_cls: 1.5994, loss: 1.5994, grad_norm: 5.7918 2021-07-17 19:55:34,775 - mmaction - INFO - Epoch [221][1060/1879] lr: 4.801e-03, eta: 15:53:24, time: 0.842, data_time: 0.007, memory: 6455, top1_acc: 0.6270, top5_acc: 0.8230, loss_cls: 1.5703, loss: 1.5703, grad_norm: 5.8592 2021-07-17 19:55:51,610 - mmaction - INFO - Epoch [221][1080/1879] lr: 4.801e-03, eta: 15:53:06, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8293, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.5887 2021-07-17 19:56:08,348 - mmaction - INFO - Epoch [221][1100/1879] lr: 4.801e-03, eta: 15:52:49, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8348, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.5424 2021-07-17 19:56:25,138 - mmaction - INFO - Epoch [221][1120/1879] lr: 4.801e-03, eta: 15:52:31, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4495, loss: 1.4495, grad_norm: 5.4281 2021-07-17 19:56:42,006 - mmaction - INFO - Epoch [221][1140/1879] lr: 4.801e-03, eta: 15:52:14, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8277, loss_cls: 1.5414, loss: 1.5414, grad_norm: 5.8348 2021-07-17 19:56:58,518 - mmaction - INFO - Epoch [221][1160/1879] lr: 4.801e-03, eta: 15:51:56, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8402, loss_cls: 1.4687, loss: 1.4687, grad_norm: 5.6296 2021-07-17 19:57:15,225 - mmaction - INFO - Epoch [221][1180/1879] lr: 4.801e-03, eta: 15:51:39, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8289, loss_cls: 1.5534, loss: 1.5534, grad_norm: 5.7880 2021-07-17 19:57:31,993 - mmaction - INFO - Epoch [221][1200/1879] lr: 4.801e-03, eta: 15:51:21, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5089, loss: 1.5089, grad_norm: 5.6317 2021-07-17 19:57:48,581 - mmaction - INFO - Epoch [221][1220/1879] lr: 4.801e-03, eta: 15:51:03, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8234, loss_cls: 1.5924, loss: 1.5924, grad_norm: 5.7525 2021-07-17 19:58:05,405 - mmaction - INFO - Epoch [221][1240/1879] lr: 4.801e-03, eta: 15:50:46, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8223, loss_cls: 1.5586, loss: 1.5586, grad_norm: 5.5615 2021-07-17 19:58:22,079 - mmaction - INFO - Epoch [221][1260/1879] lr: 4.801e-03, eta: 15:50:28, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8324, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.6769 2021-07-17 19:58:38,834 - mmaction - INFO - Epoch [221][1280/1879] lr: 4.801e-03, eta: 15:50:11, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8246, loss_cls: 1.5399, loss: 1.5399, grad_norm: 5.7986 2021-07-17 19:58:55,559 - mmaction - INFO - Epoch [221][1300/1879] lr: 4.801e-03, eta: 15:49:53, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4899, loss: 1.4899, grad_norm: 5.7449 2021-07-17 19:59:12,433 - mmaction - INFO - Epoch [221][1320/1879] lr: 4.801e-03, eta: 15:49:36, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.9111 2021-07-17 19:59:29,165 - mmaction - INFO - Epoch [221][1340/1879] lr: 4.801e-03, eta: 15:49:18, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8379, loss_cls: 1.4930, loss: 1.4930, grad_norm: 5.5766 2021-07-17 19:59:45,962 - mmaction - INFO - Epoch [221][1360/1879] lr: 4.801e-03, eta: 15:49:01, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8219, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.7072 2021-07-17 20:00:02,782 - mmaction - INFO - Epoch [221][1380/1879] lr: 4.801e-03, eta: 15:48:43, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5509, loss: 1.5509, grad_norm: 5.8003 2021-07-17 20:00:19,510 - mmaction - INFO - Epoch [221][1400/1879] lr: 4.801e-03, eta: 15:48:26, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4897, loss: 1.4897, grad_norm: 5.8788 2021-07-17 20:00:35,968 - mmaction - INFO - Epoch [221][1420/1879] lr: 4.801e-03, eta: 15:48:08, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8215, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.7044 2021-07-17 20:00:52,620 - mmaction - INFO - Epoch [221][1440/1879] lr: 4.801e-03, eta: 15:47:50, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8289, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.5870 2021-07-17 20:01:09,494 - mmaction - INFO - Epoch [221][1460/1879] lr: 4.801e-03, eta: 15:47:33, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8273, loss_cls: 1.5328, loss: 1.5328, grad_norm: 5.5804 2021-07-17 20:01:25,919 - mmaction - INFO - Epoch [221][1480/1879] lr: 4.801e-03, eta: 15:47:15, time: 0.820, data_time: 0.004, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.5497, loss: 1.5497, grad_norm: 5.9730 2021-07-17 20:01:42,730 - mmaction - INFO - Epoch [221][1500/1879] lr: 4.801e-03, eta: 15:46:58, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8223, loss_cls: 1.5575, loss: 1.5575, grad_norm: 5.7785 2021-07-17 20:01:59,410 - mmaction - INFO - Epoch [221][1520/1879] lr: 4.801e-03, eta: 15:46:40, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8340, loss_cls: 1.5507, loss: 1.5507, grad_norm: 5.7912 2021-07-17 20:02:16,159 - mmaction - INFO - Epoch [221][1540/1879] lr: 4.801e-03, eta: 15:46:23, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8324, loss_cls: 1.5081, loss: 1.5081, grad_norm: 5.5620 2021-07-17 20:02:32,756 - mmaction - INFO - Epoch [221][1560/1879] lr: 4.801e-03, eta: 15:46:05, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6277, top5_acc: 0.8168, loss_cls: 1.6067, loss: 1.6067, grad_norm: 5.7979 2021-07-17 20:02:49,668 - mmaction - INFO - Epoch [221][1580/1879] lr: 4.801e-03, eta: 15:45:48, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8324, loss_cls: 1.5198, loss: 1.5198, grad_norm: 5.7719 2021-07-17 20:03:06,240 - mmaction - INFO - Epoch [221][1600/1879] lr: 4.801e-03, eta: 15:45:30, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8180, loss_cls: 1.5895, loss: 1.5895, grad_norm: 5.8434 2021-07-17 20:03:23,245 - mmaction - INFO - Epoch [221][1620/1879] lr: 4.801e-03, eta: 15:45:13, time: 0.849, data_time: 0.007, memory: 6455, top1_acc: 0.6215, top5_acc: 0.8195, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.8988 2021-07-17 20:03:39,894 - mmaction - INFO - Epoch [221][1640/1879] lr: 4.801e-03, eta: 15:44:55, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8340, loss_cls: 1.5263, loss: 1.5263, grad_norm: 5.6801 2021-07-17 20:03:56,649 - mmaction - INFO - Epoch [221][1660/1879] lr: 4.801e-03, eta: 15:44:38, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8266, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.6112 2021-07-17 20:04:13,246 - mmaction - INFO - Epoch [221][1680/1879] lr: 4.801e-03, eta: 15:44:20, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8164, loss_cls: 1.5818, loss: 1.5818, grad_norm: 5.6796 2021-07-17 20:04:29,894 - mmaction - INFO - Epoch [221][1700/1879] lr: 4.801e-03, eta: 15:44:02, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.6960 2021-07-17 20:04:46,644 - mmaction - INFO - Epoch [221][1720/1879] lr: 4.801e-03, eta: 15:43:45, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8227, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.8598 2021-07-17 20:05:03,336 - mmaction - INFO - Epoch [221][1740/1879] lr: 4.801e-03, eta: 15:43:27, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8285, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.8527 2021-07-17 20:05:20,040 - mmaction - INFO - Epoch [221][1760/1879] lr: 4.801e-03, eta: 15:43:10, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8402, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.6098 2021-07-17 20:05:36,719 - mmaction - INFO - Epoch [221][1780/1879] lr: 4.801e-03, eta: 15:42:52, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8270, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.6451 2021-07-17 20:05:53,386 - mmaction - INFO - Epoch [221][1800/1879] lr: 4.801e-03, eta: 15:42:35, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8125, loss_cls: 1.5895, loss: 1.5895, grad_norm: 5.7158 2021-07-17 20:06:10,100 - mmaction - INFO - Epoch [221][1820/1879] lr: 4.801e-03, eta: 15:42:17, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8375, loss_cls: 1.5130, loss: 1.5130, grad_norm: 5.7103 2021-07-17 20:06:26,909 - mmaction - INFO - Epoch [221][1840/1879] lr: 4.801e-03, eta: 15:42:00, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6445, top5_acc: 0.8363, loss_cls: 1.4880, loss: 1.4880, grad_norm: 5.6534 2021-07-17 20:06:43,571 - mmaction - INFO - Epoch [221][1860/1879] lr: 4.801e-03, eta: 15:41:42, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8301, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.9810 2021-07-17 20:07:02,670 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 20:07:02,674 - mmaction - INFO - 106 BN found 2021-07-17 20:11:53,411 - mmaction - INFO - BN stats updated 2021-07-17 20:12:47,545 - mmaction - INFO - Epoch [222][20/1879] lr: 4.542e-03, eta: 15:41:23, time: 2.605, data_time: 1.773, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8309, loss_cls: 1.5299, loss: 1.5299, grad_norm: 5.8082 2021-07-17 20:13:03,864 - mmaction - INFO - Epoch [222][40/1879] lr: 4.542e-03, eta: 15:41:05, time: 0.816, data_time: 0.011, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8332, loss_cls: 1.5160, loss: 1.5160, grad_norm: 5.6337 2021-07-17 20:13:20,147 - mmaction - INFO - Epoch [222][60/1879] lr: 4.542e-03, eta: 15:40:47, time: 0.814, data_time: 0.001, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8379, loss_cls: 1.5212, loss: 1.5212, grad_norm: 5.8223 2021-07-17 20:13:36,727 - mmaction - INFO - Epoch [222][80/1879] lr: 4.542e-03, eta: 15:40:30, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8340, loss_cls: 1.4660, loss: 1.4660, grad_norm: 5.5535 2021-07-17 20:13:53,213 - mmaction - INFO - Epoch [222][100/1879] lr: 4.542e-03, eta: 15:40:12, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8234, loss_cls: 1.5558, loss: 1.5558, grad_norm: 5.7299 2021-07-17 20:14:09,788 - mmaction - INFO - Epoch [222][120/1879] lr: 4.542e-03, eta: 15:39:54, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8379, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.7619 2021-07-17 20:14:26,441 - mmaction - INFO - Epoch [222][140/1879] lr: 4.542e-03, eta: 15:39:37, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8469, loss_cls: 1.4634, loss: 1.4634, grad_norm: 5.7061 2021-07-17 20:14:43,020 - mmaction - INFO - Epoch [222][160/1879] lr: 4.542e-03, eta: 15:39:19, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6285, top5_acc: 0.8273, loss_cls: 1.5275, loss: 1.5275, grad_norm: 5.6950 2021-07-17 20:14:59,708 - mmaction - INFO - Epoch [222][180/1879] lr: 4.542e-03, eta: 15:39:01, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8355, loss_cls: 1.4699, loss: 1.4699, grad_norm: 5.6218 2021-07-17 20:15:16,327 - mmaction - INFO - Epoch [222][200/1879] lr: 4.542e-03, eta: 15:38:44, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8285, loss_cls: 1.5690, loss: 1.5690, grad_norm: 5.9521 2021-07-17 20:15:33,126 - mmaction - INFO - Epoch [222][220/1879] lr: 4.542e-03, eta: 15:38:26, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5179, loss: 1.5179, grad_norm: 5.8003 2021-07-17 20:15:49,600 - mmaction - INFO - Epoch [222][240/1879] lr: 4.542e-03, eta: 15:38:09, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8293, loss_cls: 1.5674, loss: 1.5674, grad_norm: 5.8376 2021-07-17 20:16:06,333 - mmaction - INFO - Epoch [222][260/1879] lr: 4.542e-03, eta: 15:37:51, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8414, loss_cls: 1.5380, loss: 1.5380, grad_norm: 6.0026 2021-07-17 20:16:23,306 - mmaction - INFO - Epoch [222][280/1879] lr: 4.542e-03, eta: 15:37:34, time: 0.849, data_time: 0.002, memory: 6455, top1_acc: 0.6254, top5_acc: 0.8254, loss_cls: 1.5954, loss: 1.5954, grad_norm: 5.8892 2021-07-17 20:16:40,194 - mmaction - INFO - Epoch [222][300/1879] lr: 4.542e-03, eta: 15:37:16, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8258, loss_cls: 1.5442, loss: 1.5442, grad_norm: 5.7889 2021-07-17 20:16:56,724 - mmaction - INFO - Epoch [222][320/1879] lr: 4.542e-03, eta: 15:36:59, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6352, top5_acc: 0.8316, loss_cls: 1.5157, loss: 1.5157, grad_norm: 5.7547 2021-07-17 20:17:13,577 - mmaction - INFO - Epoch [222][340/1879] lr: 4.542e-03, eta: 15:36:41, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8332, loss_cls: 1.5042, loss: 1.5042, grad_norm: 5.7066 2021-07-17 20:17:30,245 - mmaction - INFO - Epoch [222][360/1879] lr: 4.542e-03, eta: 15:36:24, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6484, top5_acc: 0.8281, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.7078 2021-07-17 20:17:46,994 - mmaction - INFO - Epoch [222][380/1879] lr: 4.542e-03, eta: 15:36:06, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8316, loss_cls: 1.4990, loss: 1.4990, grad_norm: 5.6193 2021-07-17 20:18:03,714 - mmaction - INFO - Epoch [222][400/1879] lr: 4.542e-03, eta: 15:35:49, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8363, loss_cls: 1.4820, loss: 1.4820, grad_norm: 5.5793 2021-07-17 20:18:20,561 - mmaction - INFO - Epoch [222][420/1879] lr: 4.542e-03, eta: 15:35:31, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8438, loss_cls: 1.4271, loss: 1.4271, grad_norm: 5.6277 2021-07-17 20:18:37,252 - mmaction - INFO - Epoch [222][440/1879] lr: 4.542e-03, eta: 15:35:14, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8359, loss_cls: 1.4762, loss: 1.4762, grad_norm: 5.6723 2021-07-17 20:18:54,001 - mmaction - INFO - Epoch [222][460/1879] lr: 4.542e-03, eta: 15:34:56, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4665, loss: 1.4665, grad_norm: 5.6521 2021-07-17 20:19:10,862 - mmaction - INFO - Epoch [222][480/1879] lr: 4.542e-03, eta: 15:34:39, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8238, loss_cls: 1.5421, loss: 1.5421, grad_norm: 5.7942 2021-07-17 20:19:27,650 - mmaction - INFO - Epoch [222][500/1879] lr: 4.542e-03, eta: 15:34:21, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8219, loss_cls: 1.5621, loss: 1.5621, grad_norm: 5.7174 2021-07-17 20:19:44,403 - mmaction - INFO - Epoch [222][520/1879] lr: 4.542e-03, eta: 15:34:04, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8340, loss_cls: 1.4947, loss: 1.4947, grad_norm: 5.6906 2021-07-17 20:20:01,101 - mmaction - INFO - Epoch [222][540/1879] lr: 4.542e-03, eta: 15:33:46, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5380, loss: 1.5380, grad_norm: 5.8147 2021-07-17 20:20:17,870 - mmaction - INFO - Epoch [222][560/1879] lr: 4.542e-03, eta: 15:33:29, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6301, top5_acc: 0.8270, loss_cls: 1.5788, loss: 1.5788, grad_norm: 5.8864 2021-07-17 20:20:34,504 - mmaction - INFO - Epoch [222][580/1879] lr: 4.542e-03, eta: 15:33:11, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5712, loss: 1.5712, grad_norm: 5.7913 2021-07-17 20:20:51,425 - mmaction - INFO - Epoch [222][600/1879] lr: 4.542e-03, eta: 15:32:54, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6316, top5_acc: 0.8246, loss_cls: 1.5696, loss: 1.5696, grad_norm: 5.7190 2021-07-17 20:21:07,828 - mmaction - INFO - Epoch [222][620/1879] lr: 4.542e-03, eta: 15:32:36, time: 0.822, data_time: 0.003, memory: 6455, top1_acc: 0.6512, top5_acc: 0.8492, loss_cls: 1.4598, loss: 1.4598, grad_norm: 5.6954 2021-07-17 20:21:24,414 - mmaction - INFO - Epoch [222][640/1879] lr: 4.542e-03, eta: 15:32:18, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.6601 2021-07-17 20:21:41,204 - mmaction - INFO - Epoch [222][660/1879] lr: 4.542e-03, eta: 15:32:01, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5166, loss: 1.5166, grad_norm: 5.6660 2021-07-17 20:21:58,179 - mmaction - INFO - Epoch [222][680/1879] lr: 4.542e-03, eta: 15:31:43, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8289, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.7299 2021-07-17 20:22:14,836 - mmaction - INFO - Epoch [222][700/1879] lr: 4.542e-03, eta: 15:31:26, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8180, loss_cls: 1.5735, loss: 1.5735, grad_norm: 5.8817 2021-07-17 20:22:31,359 - mmaction - INFO - Epoch [222][720/1879] lr: 4.542e-03, eta: 15:31:08, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8301, loss_cls: 1.5206, loss: 1.5206, grad_norm: 5.8969 2021-07-17 20:22:48,148 - mmaction - INFO - Epoch [222][740/1879] lr: 4.542e-03, eta: 15:30:51, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8285, loss_cls: 1.5363, loss: 1.5363, grad_norm: 5.8322 2021-07-17 20:23:04,792 - mmaction - INFO - Epoch [222][760/1879] lr: 4.542e-03, eta: 15:30:33, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8270, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.6947 2021-07-17 20:23:21,660 - mmaction - INFO - Epoch [222][780/1879] lr: 4.542e-03, eta: 15:30:16, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8309, loss_cls: 1.5240, loss: 1.5240, grad_norm: 5.8430 2021-07-17 20:23:38,246 - mmaction - INFO - Epoch [222][800/1879] lr: 4.542e-03, eta: 15:29:58, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8148, loss_cls: 1.5871, loss: 1.5871, grad_norm: 5.7071 2021-07-17 20:23:54,997 - mmaction - INFO - Epoch [222][820/1879] lr: 4.542e-03, eta: 15:29:41, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8391, loss_cls: 1.4817, loss: 1.4817, grad_norm: 5.7178 2021-07-17 20:24:11,744 - mmaction - INFO - Epoch [222][840/1879] lr: 4.542e-03, eta: 15:29:23, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.6075 2021-07-17 20:24:28,483 - mmaction - INFO - Epoch [222][860/1879] lr: 4.542e-03, eta: 15:29:06, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8348, loss_cls: 1.4924, loss: 1.4924, grad_norm: 5.7125 2021-07-17 20:24:45,192 - mmaction - INFO - Epoch [222][880/1879] lr: 4.542e-03, eta: 15:28:48, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6543, top5_acc: 0.8383, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.6631 2021-07-17 20:25:01,916 - mmaction - INFO - Epoch [222][900/1879] lr: 4.542e-03, eta: 15:28:30, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8227, loss_cls: 1.5343, loss: 1.5343, grad_norm: 5.7250 2021-07-17 20:25:18,471 - mmaction - INFO - Epoch [222][920/1879] lr: 4.542e-03, eta: 15:28:13, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8340, loss_cls: 1.5407, loss: 1.5407, grad_norm: 5.8485 2021-07-17 20:25:35,289 - mmaction - INFO - Epoch [222][940/1879] lr: 4.542e-03, eta: 15:27:55, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8266, loss_cls: 1.5303, loss: 1.5303, grad_norm: 5.7127 2021-07-17 20:25:52,148 - mmaction - INFO - Epoch [222][960/1879] lr: 4.542e-03, eta: 15:27:38, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8316, loss_cls: 1.5380, loss: 1.5380, grad_norm: 5.8382 2021-07-17 20:26:08,844 - mmaction - INFO - Epoch [222][980/1879] lr: 4.542e-03, eta: 15:27:20, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8324, loss_cls: 1.5310, loss: 1.5310, grad_norm: 5.7288 2021-07-17 20:26:25,471 - mmaction - INFO - Epoch [222][1000/1879] lr: 4.542e-03, eta: 15:27:03, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4737, loss: 1.4737, grad_norm: 5.6096 2021-07-17 20:26:42,259 - mmaction - INFO - Epoch [222][1020/1879] lr: 4.542e-03, eta: 15:26:45, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8406, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.7752 2021-07-17 20:26:59,093 - mmaction - INFO - Epoch [222][1040/1879] lr: 4.542e-03, eta: 15:26:28, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8355, loss_cls: 1.5167, loss: 1.5167, grad_norm: 5.7791 2021-07-17 20:27:15,775 - mmaction - INFO - Epoch [222][1060/1879] lr: 4.542e-03, eta: 15:26:10, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6543, top5_acc: 0.8344, loss_cls: 1.5190, loss: 1.5190, grad_norm: 5.7364 2021-07-17 20:27:32,684 - mmaction - INFO - Epoch [222][1080/1879] lr: 4.542e-03, eta: 15:25:53, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8121, loss_cls: 1.6212, loss: 1.6212, grad_norm: 5.8980 2021-07-17 20:27:49,400 - mmaction - INFO - Epoch [222][1100/1879] lr: 4.542e-03, eta: 15:25:35, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8340, loss_cls: 1.4994, loss: 1.4994, grad_norm: 5.7264 2021-07-17 20:28:06,082 - mmaction - INFO - Epoch [222][1120/1879] lr: 4.542e-03, eta: 15:25:18, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4663, loss: 1.4663, grad_norm: 5.8364 2021-07-17 20:28:22,827 - mmaction - INFO - Epoch [222][1140/1879] lr: 4.542e-03, eta: 15:25:00, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8184, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.8684 2021-07-17 20:28:39,553 - mmaction - INFO - Epoch [222][1160/1879] lr: 4.542e-03, eta: 15:24:43, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8219, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.8269 2021-07-17 20:28:56,264 - mmaction - INFO - Epoch [222][1180/1879] lr: 4.542e-03, eta: 15:24:25, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8398, loss_cls: 1.4673, loss: 1.4673, grad_norm: 5.6460 2021-07-17 20:29:12,995 - mmaction - INFO - Epoch [222][1200/1879] lr: 4.542e-03, eta: 15:24:08, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6457, top5_acc: 0.8324, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.7486 2021-07-17 20:29:29,597 - mmaction - INFO - Epoch [222][1220/1879] lr: 4.542e-03, eta: 15:23:50, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8230, loss_cls: 1.5261, loss: 1.5261, grad_norm: 5.8092 2021-07-17 20:29:46,441 - mmaction - INFO - Epoch [222][1240/1879] lr: 4.542e-03, eta: 15:23:33, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8332, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.8117 2021-07-17 20:30:03,125 - mmaction - INFO - Epoch [222][1260/1879] lr: 4.542e-03, eta: 15:23:15, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8301, loss_cls: 1.5419, loss: 1.5419, grad_norm: 5.7866 2021-07-17 20:30:19,739 - mmaction - INFO - Epoch [222][1280/1879] lr: 4.542e-03, eta: 15:22:58, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8148, loss_cls: 1.5676, loss: 1.5676, grad_norm: 5.8355 2021-07-17 20:30:36,552 - mmaction - INFO - Epoch [222][1300/1879] lr: 4.542e-03, eta: 15:22:40, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8355, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.6904 2021-07-17 20:30:53,311 - mmaction - INFO - Epoch [222][1320/1879] lr: 4.542e-03, eta: 15:22:23, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8207, loss_cls: 1.5304, loss: 1.5304, grad_norm: 5.6917 2021-07-17 20:31:09,948 - mmaction - INFO - Epoch [222][1340/1879] lr: 4.542e-03, eta: 15:22:05, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.9225 2021-07-17 20:31:26,854 - mmaction - INFO - Epoch [222][1360/1879] lr: 4.542e-03, eta: 15:21:48, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6164, top5_acc: 0.8230, loss_cls: 1.5928, loss: 1.5928, grad_norm: 5.8660 2021-07-17 20:31:43,544 - mmaction - INFO - Epoch [222][1380/1879] lr: 4.542e-03, eta: 15:21:30, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8402, loss_cls: 1.5004, loss: 1.5004, grad_norm: 5.7612 2021-07-17 20:32:00,387 - mmaction - INFO - Epoch [222][1400/1879] lr: 4.542e-03, eta: 15:21:13, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5495, loss: 1.5495, grad_norm: 5.8924 2021-07-17 20:32:17,171 - mmaction - INFO - Epoch [222][1420/1879] lr: 4.542e-03, eta: 15:20:55, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6293, top5_acc: 0.8145, loss_cls: 1.5885, loss: 1.5885, grad_norm: 5.8793 2021-07-17 20:32:34,002 - mmaction - INFO - Epoch [222][1440/1879] lr: 4.542e-03, eta: 15:20:38, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8355, loss_cls: 1.5201, loss: 1.5201, grad_norm: 5.7910 2021-07-17 20:32:50,730 - mmaction - INFO - Epoch [222][1460/1879] lr: 4.542e-03, eta: 15:20:20, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.5166, loss: 1.5166, grad_norm: 5.8462 2021-07-17 20:33:07,248 - mmaction - INFO - Epoch [222][1480/1879] lr: 4.542e-03, eta: 15:20:03, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8176, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.9436 2021-07-17 20:33:24,084 - mmaction - INFO - Epoch [222][1500/1879] lr: 4.542e-03, eta: 15:19:45, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8336, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.8359 2021-07-17 20:33:40,643 - mmaction - INFO - Epoch [222][1520/1879] lr: 4.542e-03, eta: 15:19:28, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6184, top5_acc: 0.8293, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.8597 2021-07-17 20:33:57,192 - mmaction - INFO - Epoch [222][1540/1879] lr: 4.542e-03, eta: 15:19:10, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.7016 2021-07-17 20:34:14,016 - mmaction - INFO - Epoch [222][1560/1879] lr: 4.542e-03, eta: 15:18:53, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8234, loss_cls: 1.5637, loss: 1.5637, grad_norm: 6.0153 2021-07-17 20:34:30,613 - mmaction - INFO - Epoch [222][1580/1879] lr: 4.542e-03, eta: 15:18:35, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8270, loss_cls: 1.5004, loss: 1.5004, grad_norm: 5.8885 2021-07-17 20:34:47,362 - mmaction - INFO - Epoch [222][1600/1879] lr: 4.542e-03, eta: 15:18:17, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.5936, loss: 1.5936, grad_norm: 5.8781 2021-07-17 20:35:04,048 - mmaction - INFO - Epoch [222][1620/1879] lr: 4.542e-03, eta: 15:18:00, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8328, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.6641 2021-07-17 20:35:20,821 - mmaction - INFO - Epoch [222][1640/1879] lr: 4.542e-03, eta: 15:17:43, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8270, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.9336 2021-07-17 20:35:37,632 - mmaction - INFO - Epoch [222][1660/1879] lr: 4.542e-03, eta: 15:17:25, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8238, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.9252 2021-07-17 20:35:54,233 - mmaction - INFO - Epoch [222][1680/1879] lr: 4.542e-03, eta: 15:17:07, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8262, loss_cls: 1.5415, loss: 1.5415, grad_norm: 5.8787 2021-07-17 20:36:10,872 - mmaction - INFO - Epoch [222][1700/1879] lr: 4.542e-03, eta: 15:16:50, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8336, loss_cls: 1.4989, loss: 1.4989, grad_norm: 5.5738 2021-07-17 20:36:27,774 - mmaction - INFO - Epoch [222][1720/1879] lr: 4.542e-03, eta: 15:16:33, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8246, loss_cls: 1.5409, loss: 1.5409, grad_norm: 5.7266 2021-07-17 20:36:44,592 - mmaction - INFO - Epoch [222][1740/1879] lr: 4.542e-03, eta: 15:16:15, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8395, loss_cls: 1.4875, loss: 1.4875, grad_norm: 5.7682 2021-07-17 20:37:01,406 - mmaction - INFO - Epoch [222][1760/1879] lr: 4.542e-03, eta: 15:15:58, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8324, loss_cls: 1.5401, loss: 1.5401, grad_norm: 5.8078 2021-07-17 20:37:18,235 - mmaction - INFO - Epoch [222][1780/1879] lr: 4.542e-03, eta: 15:15:40, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8160, loss_cls: 1.6120, loss: 1.6120, grad_norm: 5.9176 2021-07-17 20:37:34,928 - mmaction - INFO - Epoch [222][1800/1879] lr: 4.542e-03, eta: 15:15:23, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8258, loss_cls: 1.5784, loss: 1.5784, grad_norm: 5.9672 2021-07-17 20:37:51,623 - mmaction - INFO - Epoch [222][1820/1879] lr: 4.542e-03, eta: 15:15:05, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6328, top5_acc: 0.8293, loss_cls: 1.5594, loss: 1.5594, grad_norm: 5.6814 2021-07-17 20:38:08,363 - mmaction - INFO - Epoch [222][1840/1879] lr: 4.542e-03, eta: 15:14:48, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8156, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.7800 2021-07-17 20:38:25,265 - mmaction - INFO - Epoch [222][1860/1879] lr: 4.542e-03, eta: 15:14:30, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8340, loss_cls: 1.4993, loss: 1.4993, grad_norm: 5.8297 2021-07-17 20:38:43,777 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 20:38:43,780 - mmaction - INFO - 106 BN found 2021-07-17 20:43:33,558 - mmaction - INFO - BN stats updated 2021-07-17 20:44:26,153 - mmaction - INFO - Epoch [223][20/1879] lr: 4.290e-03, eta: 15:14:09, time: 2.527, data_time: 1.612, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4710, loss: 1.4710, grad_norm: 5.6477 2021-07-17 20:44:42,351 - mmaction - INFO - Epoch [223][40/1879] lr: 4.290e-03, eta: 15:13:51, time: 0.807, data_time: 0.006, memory: 6455, top1_acc: 0.6500, top5_acc: 0.8402, loss_cls: 1.4699, loss: 1.4699, grad_norm: 5.6937 2021-07-17 20:44:58,770 - mmaction - INFO - Epoch [223][60/1879] lr: 4.290e-03, eta: 15:13:34, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8301, loss_cls: 1.5124, loss: 1.5124, grad_norm: 5.7321 2021-07-17 20:45:15,255 - mmaction - INFO - Epoch [223][80/1879] lr: 4.290e-03, eta: 15:13:16, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8398, loss_cls: 1.4577, loss: 1.4577, grad_norm: 5.6666 2021-07-17 20:45:31,886 - mmaction - INFO - Epoch [223][100/1879] lr: 4.290e-03, eta: 15:12:59, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8371, loss_cls: 1.5094, loss: 1.5094, grad_norm: 5.6529 2021-07-17 20:45:48,580 - mmaction - INFO - Epoch [223][120/1879] lr: 4.290e-03, eta: 15:12:41, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4374, loss: 1.4374, grad_norm: 5.6430 2021-07-17 20:46:05,204 - mmaction - INFO - Epoch [223][140/1879] lr: 4.290e-03, eta: 15:12:23, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8313, loss_cls: 1.5066, loss: 1.5066, grad_norm: 5.7241 2021-07-17 20:46:21,932 - mmaction - INFO - Epoch [223][160/1879] lr: 4.290e-03, eta: 15:12:06, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6371, top5_acc: 0.8324, loss_cls: 1.5137, loss: 1.5137, grad_norm: 5.9186 2021-07-17 20:46:38,497 - mmaction - INFO - Epoch [223][180/1879] lr: 4.290e-03, eta: 15:11:48, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8348, loss_cls: 1.5062, loss: 1.5062, grad_norm: 5.6651 2021-07-17 20:46:55,119 - mmaction - INFO - Epoch [223][200/1879] lr: 4.290e-03, eta: 15:11:31, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.8070 2021-07-17 20:47:11,832 - mmaction - INFO - Epoch [223][220/1879] lr: 4.290e-03, eta: 15:11:13, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.8726 2021-07-17 20:47:28,497 - mmaction - INFO - Epoch [223][240/1879] lr: 4.290e-03, eta: 15:10:56, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8309, loss_cls: 1.4566, loss: 1.4566, grad_norm: 5.5963 2021-07-17 20:47:45,106 - mmaction - INFO - Epoch [223][260/1879] lr: 4.290e-03, eta: 15:10:38, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8234, loss_cls: 1.5505, loss: 1.5505, grad_norm: 5.8519 2021-07-17 20:48:01,933 - mmaction - INFO - Epoch [223][280/1879] lr: 4.290e-03, eta: 15:10:21, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.7632 2021-07-17 20:48:18,689 - mmaction - INFO - Epoch [223][300/1879] lr: 4.290e-03, eta: 15:10:03, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8242, loss_cls: 1.5295, loss: 1.5295, grad_norm: 5.8378 2021-07-17 20:48:35,255 - mmaction - INFO - Epoch [223][320/1879] lr: 4.290e-03, eta: 15:09:46, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4740, loss: 1.4740, grad_norm: 5.6454 2021-07-17 20:48:52,090 - mmaction - INFO - Epoch [223][340/1879] lr: 4.290e-03, eta: 15:09:28, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8398, loss_cls: 1.4529, loss: 1.4529, grad_norm: 5.8097 2021-07-17 20:49:08,810 - mmaction - INFO - Epoch [223][360/1879] lr: 4.290e-03, eta: 15:09:11, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8301, loss_cls: 1.4935, loss: 1.4935, grad_norm: 5.6441 2021-07-17 20:49:25,546 - mmaction - INFO - Epoch [223][380/1879] lr: 4.290e-03, eta: 15:08:53, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8395, loss_cls: 1.5021, loss: 1.5021, grad_norm: 5.6533 2021-07-17 20:49:42,294 - mmaction - INFO - Epoch [223][400/1879] lr: 4.290e-03, eta: 15:08:36, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8477, loss_cls: 1.4251, loss: 1.4251, grad_norm: 5.5614 2021-07-17 20:49:58,998 - mmaction - INFO - Epoch [223][420/1879] lr: 4.290e-03, eta: 15:08:18, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4667, loss: 1.4667, grad_norm: 5.7648 2021-07-17 20:50:15,588 - mmaction - INFO - Epoch [223][440/1879] lr: 4.290e-03, eta: 15:08:00, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.7413 2021-07-17 20:50:32,381 - mmaction - INFO - Epoch [223][460/1879] lr: 4.290e-03, eta: 15:07:43, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8250, loss_cls: 1.5227, loss: 1.5227, grad_norm: 5.8570 2021-07-17 20:50:49,206 - mmaction - INFO - Epoch [223][480/1879] lr: 4.290e-03, eta: 15:07:26, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8305, loss_cls: 1.5325, loss: 1.5325, grad_norm: 5.7684 2021-07-17 20:51:05,966 - mmaction - INFO - Epoch [223][500/1879] lr: 4.290e-03, eta: 15:07:08, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8363, loss_cls: 1.4938, loss: 1.4938, grad_norm: 5.7684 2021-07-17 20:51:22,723 - mmaction - INFO - Epoch [223][520/1879] lr: 4.290e-03, eta: 15:06:51, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8309, loss_cls: 1.5343, loss: 1.5343, grad_norm: 5.8556 2021-07-17 20:51:39,396 - mmaction - INFO - Epoch [223][540/1879] lr: 4.290e-03, eta: 15:06:33, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6457, top5_acc: 0.8379, loss_cls: 1.5100, loss: 1.5100, grad_norm: 5.8617 2021-07-17 20:51:56,052 - mmaction - INFO - Epoch [223][560/1879] lr: 4.290e-03, eta: 15:06:16, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8387, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.7992 2021-07-17 20:52:12,747 - mmaction - INFO - Epoch [223][580/1879] lr: 4.290e-03, eta: 15:05:58, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8187, loss_cls: 1.5385, loss: 1.5385, grad_norm: 5.7829 2021-07-17 20:52:29,544 - mmaction - INFO - Epoch [223][600/1879] lr: 4.290e-03, eta: 15:05:41, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8375, loss_cls: 1.4568, loss: 1.4568, grad_norm: 5.8311 2021-07-17 20:52:46,445 - mmaction - INFO - Epoch [223][620/1879] lr: 4.290e-03, eta: 15:05:23, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.5312, loss: 1.5312, grad_norm: 5.7986 2021-07-17 20:53:03,088 - mmaction - INFO - Epoch [223][640/1879] lr: 4.290e-03, eta: 15:05:06, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6324, top5_acc: 0.8375, loss_cls: 1.5238, loss: 1.5238, grad_norm: 5.9433 2021-07-17 20:53:19,933 - mmaction - INFO - Epoch [223][660/1879] lr: 4.290e-03, eta: 15:04:48, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6363, top5_acc: 0.8191, loss_cls: 1.5677, loss: 1.5677, grad_norm: 5.8413 2021-07-17 20:53:36,579 - mmaction - INFO - Epoch [223][680/1879] lr: 4.290e-03, eta: 15:04:31, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5415, loss: 1.5415, grad_norm: 5.9613 2021-07-17 20:53:53,286 - mmaction - INFO - Epoch [223][700/1879] lr: 4.290e-03, eta: 15:04:13, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8297, loss_cls: 1.4939, loss: 1.4939, grad_norm: 5.6888 2021-07-17 20:54:10,030 - mmaction - INFO - Epoch [223][720/1879] lr: 4.290e-03, eta: 15:03:56, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8477, loss_cls: 1.4273, loss: 1.4273, grad_norm: 5.7747 2021-07-17 20:54:26,691 - mmaction - INFO - Epoch [223][740/1879] lr: 4.290e-03, eta: 15:03:38, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4288, loss: 1.4288, grad_norm: 5.6413 2021-07-17 20:54:43,472 - mmaction - INFO - Epoch [223][760/1879] lr: 4.290e-03, eta: 15:03:21, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8246, loss_cls: 1.5511, loss: 1.5511, grad_norm: 5.9733 2021-07-17 20:55:00,296 - mmaction - INFO - Epoch [223][780/1879] lr: 4.290e-03, eta: 15:03:03, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8254, loss_cls: 1.5384, loss: 1.5384, grad_norm: 5.8362 2021-07-17 20:55:17,115 - mmaction - INFO - Epoch [223][800/1879] lr: 4.290e-03, eta: 15:02:46, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8328, loss_cls: 1.4509, loss: 1.4509, grad_norm: 5.6547 2021-07-17 20:55:33,771 - mmaction - INFO - Epoch [223][820/1879] lr: 4.290e-03, eta: 15:02:28, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8227, loss_cls: 1.5151, loss: 1.5151, grad_norm: 5.7867 2021-07-17 20:55:50,395 - mmaction - INFO - Epoch [223][840/1879] lr: 4.290e-03, eta: 15:02:11, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8371, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.8497 2021-07-17 20:56:07,085 - mmaction - INFO - Epoch [223][860/1879] lr: 4.290e-03, eta: 15:01:53, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8246, loss_cls: 1.5032, loss: 1.5032, grad_norm: 5.8990 2021-07-17 20:56:23,852 - mmaction - INFO - Epoch [223][880/1879] lr: 4.290e-03, eta: 15:01:36, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5404, loss: 1.5404, grad_norm: 5.8442 2021-07-17 20:56:40,672 - mmaction - INFO - Epoch [223][900/1879] lr: 4.290e-03, eta: 15:01:18, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8395, loss_cls: 1.5034, loss: 1.5034, grad_norm: 5.7661 2021-07-17 20:56:57,224 - mmaction - INFO - Epoch [223][920/1879] lr: 4.290e-03, eta: 15:01:01, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4839, loss: 1.4839, grad_norm: 5.7546 2021-07-17 20:57:14,026 - mmaction - INFO - Epoch [223][940/1879] lr: 4.290e-03, eta: 15:00:43, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.7010 2021-07-17 20:57:30,774 - mmaction - INFO - Epoch [223][960/1879] lr: 4.290e-03, eta: 15:00:26, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8371, loss_cls: 1.4766, loss: 1.4766, grad_norm: 5.7901 2021-07-17 20:57:47,364 - mmaction - INFO - Epoch [223][980/1879] lr: 4.290e-03, eta: 15:00:08, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8297, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.8256 2021-07-17 20:58:03,957 - mmaction - INFO - Epoch [223][1000/1879] lr: 4.290e-03, eta: 14:59:51, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8379, loss_cls: 1.4825, loss: 1.4825, grad_norm: 5.8510 2021-07-17 20:58:20,847 - mmaction - INFO - Epoch [223][1020/1879] lr: 4.290e-03, eta: 14:59:33, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8285, loss_cls: 1.5134, loss: 1.5134, grad_norm: 5.7951 2021-07-17 20:58:37,572 - mmaction - INFO - Epoch [223][1040/1879] lr: 4.290e-03, eta: 14:59:16, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5722, loss: 1.5722, grad_norm: 5.9493 2021-07-17 20:58:54,217 - mmaction - INFO - Epoch [223][1060/1879] lr: 4.290e-03, eta: 14:58:58, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8340, loss_cls: 1.4976, loss: 1.4976, grad_norm: 5.8512 2021-07-17 20:59:10,935 - mmaction - INFO - Epoch [223][1080/1879] lr: 4.290e-03, eta: 14:58:41, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8391, loss_cls: 1.4852, loss: 1.4852, grad_norm: 5.8181 2021-07-17 20:59:27,677 - mmaction - INFO - Epoch [223][1100/1879] lr: 4.290e-03, eta: 14:58:23, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8332, loss_cls: 1.5008, loss: 1.5008, grad_norm: 5.8055 2021-07-17 20:59:44,453 - mmaction - INFO - Epoch [223][1120/1879] lr: 4.290e-03, eta: 14:58:06, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8457, loss_cls: 1.4431, loss: 1.4431, grad_norm: 5.7887 2021-07-17 21:00:01,545 - mmaction - INFO - Epoch [223][1140/1879] lr: 4.290e-03, eta: 14:57:49, time: 0.855, data_time: 0.004, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8293, loss_cls: 1.5386, loss: 1.5386, grad_norm: 5.7593 2021-07-17 21:00:18,652 - mmaction - INFO - Epoch [223][1160/1879] lr: 4.290e-03, eta: 14:57:31, time: 0.856, data_time: 0.002, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8578, loss_cls: 1.3695, loss: 1.3695, grad_norm: 5.6191 2021-07-17 21:00:35,684 - mmaction - INFO - Epoch [223][1180/1879] lr: 4.290e-03, eta: 14:57:14, time: 0.852, data_time: 0.001, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8238, loss_cls: 1.5640, loss: 1.5640, grad_norm: 5.9913 2021-07-17 21:00:52,412 - mmaction - INFO - Epoch [223][1200/1879] lr: 4.290e-03, eta: 14:56:57, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6457, top5_acc: 0.8293, loss_cls: 1.5275, loss: 1.5275, grad_norm: 5.8826 2021-07-17 21:01:08,935 - mmaction - INFO - Epoch [223][1220/1879] lr: 4.290e-03, eta: 14:56:39, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8418, loss_cls: 1.4579, loss: 1.4579, grad_norm: 5.6901 2021-07-17 21:01:25,793 - mmaction - INFO - Epoch [223][1240/1879] lr: 4.290e-03, eta: 14:56:22, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8500, loss_cls: 1.4339, loss: 1.4339, grad_norm: 5.6494 2021-07-17 21:01:42,686 - mmaction - INFO - Epoch [223][1260/1879] lr: 4.290e-03, eta: 14:56:04, time: 0.846, data_time: 0.002, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8332, loss_cls: 1.5265, loss: 1.5265, grad_norm: 5.8436 2021-07-17 21:01:59,267 - mmaction - INFO - Epoch [223][1280/1879] lr: 4.290e-03, eta: 14:55:47, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8313, loss_cls: 1.5550, loss: 1.5550, grad_norm: 5.8978 2021-07-17 21:02:16,077 - mmaction - INFO - Epoch [223][1300/1879] lr: 4.290e-03, eta: 14:55:29, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6301, top5_acc: 0.8266, loss_cls: 1.5450, loss: 1.5450, grad_norm: 5.8851 2021-07-17 21:02:32,741 - mmaction - INFO - Epoch [223][1320/1879] lr: 4.290e-03, eta: 14:55:12, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.8705 2021-07-17 21:02:49,277 - mmaction - INFO - Epoch [223][1340/1879] lr: 4.290e-03, eta: 14:54:54, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6281, top5_acc: 0.8238, loss_cls: 1.5267, loss: 1.5267, grad_norm: 5.8531 2021-07-17 21:03:06,013 - mmaction - INFO - Epoch [223][1360/1879] lr: 4.290e-03, eta: 14:54:37, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8332, loss_cls: 1.5045, loss: 1.5045, grad_norm: 5.7651 2021-07-17 21:03:22,505 - mmaction - INFO - Epoch [223][1380/1879] lr: 4.290e-03, eta: 14:54:19, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.7907 2021-07-17 21:03:39,352 - mmaction - INFO - Epoch [223][1400/1879] lr: 4.290e-03, eta: 14:54:01, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8254, loss_cls: 1.5531, loss: 1.5531, grad_norm: 5.9630 2021-07-17 21:03:55,879 - mmaction - INFO - Epoch [223][1420/1879] lr: 4.290e-03, eta: 14:53:44, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5285, loss: 1.5285, grad_norm: 5.8151 2021-07-17 21:04:12,636 - mmaction - INFO - Epoch [223][1440/1879] lr: 4.290e-03, eta: 14:53:26, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8379, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.8689 2021-07-17 21:04:29,352 - mmaction - INFO - Epoch [223][1460/1879] lr: 4.290e-03, eta: 14:53:09, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6332, top5_acc: 0.8266, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.8277 2021-07-17 21:04:46,025 - mmaction - INFO - Epoch [223][1480/1879] lr: 4.290e-03, eta: 14:52:51, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8293, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.7994 2021-07-17 21:05:02,761 - mmaction - INFO - Epoch [223][1500/1879] lr: 4.290e-03, eta: 14:52:34, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8422, loss_cls: 1.4667, loss: 1.4667, grad_norm: 5.8531 2021-07-17 21:05:19,369 - mmaction - INFO - Epoch [223][1520/1879] lr: 4.290e-03, eta: 14:52:16, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4887, loss: 1.4887, grad_norm: 5.7795 2021-07-17 21:05:36,131 - mmaction - INFO - Epoch [223][1540/1879] lr: 4.290e-03, eta: 14:51:59, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8219, loss_cls: 1.5775, loss: 1.5775, grad_norm: 5.8852 2021-07-17 21:05:52,959 - mmaction - INFO - Epoch [223][1560/1879] lr: 4.290e-03, eta: 14:51:41, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8344, loss_cls: 1.4948, loss: 1.4948, grad_norm: 5.9329 2021-07-17 21:06:09,787 - mmaction - INFO - Epoch [223][1580/1879] lr: 4.290e-03, eta: 14:51:24, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8254, loss_cls: 1.5754, loss: 1.5754, grad_norm: 5.8234 2021-07-17 21:06:26,669 - mmaction - INFO - Epoch [223][1600/1879] lr: 4.290e-03, eta: 14:51:07, time: 0.846, data_time: 0.006, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8367, loss_cls: 1.4700, loss: 1.4700, grad_norm: 5.7405 2021-07-17 21:06:43,319 - mmaction - INFO - Epoch [223][1620/1879] lr: 4.290e-03, eta: 14:50:49, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6230, top5_acc: 0.8215, loss_cls: 1.5889, loss: 1.5889, grad_norm: 5.9357 2021-07-17 21:07:00,142 - mmaction - INFO - Epoch [223][1640/1879] lr: 4.290e-03, eta: 14:50:32, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8277, loss_cls: 1.5324, loss: 1.5324, grad_norm: 5.8851 2021-07-17 21:07:16,773 - mmaction - INFO - Epoch [223][1660/1879] lr: 4.290e-03, eta: 14:50:14, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6348, top5_acc: 0.8238, loss_cls: 1.5510, loss: 1.5510, grad_norm: 5.8063 2021-07-17 21:07:33,515 - mmaction - INFO - Epoch [223][1680/1879] lr: 4.290e-03, eta: 14:49:57, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8156, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.9864 2021-07-17 21:07:50,378 - mmaction - INFO - Epoch [223][1700/1879] lr: 4.290e-03, eta: 14:49:39, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8273, loss_cls: 1.5399, loss: 1.5399, grad_norm: 5.8096 2021-07-17 21:08:07,079 - mmaction - INFO - Epoch [223][1720/1879] lr: 4.290e-03, eta: 14:49:22, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5779, loss: 1.5779, grad_norm: 5.9371 2021-07-17 21:08:23,694 - mmaction - INFO - Epoch [223][1740/1879] lr: 4.290e-03, eta: 14:49:04, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.7867 2021-07-17 21:08:40,284 - mmaction - INFO - Epoch [223][1760/1879] lr: 4.290e-03, eta: 14:48:47, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8359, loss_cls: 1.4999, loss: 1.4999, grad_norm: 5.7639 2021-07-17 21:08:57,106 - mmaction - INFO - Epoch [223][1780/1879] lr: 4.290e-03, eta: 14:48:29, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8277, loss_cls: 1.5418, loss: 1.5418, grad_norm: 5.8617 2021-07-17 21:09:13,855 - mmaction - INFO - Epoch [223][1800/1879] lr: 4.290e-03, eta: 14:48:12, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8289, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.8106 2021-07-17 21:09:30,569 - mmaction - INFO - Epoch [223][1820/1879] lr: 4.290e-03, eta: 14:47:54, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8316, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.7420 2021-07-17 21:09:47,279 - mmaction - INFO - Epoch [223][1840/1879] lr: 4.290e-03, eta: 14:47:37, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6297, top5_acc: 0.8227, loss_cls: 1.5279, loss: 1.5279, grad_norm: 5.8788 2021-07-17 21:10:04,210 - mmaction - INFO - Epoch [223][1860/1879] lr: 4.290e-03, eta: 14:47:20, time: 0.850, data_time: 0.005, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8273, loss_cls: 1.5061, loss: 1.5061, grad_norm: 5.7496 2021-07-17 21:10:23,309 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 21:10:23,313 - mmaction - INFO - 106 BN found 2021-07-17 21:15:13,186 - mmaction - INFO - BN stats updated 2021-07-17 21:16:03,091 - mmaction - INFO - Epoch [224][20/1879] lr: 4.044e-03, eta: 14:46:56, time: 2.394, data_time: 1.595, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8387, loss_cls: 1.4983, loss: 1.4983, grad_norm: 5.7958 2021-07-17 21:16:19,529 - mmaction - INFO - Epoch [224][40/1879] lr: 4.044e-03, eta: 14:46:38, time: 0.820, data_time: 0.001, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8391, loss_cls: 1.4963, loss: 1.4963, grad_norm: 5.7281 2021-07-17 21:16:35,822 - mmaction - INFO - Epoch [224][60/1879] lr: 4.044e-03, eta: 14:46:21, time: 0.815, data_time: 0.003, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8449, loss_cls: 1.4207, loss: 1.4207, grad_norm: 5.8383 2021-07-17 21:16:52,233 - mmaction - INFO - Epoch [224][80/1879] lr: 4.044e-03, eta: 14:46:03, time: 0.821, data_time: 0.002, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8434, loss_cls: 1.4564, loss: 1.4564, grad_norm: 5.7203 2021-07-17 21:17:08,799 - mmaction - INFO - Epoch [224][100/1879] lr: 4.044e-03, eta: 14:45:45, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8355, loss_cls: 1.5264, loss: 1.5264, grad_norm: 5.9427 2021-07-17 21:17:25,308 - mmaction - INFO - Epoch [224][120/1879] lr: 4.044e-03, eta: 14:45:28, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.6512, top5_acc: 0.8422, loss_cls: 1.4592, loss: 1.4592, grad_norm: 5.7632 2021-07-17 21:17:42,041 - mmaction - INFO - Epoch [224][140/1879] lr: 4.044e-03, eta: 14:45:10, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8473, loss_cls: 1.4385, loss: 1.4385, grad_norm: 5.7783 2021-07-17 21:17:58,687 - mmaction - INFO - Epoch [224][160/1879] lr: 4.044e-03, eta: 14:44:53, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8289, loss_cls: 1.4808, loss: 1.4808, grad_norm: 5.8335 2021-07-17 21:18:15,160 - mmaction - INFO - Epoch [224][180/1879] lr: 4.044e-03, eta: 14:44:35, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8387, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.8140 2021-07-17 21:18:31,778 - mmaction - INFO - Epoch [224][200/1879] lr: 4.044e-03, eta: 14:44:18, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8246, loss_cls: 1.4914, loss: 1.4914, grad_norm: 5.8960 2021-07-17 21:18:48,531 - mmaction - INFO - Epoch [224][220/1879] lr: 4.044e-03, eta: 14:44:00, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8352, loss_cls: 1.5105, loss: 1.5105, grad_norm: 5.9185 2021-07-17 21:19:04,953 - mmaction - INFO - Epoch [224][240/1879] lr: 4.044e-03, eta: 14:43:42, time: 0.819, data_time: 0.004, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8445, loss_cls: 1.4618, loss: 1.4618, grad_norm: 5.9697 2021-07-17 21:19:21,658 - mmaction - INFO - Epoch [224][260/1879] lr: 4.044e-03, eta: 14:43:25, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.8548 2021-07-17 21:19:38,294 - mmaction - INFO - Epoch [224][280/1879] lr: 4.044e-03, eta: 14:43:07, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8242, loss_cls: 1.5726, loss: 1.5726, grad_norm: 5.9225 2021-07-17 21:19:55,069 - mmaction - INFO - Epoch [224][300/1879] lr: 4.044e-03, eta: 14:42:50, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8270, loss_cls: 1.5168, loss: 1.5168, grad_norm: 5.9457 2021-07-17 21:20:11,937 - mmaction - INFO - Epoch [224][320/1879] lr: 4.044e-03, eta: 14:42:33, time: 0.842, data_time: 0.007, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8391, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.8850 2021-07-17 21:20:28,521 - mmaction - INFO - Epoch [224][340/1879] lr: 4.044e-03, eta: 14:42:15, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8383, loss_cls: 1.4533, loss: 1.4533, grad_norm: 5.7406 2021-07-17 21:20:45,151 - mmaction - INFO - Epoch [224][360/1879] lr: 4.044e-03, eta: 14:41:57, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8309, loss_cls: 1.5480, loss: 1.5480, grad_norm: 6.0052 2021-07-17 21:21:01,946 - mmaction - INFO - Epoch [224][380/1879] lr: 4.044e-03, eta: 14:41:40, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8316, loss_cls: 1.5580, loss: 1.5580, grad_norm: 6.0209 2021-07-17 21:21:18,561 - mmaction - INFO - Epoch [224][400/1879] lr: 4.044e-03, eta: 14:41:22, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4912, loss: 1.4912, grad_norm: 5.8524 2021-07-17 21:21:35,267 - mmaction - INFO - Epoch [224][420/1879] lr: 4.044e-03, eta: 14:41:05, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8332, loss_cls: 1.5015, loss: 1.5015, grad_norm: 5.8572 2021-07-17 21:21:51,878 - mmaction - INFO - Epoch [224][440/1879] lr: 4.044e-03, eta: 14:40:47, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8301, loss_cls: 1.5309, loss: 1.5309, grad_norm: 6.0121 2021-07-17 21:22:08,511 - mmaction - INFO - Epoch [224][460/1879] lr: 4.044e-03, eta: 14:40:30, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.9245 2021-07-17 21:22:25,198 - mmaction - INFO - Epoch [224][480/1879] lr: 4.044e-03, eta: 14:40:12, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8281, loss_cls: 1.5062, loss: 1.5062, grad_norm: 5.9661 2021-07-17 21:22:41,964 - mmaction - INFO - Epoch [224][500/1879] lr: 4.044e-03, eta: 14:39:55, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8457, loss_cls: 1.4534, loss: 1.4534, grad_norm: 5.9238 2021-07-17 21:22:58,822 - mmaction - INFO - Epoch [224][520/1879] lr: 4.044e-03, eta: 14:39:37, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8262, loss_cls: 1.5484, loss: 1.5484, grad_norm: 5.9414 2021-07-17 21:23:15,700 - mmaction - INFO - Epoch [224][540/1879] lr: 4.044e-03, eta: 14:39:20, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6691, top5_acc: 0.8438, loss_cls: 1.4207, loss: 1.4207, grad_norm: 5.7631 2021-07-17 21:23:32,348 - mmaction - INFO - Epoch [224][560/1879] lr: 4.044e-03, eta: 14:39:03, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8355, loss_cls: 1.4812, loss: 1.4812, grad_norm: 5.7865 2021-07-17 21:23:49,013 - mmaction - INFO - Epoch [224][580/1879] lr: 4.044e-03, eta: 14:38:45, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8324, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.8708 2021-07-17 21:24:05,897 - mmaction - INFO - Epoch [224][600/1879] lr: 4.044e-03, eta: 14:38:28, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4629, loss: 1.4629, grad_norm: 5.7740 2021-07-17 21:24:22,706 - mmaction - INFO - Epoch [224][620/1879] lr: 4.044e-03, eta: 14:38:10, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8242, loss_cls: 1.5376, loss: 1.5376, grad_norm: 5.9171 2021-07-17 21:24:39,400 - mmaction - INFO - Epoch [224][640/1879] lr: 4.044e-03, eta: 14:37:53, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8508, loss_cls: 1.4307, loss: 1.4307, grad_norm: 5.7773 2021-07-17 21:24:56,373 - mmaction - INFO - Epoch [224][660/1879] lr: 4.044e-03, eta: 14:37:36, time: 0.850, data_time: 0.007, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5380, loss: 1.5380, grad_norm: 5.9939 2021-07-17 21:25:13,146 - mmaction - INFO - Epoch [224][680/1879] lr: 4.044e-03, eta: 14:37:18, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8219, loss_cls: 1.5491, loss: 1.5491, grad_norm: 5.8701 2021-07-17 21:25:29,972 - mmaction - INFO - Epoch [224][700/1879] lr: 4.044e-03, eta: 14:37:01, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8336, loss_cls: 1.4868, loss: 1.4868, grad_norm: 5.8899 2021-07-17 21:25:46,755 - mmaction - INFO - Epoch [224][720/1879] lr: 4.044e-03, eta: 14:36:43, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8219, loss_cls: 1.5523, loss: 1.5523, grad_norm: 5.8752 2021-07-17 21:26:03,553 - mmaction - INFO - Epoch [224][740/1879] lr: 4.044e-03, eta: 14:36:26, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8465, loss_cls: 1.4303, loss: 1.4303, grad_norm: 5.6872 2021-07-17 21:26:20,167 - mmaction - INFO - Epoch [224][760/1879] lr: 4.044e-03, eta: 14:36:08, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5211, loss: 1.5211, grad_norm: 5.9092 2021-07-17 21:26:36,915 - mmaction - INFO - Epoch [224][780/1879] lr: 4.044e-03, eta: 14:35:51, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8469, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.7957 2021-07-17 21:26:53,667 - mmaction - INFO - Epoch [224][800/1879] lr: 4.044e-03, eta: 14:35:33, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8422, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.7124 2021-07-17 21:27:10,474 - mmaction - INFO - Epoch [224][820/1879] lr: 4.044e-03, eta: 14:35:16, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4392, loss: 1.4392, grad_norm: 5.7162 2021-07-17 21:27:27,145 - mmaction - INFO - Epoch [224][840/1879] lr: 4.044e-03, eta: 14:34:58, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8375, loss_cls: 1.4934, loss: 1.4934, grad_norm: 5.9526 2021-07-17 21:27:43,862 - mmaction - INFO - Epoch [224][860/1879] lr: 4.044e-03, eta: 14:34:41, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8199, loss_cls: 1.5592, loss: 1.5592, grad_norm: 5.9718 2021-07-17 21:28:00,649 - mmaction - INFO - Epoch [224][880/1879] lr: 4.044e-03, eta: 14:34:24, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8336, loss_cls: 1.5213, loss: 1.5213, grad_norm: 6.0088 2021-07-17 21:28:17,253 - mmaction - INFO - Epoch [224][900/1879] lr: 4.044e-03, eta: 14:34:06, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8375, loss_cls: 1.4908, loss: 1.4908, grad_norm: 5.8963 2021-07-17 21:28:34,154 - mmaction - INFO - Epoch [224][920/1879] lr: 4.044e-03, eta: 14:33:49, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.4939, loss: 1.4939, grad_norm: 5.8095 2021-07-17 21:28:50,883 - mmaction - INFO - Epoch [224][940/1879] lr: 4.044e-03, eta: 14:33:31, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4421, loss: 1.4421, grad_norm: 5.7878 2021-07-17 21:29:07,496 - mmaction - INFO - Epoch [224][960/1879] lr: 4.044e-03, eta: 14:33:14, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6320, top5_acc: 0.8348, loss_cls: 1.5133, loss: 1.5133, grad_norm: 5.8613 2021-07-17 21:29:24,318 - mmaction - INFO - Epoch [224][980/1879] lr: 4.044e-03, eta: 14:32:56, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8395, loss_cls: 1.4411, loss: 1.4411, grad_norm: 5.7052 2021-07-17 21:29:41,024 - mmaction - INFO - Epoch [224][1000/1879] lr: 4.044e-03, eta: 14:32:39, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8316, loss_cls: 1.5483, loss: 1.5483, grad_norm: 5.9309 2021-07-17 21:29:57,605 - mmaction - INFO - Epoch [224][1020/1879] lr: 4.044e-03, eta: 14:32:21, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8438, loss_cls: 1.4641, loss: 1.4641, grad_norm: 5.7903 2021-07-17 21:30:14,423 - mmaction - INFO - Epoch [224][1040/1879] lr: 4.044e-03, eta: 14:32:04, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5297, loss: 1.5297, grad_norm: 5.9509 2021-07-17 21:30:31,153 - mmaction - INFO - Epoch [224][1060/1879] lr: 4.044e-03, eta: 14:31:46, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8453, loss_cls: 1.4161, loss: 1.4161, grad_norm: 5.7358 2021-07-17 21:30:48,061 - mmaction - INFO - Epoch [224][1080/1879] lr: 4.044e-03, eta: 14:31:29, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8227, loss_cls: 1.5581, loss: 1.5581, grad_norm: 6.0157 2021-07-17 21:31:04,846 - mmaction - INFO - Epoch [224][1100/1879] lr: 4.044e-03, eta: 14:31:12, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6312, top5_acc: 0.8285, loss_cls: 1.5362, loss: 1.5362, grad_norm: 6.0699 2021-07-17 21:31:21,681 - mmaction - INFO - Epoch [224][1120/1879] lr: 4.044e-03, eta: 14:30:54, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6340, top5_acc: 0.8328, loss_cls: 1.5392, loss: 1.5392, grad_norm: 5.9815 2021-07-17 21:31:38,555 - mmaction - INFO - Epoch [224][1140/1879] lr: 4.044e-03, eta: 14:30:37, time: 0.845, data_time: 0.002, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4789, loss: 1.4789, grad_norm: 5.8728 2021-07-17 21:31:55,215 - mmaction - INFO - Epoch [224][1160/1879] lr: 4.044e-03, eta: 14:30:19, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6309, top5_acc: 0.8324, loss_cls: 1.5464, loss: 1.5464, grad_norm: 6.0182 2021-07-17 21:32:11,820 - mmaction - INFO - Epoch [224][1180/1879] lr: 4.044e-03, eta: 14:30:02, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5209, loss: 1.5209, grad_norm: 5.9148 2021-07-17 21:32:28,583 - mmaction - INFO - Epoch [224][1200/1879] lr: 4.044e-03, eta: 14:29:44, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8348, loss_cls: 1.5108, loss: 1.5108, grad_norm: 5.8593 2021-07-17 21:32:45,578 - mmaction - INFO - Epoch [224][1220/1879] lr: 4.044e-03, eta: 14:29:27, time: 0.850, data_time: 0.001, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4994, loss: 1.4994, grad_norm: 5.9143 2021-07-17 21:33:02,369 - mmaction - INFO - Epoch [224][1240/1879] lr: 4.044e-03, eta: 14:29:10, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8277, loss_cls: 1.4741, loss: 1.4741, grad_norm: 5.7658 2021-07-17 21:33:19,148 - mmaction - INFO - Epoch [224][1260/1879] lr: 4.044e-03, eta: 14:28:52, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8547, loss_cls: 1.3931, loss: 1.3931, grad_norm: 5.7437 2021-07-17 21:33:36,165 - mmaction - INFO - Epoch [224][1280/1879] lr: 4.044e-03, eta: 14:28:35, time: 0.855, data_time: 0.008, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8387, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.7475 2021-07-17 21:33:52,682 - mmaction - INFO - Epoch [224][1300/1879] lr: 4.044e-03, eta: 14:28:17, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.5253, loss: 1.5253, grad_norm: 5.8926 2021-07-17 21:34:09,290 - mmaction - INFO - Epoch [224][1320/1879] lr: 4.044e-03, eta: 14:28:00, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8320, loss_cls: 1.4922, loss: 1.4922, grad_norm: 5.7711 2021-07-17 21:34:25,935 - mmaction - INFO - Epoch [224][1340/1879] lr: 4.044e-03, eta: 14:27:42, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8367, loss_cls: 1.4965, loss: 1.4965, grad_norm: 5.9022 2021-07-17 21:34:42,596 - mmaction - INFO - Epoch [224][1360/1879] lr: 4.044e-03, eta: 14:27:25, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8313, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.8427 2021-07-17 21:34:59,289 - mmaction - INFO - Epoch [224][1380/1879] lr: 4.044e-03, eta: 14:27:07, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8426, loss_cls: 1.4414, loss: 1.4414, grad_norm: 5.7897 2021-07-17 21:35:16,087 - mmaction - INFO - Epoch [224][1400/1879] lr: 4.044e-03, eta: 14:26:50, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8316, loss_cls: 1.5298, loss: 1.5298, grad_norm: 6.0025 2021-07-17 21:35:32,934 - mmaction - INFO - Epoch [224][1420/1879] lr: 4.044e-03, eta: 14:26:33, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8371, loss_cls: 1.4537, loss: 1.4537, grad_norm: 5.6843 2021-07-17 21:35:49,477 - mmaction - INFO - Epoch [224][1440/1879] lr: 4.044e-03, eta: 14:26:15, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8363, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.7357 2021-07-17 21:36:06,291 - mmaction - INFO - Epoch [224][1460/1879] lr: 4.044e-03, eta: 14:25:58, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8289, loss_cls: 1.5111, loss: 1.5111, grad_norm: 5.8921 2021-07-17 21:36:23,016 - mmaction - INFO - Epoch [224][1480/1879] lr: 4.044e-03, eta: 14:25:40, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8328, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.9108 2021-07-17 21:36:39,743 - mmaction - INFO - Epoch [224][1500/1879] lr: 4.044e-03, eta: 14:25:23, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.5041, loss: 1.5041, grad_norm: 5.8451 2021-07-17 21:36:56,621 - mmaction - INFO - Epoch [224][1520/1879] lr: 4.044e-03, eta: 14:25:05, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8297, loss_cls: 1.5527, loss: 1.5527, grad_norm: 5.8178 2021-07-17 21:37:13,277 - mmaction - INFO - Epoch [224][1540/1879] lr: 4.044e-03, eta: 14:24:48, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8266, loss_cls: 1.5456, loss: 1.5456, grad_norm: 5.9145 2021-07-17 21:37:30,114 - mmaction - INFO - Epoch [224][1560/1879] lr: 4.044e-03, eta: 14:24:30, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5113, loss: 1.5113, grad_norm: 5.8734 2021-07-17 21:37:46,837 - mmaction - INFO - Epoch [224][1580/1879] lr: 4.044e-03, eta: 14:24:13, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6246, top5_acc: 0.8215, loss_cls: 1.5857, loss: 1.5857, grad_norm: 6.0560 2021-07-17 21:38:03,545 - mmaction - INFO - Epoch [224][1600/1879] lr: 4.044e-03, eta: 14:23:56, time: 0.836, data_time: 0.007, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8465, loss_cls: 1.4460, loss: 1.4460, grad_norm: 5.7806 2021-07-17 21:38:20,407 - mmaction - INFO - Epoch [224][1620/1879] lr: 4.044e-03, eta: 14:23:38, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8305, loss_cls: 1.5171, loss: 1.5171, grad_norm: 5.8007 2021-07-17 21:38:37,037 - mmaction - INFO - Epoch [224][1640/1879] lr: 4.044e-03, eta: 14:23:21, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8336, loss_cls: 1.4850, loss: 1.4850, grad_norm: 5.8200 2021-07-17 21:38:53,827 - mmaction - INFO - Epoch [224][1660/1879] lr: 4.044e-03, eta: 14:23:03, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6262, top5_acc: 0.8277, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.9703 2021-07-17 21:39:10,575 - mmaction - INFO - Epoch [224][1680/1879] lr: 4.044e-03, eta: 14:22:46, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5212, loss: 1.5212, grad_norm: 5.9627 2021-07-17 21:39:27,090 - mmaction - INFO - Epoch [224][1700/1879] lr: 4.044e-03, eta: 14:22:28, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8344, loss_cls: 1.4932, loss: 1.4932, grad_norm: 5.8233 2021-07-17 21:39:43,635 - mmaction - INFO - Epoch [224][1720/1879] lr: 4.044e-03, eta: 14:22:11, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6543, top5_acc: 0.8434, loss_cls: 1.4399, loss: 1.4399, grad_norm: 5.8503 2021-07-17 21:40:00,126 - mmaction - INFO - Epoch [224][1740/1879] lr: 4.044e-03, eta: 14:21:53, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8371, loss_cls: 1.5150, loss: 1.5150, grad_norm: 5.8961 2021-07-17 21:40:16,828 - mmaction - INFO - Epoch [224][1760/1879] lr: 4.044e-03, eta: 14:21:36, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8367, loss_cls: 1.4805, loss: 1.4805, grad_norm: 5.8318 2021-07-17 21:40:33,290 - mmaction - INFO - Epoch [224][1780/1879] lr: 4.044e-03, eta: 14:21:18, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8441, loss_cls: 1.4578, loss: 1.4578, grad_norm: 5.7853 2021-07-17 21:40:49,942 - mmaction - INFO - Epoch [224][1800/1879] lr: 4.044e-03, eta: 14:21:00, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8324, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.7199 2021-07-17 21:41:06,693 - mmaction - INFO - Epoch [224][1820/1879] lr: 4.044e-03, eta: 14:20:43, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8379, loss_cls: 1.4908, loss: 1.4908, grad_norm: 6.0095 2021-07-17 21:41:23,395 - mmaction - INFO - Epoch [224][1840/1879] lr: 4.044e-03, eta: 14:20:25, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8391, loss_cls: 1.4680, loss: 1.4680, grad_norm: 5.9041 2021-07-17 21:41:39,952 - mmaction - INFO - Epoch [224][1860/1879] lr: 4.044e-03, eta: 14:20:08, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8238, loss_cls: 1.5386, loss: 1.5386, grad_norm: 5.9612 2021-07-17 21:41:58,924 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 21:41:58,928 - mmaction - INFO - 106 BN found 2021-07-17 21:46:48,489 - mmaction - INFO - BN stats updated 2021-07-17 21:46:50,506 - mmaction - INFO - Saving checkpoint at 224 epochs 2021-07-17 21:47:42,753 - mmaction - INFO - Epoch [225][20/1879] lr: 3.806e-03, eta: 14:19:44, time: 2.388, data_time: 1.561, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8297, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.9399 2021-07-17 21:47:58,995 - mmaction - INFO - Epoch [225][40/1879] lr: 3.806e-03, eta: 14:19:26, time: 0.811, data_time: 0.005, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4487, loss: 1.4487, grad_norm: 5.6764 2021-07-17 21:48:15,318 - mmaction - INFO - Epoch [225][60/1879] lr: 3.806e-03, eta: 14:19:08, time: 0.818, data_time: 0.002, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8402, loss_cls: 1.4506, loss: 1.4506, grad_norm: 5.8106 2021-07-17 21:48:31,911 - mmaction - INFO - Epoch [225][80/1879] lr: 3.806e-03, eta: 14:18:51, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8414, loss_cls: 1.4635, loss: 1.4635, grad_norm: 5.8275 2021-07-17 21:48:48,575 - mmaction - INFO - Epoch [225][100/1879] lr: 3.806e-03, eta: 14:18:33, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8309, loss_cls: 1.5377, loss: 1.5377, grad_norm: 5.9284 2021-07-17 21:49:05,184 - mmaction - INFO - Epoch [225][120/1879] lr: 3.806e-03, eta: 14:18:16, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8355, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.7619 2021-07-17 21:49:21,718 - mmaction - INFO - Epoch [225][140/1879] lr: 3.806e-03, eta: 14:17:58, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8453, loss_cls: 1.4771, loss: 1.4771, grad_norm: 6.0449 2021-07-17 21:49:38,274 - mmaction - INFO - Epoch [225][160/1879] lr: 3.806e-03, eta: 14:17:41, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8395, loss_cls: 1.4400, loss: 1.4400, grad_norm: 5.8432 2021-07-17 21:49:54,878 - mmaction - INFO - Epoch [225][180/1879] lr: 3.806e-03, eta: 14:17:23, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8441, loss_cls: 1.4227, loss: 1.4227, grad_norm: 5.7455 2021-07-17 21:50:11,495 - mmaction - INFO - Epoch [225][200/1879] lr: 3.806e-03, eta: 14:17:06, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8434, loss_cls: 1.4667, loss: 1.4667, grad_norm: 6.0044 2021-07-17 21:50:28,159 - mmaction - INFO - Epoch [225][220/1879] lr: 3.806e-03, eta: 14:16:48, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8234, loss_cls: 1.5339, loss: 1.5339, grad_norm: 5.8928 2021-07-17 21:50:44,852 - mmaction - INFO - Epoch [225][240/1879] lr: 3.806e-03, eta: 14:16:31, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8355, loss_cls: 1.4804, loss: 1.4804, grad_norm: 5.7063 2021-07-17 21:51:01,539 - mmaction - INFO - Epoch [225][260/1879] lr: 3.806e-03, eta: 14:16:13, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8414, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.9161 2021-07-17 21:51:18,214 - mmaction - INFO - Epoch [225][280/1879] lr: 3.806e-03, eta: 14:15:56, time: 0.835, data_time: 0.007, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8426, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.8933 2021-07-17 21:51:34,945 - mmaction - INFO - Epoch [225][300/1879] lr: 3.806e-03, eta: 14:15:38, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.9450 2021-07-17 21:51:51,590 - mmaction - INFO - Epoch [225][320/1879] lr: 3.806e-03, eta: 14:15:21, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8297, loss_cls: 1.4772, loss: 1.4772, grad_norm: 5.8234 2021-07-17 21:52:08,282 - mmaction - INFO - Epoch [225][340/1879] lr: 3.806e-03, eta: 14:15:03, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4787, loss: 1.4787, grad_norm: 5.8484 2021-07-17 21:52:24,873 - mmaction - INFO - Epoch [225][360/1879] lr: 3.806e-03, eta: 14:14:46, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8457, loss_cls: 1.4527, loss: 1.4527, grad_norm: 5.8183 2021-07-17 21:52:41,688 - mmaction - INFO - Epoch [225][380/1879] lr: 3.806e-03, eta: 14:14:28, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8574, loss_cls: 1.3776, loss: 1.3776, grad_norm: 5.7801 2021-07-17 21:52:58,393 - mmaction - INFO - Epoch [225][400/1879] lr: 3.806e-03, eta: 14:14:11, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8340, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.7831 2021-07-17 21:53:15,108 - mmaction - INFO - Epoch [225][420/1879] lr: 3.806e-03, eta: 14:13:53, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8477, loss_cls: 1.4485, loss: 1.4485, grad_norm: 5.8963 2021-07-17 21:53:31,756 - mmaction - INFO - Epoch [225][440/1879] lr: 3.806e-03, eta: 14:13:36, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8355, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.0245 2021-07-17 21:53:48,455 - mmaction - INFO - Epoch [225][460/1879] lr: 3.806e-03, eta: 14:13:18, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4564, loss: 1.4564, grad_norm: 5.8957 2021-07-17 21:54:05,304 - mmaction - INFO - Epoch [225][480/1879] lr: 3.806e-03, eta: 14:13:01, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8301, loss_cls: 1.4995, loss: 1.4995, grad_norm: 5.9958 2021-07-17 21:54:21,941 - mmaction - INFO - Epoch [225][500/1879] lr: 3.806e-03, eta: 14:12:44, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8430, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.8168 2021-07-17 21:54:38,804 - mmaction - INFO - Epoch [225][520/1879] lr: 3.806e-03, eta: 14:12:26, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8270, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.8427 2021-07-17 21:54:55,591 - mmaction - INFO - Epoch [225][540/1879] lr: 3.806e-03, eta: 14:12:09, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8512, loss_cls: 1.4133, loss: 1.4133, grad_norm: 5.8299 2021-07-17 21:55:12,389 - mmaction - INFO - Epoch [225][560/1879] lr: 3.806e-03, eta: 14:11:51, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8457, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.0052 2021-07-17 21:55:29,062 - mmaction - INFO - Epoch [225][580/1879] lr: 3.806e-03, eta: 14:11:34, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8449, loss_cls: 1.4263, loss: 1.4263, grad_norm: 5.9429 2021-07-17 21:55:45,775 - mmaction - INFO - Epoch [225][600/1879] lr: 3.806e-03, eta: 14:11:17, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4793, loss: 1.4793, grad_norm: 6.0911 2021-07-17 21:56:02,571 - mmaction - INFO - Epoch [225][620/1879] lr: 3.806e-03, eta: 14:10:59, time: 0.843, data_time: 0.007, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8480, loss_cls: 1.4122, loss: 1.4122, grad_norm: 6.0729 2021-07-17 21:56:19,182 - mmaction - INFO - Epoch [225][640/1879] lr: 3.806e-03, eta: 14:10:42, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8363, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.2270 2021-07-17 21:56:36,036 - mmaction - INFO - Epoch [225][660/1879] lr: 3.806e-03, eta: 14:10:24, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8434, loss_cls: 1.4338, loss: 1.4338, grad_norm: 5.8614 2021-07-17 21:56:52,735 - mmaction - INFO - Epoch [225][680/1879] lr: 3.806e-03, eta: 14:10:07, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4709, loss: 1.4709, grad_norm: 5.9126 2021-07-17 21:57:09,370 - mmaction - INFO - Epoch [225][700/1879] lr: 3.806e-03, eta: 14:09:49, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8547, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.9504 2021-07-17 21:57:26,015 - mmaction - INFO - Epoch [225][720/1879] lr: 3.806e-03, eta: 14:09:32, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8355, loss_cls: 1.4849, loss: 1.4849, grad_norm: 5.9816 2021-07-17 21:57:42,888 - mmaction - INFO - Epoch [225][740/1879] lr: 3.806e-03, eta: 14:09:14, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6398, top5_acc: 0.8387, loss_cls: 1.4804, loss: 1.4804, grad_norm: 6.0208 2021-07-17 21:57:59,551 - mmaction - INFO - Epoch [225][760/1879] lr: 3.806e-03, eta: 14:08:57, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8504, loss_cls: 1.4008, loss: 1.4008, grad_norm: 5.7256 2021-07-17 21:58:16,311 - mmaction - INFO - Epoch [225][780/1879] lr: 3.806e-03, eta: 14:08:40, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8379, loss_cls: 1.4578, loss: 1.4578, grad_norm: 5.9263 2021-07-17 21:58:32,965 - mmaction - INFO - Epoch [225][800/1879] lr: 3.806e-03, eta: 14:08:22, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8254, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.0521 2021-07-17 21:58:49,745 - mmaction - INFO - Epoch [225][820/1879] lr: 3.806e-03, eta: 14:08:05, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8340, loss_cls: 1.4713, loss: 1.4713, grad_norm: 5.9775 2021-07-17 21:59:06,622 - mmaction - INFO - Epoch [225][840/1879] lr: 3.806e-03, eta: 14:07:47, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8410, loss_cls: 1.4584, loss: 1.4584, grad_norm: 5.8184 2021-07-17 21:59:23,284 - mmaction - INFO - Epoch [225][860/1879] lr: 3.806e-03, eta: 14:07:30, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.4861, loss: 1.4861, grad_norm: 5.9653 2021-07-17 21:59:39,897 - mmaction - INFO - Epoch [225][880/1879] lr: 3.806e-03, eta: 14:07:12, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.8503 2021-07-17 21:59:56,682 - mmaction - INFO - Epoch [225][900/1879] lr: 3.806e-03, eta: 14:06:55, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8344, loss_cls: 1.5301, loss: 1.5301, grad_norm: 6.0598 2021-07-17 22:00:13,436 - mmaction - INFO - Epoch [225][920/1879] lr: 3.806e-03, eta: 14:06:37, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8473, loss_cls: 1.4433, loss: 1.4433, grad_norm: 6.0000 2021-07-17 22:00:30,226 - mmaction - INFO - Epoch [225][940/1879] lr: 3.806e-03, eta: 14:06:20, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8371, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.0936 2021-07-17 22:00:46,991 - mmaction - INFO - Epoch [225][960/1879] lr: 3.806e-03, eta: 14:06:03, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8324, loss_cls: 1.4999, loss: 1.4999, grad_norm: 5.9816 2021-07-17 22:01:03,825 - mmaction - INFO - Epoch [225][980/1879] lr: 3.806e-03, eta: 14:05:45, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8289, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.0286 2021-07-17 22:01:20,375 - mmaction - INFO - Epoch [225][1000/1879] lr: 3.806e-03, eta: 14:05:28, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8434, loss_cls: 1.4700, loss: 1.4700, grad_norm: 5.9752 2021-07-17 22:01:36,926 - mmaction - INFO - Epoch [225][1020/1879] lr: 3.806e-03, eta: 14:05:10, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8441, loss_cls: 1.4577, loss: 1.4577, grad_norm: 5.8786 2021-07-17 22:01:53,739 - mmaction - INFO - Epoch [225][1040/1879] lr: 3.806e-03, eta: 14:04:53, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8234, loss_cls: 1.5194, loss: 1.5194, grad_norm: 6.0283 2021-07-17 22:02:10,304 - mmaction - INFO - Epoch [225][1060/1879] lr: 3.806e-03, eta: 14:04:35, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8227, loss_cls: 1.5274, loss: 1.5274, grad_norm: 6.0175 2021-07-17 22:02:27,058 - mmaction - INFO - Epoch [225][1080/1879] lr: 3.806e-03, eta: 14:04:18, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6410, top5_acc: 0.8336, loss_cls: 1.4820, loss: 1.4820, grad_norm: 6.1113 2021-07-17 22:02:43,742 - mmaction - INFO - Epoch [225][1100/1879] lr: 3.806e-03, eta: 14:04:00, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6445, top5_acc: 0.8340, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.0178 2021-07-17 22:03:00,481 - mmaction - INFO - Epoch [225][1120/1879] lr: 3.806e-03, eta: 14:03:43, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8293, loss_cls: 1.5118, loss: 1.5118, grad_norm: 5.9854 2021-07-17 22:03:17,127 - mmaction - INFO - Epoch [225][1140/1879] lr: 3.806e-03, eta: 14:03:25, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8449, loss_cls: 1.4483, loss: 1.4483, grad_norm: 6.0184 2021-07-17 22:03:33,552 - mmaction - INFO - Epoch [225][1160/1879] lr: 3.806e-03, eta: 14:03:08, time: 0.821, data_time: 0.003, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8227, loss_cls: 1.5739, loss: 1.5739, grad_norm: 6.0006 2021-07-17 22:03:50,234 - mmaction - INFO - Epoch [225][1180/1879] lr: 3.806e-03, eta: 14:02:50, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8492, loss_cls: 1.4295, loss: 1.4295, grad_norm: 5.8025 2021-07-17 22:04:06,992 - mmaction - INFO - Epoch [225][1200/1879] lr: 3.806e-03, eta: 14:02:33, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8316, loss_cls: 1.4908, loss: 1.4908, grad_norm: 5.9298 2021-07-17 22:04:23,723 - mmaction - INFO - Epoch [225][1220/1879] lr: 3.806e-03, eta: 14:02:16, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4851, loss: 1.4851, grad_norm: 5.9522 2021-07-17 22:04:40,411 - mmaction - INFO - Epoch [225][1240/1879] lr: 3.806e-03, eta: 14:01:58, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8328, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.9941 2021-07-17 22:04:57,116 - mmaction - INFO - Epoch [225][1260/1879] lr: 3.806e-03, eta: 14:01:41, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6457, top5_acc: 0.8340, loss_cls: 1.5016, loss: 1.5016, grad_norm: 5.9538 2021-07-17 22:05:13,893 - mmaction - INFO - Epoch [225][1280/1879] lr: 3.806e-03, eta: 14:01:23, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4723, loss: 1.4723, grad_norm: 5.8136 2021-07-17 22:05:30,631 - mmaction - INFO - Epoch [225][1300/1879] lr: 3.806e-03, eta: 14:01:06, time: 0.840, data_time: 0.008, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4667, loss: 1.4667, grad_norm: 5.8955 2021-07-17 22:05:47,196 - mmaction - INFO - Epoch [225][1320/1879] lr: 3.806e-03, eta: 14:00:48, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6422, top5_acc: 0.8316, loss_cls: 1.5046, loss: 1.5046, grad_norm: 5.8444 2021-07-17 22:06:03,874 - mmaction - INFO - Epoch [225][1340/1879] lr: 3.806e-03, eta: 14:00:31, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8465, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.9980 2021-07-17 22:06:20,627 - mmaction - INFO - Epoch [225][1360/1879] lr: 3.806e-03, eta: 14:00:13, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8410, loss_cls: 1.4605, loss: 1.4605, grad_norm: 5.8742 2021-07-17 22:06:37,397 - mmaction - INFO - Epoch [225][1380/1879] lr: 3.806e-03, eta: 13:59:56, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8457, loss_cls: 1.4611, loss: 1.4611, grad_norm: 5.9611 2021-07-17 22:06:54,163 - mmaction - INFO - Epoch [225][1400/1879] lr: 3.806e-03, eta: 13:59:39, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8453, loss_cls: 1.4549, loss: 1.4549, grad_norm: 5.9236 2021-07-17 22:07:10,770 - mmaction - INFO - Epoch [225][1420/1879] lr: 3.806e-03, eta: 13:59:21, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8223, loss_cls: 1.5431, loss: 1.5431, grad_norm: 6.0338 2021-07-17 22:07:27,640 - mmaction - INFO - Epoch [225][1440/1879] lr: 3.806e-03, eta: 13:59:04, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8461, loss_cls: 1.3829, loss: 1.3829, grad_norm: 5.7773 2021-07-17 22:07:44,274 - mmaction - INFO - Epoch [225][1460/1879] lr: 3.806e-03, eta: 13:58:46, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8340, loss_cls: 1.5285, loss: 1.5285, grad_norm: 6.2387 2021-07-17 22:08:01,030 - mmaction - INFO - Epoch [225][1480/1879] lr: 3.806e-03, eta: 13:58:29, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8383, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.0553 2021-07-17 22:08:17,962 - mmaction - INFO - Epoch [225][1500/1879] lr: 3.806e-03, eta: 13:58:11, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8473, loss_cls: 1.4230, loss: 1.4230, grad_norm: 5.8880 2021-07-17 22:08:34,391 - mmaction - INFO - Epoch [225][1520/1879] lr: 3.806e-03, eta: 13:57:54, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8387, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.9651 2021-07-17 22:08:51,027 - mmaction - INFO - Epoch [225][1540/1879] lr: 3.806e-03, eta: 13:57:36, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8363, loss_cls: 1.4810, loss: 1.4810, grad_norm: 5.9335 2021-07-17 22:09:07,917 - mmaction - INFO - Epoch [225][1560/1879] lr: 3.806e-03, eta: 13:57:19, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8418, loss_cls: 1.4547, loss: 1.4547, grad_norm: 5.9939 2021-07-17 22:09:24,434 - mmaction - INFO - Epoch [225][1580/1879] lr: 3.806e-03, eta: 13:57:01, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.6512, top5_acc: 0.8367, loss_cls: 1.5020, loss: 1.5020, grad_norm: 5.9193 2021-07-17 22:09:41,182 - mmaction - INFO - Epoch [225][1600/1879] lr: 3.806e-03, eta: 13:56:44, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8348, loss_cls: 1.4844, loss: 1.4844, grad_norm: 5.8869 2021-07-17 22:09:57,924 - mmaction - INFO - Epoch [225][1620/1879] lr: 3.806e-03, eta: 13:56:27, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6543, top5_acc: 0.8367, loss_cls: 1.4848, loss: 1.4848, grad_norm: 5.9284 2021-07-17 22:10:14,623 - mmaction - INFO - Epoch [225][1640/1879] lr: 3.806e-03, eta: 13:56:09, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.0396 2021-07-17 22:10:31,291 - mmaction - INFO - Epoch [225][1660/1879] lr: 3.806e-03, eta: 13:55:52, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8316, loss_cls: 1.4612, loss: 1.4612, grad_norm: 5.9373 2021-07-17 22:10:48,093 - mmaction - INFO - Epoch [225][1680/1879] lr: 3.806e-03, eta: 13:55:34, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8313, loss_cls: 1.4944, loss: 1.4944, grad_norm: 5.9400 2021-07-17 22:11:04,850 - mmaction - INFO - Epoch [225][1700/1879] lr: 3.806e-03, eta: 13:55:17, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8355, loss_cls: 1.4924, loss: 1.4924, grad_norm: 5.9725 2021-07-17 22:11:21,697 - mmaction - INFO - Epoch [225][1720/1879] lr: 3.806e-03, eta: 13:55:00, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8297, loss_cls: 1.5156, loss: 1.5156, grad_norm: 5.9109 2021-07-17 22:11:38,370 - mmaction - INFO - Epoch [225][1740/1879] lr: 3.806e-03, eta: 13:54:42, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5178, loss: 1.5178, grad_norm: 6.1585 2021-07-17 22:11:54,989 - mmaction - INFO - Epoch [225][1760/1879] lr: 3.806e-03, eta: 13:54:25, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8332, loss_cls: 1.4814, loss: 1.4814, grad_norm: 5.9914 2021-07-17 22:12:11,658 - mmaction - INFO - Epoch [225][1780/1879] lr: 3.806e-03, eta: 13:54:07, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.5003, loss: 1.5003, grad_norm: 5.9362 2021-07-17 22:12:28,560 - mmaction - INFO - Epoch [225][1800/1879] lr: 3.806e-03, eta: 13:53:50, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8258, loss_cls: 1.5525, loss: 1.5525, grad_norm: 6.0537 2021-07-17 22:12:45,266 - mmaction - INFO - Epoch [225][1820/1879] lr: 3.806e-03, eta: 13:53:32, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6434, top5_acc: 0.8277, loss_cls: 1.5071, loss: 1.5071, grad_norm: 6.0848 2021-07-17 22:13:02,027 - mmaction - INFO - Epoch [225][1840/1879] lr: 3.806e-03, eta: 13:53:15, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8406, loss_cls: 1.4444, loss: 1.4444, grad_norm: 5.8022 2021-07-17 22:13:18,865 - mmaction - INFO - Epoch [225][1860/1879] lr: 3.806e-03, eta: 13:52:58, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6402, top5_acc: 0.8387, loss_cls: 1.5133, loss: 1.5133, grad_norm: 6.1082 2021-07-17 22:13:38,502 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 22:13:38,505 - mmaction - INFO - 106 BN found 2021-07-17 22:18:22,482 - mmaction - INFO - BN stats updated 2021-07-17 22:20:45,304 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-17 22:20:46,148 - mmaction - INFO - top1_acc 0.6695 top5_acc 0.8703 2021-07-17 22:20:46,148 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-17 22:20:46,206 - mmaction - INFO - mean_acc 0.6694 2021-07-17 22:20:48,073 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_225.pth. 2021-07-17 22:20:48,074 - mmaction - INFO - Best top1_acc is 0.6695 at 225 epoch. 2021-07-17 22:20:48,104 - mmaction - INFO - Epoch(val) [225][155] top1_acc: 0.6695, top5_acc: 0.8703, mean_class_accuracy: 0.6694 2021-07-17 22:21:51,700 - mmaction - INFO - Epoch [226][20/1879] lr: 3.575e-03, eta: 13:52:43, time: 3.179, data_time: 1.928, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8402, loss_cls: 1.4653, loss: 1.4653, grad_norm: 5.8284 2021-07-17 22:22:07,960 - mmaction - INFO - Epoch [226][40/1879] lr: 3.575e-03, eta: 13:52:25, time: 0.810, data_time: 0.003, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8344, loss_cls: 1.4824, loss: 1.4824, grad_norm: 5.8617 2021-07-17 22:22:24,214 - mmaction - INFO - Epoch [226][60/1879] lr: 3.575e-03, eta: 13:52:08, time: 0.815, data_time: 0.005, memory: 6455, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4383, loss: 1.4383, grad_norm: 5.8947 2021-07-17 22:22:40,584 - mmaction - INFO - Epoch [226][80/1879] lr: 3.575e-03, eta: 13:51:50, time: 0.816, data_time: 0.005, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8516, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.0063 2021-07-17 22:22:57,209 - mmaction - INFO - Epoch [226][100/1879] lr: 3.575e-03, eta: 13:51:33, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6406, top5_acc: 0.8277, loss_cls: 1.5193, loss: 1.5193, grad_norm: 5.9865 2021-07-17 22:23:13,924 - mmaction - INFO - Epoch [226][120/1879] lr: 3.575e-03, eta: 13:51:15, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8512, loss_cls: 1.3910, loss: 1.3910, grad_norm: 5.7874 2021-07-17 22:23:30,473 - mmaction - INFO - Epoch [226][140/1879] lr: 3.575e-03, eta: 13:50:58, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8309, loss_cls: 1.4789, loss: 1.4789, grad_norm: 5.8506 2021-07-17 22:23:47,188 - mmaction - INFO - Epoch [226][160/1879] lr: 3.575e-03, eta: 13:50:40, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8586, loss_cls: 1.4009, loss: 1.4009, grad_norm: 5.8543 2021-07-17 22:24:03,886 - mmaction - INFO - Epoch [226][180/1879] lr: 3.575e-03, eta: 13:50:23, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8332, loss_cls: 1.5064, loss: 1.5064, grad_norm: 5.9778 2021-07-17 22:24:20,607 - mmaction - INFO - Epoch [226][200/1879] lr: 3.575e-03, eta: 13:50:05, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8395, loss_cls: 1.4218, loss: 1.4218, grad_norm: 5.8604 2021-07-17 22:24:37,338 - mmaction - INFO - Epoch [226][220/1879] lr: 3.575e-03, eta: 13:49:48, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8449, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.8771 2021-07-17 22:24:54,026 - mmaction - INFO - Epoch [226][240/1879] lr: 3.575e-03, eta: 13:49:30, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8316, loss_cls: 1.4917, loss: 1.4917, grad_norm: 5.9068 2021-07-17 22:25:10,690 - mmaction - INFO - Epoch [226][260/1879] lr: 3.575e-03, eta: 13:49:13, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8336, loss_cls: 1.4576, loss: 1.4576, grad_norm: 6.0709 2021-07-17 22:25:27,478 - mmaction - INFO - Epoch [226][280/1879] lr: 3.575e-03, eta: 13:48:56, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8340, loss_cls: 1.4856, loss: 1.4856, grad_norm: 5.9156 2021-07-17 22:25:44,121 - mmaction - INFO - Epoch [226][300/1879] lr: 3.575e-03, eta: 13:48:38, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8488, loss_cls: 1.4093, loss: 1.4093, grad_norm: 5.9538 2021-07-17 22:26:00,762 - mmaction - INFO - Epoch [226][320/1879] lr: 3.575e-03, eta: 13:48:21, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8344, loss_cls: 1.5078, loss: 1.5078, grad_norm: 6.0711 2021-07-17 22:26:17,475 - mmaction - INFO - Epoch [226][340/1879] lr: 3.575e-03, eta: 13:48:03, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8438, loss_cls: 1.4299, loss: 1.4299, grad_norm: 5.9279 2021-07-17 22:26:34,169 - mmaction - INFO - Epoch [226][360/1879] lr: 3.575e-03, eta: 13:47:46, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8371, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.9502 2021-07-17 22:26:50,903 - mmaction - INFO - Epoch [226][380/1879] lr: 3.575e-03, eta: 13:47:28, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8359, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.9046 2021-07-17 22:27:07,589 - mmaction - INFO - Epoch [226][400/1879] lr: 3.575e-03, eta: 13:47:11, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8512, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.7233 2021-07-17 22:27:24,370 - mmaction - INFO - Epoch [226][420/1879] lr: 3.575e-03, eta: 13:46:53, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8367, loss_cls: 1.4369, loss: 1.4369, grad_norm: 5.7951 2021-07-17 22:27:41,099 - mmaction - INFO - Epoch [226][440/1879] lr: 3.575e-03, eta: 13:46:36, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.9900 2021-07-17 22:27:57,904 - mmaction - INFO - Epoch [226][460/1879] lr: 3.575e-03, eta: 13:46:19, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8410, loss_cls: 1.4674, loss: 1.4674, grad_norm: 5.9740 2021-07-17 22:28:14,425 - mmaction - INFO - Epoch [226][480/1879] lr: 3.575e-03, eta: 13:46:01, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.9738 2021-07-17 22:28:31,243 - mmaction - INFO - Epoch [226][500/1879] lr: 3.575e-03, eta: 13:45:44, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4390, loss: 1.4390, grad_norm: 6.0345 2021-07-17 22:28:47,994 - mmaction - INFO - Epoch [226][520/1879] lr: 3.575e-03, eta: 13:45:26, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4972, loss: 1.4972, grad_norm: 6.1042 2021-07-17 22:29:04,826 - mmaction - INFO - Epoch [226][540/1879] lr: 3.575e-03, eta: 13:45:09, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4697, loss: 1.4697, grad_norm: 6.0356 2021-07-17 22:29:21,193 - mmaction - INFO - Epoch [226][560/1879] lr: 3.575e-03, eta: 13:44:51, time: 0.821, data_time: 0.004, memory: 6455, top1_acc: 0.6605, top5_acc: 0.8480, loss_cls: 1.4234, loss: 1.4234, grad_norm: 5.8746 2021-07-17 22:29:37,833 - mmaction - INFO - Epoch [226][580/1879] lr: 3.575e-03, eta: 13:44:34, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6605, top5_acc: 0.8449, loss_cls: 1.4137, loss: 1.4137, grad_norm: 5.8692 2021-07-17 22:29:54,606 - mmaction - INFO - Epoch [226][600/1879] lr: 3.575e-03, eta: 13:44:16, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8480, loss_cls: 1.4177, loss: 1.4177, grad_norm: 5.9983 2021-07-17 22:30:11,427 - mmaction - INFO - Epoch [226][620/1879] lr: 3.575e-03, eta: 13:43:59, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6605, top5_acc: 0.8340, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.0246 2021-07-17 22:30:28,051 - mmaction - INFO - Epoch [226][640/1879] lr: 3.575e-03, eta: 13:43:42, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8363, loss_cls: 1.4781, loss: 1.4781, grad_norm: 6.0501 2021-07-17 22:30:44,574 - mmaction - INFO - Epoch [226][660/1879] lr: 3.575e-03, eta: 13:43:24, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8305, loss_cls: 1.4744, loss: 1.4744, grad_norm: 5.9336 2021-07-17 22:31:01,347 - mmaction - INFO - Epoch [226][680/1879] lr: 3.575e-03, eta: 13:43:07, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4175, loss: 1.4175, grad_norm: 6.1221 2021-07-17 22:31:18,094 - mmaction - INFO - Epoch [226][700/1879] lr: 3.575e-03, eta: 13:42:49, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8418, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.9849 2021-07-17 22:31:34,714 - mmaction - INFO - Epoch [226][720/1879] lr: 3.575e-03, eta: 13:42:32, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4607, loss: 1.4607, grad_norm: 6.0373 2021-07-17 22:31:51,572 - mmaction - INFO - Epoch [226][740/1879] lr: 3.575e-03, eta: 13:42:14, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8254, loss_cls: 1.5656, loss: 1.5656, grad_norm: 6.0765 2021-07-17 22:32:08,113 - mmaction - INFO - Epoch [226][760/1879] lr: 3.575e-03, eta: 13:41:57, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8441, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.9961 2021-07-17 22:32:24,748 - mmaction - INFO - Epoch [226][780/1879] lr: 3.575e-03, eta: 13:41:39, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8355, loss_cls: 1.4678, loss: 1.4678, grad_norm: 6.0068 2021-07-17 22:32:41,501 - mmaction - INFO - Epoch [226][800/1879] lr: 3.575e-03, eta: 13:41:22, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8551, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.1052 2021-07-17 22:32:58,148 - mmaction - INFO - Epoch [226][820/1879] lr: 3.575e-03, eta: 13:41:04, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8363, loss_cls: 1.4608, loss: 1.4608, grad_norm: 5.9931 2021-07-17 22:33:14,985 - mmaction - INFO - Epoch [226][840/1879] lr: 3.575e-03, eta: 13:40:47, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4269, loss: 1.4269, grad_norm: 5.9977 2021-07-17 22:33:31,797 - mmaction - INFO - Epoch [226][860/1879] lr: 3.575e-03, eta: 13:40:30, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6336, top5_acc: 0.8348, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.0827 2021-07-17 22:33:48,443 - mmaction - INFO - Epoch [226][880/1879] lr: 3.575e-03, eta: 13:40:12, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8375, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.0282 2021-07-17 22:34:05,170 - mmaction - INFO - Epoch [226][900/1879] lr: 3.575e-03, eta: 13:39:55, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8488, loss_cls: 1.4395, loss: 1.4395, grad_norm: 5.9606 2021-07-17 22:34:21,864 - mmaction - INFO - Epoch [226][920/1879] lr: 3.575e-03, eta: 13:39:37, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8383, loss_cls: 1.4719, loss: 1.4719, grad_norm: 5.9271 2021-07-17 22:34:38,559 - mmaction - INFO - Epoch [226][940/1879] lr: 3.575e-03, eta: 13:39:20, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8426, loss_cls: 1.4350, loss: 1.4350, grad_norm: 6.0738 2021-07-17 22:34:55,332 - mmaction - INFO - Epoch [226][960/1879] lr: 3.575e-03, eta: 13:39:03, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8504, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.8910 2021-07-17 22:35:12,114 - mmaction - INFO - Epoch [226][980/1879] lr: 3.575e-03, eta: 13:38:45, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8211, loss_cls: 1.5228, loss: 1.5228, grad_norm: 6.1482 2021-07-17 22:35:28,954 - mmaction - INFO - Epoch [226][1000/1879] lr: 3.575e-03, eta: 13:38:28, time: 0.847, data_time: 0.007, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8336, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.1889 2021-07-17 22:35:45,608 - mmaction - INFO - Epoch [226][1020/1879] lr: 3.575e-03, eta: 13:38:10, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4898, loss: 1.4898, grad_norm: 6.0752 2021-07-17 22:36:02,320 - mmaction - INFO - Epoch [226][1040/1879] lr: 3.575e-03, eta: 13:37:53, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.5130, loss: 1.5130, grad_norm: 6.1044 2021-07-17 22:36:18,985 - mmaction - INFO - Epoch [226][1060/1879] lr: 3.575e-03, eta: 13:37:35, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8336, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.1443 2021-07-17 22:36:35,664 - mmaction - INFO - Epoch [226][1080/1879] lr: 3.575e-03, eta: 13:37:18, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6379, top5_acc: 0.8270, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.9690 2021-07-17 22:36:52,397 - mmaction - INFO - Epoch [226][1100/1879] lr: 3.575e-03, eta: 13:37:01, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8465, loss_cls: 1.3992, loss: 1.3992, grad_norm: 5.7922 2021-07-17 22:37:08,989 - mmaction - INFO - Epoch [226][1120/1879] lr: 3.575e-03, eta: 13:36:43, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5089, loss: 1.5089, grad_norm: 6.0358 2021-07-17 22:37:25,722 - mmaction - INFO - Epoch [226][1140/1879] lr: 3.575e-03, eta: 13:36:26, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8309, loss_cls: 1.5111, loss: 1.5111, grad_norm: 6.0622 2021-07-17 22:37:42,537 - mmaction - INFO - Epoch [226][1160/1879] lr: 3.575e-03, eta: 13:36:08, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4301, loss: 1.4301, grad_norm: 5.9228 2021-07-17 22:37:59,319 - mmaction - INFO - Epoch [226][1180/1879] lr: 3.575e-03, eta: 13:35:51, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8340, loss_cls: 1.4654, loss: 1.4654, grad_norm: 5.9404 2021-07-17 22:38:16,016 - mmaction - INFO - Epoch [226][1200/1879] lr: 3.575e-03, eta: 13:35:33, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8453, loss_cls: 1.4370, loss: 1.4370, grad_norm: 5.8955 2021-07-17 22:38:32,751 - mmaction - INFO - Epoch [226][1220/1879] lr: 3.575e-03, eta: 13:35:16, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8457, loss_cls: 1.4351, loss: 1.4351, grad_norm: 5.8492 2021-07-17 22:38:49,579 - mmaction - INFO - Epoch [226][1240/1879] lr: 3.575e-03, eta: 13:34:59, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8324, loss_cls: 1.5056, loss: 1.5056, grad_norm: 6.1088 2021-07-17 22:39:06,185 - mmaction - INFO - Epoch [226][1260/1879] lr: 3.575e-03, eta: 13:34:41, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8422, loss_cls: 1.4402, loss: 1.4402, grad_norm: 5.9678 2021-07-17 22:39:22,903 - mmaction - INFO - Epoch [226][1280/1879] lr: 3.575e-03, eta: 13:34:24, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8480, loss_cls: 1.4616, loss: 1.4616, grad_norm: 5.9751 2021-07-17 22:39:39,568 - mmaction - INFO - Epoch [226][1300/1879] lr: 3.575e-03, eta: 13:34:06, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8449, loss_cls: 1.4128, loss: 1.4128, grad_norm: 5.9706 2021-07-17 22:39:56,283 - mmaction - INFO - Epoch [226][1320/1879] lr: 3.575e-03, eta: 13:33:49, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8336, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.9880 2021-07-17 22:40:13,088 - mmaction - INFO - Epoch [226][1340/1879] lr: 3.575e-03, eta: 13:33:32, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8410, loss_cls: 1.4368, loss: 1.4368, grad_norm: 5.8732 2021-07-17 22:40:29,826 - mmaction - INFO - Epoch [226][1360/1879] lr: 3.575e-03, eta: 13:33:14, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8449, loss_cls: 1.4406, loss: 1.4406, grad_norm: 5.8484 2021-07-17 22:40:46,676 - mmaction - INFO - Epoch [226][1380/1879] lr: 3.575e-03, eta: 13:32:57, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8289, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.0409 2021-07-17 22:41:03,384 - mmaction - INFO - Epoch [226][1400/1879] lr: 3.575e-03, eta: 13:32:39, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.5193, loss: 1.5193, grad_norm: 6.1753 2021-07-17 22:41:20,019 - mmaction - INFO - Epoch [226][1420/1879] lr: 3.575e-03, eta: 13:32:22, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8336, loss_cls: 1.4811, loss: 1.4811, grad_norm: 6.0314 2021-07-17 22:41:36,928 - mmaction - INFO - Epoch [226][1440/1879] lr: 3.575e-03, eta: 13:32:05, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8375, loss_cls: 1.4575, loss: 1.4575, grad_norm: 5.8202 2021-07-17 22:41:53,824 - mmaction - INFO - Epoch [226][1460/1879] lr: 3.575e-03, eta: 13:31:47, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4649, loss: 1.4649, grad_norm: 6.0566 2021-07-17 22:42:10,547 - mmaction - INFO - Epoch [226][1480/1879] lr: 3.575e-03, eta: 13:31:30, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8539, loss_cls: 1.4111, loss: 1.4111, grad_norm: 6.0069 2021-07-17 22:42:27,164 - mmaction - INFO - Epoch [226][1500/1879] lr: 3.575e-03, eta: 13:31:12, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8332, loss_cls: 1.5175, loss: 1.5175, grad_norm: 6.1106 2021-07-17 22:42:44,002 - mmaction - INFO - Epoch [226][1520/1879] lr: 3.575e-03, eta: 13:30:55, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8438, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.0890 2021-07-17 22:43:00,653 - mmaction - INFO - Epoch [226][1540/1879] lr: 3.575e-03, eta: 13:30:38, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8449, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.1212 2021-07-17 22:43:17,417 - mmaction - INFO - Epoch [226][1560/1879] lr: 3.575e-03, eta: 13:30:20, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8402, loss_cls: 1.4223, loss: 1.4223, grad_norm: 5.9666 2021-07-17 22:43:34,212 - mmaction - INFO - Epoch [226][1580/1879] lr: 3.575e-03, eta: 13:30:03, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8367, loss_cls: 1.4565, loss: 1.4565, grad_norm: 5.9042 2021-07-17 22:43:51,057 - mmaction - INFO - Epoch [226][1600/1879] lr: 3.575e-03, eta: 13:29:45, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8484, loss_cls: 1.4107, loss: 1.4107, grad_norm: 5.9847 2021-07-17 22:44:07,758 - mmaction - INFO - Epoch [226][1620/1879] lr: 3.575e-03, eta: 13:29:28, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8449, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.2237 2021-07-17 22:44:24,528 - mmaction - INFO - Epoch [226][1640/1879] lr: 3.575e-03, eta: 13:29:11, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8336, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.1063 2021-07-17 22:44:41,560 - mmaction - INFO - Epoch [226][1660/1879] lr: 3.575e-03, eta: 13:28:53, time: 0.853, data_time: 0.003, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8398, loss_cls: 1.4650, loss: 1.4650, grad_norm: 5.8703 2021-07-17 22:44:58,866 - mmaction - INFO - Epoch [226][1680/1879] lr: 3.575e-03, eta: 13:28:36, time: 0.864, data_time: 0.004, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8348, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.0451 2021-07-17 22:45:15,680 - mmaction - INFO - Epoch [226][1700/1879] lr: 3.575e-03, eta: 13:28:19, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8348, loss_cls: 1.4434, loss: 1.4434, grad_norm: 5.8740 2021-07-17 22:45:32,496 - mmaction - INFO - Epoch [226][1720/1879] lr: 3.575e-03, eta: 13:28:02, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8453, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.0112 2021-07-17 22:45:49,016 - mmaction - INFO - Epoch [226][1740/1879] lr: 3.575e-03, eta: 13:27:44, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8281, loss_cls: 1.5240, loss: 1.5240, grad_norm: 6.1600 2021-07-17 22:46:05,835 - mmaction - INFO - Epoch [226][1760/1879] lr: 3.575e-03, eta: 13:27:27, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4492, loss: 1.4492, grad_norm: 6.1517 2021-07-17 22:46:22,574 - mmaction - INFO - Epoch [226][1780/1879] lr: 3.575e-03, eta: 13:27:09, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8480, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.0990 2021-07-17 22:46:39,411 - mmaction - INFO - Epoch [226][1800/1879] lr: 3.575e-03, eta: 13:26:52, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8348, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.0789 2021-07-17 22:46:56,103 - mmaction - INFO - Epoch [226][1820/1879] lr: 3.575e-03, eta: 13:26:35, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4601, loss: 1.4601, grad_norm: 5.9976 2021-07-17 22:47:12,751 - mmaction - INFO - Epoch [226][1840/1879] lr: 3.575e-03, eta: 13:26:17, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4982, loss: 1.4982, grad_norm: 6.0761 2021-07-17 22:47:29,511 - mmaction - INFO - Epoch [226][1860/1879] lr: 3.575e-03, eta: 13:26:00, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4582, loss: 1.4582, grad_norm: 5.9936 2021-07-17 22:47:49,796 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 22:47:49,800 - mmaction - INFO - 106 BN found 2021-07-17 22:52:35,006 - mmaction - INFO - BN stats updated 2021-07-17 22:53:33,181 - mmaction - INFO - Epoch [227][20/1879] lr: 3.350e-03, eta: 13:25:40, time: 2.807, data_time: 1.912, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8453, loss_cls: 1.4059, loss: 1.4059, grad_norm: 5.8249 2021-07-17 22:53:49,446 - mmaction - INFO - Epoch [227][40/1879] lr: 3.350e-03, eta: 13:25:22, time: 0.812, data_time: 0.003, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8418, loss_cls: 1.4253, loss: 1.4253, grad_norm: 5.8944 2021-07-17 22:54:05,808 - mmaction - INFO - Epoch [227][60/1879] lr: 3.350e-03, eta: 13:25:05, time: 0.817, data_time: 0.005, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8523, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.9425 2021-07-17 22:54:22,185 - mmaction - INFO - Epoch [227][80/1879] lr: 3.350e-03, eta: 13:24:47, time: 0.820, data_time: 0.003, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8379, loss_cls: 1.4374, loss: 1.4374, grad_norm: 6.0038 2021-07-17 22:54:38,668 - mmaction - INFO - Epoch [227][100/1879] lr: 3.350e-03, eta: 13:24:29, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8512, loss_cls: 1.4205, loss: 1.4205, grad_norm: 5.9621 2021-07-17 22:54:55,256 - mmaction - INFO - Epoch [227][120/1879] lr: 3.350e-03, eta: 13:24:12, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8516, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.1681 2021-07-17 22:55:11,907 - mmaction - INFO - Epoch [227][140/1879] lr: 3.350e-03, eta: 13:23:54, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8359, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.0126 2021-07-17 22:55:28,368 - mmaction - INFO - Epoch [227][160/1879] lr: 3.350e-03, eta: 13:23:37, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8387, loss_cls: 1.4524, loss: 1.4524, grad_norm: 6.0368 2021-07-17 22:55:45,076 - mmaction - INFO - Epoch [227][180/1879] lr: 3.350e-03, eta: 13:23:19, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8313, loss_cls: 1.4808, loss: 1.4808, grad_norm: 6.0750 2021-07-17 22:56:01,668 - mmaction - INFO - Epoch [227][200/1879] lr: 3.350e-03, eta: 13:23:02, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8621, loss_cls: 1.3720, loss: 1.3720, grad_norm: 6.1236 2021-07-17 22:56:18,298 - mmaction - INFO - Epoch [227][220/1879] lr: 3.350e-03, eta: 13:22:45, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8316, loss_cls: 1.5022, loss: 1.5022, grad_norm: 6.0545 2021-07-17 22:56:34,998 - mmaction - INFO - Epoch [227][240/1879] lr: 3.350e-03, eta: 13:22:27, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8340, loss_cls: 1.4822, loss: 1.4822, grad_norm: 6.0042 2021-07-17 22:56:51,659 - mmaction - INFO - Epoch [227][260/1879] lr: 3.350e-03, eta: 13:22:10, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8613, loss_cls: 1.3349, loss: 1.3349, grad_norm: 6.0085 2021-07-17 22:57:08,481 - mmaction - INFO - Epoch [227][280/1879] lr: 3.350e-03, eta: 13:21:52, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8379, loss_cls: 1.4969, loss: 1.4969, grad_norm: 6.1876 2021-07-17 22:57:25,347 - mmaction - INFO - Epoch [227][300/1879] lr: 3.350e-03, eta: 13:21:35, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6512, top5_acc: 0.8395, loss_cls: 1.4395, loss: 1.4395, grad_norm: 6.0232 2021-07-17 22:57:41,960 - mmaction - INFO - Epoch [227][320/1879] lr: 3.350e-03, eta: 13:21:18, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8348, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.0699 2021-07-17 22:57:58,764 - mmaction - INFO - Epoch [227][340/1879] lr: 3.350e-03, eta: 13:21:00, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6480, top5_acc: 0.8250, loss_cls: 1.5140, loss: 1.5140, grad_norm: 6.0080 2021-07-17 22:58:15,320 - mmaction - INFO - Epoch [227][360/1879] lr: 3.350e-03, eta: 13:20:43, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8516, loss_cls: 1.4074, loss: 1.4074, grad_norm: 5.9496 2021-07-17 22:58:32,037 - mmaction - INFO - Epoch [227][380/1879] lr: 3.350e-03, eta: 13:20:25, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8375, loss_cls: 1.4211, loss: 1.4211, grad_norm: 5.9150 2021-07-17 22:58:48,863 - mmaction - INFO - Epoch [227][400/1879] lr: 3.350e-03, eta: 13:20:08, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6484, top5_acc: 0.8418, loss_cls: 1.4443, loss: 1.4443, grad_norm: 6.1327 2021-07-17 22:59:05,659 - mmaction - INFO - Epoch [227][420/1879] lr: 3.350e-03, eta: 13:19:50, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8328, loss_cls: 1.4390, loss: 1.4390, grad_norm: 5.8977 2021-07-17 22:59:22,461 - mmaction - INFO - Epoch [227][440/1879] lr: 3.350e-03, eta: 13:19:33, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.0409 2021-07-17 22:59:39,178 - mmaction - INFO - Epoch [227][460/1879] lr: 3.350e-03, eta: 13:19:16, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8406, loss_cls: 1.4527, loss: 1.4527, grad_norm: 5.9418 2021-07-17 22:59:56,091 - mmaction - INFO - Epoch [227][480/1879] lr: 3.350e-03, eta: 13:18:58, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8449, loss_cls: 1.3980, loss: 1.3980, grad_norm: 5.9115 2021-07-17 23:00:12,829 - mmaction - INFO - Epoch [227][500/1879] lr: 3.350e-03, eta: 13:18:41, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4181, loss: 1.4181, grad_norm: 5.9651 2021-07-17 23:00:29,724 - mmaction - INFO - Epoch [227][520/1879] lr: 3.350e-03, eta: 13:18:24, time: 0.847, data_time: 0.007, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8426, loss_cls: 1.4312, loss: 1.4312, grad_norm: 6.0330 2021-07-17 23:00:46,487 - mmaction - INFO - Epoch [227][540/1879] lr: 3.350e-03, eta: 13:18:06, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8355, loss_cls: 1.4652, loss: 1.4652, grad_norm: 5.9045 2021-07-17 23:01:03,290 - mmaction - INFO - Epoch [227][560/1879] lr: 3.350e-03, eta: 13:17:49, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8480, loss_cls: 1.4141, loss: 1.4141, grad_norm: 5.8871 2021-07-17 23:01:19,968 - mmaction - INFO - Epoch [227][580/1879] lr: 3.350e-03, eta: 13:17:32, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6562, top5_acc: 0.8488, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.0114 2021-07-17 23:01:36,720 - mmaction - INFO - Epoch [227][600/1879] lr: 3.350e-03, eta: 13:17:14, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8371, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.1145 2021-07-17 23:01:53,403 - mmaction - INFO - Epoch [227][620/1879] lr: 3.350e-03, eta: 13:16:57, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8422, loss_cls: 1.4374, loss: 1.4374, grad_norm: 6.0339 2021-07-17 23:02:10,123 - mmaction - INFO - Epoch [227][640/1879] lr: 3.350e-03, eta: 13:16:39, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8395, loss_cls: 1.4758, loss: 1.4758, grad_norm: 5.9736 2021-07-17 23:02:26,767 - mmaction - INFO - Epoch [227][660/1879] lr: 3.350e-03, eta: 13:16:22, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8391, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.8643 2021-07-17 23:02:43,392 - mmaction - INFO - Epoch [227][680/1879] lr: 3.350e-03, eta: 13:16:04, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8508, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.0409 2021-07-17 23:03:00,005 - mmaction - INFO - Epoch [227][700/1879] lr: 3.350e-03, eta: 13:15:47, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4495, loss: 1.4495, grad_norm: 6.0975 2021-07-17 23:03:16,706 - mmaction - INFO - Epoch [227][720/1879] lr: 3.350e-03, eta: 13:15:29, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8590, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.0552 2021-07-17 23:03:33,428 - mmaction - INFO - Epoch [227][740/1879] lr: 3.350e-03, eta: 13:15:12, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8578, loss_cls: 1.3612, loss: 1.3612, grad_norm: 6.0193 2021-07-17 23:03:49,983 - mmaction - INFO - Epoch [227][760/1879] lr: 3.350e-03, eta: 13:14:55, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8469, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.0825 2021-07-17 23:04:06,754 - mmaction - INFO - Epoch [227][780/1879] lr: 3.350e-03, eta: 13:14:37, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8430, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.3304 2021-07-17 23:04:23,584 - mmaction - INFO - Epoch [227][800/1879] lr: 3.350e-03, eta: 13:14:20, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8461, loss_cls: 1.4139, loss: 1.4139, grad_norm: 6.0687 2021-07-17 23:04:40,364 - mmaction - INFO - Epoch [227][820/1879] lr: 3.350e-03, eta: 13:14:02, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.6523, top5_acc: 0.8363, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.0028 2021-07-17 23:04:56,830 - mmaction - INFO - Epoch [227][840/1879] lr: 3.350e-03, eta: 13:13:45, time: 0.825, data_time: 0.006, memory: 6455, top1_acc: 0.6457, top5_acc: 0.8363, loss_cls: 1.5056, loss: 1.5056, grad_norm: 6.1775 2021-07-17 23:05:13,754 - mmaction - INFO - Epoch [227][860/1879] lr: 3.350e-03, eta: 13:13:28, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8445, loss_cls: 1.4085, loss: 1.4085, grad_norm: 6.0799 2021-07-17 23:05:30,443 - mmaction - INFO - Epoch [227][880/1879] lr: 3.350e-03, eta: 13:13:10, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8527, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.0072 2021-07-17 23:05:47,161 - mmaction - INFO - Epoch [227][900/1879] lr: 3.350e-03, eta: 13:12:53, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6441, top5_acc: 0.8465, loss_cls: 1.4518, loss: 1.4518, grad_norm: 6.2476 2021-07-17 23:06:03,805 - mmaction - INFO - Epoch [227][920/1879] lr: 3.350e-03, eta: 13:12:35, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8441, loss_cls: 1.4457, loss: 1.4457, grad_norm: 6.1601 2021-07-17 23:06:20,430 - mmaction - INFO - Epoch [227][940/1879] lr: 3.350e-03, eta: 13:12:18, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.5005, loss: 1.5005, grad_norm: 6.2222 2021-07-17 23:06:37,326 - mmaction - INFO - Epoch [227][960/1879] lr: 3.350e-03, eta: 13:12:01, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8371, loss_cls: 1.4486, loss: 1.4486, grad_norm: 6.0468 2021-07-17 23:06:54,221 - mmaction - INFO - Epoch [227][980/1879] lr: 3.350e-03, eta: 13:11:43, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8398, loss_cls: 1.4334, loss: 1.4334, grad_norm: 6.1377 2021-07-17 23:07:11,009 - mmaction - INFO - Epoch [227][1000/1879] lr: 3.350e-03, eta: 13:11:26, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4466, loss: 1.4466, grad_norm: 6.0921 2021-07-17 23:07:27,792 - mmaction - INFO - Epoch [227][1020/1879] lr: 3.350e-03, eta: 13:11:09, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8258, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.9878 2021-07-17 23:07:44,527 - mmaction - INFO - Epoch [227][1040/1879] lr: 3.350e-03, eta: 13:10:51, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8441, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.2598 2021-07-17 23:08:01,305 - mmaction - INFO - Epoch [227][1060/1879] lr: 3.350e-03, eta: 13:10:34, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4185, loss: 1.4185, grad_norm: 6.1886 2021-07-17 23:08:17,932 - mmaction - INFO - Epoch [227][1080/1879] lr: 3.350e-03, eta: 13:10:16, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8195, loss_cls: 1.5099, loss: 1.5099, grad_norm: 6.1684 2021-07-17 23:08:34,561 - mmaction - INFO - Epoch [227][1100/1879] lr: 3.350e-03, eta: 13:09:59, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6438, top5_acc: 0.8293, loss_cls: 1.5086, loss: 1.5086, grad_norm: 6.0787 2021-07-17 23:08:51,365 - mmaction - INFO - Epoch [227][1120/1879] lr: 3.350e-03, eta: 13:09:41, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6562, top5_acc: 0.8543, loss_cls: 1.4170, loss: 1.4170, grad_norm: 6.0333 2021-07-17 23:09:07,927 - mmaction - INFO - Epoch [227][1140/1879] lr: 3.350e-03, eta: 13:09:24, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6418, top5_acc: 0.8324, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.1267 2021-07-17 23:09:24,659 - mmaction - INFO - Epoch [227][1160/1879] lr: 3.350e-03, eta: 13:09:07, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8336, loss_cls: 1.4849, loss: 1.4849, grad_norm: 6.2315 2021-07-17 23:09:41,336 - mmaction - INFO - Epoch [227][1180/1879] lr: 3.350e-03, eta: 13:08:49, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8340, loss_cls: 1.4814, loss: 1.4814, grad_norm: 5.9916 2021-07-17 23:09:58,111 - mmaction - INFO - Epoch [227][1200/1879] lr: 3.350e-03, eta: 13:08:32, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8426, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.9796 2021-07-17 23:10:14,830 - mmaction - INFO - Epoch [227][1220/1879] lr: 3.350e-03, eta: 13:08:14, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8395, loss_cls: 1.4861, loss: 1.4861, grad_norm: 6.1682 2021-07-17 23:10:31,449 - mmaction - INFO - Epoch [227][1240/1879] lr: 3.350e-03, eta: 13:07:57, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8449, loss_cls: 1.3957, loss: 1.3957, grad_norm: 5.8783 2021-07-17 23:10:48,370 - mmaction - INFO - Epoch [227][1260/1879] lr: 3.350e-03, eta: 13:07:40, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8418, loss_cls: 1.4417, loss: 1.4417, grad_norm: 6.0424 2021-07-17 23:11:04,901 - mmaction - INFO - Epoch [227][1280/1879] lr: 3.350e-03, eta: 13:07:22, time: 0.826, data_time: 0.006, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4656, loss: 1.4656, grad_norm: 6.0502 2021-07-17 23:11:21,780 - mmaction - INFO - Epoch [227][1300/1879] lr: 3.350e-03, eta: 13:07:05, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8375, loss_cls: 1.4481, loss: 1.4481, grad_norm: 5.8973 2021-07-17 23:11:38,506 - mmaction - INFO - Epoch [227][1320/1879] lr: 3.350e-03, eta: 13:06:47, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8434, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.1250 2021-07-17 23:11:55,103 - mmaction - INFO - Epoch [227][1340/1879] lr: 3.350e-03, eta: 13:06:30, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8398, loss_cls: 1.4507, loss: 1.4507, grad_norm: 6.1167 2021-07-17 23:12:11,866 - mmaction - INFO - Epoch [227][1360/1879] lr: 3.350e-03, eta: 13:06:13, time: 0.836, data_time: 0.007, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8457, loss_cls: 1.4303, loss: 1.4303, grad_norm: 6.2047 2021-07-17 23:12:28,783 - mmaction - INFO - Epoch [227][1380/1879] lr: 3.350e-03, eta: 13:05:55, time: 0.847, data_time: 0.006, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8449, loss_cls: 1.4245, loss: 1.4245, grad_norm: 6.0275 2021-07-17 23:12:45,440 - mmaction - INFO - Epoch [227][1400/1879] lr: 3.350e-03, eta: 13:05:38, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6461, top5_acc: 0.8316, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.2119 2021-07-17 23:13:02,242 - mmaction - INFO - Epoch [227][1420/1879] lr: 3.350e-03, eta: 13:05:21, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8344, loss_cls: 1.4694, loss: 1.4694, grad_norm: 5.8302 2021-07-17 23:13:19,085 - mmaction - INFO - Epoch [227][1440/1879] lr: 3.350e-03, eta: 13:05:03, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8332, loss_cls: 1.5054, loss: 1.5054, grad_norm: 6.2999 2021-07-17 23:13:35,849 - mmaction - INFO - Epoch [227][1460/1879] lr: 3.350e-03, eta: 13:04:46, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6605, top5_acc: 0.8359, loss_cls: 1.4531, loss: 1.4531, grad_norm: 6.0734 2021-07-17 23:13:52,644 - mmaction - INFO - Epoch [227][1480/1879] lr: 3.350e-03, eta: 13:04:28, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8316, loss_cls: 1.5034, loss: 1.5034, grad_norm: 6.1638 2021-07-17 23:14:09,410 - mmaction - INFO - Epoch [227][1500/1879] lr: 3.350e-03, eta: 13:04:11, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.3980, loss: 1.3980, grad_norm: 6.0637 2021-07-17 23:14:25,955 - mmaction - INFO - Epoch [227][1520/1879] lr: 3.350e-03, eta: 13:03:54, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8348, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.1898 2021-07-17 23:14:42,568 - mmaction - INFO - Epoch [227][1540/1879] lr: 3.350e-03, eta: 13:03:36, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8484, loss_cls: 1.4083, loss: 1.4083, grad_norm: 6.1422 2021-07-17 23:14:59,236 - mmaction - INFO - Epoch [227][1560/1879] lr: 3.350e-03, eta: 13:03:19, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4599, loss: 1.4599, grad_norm: 6.2142 2021-07-17 23:15:16,114 - mmaction - INFO - Epoch [227][1580/1879] lr: 3.350e-03, eta: 13:03:01, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8441, loss_cls: 1.4508, loss: 1.4508, grad_norm: 6.2119 2021-07-17 23:15:32,750 - mmaction - INFO - Epoch [227][1600/1879] lr: 3.350e-03, eta: 13:02:44, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4544, loss: 1.4544, grad_norm: 6.0372 2021-07-17 23:15:49,348 - mmaction - INFO - Epoch [227][1620/1879] lr: 3.350e-03, eta: 13:02:27, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8367, loss_cls: 1.4154, loss: 1.4154, grad_norm: 5.8411 2021-07-17 23:16:05,980 - mmaction - INFO - Epoch [227][1640/1879] lr: 3.350e-03, eta: 13:02:09, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8465, loss_cls: 1.4173, loss: 1.4173, grad_norm: 6.0059 2021-07-17 23:16:22,825 - mmaction - INFO - Epoch [227][1660/1879] lr: 3.350e-03, eta: 13:01:52, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6395, top5_acc: 0.8348, loss_cls: 1.4813, loss: 1.4813, grad_norm: 6.0603 2021-07-17 23:16:39,505 - mmaction - INFO - Epoch [227][1680/1879] lr: 3.350e-03, eta: 13:01:34, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4262, loss: 1.4262, grad_norm: 6.1281 2021-07-17 23:16:56,269 - mmaction - INFO - Epoch [227][1700/1879] lr: 3.350e-03, eta: 13:01:17, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8359, loss_cls: 1.4360, loss: 1.4360, grad_norm: 6.1400 2021-07-17 23:17:13,011 - mmaction - INFO - Epoch [227][1720/1879] lr: 3.350e-03, eta: 13:01:00, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8332, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.1511 2021-07-17 23:17:29,777 - mmaction - INFO - Epoch [227][1740/1879] lr: 3.350e-03, eta: 13:00:42, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8449, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.1332 2021-07-17 23:17:46,506 - mmaction - INFO - Epoch [227][1760/1879] lr: 3.350e-03, eta: 13:00:25, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8406, loss_cls: 1.4768, loss: 1.4768, grad_norm: 6.2682 2021-07-17 23:18:03,266 - mmaction - INFO - Epoch [227][1780/1879] lr: 3.350e-03, eta: 13:00:07, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6344, top5_acc: 0.8371, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.2257 2021-07-17 23:18:20,004 - mmaction - INFO - Epoch [227][1800/1879] lr: 3.350e-03, eta: 12:59:50, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8395, loss_cls: 1.4662, loss: 1.4662, grad_norm: 6.2558 2021-07-17 23:18:36,559 - mmaction - INFO - Epoch [227][1820/1879] lr: 3.350e-03, eta: 12:59:33, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8371, loss_cls: 1.4780, loss: 1.4780, grad_norm: 6.2093 2021-07-17 23:18:53,232 - mmaction - INFO - Epoch [227][1840/1879] lr: 3.350e-03, eta: 12:59:15, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8395, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.0676 2021-07-17 23:19:09,985 - mmaction - INFO - Epoch [227][1860/1879] lr: 3.350e-03, eta: 12:58:58, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6355, top5_acc: 0.8367, loss_cls: 1.5110, loss: 1.5110, grad_norm: 6.2431 2021-07-17 23:19:28,979 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 23:19:28,982 - mmaction - INFO - 106 BN found 2021-07-17 23:24:18,335 - mmaction - INFO - BN stats updated 2021-07-17 23:25:12,916 - mmaction - INFO - Epoch [228][20/1879] lr: 3.133e-03, eta: 12:58:35, time: 2.627, data_time: 1.808, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8441, loss_cls: 1.4463, loss: 1.4463, grad_norm: 5.9506 2021-07-17 23:25:29,049 - mmaction - INFO - Epoch [228][40/1879] lr: 3.133e-03, eta: 12:58:17, time: 0.805, data_time: 0.001, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8387, loss_cls: 1.4836, loss: 1.4836, grad_norm: 6.1045 2021-07-17 23:25:45,518 - mmaction - INFO - Epoch [228][60/1879] lr: 3.133e-03, eta: 12:58:00, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8344, loss_cls: 1.4954, loss: 1.4954, grad_norm: 6.2226 2021-07-17 23:26:01,789 - mmaction - INFO - Epoch [228][80/1879] lr: 3.133e-03, eta: 12:57:42, time: 0.812, data_time: 0.001, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8512, loss_cls: 1.4719, loss: 1.4719, grad_norm: 6.0010 2021-07-17 23:26:18,396 - mmaction - INFO - Epoch [228][100/1879] lr: 3.133e-03, eta: 12:57:25, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8383, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.9313 2021-07-17 23:26:35,110 - mmaction - INFO - Epoch [228][120/1879] lr: 3.133e-03, eta: 12:57:07, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8449, loss_cls: 1.4310, loss: 1.4310, grad_norm: 6.0562 2021-07-17 23:26:51,750 - mmaction - INFO - Epoch [228][140/1879] lr: 3.133e-03, eta: 12:56:50, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8355, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.1850 2021-07-17 23:27:08,502 - mmaction - INFO - Epoch [228][160/1879] lr: 3.133e-03, eta: 12:56:33, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8418, loss_cls: 1.4397, loss: 1.4397, grad_norm: 5.9903 2021-07-17 23:27:25,325 - mmaction - INFO - Epoch [228][180/1879] lr: 3.133e-03, eta: 12:56:15, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8383, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.9288 2021-07-17 23:27:42,052 - mmaction - INFO - Epoch [228][200/1879] lr: 3.133e-03, eta: 12:55:58, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8367, loss_cls: 1.4513, loss: 1.4513, grad_norm: 5.9706 2021-07-17 23:27:58,736 - mmaction - INFO - Epoch [228][220/1879] lr: 3.133e-03, eta: 12:55:40, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8426, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.0095 2021-07-17 23:28:15,594 - mmaction - INFO - Epoch [228][240/1879] lr: 3.133e-03, eta: 12:55:23, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8449, loss_cls: 1.4366, loss: 1.4366, grad_norm: 6.1203 2021-07-17 23:28:32,348 - mmaction - INFO - Epoch [228][260/1879] lr: 3.133e-03, eta: 12:55:06, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8535, loss_cls: 1.3565, loss: 1.3565, grad_norm: 5.9165 2021-07-17 23:28:49,016 - mmaction - INFO - Epoch [228][280/1879] lr: 3.133e-03, eta: 12:54:48, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8387, loss_cls: 1.4316, loss: 1.4316, grad_norm: 5.9049 2021-07-17 23:29:05,547 - mmaction - INFO - Epoch [228][300/1879] lr: 3.133e-03, eta: 12:54:31, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8324, loss_cls: 1.4734, loss: 1.4734, grad_norm: 6.0704 2021-07-17 23:29:22,301 - mmaction - INFO - Epoch [228][320/1879] lr: 3.133e-03, eta: 12:54:13, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8348, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.0050 2021-07-17 23:29:39,096 - mmaction - INFO - Epoch [228][340/1879] lr: 3.133e-03, eta: 12:53:56, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8512, loss_cls: 1.4088, loss: 1.4088, grad_norm: 6.1571 2021-07-17 23:29:55,919 - mmaction - INFO - Epoch [228][360/1879] lr: 3.133e-03, eta: 12:53:39, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8496, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.0126 2021-07-17 23:30:12,696 - mmaction - INFO - Epoch [228][380/1879] lr: 3.133e-03, eta: 12:53:21, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8504, loss_cls: 1.4127, loss: 1.4127, grad_norm: 6.1878 2021-07-17 23:30:29,542 - mmaction - INFO - Epoch [228][400/1879] lr: 3.133e-03, eta: 12:53:04, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8527, loss_cls: 1.3990, loss: 1.3990, grad_norm: 6.0417 2021-07-17 23:30:46,194 - mmaction - INFO - Epoch [228][420/1879] lr: 3.133e-03, eta: 12:52:47, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8473, loss_cls: 1.4197, loss: 1.4197, grad_norm: 6.0953 2021-07-17 23:31:02,947 - mmaction - INFO - Epoch [228][440/1879] lr: 3.133e-03, eta: 12:52:29, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8383, loss_cls: 1.4574, loss: 1.4574, grad_norm: 6.0974 2021-07-17 23:31:19,757 - mmaction - INFO - Epoch [228][460/1879] lr: 3.133e-03, eta: 12:52:12, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8473, loss_cls: 1.4179, loss: 1.4179, grad_norm: 6.1713 2021-07-17 23:31:36,357 - mmaction - INFO - Epoch [228][480/1879] lr: 3.133e-03, eta: 12:51:54, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6711, top5_acc: 0.8535, loss_cls: 1.3856, loss: 1.3856, grad_norm: 6.1052 2021-07-17 23:31:53,000 - mmaction - INFO - Epoch [228][500/1879] lr: 3.133e-03, eta: 12:51:37, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4053, loss: 1.4053, grad_norm: 6.0799 2021-07-17 23:32:09,620 - mmaction - INFO - Epoch [228][520/1879] lr: 3.133e-03, eta: 12:51:20, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8434, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.0899 2021-07-17 23:32:26,238 - mmaction - INFO - Epoch [228][540/1879] lr: 3.133e-03, eta: 12:51:02, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8512, loss_cls: 1.3739, loss: 1.3739, grad_norm: 6.1014 2021-07-17 23:32:42,939 - mmaction - INFO - Epoch [228][560/1879] lr: 3.133e-03, eta: 12:50:45, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6488, top5_acc: 0.8445, loss_cls: 1.4542, loss: 1.4542, grad_norm: 6.2817 2021-07-17 23:32:59,735 - mmaction - INFO - Epoch [228][580/1879] lr: 3.133e-03, eta: 12:50:27, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8250, loss_cls: 1.5068, loss: 1.5068, grad_norm: 6.1801 2021-07-17 23:33:16,423 - mmaction - INFO - Epoch [228][600/1879] lr: 3.133e-03, eta: 12:50:10, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8465, loss_cls: 1.4011, loss: 1.4011, grad_norm: 5.9044 2021-07-17 23:33:33,694 - mmaction - INFO - Epoch [228][620/1879] lr: 3.133e-03, eta: 12:49:53, time: 0.864, data_time: 0.002, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8324, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.1095 2021-07-17 23:33:50,259 - mmaction - INFO - Epoch [228][640/1879] lr: 3.133e-03, eta: 12:49:35, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8406, loss_cls: 1.4319, loss: 1.4319, grad_norm: 6.0823 2021-07-17 23:34:06,966 - mmaction - INFO - Epoch [228][660/1879] lr: 3.133e-03, eta: 12:49:18, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8465, loss_cls: 1.4149, loss: 1.4149, grad_norm: 6.2258 2021-07-17 23:34:23,671 - mmaction - INFO - Epoch [228][680/1879] lr: 3.133e-03, eta: 12:49:01, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8480, loss_cls: 1.4307, loss: 1.4307, grad_norm: 6.2541 2021-07-17 23:34:40,514 - mmaction - INFO - Epoch [228][700/1879] lr: 3.133e-03, eta: 12:48:43, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8426, loss_cls: 1.4540, loss: 1.4540, grad_norm: 6.1891 2021-07-17 23:34:57,142 - mmaction - INFO - Epoch [228][720/1879] lr: 3.133e-03, eta: 12:48:26, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8453, loss_cls: 1.4345, loss: 1.4345, grad_norm: 6.3165 2021-07-17 23:35:13,771 - mmaction - INFO - Epoch [228][740/1879] lr: 3.133e-03, eta: 12:48:08, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.0153 2021-07-17 23:35:30,941 - mmaction - INFO - Epoch [228][760/1879] lr: 3.133e-03, eta: 12:47:51, time: 0.858, data_time: 0.001, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8457, loss_cls: 1.4128, loss: 1.4128, grad_norm: 6.0694 2021-07-17 23:35:47,877 - mmaction - INFO - Epoch [228][780/1879] lr: 3.133e-03, eta: 12:47:34, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8547, loss_cls: 1.4136, loss: 1.4136, grad_norm: 6.3188 2021-07-17 23:36:04,666 - mmaction - INFO - Epoch [228][800/1879] lr: 3.133e-03, eta: 12:47:17, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8367, loss_cls: 1.4856, loss: 1.4856, grad_norm: 6.1439 2021-07-17 23:36:21,298 - mmaction - INFO - Epoch [228][820/1879] lr: 3.133e-03, eta: 12:46:59, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8496, loss_cls: 1.4422, loss: 1.4422, grad_norm: 6.2062 2021-07-17 23:36:37,999 - mmaction - INFO - Epoch [228][840/1879] lr: 3.133e-03, eta: 12:46:42, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8379, loss_cls: 1.4804, loss: 1.4804, grad_norm: 6.1386 2021-07-17 23:36:54,729 - mmaction - INFO - Epoch [228][860/1879] lr: 3.133e-03, eta: 12:46:24, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8402, loss_cls: 1.4824, loss: 1.4824, grad_norm: 6.1421 2021-07-17 23:37:11,414 - mmaction - INFO - Epoch [228][880/1879] lr: 3.133e-03, eta: 12:46:07, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8426, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.0871 2021-07-17 23:37:28,264 - mmaction - INFO - Epoch [228][900/1879] lr: 3.133e-03, eta: 12:45:50, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8469, loss_cls: 1.3922, loss: 1.3922, grad_norm: 6.0987 2021-07-17 23:37:44,890 - mmaction - INFO - Epoch [228][920/1879] lr: 3.133e-03, eta: 12:45:32, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8465, loss_cls: 1.3875, loss: 1.3875, grad_norm: 6.0343 2021-07-17 23:38:01,715 - mmaction - INFO - Epoch [228][940/1879] lr: 3.133e-03, eta: 12:45:15, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8578, loss_cls: 1.3572, loss: 1.3572, grad_norm: 5.9777 2021-07-17 23:38:18,547 - mmaction - INFO - Epoch [228][960/1879] lr: 3.133e-03, eta: 12:44:58, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8434, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.1830 2021-07-17 23:38:35,335 - mmaction - INFO - Epoch [228][980/1879] lr: 3.133e-03, eta: 12:44:40, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3946, loss: 1.3946, grad_norm: 6.0676 2021-07-17 23:38:52,069 - mmaction - INFO - Epoch [228][1000/1879] lr: 3.133e-03, eta: 12:44:23, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8449, loss_cls: 1.4389, loss: 1.4389, grad_norm: 6.1210 2021-07-17 23:39:08,585 - mmaction - INFO - Epoch [228][1020/1879] lr: 3.133e-03, eta: 12:44:05, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8355, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.3557 2021-07-17 23:39:25,371 - mmaction - INFO - Epoch [228][1040/1879] lr: 3.133e-03, eta: 12:43:48, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3873, loss: 1.3873, grad_norm: 6.1338 2021-07-17 23:39:41,933 - mmaction - INFO - Epoch [228][1060/1879] lr: 3.133e-03, eta: 12:43:31, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6445, top5_acc: 0.8316, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.2132 2021-07-17 23:39:58,703 - mmaction - INFO - Epoch [228][1080/1879] lr: 3.133e-03, eta: 12:43:13, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8414, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.1915 2021-07-17 23:40:15,475 - mmaction - INFO - Epoch [228][1100/1879] lr: 3.133e-03, eta: 12:42:56, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6516, top5_acc: 0.8426, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.0098 2021-07-17 23:40:32,365 - mmaction - INFO - Epoch [228][1120/1879] lr: 3.133e-03, eta: 12:42:39, time: 0.844, data_time: 0.006, memory: 6455, top1_acc: 0.6387, top5_acc: 0.8375, loss_cls: 1.5103, loss: 1.5103, grad_norm: 6.2726 2021-07-17 23:40:48,936 - mmaction - INFO - Epoch [228][1140/1879] lr: 3.133e-03, eta: 12:42:21, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8449, loss_cls: 1.4098, loss: 1.4098, grad_norm: 6.0380 2021-07-17 23:41:05,756 - mmaction - INFO - Epoch [228][1160/1879] lr: 3.133e-03, eta: 12:42:04, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8387, loss_cls: 1.4533, loss: 1.4533, grad_norm: 6.2394 2021-07-17 23:41:22,282 - mmaction - INFO - Epoch [228][1180/1879] lr: 3.133e-03, eta: 12:41:46, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4163, loss: 1.4163, grad_norm: 6.1452 2021-07-17 23:41:39,009 - mmaction - INFO - Epoch [228][1200/1879] lr: 3.133e-03, eta: 12:41:29, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8285, loss_cls: 1.5101, loss: 1.5101, grad_norm: 6.1135 2021-07-17 23:41:55,684 - mmaction - INFO - Epoch [228][1220/1879] lr: 3.133e-03, eta: 12:41:12, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8367, loss_cls: 1.4505, loss: 1.4505, grad_norm: 6.0272 2021-07-17 23:42:12,372 - mmaction - INFO - Epoch [228][1240/1879] lr: 3.133e-03, eta: 12:40:54, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8496, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.0923 2021-07-17 23:42:29,242 - mmaction - INFO - Epoch [228][1260/1879] lr: 3.133e-03, eta: 12:40:37, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8512, loss_cls: 1.4164, loss: 1.4164, grad_norm: 6.2839 2021-07-17 23:42:45,951 - mmaction - INFO - Epoch [228][1280/1879] lr: 3.133e-03, eta: 12:40:19, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.1562 2021-07-17 23:43:02,671 - mmaction - INFO - Epoch [228][1300/1879] lr: 3.133e-03, eta: 12:40:02, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8574, loss_cls: 1.3877, loss: 1.3877, grad_norm: 6.0992 2021-07-17 23:43:19,473 - mmaction - INFO - Epoch [228][1320/1879] lr: 3.133e-03, eta: 12:39:45, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3753, loss: 1.3753, grad_norm: 6.0888 2021-07-17 23:43:36,310 - mmaction - INFO - Epoch [228][1340/1879] lr: 3.133e-03, eta: 12:39:27, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8355, loss_cls: 1.4696, loss: 1.4696, grad_norm: 6.3421 2021-07-17 23:43:53,256 - mmaction - INFO - Epoch [228][1360/1879] lr: 3.133e-03, eta: 12:39:10, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8508, loss_cls: 1.4128, loss: 1.4128, grad_norm: 6.2013 2021-07-17 23:44:09,885 - mmaction - INFO - Epoch [228][1380/1879] lr: 3.133e-03, eta: 12:38:53, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6473, top5_acc: 0.8465, loss_cls: 1.4565, loss: 1.4565, grad_norm: 6.2676 2021-07-17 23:44:26,681 - mmaction - INFO - Epoch [228][1400/1879] lr: 3.133e-03, eta: 12:38:35, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8527, loss_cls: 1.4012, loss: 1.4012, grad_norm: 6.0896 2021-07-17 23:44:43,517 - mmaction - INFO - Epoch [228][1420/1879] lr: 3.133e-03, eta: 12:38:18, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.3979, loss: 1.3979, grad_norm: 5.9859 2021-07-17 23:45:00,316 - mmaction - INFO - Epoch [228][1440/1879] lr: 3.133e-03, eta: 12:38:01, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8477, loss_cls: 1.3985, loss: 1.3985, grad_norm: 6.0242 2021-07-17 23:45:17,075 - mmaction - INFO - Epoch [228][1460/1879] lr: 3.133e-03, eta: 12:37:43, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6375, top5_acc: 0.8293, loss_cls: 1.5190, loss: 1.5190, grad_norm: 6.3290 2021-07-17 23:45:33,896 - mmaction - INFO - Epoch [228][1480/1879] lr: 3.133e-03, eta: 12:37:26, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8426, loss_cls: 1.4486, loss: 1.4486, grad_norm: 6.0812 2021-07-17 23:45:50,651 - mmaction - INFO - Epoch [228][1500/1879] lr: 3.133e-03, eta: 12:37:09, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8348, loss_cls: 1.4718, loss: 1.4718, grad_norm: 6.1070 2021-07-17 23:46:07,367 - mmaction - INFO - Epoch [228][1520/1879] lr: 3.133e-03, eta: 12:36:51, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4169, loss: 1.4169, grad_norm: 6.1328 2021-07-17 23:46:24,076 - mmaction - INFO - Epoch [228][1540/1879] lr: 3.133e-03, eta: 12:36:34, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8496, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.1887 2021-07-17 23:46:40,986 - mmaction - INFO - Epoch [228][1560/1879] lr: 3.133e-03, eta: 12:36:17, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8352, loss_cls: 1.4240, loss: 1.4240, grad_norm: 6.0690 2021-07-17 23:46:57,717 - mmaction - INFO - Epoch [228][1580/1879] lr: 3.133e-03, eta: 12:35:59, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6691, top5_acc: 0.8398, loss_cls: 1.4507, loss: 1.4507, grad_norm: 6.0539 2021-07-17 23:47:14,393 - mmaction - INFO - Epoch [228][1600/1879] lr: 3.133e-03, eta: 12:35:42, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8402, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.0742 2021-07-17 23:47:31,137 - mmaction - INFO - Epoch [228][1620/1879] lr: 3.133e-03, eta: 12:35:25, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4563, loss: 1.4563, grad_norm: 6.2001 2021-07-17 23:47:47,865 - mmaction - INFO - Epoch [228][1640/1879] lr: 3.133e-03, eta: 12:35:07, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.1750 2021-07-17 23:48:04,718 - mmaction - INFO - Epoch [228][1660/1879] lr: 3.133e-03, eta: 12:34:50, time: 0.844, data_time: 0.006, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8434, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.3298 2021-07-17 23:48:21,465 - mmaction - INFO - Epoch [228][1680/1879] lr: 3.133e-03, eta: 12:34:32, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8465, loss_cls: 1.4183, loss: 1.4183, grad_norm: 6.1979 2021-07-17 23:48:38,151 - mmaction - INFO - Epoch [228][1700/1879] lr: 3.133e-03, eta: 12:34:15, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8492, loss_cls: 1.4080, loss: 1.4080, grad_norm: 6.1489 2021-07-17 23:48:54,885 - mmaction - INFO - Epoch [228][1720/1879] lr: 3.133e-03, eta: 12:33:58, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8496, loss_cls: 1.4400, loss: 1.4400, grad_norm: 6.2580 2021-07-17 23:49:11,578 - mmaction - INFO - Epoch [228][1740/1879] lr: 3.133e-03, eta: 12:33:40, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6449, top5_acc: 0.8355, loss_cls: 1.4703, loss: 1.4703, grad_norm: 6.1906 2021-07-17 23:49:28,324 - mmaction - INFO - Epoch [228][1760/1879] lr: 3.133e-03, eta: 12:33:23, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6465, top5_acc: 0.8465, loss_cls: 1.4698, loss: 1.4698, grad_norm: 6.2879 2021-07-17 23:49:44,992 - mmaction - INFO - Epoch [228][1780/1879] lr: 3.133e-03, eta: 12:33:06, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8523, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.1073 2021-07-17 23:50:01,955 - mmaction - INFO - Epoch [228][1800/1879] lr: 3.133e-03, eta: 12:32:48, time: 0.848, data_time: 0.001, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8418, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.1144 2021-07-17 23:50:18,709 - mmaction - INFO - Epoch [228][1820/1879] lr: 3.133e-03, eta: 12:32:31, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8340, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.1502 2021-07-17 23:50:35,422 - mmaction - INFO - Epoch [228][1840/1879] lr: 3.133e-03, eta: 12:32:14, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8410, loss_cls: 1.4169, loss: 1.4169, grad_norm: 6.2055 2021-07-17 23:50:52,200 - mmaction - INFO - Epoch [228][1860/1879] lr: 3.133e-03, eta: 12:31:56, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8418, loss_cls: 1.4616, loss: 1.4616, grad_norm: 6.2956 2021-07-17 23:51:11,682 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-17 23:51:11,685 - mmaction - INFO - 106 BN found 2021-07-17 23:56:02,579 - mmaction - INFO - BN stats updated 2021-07-17 23:56:04,594 - mmaction - INFO - Saving checkpoint at 228 epochs 2021-07-17 23:56:58,078 - mmaction - INFO - Epoch [229][20/1879] lr: 2.923e-03, eta: 12:31:30, time: 2.378, data_time: 1.589, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8496, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.0401 2021-07-17 23:57:14,431 - mmaction - INFO - Epoch [229][40/1879] lr: 2.923e-03, eta: 12:31:13, time: 0.815, data_time: 0.005, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8461, loss_cls: 1.3897, loss: 1.3897, grad_norm: 6.0301 2021-07-17 23:57:30,808 - mmaction - INFO - Epoch [229][60/1879] lr: 2.923e-03, eta: 12:30:55, time: 0.818, data_time: 0.005, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8441, loss_cls: 1.4005, loss: 1.4005, grad_norm: 5.9999 2021-07-17 23:57:47,158 - mmaction - INFO - Epoch [229][80/1879] lr: 2.923e-03, eta: 12:30:38, time: 0.821, data_time: 0.005, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8434, loss_cls: 1.4009, loss: 1.4009, grad_norm: 5.9010 2021-07-17 23:58:03,652 - mmaction - INFO - Epoch [229][100/1879] lr: 2.923e-03, eta: 12:30:20, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8535, loss_cls: 1.3916, loss: 1.3916, grad_norm: 6.2274 2021-07-17 23:58:20,141 - mmaction - INFO - Epoch [229][120/1879] lr: 2.923e-03, eta: 12:30:03, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8551, loss_cls: 1.3947, loss: 1.3947, grad_norm: 6.1269 2021-07-17 23:58:36,911 - mmaction - INFO - Epoch [229][140/1879] lr: 2.923e-03, eta: 12:29:45, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8520, loss_cls: 1.4127, loss: 1.4127, grad_norm: 6.1811 2021-07-17 23:58:53,531 - mmaction - INFO - Epoch [229][160/1879] lr: 2.923e-03, eta: 12:29:28, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8398, loss_cls: 1.4360, loss: 1.4360, grad_norm: 6.2320 2021-07-17 23:59:10,292 - mmaction - INFO - Epoch [229][180/1879] lr: 2.923e-03, eta: 12:29:11, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8461, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.0140 2021-07-17 23:59:26,965 - mmaction - INFO - Epoch [229][200/1879] lr: 2.923e-03, eta: 12:28:53, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8504, loss_cls: 1.3677, loss: 1.3677, grad_norm: 5.9618 2021-07-17 23:59:43,955 - mmaction - INFO - Epoch [229][220/1879] lr: 2.923e-03, eta: 12:28:36, time: 0.848, data_time: 0.006, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8543, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.0697 2021-07-18 00:00:00,680 - mmaction - INFO - Epoch [229][240/1879] lr: 2.923e-03, eta: 12:28:19, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8281, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.2749 2021-07-18 00:00:20,739 - mmaction - INFO - Epoch [229][260/1879] lr: 2.923e-03, eta: 12:28:03, time: 0.989, data_time: 0.003, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8520, loss_cls: 1.3706, loss: 1.3706, grad_norm: 5.8812 2021-07-18 00:00:37,534 - mmaction - INFO - Epoch [229][280/1879] lr: 2.923e-03, eta: 12:27:46, time: 0.854, data_time: 0.028, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8465, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.1253 2021-07-18 00:00:54,205 - mmaction - INFO - Epoch [229][300/1879] lr: 2.923e-03, eta: 12:27:28, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8352, loss_cls: 1.4887, loss: 1.4887, grad_norm: 6.2566 2021-07-18 00:01:11,028 - mmaction - INFO - Epoch [229][320/1879] lr: 2.923e-03, eta: 12:27:11, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8488, loss_cls: 1.4123, loss: 1.4123, grad_norm: 6.0803 2021-07-18 00:01:27,832 - mmaction - INFO - Epoch [229][340/1879] lr: 2.923e-03, eta: 12:26:54, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8504, loss_cls: 1.4218, loss: 1.4218, grad_norm: 6.1583 2021-07-18 00:01:44,450 - mmaction - INFO - Epoch [229][360/1879] lr: 2.923e-03, eta: 12:26:36, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8441, loss_cls: 1.4501, loss: 1.4501, grad_norm: 6.3527 2021-07-18 00:02:01,409 - mmaction - INFO - Epoch [229][380/1879] lr: 2.923e-03, eta: 12:26:19, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8445, loss_cls: 1.4281, loss: 1.4281, grad_norm: 6.0963 2021-07-18 00:02:18,204 - mmaction - INFO - Epoch [229][400/1879] lr: 2.923e-03, eta: 12:26:02, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8520, loss_cls: 1.3893, loss: 1.3893, grad_norm: 6.0381 2021-07-18 00:02:34,877 - mmaction - INFO - Epoch [229][420/1879] lr: 2.923e-03, eta: 12:25:44, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8629, loss_cls: 1.3378, loss: 1.3378, grad_norm: 6.0559 2021-07-18 00:02:51,658 - mmaction - INFO - Epoch [229][440/1879] lr: 2.923e-03, eta: 12:25:27, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8426, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.2330 2021-07-18 00:03:08,403 - mmaction - INFO - Epoch [229][460/1879] lr: 2.923e-03, eta: 12:25:09, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4106, loss: 1.4106, grad_norm: 6.1510 2021-07-18 00:03:25,146 - mmaction - INFO - Epoch [229][480/1879] lr: 2.923e-03, eta: 12:24:52, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8301, loss_cls: 1.4570, loss: 1.4570, grad_norm: 6.2237 2021-07-18 00:03:41,890 - mmaction - INFO - Epoch [229][500/1879] lr: 2.923e-03, eta: 12:24:35, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8445, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.0899 2021-07-18 00:03:58,666 - mmaction - INFO - Epoch [229][520/1879] lr: 2.923e-03, eta: 12:24:17, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.1341 2021-07-18 00:04:15,556 - mmaction - INFO - Epoch [229][540/1879] lr: 2.923e-03, eta: 12:24:00, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8441, loss_cls: 1.3938, loss: 1.3938, grad_norm: 6.0438 2021-07-18 00:04:32,117 - mmaction - INFO - Epoch [229][560/1879] lr: 2.923e-03, eta: 12:23:43, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8523, loss_cls: 1.3756, loss: 1.3756, grad_norm: 6.0933 2021-07-18 00:04:49,098 - mmaction - INFO - Epoch [229][580/1879] lr: 2.923e-03, eta: 12:23:25, time: 0.848, data_time: 0.003, memory: 6455, top1_acc: 0.6691, top5_acc: 0.8484, loss_cls: 1.3952, loss: 1.3952, grad_norm: 6.0217 2021-07-18 00:05:05,789 - mmaction - INFO - Epoch [229][600/1879] lr: 2.923e-03, eta: 12:23:08, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8379, loss_cls: 1.4256, loss: 1.4256, grad_norm: 6.1846 2021-07-18 00:05:22,566 - mmaction - INFO - Epoch [229][620/1879] lr: 2.923e-03, eta: 12:22:51, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6543, top5_acc: 0.8418, loss_cls: 1.4490, loss: 1.4490, grad_norm: 6.2926 2021-07-18 00:05:39,432 - mmaction - INFO - Epoch [229][640/1879] lr: 2.923e-03, eta: 12:22:33, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.6734, top5_acc: 0.8574, loss_cls: 1.3609, loss: 1.3609, grad_norm: 6.2034 2021-07-18 00:05:56,321 - mmaction - INFO - Epoch [229][660/1879] lr: 2.923e-03, eta: 12:22:16, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8562, loss_cls: 1.3492, loss: 1.3492, grad_norm: 6.1308 2021-07-18 00:06:13,149 - mmaction - INFO - Epoch [229][680/1879] lr: 2.923e-03, eta: 12:21:59, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.2002 2021-07-18 00:06:29,903 - mmaction - INFO - Epoch [229][700/1879] lr: 2.923e-03, eta: 12:21:42, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8422, loss_cls: 1.4347, loss: 1.4347, grad_norm: 6.2513 2021-07-18 00:06:46,731 - mmaction - INFO - Epoch [229][720/1879] lr: 2.923e-03, eta: 12:21:24, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4077, loss: 1.4077, grad_norm: 6.2054 2021-07-18 00:07:03,643 - mmaction - INFO - Epoch [229][740/1879] lr: 2.923e-03, eta: 12:21:07, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8398, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.1970 2021-07-18 00:07:20,417 - mmaction - INFO - Epoch [229][760/1879] lr: 2.923e-03, eta: 12:20:50, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6711, top5_acc: 0.8504, loss_cls: 1.3842, loss: 1.3842, grad_norm: 6.1706 2021-07-18 00:07:37,192 - mmaction - INFO - Epoch [229][780/1879] lr: 2.923e-03, eta: 12:20:32, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8527, loss_cls: 1.3888, loss: 1.3888, grad_norm: 6.0989 2021-07-18 00:07:54,045 - mmaction - INFO - Epoch [229][800/1879] lr: 2.923e-03, eta: 12:20:15, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8480, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.2410 2021-07-18 00:08:11,035 - mmaction - INFO - Epoch [229][820/1879] lr: 2.923e-03, eta: 12:19:58, time: 0.850, data_time: 0.006, memory: 6455, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.3954, loss: 1.3954, grad_norm: 6.0785 2021-07-18 00:08:27,733 - mmaction - INFO - Epoch [229][840/1879] lr: 2.923e-03, eta: 12:19:40, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.0044 2021-07-18 00:08:44,809 - mmaction - INFO - Epoch [229][860/1879] lr: 2.923e-03, eta: 12:19:23, time: 0.854, data_time: 0.003, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8465, loss_cls: 1.4102, loss: 1.4102, grad_norm: 6.0024 2021-07-18 00:09:01,638 - mmaction - INFO - Epoch [229][880/1879] lr: 2.923e-03, eta: 12:19:06, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6426, top5_acc: 0.8418, loss_cls: 1.4540, loss: 1.4540, grad_norm: 6.3235 2021-07-18 00:09:18,298 - mmaction - INFO - Epoch [229][900/1879] lr: 2.923e-03, eta: 12:18:48, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4071, loss: 1.4071, grad_norm: 6.0139 2021-07-18 00:09:35,041 - mmaction - INFO - Epoch [229][920/1879] lr: 2.923e-03, eta: 12:18:31, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.1088 2021-07-18 00:09:51,825 - mmaction - INFO - Epoch [229][940/1879] lr: 2.923e-03, eta: 12:18:14, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4313, loss: 1.4313, grad_norm: 6.3153 2021-07-18 00:10:08,619 - mmaction - INFO - Epoch [229][960/1879] lr: 2.923e-03, eta: 12:17:56, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8504, loss_cls: 1.4003, loss: 1.4003, grad_norm: 6.0927 2021-07-18 00:10:25,277 - mmaction - INFO - Epoch [229][980/1879] lr: 2.923e-03, eta: 12:17:39, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8582, loss_cls: 1.3773, loss: 1.3773, grad_norm: 6.0655 2021-07-18 00:10:42,109 - mmaction - INFO - Epoch [229][1000/1879] lr: 2.923e-03, eta: 12:17:22, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8492, loss_cls: 1.4111, loss: 1.4111, grad_norm: 6.2329 2021-07-18 00:10:58,788 - mmaction - INFO - Epoch [229][1020/1879] lr: 2.923e-03, eta: 12:17:04, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8418, loss_cls: 1.4144, loss: 1.4144, grad_norm: 6.2151 2021-07-18 00:11:15,628 - mmaction - INFO - Epoch [229][1040/1879] lr: 2.923e-03, eta: 12:16:47, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4201, loss: 1.4201, grad_norm: 6.4366 2021-07-18 00:11:32,638 - mmaction - INFO - Epoch [229][1060/1879] lr: 2.923e-03, eta: 12:16:30, time: 0.849, data_time: 0.003, memory: 6455, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.2293 2021-07-18 00:11:49,441 - mmaction - INFO - Epoch [229][1080/1879] lr: 2.923e-03, eta: 12:16:13, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8500, loss_cls: 1.4020, loss: 1.4020, grad_norm: 6.0323 2021-07-18 00:12:06,383 - mmaction - INFO - Epoch [229][1100/1879] lr: 2.923e-03, eta: 12:15:55, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.4022, loss: 1.4022, grad_norm: 6.0882 2021-07-18 00:12:22,973 - mmaction - INFO - Epoch [229][1120/1879] lr: 2.923e-03, eta: 12:15:38, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8395, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.2531 2021-07-18 00:12:39,765 - mmaction - INFO - Epoch [229][1140/1879] lr: 2.923e-03, eta: 12:15:20, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8566, loss_cls: 1.3970, loss: 1.3970, grad_norm: 6.1222 2021-07-18 00:12:56,389 - mmaction - INFO - Epoch [229][1160/1879] lr: 2.923e-03, eta: 12:15:03, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8430, loss_cls: 1.4231, loss: 1.4231, grad_norm: 6.2159 2021-07-18 00:13:13,162 - mmaction - INFO - Epoch [229][1180/1879] lr: 2.923e-03, eta: 12:14:46, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8543, loss_cls: 1.3751, loss: 1.3751, grad_norm: 6.0691 2021-07-18 00:13:29,958 - mmaction - INFO - Epoch [229][1200/1879] lr: 2.923e-03, eta: 12:14:28, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8469, loss_cls: 1.3632, loss: 1.3632, grad_norm: 6.1161 2021-07-18 00:13:46,956 - mmaction - INFO - Epoch [229][1220/1879] lr: 2.923e-03, eta: 12:14:11, time: 0.849, data_time: 0.006, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8426, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.2270 2021-07-18 00:14:03,770 - mmaction - INFO - Epoch [229][1240/1879] lr: 2.923e-03, eta: 12:13:54, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6543, top5_acc: 0.8496, loss_cls: 1.4287, loss: 1.4287, grad_norm: 6.2852 2021-07-18 00:14:20,524 - mmaction - INFO - Epoch [229][1260/1879] lr: 2.923e-03, eta: 12:13:37, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8395, loss_cls: 1.4753, loss: 1.4753, grad_norm: 6.3830 2021-07-18 00:14:37,346 - mmaction - INFO - Epoch [229][1280/1879] lr: 2.923e-03, eta: 12:13:19, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3618, loss: 1.3618, grad_norm: 6.1275 2021-07-18 00:14:54,007 - mmaction - INFO - Epoch [229][1300/1879] lr: 2.923e-03, eta: 12:13:02, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8488, loss_cls: 1.4312, loss: 1.4312, grad_norm: 6.2537 2021-07-18 00:15:10,669 - mmaction - INFO - Epoch [229][1320/1879] lr: 2.923e-03, eta: 12:12:44, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8340, loss_cls: 1.4596, loss: 1.4596, grad_norm: 6.2929 2021-07-18 00:15:27,408 - mmaction - INFO - Epoch [229][1340/1879] lr: 2.923e-03, eta: 12:12:27, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8504, loss_cls: 1.3472, loss: 1.3472, grad_norm: 5.9838 2021-07-18 00:15:44,223 - mmaction - INFO - Epoch [229][1360/1879] lr: 2.923e-03, eta: 12:12:10, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4700, loss: 1.4700, grad_norm: 6.1846 2021-07-18 00:16:00,945 - mmaction - INFO - Epoch [229][1380/1879] lr: 2.923e-03, eta: 12:11:52, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.1557 2021-07-18 00:16:17,847 - mmaction - INFO - Epoch [229][1400/1879] lr: 2.923e-03, eta: 12:11:35, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.0441 2021-07-18 00:16:34,486 - mmaction - INFO - Epoch [229][1420/1879] lr: 2.923e-03, eta: 12:11:18, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.2501 2021-07-18 00:16:51,381 - mmaction - INFO - Epoch [229][1440/1879] lr: 2.923e-03, eta: 12:11:00, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8301, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.2445 2021-07-18 00:17:08,209 - mmaction - INFO - Epoch [229][1460/1879] lr: 2.923e-03, eta: 12:10:43, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6586, top5_acc: 0.8551, loss_cls: 1.4338, loss: 1.4338, grad_norm: 6.2693 2021-07-18 00:17:24,892 - mmaction - INFO - Epoch [229][1480/1879] lr: 2.923e-03, eta: 12:10:26, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8438, loss_cls: 1.4074, loss: 1.4074, grad_norm: 6.1114 2021-07-18 00:17:41,658 - mmaction - INFO - Epoch [229][1500/1879] lr: 2.923e-03, eta: 12:10:08, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6520, top5_acc: 0.8469, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.2586 2021-07-18 00:17:58,240 - mmaction - INFO - Epoch [229][1520/1879] lr: 2.923e-03, eta: 12:09:51, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8527, loss_cls: 1.3664, loss: 1.3664, grad_norm: 6.2049 2021-07-18 00:18:15,029 - mmaction - INFO - Epoch [229][1540/1879] lr: 2.923e-03, eta: 12:09:34, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8473, loss_cls: 1.4232, loss: 1.4232, grad_norm: 6.2111 2021-07-18 00:18:31,638 - mmaction - INFO - Epoch [229][1560/1879] lr: 2.923e-03, eta: 12:09:16, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8332, loss_cls: 1.4380, loss: 1.4380, grad_norm: 6.1936 2021-07-18 00:18:48,405 - mmaction - INFO - Epoch [229][1580/1879] lr: 2.923e-03, eta: 12:08:59, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8297, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.2688 2021-07-18 00:19:05,257 - mmaction - INFO - Epoch [229][1600/1879] lr: 2.923e-03, eta: 12:08:42, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4395, loss: 1.4395, grad_norm: 6.1038 2021-07-18 00:19:22,015 - mmaction - INFO - Epoch [229][1620/1879] lr: 2.923e-03, eta: 12:08:24, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.4076, loss: 1.4076, grad_norm: 6.2736 2021-07-18 00:19:38,809 - mmaction - INFO - Epoch [229][1640/1879] lr: 2.923e-03, eta: 12:08:07, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.1386 2021-07-18 00:19:55,438 - mmaction - INFO - Epoch [229][1660/1879] lr: 2.923e-03, eta: 12:07:50, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3727, loss: 1.3727, grad_norm: 6.1566 2021-07-18 00:20:12,438 - mmaction - INFO - Epoch [229][1680/1879] lr: 2.923e-03, eta: 12:07:32, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8402, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.4001 2021-07-18 00:20:29,337 - mmaction - INFO - Epoch [229][1700/1879] lr: 2.923e-03, eta: 12:07:15, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6551, top5_acc: 0.8465, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.3040 2021-07-18 00:20:46,193 - mmaction - INFO - Epoch [229][1720/1879] lr: 2.923e-03, eta: 12:06:58, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8371, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.0358 2021-07-18 00:21:02,844 - mmaction - INFO - Epoch [229][1740/1879] lr: 2.923e-03, eta: 12:06:40, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3918, loss: 1.3918, grad_norm: 6.1979 2021-07-18 00:21:19,661 - mmaction - INFO - Epoch [229][1760/1879] lr: 2.923e-03, eta: 12:06:23, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8398, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.0334 2021-07-18 00:21:36,352 - mmaction - INFO - Epoch [229][1780/1879] lr: 2.923e-03, eta: 12:06:06, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4589, loss: 1.4589, grad_norm: 6.2938 2021-07-18 00:21:52,977 - mmaction - INFO - Epoch [229][1800/1879] lr: 2.923e-03, eta: 12:05:48, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4423, loss: 1.4423, grad_norm: 6.1013 2021-07-18 00:22:09,779 - mmaction - INFO - Epoch [229][1820/1879] lr: 2.923e-03, eta: 12:05:31, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8297, loss_cls: 1.4854, loss: 1.4854, grad_norm: 6.3053 2021-07-18 00:22:26,534 - mmaction - INFO - Epoch [229][1840/1879] lr: 2.923e-03, eta: 12:05:14, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8371, loss_cls: 1.4570, loss: 1.4570, grad_norm: 6.1202 2021-07-18 00:22:43,477 - mmaction - INFO - Epoch [229][1860/1879] lr: 2.923e-03, eta: 12:04:56, time: 0.848, data_time: 0.003, memory: 6455, top1_acc: 0.6500, top5_acc: 0.8348, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.3728 2021-07-18 00:23:18,214 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 00:23:18,218 - mmaction - INFO - 106 BN found 2021-07-18 00:28:03,017 - mmaction - INFO - BN stats updated 2021-07-18 00:29:48,894 - mmaction - INFO - Epoch [230][20/1879] lr: 2.720e-03, eta: 12:04:59, time: 5.192, data_time: 4.288, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8480, loss_cls: 1.3897, loss: 1.3897, grad_norm: 6.1688 2021-07-18 00:30:04,960 - mmaction - INFO - Epoch [230][40/1879] lr: 2.720e-03, eta: 12:04:41, time: 0.803, data_time: 0.006, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8461, loss_cls: 1.3574, loss: 1.3574, grad_norm: 5.9682 2021-07-18 00:30:21,070 - mmaction - INFO - Epoch [230][60/1879] lr: 2.720e-03, eta: 12:04:23, time: 0.804, data_time: 0.001, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.3897, loss: 1.3897, grad_norm: 6.0745 2021-07-18 00:30:37,477 - mmaction - INFO - Epoch [230][80/1879] lr: 2.720e-03, eta: 12:04:06, time: 0.820, data_time: 0.005, memory: 6455, top1_acc: 0.6512, top5_acc: 0.8395, loss_cls: 1.4575, loss: 1.4575, grad_norm: 6.3780 2021-07-18 00:30:53,997 - mmaction - INFO - Epoch [230][100/1879] lr: 2.720e-03, eta: 12:03:48, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8590, loss_cls: 1.3949, loss: 1.3949, grad_norm: 6.2412 2021-07-18 00:31:10,606 - mmaction - INFO - Epoch [230][120/1879] lr: 2.720e-03, eta: 12:03:31, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8520, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.2938 2021-07-18 00:31:27,216 - mmaction - INFO - Epoch [230][140/1879] lr: 2.720e-03, eta: 12:03:14, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8539, loss_cls: 1.3854, loss: 1.3854, grad_norm: 6.1926 2021-07-18 00:31:43,772 - mmaction - INFO - Epoch [230][160/1879] lr: 2.720e-03, eta: 12:02:56, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3991, loss: 1.3991, grad_norm: 6.1725 2021-07-18 00:32:00,352 - mmaction - INFO - Epoch [230][180/1879] lr: 2.720e-03, eta: 12:02:39, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8523, loss_cls: 1.3911, loss: 1.3911, grad_norm: 6.2502 2021-07-18 00:32:17,040 - mmaction - INFO - Epoch [230][200/1879] lr: 2.720e-03, eta: 12:02:21, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8527, loss_cls: 1.4014, loss: 1.4014, grad_norm: 6.1935 2021-07-18 00:32:33,752 - mmaction - INFO - Epoch [230][220/1879] lr: 2.720e-03, eta: 12:02:04, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4584, loss: 1.4584, grad_norm: 6.3152 2021-07-18 00:32:50,307 - mmaction - INFO - Epoch [230][240/1879] lr: 2.720e-03, eta: 12:01:46, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8523, loss_cls: 1.3696, loss: 1.3696, grad_norm: 5.9223 2021-07-18 00:33:06,921 - mmaction - INFO - Epoch [230][260/1879] lr: 2.720e-03, eta: 12:01:29, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8566, loss_cls: 1.3672, loss: 1.3672, grad_norm: 6.1455 2021-07-18 00:33:23,525 - mmaction - INFO - Epoch [230][280/1879] lr: 2.720e-03, eta: 12:01:12, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4189, loss: 1.4189, grad_norm: 6.2746 2021-07-18 00:33:40,369 - mmaction - INFO - Epoch [230][300/1879] lr: 2.720e-03, eta: 12:00:54, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8516, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.0939 2021-07-18 00:33:57,039 - mmaction - INFO - Epoch [230][320/1879] lr: 2.720e-03, eta: 12:00:37, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8434, loss_cls: 1.4524, loss: 1.4524, grad_norm: 6.1719 2021-07-18 00:34:13,840 - mmaction - INFO - Epoch [230][340/1879] lr: 2.720e-03, eta: 12:00:20, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4705, loss: 1.4705, grad_norm: 6.3628 2021-07-18 00:34:30,441 - mmaction - INFO - Epoch [230][360/1879] lr: 2.720e-03, eta: 12:00:02, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8543, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.1707 2021-07-18 00:34:47,351 - mmaction - INFO - Epoch [230][380/1879] lr: 2.720e-03, eta: 11:59:45, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4556, loss: 1.4556, grad_norm: 6.3715 2021-07-18 00:35:04,151 - mmaction - INFO - Epoch [230][400/1879] lr: 2.720e-03, eta: 11:59:28, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8430, loss_cls: 1.3928, loss: 1.3928, grad_norm: 6.0498 2021-07-18 00:35:20,888 - mmaction - INFO - Epoch [230][420/1879] lr: 2.720e-03, eta: 11:59:10, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8434, loss_cls: 1.3851, loss: 1.3851, grad_norm: 6.1801 2021-07-18 00:35:37,712 - mmaction - INFO - Epoch [230][440/1879] lr: 2.720e-03, eta: 11:58:53, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8570, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.0491 2021-07-18 00:35:54,260 - mmaction - INFO - Epoch [230][460/1879] lr: 2.720e-03, eta: 11:58:35, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8316, loss_cls: 1.4946, loss: 1.4946, grad_norm: 6.2067 2021-07-18 00:36:11,352 - mmaction - INFO - Epoch [230][480/1879] lr: 2.720e-03, eta: 11:58:18, time: 0.853, data_time: 0.004, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8477, loss_cls: 1.3559, loss: 1.3559, grad_norm: 6.0544 2021-07-18 00:36:28,057 - mmaction - INFO - Epoch [230][500/1879] lr: 2.720e-03, eta: 11:58:01, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6531, top5_acc: 0.8527, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.2654 2021-07-18 00:36:44,928 - mmaction - INFO - Epoch [230][520/1879] lr: 2.720e-03, eta: 11:57:44, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8539, loss_cls: 1.3692, loss: 1.3692, grad_norm: 5.9717 2021-07-18 00:37:01,736 - mmaction - INFO - Epoch [230][540/1879] lr: 2.720e-03, eta: 11:57:26, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8352, loss_cls: 1.4524, loss: 1.4524, grad_norm: 6.2086 2021-07-18 00:37:18,587 - mmaction - INFO - Epoch [230][560/1879] lr: 2.720e-03, eta: 11:57:09, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8406, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.2582 2021-07-18 00:37:35,337 - mmaction - INFO - Epoch [230][580/1879] lr: 2.720e-03, eta: 11:56:52, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8492, loss_cls: 1.3898, loss: 1.3898, grad_norm: 6.1326 2021-07-18 00:37:52,252 - mmaction - INFO - Epoch [230][600/1879] lr: 2.720e-03, eta: 11:56:34, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8480, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.3350 2021-07-18 00:38:08,953 - mmaction - INFO - Epoch [230][620/1879] lr: 2.720e-03, eta: 11:56:17, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8391, loss_cls: 1.4354, loss: 1.4354, grad_norm: 6.1678 2021-07-18 00:38:25,753 - mmaction - INFO - Epoch [230][640/1879] lr: 2.720e-03, eta: 11:56:00, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8598, loss_cls: 1.3184, loss: 1.3184, grad_norm: 6.0496 2021-07-18 00:38:42,655 - mmaction - INFO - Epoch [230][660/1879] lr: 2.720e-03, eta: 11:55:42, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8473, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.2828 2021-07-18 00:38:59,389 - mmaction - INFO - Epoch [230][680/1879] lr: 2.720e-03, eta: 11:55:25, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3713, loss: 1.3713, grad_norm: 6.2559 2021-07-18 00:39:16,325 - mmaction - INFO - Epoch [230][700/1879] lr: 2.720e-03, eta: 11:55:08, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4504, loss: 1.4504, grad_norm: 6.3432 2021-07-18 00:39:33,095 - mmaction - INFO - Epoch [230][720/1879] lr: 2.720e-03, eta: 11:54:50, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8398, loss_cls: 1.4701, loss: 1.4701, grad_norm: 6.3047 2021-07-18 00:39:49,922 - mmaction - INFO - Epoch [230][740/1879] lr: 2.720e-03, eta: 11:54:33, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6687, top5_acc: 0.8465, loss_cls: 1.3898, loss: 1.3898, grad_norm: 6.2146 2021-07-18 00:40:06,582 - mmaction - INFO - Epoch [230][760/1879] lr: 2.720e-03, eta: 11:54:16, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8570, loss_cls: 1.3537, loss: 1.3537, grad_norm: 6.1857 2021-07-18 00:40:23,368 - mmaction - INFO - Epoch [230][780/1879] lr: 2.720e-03, eta: 11:53:58, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8434, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.2658 2021-07-18 00:40:40,171 - mmaction - INFO - Epoch [230][800/1879] lr: 2.720e-03, eta: 11:53:41, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8480, loss_cls: 1.3712, loss: 1.3712, grad_norm: 6.1100 2021-07-18 00:40:56,966 - mmaction - INFO - Epoch [230][820/1879] lr: 2.720e-03, eta: 11:53:24, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6562, top5_acc: 0.8402, loss_cls: 1.4643, loss: 1.4643, grad_norm: 6.3068 2021-07-18 00:41:13,774 - mmaction - INFO - Epoch [230][840/1879] lr: 2.720e-03, eta: 11:53:06, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8512, loss_cls: 1.3685, loss: 1.3685, grad_norm: 6.1804 2021-07-18 00:41:30,508 - mmaction - INFO - Epoch [230][860/1879] lr: 2.720e-03, eta: 11:52:49, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4113, loss: 1.4113, grad_norm: 6.3541 2021-07-18 00:41:47,361 - mmaction - INFO - Epoch [230][880/1879] lr: 2.720e-03, eta: 11:52:32, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8402, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.2297 2021-07-18 00:42:04,035 - mmaction - INFO - Epoch [230][900/1879] lr: 2.720e-03, eta: 11:52:14, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6734, top5_acc: 0.8551, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.1790 2021-07-18 00:42:21,046 - mmaction - INFO - Epoch [230][920/1879] lr: 2.720e-03, eta: 11:51:57, time: 0.850, data_time: 0.005, memory: 6455, top1_acc: 0.6719, top5_acc: 0.8504, loss_cls: 1.4136, loss: 1.4136, grad_norm: 6.1460 2021-07-18 00:42:37,774 - mmaction - INFO - Epoch [230][940/1879] lr: 2.720e-03, eta: 11:51:40, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8504, loss_cls: 1.4294, loss: 1.4294, grad_norm: 6.3633 2021-07-18 00:42:54,516 - mmaction - INFO - Epoch [230][960/1879] lr: 2.720e-03, eta: 11:51:22, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6477, top5_acc: 0.8371, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.4484 2021-07-18 00:43:11,285 - mmaction - INFO - Epoch [230][980/1879] lr: 2.720e-03, eta: 11:51:05, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.2470 2021-07-18 00:43:28,107 - mmaction - INFO - Epoch [230][1000/1879] lr: 2.720e-03, eta: 11:50:48, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8426, loss_cls: 1.4450, loss: 1.4450, grad_norm: 6.3363 2021-07-18 00:43:45,064 - mmaction - INFO - Epoch [230][1020/1879] lr: 2.720e-03, eta: 11:50:30, time: 0.846, data_time: 0.006, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.3105 2021-07-18 00:44:01,705 - mmaction - INFO - Epoch [230][1040/1879] lr: 2.720e-03, eta: 11:50:13, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6719, top5_acc: 0.8520, loss_cls: 1.3978, loss: 1.3978, grad_norm: 6.2792 2021-07-18 00:44:18,476 - mmaction - INFO - Epoch [230][1060/1879] lr: 2.720e-03, eta: 11:49:56, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8410, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.1710 2021-07-18 00:44:35,044 - mmaction - INFO - Epoch [230][1080/1879] lr: 2.720e-03, eta: 11:49:38, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8512, loss_cls: 1.3854, loss: 1.3854, grad_norm: 6.1647 2021-07-18 00:44:51,819 - mmaction - INFO - Epoch [230][1100/1879] lr: 2.720e-03, eta: 11:49:21, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8410, loss_cls: 1.3905, loss: 1.3905, grad_norm: 6.1220 2021-07-18 00:45:08,516 - mmaction - INFO - Epoch [230][1120/1879] lr: 2.720e-03, eta: 11:49:04, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8438, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.1708 2021-07-18 00:45:25,285 - mmaction - INFO - Epoch [230][1140/1879] lr: 2.720e-03, eta: 11:48:46, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8395, loss_cls: 1.4158, loss: 1.4158, grad_norm: 6.2776 2021-07-18 00:45:42,023 - mmaction - INFO - Epoch [230][1160/1879] lr: 2.720e-03, eta: 11:48:29, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8516, loss_cls: 1.4293, loss: 1.4293, grad_norm: 6.2990 2021-07-18 00:45:58,925 - mmaction - INFO - Epoch [230][1180/1879] lr: 2.720e-03, eta: 11:48:12, time: 0.846, data_time: 0.002, memory: 6455, top1_acc: 0.6574, top5_acc: 0.8457, loss_cls: 1.4248, loss: 1.4248, grad_norm: 6.2535 2021-07-18 00:46:15,684 - mmaction - INFO - Epoch [230][1200/1879] lr: 2.720e-03, eta: 11:47:54, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8445, loss_cls: 1.3846, loss: 1.3846, grad_norm: 6.0808 2021-07-18 00:46:32,447 - mmaction - INFO - Epoch [230][1220/1879] lr: 2.720e-03, eta: 11:47:37, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8457, loss_cls: 1.3800, loss: 1.3800, grad_norm: 6.0106 2021-07-18 00:46:49,310 - mmaction - INFO - Epoch [230][1240/1879] lr: 2.720e-03, eta: 11:47:20, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8496, loss_cls: 1.3865, loss: 1.3865, grad_norm: 6.0599 2021-07-18 00:47:05,888 - mmaction - INFO - Epoch [230][1260/1879] lr: 2.720e-03, eta: 11:47:02, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3420, loss: 1.3420, grad_norm: 6.0800 2021-07-18 00:47:22,782 - mmaction - INFO - Epoch [230][1280/1879] lr: 2.720e-03, eta: 11:46:45, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8531, loss_cls: 1.4083, loss: 1.4083, grad_norm: 6.1951 2021-07-18 00:47:39,383 - mmaction - INFO - Epoch [230][1300/1879] lr: 2.720e-03, eta: 11:46:27, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8426, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.2329 2021-07-18 00:47:56,161 - mmaction - INFO - Epoch [230][1320/1879] lr: 2.720e-03, eta: 11:46:10, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8508, loss_cls: 1.4194, loss: 1.4194, grad_norm: 6.2992 2021-07-18 00:48:12,973 - mmaction - INFO - Epoch [230][1340/1879] lr: 2.720e-03, eta: 11:45:53, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.0620 2021-07-18 00:48:29,755 - mmaction - INFO - Epoch [230][1360/1879] lr: 2.720e-03, eta: 11:45:36, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8465, loss_cls: 1.3939, loss: 1.3939, grad_norm: 6.3155 2021-07-18 00:48:46,592 - mmaction - INFO - Epoch [230][1380/1879] lr: 2.720e-03, eta: 11:45:18, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8527, loss_cls: 1.3820, loss: 1.3820, grad_norm: 6.2617 2021-07-18 00:49:03,446 - mmaction - INFO - Epoch [230][1400/1879] lr: 2.720e-03, eta: 11:45:01, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8355, loss_cls: 1.4467, loss: 1.4467, grad_norm: 6.3801 2021-07-18 00:49:20,092 - mmaction - INFO - Epoch [230][1420/1879] lr: 2.720e-03, eta: 11:44:44, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8598, loss_cls: 1.3622, loss: 1.3622, grad_norm: 6.2378 2021-07-18 00:49:36,745 - mmaction - INFO - Epoch [230][1440/1879] lr: 2.720e-03, eta: 11:44:26, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8441, loss_cls: 1.4556, loss: 1.4556, grad_norm: 6.2466 2021-07-18 00:49:53,363 - mmaction - INFO - Epoch [230][1460/1879] lr: 2.720e-03, eta: 11:44:09, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8434, loss_cls: 1.3869, loss: 1.3869, grad_norm: 6.1963 2021-07-18 00:50:10,156 - mmaction - INFO - Epoch [230][1480/1879] lr: 2.720e-03, eta: 11:43:51, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3758, loss: 1.3758, grad_norm: 6.1885 2021-07-18 00:50:26,812 - mmaction - INFO - Epoch [230][1500/1879] lr: 2.720e-03, eta: 11:43:34, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8422, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.1914 2021-07-18 00:50:43,778 - mmaction - INFO - Epoch [230][1520/1879] lr: 2.720e-03, eta: 11:43:17, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8457, loss_cls: 1.4328, loss: 1.4328, grad_norm: 6.0906 2021-07-18 00:51:00,554 - mmaction - INFO - Epoch [230][1540/1879] lr: 2.720e-03, eta: 11:42:59, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4408, loss: 1.4408, grad_norm: 6.1003 2021-07-18 00:51:17,447 - mmaction - INFO - Epoch [230][1560/1879] lr: 2.720e-03, eta: 11:42:42, time: 0.848, data_time: 0.006, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8434, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.0952 2021-07-18 00:51:34,110 - mmaction - INFO - Epoch [230][1580/1879] lr: 2.720e-03, eta: 11:42:25, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8285, loss_cls: 1.4744, loss: 1.4744, grad_norm: 6.2501 2021-07-18 00:51:50,974 - mmaction - INFO - Epoch [230][1600/1879] lr: 2.720e-03, eta: 11:42:07, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4417, loss: 1.4417, grad_norm: 6.2858 2021-07-18 00:52:07,692 - mmaction - INFO - Epoch [230][1620/1879] lr: 2.720e-03, eta: 11:41:50, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8539, loss_cls: 1.3791, loss: 1.3791, grad_norm: 6.2043 2021-07-18 00:52:24,528 - mmaction - INFO - Epoch [230][1640/1879] lr: 2.720e-03, eta: 11:41:33, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6691, top5_acc: 0.8379, loss_cls: 1.4367, loss: 1.4367, grad_norm: 6.1893 2021-07-18 00:52:41,511 - mmaction - INFO - Epoch [230][1660/1879] lr: 2.720e-03, eta: 11:41:16, time: 0.851, data_time: 0.004, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8457, loss_cls: 1.4494, loss: 1.4494, grad_norm: 6.3208 2021-07-18 00:52:58,352 - mmaction - INFO - Epoch [230][1680/1879] lr: 2.720e-03, eta: 11:40:58, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8566, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.2967 2021-07-18 00:53:15,238 - mmaction - INFO - Epoch [230][1700/1879] lr: 2.720e-03, eta: 11:40:41, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8441, loss_cls: 1.4297, loss: 1.4297, grad_norm: 6.2185 2021-07-18 00:53:31,848 - mmaction - INFO - Epoch [230][1720/1879] lr: 2.720e-03, eta: 11:40:24, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8527, loss_cls: 1.4045, loss: 1.4045, grad_norm: 6.4249 2021-07-18 00:53:48,597 - mmaction - INFO - Epoch [230][1740/1879] lr: 2.720e-03, eta: 11:40:06, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8457, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.2830 2021-07-18 00:54:05,145 - mmaction - INFO - Epoch [230][1760/1879] lr: 2.720e-03, eta: 11:39:49, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6484, top5_acc: 0.8457, loss_cls: 1.4311, loss: 1.4311, grad_norm: 6.4329 2021-07-18 00:54:21,857 - mmaction - INFO - Epoch [230][1780/1879] lr: 2.720e-03, eta: 11:39:31, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8395, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.1663 2021-07-18 00:54:38,723 - mmaction - INFO - Epoch [230][1800/1879] lr: 2.720e-03, eta: 11:39:14, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6582, top5_acc: 0.8402, loss_cls: 1.4127, loss: 1.4127, grad_norm: 6.1192 2021-07-18 00:54:55,411 - mmaction - INFO - Epoch [230][1820/1879] lr: 2.720e-03, eta: 11:38:57, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8473, loss_cls: 1.3962, loss: 1.3962, grad_norm: 6.1250 2021-07-18 00:55:12,251 - mmaction - INFO - Epoch [230][1840/1879] lr: 2.720e-03, eta: 11:38:40, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6512, top5_acc: 0.8418, loss_cls: 1.4570, loss: 1.4570, grad_norm: 6.3300 2021-07-18 00:55:28,899 - mmaction - INFO - Epoch [230][1860/1879] lr: 2.720e-03, eta: 11:38:22, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6539, top5_acc: 0.8355, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.3502 2021-07-18 00:55:51,902 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 00:55:51,913 - mmaction - INFO - 106 BN found 2021-07-18 01:00:41,183 - mmaction - INFO - BN stats updated 2021-07-18 01:03:06,645 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-18 01:03:07,491 - mmaction - INFO - top1_acc 0.6764 top5_acc 0.8712 2021-07-18 01:03:07,491 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-18 01:03:07,524 - mmaction - INFO - mean_acc 0.6763 2021-07-18 01:03:08,759 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_230.pth. 2021-07-18 01:03:08,760 - mmaction - INFO - Best top1_acc is 0.6764 at 230 epoch. 2021-07-18 01:03:08,769 - mmaction - INFO - Epoch(val) [230][155] top1_acc: 0.6764, top5_acc: 0.8712, mean_class_accuracy: 0.6763 2021-07-18 01:03:59,196 - mmaction - INFO - Epoch [231][20/1879] lr: 2.524e-03, eta: 11:37:57, time: 2.520, data_time: 1.641, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3642, loss: 1.3642, grad_norm: 6.1608 2021-07-18 01:04:15,473 - mmaction - INFO - Epoch [231][40/1879] lr: 2.524e-03, eta: 11:37:39, time: 0.813, data_time: 0.005, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8629, loss_cls: 1.3529, loss: 1.3529, grad_norm: 6.3028 2021-07-18 01:04:31,569 - mmaction - INFO - Epoch [231][60/1879] lr: 2.524e-03, eta: 11:37:22, time: 0.805, data_time: 0.002, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8449, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.2315 2021-07-18 01:04:47,808 - mmaction - INFO - Epoch [231][80/1879] lr: 2.524e-03, eta: 11:37:04, time: 0.813, data_time: 0.004, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8609, loss_cls: 1.3399, loss: 1.3399, grad_norm: 6.1098 2021-07-18 01:05:04,383 - mmaction - INFO - Epoch [231][100/1879] lr: 2.524e-03, eta: 11:36:47, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8504, loss_cls: 1.3401, loss: 1.3401, grad_norm: 6.2116 2021-07-18 01:05:21,043 - mmaction - INFO - Epoch [231][120/1879] lr: 2.524e-03, eta: 11:36:29, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8562, loss_cls: 1.3325, loss: 1.3325, grad_norm: 6.0606 2021-07-18 01:05:37,512 - mmaction - INFO - Epoch [231][140/1879] lr: 2.524e-03, eta: 11:36:12, time: 0.822, data_time: 0.002, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8430, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.2396 2021-07-18 01:05:54,156 - mmaction - INFO - Epoch [231][160/1879] lr: 2.524e-03, eta: 11:35:54, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8527, loss_cls: 1.3392, loss: 1.3392, grad_norm: 6.1093 2021-07-18 01:06:10,975 - mmaction - INFO - Epoch [231][180/1879] lr: 2.524e-03, eta: 11:35:37, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8430, loss_cls: 1.4149, loss: 1.4149, grad_norm: 6.2665 2021-07-18 01:06:27,663 - mmaction - INFO - Epoch [231][200/1879] lr: 2.524e-03, eta: 11:35:20, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8441, loss_cls: 1.4128, loss: 1.4128, grad_norm: 6.2631 2021-07-18 01:06:44,462 - mmaction - INFO - Epoch [231][220/1879] lr: 2.524e-03, eta: 11:35:02, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8445, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.0973 2021-07-18 01:07:01,237 - mmaction - INFO - Epoch [231][240/1879] lr: 2.524e-03, eta: 11:34:45, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8551, loss_cls: 1.3431, loss: 1.3431, grad_norm: 6.2292 2021-07-18 01:07:18,010 - mmaction - INFO - Epoch [231][260/1879] lr: 2.524e-03, eta: 11:34:28, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8551, loss_cls: 1.3981, loss: 1.3981, grad_norm: 6.3759 2021-07-18 01:07:34,956 - mmaction - INFO - Epoch [231][280/1879] lr: 2.524e-03, eta: 11:34:10, time: 0.849, data_time: 0.006, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8473, loss_cls: 1.4099, loss: 1.4099, grad_norm: 6.4864 2021-07-18 01:07:51,642 - mmaction - INFO - Epoch [231][300/1879] lr: 2.524e-03, eta: 11:33:53, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8449, loss_cls: 1.3576, loss: 1.3576, grad_norm: 6.3335 2021-07-18 01:08:08,516 - mmaction - INFO - Epoch [231][320/1879] lr: 2.524e-03, eta: 11:33:36, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8449, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.2383 2021-07-18 01:08:25,410 - mmaction - INFO - Epoch [231][340/1879] lr: 2.524e-03, eta: 11:33:19, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8512, loss_cls: 1.3400, loss: 1.3400, grad_norm: 6.1540 2021-07-18 01:08:42,226 - mmaction - INFO - Epoch [231][360/1879] lr: 2.524e-03, eta: 11:33:01, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8473, loss_cls: 1.3766, loss: 1.3766, grad_norm: 6.2024 2021-07-18 01:08:59,020 - mmaction - INFO - Epoch [231][380/1879] lr: 2.524e-03, eta: 11:32:44, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8500, loss_cls: 1.3962, loss: 1.3962, grad_norm: 6.3244 2021-07-18 01:09:15,598 - mmaction - INFO - Epoch [231][400/1879] lr: 2.524e-03, eta: 11:32:27, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3704, loss: 1.3704, grad_norm: 6.2888 2021-07-18 01:09:32,329 - mmaction - INFO - Epoch [231][420/1879] lr: 2.524e-03, eta: 11:32:09, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8449, loss_cls: 1.3829, loss: 1.3829, grad_norm: 6.2697 2021-07-18 01:09:49,247 - mmaction - INFO - Epoch [231][440/1879] lr: 2.524e-03, eta: 11:31:52, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4628, loss: 1.4628, grad_norm: 6.5304 2021-07-18 01:10:06,088 - mmaction - INFO - Epoch [231][460/1879] lr: 2.524e-03, eta: 11:31:35, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8441, loss_cls: 1.3787, loss: 1.3787, grad_norm: 6.1295 2021-07-18 01:10:22,803 - mmaction - INFO - Epoch [231][480/1879] lr: 2.524e-03, eta: 11:31:17, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8520, loss_cls: 1.3961, loss: 1.3961, grad_norm: 6.2021 2021-07-18 01:10:39,543 - mmaction - INFO - Epoch [231][500/1879] lr: 2.524e-03, eta: 11:31:00, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3307, loss: 1.3307, grad_norm: 6.2389 2021-07-18 01:10:56,401 - mmaction - INFO - Epoch [231][520/1879] lr: 2.524e-03, eta: 11:30:43, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8355, loss_cls: 1.4558, loss: 1.4558, grad_norm: 6.3954 2021-07-18 01:11:13,284 - mmaction - INFO - Epoch [231][540/1879] lr: 2.524e-03, eta: 11:30:25, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8488, loss_cls: 1.3991, loss: 1.3991, grad_norm: 6.3962 2021-07-18 01:11:29,938 - mmaction - INFO - Epoch [231][560/1879] lr: 2.524e-03, eta: 11:30:08, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8551, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.9885 2021-07-18 01:11:46,747 - mmaction - INFO - Epoch [231][580/1879] lr: 2.524e-03, eta: 11:29:51, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8480, loss_cls: 1.4106, loss: 1.4106, grad_norm: 6.4035 2021-07-18 01:12:03,321 - mmaction - INFO - Epoch [231][600/1879] lr: 2.524e-03, eta: 11:29:33, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.4545 2021-07-18 01:12:20,121 - mmaction - INFO - Epoch [231][620/1879] lr: 2.524e-03, eta: 11:29:16, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8645, loss_cls: 1.3268, loss: 1.3268, grad_norm: 6.1693 2021-07-18 01:12:36,931 - mmaction - INFO - Epoch [231][640/1879] lr: 2.524e-03, eta: 11:28:59, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8613, loss_cls: 1.3031, loss: 1.3031, grad_norm: 6.2483 2021-07-18 01:12:53,521 - mmaction - INFO - Epoch [231][660/1879] lr: 2.524e-03, eta: 11:28:41, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.4776 2021-07-18 01:13:10,140 - mmaction - INFO - Epoch [231][680/1879] lr: 2.524e-03, eta: 11:28:24, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.1970 2021-07-18 01:13:26,896 - mmaction - INFO - Epoch [231][700/1879] lr: 2.524e-03, eta: 11:28:06, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8426, loss_cls: 1.4382, loss: 1.4382, grad_norm: 6.2883 2021-07-18 01:13:43,687 - mmaction - INFO - Epoch [231][720/1879] lr: 2.524e-03, eta: 11:27:49, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.3907 2021-07-18 01:14:00,251 - mmaction - INFO - Epoch [231][740/1879] lr: 2.524e-03, eta: 11:27:32, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8488, loss_cls: 1.3676, loss: 1.3676, grad_norm: 6.3773 2021-07-18 01:14:16,949 - mmaction - INFO - Epoch [231][760/1879] lr: 2.524e-03, eta: 11:27:14, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6496, top5_acc: 0.8426, loss_cls: 1.4782, loss: 1.4782, grad_norm: 6.4538 2021-07-18 01:14:33,635 - mmaction - INFO - Epoch [231][780/1879] lr: 2.524e-03, eta: 11:26:57, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4221, loss: 1.4221, grad_norm: 6.3759 2021-07-18 01:14:50,344 - mmaction - INFO - Epoch [231][800/1879] lr: 2.524e-03, eta: 11:26:40, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4565, loss: 1.4565, grad_norm: 6.3360 2021-07-18 01:15:07,048 - mmaction - INFO - Epoch [231][820/1879] lr: 2.524e-03, eta: 11:26:22, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4303, loss: 1.4303, grad_norm: 6.1937 2021-07-18 01:15:24,007 - mmaction - INFO - Epoch [231][840/1879] lr: 2.524e-03, eta: 11:26:05, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8449, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.2676 2021-07-18 01:15:40,746 - mmaction - INFO - Epoch [231][860/1879] lr: 2.524e-03, eta: 11:25:48, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8523, loss_cls: 1.3441, loss: 1.3441, grad_norm: 6.2362 2021-07-18 01:15:57,399 - mmaction - INFO - Epoch [231][880/1879] lr: 2.524e-03, eta: 11:25:30, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8555, loss_cls: 1.3763, loss: 1.3763, grad_norm: 6.2802 2021-07-18 01:16:14,164 - mmaction - INFO - Epoch [231][900/1879] lr: 2.524e-03, eta: 11:25:13, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.3139 2021-07-18 01:16:30,978 - mmaction - INFO - Epoch [231][920/1879] lr: 2.524e-03, eta: 11:24:56, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3817, loss: 1.3817, grad_norm: 6.1408 2021-07-18 01:16:47,789 - mmaction - INFO - Epoch [231][940/1879] lr: 2.524e-03, eta: 11:24:38, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8348, loss_cls: 1.4367, loss: 1.4367, grad_norm: 6.3413 2021-07-18 01:17:04,442 - mmaction - INFO - Epoch [231][960/1879] lr: 2.524e-03, eta: 11:24:21, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8449, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.2168 2021-07-18 01:17:20,971 - mmaction - INFO - Epoch [231][980/1879] lr: 2.524e-03, eta: 11:24:04, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8441, loss_cls: 1.4173, loss: 1.4173, grad_norm: 6.1875 2021-07-18 01:17:37,726 - mmaction - INFO - Epoch [231][1000/1879] lr: 2.524e-03, eta: 11:23:46, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8539, loss_cls: 1.3992, loss: 1.3992, grad_norm: 6.2871 2021-07-18 01:17:54,358 - mmaction - INFO - Epoch [231][1020/1879] lr: 2.524e-03, eta: 11:23:29, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8438, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.5149 2021-07-18 01:18:10,941 - mmaction - INFO - Epoch [231][1040/1879] lr: 2.524e-03, eta: 11:23:11, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8559, loss_cls: 1.3524, loss: 1.3524, grad_norm: 6.3099 2021-07-18 01:18:27,667 - mmaction - INFO - Epoch [231][1060/1879] lr: 2.524e-03, eta: 11:22:54, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3624, loss: 1.3624, grad_norm: 6.2945 2021-07-18 01:18:44,313 - mmaction - INFO - Epoch [231][1080/1879] lr: 2.524e-03, eta: 11:22:37, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8477, loss_cls: 1.4008, loss: 1.4008, grad_norm: 6.3555 2021-07-18 01:19:01,137 - mmaction - INFO - Epoch [231][1100/1879] lr: 2.524e-03, eta: 11:22:19, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8430, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.4716 2021-07-18 01:19:17,795 - mmaction - INFO - Epoch [231][1120/1879] lr: 2.524e-03, eta: 11:22:02, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8484, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.2606 2021-07-18 01:19:34,522 - mmaction - INFO - Epoch [231][1140/1879] lr: 2.524e-03, eta: 11:21:45, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8492, loss_cls: 1.4287, loss: 1.4287, grad_norm: 6.4607 2021-07-18 01:19:51,322 - mmaction - INFO - Epoch [231][1160/1879] lr: 2.524e-03, eta: 11:21:27, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8441, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.2212 2021-07-18 01:20:08,098 - mmaction - INFO - Epoch [231][1180/1879] lr: 2.524e-03, eta: 11:21:10, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8449, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.1415 2021-07-18 01:20:24,913 - mmaction - INFO - Epoch [231][1200/1879] lr: 2.524e-03, eta: 11:20:53, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8488, loss_cls: 1.3950, loss: 1.3950, grad_norm: 6.3013 2021-07-18 01:20:41,628 - mmaction - INFO - Epoch [231][1220/1879] lr: 2.524e-03, eta: 11:20:35, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8586, loss_cls: 1.3449, loss: 1.3449, grad_norm: 6.2039 2021-07-18 01:20:58,367 - mmaction - INFO - Epoch [231][1240/1879] lr: 2.524e-03, eta: 11:20:18, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8402, loss_cls: 1.4258, loss: 1.4258, grad_norm: 6.3204 2021-07-18 01:21:15,255 - mmaction - INFO - Epoch [231][1260/1879] lr: 2.524e-03, eta: 11:20:01, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8344, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.4098 2021-07-18 01:21:32,096 - mmaction - INFO - Epoch [231][1280/1879] lr: 2.524e-03, eta: 11:19:44, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8578, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.1924 2021-07-18 01:21:48,896 - mmaction - INFO - Epoch [231][1300/1879] lr: 2.524e-03, eta: 11:19:26, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4278, loss: 1.4278, grad_norm: 6.3718 2021-07-18 01:22:05,627 - mmaction - INFO - Epoch [231][1320/1879] lr: 2.524e-03, eta: 11:19:09, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3378, loss: 1.3378, grad_norm: 6.2541 2021-07-18 01:22:22,260 - mmaction - INFO - Epoch [231][1340/1879] lr: 2.524e-03, eta: 11:18:52, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4578, loss: 1.4578, grad_norm: 6.3989 2021-07-18 01:22:38,867 - mmaction - INFO - Epoch [231][1360/1879] lr: 2.524e-03, eta: 11:18:34, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3910, loss: 1.3910, grad_norm: 6.2445 2021-07-18 01:22:55,599 - mmaction - INFO - Epoch [231][1380/1879] lr: 2.524e-03, eta: 11:18:17, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8484, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.3878 2021-07-18 01:23:12,210 - mmaction - INFO - Epoch [231][1400/1879] lr: 2.524e-03, eta: 11:17:59, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8488, loss_cls: 1.3970, loss: 1.3970, grad_norm: 6.2006 2021-07-18 01:23:28,860 - mmaction - INFO - Epoch [231][1420/1879] lr: 2.524e-03, eta: 11:17:42, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8547, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.3661 2021-07-18 01:23:45,496 - mmaction - INFO - Epoch [231][1440/1879] lr: 2.524e-03, eta: 11:17:25, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8516, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.1999 2021-07-18 01:24:02,150 - mmaction - INFO - Epoch [231][1460/1879] lr: 2.524e-03, eta: 11:17:07, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8543, loss_cls: 1.3604, loss: 1.3604, grad_norm: 6.1787 2021-07-18 01:24:18,919 - mmaction - INFO - Epoch [231][1480/1879] lr: 2.524e-03, eta: 11:16:50, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6758, top5_acc: 0.8465, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.3462 2021-07-18 01:24:35,713 - mmaction - INFO - Epoch [231][1500/1879] lr: 2.524e-03, eta: 11:16:33, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8488, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.1733 2021-07-18 01:24:52,556 - mmaction - INFO - Epoch [231][1520/1879] lr: 2.524e-03, eta: 11:16:15, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8383, loss_cls: 1.4353, loss: 1.4353, grad_norm: 6.2471 2021-07-18 01:25:09,166 - mmaction - INFO - Epoch [231][1540/1879] lr: 2.524e-03, eta: 11:15:58, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8594, loss_cls: 1.3290, loss: 1.3290, grad_norm: 6.1492 2021-07-18 01:25:25,969 - mmaction - INFO - Epoch [231][1560/1879] lr: 2.524e-03, eta: 11:15:41, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8426, loss_cls: 1.4375, loss: 1.4375, grad_norm: 6.3247 2021-07-18 01:25:42,633 - mmaction - INFO - Epoch [231][1580/1879] lr: 2.524e-03, eta: 11:15:23, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6504, top5_acc: 0.8480, loss_cls: 1.4193, loss: 1.4193, grad_norm: 6.2592 2021-07-18 01:25:59,556 - mmaction - INFO - Epoch [231][1600/1879] lr: 2.524e-03, eta: 11:15:06, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.6414, top5_acc: 0.8395, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.4430 2021-07-18 01:26:16,093 - mmaction - INFO - Epoch [231][1620/1879] lr: 2.524e-03, eta: 11:14:49, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8418, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.2668 2021-07-18 01:26:32,734 - mmaction - INFO - Epoch [231][1640/1879] lr: 2.524e-03, eta: 11:14:31, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8488, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.3146 2021-07-18 01:26:49,278 - mmaction - INFO - Epoch [231][1660/1879] lr: 2.524e-03, eta: 11:14:14, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8512, loss_cls: 1.3863, loss: 1.3863, grad_norm: 6.2835 2021-07-18 01:27:05,898 - mmaction - INFO - Epoch [231][1680/1879] lr: 2.524e-03, eta: 11:13:56, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8574, loss_cls: 1.3742, loss: 1.3742, grad_norm: 6.2579 2021-07-18 01:27:22,651 - mmaction - INFO - Epoch [231][1700/1879] lr: 2.524e-03, eta: 11:13:39, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8488, loss_cls: 1.4066, loss: 1.4066, grad_norm: 6.2666 2021-07-18 01:27:39,488 - mmaction - INFO - Epoch [231][1720/1879] lr: 2.524e-03, eta: 11:13:22, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6492, top5_acc: 0.8355, loss_cls: 1.4468, loss: 1.4468, grad_norm: 6.5037 2021-07-18 01:27:56,259 - mmaction - INFO - Epoch [231][1740/1879] lr: 2.524e-03, eta: 11:13:05, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8398, loss_cls: 1.3907, loss: 1.3907, grad_norm: 6.2625 2021-07-18 01:28:13,014 - mmaction - INFO - Epoch [231][1760/1879] lr: 2.524e-03, eta: 11:12:47, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8555, loss_cls: 1.3825, loss: 1.3825, grad_norm: 6.4165 2021-07-18 01:28:29,641 - mmaction - INFO - Epoch [231][1780/1879] lr: 2.524e-03, eta: 11:12:30, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6605, top5_acc: 0.8520, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.3378 2021-07-18 01:28:46,452 - mmaction - INFO - Epoch [231][1800/1879] lr: 2.524e-03, eta: 11:12:13, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8449, loss_cls: 1.3834, loss: 1.3834, grad_norm: 6.2378 2021-07-18 01:29:03,152 - mmaction - INFO - Epoch [231][1820/1879] lr: 2.524e-03, eta: 11:11:55, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8617, loss_cls: 1.3519, loss: 1.3519, grad_norm: 6.1888 2021-07-18 01:29:19,822 - mmaction - INFO - Epoch [231][1840/1879] lr: 2.524e-03, eta: 11:11:38, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8477, loss_cls: 1.3821, loss: 1.3821, grad_norm: 6.1593 2021-07-18 01:29:36,615 - mmaction - INFO - Epoch [231][1860/1879] lr: 2.524e-03, eta: 11:11:21, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8480, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.3726 2021-07-18 01:29:57,440 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 01:29:57,445 - mmaction - INFO - 106 BN found 2021-07-18 01:34:47,330 - mmaction - INFO - BN stats updated 2021-07-18 01:35:50,016 - mmaction - INFO - Epoch [232][20/1879] lr: 2.335e-03, eta: 11:11:00, time: 3.033, data_time: 2.226, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8578, loss_cls: 1.3562, loss: 1.3562, grad_norm: 6.2637 2021-07-18 01:36:06,337 - mmaction - INFO - Epoch [232][40/1879] lr: 2.335e-03, eta: 11:10:42, time: 0.817, data_time: 0.005, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8547, loss_cls: 1.3208, loss: 1.3208, grad_norm: 6.2238 2021-07-18 01:36:22,601 - mmaction - INFO - Epoch [232][60/1879] lr: 2.335e-03, eta: 11:10:24, time: 0.809, data_time: 0.004, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8598, loss_cls: 1.3188, loss: 1.3188, grad_norm: 6.2687 2021-07-18 01:36:39,116 - mmaction - INFO - Epoch [232][80/1879] lr: 2.335e-03, eta: 11:10:07, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8422, loss_cls: 1.4251, loss: 1.4251, grad_norm: 6.4276 2021-07-18 01:36:55,721 - mmaction - INFO - Epoch [232][100/1879] lr: 2.335e-03, eta: 11:09:50, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8566, loss_cls: 1.3374, loss: 1.3374, grad_norm: 6.3931 2021-07-18 01:37:12,311 - mmaction - INFO - Epoch [232][120/1879] lr: 2.335e-03, eta: 11:09:32, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6578, top5_acc: 0.8473, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.5463 2021-07-18 01:37:28,988 - mmaction - INFO - Epoch [232][140/1879] lr: 2.335e-03, eta: 11:09:15, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8598, loss_cls: 1.3106, loss: 1.3106, grad_norm: 6.2036 2021-07-18 01:37:45,608 - mmaction - INFO - Epoch [232][160/1879] lr: 2.335e-03, eta: 11:08:57, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8590, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.2612 2021-07-18 01:38:02,380 - mmaction - INFO - Epoch [232][180/1879] lr: 2.335e-03, eta: 11:08:40, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8504, loss_cls: 1.3629, loss: 1.3629, grad_norm: 6.2810 2021-07-18 01:38:19,050 - mmaction - INFO - Epoch [232][200/1879] lr: 2.335e-03, eta: 11:08:23, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.4031, loss: 1.4031, grad_norm: 6.3716 2021-07-18 01:38:35,859 - mmaction - INFO - Epoch [232][220/1879] lr: 2.335e-03, eta: 11:08:05, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.3494 2021-07-18 01:38:52,445 - mmaction - INFO - Epoch [232][240/1879] lr: 2.335e-03, eta: 11:07:48, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6691, top5_acc: 0.8484, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.3819 2021-07-18 01:39:09,292 - mmaction - INFO - Epoch [232][260/1879] lr: 2.335e-03, eta: 11:07:31, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4324, loss: 1.4324, grad_norm: 6.6391 2021-07-18 01:39:25,912 - mmaction - INFO - Epoch [232][280/1879] lr: 2.335e-03, eta: 11:07:13, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.3745, loss: 1.3745, grad_norm: 6.2667 2021-07-18 01:39:42,678 - mmaction - INFO - Epoch [232][300/1879] lr: 2.335e-03, eta: 11:06:56, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6730, top5_acc: 0.8484, loss_cls: 1.3954, loss: 1.3954, grad_norm: 6.3000 2021-07-18 01:39:59,456 - mmaction - INFO - Epoch [232][320/1879] lr: 2.335e-03, eta: 11:06:39, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8512, loss_cls: 1.3965, loss: 1.3965, grad_norm: 6.3443 2021-07-18 01:40:16,423 - mmaction - INFO - Epoch [232][340/1879] lr: 2.335e-03, eta: 11:06:22, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8480, loss_cls: 1.3787, loss: 1.3787, grad_norm: 6.3098 2021-07-18 01:40:33,188 - mmaction - INFO - Epoch [232][360/1879] lr: 2.335e-03, eta: 11:06:04, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3220, loss: 1.3220, grad_norm: 6.2442 2021-07-18 01:40:49,905 - mmaction - INFO - Epoch [232][380/1879] lr: 2.335e-03, eta: 11:05:47, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8484, loss_cls: 1.3808, loss: 1.3808, grad_norm: 6.3886 2021-07-18 01:41:06,695 - mmaction - INFO - Epoch [232][400/1879] lr: 2.335e-03, eta: 11:05:30, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8535, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.1874 2021-07-18 01:41:23,528 - mmaction - INFO - Epoch [232][420/1879] lr: 2.335e-03, eta: 11:05:12, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8562, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.2648 2021-07-18 01:41:40,098 - mmaction - INFO - Epoch [232][440/1879] lr: 2.335e-03, eta: 11:04:55, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8480, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.2288 2021-07-18 01:41:56,738 - mmaction - INFO - Epoch [232][460/1879] lr: 2.335e-03, eta: 11:04:38, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8633, loss_cls: 1.3256, loss: 1.3256, grad_norm: 6.3110 2021-07-18 01:42:13,710 - mmaction - INFO - Epoch [232][480/1879] lr: 2.335e-03, eta: 11:04:20, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8363, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.3252 2021-07-18 01:42:30,375 - mmaction - INFO - Epoch [232][500/1879] lr: 2.335e-03, eta: 11:04:03, time: 0.835, data_time: 0.007, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8465, loss_cls: 1.3765, loss: 1.3765, grad_norm: 6.3547 2021-07-18 01:42:47,327 - mmaction - INFO - Epoch [232][520/1879] lr: 2.335e-03, eta: 11:03:46, time: 0.849, data_time: 0.006, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8543, loss_cls: 1.3662, loss: 1.3662, grad_norm: 6.5276 2021-07-18 01:43:03,925 - mmaction - INFO - Epoch [232][540/1879] lr: 2.335e-03, eta: 11:03:28, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8520, loss_cls: 1.4002, loss: 1.4002, grad_norm: 6.5015 2021-07-18 01:43:20,634 - mmaction - INFO - Epoch [232][560/1879] lr: 2.335e-03, eta: 11:03:11, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8449, loss_cls: 1.3901, loss: 1.3901, grad_norm: 6.3896 2021-07-18 01:43:37,386 - mmaction - INFO - Epoch [232][580/1879] lr: 2.335e-03, eta: 11:02:54, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8598, loss_cls: 1.3536, loss: 1.3536, grad_norm: 6.4006 2021-07-18 01:43:54,149 - mmaction - INFO - Epoch [232][600/1879] lr: 2.335e-03, eta: 11:02:36, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6621, top5_acc: 0.8395, loss_cls: 1.4637, loss: 1.4637, grad_norm: 6.5932 2021-07-18 01:44:11,129 - mmaction - INFO - Epoch [232][620/1879] lr: 2.335e-03, eta: 11:02:19, time: 0.851, data_time: 0.004, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8512, loss_cls: 1.3848, loss: 1.3848, grad_norm: 6.3706 2021-07-18 01:44:27,901 - mmaction - INFO - Epoch [232][640/1879] lr: 2.335e-03, eta: 11:02:02, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8465, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.4434 2021-07-18 01:44:44,673 - mmaction - INFO - Epoch [232][660/1879] lr: 2.335e-03, eta: 11:01:44, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8520, loss_cls: 1.3708, loss: 1.3708, grad_norm: 6.3510 2021-07-18 01:45:01,292 - mmaction - INFO - Epoch [232][680/1879] lr: 2.335e-03, eta: 11:01:27, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8680, loss_cls: 1.3274, loss: 1.3274, grad_norm: 6.2769 2021-07-18 01:45:18,142 - mmaction - INFO - Epoch [232][700/1879] lr: 2.335e-03, eta: 11:01:10, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8535, loss_cls: 1.3563, loss: 1.3563, grad_norm: 6.3490 2021-07-18 01:45:34,903 - mmaction - INFO - Epoch [232][720/1879] lr: 2.335e-03, eta: 11:00:53, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8582, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.1933 2021-07-18 01:45:51,523 - mmaction - INFO - Epoch [232][740/1879] lr: 2.335e-03, eta: 11:00:35, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8621, loss_cls: 1.3100, loss: 1.3100, grad_norm: 6.3117 2021-07-18 01:46:08,045 - mmaction - INFO - Epoch [232][760/1879] lr: 2.335e-03, eta: 11:00:18, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8621, loss_cls: 1.3065, loss: 1.3065, grad_norm: 6.1952 2021-07-18 01:46:24,629 - mmaction - INFO - Epoch [232][780/1879] lr: 2.335e-03, eta: 11:00:00, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8574, loss_cls: 1.3293, loss: 1.3293, grad_norm: 6.3655 2021-07-18 01:46:41,423 - mmaction - INFO - Epoch [232][800/1879] lr: 2.335e-03, eta: 10:59:43, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3517, loss: 1.3517, grad_norm: 6.2818 2021-07-18 01:46:58,291 - mmaction - INFO - Epoch [232][820/1879] lr: 2.335e-03, eta: 10:59:26, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8551, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.3367 2021-07-18 01:47:14,794 - mmaction - INFO - Epoch [232][840/1879] lr: 2.335e-03, eta: 10:59:08, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8539, loss_cls: 1.3750, loss: 1.3750, grad_norm: 6.2232 2021-07-18 01:47:31,627 - mmaction - INFO - Epoch [232][860/1879] lr: 2.335e-03, eta: 10:58:51, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3608, loss: 1.3608, grad_norm: 6.3218 2021-07-18 01:47:48,361 - mmaction - INFO - Epoch [232][880/1879] lr: 2.335e-03, eta: 10:58:34, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8465, loss_cls: 1.3480, loss: 1.3480, grad_norm: 6.2579 2021-07-18 01:48:05,161 - mmaction - INFO - Epoch [232][900/1879] lr: 2.335e-03, eta: 10:58:16, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3248, loss: 1.3248, grad_norm: 6.3721 2021-07-18 01:48:21,872 - mmaction - INFO - Epoch [232][920/1879] lr: 2.335e-03, eta: 10:57:59, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8473, loss_cls: 1.3960, loss: 1.3960, grad_norm: 6.3930 2021-07-18 01:48:38,753 - mmaction - INFO - Epoch [232][940/1879] lr: 2.335e-03, eta: 10:57:42, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8613, loss_cls: 1.2999, loss: 1.2999, grad_norm: 6.1165 2021-07-18 01:48:55,228 - mmaction - INFO - Epoch [232][960/1879] lr: 2.335e-03, eta: 10:57:24, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8547, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.2095 2021-07-18 01:49:12,086 - mmaction - INFO - Epoch [232][980/1879] lr: 2.335e-03, eta: 10:57:07, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8441, loss_cls: 1.3918, loss: 1.3918, grad_norm: 6.4771 2021-07-18 01:49:28,902 - mmaction - INFO - Epoch [232][1000/1879] lr: 2.335e-03, eta: 10:56:50, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3755, loss: 1.3755, grad_norm: 6.3959 2021-07-18 01:49:45,581 - mmaction - INFO - Epoch [232][1020/1879] lr: 2.335e-03, eta: 10:56:32, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6730, top5_acc: 0.8445, loss_cls: 1.3796, loss: 1.3796, grad_norm: 6.2796 2021-07-18 01:50:02,374 - mmaction - INFO - Epoch [232][1040/1879] lr: 2.335e-03, eta: 10:56:15, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8445, loss_cls: 1.3982, loss: 1.3982, grad_norm: 6.3292 2021-07-18 01:50:19,206 - mmaction - INFO - Epoch [232][1060/1879] lr: 2.335e-03, eta: 10:55:58, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8504, loss_cls: 1.3573, loss: 1.3573, grad_norm: 6.2862 2021-07-18 01:50:36,068 - mmaction - INFO - Epoch [232][1080/1879] lr: 2.335e-03, eta: 10:55:41, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8527, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.3384 2021-07-18 01:50:52,761 - mmaction - INFO - Epoch [232][1100/1879] lr: 2.335e-03, eta: 10:55:23, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8395, loss_cls: 1.4196, loss: 1.4196, grad_norm: 6.4093 2021-07-18 01:51:09,554 - mmaction - INFO - Epoch [232][1120/1879] lr: 2.335e-03, eta: 10:55:06, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.6605, top5_acc: 0.8531, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.5667 2021-07-18 01:51:26,368 - mmaction - INFO - Epoch [232][1140/1879] lr: 2.335e-03, eta: 10:54:49, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8504, loss_cls: 1.3713, loss: 1.3713, grad_norm: 6.2716 2021-07-18 01:51:43,097 - mmaction - INFO - Epoch [232][1160/1879] lr: 2.335e-03, eta: 10:54:31, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8422, loss_cls: 1.4335, loss: 1.4335, grad_norm: 6.5832 2021-07-18 01:51:59,990 - mmaction - INFO - Epoch [232][1180/1879] lr: 2.335e-03, eta: 10:54:14, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3869, loss: 1.3869, grad_norm: 6.5099 2021-07-18 01:52:16,561 - mmaction - INFO - Epoch [232][1200/1879] lr: 2.335e-03, eta: 10:53:57, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6719, top5_acc: 0.8465, loss_cls: 1.4080, loss: 1.4080, grad_norm: 6.3719 2021-07-18 01:52:33,281 - mmaction - INFO - Epoch [232][1220/1879] lr: 2.335e-03, eta: 10:53:39, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8492, loss_cls: 1.3887, loss: 1.3887, grad_norm: 6.3030 2021-07-18 01:52:50,029 - mmaction - INFO - Epoch [232][1240/1879] lr: 2.335e-03, eta: 10:53:22, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3854, loss: 1.3854, grad_norm: 6.2904 2021-07-18 01:53:06,642 - mmaction - INFO - Epoch [232][1260/1879] lr: 2.335e-03, eta: 10:53:05, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6590, top5_acc: 0.8379, loss_cls: 1.4513, loss: 1.4513, grad_norm: 6.6321 2021-07-18 01:53:23,223 - mmaction - INFO - Epoch [232][1280/1879] lr: 2.335e-03, eta: 10:52:47, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8457, loss_cls: 1.4171, loss: 1.4171, grad_norm: 6.4357 2021-07-18 01:53:40,043 - mmaction - INFO - Epoch [232][1300/1879] lr: 2.335e-03, eta: 10:52:30, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6570, top5_acc: 0.8465, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.4649 2021-07-18 01:53:56,715 - mmaction - INFO - Epoch [232][1320/1879] lr: 2.335e-03, eta: 10:52:13, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8449, loss_cls: 1.3936, loss: 1.3936, grad_norm: 6.5016 2021-07-18 01:54:13,234 - mmaction - INFO - Epoch [232][1340/1879] lr: 2.335e-03, eta: 10:51:55, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8527, loss_cls: 1.3806, loss: 1.3806, grad_norm: 6.3586 2021-07-18 01:54:29,783 - mmaction - INFO - Epoch [232][1360/1879] lr: 2.335e-03, eta: 10:51:38, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8496, loss_cls: 1.3613, loss: 1.3613, grad_norm: 6.3397 2021-07-18 01:54:46,504 - mmaction - INFO - Epoch [232][1380/1879] lr: 2.335e-03, eta: 10:51:21, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3090, loss: 1.3090, grad_norm: 6.3060 2021-07-18 01:55:03,193 - mmaction - INFO - Epoch [232][1400/1879] lr: 2.335e-03, eta: 10:51:03, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8504, loss_cls: 1.3785, loss: 1.3785, grad_norm: 6.4217 2021-07-18 01:55:19,960 - mmaction - INFO - Epoch [232][1420/1879] lr: 2.335e-03, eta: 10:50:46, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8527, loss_cls: 1.3985, loss: 1.3985, grad_norm: 6.4127 2021-07-18 01:55:36,782 - mmaction - INFO - Epoch [232][1440/1879] lr: 2.335e-03, eta: 10:50:29, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4349, loss: 1.4349, grad_norm: 6.5056 2021-07-18 01:55:53,686 - mmaction - INFO - Epoch [232][1460/1879] lr: 2.335e-03, eta: 10:50:11, time: 0.845, data_time: 0.002, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8473, loss_cls: 1.3503, loss: 1.3503, grad_norm: 6.3266 2021-07-18 01:56:10,364 - mmaction - INFO - Epoch [232][1480/1879] lr: 2.335e-03, eta: 10:49:54, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.1887 2021-07-18 01:56:26,969 - mmaction - INFO - Epoch [232][1500/1879] lr: 2.335e-03, eta: 10:49:37, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8598, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.1955 2021-07-18 01:56:43,563 - mmaction - INFO - Epoch [232][1520/1879] lr: 2.335e-03, eta: 10:49:19, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8410, loss_cls: 1.4408, loss: 1.4408, grad_norm: 6.5591 2021-07-18 01:57:00,348 - mmaction - INFO - Epoch [232][1540/1879] lr: 2.335e-03, eta: 10:49:02, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6734, top5_acc: 0.8457, loss_cls: 1.3903, loss: 1.3903, grad_norm: 6.3399 2021-07-18 01:57:17,181 - mmaction - INFO - Epoch [232][1560/1879] lr: 2.335e-03, eta: 10:48:45, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8551, loss_cls: 1.3208, loss: 1.3208, grad_norm: 6.2023 2021-07-18 01:57:33,762 - mmaction - INFO - Epoch [232][1580/1879] lr: 2.335e-03, eta: 10:48:27, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8566, loss_cls: 1.3935, loss: 1.3935, grad_norm: 6.3968 2021-07-18 01:57:50,520 - mmaction - INFO - Epoch [232][1600/1879] lr: 2.335e-03, eta: 10:48:10, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6711, top5_acc: 0.8605, loss_cls: 1.3664, loss: 1.3664, grad_norm: 6.5476 2021-07-18 01:58:07,393 - mmaction - INFO - Epoch [232][1620/1879] lr: 2.335e-03, eta: 10:47:53, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8520, loss_cls: 1.3463, loss: 1.3463, grad_norm: 6.3647 2021-07-18 01:58:24,282 - mmaction - INFO - Epoch [232][1640/1879] lr: 2.335e-03, eta: 10:47:35, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8582, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.3741 2021-07-18 01:58:41,159 - mmaction - INFO - Epoch [232][1660/1879] lr: 2.335e-03, eta: 10:47:18, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8371, loss_cls: 1.4320, loss: 1.4320, grad_norm: 6.5259 2021-07-18 01:58:58,044 - mmaction - INFO - Epoch [232][1680/1879] lr: 2.335e-03, eta: 10:47:01, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8473, loss_cls: 1.4162, loss: 1.4162, grad_norm: 6.3564 2021-07-18 01:59:14,861 - mmaction - INFO - Epoch [232][1700/1879] lr: 2.335e-03, eta: 10:46:44, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8391, loss_cls: 1.4278, loss: 1.4278, grad_norm: 6.3177 2021-07-18 01:59:31,585 - mmaction - INFO - Epoch [232][1720/1879] lr: 2.335e-03, eta: 10:46:26, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6559, top5_acc: 0.8543, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.5650 2021-07-18 01:59:48,432 - mmaction - INFO - Epoch [232][1740/1879] lr: 2.335e-03, eta: 10:46:09, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.4765 2021-07-18 02:00:04,943 - mmaction - INFO - Epoch [232][1760/1879] lr: 2.335e-03, eta: 10:45:52, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8527, loss_cls: 1.3824, loss: 1.3824, grad_norm: 6.4697 2021-07-18 02:00:21,689 - mmaction - INFO - Epoch [232][1780/1879] lr: 2.335e-03, eta: 10:45:34, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8465, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.4620 2021-07-18 02:00:38,451 - mmaction - INFO - Epoch [232][1800/1879] lr: 2.335e-03, eta: 10:45:17, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6535, top5_acc: 0.8438, loss_cls: 1.4522, loss: 1.4522, grad_norm: 6.5710 2021-07-18 02:00:55,279 - mmaction - INFO - Epoch [232][1820/1879] lr: 2.335e-03, eta: 10:45:00, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8512, loss_cls: 1.3528, loss: 1.3528, grad_norm: 6.2725 2021-07-18 02:01:11,867 - mmaction - INFO - Epoch [232][1840/1879] lr: 2.335e-03, eta: 10:44:42, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8430, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.3029 2021-07-18 02:01:28,705 - mmaction - INFO - Epoch [232][1860/1879] lr: 2.335e-03, eta: 10:44:25, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8562, loss_cls: 1.3367, loss: 1.3367, grad_norm: 6.2545 2021-07-18 02:01:49,375 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 02:01:49,379 - mmaction - INFO - 106 BN found 2021-07-18 02:06:40,419 - mmaction - INFO - BN stats updated 2021-07-18 02:06:42,435 - mmaction - INFO - Saving checkpoint at 232 epochs 2021-07-18 02:07:35,673 - mmaction - INFO - Epoch [233][20/1879] lr: 2.153e-03, eta: 10:44:00, time: 2.632, data_time: 1.804, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.3608 2021-07-18 02:07:52,014 - mmaction - INFO - Epoch [233][40/1879] lr: 2.153e-03, eta: 10:43:42, time: 0.817, data_time: 0.006, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8512, loss_cls: 1.3920, loss: 1.3920, grad_norm: 6.4527 2021-07-18 02:08:08,443 - mmaction - INFO - Epoch [233][60/1879] lr: 2.153e-03, eta: 10:43:25, time: 0.820, data_time: 0.005, memory: 6455, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4424, loss: 1.4424, grad_norm: 6.4506 2021-07-18 02:08:24,755 - mmaction - INFO - Epoch [233][80/1879] lr: 2.153e-03, eta: 10:43:08, time: 0.817, data_time: 0.005, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8520, loss_cls: 1.3619, loss: 1.3619, grad_norm: 6.2001 2021-07-18 02:08:41,458 - mmaction - INFO - Epoch [233][100/1879] lr: 2.153e-03, eta: 10:42:50, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8641, loss_cls: 1.3009, loss: 1.3009, grad_norm: 6.1650 2021-07-18 02:08:58,003 - mmaction - INFO - Epoch [233][120/1879] lr: 2.153e-03, eta: 10:42:33, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8477, loss_cls: 1.3639, loss: 1.3639, grad_norm: 6.2513 2021-07-18 02:09:14,652 - mmaction - INFO - Epoch [233][140/1879] lr: 2.153e-03, eta: 10:42:15, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8559, loss_cls: 1.3299, loss: 1.3299, grad_norm: 6.0746 2021-07-18 02:09:31,272 - mmaction - INFO - Epoch [233][160/1879] lr: 2.153e-03, eta: 10:41:58, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8551, loss_cls: 1.3415, loss: 1.3415, grad_norm: 6.1367 2021-07-18 02:09:48,132 - mmaction - INFO - Epoch [233][180/1879] lr: 2.153e-03, eta: 10:41:41, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3538, loss: 1.3538, grad_norm: 6.1805 2021-07-18 02:10:04,843 - mmaction - INFO - Epoch [233][200/1879] lr: 2.153e-03, eta: 10:41:23, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8496, loss_cls: 1.3722, loss: 1.3722, grad_norm: 6.4093 2021-07-18 02:10:21,518 - mmaction - INFO - Epoch [233][220/1879] lr: 2.153e-03, eta: 10:41:06, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8539, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.3822 2021-07-18 02:10:38,338 - mmaction - INFO - Epoch [233][240/1879] lr: 2.153e-03, eta: 10:40:49, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8422, loss_cls: 1.3933, loss: 1.3933, grad_norm: 6.4521 2021-07-18 02:10:54,896 - mmaction - INFO - Epoch [233][260/1879] lr: 2.153e-03, eta: 10:40:31, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.4854 2021-07-18 02:11:11,873 - mmaction - INFO - Epoch [233][280/1879] lr: 2.153e-03, eta: 10:40:14, time: 0.851, data_time: 0.006, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8508, loss_cls: 1.3648, loss: 1.3648, grad_norm: 6.4184 2021-07-18 02:11:28,479 - mmaction - INFO - Epoch [233][300/1879] lr: 2.153e-03, eta: 10:39:57, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8539, loss_cls: 1.3360, loss: 1.3360, grad_norm: 6.3611 2021-07-18 02:11:45,259 - mmaction - INFO - Epoch [233][320/1879] lr: 2.153e-03, eta: 10:39:40, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.3227 2021-07-18 02:12:02,081 - mmaction - INFO - Epoch [233][340/1879] lr: 2.153e-03, eta: 10:39:22, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8570, loss_cls: 1.3032, loss: 1.3032, grad_norm: 6.2685 2021-07-18 02:12:18,676 - mmaction - INFO - Epoch [233][360/1879] lr: 2.153e-03, eta: 10:39:05, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8625, loss_cls: 1.2928, loss: 1.2928, grad_norm: 6.3812 2021-07-18 02:12:35,511 - mmaction - INFO - Epoch [233][380/1879] lr: 2.153e-03, eta: 10:38:48, time: 0.845, data_time: 0.007, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8566, loss_cls: 1.3055, loss: 1.3055, grad_norm: 6.2849 2021-07-18 02:12:52,276 - mmaction - INFO - Epoch [233][400/1879] lr: 2.153e-03, eta: 10:38:30, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8539, loss_cls: 1.3423, loss: 1.3423, grad_norm: 6.3398 2021-07-18 02:13:09,065 - mmaction - INFO - Epoch [233][420/1879] lr: 2.153e-03, eta: 10:38:13, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3531, loss: 1.3531, grad_norm: 6.4257 2021-07-18 02:13:25,824 - mmaction - INFO - Epoch [233][440/1879] lr: 2.153e-03, eta: 10:37:56, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8484, loss_cls: 1.3839, loss: 1.3839, grad_norm: 6.2703 2021-07-18 02:13:42,442 - mmaction - INFO - Epoch [233][460/1879] lr: 2.153e-03, eta: 10:37:38, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.6730, top5_acc: 0.8438, loss_cls: 1.3545, loss: 1.3545, grad_norm: 6.4286 2021-07-18 02:13:59,257 - mmaction - INFO - Epoch [233][480/1879] lr: 2.153e-03, eta: 10:37:21, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8566, loss_cls: 1.3267, loss: 1.3267, grad_norm: 6.3355 2021-07-18 02:14:15,878 - mmaction - INFO - Epoch [233][500/1879] lr: 2.153e-03, eta: 10:37:04, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8562, loss_cls: 1.3377, loss: 1.3377, grad_norm: 6.2980 2021-07-18 02:14:32,589 - mmaction - INFO - Epoch [233][520/1879] lr: 2.153e-03, eta: 10:36:46, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8527, loss_cls: 1.3563, loss: 1.3563, grad_norm: 6.3887 2021-07-18 02:14:49,409 - mmaction - INFO - Epoch [233][540/1879] lr: 2.153e-03, eta: 10:36:29, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8488, loss_cls: 1.3998, loss: 1.3998, grad_norm: 6.4313 2021-07-18 02:15:06,155 - mmaction - INFO - Epoch [233][560/1879] lr: 2.153e-03, eta: 10:36:12, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6527, top5_acc: 0.8344, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.4574 2021-07-18 02:15:22,966 - mmaction - INFO - Epoch [233][580/1879] lr: 2.153e-03, eta: 10:35:55, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6687, top5_acc: 0.8473, loss_cls: 1.3726, loss: 1.3726, grad_norm: 6.3809 2021-07-18 02:15:39,602 - mmaction - INFO - Epoch [233][600/1879] lr: 2.153e-03, eta: 10:35:37, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.3286 2021-07-18 02:15:56,391 - mmaction - INFO - Epoch [233][620/1879] lr: 2.153e-03, eta: 10:35:20, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8520, loss_cls: 1.3855, loss: 1.3855, grad_norm: 6.4612 2021-07-18 02:16:13,220 - mmaction - INFO - Epoch [233][640/1879] lr: 2.153e-03, eta: 10:35:03, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8566, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.3927 2021-07-18 02:16:29,782 - mmaction - INFO - Epoch [233][660/1879] lr: 2.153e-03, eta: 10:34:45, time: 0.824, data_time: 0.006, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8629, loss_cls: 1.3260, loss: 1.3260, grad_norm: 6.4584 2021-07-18 02:16:46,479 - mmaction - INFO - Epoch [233][680/1879] lr: 2.153e-03, eta: 10:34:28, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8477, loss_cls: 1.3890, loss: 1.3890, grad_norm: 6.3619 2021-07-18 02:17:03,207 - mmaction - INFO - Epoch [233][700/1879] lr: 2.153e-03, eta: 10:34:11, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6660, top5_acc: 0.8430, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.5381 2021-07-18 02:17:19,714 - mmaction - INFO - Epoch [233][720/1879] lr: 2.153e-03, eta: 10:33:53, time: 0.828, data_time: 0.007, memory: 6455, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3982, loss: 1.3982, grad_norm: 6.5983 2021-07-18 02:17:36,417 - mmaction - INFO - Epoch [233][740/1879] lr: 2.153e-03, eta: 10:33:36, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.3645 2021-07-18 02:17:52,997 - mmaction - INFO - Epoch [233][760/1879] lr: 2.153e-03, eta: 10:33:18, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.3579, loss: 1.3579, grad_norm: 6.4055 2021-07-18 02:18:09,730 - mmaction - INFO - Epoch [233][780/1879] lr: 2.153e-03, eta: 10:33:01, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6734, top5_acc: 0.8422, loss_cls: 1.3973, loss: 1.3973, grad_norm: 6.2999 2021-07-18 02:18:26,484 - mmaction - INFO - Epoch [233][800/1879] lr: 2.153e-03, eta: 10:32:44, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8480, loss_cls: 1.4069, loss: 1.4069, grad_norm: 6.5867 2021-07-18 02:18:43,279 - mmaction - INFO - Epoch [233][820/1879] lr: 2.153e-03, eta: 10:32:27, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8477, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.4815 2021-07-18 02:18:59,824 - mmaction - INFO - Epoch [233][840/1879] lr: 2.153e-03, eta: 10:32:09, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8684, loss_cls: 1.2537, loss: 1.2537, grad_norm: 6.1728 2021-07-18 02:19:16,454 - mmaction - INFO - Epoch [233][860/1879] lr: 2.153e-03, eta: 10:31:52, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4131, loss: 1.4131, grad_norm: 6.5821 2021-07-18 02:19:33,042 - mmaction - INFO - Epoch [233][880/1879] lr: 2.153e-03, eta: 10:31:34, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8672, loss_cls: 1.3223, loss: 1.3223, grad_norm: 6.4260 2021-07-18 02:19:49,727 - mmaction - INFO - Epoch [233][900/1879] lr: 2.153e-03, eta: 10:31:17, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3741, loss: 1.3741, grad_norm: 6.4744 2021-07-18 02:20:06,470 - mmaction - INFO - Epoch [233][920/1879] lr: 2.153e-03, eta: 10:31:00, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8578, loss_cls: 1.3139, loss: 1.3139, grad_norm: 6.2076 2021-07-18 02:20:23,315 - mmaction - INFO - Epoch [233][940/1879] lr: 2.153e-03, eta: 10:30:43, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8527, loss_cls: 1.3726, loss: 1.3726, grad_norm: 6.3975 2021-07-18 02:20:40,066 - mmaction - INFO - Epoch [233][960/1879] lr: 2.153e-03, eta: 10:30:25, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6633, top5_acc: 0.8512, loss_cls: 1.3883, loss: 1.3883, grad_norm: 6.7177 2021-07-18 02:20:56,685 - mmaction - INFO - Epoch [233][980/1879] lr: 2.153e-03, eta: 10:30:08, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8539, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.4007 2021-07-18 02:21:13,528 - mmaction - INFO - Epoch [233][1000/1879] lr: 2.153e-03, eta: 10:29:51, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4332, loss: 1.4332, grad_norm: 6.3829 2021-07-18 02:21:30,520 - mmaction - INFO - Epoch [233][1020/1879] lr: 2.153e-03, eta: 10:29:33, time: 0.852, data_time: 0.004, memory: 6455, top1_acc: 0.6758, top5_acc: 0.8566, loss_cls: 1.3553, loss: 1.3553, grad_norm: 6.3082 2021-07-18 02:21:47,196 - mmaction - INFO - Epoch [233][1040/1879] lr: 2.153e-03, eta: 10:29:16, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8457, loss_cls: 1.3828, loss: 1.3828, grad_norm: 6.6038 2021-07-18 02:22:04,028 - mmaction - INFO - Epoch [233][1060/1879] lr: 2.153e-03, eta: 10:28:59, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8504, loss_cls: 1.3773, loss: 1.3773, grad_norm: 6.5171 2021-07-18 02:22:20,602 - mmaction - INFO - Epoch [233][1080/1879] lr: 2.153e-03, eta: 10:28:41, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8477, loss_cls: 1.4132, loss: 1.4132, grad_norm: 6.4559 2021-07-18 02:22:37,328 - mmaction - INFO - Epoch [233][1100/1879] lr: 2.153e-03, eta: 10:28:24, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.4396 2021-07-18 02:22:53,997 - mmaction - INFO - Epoch [233][1120/1879] lr: 2.153e-03, eta: 10:28:07, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8508, loss_cls: 1.3415, loss: 1.3415, grad_norm: 6.3119 2021-07-18 02:23:10,731 - mmaction - INFO - Epoch [233][1140/1879] lr: 2.153e-03, eta: 10:27:50, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8391, loss_cls: 1.4288, loss: 1.4288, grad_norm: 6.5115 2021-07-18 02:23:27,408 - mmaction - INFO - Epoch [233][1160/1879] lr: 2.153e-03, eta: 10:27:32, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8547, loss_cls: 1.3583, loss: 1.3583, grad_norm: 6.4533 2021-07-18 02:23:44,112 - mmaction - INFO - Epoch [233][1180/1879] lr: 2.153e-03, eta: 10:27:15, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8559, loss_cls: 1.3610, loss: 1.3610, grad_norm: 6.4818 2021-07-18 02:24:00,906 - mmaction - INFO - Epoch [233][1200/1879] lr: 2.153e-03, eta: 10:26:58, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8480, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.5620 2021-07-18 02:24:17,939 - mmaction - INFO - Epoch [233][1220/1879] lr: 2.153e-03, eta: 10:26:40, time: 0.849, data_time: 0.005, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3309, loss: 1.3309, grad_norm: 6.4267 2021-07-18 02:24:34,542 - mmaction - INFO - Epoch [233][1240/1879] lr: 2.153e-03, eta: 10:26:23, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8594, loss_cls: 1.3670, loss: 1.3670, grad_norm: 6.4927 2021-07-18 02:24:51,476 - mmaction - INFO - Epoch [233][1260/1879] lr: 2.153e-03, eta: 10:26:06, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8578, loss_cls: 1.3290, loss: 1.3290, grad_norm: 6.2874 2021-07-18 02:25:08,331 - mmaction - INFO - Epoch [233][1280/1879] lr: 2.153e-03, eta: 10:25:49, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.4873 2021-07-18 02:25:25,082 - mmaction - INFO - Epoch [233][1300/1879] lr: 2.153e-03, eta: 10:25:31, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8543, loss_cls: 1.3476, loss: 1.3476, grad_norm: 6.4956 2021-07-18 02:25:41,807 - mmaction - INFO - Epoch [233][1320/1879] lr: 2.153e-03, eta: 10:25:14, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8566, loss_cls: 1.3721, loss: 1.3721, grad_norm: 6.5750 2021-07-18 02:25:58,268 - mmaction - INFO - Epoch [233][1340/1879] lr: 2.153e-03, eta: 10:24:57, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8516, loss_cls: 1.3921, loss: 1.3921, grad_norm: 6.6206 2021-07-18 02:26:15,111 - mmaction - INFO - Epoch [233][1360/1879] lr: 2.153e-03, eta: 10:24:39, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8547, loss_cls: 1.3629, loss: 1.3629, grad_norm: 6.5334 2021-07-18 02:26:31,969 - mmaction - INFO - Epoch [233][1380/1879] lr: 2.153e-03, eta: 10:24:22, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3831, loss: 1.3831, grad_norm: 6.4503 2021-07-18 02:26:48,847 - mmaction - INFO - Epoch [233][1400/1879] lr: 2.153e-03, eta: 10:24:05, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6875, top5_acc: 0.8559, loss_cls: 1.3137, loss: 1.3137, grad_norm: 6.3416 2021-07-18 02:27:05,594 - mmaction - INFO - Epoch [233][1420/1879] lr: 2.153e-03, eta: 10:23:47, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8332, loss_cls: 1.4674, loss: 1.4674, grad_norm: 6.7020 2021-07-18 02:27:22,455 - mmaction - INFO - Epoch [233][1440/1879] lr: 2.153e-03, eta: 10:23:30, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3815, loss: 1.3815, grad_norm: 6.3998 2021-07-18 02:27:39,035 - mmaction - INFO - Epoch [233][1460/1879] lr: 2.153e-03, eta: 10:23:13, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8660, loss_cls: 1.2946, loss: 1.2946, grad_norm: 6.3101 2021-07-18 02:27:55,766 - mmaction - INFO - Epoch [233][1480/1879] lr: 2.153e-03, eta: 10:22:56, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3293, loss: 1.3293, grad_norm: 6.5152 2021-07-18 02:28:12,278 - mmaction - INFO - Epoch [233][1500/1879] lr: 2.153e-03, eta: 10:22:38, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8500, loss_cls: 1.3709, loss: 1.3709, grad_norm: 6.4003 2021-07-18 02:28:28,988 - mmaction - INFO - Epoch [233][1520/1879] lr: 2.153e-03, eta: 10:22:21, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8473, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.6430 2021-07-18 02:28:45,677 - mmaction - INFO - Epoch [233][1540/1879] lr: 2.153e-03, eta: 10:22:03, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8559, loss_cls: 1.2935, loss: 1.2935, grad_norm: 6.2708 2021-07-18 02:29:02,417 - mmaction - INFO - Epoch [233][1560/1879] lr: 2.153e-03, eta: 10:21:46, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8410, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.4971 2021-07-18 02:29:19,313 - mmaction - INFO - Epoch [233][1580/1879] lr: 2.153e-03, eta: 10:21:29, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8488, loss_cls: 1.3704, loss: 1.3704, grad_norm: 6.4863 2021-07-18 02:29:36,067 - mmaction - INFO - Epoch [233][1600/1879] lr: 2.153e-03, eta: 10:21:12, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.2845, loss: 1.2845, grad_norm: 6.2872 2021-07-18 02:29:52,771 - mmaction - INFO - Epoch [233][1620/1879] lr: 2.153e-03, eta: 10:20:54, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8473, loss_cls: 1.3995, loss: 1.3995, grad_norm: 6.5104 2021-07-18 02:30:09,373 - mmaction - INFO - Epoch [233][1640/1879] lr: 2.153e-03, eta: 10:20:37, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3645, loss: 1.3645, grad_norm: 6.4178 2021-07-18 02:30:26,075 - mmaction - INFO - Epoch [233][1660/1879] lr: 2.153e-03, eta: 10:20:20, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3939, loss: 1.3939, grad_norm: 6.5518 2021-07-18 02:30:42,761 - mmaction - INFO - Epoch [233][1680/1879] lr: 2.153e-03, eta: 10:20:02, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.4747 2021-07-18 02:30:59,594 - mmaction - INFO - Epoch [233][1700/1879] lr: 2.153e-03, eta: 10:19:45, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3184, loss: 1.3184, grad_norm: 6.4013 2021-07-18 02:31:16,199 - mmaction - INFO - Epoch [233][1720/1879] lr: 2.153e-03, eta: 10:19:28, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8613, loss_cls: 1.3141, loss: 1.3141, grad_norm: 6.3306 2021-07-18 02:31:33,032 - mmaction - INFO - Epoch [233][1740/1879] lr: 2.153e-03, eta: 10:19:10, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8457, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.3596 2021-07-18 02:31:49,992 - mmaction - INFO - Epoch [233][1760/1879] lr: 2.153e-03, eta: 10:18:53, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8551, loss_cls: 1.3615, loss: 1.3615, grad_norm: 6.4751 2021-07-18 02:32:06,766 - mmaction - INFO - Epoch [233][1780/1879] lr: 2.153e-03, eta: 10:18:36, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8527, loss_cls: 1.3769, loss: 1.3769, grad_norm: 6.5274 2021-07-18 02:32:23,439 - mmaction - INFO - Epoch [233][1800/1879] lr: 2.153e-03, eta: 10:18:19, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8441, loss_cls: 1.4263, loss: 1.4263, grad_norm: 6.4929 2021-07-18 02:32:40,299 - mmaction - INFO - Epoch [233][1820/1879] lr: 2.153e-03, eta: 10:18:01, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8480, loss_cls: 1.3561, loss: 1.3561, grad_norm: 6.3456 2021-07-18 02:32:57,086 - mmaction - INFO - Epoch [233][1840/1879] lr: 2.153e-03, eta: 10:17:44, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3390, loss: 1.3390, grad_norm: 6.4353 2021-07-18 02:33:13,906 - mmaction - INFO - Epoch [233][1860/1879] lr: 2.153e-03, eta: 10:17:27, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8559, loss_cls: 1.3107, loss: 1.3107, grad_norm: 6.2812 2021-07-18 02:33:33,299 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 02:33:33,303 - mmaction - INFO - 106 BN found 2021-07-18 02:38:21,603 - mmaction - INFO - BN stats updated 2021-07-18 02:39:13,051 - mmaction - INFO - Epoch [234][20/1879] lr: 1.978e-03, eta: 10:17:00, time: 2.468, data_time: 1.625, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8527, loss_cls: 1.3270, loss: 1.3270, grad_norm: 6.3290 2021-07-18 02:39:29,445 - mmaction - INFO - Epoch [234][40/1879] lr: 1.978e-03, eta: 10:16:42, time: 0.822, data_time: 0.008, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8516, loss_cls: 1.3298, loss: 1.3298, grad_norm: 6.4214 2021-07-18 02:39:45,927 - mmaction - INFO - Epoch [234][60/1879] lr: 1.978e-03, eta: 10:16:25, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8551, loss_cls: 1.3212, loss: 1.3212, grad_norm: 6.3369 2021-07-18 02:40:02,327 - mmaction - INFO - Epoch [234][80/1879] lr: 1.978e-03, eta: 10:16:08, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8523, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.4229 2021-07-18 02:40:19,003 - mmaction - INFO - Epoch [234][100/1879] lr: 1.978e-03, eta: 10:15:50, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8613, loss_cls: 1.3313, loss: 1.3313, grad_norm: 6.2448 2021-07-18 02:40:35,704 - mmaction - INFO - Epoch [234][120/1879] lr: 1.978e-03, eta: 10:15:33, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3758, loss: 1.3758, grad_norm: 6.4123 2021-07-18 02:40:52,345 - mmaction - INFO - Epoch [234][140/1879] lr: 1.978e-03, eta: 10:15:16, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8605, loss_cls: 1.3091, loss: 1.3091, grad_norm: 6.3108 2021-07-18 02:41:09,132 - mmaction - INFO - Epoch [234][160/1879] lr: 1.978e-03, eta: 10:14:58, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3557, loss: 1.3557, grad_norm: 6.4246 2021-07-18 02:41:25,728 - mmaction - INFO - Epoch [234][180/1879] lr: 1.978e-03, eta: 10:14:41, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8543, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.4260 2021-07-18 02:41:42,627 - mmaction - INFO - Epoch [234][200/1879] lr: 1.978e-03, eta: 10:14:24, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.3837, loss: 1.3837, grad_norm: 6.3990 2021-07-18 02:41:59,427 - mmaction - INFO - Epoch [234][220/1879] lr: 1.978e-03, eta: 10:14:06, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8551, loss_cls: 1.3392, loss: 1.3392, grad_norm: 6.4302 2021-07-18 02:42:16,128 - mmaction - INFO - Epoch [234][240/1879] lr: 1.978e-03, eta: 10:13:49, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8645, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.3774 2021-07-18 02:42:32,805 - mmaction - INFO - Epoch [234][260/1879] lr: 1.978e-03, eta: 10:13:32, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8504, loss_cls: 1.3653, loss: 1.3653, grad_norm: 6.4294 2021-07-18 02:42:49,644 - mmaction - INFO - Epoch [234][280/1879] lr: 1.978e-03, eta: 10:13:15, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2936, loss: 1.2936, grad_norm: 6.2623 2021-07-18 02:43:06,319 - mmaction - INFO - Epoch [234][300/1879] lr: 1.978e-03, eta: 10:12:57, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8531, loss_cls: 1.3461, loss: 1.3461, grad_norm: 6.3227 2021-07-18 02:43:23,168 - mmaction - INFO - Epoch [234][320/1879] lr: 1.978e-03, eta: 10:12:40, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.5501 2021-07-18 02:43:40,121 - mmaction - INFO - Epoch [234][340/1879] lr: 1.978e-03, eta: 10:12:23, time: 0.850, data_time: 0.006, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8496, loss_cls: 1.3591, loss: 1.3591, grad_norm: 6.3765 2021-07-18 02:43:56,966 - mmaction - INFO - Epoch [234][360/1879] lr: 1.978e-03, eta: 10:12:06, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6613, top5_acc: 0.8414, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.5197 2021-07-18 02:44:13,743 - mmaction - INFO - Epoch [234][380/1879] lr: 1.978e-03, eta: 10:11:48, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8434, loss_cls: 1.4001, loss: 1.4001, grad_norm: 6.4238 2021-07-18 02:44:30,379 - mmaction - INFO - Epoch [234][400/1879] lr: 1.978e-03, eta: 10:11:31, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8566, loss_cls: 1.3256, loss: 1.3256, grad_norm: 6.2311 2021-07-18 02:44:47,121 - mmaction - INFO - Epoch [234][420/1879] lr: 1.978e-03, eta: 10:11:14, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8590, loss_cls: 1.3322, loss: 1.3322, grad_norm: 6.4931 2021-07-18 02:45:03,709 - mmaction - INFO - Epoch [234][440/1879] lr: 1.978e-03, eta: 10:10:56, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3229, loss: 1.3229, grad_norm: 6.3239 2021-07-18 02:45:20,328 - mmaction - INFO - Epoch [234][460/1879] lr: 1.978e-03, eta: 10:10:39, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.3901, loss: 1.3901, grad_norm: 6.4912 2021-07-18 02:45:37,108 - mmaction - INFO - Epoch [234][480/1879] lr: 1.978e-03, eta: 10:10:22, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8594, loss_cls: 1.3294, loss: 1.3294, grad_norm: 6.5354 2021-07-18 02:45:53,681 - mmaction - INFO - Epoch [234][500/1879] lr: 1.978e-03, eta: 10:10:04, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8512, loss_cls: 1.3585, loss: 1.3585, grad_norm: 6.4947 2021-07-18 02:46:10,632 - mmaction - INFO - Epoch [234][520/1879] lr: 1.978e-03, eta: 10:09:47, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3616, loss: 1.3616, grad_norm: 6.4704 2021-07-18 02:46:27,130 - mmaction - INFO - Epoch [234][540/1879] lr: 1.978e-03, eta: 10:09:30, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8562, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.5256 2021-07-18 02:46:43,978 - mmaction - INFO - Epoch [234][560/1879] lr: 1.978e-03, eta: 10:09:12, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8672, loss_cls: 1.2977, loss: 1.2977, grad_norm: 6.4208 2021-07-18 02:47:00,726 - mmaction - INFO - Epoch [234][580/1879] lr: 1.978e-03, eta: 10:08:55, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8535, loss_cls: 1.3630, loss: 1.3630, grad_norm: 6.5574 2021-07-18 02:47:17,407 - mmaction - INFO - Epoch [234][600/1879] lr: 1.978e-03, eta: 10:08:38, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8539, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.5045 2021-07-18 02:47:33,966 - mmaction - INFO - Epoch [234][620/1879] lr: 1.978e-03, eta: 10:08:20, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8621, loss_cls: 1.3251, loss: 1.3251, grad_norm: 6.4751 2021-07-18 02:47:50,648 - mmaction - INFO - Epoch [234][640/1879] lr: 1.978e-03, eta: 10:08:03, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6566, top5_acc: 0.8418, loss_cls: 1.4500, loss: 1.4500, grad_norm: 6.7159 2021-07-18 02:48:07,487 - mmaction - INFO - Epoch [234][660/1879] lr: 1.978e-03, eta: 10:07:46, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8551, loss_cls: 1.3264, loss: 1.3264, grad_norm: 6.4041 2021-07-18 02:48:24,090 - mmaction - INFO - Epoch [234][680/1879] lr: 1.978e-03, eta: 10:07:29, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8539, loss_cls: 1.3353, loss: 1.3353, grad_norm: 6.4881 2021-07-18 02:48:40,802 - mmaction - INFO - Epoch [234][700/1879] lr: 1.978e-03, eta: 10:07:11, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6641, top5_acc: 0.8410, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.5836 2021-07-18 02:48:57,403 - mmaction - INFO - Epoch [234][720/1879] lr: 1.978e-03, eta: 10:06:54, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8617, loss_cls: 1.2997, loss: 1.2997, grad_norm: 6.2007 2021-07-18 02:49:14,097 - mmaction - INFO - Epoch [234][740/1879] lr: 1.978e-03, eta: 10:06:37, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8496, loss_cls: 1.3581, loss: 1.3581, grad_norm: 6.3631 2021-07-18 02:49:30,624 - mmaction - INFO - Epoch [234][760/1879] lr: 1.978e-03, eta: 10:06:19, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.6707, top5_acc: 0.8527, loss_cls: 1.3754, loss: 1.3754, grad_norm: 6.5288 2021-07-18 02:49:47,271 - mmaction - INFO - Epoch [234][780/1879] lr: 1.978e-03, eta: 10:06:02, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6687, top5_acc: 0.8457, loss_cls: 1.3967, loss: 1.3967, grad_norm: 6.5685 2021-07-18 02:50:03,840 - mmaction - INFO - Epoch [234][800/1879] lr: 1.978e-03, eta: 10:05:44, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8543, loss_cls: 1.3910, loss: 1.3910, grad_norm: 6.6376 2021-07-18 02:50:20,375 - mmaction - INFO - Epoch [234][820/1879] lr: 1.978e-03, eta: 10:05:27, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8578, loss_cls: 1.3151, loss: 1.3151, grad_norm: 6.4126 2021-07-18 02:50:37,164 - mmaction - INFO - Epoch [234][840/1879] lr: 1.978e-03, eta: 10:05:10, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8449, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.5684 2021-07-18 02:50:53,737 - mmaction - INFO - Epoch [234][860/1879] lr: 1.978e-03, eta: 10:04:52, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8496, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.3824 2021-07-18 02:51:10,642 - mmaction - INFO - Epoch [234][880/1879] lr: 1.978e-03, eta: 10:04:35, time: 0.845, data_time: 0.007, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8434, loss_cls: 1.3865, loss: 1.3865, grad_norm: 6.2677 2021-07-18 02:51:27,321 - mmaction - INFO - Epoch [234][900/1879] lr: 1.978e-03, eta: 10:04:18, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3720, loss: 1.3720, grad_norm: 6.5234 2021-07-18 02:51:44,123 - mmaction - INFO - Epoch [234][920/1879] lr: 1.978e-03, eta: 10:04:01, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8387, loss_cls: 1.3982, loss: 1.3982, grad_norm: 6.5346 2021-07-18 02:52:00,904 - mmaction - INFO - Epoch [234][940/1879] lr: 1.978e-03, eta: 10:03:43, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8520, loss_cls: 1.3699, loss: 1.3699, grad_norm: 6.6014 2021-07-18 02:52:17,679 - mmaction - INFO - Epoch [234][960/1879] lr: 1.978e-03, eta: 10:03:26, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8566, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.2655 2021-07-18 02:52:34,481 - mmaction - INFO - Epoch [234][980/1879] lr: 1.978e-03, eta: 10:03:09, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6719, top5_acc: 0.8535, loss_cls: 1.3651, loss: 1.3651, grad_norm: 6.6054 2021-07-18 02:52:51,226 - mmaction - INFO - Epoch [234][1000/1879] lr: 1.978e-03, eta: 10:02:52, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.3504 2021-07-18 02:53:08,085 - mmaction - INFO - Epoch [234][1020/1879] lr: 1.978e-03, eta: 10:02:34, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8609, loss_cls: 1.2966, loss: 1.2966, grad_norm: 6.4139 2021-07-18 02:53:24,753 - mmaction - INFO - Epoch [234][1040/1879] lr: 1.978e-03, eta: 10:02:17, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.3373, loss: 1.3373, grad_norm: 6.6075 2021-07-18 02:53:41,351 - mmaction - INFO - Epoch [234][1060/1879] lr: 1.978e-03, eta: 10:02:00, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8602, loss_cls: 1.3263, loss: 1.3263, grad_norm: 6.4808 2021-07-18 02:53:58,231 - mmaction - INFO - Epoch [234][1080/1879] lr: 1.978e-03, eta: 10:01:42, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8488, loss_cls: 1.3654, loss: 1.3654, grad_norm: 6.4372 2021-07-18 02:54:14,950 - mmaction - INFO - Epoch [234][1100/1879] lr: 1.978e-03, eta: 10:01:25, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6598, top5_acc: 0.8488, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.6202 2021-07-18 02:54:31,710 - mmaction - INFO - Epoch [234][1120/1879] lr: 1.978e-03, eta: 10:01:08, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6637, top5_acc: 0.8367, loss_cls: 1.4393, loss: 1.4393, grad_norm: 6.5935 2021-07-18 02:54:48,366 - mmaction - INFO - Epoch [234][1140/1879] lr: 1.978e-03, eta: 10:00:50, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3436, loss: 1.3436, grad_norm: 6.3982 2021-07-18 02:55:05,152 - mmaction - INFO - Epoch [234][1160/1879] lr: 1.978e-03, eta: 10:00:33, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8527, loss_cls: 1.3571, loss: 1.3571, grad_norm: 6.5870 2021-07-18 02:55:21,832 - mmaction - INFO - Epoch [234][1180/1879] lr: 1.978e-03, eta: 10:00:16, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8484, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.4958 2021-07-18 02:55:38,519 - mmaction - INFO - Epoch [234][1200/1879] lr: 1.978e-03, eta: 9:59:59, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.3779, loss: 1.3779, grad_norm: 6.5475 2021-07-18 02:55:55,221 - mmaction - INFO - Epoch [234][1220/1879] lr: 1.978e-03, eta: 9:59:41, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.3610, loss: 1.3610, grad_norm: 6.4786 2021-07-18 02:56:12,130 - mmaction - INFO - Epoch [234][1240/1879] lr: 1.978e-03, eta: 9:59:24, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8617, loss_cls: 1.3192, loss: 1.3192, grad_norm: 6.5401 2021-07-18 02:56:28,808 - mmaction - INFO - Epoch [234][1260/1879] lr: 1.978e-03, eta: 9:59:07, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6691, top5_acc: 0.8473, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.5863 2021-07-18 02:56:45,604 - mmaction - INFO - Epoch [234][1280/1879] lr: 1.978e-03, eta: 9:58:49, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8598, loss_cls: 1.3196, loss: 1.3196, grad_norm: 6.4601 2021-07-18 02:57:02,501 - mmaction - INFO - Epoch [234][1300/1879] lr: 1.978e-03, eta: 9:58:32, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8488, loss_cls: 1.3758, loss: 1.3758, grad_norm: 6.5005 2021-07-18 02:57:19,120 - mmaction - INFO - Epoch [234][1320/1879] lr: 1.978e-03, eta: 9:58:15, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3554, loss: 1.3554, grad_norm: 6.4487 2021-07-18 02:57:35,987 - mmaction - INFO - Epoch [234][1340/1879] lr: 1.978e-03, eta: 9:57:58, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6734, top5_acc: 0.8574, loss_cls: 1.3613, loss: 1.3613, grad_norm: 6.4367 2021-07-18 02:57:52,772 - mmaction - INFO - Epoch [234][1360/1879] lr: 1.978e-03, eta: 9:57:40, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8582, loss_cls: 1.3141, loss: 1.3141, grad_norm: 6.4156 2021-07-18 02:58:09,579 - mmaction - INFO - Epoch [234][1380/1879] lr: 1.978e-03, eta: 9:57:23, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8520, loss_cls: 1.3579, loss: 1.3579, grad_norm: 6.4574 2021-07-18 02:58:26,389 - mmaction - INFO - Epoch [234][1400/1879] lr: 1.978e-03, eta: 9:57:06, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8598, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.5510 2021-07-18 02:58:42,988 - mmaction - INFO - Epoch [234][1420/1879] lr: 1.978e-03, eta: 9:56:49, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8656, loss_cls: 1.2992, loss: 1.2992, grad_norm: 6.4899 2021-07-18 02:58:59,590 - mmaction - INFO - Epoch [234][1440/1879] lr: 1.978e-03, eta: 9:56:31, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8574, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.4772 2021-07-18 02:59:16,336 - mmaction - INFO - Epoch [234][1460/1879] lr: 1.978e-03, eta: 9:56:14, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8492, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.5244 2021-07-18 02:59:33,235 - mmaction - INFO - Epoch [234][1480/1879] lr: 1.978e-03, eta: 9:55:57, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8559, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.4743 2021-07-18 02:59:49,900 - mmaction - INFO - Epoch [234][1500/1879] lr: 1.978e-03, eta: 9:55:39, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8391, loss_cls: 1.4074, loss: 1.4074, grad_norm: 6.4468 2021-07-18 03:00:06,651 - mmaction - INFO - Epoch [234][1520/1879] lr: 1.978e-03, eta: 9:55:22, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8512, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.6410 2021-07-18 03:00:23,374 - mmaction - INFO - Epoch [234][1540/1879] lr: 1.978e-03, eta: 9:55:05, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8598, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.6036 2021-07-18 03:00:40,091 - mmaction - INFO - Epoch [234][1560/1879] lr: 1.978e-03, eta: 9:54:48, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8617, loss_cls: 1.2965, loss: 1.2965, grad_norm: 6.2904 2021-07-18 03:00:56,665 - mmaction - INFO - Epoch [234][1580/1879] lr: 1.978e-03, eta: 9:54:30, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8598, loss_cls: 1.2988, loss: 1.2988, grad_norm: 6.4148 2021-07-18 03:01:13,295 - mmaction - INFO - Epoch [234][1600/1879] lr: 1.978e-03, eta: 9:54:13, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3339, loss: 1.3339, grad_norm: 6.4872 2021-07-18 03:01:30,122 - mmaction - INFO - Epoch [234][1620/1879] lr: 1.978e-03, eta: 9:53:56, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8531, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.5918 2021-07-18 03:01:46,843 - mmaction - INFO - Epoch [234][1640/1879] lr: 1.978e-03, eta: 9:53:38, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.3419, loss: 1.3419, grad_norm: 6.4811 2021-07-18 03:02:03,608 - mmaction - INFO - Epoch [234][1660/1879] lr: 1.978e-03, eta: 9:53:21, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8543, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.6641 2021-07-18 03:02:20,464 - mmaction - INFO - Epoch [234][1680/1879] lr: 1.978e-03, eta: 9:53:04, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8543, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.4971 2021-07-18 03:02:37,225 - mmaction - INFO - Epoch [234][1700/1879] lr: 1.978e-03, eta: 9:52:47, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6672, top5_acc: 0.8473, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.6623 2021-07-18 03:02:54,040 - mmaction - INFO - Epoch [234][1720/1879] lr: 1.978e-03, eta: 9:52:29, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8605, loss_cls: 1.3369, loss: 1.3369, grad_norm: 6.5209 2021-07-18 03:03:10,643 - mmaction - INFO - Epoch [234][1740/1879] lr: 1.978e-03, eta: 9:52:12, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6645, top5_acc: 0.8410, loss_cls: 1.3875, loss: 1.3875, grad_norm: 6.5972 2021-07-18 03:03:27,320 - mmaction - INFO - Epoch [234][1760/1879] lr: 1.978e-03, eta: 9:51:55, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3203, loss: 1.3203, grad_norm: 6.2716 2021-07-18 03:03:44,032 - mmaction - INFO - Epoch [234][1780/1879] lr: 1.978e-03, eta: 9:51:37, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8559, loss_cls: 1.3602, loss: 1.3602, grad_norm: 6.4960 2021-07-18 03:04:00,695 - mmaction - INFO - Epoch [234][1800/1879] lr: 1.978e-03, eta: 9:51:20, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8559, loss_cls: 1.3107, loss: 1.3107, grad_norm: 6.5809 2021-07-18 03:04:17,396 - mmaction - INFO - Epoch [234][1820/1879] lr: 1.978e-03, eta: 9:51:03, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8598, loss_cls: 1.3428, loss: 1.3428, grad_norm: 6.6118 2021-07-18 03:04:34,175 - mmaction - INFO - Epoch [234][1840/1879] lr: 1.978e-03, eta: 9:50:45, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3614, loss: 1.3614, grad_norm: 6.4667 2021-07-18 03:04:50,826 - mmaction - INFO - Epoch [234][1860/1879] lr: 1.978e-03, eta: 9:50:28, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6715, top5_acc: 0.8520, loss_cls: 1.3530, loss: 1.3530, grad_norm: 6.5207 2021-07-18 03:05:09,056 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 03:05:09,060 - mmaction - INFO - 106 BN found 2021-07-18 03:09:57,570 - mmaction - INFO - BN stats updated 2021-07-18 03:10:49,585 - mmaction - INFO - Epoch [235][20/1879] lr: 1.811e-03, eta: 9:50:01, time: 2.499, data_time: 1.590, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8602, loss_cls: 1.3201, loss: 1.3201, grad_norm: 6.4737 2021-07-18 03:11:05,738 - mmaction - INFO - Epoch [235][40/1879] lr: 1.811e-03, eta: 9:49:43, time: 0.805, data_time: 0.004, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8641, loss_cls: 1.2833, loss: 1.2833, grad_norm: 6.3315 2021-07-18 03:11:22,168 - mmaction - INFO - Epoch [235][60/1879] lr: 1.811e-03, eta: 9:49:26, time: 0.824, data_time: 0.006, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2953, loss: 1.2953, grad_norm: 6.2970 2021-07-18 03:11:38,798 - mmaction - INFO - Epoch [235][80/1879] lr: 1.811e-03, eta: 9:49:09, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8520, loss_cls: 1.3359, loss: 1.3359, grad_norm: 6.4523 2021-07-18 03:11:55,330 - mmaction - INFO - Epoch [235][100/1879] lr: 1.811e-03, eta: 9:48:51, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8656, loss_cls: 1.2864, loss: 1.2864, grad_norm: 6.4661 2021-07-18 03:12:11,947 - mmaction - INFO - Epoch [235][120/1879] lr: 1.811e-03, eta: 9:48:34, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8629, loss_cls: 1.3026, loss: 1.3026, grad_norm: 6.4743 2021-07-18 03:12:28,631 - mmaction - INFO - Epoch [235][140/1879] lr: 1.811e-03, eta: 9:48:17, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8602, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.4266 2021-07-18 03:12:45,140 - mmaction - INFO - Epoch [235][160/1879] lr: 1.811e-03, eta: 9:47:59, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8527, loss_cls: 1.3388, loss: 1.3388, grad_norm: 6.5204 2021-07-18 03:13:01,988 - mmaction - INFO - Epoch [235][180/1879] lr: 1.811e-03, eta: 9:47:42, time: 0.844, data_time: 0.006, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8629, loss_cls: 1.3267, loss: 1.3267, grad_norm: 6.6196 2021-07-18 03:13:18,702 - mmaction - INFO - Epoch [235][200/1879] lr: 1.811e-03, eta: 9:47:25, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8500, loss_cls: 1.3605, loss: 1.3605, grad_norm: 6.6427 2021-07-18 03:13:35,569 - mmaction - INFO - Epoch [235][220/1879] lr: 1.811e-03, eta: 9:47:08, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8520, loss_cls: 1.3411, loss: 1.3411, grad_norm: 6.4896 2021-07-18 03:13:52,048 - mmaction - INFO - Epoch [235][240/1879] lr: 1.811e-03, eta: 9:46:50, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8527, loss_cls: 1.3324, loss: 1.3324, grad_norm: 6.5966 2021-07-18 03:14:08,857 - mmaction - INFO - Epoch [235][260/1879] lr: 1.811e-03, eta: 9:46:33, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8605, loss_cls: 1.2977, loss: 1.2977, grad_norm: 6.4106 2021-07-18 03:14:25,489 - mmaction - INFO - Epoch [235][280/1879] lr: 1.811e-03, eta: 9:46:16, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.4764 2021-07-18 03:14:42,456 - mmaction - INFO - Epoch [235][300/1879] lr: 1.811e-03, eta: 9:45:58, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8539, loss_cls: 1.3593, loss: 1.3593, grad_norm: 6.6614 2021-07-18 03:14:59,321 - mmaction - INFO - Epoch [235][320/1879] lr: 1.811e-03, eta: 9:45:41, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8660, loss_cls: 1.3127, loss: 1.3127, grad_norm: 6.3344 2021-07-18 03:15:16,095 - mmaction - INFO - Epoch [235][340/1879] lr: 1.811e-03, eta: 9:45:24, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8645, loss_cls: 1.3372, loss: 1.3372, grad_norm: 6.5663 2021-07-18 03:15:32,984 - mmaction - INFO - Epoch [235][360/1879] lr: 1.811e-03, eta: 9:45:07, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8570, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.6772 2021-07-18 03:15:49,708 - mmaction - INFO - Epoch [235][380/1879] lr: 1.811e-03, eta: 9:44:49, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.3265 2021-07-18 03:16:06,417 - mmaction - INFO - Epoch [235][400/1879] lr: 1.811e-03, eta: 9:44:32, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8578, loss_cls: 1.3137, loss: 1.3137, grad_norm: 6.4042 2021-07-18 03:16:23,268 - mmaction - INFO - Epoch [235][420/1879] lr: 1.811e-03, eta: 9:44:15, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8559, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.4994 2021-07-18 03:16:40,200 - mmaction - INFO - Epoch [235][440/1879] lr: 1.811e-03, eta: 9:43:58, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8551, loss_cls: 1.3448, loss: 1.3448, grad_norm: 6.5207 2021-07-18 03:16:56,972 - mmaction - INFO - Epoch [235][460/1879] lr: 1.811e-03, eta: 9:43:40, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8594, loss_cls: 1.3323, loss: 1.3323, grad_norm: 6.5004 2021-07-18 03:17:13,629 - mmaction - INFO - Epoch [235][480/1879] lr: 1.811e-03, eta: 9:43:23, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8559, loss_cls: 1.3393, loss: 1.3393, grad_norm: 6.6135 2021-07-18 03:17:30,454 - mmaction - INFO - Epoch [235][500/1879] lr: 1.811e-03, eta: 9:43:06, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6656, top5_acc: 0.8402, loss_cls: 1.4201, loss: 1.4201, grad_norm: 6.7235 2021-07-18 03:17:47,070 - mmaction - INFO - Epoch [235][520/1879] lr: 1.811e-03, eta: 9:42:49, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6547, top5_acc: 0.8309, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.8141 2021-07-18 03:18:03,727 - mmaction - INFO - Epoch [235][540/1879] lr: 1.811e-03, eta: 9:42:31, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8609, loss_cls: 1.3239, loss: 1.3239, grad_norm: 6.3980 2021-07-18 03:18:20,423 - mmaction - INFO - Epoch [235][560/1879] lr: 1.811e-03, eta: 9:42:14, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6680, top5_acc: 0.8473, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.7027 2021-07-18 03:18:37,115 - mmaction - INFO - Epoch [235][580/1879] lr: 1.811e-03, eta: 9:41:57, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.4060 2021-07-18 03:18:53,954 - mmaction - INFO - Epoch [235][600/1879] lr: 1.811e-03, eta: 9:41:39, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8695, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.2969 2021-07-18 03:19:10,708 - mmaction - INFO - Epoch [235][620/1879] lr: 1.811e-03, eta: 9:41:22, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8582, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.5132 2021-07-18 03:19:27,326 - mmaction - INFO - Epoch [235][640/1879] lr: 1.811e-03, eta: 9:41:05, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3179, loss: 1.3179, grad_norm: 6.4810 2021-07-18 03:19:44,156 - mmaction - INFO - Epoch [235][660/1879] lr: 1.811e-03, eta: 9:40:48, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8617, loss_cls: 1.3071, loss: 1.3071, grad_norm: 6.4811 2021-07-18 03:20:00,862 - mmaction - INFO - Epoch [235][680/1879] lr: 1.811e-03, eta: 9:40:30, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8445, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.6121 2021-07-18 03:20:17,677 - mmaction - INFO - Epoch [235][700/1879] lr: 1.811e-03, eta: 9:40:13, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8660, loss_cls: 1.2967, loss: 1.2967, grad_norm: 6.4100 2021-07-18 03:20:34,465 - mmaction - INFO - Epoch [235][720/1879] lr: 1.811e-03, eta: 9:39:56, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8496, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.4678 2021-07-18 03:20:51,222 - mmaction - INFO - Epoch [235][740/1879] lr: 1.811e-03, eta: 9:39:38, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8582, loss_cls: 1.3254, loss: 1.3254, grad_norm: 6.5667 2021-07-18 03:21:07,932 - mmaction - INFO - Epoch [235][760/1879] lr: 1.811e-03, eta: 9:39:21, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8516, loss_cls: 1.3438, loss: 1.3438, grad_norm: 6.6338 2021-07-18 03:21:24,835 - mmaction - INFO - Epoch [235][780/1879] lr: 1.811e-03, eta: 9:39:04, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8605, loss_cls: 1.3068, loss: 1.3068, grad_norm: 6.5084 2021-07-18 03:21:41,546 - mmaction - INFO - Epoch [235][800/1879] lr: 1.811e-03, eta: 9:38:47, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8473, loss_cls: 1.3739, loss: 1.3739, grad_norm: 6.5918 2021-07-18 03:21:58,249 - mmaction - INFO - Epoch [235][820/1879] lr: 1.811e-03, eta: 9:38:29, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8590, loss_cls: 1.3207, loss: 1.3207, grad_norm: 6.4181 2021-07-18 03:22:15,250 - mmaction - INFO - Epoch [235][840/1879] lr: 1.811e-03, eta: 9:38:12, time: 0.851, data_time: 0.003, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8492, loss_cls: 1.3783, loss: 1.3783, grad_norm: 6.7468 2021-07-18 03:22:31,840 - mmaction - INFO - Epoch [235][860/1879] lr: 1.811e-03, eta: 9:37:55, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8664, loss_cls: 1.2933, loss: 1.2933, grad_norm: 6.4283 2021-07-18 03:22:48,473 - mmaction - INFO - Epoch [235][880/1879] lr: 1.811e-03, eta: 9:37:38, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6684, top5_acc: 0.8414, loss_cls: 1.4137, loss: 1.4137, grad_norm: 6.7755 2021-07-18 03:23:05,216 - mmaction - INFO - Epoch [235][900/1879] lr: 1.811e-03, eta: 9:37:20, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8645, loss_cls: 1.3479, loss: 1.3479, grad_norm: 6.5509 2021-07-18 03:23:21,879 - mmaction - INFO - Epoch [235][920/1879] lr: 1.811e-03, eta: 9:37:03, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8578, loss_cls: 1.3337, loss: 1.3337, grad_norm: 6.4789 2021-07-18 03:23:38,639 - mmaction - INFO - Epoch [235][940/1879] lr: 1.811e-03, eta: 9:36:46, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8629, loss_cls: 1.2588, loss: 1.2588, grad_norm: 6.3645 2021-07-18 03:23:55,387 - mmaction - INFO - Epoch [235][960/1879] lr: 1.811e-03, eta: 9:36:28, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8508, loss_cls: 1.3398, loss: 1.3398, grad_norm: 6.6212 2021-07-18 03:24:12,229 - mmaction - INFO - Epoch [235][980/1879] lr: 1.811e-03, eta: 9:36:11, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3538, loss: 1.3538, grad_norm: 6.6128 2021-07-18 03:24:28,928 - mmaction - INFO - Epoch [235][1000/1879] lr: 1.811e-03, eta: 9:35:54, time: 0.835, data_time: 0.002, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8465, loss_cls: 1.3637, loss: 1.3637, grad_norm: 6.5341 2021-07-18 03:24:45,625 - mmaction - INFO - Epoch [235][1020/1879] lr: 1.811e-03, eta: 9:35:37, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8605, loss_cls: 1.3420, loss: 1.3420, grad_norm: 6.5822 2021-07-18 03:25:02,185 - mmaction - INFO - Epoch [235][1040/1879] lr: 1.811e-03, eta: 9:35:19, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3239, loss: 1.3239, grad_norm: 6.3077 2021-07-18 03:25:18,915 - mmaction - INFO - Epoch [235][1060/1879] lr: 1.811e-03, eta: 9:35:02, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8633, loss_cls: 1.3697, loss: 1.3697, grad_norm: 6.7975 2021-07-18 03:25:35,538 - mmaction - INFO - Epoch [235][1080/1879] lr: 1.811e-03, eta: 9:34:45, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8594, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.6165 2021-07-18 03:25:52,243 - mmaction - INFO - Epoch [235][1100/1879] lr: 1.811e-03, eta: 9:34:27, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.6570 2021-07-18 03:26:09,128 - mmaction - INFO - Epoch [235][1120/1879] lr: 1.811e-03, eta: 9:34:10, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8668, loss_cls: 1.2965, loss: 1.2965, grad_norm: 6.5180 2021-07-18 03:26:25,964 - mmaction - INFO - Epoch [235][1140/1879] lr: 1.811e-03, eta: 9:33:53, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.4936 2021-07-18 03:26:42,726 - mmaction - INFO - Epoch [235][1160/1879] lr: 1.811e-03, eta: 9:33:36, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8473, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.7270 2021-07-18 03:26:59,621 - mmaction - INFO - Epoch [235][1180/1879] lr: 1.811e-03, eta: 9:33:18, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8566, loss_cls: 1.3044, loss: 1.3044, grad_norm: 6.3721 2021-07-18 03:27:16,361 - mmaction - INFO - Epoch [235][1200/1879] lr: 1.811e-03, eta: 9:33:01, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8559, loss_cls: 1.3179, loss: 1.3179, grad_norm: 6.6662 2021-07-18 03:27:33,091 - mmaction - INFO - Epoch [235][1220/1879] lr: 1.811e-03, eta: 9:32:44, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8473, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.5676 2021-07-18 03:27:49,666 - mmaction - INFO - Epoch [235][1240/1879] lr: 1.811e-03, eta: 9:32:27, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8637, loss_cls: 1.2936, loss: 1.2936, grad_norm: 6.5515 2021-07-18 03:28:06,435 - mmaction - INFO - Epoch [235][1260/1879] lr: 1.811e-03, eta: 9:32:09, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8473, loss_cls: 1.3713, loss: 1.3713, grad_norm: 6.7197 2021-07-18 03:28:23,117 - mmaction - INFO - Epoch [235][1280/1879] lr: 1.811e-03, eta: 9:31:52, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8570, loss_cls: 1.3212, loss: 1.3212, grad_norm: 6.3768 2021-07-18 03:28:40,042 - mmaction - INFO - Epoch [235][1300/1879] lr: 1.811e-03, eta: 9:31:35, time: 0.847, data_time: 0.006, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8516, loss_cls: 1.3475, loss: 1.3475, grad_norm: 6.6508 2021-07-18 03:28:56,634 - mmaction - INFO - Epoch [235][1320/1879] lr: 1.811e-03, eta: 9:31:17, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3025, loss: 1.3025, grad_norm: 6.4694 2021-07-18 03:29:13,292 - mmaction - INFO - Epoch [235][1340/1879] lr: 1.811e-03, eta: 9:31:00, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8574, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.7719 2021-07-18 03:29:29,843 - mmaction - INFO - Epoch [235][1360/1879] lr: 1.811e-03, eta: 9:30:43, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.5926 2021-07-18 03:29:46,625 - mmaction - INFO - Epoch [235][1380/1879] lr: 1.811e-03, eta: 9:30:26, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8566, loss_cls: 1.3475, loss: 1.3475, grad_norm: 6.3828 2021-07-18 03:30:03,387 - mmaction - INFO - Epoch [235][1400/1879] lr: 1.811e-03, eta: 9:30:08, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8672, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.3940 2021-07-18 03:30:19,991 - mmaction - INFO - Epoch [235][1420/1879] lr: 1.811e-03, eta: 9:29:51, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8520, loss_cls: 1.3279, loss: 1.3279, grad_norm: 6.4376 2021-07-18 03:30:36,645 - mmaction - INFO - Epoch [235][1440/1879] lr: 1.811e-03, eta: 9:29:34, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6629, top5_acc: 0.8449, loss_cls: 1.4085, loss: 1.4085, grad_norm: 6.5681 2021-07-18 03:30:53,452 - mmaction - INFO - Epoch [235][1460/1879] lr: 1.811e-03, eta: 9:29:16, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8582, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.6059 2021-07-18 03:31:10,391 - mmaction - INFO - Epoch [235][1480/1879] lr: 1.811e-03, eta: 9:28:59, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8527, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.4521 2021-07-18 03:31:27,167 - mmaction - INFO - Epoch [235][1500/1879] lr: 1.811e-03, eta: 9:28:42, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8582, loss_cls: 1.3266, loss: 1.3266, grad_norm: 6.5302 2021-07-18 03:31:43,820 - mmaction - INFO - Epoch [235][1520/1879] lr: 1.811e-03, eta: 9:28:25, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8516, loss_cls: 1.3268, loss: 1.3268, grad_norm: 6.5312 2021-07-18 03:32:00,715 - mmaction - INFO - Epoch [235][1540/1879] lr: 1.811e-03, eta: 9:28:07, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8520, loss_cls: 1.3509, loss: 1.3509, grad_norm: 6.5838 2021-07-18 03:32:17,362 - mmaction - INFO - Epoch [235][1560/1879] lr: 1.811e-03, eta: 9:27:50, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.6668, top5_acc: 0.8496, loss_cls: 1.3958, loss: 1.3958, grad_norm: 6.5849 2021-07-18 03:32:33,944 - mmaction - INFO - Epoch [235][1580/1879] lr: 1.811e-03, eta: 9:27:33, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8660, loss_cls: 1.2997, loss: 1.2997, grad_norm: 6.4694 2021-07-18 03:32:50,584 - mmaction - INFO - Epoch [235][1600/1879] lr: 1.811e-03, eta: 9:27:15, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2974, loss: 1.2974, grad_norm: 6.4215 2021-07-18 03:33:07,492 - mmaction - INFO - Epoch [235][1620/1879] lr: 1.811e-03, eta: 9:26:58, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3220, loss: 1.3220, grad_norm: 6.5602 2021-07-18 03:33:24,304 - mmaction - INFO - Epoch [235][1640/1879] lr: 1.811e-03, eta: 9:26:41, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8660, loss_cls: 1.2959, loss: 1.2959, grad_norm: 6.5207 2021-07-18 03:33:41,248 - mmaction - INFO - Epoch [235][1660/1879] lr: 1.811e-03, eta: 9:26:24, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8574, loss_cls: 1.3150, loss: 1.3150, grad_norm: 6.2996 2021-07-18 03:33:58,030 - mmaction - INFO - Epoch [235][1680/1879] lr: 1.811e-03, eta: 9:26:07, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8535, loss_cls: 1.3606, loss: 1.3606, grad_norm: 6.4211 2021-07-18 03:34:14,841 - mmaction - INFO - Epoch [235][1700/1879] lr: 1.811e-03, eta: 9:25:49, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8523, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.5294 2021-07-18 03:34:31,595 - mmaction - INFO - Epoch [235][1720/1879] lr: 1.811e-03, eta: 9:25:32, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6664, top5_acc: 0.8582, loss_cls: 1.3907, loss: 1.3907, grad_norm: 6.7219 2021-07-18 03:34:48,466 - mmaction - INFO - Epoch [235][1740/1879] lr: 1.811e-03, eta: 9:25:15, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8457, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.6796 2021-07-18 03:35:05,251 - mmaction - INFO - Epoch [235][1760/1879] lr: 1.811e-03, eta: 9:24:58, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3343, loss: 1.3343, grad_norm: 6.5422 2021-07-18 03:35:22,250 - mmaction - INFO - Epoch [235][1780/1879] lr: 1.811e-03, eta: 9:24:40, time: 0.850, data_time: 0.001, memory: 6455, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.5926 2021-07-18 03:35:38,932 - mmaction - INFO - Epoch [235][1800/1879] lr: 1.811e-03, eta: 9:24:23, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8551, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.6685 2021-07-18 03:35:55,758 - mmaction - INFO - Epoch [235][1820/1879] lr: 1.811e-03, eta: 9:24:06, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8543, loss_cls: 1.3189, loss: 1.3189, grad_norm: 6.4102 2021-07-18 03:36:12,497 - mmaction - INFO - Epoch [235][1840/1879] lr: 1.811e-03, eta: 9:23:49, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8480, loss_cls: 1.3724, loss: 1.3724, grad_norm: 6.5561 2021-07-18 03:36:29,137 - mmaction - INFO - Epoch [235][1860/1879] lr: 1.811e-03, eta: 9:23:31, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8578, loss_cls: 1.3332, loss: 1.3332, grad_norm: 6.5042 2021-07-18 03:36:49,050 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 03:36:49,055 - mmaction - INFO - 106 BN found 2021-07-18 03:41:39,137 - mmaction - INFO - BN stats updated 2021-07-18 03:43:48,682 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-18 03:43:49,497 - mmaction - INFO - top1_acc 0.6825 top5_acc 0.8739 2021-07-18 03:43:49,498 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-18 03:43:49,527 - mmaction - INFO - mean_acc 0.6823 2021-07-18 03:43:50,650 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_235.pth. 2021-07-18 03:43:50,651 - mmaction - INFO - Best top1_acc is 0.6825 at 235 epoch. 2021-07-18 03:43:50,662 - mmaction - INFO - Epoch(val) [235][155] top1_acc: 0.6825, top5_acc: 0.8739, mean_class_accuracy: 0.6823 2021-07-18 03:44:40,683 - mmaction - INFO - Epoch [236][20/1879] lr: 1.651e-03, eta: 9:23:04, time: 2.500, data_time: 1.676, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2866, loss: 1.2866, grad_norm: 6.4775 2021-07-18 03:44:56,907 - mmaction - INFO - Epoch [236][40/1879] lr: 1.651e-03, eta: 9:22:46, time: 0.810, data_time: 0.006, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8613, loss_cls: 1.3379, loss: 1.3379, grad_norm: 6.6372 2021-07-18 03:45:13,415 - mmaction - INFO - Epoch [236][60/1879] lr: 1.651e-03, eta: 9:22:29, time: 0.823, data_time: 0.006, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8598, loss_cls: 1.2742, loss: 1.2742, grad_norm: 6.2593 2021-07-18 03:45:29,710 - mmaction - INFO - Epoch [236][80/1879] lr: 1.651e-03, eta: 9:22:12, time: 0.819, data_time: 0.005, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8559, loss_cls: 1.3370, loss: 1.3370, grad_norm: 6.5934 2021-07-18 03:45:46,367 - mmaction - INFO - Epoch [236][100/1879] lr: 1.651e-03, eta: 9:21:54, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8590, loss_cls: 1.3097, loss: 1.3097, grad_norm: 6.5906 2021-07-18 03:46:03,123 - mmaction - INFO - Epoch [236][120/1879] lr: 1.651e-03, eta: 9:21:37, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8562, loss_cls: 1.3250, loss: 1.3250, grad_norm: 6.5102 2021-07-18 03:46:19,939 - mmaction - INFO - Epoch [236][140/1879] lr: 1.651e-03, eta: 9:21:20, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8523, loss_cls: 1.3481, loss: 1.3481, grad_norm: 6.5978 2021-07-18 03:46:36,589 - mmaction - INFO - Epoch [236][160/1879] lr: 1.651e-03, eta: 9:21:02, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6652, top5_acc: 0.8395, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.6947 2021-07-18 03:46:53,367 - mmaction - INFO - Epoch [236][180/1879] lr: 1.651e-03, eta: 9:20:45, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.3329, loss: 1.3329, grad_norm: 6.5892 2021-07-18 03:47:10,178 - mmaction - INFO - Epoch [236][200/1879] lr: 1.651e-03, eta: 9:20:28, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8559, loss_cls: 1.3537, loss: 1.3537, grad_norm: 6.7156 2021-07-18 03:47:26,906 - mmaction - INFO - Epoch [236][220/1879] lr: 1.651e-03, eta: 9:20:11, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8762, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.4159 2021-07-18 03:47:43,539 - mmaction - INFO - Epoch [236][240/1879] lr: 1.651e-03, eta: 9:19:53, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8598, loss_cls: 1.3652, loss: 1.3652, grad_norm: 6.7758 2021-07-18 03:48:00,372 - mmaction - INFO - Epoch [236][260/1879] lr: 1.651e-03, eta: 9:19:36, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8516, loss_cls: 1.3577, loss: 1.3577, grad_norm: 6.4066 2021-07-18 03:48:17,078 - mmaction - INFO - Epoch [236][280/1879] lr: 1.651e-03, eta: 9:19:19, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8551, loss_cls: 1.3477, loss: 1.3477, grad_norm: 6.5126 2021-07-18 03:48:33,742 - mmaction - INFO - Epoch [236][300/1879] lr: 1.651e-03, eta: 9:19:02, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.2925, loss: 1.2925, grad_norm: 6.5123 2021-07-18 03:48:50,593 - mmaction - INFO - Epoch [236][320/1879] lr: 1.651e-03, eta: 9:18:44, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8508, loss_cls: 1.3054, loss: 1.3054, grad_norm: 6.4807 2021-07-18 03:49:07,482 - mmaction - INFO - Epoch [236][340/1879] lr: 1.651e-03, eta: 9:18:27, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8574, loss_cls: 1.3305, loss: 1.3305, grad_norm: 6.6366 2021-07-18 03:49:24,263 - mmaction - INFO - Epoch [236][360/1879] lr: 1.651e-03, eta: 9:18:10, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8570, loss_cls: 1.3301, loss: 1.3301, grad_norm: 6.6961 2021-07-18 03:49:41,133 - mmaction - INFO - Epoch [236][380/1879] lr: 1.651e-03, eta: 9:17:53, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8676, loss_cls: 1.2803, loss: 1.2803, grad_norm: 6.5730 2021-07-18 03:49:58,004 - mmaction - INFO - Epoch [236][400/1879] lr: 1.651e-03, eta: 9:17:35, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.3176 2021-07-18 03:50:14,674 - mmaction - INFO - Epoch [236][420/1879] lr: 1.651e-03, eta: 9:17:18, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8621, loss_cls: 1.3345, loss: 1.3345, grad_norm: 6.5725 2021-07-18 03:50:31,575 - mmaction - INFO - Epoch [236][440/1879] lr: 1.651e-03, eta: 9:17:01, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8699, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.4058 2021-07-18 03:50:48,380 - mmaction - INFO - Epoch [236][460/1879] lr: 1.651e-03, eta: 9:16:44, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8602, loss_cls: 1.2894, loss: 1.2894, grad_norm: 6.4467 2021-07-18 03:51:05,284 - mmaction - INFO - Epoch [236][480/1879] lr: 1.651e-03, eta: 9:16:26, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8621, loss_cls: 1.3075, loss: 1.3075, grad_norm: 6.6220 2021-07-18 03:51:22,155 - mmaction - INFO - Epoch [236][500/1879] lr: 1.651e-03, eta: 9:16:09, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8676, loss_cls: 1.2721, loss: 1.2721, grad_norm: 6.5034 2021-07-18 03:51:38,961 - mmaction - INFO - Epoch [236][520/1879] lr: 1.651e-03, eta: 9:15:52, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8531, loss_cls: 1.3325, loss: 1.3325, grad_norm: 6.7608 2021-07-18 03:51:55,584 - mmaction - INFO - Epoch [236][540/1879] lr: 1.651e-03, eta: 9:15:35, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8562, loss_cls: 1.3388, loss: 1.3388, grad_norm: 6.7039 2021-07-18 03:52:12,642 - mmaction - INFO - Epoch [236][560/1879] lr: 1.651e-03, eta: 9:15:17, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8590, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.5528 2021-07-18 03:52:29,383 - mmaction - INFO - Epoch [236][580/1879] lr: 1.651e-03, eta: 9:15:00, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8508, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.8023 2021-07-18 03:52:46,265 - mmaction - INFO - Epoch [236][600/1879] lr: 1.651e-03, eta: 9:14:43, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8543, loss_cls: 1.3268, loss: 1.3268, grad_norm: 6.4968 2021-07-18 03:53:02,952 - mmaction - INFO - Epoch [236][620/1879] lr: 1.651e-03, eta: 9:14:26, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8621, loss_cls: 1.2615, loss: 1.2615, grad_norm: 6.3773 2021-07-18 03:53:19,681 - mmaction - INFO - Epoch [236][640/1879] lr: 1.651e-03, eta: 9:14:08, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3897, loss: 1.3897, grad_norm: 6.7365 2021-07-18 03:53:36,309 - mmaction - INFO - Epoch [236][660/1879] lr: 1.651e-03, eta: 9:13:51, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.4196 2021-07-18 03:53:52,774 - mmaction - INFO - Epoch [236][680/1879] lr: 1.651e-03, eta: 9:13:34, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8574, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.5642 2021-07-18 03:54:09,736 - mmaction - INFO - Epoch [236][700/1879] lr: 1.651e-03, eta: 9:13:17, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.5462 2021-07-18 03:54:26,507 - mmaction - INFO - Epoch [236][720/1879] lr: 1.651e-03, eta: 9:12:59, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8551, loss_cls: 1.3116, loss: 1.3116, grad_norm: 6.5329 2021-07-18 03:54:43,264 - mmaction - INFO - Epoch [236][740/1879] lr: 1.651e-03, eta: 9:12:42, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3539, loss: 1.3539, grad_norm: 6.5564 2021-07-18 03:55:00,162 - mmaction - INFO - Epoch [236][760/1879] lr: 1.651e-03, eta: 9:12:25, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8578, loss_cls: 1.3318, loss: 1.3318, grad_norm: 6.6128 2021-07-18 03:55:16,813 - mmaction - INFO - Epoch [236][780/1879] lr: 1.651e-03, eta: 9:12:08, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8543, loss_cls: 1.3272, loss: 1.3272, grad_norm: 6.4744 2021-07-18 03:55:33,721 - mmaction - INFO - Epoch [236][800/1879] lr: 1.651e-03, eta: 9:11:50, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.6875, top5_acc: 0.8559, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.6378 2021-07-18 03:55:50,542 - mmaction - INFO - Epoch [236][820/1879] lr: 1.651e-03, eta: 9:11:33, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8691, loss_cls: 1.2543, loss: 1.2543, grad_norm: 6.4359 2021-07-18 03:56:07,273 - mmaction - INFO - Epoch [236][840/1879] lr: 1.651e-03, eta: 9:11:16, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3619, loss: 1.3619, grad_norm: 6.6143 2021-07-18 03:56:23,826 - mmaction - INFO - Epoch [236][860/1879] lr: 1.651e-03, eta: 9:10:59, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8602, loss_cls: 1.3304, loss: 1.3304, grad_norm: 6.5207 2021-07-18 03:56:40,470 - mmaction - INFO - Epoch [236][880/1879] lr: 1.651e-03, eta: 9:10:41, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8598, loss_cls: 1.2990, loss: 1.2990, grad_norm: 6.4466 2021-07-18 03:56:57,289 - mmaction - INFO - Epoch [236][900/1879] lr: 1.651e-03, eta: 9:10:24, time: 0.843, data_time: 0.002, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8551, loss_cls: 1.3561, loss: 1.3561, grad_norm: 6.6412 2021-07-18 03:57:14,092 - mmaction - INFO - Epoch [236][920/1879] lr: 1.651e-03, eta: 9:10:07, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8598, loss_cls: 1.2677, loss: 1.2677, grad_norm: 6.4394 2021-07-18 03:57:30,837 - mmaction - INFO - Epoch [236][940/1879] lr: 1.651e-03, eta: 9:09:50, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8613, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.5818 2021-07-18 03:57:47,733 - mmaction - INFO - Epoch [236][960/1879] lr: 1.651e-03, eta: 9:09:32, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8695, loss_cls: 1.2459, loss: 1.2459, grad_norm: 6.4726 2021-07-18 03:58:04,543 - mmaction - INFO - Epoch [236][980/1879] lr: 1.651e-03, eta: 9:09:15, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3472, loss: 1.3472, grad_norm: 6.6077 2021-07-18 03:58:21,240 - mmaction - INFO - Epoch [236][1000/1879] lr: 1.651e-03, eta: 9:08:58, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8605, loss_cls: 1.3111, loss: 1.3111, grad_norm: 6.5716 2021-07-18 03:58:37,915 - mmaction - INFO - Epoch [236][1020/1879] lr: 1.651e-03, eta: 9:08:40, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8500, loss_cls: 1.3424, loss: 1.3424, grad_norm: 6.5705 2021-07-18 03:58:54,648 - mmaction - INFO - Epoch [236][1040/1879] lr: 1.651e-03, eta: 9:08:23, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8578, loss_cls: 1.3385, loss: 1.3385, grad_norm: 6.6023 2021-07-18 03:59:11,165 - mmaction - INFO - Epoch [236][1060/1879] lr: 1.651e-03, eta: 9:08:06, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8602, loss_cls: 1.3209, loss: 1.3209, grad_norm: 6.4995 2021-07-18 03:59:27,917 - mmaction - INFO - Epoch [236][1080/1879] lr: 1.651e-03, eta: 9:07:49, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8637, loss_cls: 1.2960, loss: 1.2960, grad_norm: 6.5449 2021-07-18 03:59:44,568 - mmaction - INFO - Epoch [236][1100/1879] lr: 1.651e-03, eta: 9:07:31, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8527, loss_cls: 1.3258, loss: 1.3258, grad_norm: 6.4602 2021-07-18 04:00:01,346 - mmaction - INFO - Epoch [236][1120/1879] lr: 1.651e-03, eta: 9:07:14, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8645, loss_cls: 1.2705, loss: 1.2705, grad_norm: 6.3780 2021-07-18 04:00:18,158 - mmaction - INFO - Epoch [236][1140/1879] lr: 1.651e-03, eta: 9:06:57, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.3246, loss: 1.3246, grad_norm: 6.4295 2021-07-18 04:00:34,996 - mmaction - INFO - Epoch [236][1160/1879] lr: 1.651e-03, eta: 9:06:40, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8594, loss_cls: 1.3325, loss: 1.3325, grad_norm: 6.5899 2021-07-18 04:00:51,773 - mmaction - INFO - Epoch [236][1180/1879] lr: 1.651e-03, eta: 9:06:22, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8539, loss_cls: 1.3413, loss: 1.3413, grad_norm: 6.6003 2021-07-18 04:01:08,397 - mmaction - INFO - Epoch [236][1200/1879] lr: 1.651e-03, eta: 9:06:05, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8547, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.4835 2021-07-18 04:01:25,017 - mmaction - INFO - Epoch [236][1220/1879] lr: 1.651e-03, eta: 9:05:48, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6742, top5_acc: 0.8398, loss_cls: 1.4163, loss: 1.4163, grad_norm: 6.6785 2021-07-18 04:01:42,036 - mmaction - INFO - Epoch [236][1240/1879] lr: 1.651e-03, eta: 9:05:31, time: 0.851, data_time: 0.005, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8605, loss_cls: 1.2940, loss: 1.2940, grad_norm: 6.3606 2021-07-18 04:01:58,717 - mmaction - INFO - Epoch [236][1260/1879] lr: 1.651e-03, eta: 9:05:13, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8605, loss_cls: 1.2794, loss: 1.2794, grad_norm: 6.5548 2021-07-18 04:02:15,495 - mmaction - INFO - Epoch [236][1280/1879] lr: 1.651e-03, eta: 9:04:56, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8566, loss_cls: 1.3355, loss: 1.3355, grad_norm: 6.5793 2021-07-18 04:02:32,369 - mmaction - INFO - Epoch [236][1300/1879] lr: 1.651e-03, eta: 9:04:39, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8547, loss_cls: 1.3187, loss: 1.3187, grad_norm: 6.6379 2021-07-18 04:02:49,192 - mmaction - INFO - Epoch [236][1320/1879] lr: 1.651e-03, eta: 9:04:22, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6730, top5_acc: 0.8562, loss_cls: 1.3602, loss: 1.3602, grad_norm: 6.5019 2021-07-18 04:03:05,781 - mmaction - INFO - Epoch [236][1340/1879] lr: 1.651e-03, eta: 9:04:04, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6648, top5_acc: 0.8480, loss_cls: 1.4010, loss: 1.4010, grad_norm: 6.6241 2021-07-18 04:03:22,611 - mmaction - INFO - Epoch [236][1360/1879] lr: 1.651e-03, eta: 9:03:47, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8551, loss_cls: 1.3446, loss: 1.3446, grad_norm: 6.7746 2021-07-18 04:03:39,416 - mmaction - INFO - Epoch [236][1380/1879] lr: 1.651e-03, eta: 9:03:30, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8566, loss_cls: 1.3120, loss: 1.3120, grad_norm: 6.6634 2021-07-18 04:03:56,141 - mmaction - INFO - Epoch [236][1400/1879] lr: 1.651e-03, eta: 9:03:13, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8582, loss_cls: 1.3463, loss: 1.3463, grad_norm: 6.5083 2021-07-18 04:04:12,991 - mmaction - INFO - Epoch [236][1420/1879] lr: 1.651e-03, eta: 9:02:55, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8559, loss_cls: 1.3352, loss: 1.3352, grad_norm: 6.7656 2021-07-18 04:04:29,650 - mmaction - INFO - Epoch [236][1440/1879] lr: 1.651e-03, eta: 9:02:38, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8430, loss_cls: 1.3954, loss: 1.3954, grad_norm: 6.7564 2021-07-18 04:04:46,533 - mmaction - INFO - Epoch [236][1460/1879] lr: 1.651e-03, eta: 9:02:21, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8676, loss_cls: 1.3141, loss: 1.3141, grad_norm: 6.7415 2021-07-18 04:05:03,284 - mmaction - INFO - Epoch [236][1480/1879] lr: 1.651e-03, eta: 9:02:04, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8500, loss_cls: 1.3512, loss: 1.3512, grad_norm: 6.4661 2021-07-18 04:05:20,035 - mmaction - INFO - Epoch [236][1500/1879] lr: 1.651e-03, eta: 9:01:46, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6754, top5_acc: 0.8594, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.7637 2021-07-18 04:05:36,719 - mmaction - INFO - Epoch [236][1520/1879] lr: 1.651e-03, eta: 9:01:29, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8738, loss_cls: 1.2477, loss: 1.2477, grad_norm: 6.4874 2021-07-18 04:05:53,409 - mmaction - INFO - Epoch [236][1540/1879] lr: 1.651e-03, eta: 9:01:12, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3886, loss: 1.3886, grad_norm: 6.5648 2021-07-18 04:06:10,255 - mmaction - INFO - Epoch [236][1560/1879] lr: 1.651e-03, eta: 9:00:55, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8668, loss_cls: 1.2849, loss: 1.2849, grad_norm: 6.4919 2021-07-18 04:06:27,033 - mmaction - INFO - Epoch [236][1580/1879] lr: 1.651e-03, eta: 9:00:37, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8539, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.6366 2021-07-18 04:06:43,740 - mmaction - INFO - Epoch [236][1600/1879] lr: 1.651e-03, eta: 9:00:20, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8629, loss_cls: 1.2909, loss: 1.2909, grad_norm: 6.5703 2021-07-18 04:07:00,521 - mmaction - INFO - Epoch [236][1620/1879] lr: 1.651e-03, eta: 9:00:03, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8457, loss_cls: 1.3731, loss: 1.3731, grad_norm: 6.5543 2021-07-18 04:07:17,362 - mmaction - INFO - Epoch [236][1640/1879] lr: 1.651e-03, eta: 8:59:46, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8652, loss_cls: 1.3067, loss: 1.3067, grad_norm: 6.5621 2021-07-18 04:07:34,318 - mmaction - INFO - Epoch [236][1660/1879] lr: 1.651e-03, eta: 8:59:28, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8520, loss_cls: 1.3465, loss: 1.3465, grad_norm: 6.6068 2021-07-18 04:07:51,076 - mmaction - INFO - Epoch [236][1680/1879] lr: 1.651e-03, eta: 8:59:11, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8574, loss_cls: 1.2821, loss: 1.2821, grad_norm: 6.2430 2021-07-18 04:08:07,755 - mmaction - INFO - Epoch [236][1700/1879] lr: 1.651e-03, eta: 8:58:54, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8461, loss_cls: 1.3756, loss: 1.3756, grad_norm: 6.5784 2021-07-18 04:08:24,515 - mmaction - INFO - Epoch [236][1720/1879] lr: 1.651e-03, eta: 8:58:37, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3922, loss: 1.3922, grad_norm: 6.7268 2021-07-18 04:08:41,396 - mmaction - INFO - Epoch [236][1740/1879] lr: 1.651e-03, eta: 8:58:19, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3123, loss: 1.3123, grad_norm: 6.4414 2021-07-18 04:08:58,341 - mmaction - INFO - Epoch [236][1760/1879] lr: 1.651e-03, eta: 8:58:02, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8598, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.4789 2021-07-18 04:09:14,904 - mmaction - INFO - Epoch [236][1780/1879] lr: 1.651e-03, eta: 8:57:45, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8574, loss_cls: 1.3497, loss: 1.3497, grad_norm: 6.6264 2021-07-18 04:09:31,743 - mmaction - INFO - Epoch [236][1800/1879] lr: 1.651e-03, eta: 8:57:28, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8531, loss_cls: 1.3312, loss: 1.3312, grad_norm: 6.4584 2021-07-18 04:09:48,711 - mmaction - INFO - Epoch [236][1820/1879] lr: 1.651e-03, eta: 8:57:11, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8668, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.5731 2021-07-18 04:10:05,602 - mmaction - INFO - Epoch [236][1840/1879] lr: 1.651e-03, eta: 8:56:53, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8574, loss_cls: 1.3274, loss: 1.3274, grad_norm: 6.7218 2021-07-18 04:10:22,513 - mmaction - INFO - Epoch [236][1860/1879] lr: 1.651e-03, eta: 8:56:36, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8598, loss_cls: 1.3059, loss: 1.3059, grad_norm: 6.5240 2021-07-18 04:10:40,898 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 04:10:40,902 - mmaction - INFO - 106 BN found 2021-07-18 04:15:31,474 - mmaction - INFO - BN stats updated 2021-07-18 04:15:33,496 - mmaction - INFO - Saving checkpoint at 236 epochs 2021-07-18 04:16:24,235 - mmaction - INFO - Epoch [237][20/1879] lr: 1.498e-03, eta: 8:56:08, time: 2.412, data_time: 1.619, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.5900 2021-07-18 04:16:40,596 - mmaction - INFO - Epoch [237][40/1879] lr: 1.498e-03, eta: 8:55:50, time: 0.819, data_time: 0.006, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8621, loss_cls: 1.3449, loss: 1.3449, grad_norm: 6.6603 2021-07-18 04:16:56,999 - mmaction - INFO - Epoch [237][60/1879] lr: 1.498e-03, eta: 8:55:33, time: 0.818, data_time: 0.006, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8457, loss_cls: 1.3851, loss: 1.3851, grad_norm: 6.7892 2021-07-18 04:17:13,618 - mmaction - INFO - Epoch [237][80/1879] lr: 1.498e-03, eta: 8:55:16, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8516, loss_cls: 1.3419, loss: 1.3419, grad_norm: 6.5708 2021-07-18 04:17:30,254 - mmaction - INFO - Epoch [237][100/1879] lr: 1.498e-03, eta: 8:54:58, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3285, loss: 1.3285, grad_norm: 6.7069 2021-07-18 04:17:46,881 - mmaction - INFO - Epoch [237][120/1879] lr: 1.498e-03, eta: 8:54:41, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.3056, loss: 1.3056, grad_norm: 6.3994 2021-07-18 04:18:03,623 - mmaction - INFO - Epoch [237][140/1879] lr: 1.498e-03, eta: 8:54:24, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8598, loss_cls: 1.3114, loss: 1.3114, grad_norm: 6.4580 2021-07-18 04:18:20,362 - mmaction - INFO - Epoch [237][160/1879] lr: 1.498e-03, eta: 8:54:07, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8598, loss_cls: 1.3040, loss: 1.3040, grad_norm: 6.6547 2021-07-18 04:18:37,102 - mmaction - INFO - Epoch [237][180/1879] lr: 1.498e-03, eta: 8:53:49, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8625, loss_cls: 1.2604, loss: 1.2604, grad_norm: 6.4479 2021-07-18 04:18:53,759 - mmaction - INFO - Epoch [237][200/1879] lr: 1.498e-03, eta: 8:53:32, time: 0.831, data_time: 0.007, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8613, loss_cls: 1.3190, loss: 1.3190, grad_norm: 6.7961 2021-07-18 04:19:10,581 - mmaction - INFO - Epoch [237][220/1879] lr: 1.498e-03, eta: 8:53:15, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8570, loss_cls: 1.2890, loss: 1.2890, grad_norm: 6.5583 2021-07-18 04:19:27,349 - mmaction - INFO - Epoch [237][240/1879] lr: 1.498e-03, eta: 8:52:58, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8598, loss_cls: 1.3308, loss: 1.3308, grad_norm: 6.5692 2021-07-18 04:19:44,107 - mmaction - INFO - Epoch [237][260/1879] lr: 1.498e-03, eta: 8:52:40, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2564, loss: 1.2564, grad_norm: 6.6725 2021-07-18 04:20:00,726 - mmaction - INFO - Epoch [237][280/1879] lr: 1.498e-03, eta: 8:52:23, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.6736 2021-07-18 04:20:17,491 - mmaction - INFO - Epoch [237][300/1879] lr: 1.498e-03, eta: 8:52:06, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6781, top5_acc: 0.8566, loss_cls: 1.2955, loss: 1.2955, grad_norm: 6.8090 2021-07-18 04:20:34,483 - mmaction - INFO - Epoch [237][320/1879] lr: 1.498e-03, eta: 8:51:49, time: 0.848, data_time: 0.006, memory: 6455, top1_acc: 0.6750, top5_acc: 0.8496, loss_cls: 1.3706, loss: 1.3706, grad_norm: 6.6926 2021-07-18 04:20:51,309 - mmaction - INFO - Epoch [237][340/1879] lr: 1.498e-03, eta: 8:51:31, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8699, loss_cls: 1.3018, loss: 1.3018, grad_norm: 6.9013 2021-07-18 04:21:08,124 - mmaction - INFO - Epoch [237][360/1879] lr: 1.498e-03, eta: 8:51:14, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8648, loss_cls: 1.2645, loss: 1.2645, grad_norm: 6.5308 2021-07-18 04:21:24,904 - mmaction - INFO - Epoch [237][380/1879] lr: 1.498e-03, eta: 8:50:57, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8668, loss_cls: 1.2697, loss: 1.2697, grad_norm: 6.6360 2021-07-18 04:21:41,641 - mmaction - INFO - Epoch [237][400/1879] lr: 1.498e-03, eta: 8:50:40, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8707, loss_cls: 1.2337, loss: 1.2337, grad_norm: 6.5202 2021-07-18 04:21:58,355 - mmaction - INFO - Epoch [237][420/1879] lr: 1.498e-03, eta: 8:50:22, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8637, loss_cls: 1.2934, loss: 1.2934, grad_norm: 6.6471 2021-07-18 04:22:15,263 - mmaction - INFO - Epoch [237][440/1879] lr: 1.498e-03, eta: 8:50:05, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8633, loss_cls: 1.2880, loss: 1.2880, grad_norm: 6.5180 2021-07-18 04:22:32,126 - mmaction - INFO - Epoch [237][460/1879] lr: 1.498e-03, eta: 8:49:48, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8562, loss_cls: 1.2961, loss: 1.2961, grad_norm: 6.5931 2021-07-18 04:22:48,960 - mmaction - INFO - Epoch [237][480/1879] lr: 1.498e-03, eta: 8:49:31, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8605, loss_cls: 1.3166, loss: 1.3166, grad_norm: 6.8759 2021-07-18 04:23:05,641 - mmaction - INFO - Epoch [237][500/1879] lr: 1.498e-03, eta: 8:49:13, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8578, loss_cls: 1.3134, loss: 1.3134, grad_norm: 6.6447 2021-07-18 04:23:22,521 - mmaction - INFO - Epoch [237][520/1879] lr: 1.498e-03, eta: 8:48:56, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8586, loss_cls: 1.2963, loss: 1.2963, grad_norm: 6.6051 2021-07-18 04:23:39,299 - mmaction - INFO - Epoch [237][540/1879] lr: 1.498e-03, eta: 8:48:39, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8633, loss_cls: 1.2994, loss: 1.2994, grad_norm: 6.8654 2021-07-18 04:23:56,079 - mmaction - INFO - Epoch [237][560/1879] lr: 1.498e-03, eta: 8:48:22, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8605, loss_cls: 1.3392, loss: 1.3392, grad_norm: 6.6903 2021-07-18 04:24:12,592 - mmaction - INFO - Epoch [237][580/1879] lr: 1.498e-03, eta: 8:48:04, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2803, loss: 1.2803, grad_norm: 6.4331 2021-07-18 04:24:29,551 - mmaction - INFO - Epoch [237][600/1879] lr: 1.498e-03, eta: 8:47:47, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3211, loss: 1.3211, grad_norm: 6.5805 2021-07-18 04:24:46,309 - mmaction - INFO - Epoch [237][620/1879] lr: 1.498e-03, eta: 8:47:30, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.4025, loss: 1.4025, grad_norm: 6.8768 2021-07-18 04:25:03,064 - mmaction - INFO - Epoch [237][640/1879] lr: 1.498e-03, eta: 8:47:13, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8684, loss_cls: 1.2739, loss: 1.2739, grad_norm: 6.5666 2021-07-18 04:25:19,832 - mmaction - INFO - Epoch [237][660/1879] lr: 1.498e-03, eta: 8:46:55, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.3117, loss: 1.3117, grad_norm: 6.6223 2021-07-18 04:25:36,679 - mmaction - INFO - Epoch [237][680/1879] lr: 1.498e-03, eta: 8:46:38, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8660, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.5767 2021-07-18 04:25:53,443 - mmaction - INFO - Epoch [237][700/1879] lr: 1.498e-03, eta: 8:46:21, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8625, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.6755 2021-07-18 04:26:10,241 - mmaction - INFO - Epoch [237][720/1879] lr: 1.498e-03, eta: 8:46:04, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8645, loss_cls: 1.2885, loss: 1.2885, grad_norm: 6.6677 2021-07-18 04:26:27,013 - mmaction - INFO - Epoch [237][740/1879] lr: 1.498e-03, eta: 8:45:47, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.3033, loss: 1.3033, grad_norm: 6.5591 2021-07-18 04:26:43,887 - mmaction - INFO - Epoch [237][760/1879] lr: 1.498e-03, eta: 8:45:29, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8578, loss_cls: 1.3252, loss: 1.3252, grad_norm: 6.5312 2021-07-18 04:27:00,702 - mmaction - INFO - Epoch [237][780/1879] lr: 1.498e-03, eta: 8:45:12, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8680, loss_cls: 1.2893, loss: 1.2893, grad_norm: 6.4650 2021-07-18 04:27:17,327 - mmaction - INFO - Epoch [237][800/1879] lr: 1.498e-03, eta: 8:44:55, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8547, loss_cls: 1.2769, loss: 1.2769, grad_norm: 6.5209 2021-07-18 04:27:34,109 - mmaction - INFO - Epoch [237][820/1879] lr: 1.498e-03, eta: 8:44:38, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8547, loss_cls: 1.3105, loss: 1.3105, grad_norm: 6.5415 2021-07-18 04:27:50,991 - mmaction - INFO - Epoch [237][840/1879] lr: 1.498e-03, eta: 8:44:20, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.6676, top5_acc: 0.8555, loss_cls: 1.3898, loss: 1.3898, grad_norm: 6.8910 2021-07-18 04:28:07,728 - mmaction - INFO - Epoch [237][860/1879] lr: 1.498e-03, eta: 8:44:03, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8512, loss_cls: 1.3384, loss: 1.3384, grad_norm: 6.7269 2021-07-18 04:28:24,490 - mmaction - INFO - Epoch [237][880/1879] lr: 1.498e-03, eta: 8:43:46, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8605, loss_cls: 1.2864, loss: 1.2864, grad_norm: 6.4694 2021-07-18 04:28:41,281 - mmaction - INFO - Epoch [237][900/1879] lr: 1.498e-03, eta: 8:43:29, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8723, loss_cls: 1.2107, loss: 1.2107, grad_norm: 6.4353 2021-07-18 04:28:58,012 - mmaction - INFO - Epoch [237][920/1879] lr: 1.498e-03, eta: 8:43:11, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2899, loss: 1.2899, grad_norm: 6.6802 2021-07-18 04:29:14,863 - mmaction - INFO - Epoch [237][940/1879] lr: 1.498e-03, eta: 8:42:54, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8621, loss_cls: 1.3209, loss: 1.3209, grad_norm: 6.6697 2021-07-18 04:29:31,491 - mmaction - INFO - Epoch [237][960/1879] lr: 1.498e-03, eta: 8:42:37, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2918, loss: 1.2918, grad_norm: 6.5783 2021-07-18 04:29:48,189 - mmaction - INFO - Epoch [237][980/1879] lr: 1.498e-03, eta: 8:42:20, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2863, loss: 1.2863, grad_norm: 6.6812 2021-07-18 04:30:05,031 - mmaction - INFO - Epoch [237][1000/1879] lr: 1.498e-03, eta: 8:42:02, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8543, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.5210 2021-07-18 04:30:21,710 - mmaction - INFO - Epoch [237][1020/1879] lr: 1.498e-03, eta: 8:41:45, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8645, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.4978 2021-07-18 04:30:38,498 - mmaction - INFO - Epoch [237][1040/1879] lr: 1.498e-03, eta: 8:41:28, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8539, loss_cls: 1.3187, loss: 1.3187, grad_norm: 6.5756 2021-07-18 04:30:55,185 - mmaction - INFO - Epoch [237][1060/1879] lr: 1.498e-03, eta: 8:41:11, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.7111 2021-07-18 04:31:11,978 - mmaction - INFO - Epoch [237][1080/1879] lr: 1.498e-03, eta: 8:40:53, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.6766, top5_acc: 0.8445, loss_cls: 1.3736, loss: 1.3736, grad_norm: 6.6824 2021-07-18 04:31:28,686 - mmaction - INFO - Epoch [237][1100/1879] lr: 1.498e-03, eta: 8:40:36, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3552, loss: 1.3552, grad_norm: 6.6866 2021-07-18 04:31:45,473 - mmaction - INFO - Epoch [237][1120/1879] lr: 1.498e-03, eta: 8:40:19, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8629, loss_cls: 1.3037, loss: 1.3037, grad_norm: 6.6699 2021-07-18 04:32:02,192 - mmaction - INFO - Epoch [237][1140/1879] lr: 1.498e-03, eta: 8:40:02, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8684, loss_cls: 1.2799, loss: 1.2799, grad_norm: 6.7971 2021-07-18 04:32:18,935 - mmaction - INFO - Epoch [237][1160/1879] lr: 1.498e-03, eta: 8:39:44, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8578, loss_cls: 1.2895, loss: 1.2895, grad_norm: 6.6126 2021-07-18 04:32:35,722 - mmaction - INFO - Epoch [237][1180/1879] lr: 1.498e-03, eta: 8:39:27, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8418, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.7939 2021-07-18 04:32:52,461 - mmaction - INFO - Epoch [237][1200/1879] lr: 1.498e-03, eta: 8:39:10, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8645, loss_cls: 1.3095, loss: 1.3095, grad_norm: 6.5932 2021-07-18 04:33:09,149 - mmaction - INFO - Epoch [237][1220/1879] lr: 1.498e-03, eta: 8:38:53, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8551, loss_cls: 1.2894, loss: 1.2894, grad_norm: 6.5069 2021-07-18 04:33:25,977 - mmaction - INFO - Epoch [237][1240/1879] lr: 1.498e-03, eta: 8:38:35, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3275, loss: 1.3275, grad_norm: 6.6297 2021-07-18 04:33:42,935 - mmaction - INFO - Epoch [237][1260/1879] lr: 1.498e-03, eta: 8:38:18, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3787, loss: 1.3787, grad_norm: 6.7773 2021-07-18 04:33:59,623 - mmaction - INFO - Epoch [237][1280/1879] lr: 1.498e-03, eta: 8:38:01, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2601, loss: 1.2601, grad_norm: 6.7665 2021-07-18 04:34:16,706 - mmaction - INFO - Epoch [237][1300/1879] lr: 1.498e-03, eta: 8:37:44, time: 0.852, data_time: 0.004, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3287, loss: 1.3287, grad_norm: 6.7591 2021-07-18 04:34:33,460 - mmaction - INFO - Epoch [237][1320/1879] lr: 1.498e-03, eta: 8:37:27, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3283, loss: 1.3283, grad_norm: 6.7285 2021-07-18 04:34:50,210 - mmaction - INFO - Epoch [237][1340/1879] lr: 1.498e-03, eta: 8:37:09, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8566, loss_cls: 1.2979, loss: 1.2979, grad_norm: 6.5091 2021-07-18 04:35:06,949 - mmaction - INFO - Epoch [237][1360/1879] lr: 1.498e-03, eta: 8:36:52, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3270, loss: 1.3270, grad_norm: 6.5872 2021-07-18 04:35:23,675 - mmaction - INFO - Epoch [237][1380/1879] lr: 1.498e-03, eta: 8:36:35, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8676, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.4766 2021-07-18 04:35:40,494 - mmaction - INFO - Epoch [237][1400/1879] lr: 1.498e-03, eta: 8:36:18, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8562, loss_cls: 1.3049, loss: 1.3049, grad_norm: 6.5279 2021-07-18 04:35:57,226 - mmaction - INFO - Epoch [237][1420/1879] lr: 1.498e-03, eta: 8:36:00, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8617, loss_cls: 1.2926, loss: 1.2926, grad_norm: 6.5660 2021-07-18 04:36:14,228 - mmaction - INFO - Epoch [237][1440/1879] lr: 1.498e-03, eta: 8:35:43, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8441, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.6791 2021-07-18 04:36:31,113 - mmaction - INFO - Epoch [237][1460/1879] lr: 1.498e-03, eta: 8:35:26, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8637, loss_cls: 1.2991, loss: 1.2991, grad_norm: 6.5343 2021-07-18 04:36:48,025 - mmaction - INFO - Epoch [237][1480/1879] lr: 1.498e-03, eta: 8:35:09, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8488, loss_cls: 1.3437, loss: 1.3437, grad_norm: 6.7094 2021-07-18 04:37:04,760 - mmaction - INFO - Epoch [237][1500/1879] lr: 1.498e-03, eta: 8:34:52, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6762, top5_acc: 0.8422, loss_cls: 1.3751, loss: 1.3751, grad_norm: 6.6101 2021-07-18 04:37:21,592 - mmaction - INFO - Epoch [237][1520/1879] lr: 1.498e-03, eta: 8:34:34, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8531, loss_cls: 1.3261, loss: 1.3261, grad_norm: 6.7194 2021-07-18 04:37:38,364 - mmaction - INFO - Epoch [237][1540/1879] lr: 1.498e-03, eta: 8:34:17, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8551, loss_cls: 1.3305, loss: 1.3305, grad_norm: 6.5991 2021-07-18 04:37:55,139 - mmaction - INFO - Epoch [237][1560/1879] lr: 1.498e-03, eta: 8:34:00, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3427, loss: 1.3427, grad_norm: 6.6001 2021-07-18 04:38:11,934 - mmaction - INFO - Epoch [237][1580/1879] lr: 1.498e-03, eta: 8:33:43, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3003, loss: 1.3003, grad_norm: 6.4510 2021-07-18 04:38:28,869 - mmaction - INFO - Epoch [237][1600/1879] lr: 1.498e-03, eta: 8:33:26, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8613, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.6054 2021-07-18 04:38:45,783 - mmaction - INFO - Epoch [237][1620/1879] lr: 1.498e-03, eta: 8:33:08, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8660, loss_cls: 1.2950, loss: 1.2950, grad_norm: 6.5647 2021-07-18 04:39:02,572 - mmaction - INFO - Epoch [237][1640/1879] lr: 1.498e-03, eta: 8:32:51, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.3353, loss: 1.3353, grad_norm: 6.4670 2021-07-18 04:39:19,454 - mmaction - INFO - Epoch [237][1660/1879] lr: 1.498e-03, eta: 8:32:34, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8641, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.5885 2021-07-18 04:39:36,208 - mmaction - INFO - Epoch [237][1680/1879] lr: 1.498e-03, eta: 8:32:17, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3221, loss: 1.3221, grad_norm: 6.7621 2021-07-18 04:39:52,986 - mmaction - INFO - Epoch [237][1700/1879] lr: 1.498e-03, eta: 8:31:59, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2727, loss: 1.2727, grad_norm: 6.6231 2021-07-18 04:40:09,734 - mmaction - INFO - Epoch [237][1720/1879] lr: 1.498e-03, eta: 8:31:42, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8605, loss_cls: 1.3341, loss: 1.3341, grad_norm: 6.8096 2021-07-18 04:40:26,603 - mmaction - INFO - Epoch [237][1740/1879] lr: 1.498e-03, eta: 8:31:25, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8547, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.8213 2021-07-18 04:40:43,581 - mmaction - INFO - Epoch [237][1760/1879] lr: 1.498e-03, eta: 8:31:08, time: 0.851, data_time: 0.003, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8723, loss_cls: 1.2960, loss: 1.2960, grad_norm: 6.7416 2021-07-18 04:41:00,260 - mmaction - INFO - Epoch [237][1780/1879] lr: 1.498e-03, eta: 8:30:51, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8535, loss_cls: 1.3117, loss: 1.3117, grad_norm: 6.6044 2021-07-18 04:41:17,003 - mmaction - INFO - Epoch [237][1800/1879] lr: 1.498e-03, eta: 8:30:33, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8621, loss_cls: 1.3036, loss: 1.3036, grad_norm: 6.7866 2021-07-18 04:41:33,744 - mmaction - INFO - Epoch [237][1820/1879] lr: 1.498e-03, eta: 8:30:16, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8570, loss_cls: 1.3041, loss: 1.3041, grad_norm: 6.7458 2021-07-18 04:41:50,516 - mmaction - INFO - Epoch [237][1840/1879] lr: 1.498e-03, eta: 8:29:59, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8488, loss_cls: 1.3757, loss: 1.3757, grad_norm: 7.0097 2021-07-18 04:42:07,270 - mmaction - INFO - Epoch [237][1860/1879] lr: 1.498e-03, eta: 8:29:42, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8516, loss_cls: 1.3425, loss: 1.3425, grad_norm: 6.8527 2021-07-18 04:42:25,697 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 04:42:25,700 - mmaction - INFO - 106 BN found 2021-07-18 04:47:11,246 - mmaction - INFO - BN stats updated 2021-07-18 04:48:07,721 - mmaction - INFO - Epoch [238][20/1879] lr: 1.353e-03, eta: 8:29:15, time: 2.721, data_time: 1.595, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8555, loss_cls: 1.3033, loss: 1.3033, grad_norm: 6.6101 2021-07-18 04:48:23,949 - mmaction - INFO - Epoch [238][40/1879] lr: 1.353e-03, eta: 8:28:57, time: 0.812, data_time: 0.006, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8637, loss_cls: 1.3027, loss: 1.3027, grad_norm: 6.6149 2021-07-18 04:48:40,445 - mmaction - INFO - Epoch [238][60/1879] lr: 1.353e-03, eta: 8:28:40, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2804, loss: 1.2804, grad_norm: 6.5797 2021-07-18 04:48:56,941 - mmaction - INFO - Epoch [238][80/1879] lr: 1.353e-03, eta: 8:28:23, time: 0.825, data_time: 0.006, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8488, loss_cls: 1.3664, loss: 1.3664, grad_norm: 6.8178 2021-07-18 04:49:13,637 - mmaction - INFO - Epoch [238][100/1879] lr: 1.353e-03, eta: 8:28:05, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8664, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.4929 2021-07-18 04:49:30,393 - mmaction - INFO - Epoch [238][120/1879] lr: 1.353e-03, eta: 8:27:48, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8641, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.4686 2021-07-18 04:49:47,061 - mmaction - INFO - Epoch [238][140/1879] lr: 1.353e-03, eta: 8:27:31, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8664, loss_cls: 1.3114, loss: 1.3114, grad_norm: 6.6846 2021-07-18 04:50:03,737 - mmaction - INFO - Epoch [238][160/1879] lr: 1.353e-03, eta: 8:27:14, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8566, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.7410 2021-07-18 04:50:20,381 - mmaction - INFO - Epoch [238][180/1879] lr: 1.353e-03, eta: 8:26:56, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.2440, loss: 1.2440, grad_norm: 6.5792 2021-07-18 04:50:37,185 - mmaction - INFO - Epoch [238][200/1879] lr: 1.353e-03, eta: 8:26:39, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2855, loss: 1.2855, grad_norm: 6.4982 2021-07-18 04:50:54,025 - mmaction - INFO - Epoch [238][220/1879] lr: 1.353e-03, eta: 8:26:22, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8672, loss_cls: 1.2779, loss: 1.2779, grad_norm: 6.6299 2021-07-18 04:51:10,797 - mmaction - INFO - Epoch [238][240/1879] lr: 1.353e-03, eta: 8:26:05, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8527, loss_cls: 1.3386, loss: 1.3386, grad_norm: 6.7910 2021-07-18 04:51:27,787 - mmaction - INFO - Epoch [238][260/1879] lr: 1.353e-03, eta: 8:25:48, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2692, loss: 1.2692, grad_norm: 6.8214 2021-07-18 04:51:44,384 - mmaction - INFO - Epoch [238][280/1879] lr: 1.353e-03, eta: 8:25:30, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8598, loss_cls: 1.3250, loss: 1.3250, grad_norm: 6.6279 2021-07-18 04:52:01,101 - mmaction - INFO - Epoch [238][300/1879] lr: 1.353e-03, eta: 8:25:13, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3089, loss: 1.3089, grad_norm: 6.6075 2021-07-18 04:52:17,944 - mmaction - INFO - Epoch [238][320/1879] lr: 1.353e-03, eta: 8:24:56, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8543, loss_cls: 1.3344, loss: 1.3344, grad_norm: 6.6753 2021-07-18 04:52:34,691 - mmaction - INFO - Epoch [238][340/1879] lr: 1.353e-03, eta: 8:24:39, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8699, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.6332 2021-07-18 04:52:51,532 - mmaction - INFO - Epoch [238][360/1879] lr: 1.353e-03, eta: 8:24:21, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8559, loss_cls: 1.2895, loss: 1.2895, grad_norm: 6.6736 2021-07-18 04:53:08,277 - mmaction - INFO - Epoch [238][380/1879] lr: 1.353e-03, eta: 8:24:04, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8586, loss_cls: 1.2517, loss: 1.2517, grad_norm: 6.5597 2021-07-18 04:53:25,152 - mmaction - INFO - Epoch [238][400/1879] lr: 1.353e-03, eta: 8:23:47, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8578, loss_cls: 1.2789, loss: 1.2789, grad_norm: 6.5537 2021-07-18 04:53:41,996 - mmaction - INFO - Epoch [238][420/1879] lr: 1.353e-03, eta: 8:23:30, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8613, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.7074 2021-07-18 04:53:58,772 - mmaction - INFO - Epoch [238][440/1879] lr: 1.353e-03, eta: 8:23:12, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8629, loss_cls: 1.3050, loss: 1.3050, grad_norm: 6.5250 2021-07-18 04:54:15,511 - mmaction - INFO - Epoch [238][460/1879] lr: 1.353e-03, eta: 8:22:55, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8602, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.5464 2021-07-18 04:54:32,276 - mmaction - INFO - Epoch [238][480/1879] lr: 1.353e-03, eta: 8:22:38, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.2964, loss: 1.2964, grad_norm: 6.6949 2021-07-18 04:54:49,189 - mmaction - INFO - Epoch [238][500/1879] lr: 1.353e-03, eta: 8:22:21, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8668, loss_cls: 1.3029, loss: 1.3029, grad_norm: 6.6633 2021-07-18 04:55:05,959 - mmaction - INFO - Epoch [238][520/1879] lr: 1.353e-03, eta: 8:22:04, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3252, loss: 1.3252, grad_norm: 6.6108 2021-07-18 04:55:22,764 - mmaction - INFO - Epoch [238][540/1879] lr: 1.353e-03, eta: 8:21:46, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8703, loss_cls: 1.2835, loss: 1.2835, grad_norm: 6.6728 2021-07-18 04:55:39,522 - mmaction - INFO - Epoch [238][560/1879] lr: 1.353e-03, eta: 8:21:29, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8633, loss_cls: 1.2957, loss: 1.2957, grad_norm: 6.6888 2021-07-18 04:55:56,308 - mmaction - INFO - Epoch [238][580/1879] lr: 1.353e-03, eta: 8:21:12, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8695, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.3868 2021-07-18 04:56:13,062 - mmaction - INFO - Epoch [238][600/1879] lr: 1.353e-03, eta: 8:20:55, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8566, loss_cls: 1.3230, loss: 1.3230, grad_norm: 6.8591 2021-07-18 04:56:29,964 - mmaction - INFO - Epoch [238][620/1879] lr: 1.353e-03, eta: 8:20:37, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8723, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.5638 2021-07-18 04:56:46,802 - mmaction - INFO - Epoch [238][640/1879] lr: 1.353e-03, eta: 8:20:20, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.7846 2021-07-18 04:57:03,613 - mmaction - INFO - Epoch [238][660/1879] lr: 1.353e-03, eta: 8:20:03, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6809, top5_acc: 0.8527, loss_cls: 1.3404, loss: 1.3404, grad_norm: 6.7047 2021-07-18 04:57:20,527 - mmaction - INFO - Epoch [238][680/1879] lr: 1.353e-03, eta: 8:19:46, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8609, loss_cls: 1.3170, loss: 1.3170, grad_norm: 6.7092 2021-07-18 04:57:37,154 - mmaction - INFO - Epoch [238][700/1879] lr: 1.353e-03, eta: 8:19:29, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8609, loss_cls: 1.3236, loss: 1.3236, grad_norm: 6.6306 2021-07-18 04:57:54,065 - mmaction - INFO - Epoch [238][720/1879] lr: 1.353e-03, eta: 8:19:11, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8621, loss_cls: 1.2923, loss: 1.2923, grad_norm: 6.6624 2021-07-18 04:58:10,813 - mmaction - INFO - Epoch [238][740/1879] lr: 1.353e-03, eta: 8:18:54, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8598, loss_cls: 1.2934, loss: 1.2934, grad_norm: 6.7697 2021-07-18 04:58:27,644 - mmaction - INFO - Epoch [238][760/1879] lr: 1.353e-03, eta: 8:18:37, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8551, loss_cls: 1.3174, loss: 1.3174, grad_norm: 6.7863 2021-07-18 04:58:44,463 - mmaction - INFO - Epoch [238][780/1879] lr: 1.353e-03, eta: 8:18:20, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8691, loss_cls: 1.2540, loss: 1.2540, grad_norm: 6.6888 2021-07-18 04:59:01,292 - mmaction - INFO - Epoch [238][800/1879] lr: 1.353e-03, eta: 8:18:02, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8590, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.6827 2021-07-18 04:59:18,063 - mmaction - INFO - Epoch [238][820/1879] lr: 1.353e-03, eta: 8:17:45, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8609, loss_cls: 1.2769, loss: 1.2769, grad_norm: 6.5182 2021-07-18 04:59:34,939 - mmaction - INFO - Epoch [238][840/1879] lr: 1.353e-03, eta: 8:17:28, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8645, loss_cls: 1.2959, loss: 1.2959, grad_norm: 6.5390 2021-07-18 04:59:51,747 - mmaction - INFO - Epoch [238][860/1879] lr: 1.353e-03, eta: 8:17:11, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3046, loss: 1.3046, grad_norm: 6.6586 2021-07-18 05:00:08,528 - mmaction - INFO - Epoch [238][880/1879] lr: 1.353e-03, eta: 8:16:54, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.6224 2021-07-18 05:00:25,256 - mmaction - INFO - Epoch [238][900/1879] lr: 1.353e-03, eta: 8:16:36, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2804, loss: 1.2804, grad_norm: 6.6782 2021-07-18 05:00:41,993 - mmaction - INFO - Epoch [238][920/1879] lr: 1.353e-03, eta: 8:16:19, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.6361 2021-07-18 05:00:58,769 - mmaction - INFO - Epoch [238][940/1879] lr: 1.353e-03, eta: 8:16:02, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3161, loss: 1.3161, grad_norm: 6.8248 2021-07-18 05:01:15,577 - mmaction - INFO - Epoch [238][960/1879] lr: 1.353e-03, eta: 8:15:45, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8535, loss_cls: 1.3232, loss: 1.3232, grad_norm: 6.7852 2021-07-18 05:01:32,530 - mmaction - INFO - Epoch [238][980/1879] lr: 1.353e-03, eta: 8:15:27, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2840, loss: 1.2840, grad_norm: 6.4755 2021-07-18 05:01:49,300 - mmaction - INFO - Epoch [238][1000/1879] lr: 1.353e-03, eta: 8:15:10, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8578, loss_cls: 1.3217, loss: 1.3217, grad_norm: 6.7839 2021-07-18 05:02:06,067 - mmaction - INFO - Epoch [238][1020/1879] lr: 1.353e-03, eta: 8:14:53, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8684, loss_cls: 1.2648, loss: 1.2648, grad_norm: 6.5298 2021-07-18 05:02:22,903 - mmaction - INFO - Epoch [238][1040/1879] lr: 1.353e-03, eta: 8:14:36, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8672, loss_cls: 1.2738, loss: 1.2738, grad_norm: 6.5061 2021-07-18 05:02:39,874 - mmaction - INFO - Epoch [238][1060/1879] lr: 1.353e-03, eta: 8:14:19, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.6183 2021-07-18 05:02:56,590 - mmaction - INFO - Epoch [238][1080/1879] lr: 1.353e-03, eta: 8:14:01, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8598, loss_cls: 1.3206, loss: 1.3206, grad_norm: 6.7909 2021-07-18 05:03:13,373 - mmaction - INFO - Epoch [238][1100/1879] lr: 1.353e-03, eta: 8:13:44, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8656, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.6207 2021-07-18 05:03:30,140 - mmaction - INFO - Epoch [238][1120/1879] lr: 1.353e-03, eta: 8:13:27, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8445, loss_cls: 1.3380, loss: 1.3380, grad_norm: 6.6082 2021-07-18 05:03:47,065 - mmaction - INFO - Epoch [238][1140/1879] lr: 1.353e-03, eta: 8:13:10, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8562, loss_cls: 1.3072, loss: 1.3072, grad_norm: 6.7859 2021-07-18 05:04:03,811 - mmaction - INFO - Epoch [238][1160/1879] lr: 1.353e-03, eta: 8:12:52, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8617, loss_cls: 1.3063, loss: 1.3063, grad_norm: 6.8376 2021-07-18 05:04:20,723 - mmaction - INFO - Epoch [238][1180/1879] lr: 1.353e-03, eta: 8:12:35, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8605, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.6651 2021-07-18 05:04:37,673 - mmaction - INFO - Epoch [238][1200/1879] lr: 1.353e-03, eta: 8:12:18, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8570, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.7388 2021-07-18 05:04:54,482 - mmaction - INFO - Epoch [238][1220/1879] lr: 1.353e-03, eta: 8:12:01, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8605, loss_cls: 1.2769, loss: 1.2769, grad_norm: 6.6500 2021-07-18 05:05:11,380 - mmaction - INFO - Epoch [238][1240/1879] lr: 1.353e-03, eta: 8:11:44, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8582, loss_cls: 1.3244, loss: 1.3244, grad_norm: 6.7970 2021-07-18 05:05:28,053 - mmaction - INFO - Epoch [238][1260/1879] lr: 1.353e-03, eta: 8:11:26, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.6792 2021-07-18 05:05:44,879 - mmaction - INFO - Epoch [238][1280/1879] lr: 1.353e-03, eta: 8:11:09, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8590, loss_cls: 1.3357, loss: 1.3357, grad_norm: 6.7288 2021-07-18 05:06:01,623 - mmaction - INFO - Epoch [238][1300/1879] lr: 1.353e-03, eta: 8:10:52, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8594, loss_cls: 1.2916, loss: 1.2916, grad_norm: 6.6764 2021-07-18 05:06:18,587 - mmaction - INFO - Epoch [238][1320/1879] lr: 1.353e-03, eta: 8:10:35, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8676, loss_cls: 1.2754, loss: 1.2754, grad_norm: 6.7291 2021-07-18 05:06:35,264 - mmaction - INFO - Epoch [238][1340/1879] lr: 1.353e-03, eta: 8:10:18, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6797, top5_acc: 0.8535, loss_cls: 1.3470, loss: 1.3470, grad_norm: 6.7275 2021-07-18 05:06:52,010 - mmaction - INFO - Epoch [238][1360/1879] lr: 1.353e-03, eta: 8:10:00, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8691, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.5479 2021-07-18 05:07:08,569 - mmaction - INFO - Epoch [238][1380/1879] lr: 1.353e-03, eta: 8:09:43, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8566, loss_cls: 1.3025, loss: 1.3025, grad_norm: 6.6907 2021-07-18 05:07:25,301 - mmaction - INFO - Epoch [238][1400/1879] lr: 1.353e-03, eta: 8:09:26, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.2854, loss: 1.2854, grad_norm: 6.8481 2021-07-18 05:07:42,010 - mmaction - INFO - Epoch [238][1420/1879] lr: 1.353e-03, eta: 8:09:09, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8594, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.5811 2021-07-18 05:07:58,723 - mmaction - INFO - Epoch [238][1440/1879] lr: 1.353e-03, eta: 8:08:51, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3082, loss: 1.3082, grad_norm: 6.8623 2021-07-18 05:08:15,343 - mmaction - INFO - Epoch [238][1460/1879] lr: 1.353e-03, eta: 8:08:34, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8613, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.5169 2021-07-18 05:08:32,078 - mmaction - INFO - Epoch [238][1480/1879] lr: 1.353e-03, eta: 8:08:17, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8605, loss_cls: 1.3215, loss: 1.3215, grad_norm: 6.7814 2021-07-18 05:08:48,775 - mmaction - INFO - Epoch [238][1500/1879] lr: 1.353e-03, eta: 8:08:00, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2821, loss: 1.2821, grad_norm: 6.6505 2021-07-18 05:09:05,333 - mmaction - INFO - Epoch [238][1520/1879] lr: 1.353e-03, eta: 8:07:42, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8562, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.6722 2021-07-18 05:09:22,066 - mmaction - INFO - Epoch [238][1540/1879] lr: 1.353e-03, eta: 8:07:25, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8684, loss_cls: 1.2823, loss: 1.2823, grad_norm: 6.7701 2021-07-18 05:09:38,725 - mmaction - INFO - Epoch [238][1560/1879] lr: 1.353e-03, eta: 8:07:08, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8652, loss_cls: 1.2528, loss: 1.2528, grad_norm: 6.4800 2021-07-18 05:09:55,435 - mmaction - INFO - Epoch [238][1580/1879] lr: 1.353e-03, eta: 8:06:51, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8531, loss_cls: 1.3123, loss: 1.3123, grad_norm: 6.5999 2021-07-18 05:10:12,464 - mmaction - INFO - Epoch [238][1600/1879] lr: 1.353e-03, eta: 8:06:33, time: 0.850, data_time: 0.005, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8684, loss_cls: 1.2711, loss: 1.2711, grad_norm: 6.6114 2021-07-18 05:10:29,179 - mmaction - INFO - Epoch [238][1620/1879] lr: 1.353e-03, eta: 8:06:16, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8469, loss_cls: 1.3365, loss: 1.3365, grad_norm: 6.6710 2021-07-18 05:10:46,147 - mmaction - INFO - Epoch [238][1640/1879] lr: 1.353e-03, eta: 8:05:59, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8617, loss_cls: 1.2755, loss: 1.2755, grad_norm: 6.6375 2021-07-18 05:11:02,729 - mmaction - INFO - Epoch [238][1660/1879] lr: 1.353e-03, eta: 8:05:42, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8566, loss_cls: 1.2935, loss: 1.2935, grad_norm: 6.6594 2021-07-18 05:11:19,402 - mmaction - INFO - Epoch [238][1680/1879] lr: 1.353e-03, eta: 8:05:24, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6738, top5_acc: 0.8453, loss_cls: 1.3911, loss: 1.3911, grad_norm: 6.9970 2021-07-18 05:11:36,146 - mmaction - INFO - Epoch [238][1700/1879] lr: 1.353e-03, eta: 8:05:07, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8715, loss_cls: 1.2412, loss: 1.2412, grad_norm: 6.6299 2021-07-18 05:11:53,035 - mmaction - INFO - Epoch [238][1720/1879] lr: 1.353e-03, eta: 8:04:50, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8633, loss_cls: 1.3061, loss: 1.3061, grad_norm: 6.8901 2021-07-18 05:12:09,815 - mmaction - INFO - Epoch [238][1740/1879] lr: 1.353e-03, eta: 8:04:33, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8613, loss_cls: 1.3300, loss: 1.3300, grad_norm: 6.9581 2021-07-18 05:12:26,588 - mmaction - INFO - Epoch [238][1760/1879] lr: 1.353e-03, eta: 8:04:16, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8684, loss_cls: 1.2251, loss: 1.2251, grad_norm: 6.6261 2021-07-18 05:12:43,750 - mmaction - INFO - Epoch [238][1780/1879] lr: 1.353e-03, eta: 8:03:58, time: 0.859, data_time: 0.004, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8535, loss_cls: 1.3478, loss: 1.3478, grad_norm: 6.8812 2021-07-18 05:13:00,517 - mmaction - INFO - Epoch [238][1800/1879] lr: 1.353e-03, eta: 8:03:41, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8664, loss_cls: 1.2836, loss: 1.2836, grad_norm: 6.6626 2021-07-18 05:13:17,274 - mmaction - INFO - Epoch [238][1820/1879] lr: 1.353e-03, eta: 8:03:24, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8668, loss_cls: 1.2875, loss: 1.2875, grad_norm: 6.6766 2021-07-18 05:13:34,028 - mmaction - INFO - Epoch [238][1840/1879] lr: 1.353e-03, eta: 8:03:07, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2932, loss: 1.2932, grad_norm: 6.8762 2021-07-18 05:13:50,744 - mmaction - INFO - Epoch [238][1860/1879] lr: 1.353e-03, eta: 8:02:50, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3254, loss: 1.3254, grad_norm: 6.9430 2021-07-18 05:14:09,043 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 05:14:09,047 - mmaction - INFO - 106 BN found 2021-07-18 05:18:57,063 - mmaction - INFO - BN stats updated 2021-07-18 05:19:53,056 - mmaction - INFO - Epoch [239][20/1879] lr: 1.215e-03, eta: 8:02:22, time: 2.698, data_time: 1.590, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8703, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.7068 2021-07-18 05:20:09,419 - mmaction - INFO - Epoch [239][40/1879] lr: 1.215e-03, eta: 8:02:05, time: 0.818, data_time: 0.003, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8574, loss_cls: 1.2861, loss: 1.2861, grad_norm: 6.6327 2021-07-18 05:20:25,927 - mmaction - INFO - Epoch [239][60/1879] lr: 1.215e-03, eta: 8:01:48, time: 0.826, data_time: 0.006, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8645, loss_cls: 1.2845, loss: 1.2845, grad_norm: 6.5732 2021-07-18 05:20:42,458 - mmaction - INFO - Epoch [239][80/1879] lr: 1.215e-03, eta: 8:01:30, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8668, loss_cls: 1.2843, loss: 1.2843, grad_norm: 6.5785 2021-07-18 05:20:59,009 - mmaction - INFO - Epoch [239][100/1879] lr: 1.215e-03, eta: 8:01:13, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8602, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.7343 2021-07-18 05:21:15,755 - mmaction - INFO - Epoch [239][120/1879] lr: 1.215e-03, eta: 8:00:56, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.2858, loss: 1.2858, grad_norm: 6.7144 2021-07-18 05:21:32,501 - mmaction - INFO - Epoch [239][140/1879] lr: 1.215e-03, eta: 8:00:38, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8523, loss_cls: 1.3293, loss: 1.3293, grad_norm: 6.7526 2021-07-18 05:21:49,175 - mmaction - INFO - Epoch [239][160/1879] lr: 1.215e-03, eta: 8:00:21, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.2932, loss: 1.2932, grad_norm: 6.6445 2021-07-18 05:22:05,991 - mmaction - INFO - Epoch [239][180/1879] lr: 1.215e-03, eta: 8:00:04, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3264, loss: 1.3264, grad_norm: 6.7963 2021-07-18 05:22:22,805 - mmaction - INFO - Epoch [239][200/1879] lr: 1.215e-03, eta: 7:59:47, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8559, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.6561 2021-07-18 05:22:39,585 - mmaction - INFO - Epoch [239][220/1879] lr: 1.215e-03, eta: 7:59:30, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.7342 2021-07-18 05:22:56,444 - mmaction - INFO - Epoch [239][240/1879] lr: 1.215e-03, eta: 7:59:12, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.6964 2021-07-18 05:23:13,195 - mmaction - INFO - Epoch [239][260/1879] lr: 1.215e-03, eta: 7:58:55, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8621, loss_cls: 1.3173, loss: 1.3173, grad_norm: 6.9102 2021-07-18 05:23:29,990 - mmaction - INFO - Epoch [239][280/1879] lr: 1.215e-03, eta: 7:58:38, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8559, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.7130 2021-07-18 05:23:46,787 - mmaction - INFO - Epoch [239][300/1879] lr: 1.215e-03, eta: 7:58:21, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8605, loss_cls: 1.3042, loss: 1.3042, grad_norm: 6.7555 2021-07-18 05:24:03,699 - mmaction - INFO - Epoch [239][320/1879] lr: 1.215e-03, eta: 7:58:03, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8660, loss_cls: 1.2766, loss: 1.2766, grad_norm: 6.7335 2021-07-18 05:24:20,475 - mmaction - INFO - Epoch [239][340/1879] lr: 1.215e-03, eta: 7:57:46, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8719, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.5950 2021-07-18 05:24:37,272 - mmaction - INFO - Epoch [239][360/1879] lr: 1.215e-03, eta: 7:57:29, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8676, loss_cls: 1.2383, loss: 1.2383, grad_norm: 6.5905 2021-07-18 05:24:54,148 - mmaction - INFO - Epoch [239][380/1879] lr: 1.215e-03, eta: 7:57:12, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8688, loss_cls: 1.2718, loss: 1.2718, grad_norm: 6.7963 2021-07-18 05:25:11,134 - mmaction - INFO - Epoch [239][400/1879] lr: 1.215e-03, eta: 7:56:55, time: 0.851, data_time: 0.004, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3077, loss: 1.3077, grad_norm: 6.5942 2021-07-18 05:25:28,025 - mmaction - INFO - Epoch [239][420/1879] lr: 1.215e-03, eta: 7:56:37, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8562, loss_cls: 1.3061, loss: 1.3061, grad_norm: 6.6733 2021-07-18 05:25:44,762 - mmaction - INFO - Epoch [239][440/1879] lr: 1.215e-03, eta: 7:56:20, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8629, loss_cls: 1.2893, loss: 1.2893, grad_norm: 6.7486 2021-07-18 05:26:01,544 - mmaction - INFO - Epoch [239][460/1879] lr: 1.215e-03, eta: 7:56:03, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8574, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.6925 2021-07-18 05:26:18,203 - mmaction - INFO - Epoch [239][480/1879] lr: 1.215e-03, eta: 7:55:46, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8602, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.7983 2021-07-18 05:26:34,990 - mmaction - INFO - Epoch [239][500/1879] lr: 1.215e-03, eta: 7:55:29, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8664, loss_cls: 1.2539, loss: 1.2539, grad_norm: 6.6017 2021-07-18 05:26:51,693 - mmaction - INFO - Epoch [239][520/1879] lr: 1.215e-03, eta: 7:55:11, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8645, loss_cls: 1.3056, loss: 1.3056, grad_norm: 6.7350 2021-07-18 05:27:08,528 - mmaction - INFO - Epoch [239][540/1879] lr: 1.215e-03, eta: 7:54:54, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.7985 2021-07-18 05:27:25,232 - mmaction - INFO - Epoch [239][560/1879] lr: 1.215e-03, eta: 7:54:37, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8516, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.7416 2021-07-18 05:27:42,043 - mmaction - INFO - Epoch [239][580/1879] lr: 1.215e-03, eta: 7:54:20, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6801, top5_acc: 0.8527, loss_cls: 1.3321, loss: 1.3321, grad_norm: 6.7841 2021-07-18 05:27:58,734 - mmaction - INFO - Epoch [239][600/1879] lr: 1.215e-03, eta: 7:54:02, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8715, loss_cls: 1.2501, loss: 1.2501, grad_norm: 6.6679 2021-07-18 05:28:15,548 - mmaction - INFO - Epoch [239][620/1879] lr: 1.215e-03, eta: 7:53:45, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8652, loss_cls: 1.2452, loss: 1.2452, grad_norm: 6.6022 2021-07-18 05:28:32,192 - mmaction - INFO - Epoch [239][640/1879] lr: 1.215e-03, eta: 7:53:28, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8648, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.8050 2021-07-18 05:28:48,845 - mmaction - INFO - Epoch [239][660/1879] lr: 1.215e-03, eta: 7:53:11, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8730, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.6683 2021-07-18 05:29:05,715 - mmaction - INFO - Epoch [239][680/1879] lr: 1.215e-03, eta: 7:52:54, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.6764 2021-07-18 05:29:22,630 - mmaction - INFO - Epoch [239][700/1879] lr: 1.215e-03, eta: 7:52:36, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8688, loss_cls: 1.2210, loss: 1.2210, grad_norm: 6.4064 2021-07-18 05:29:39,538 - mmaction - INFO - Epoch [239][720/1879] lr: 1.215e-03, eta: 7:52:19, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8523, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.7091 2021-07-18 05:29:56,217 - mmaction - INFO - Epoch [239][740/1879] lr: 1.215e-03, eta: 7:52:02, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8660, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.7633 2021-07-18 05:30:13,150 - mmaction - INFO - Epoch [239][760/1879] lr: 1.215e-03, eta: 7:51:45, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3235, loss: 1.3235, grad_norm: 6.9003 2021-07-18 05:30:29,950 - mmaction - INFO - Epoch [239][780/1879] lr: 1.215e-03, eta: 7:51:27, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2724, loss: 1.2724, grad_norm: 6.5653 2021-07-18 05:30:46,699 - mmaction - INFO - Epoch [239][800/1879] lr: 1.215e-03, eta: 7:51:10, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8621, loss_cls: 1.3048, loss: 1.3048, grad_norm: 6.6125 2021-07-18 05:31:03,586 - mmaction - INFO - Epoch [239][820/1879] lr: 1.215e-03, eta: 7:50:53, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6777, top5_acc: 0.8535, loss_cls: 1.3513, loss: 1.3513, grad_norm: 6.9161 2021-07-18 05:31:20,406 - mmaction - INFO - Epoch [239][840/1879] lr: 1.215e-03, eta: 7:50:36, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8531, loss_cls: 1.3181, loss: 1.3181, grad_norm: 6.6587 2021-07-18 05:31:37,354 - mmaction - INFO - Epoch [239][860/1879] lr: 1.215e-03, eta: 7:50:19, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8602, loss_cls: 1.3031, loss: 1.3031, grad_norm: 6.5784 2021-07-18 05:31:53,956 - mmaction - INFO - Epoch [239][880/1879] lr: 1.215e-03, eta: 7:50:01, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8609, loss_cls: 1.2918, loss: 1.2918, grad_norm: 6.7671 2021-07-18 05:32:10,629 - mmaction - INFO - Epoch [239][900/1879] lr: 1.215e-03, eta: 7:49:44, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.3205, loss: 1.3205, grad_norm: 6.6337 2021-07-18 05:32:27,518 - mmaction - INFO - Epoch [239][920/1879] lr: 1.215e-03, eta: 7:49:27, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8660, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.5071 2021-07-18 05:32:44,353 - mmaction - INFO - Epoch [239][940/1879] lr: 1.215e-03, eta: 7:49:10, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8543, loss_cls: 1.3098, loss: 1.3098, grad_norm: 6.8578 2021-07-18 05:33:01,069 - mmaction - INFO - Epoch [239][960/1879] lr: 1.215e-03, eta: 7:48:53, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8699, loss_cls: 1.2340, loss: 1.2340, grad_norm: 6.4749 2021-07-18 05:33:17,814 - mmaction - INFO - Epoch [239][980/1879] lr: 1.215e-03, eta: 7:48:35, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2836, loss: 1.2836, grad_norm: 6.7023 2021-07-18 05:33:34,535 - mmaction - INFO - Epoch [239][1000/1879] lr: 1.215e-03, eta: 7:48:18, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8559, loss_cls: 1.3098, loss: 1.3098, grad_norm: 6.7590 2021-07-18 05:33:51,319 - mmaction - INFO - Epoch [239][1020/1879] lr: 1.215e-03, eta: 7:48:01, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8645, loss_cls: 1.2777, loss: 1.2777, grad_norm: 6.8793 2021-07-18 05:34:08,086 - mmaction - INFO - Epoch [239][1040/1879] lr: 1.215e-03, eta: 7:47:44, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2925, loss: 1.2925, grad_norm: 6.7498 2021-07-18 05:34:24,923 - mmaction - INFO - Epoch [239][1060/1879] lr: 1.215e-03, eta: 7:47:26, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8609, loss_cls: 1.2392, loss: 1.2392, grad_norm: 6.5613 2021-07-18 05:34:41,654 - mmaction - INFO - Epoch [239][1080/1879] lr: 1.215e-03, eta: 7:47:09, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8578, loss_cls: 1.3088, loss: 1.3088, grad_norm: 6.6851 2021-07-18 05:34:58,499 - mmaction - INFO - Epoch [239][1100/1879] lr: 1.215e-03, eta: 7:46:52, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8574, loss_cls: 1.2968, loss: 1.2968, grad_norm: 6.7434 2021-07-18 05:35:15,236 - mmaction - INFO - Epoch [239][1120/1879] lr: 1.215e-03, eta: 7:46:35, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8648, loss_cls: 1.2708, loss: 1.2708, grad_norm: 6.6745 2021-07-18 05:35:32,133 - mmaction - INFO - Epoch [239][1140/1879] lr: 1.215e-03, eta: 7:46:18, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8570, loss_cls: 1.2992, loss: 1.2992, grad_norm: 6.6881 2021-07-18 05:35:48,905 - mmaction - INFO - Epoch [239][1160/1879] lr: 1.215e-03, eta: 7:46:00, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8547, loss_cls: 1.3156, loss: 1.3156, grad_norm: 6.7165 2021-07-18 05:36:05,704 - mmaction - INFO - Epoch [239][1180/1879] lr: 1.215e-03, eta: 7:45:43, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8578, loss_cls: 1.2925, loss: 1.2925, grad_norm: 6.7147 2021-07-18 05:36:22,336 - mmaction - INFO - Epoch [239][1200/1879] lr: 1.215e-03, eta: 7:45:26, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.3082, loss: 1.3082, grad_norm: 6.9334 2021-07-18 05:36:39,171 - mmaction - INFO - Epoch [239][1220/1879] lr: 1.215e-03, eta: 7:45:09, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8582, loss_cls: 1.2829, loss: 1.2829, grad_norm: 6.5626 2021-07-18 05:36:55,948 - mmaction - INFO - Epoch [239][1240/1879] lr: 1.215e-03, eta: 7:44:52, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8828, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.5274 2021-07-18 05:37:12,732 - mmaction - INFO - Epoch [239][1260/1879] lr: 1.215e-03, eta: 7:44:34, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8566, loss_cls: 1.3366, loss: 1.3366, grad_norm: 6.8204 2021-07-18 05:37:29,581 - mmaction - INFO - Epoch [239][1280/1879] lr: 1.215e-03, eta: 7:44:17, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8629, loss_cls: 1.3030, loss: 1.3030, grad_norm: 6.7726 2021-07-18 05:37:46,276 - mmaction - INFO - Epoch [239][1300/1879] lr: 1.215e-03, eta: 7:44:00, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8656, loss_cls: 1.2743, loss: 1.2743, grad_norm: 6.7747 2021-07-18 05:38:03,236 - mmaction - INFO - Epoch [239][1320/1879] lr: 1.215e-03, eta: 7:43:43, time: 0.847, data_time: 0.002, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8551, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.6828 2021-07-18 05:38:20,097 - mmaction - INFO - Epoch [239][1340/1879] lr: 1.215e-03, eta: 7:43:26, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8621, loss_cls: 1.3129, loss: 1.3129, grad_norm: 6.9735 2021-07-18 05:38:36,632 - mmaction - INFO - Epoch [239][1360/1879] lr: 1.215e-03, eta: 7:43:08, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8656, loss_cls: 1.2861, loss: 1.2861, grad_norm: 6.8470 2021-07-18 05:38:53,512 - mmaction - INFO - Epoch [239][1380/1879] lr: 1.215e-03, eta: 7:42:51, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8664, loss_cls: 1.2859, loss: 1.2859, grad_norm: 6.8141 2021-07-18 05:39:10,312 - mmaction - INFO - Epoch [239][1400/1879] lr: 1.215e-03, eta: 7:42:34, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2950, loss: 1.2950, grad_norm: 6.7763 2021-07-18 05:39:26,903 - mmaction - INFO - Epoch [239][1420/1879] lr: 1.215e-03, eta: 7:42:17, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8660, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.6049 2021-07-18 05:39:43,587 - mmaction - INFO - Epoch [239][1440/1879] lr: 1.215e-03, eta: 7:41:59, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8582, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.7406 2021-07-18 05:40:00,235 - mmaction - INFO - Epoch [239][1460/1879] lr: 1.215e-03, eta: 7:41:42, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8723, loss_cls: 1.2617, loss: 1.2617, grad_norm: 6.7055 2021-07-18 05:40:17,134 - mmaction - INFO - Epoch [239][1480/1879] lr: 1.215e-03, eta: 7:41:25, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6832, top5_acc: 0.8562, loss_cls: 1.3345, loss: 1.3345, grad_norm: 7.0206 2021-07-18 05:40:33,878 - mmaction - INFO - Epoch [239][1500/1879] lr: 1.215e-03, eta: 7:41:08, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8594, loss_cls: 1.2878, loss: 1.2878, grad_norm: 6.5935 2021-07-18 05:40:50,626 - mmaction - INFO - Epoch [239][1520/1879] lr: 1.215e-03, eta: 7:40:50, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8516, loss_cls: 1.3182, loss: 1.3182, grad_norm: 6.8866 2021-07-18 05:41:07,249 - mmaction - INFO - Epoch [239][1540/1879] lr: 1.215e-03, eta: 7:40:33, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8562, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.6998 2021-07-18 05:41:24,221 - mmaction - INFO - Epoch [239][1560/1879] lr: 1.215e-03, eta: 7:40:16, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8598, loss_cls: 1.2878, loss: 1.2878, grad_norm: 6.6994 2021-07-18 05:41:40,948 - mmaction - INFO - Epoch [239][1580/1879] lr: 1.215e-03, eta: 7:39:59, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8645, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.6576 2021-07-18 05:41:58,289 - mmaction - INFO - Epoch [239][1600/1879] lr: 1.215e-03, eta: 7:39:42, time: 0.865, data_time: 0.004, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8570, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.7215 2021-07-18 05:42:14,981 - mmaction - INFO - Epoch [239][1620/1879] lr: 1.215e-03, eta: 7:39:25, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8590, loss_cls: 1.3359, loss: 1.3359, grad_norm: 6.8225 2021-07-18 05:42:31,870 - mmaction - INFO - Epoch [239][1640/1879] lr: 1.215e-03, eta: 7:39:07, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8645, loss_cls: 1.2888, loss: 1.2888, grad_norm: 6.7956 2021-07-18 05:42:48,459 - mmaction - INFO - Epoch [239][1660/1879] lr: 1.215e-03, eta: 7:38:50, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8613, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.7388 2021-07-18 05:43:05,408 - mmaction - INFO - Epoch [239][1680/1879] lr: 1.215e-03, eta: 7:38:33, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8645, loss_cls: 1.2780, loss: 1.2780, grad_norm: 6.8061 2021-07-18 05:43:21,807 - mmaction - INFO - Epoch [239][1700/1879] lr: 1.215e-03, eta: 7:38:16, time: 0.821, data_time: 0.002, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8617, loss_cls: 1.2989, loss: 1.2989, grad_norm: 6.7999 2021-07-18 05:43:38,624 - mmaction - INFO - Epoch [239][1720/1879] lr: 1.215e-03, eta: 7:37:58, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8602, loss_cls: 1.2428, loss: 1.2428, grad_norm: 6.7192 2021-07-18 05:43:55,475 - mmaction - INFO - Epoch [239][1740/1879] lr: 1.215e-03, eta: 7:37:41, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6770, top5_acc: 0.8449, loss_cls: 1.3456, loss: 1.3456, grad_norm: 6.8793 2021-07-18 05:44:12,285 - mmaction - INFO - Epoch [239][1760/1879] lr: 1.215e-03, eta: 7:37:24, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8617, loss_cls: 1.2742, loss: 1.2742, grad_norm: 6.6092 2021-07-18 05:44:29,152 - mmaction - INFO - Epoch [239][1780/1879] lr: 1.215e-03, eta: 7:37:07, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8617, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.7310 2021-07-18 05:44:46,036 - mmaction - INFO - Epoch [239][1800/1879] lr: 1.215e-03, eta: 7:36:50, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8730, loss_cls: 1.2575, loss: 1.2575, grad_norm: 6.8199 2021-07-18 05:45:02,801 - mmaction - INFO - Epoch [239][1820/1879] lr: 1.215e-03, eta: 7:36:32, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6785, top5_acc: 0.8660, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.8130 2021-07-18 05:45:19,537 - mmaction - INFO - Epoch [239][1840/1879] lr: 1.215e-03, eta: 7:36:15, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8578, loss_cls: 1.3026, loss: 1.3026, grad_norm: 6.7529 2021-07-18 05:45:36,409 - mmaction - INFO - Epoch [239][1860/1879] lr: 1.215e-03, eta: 7:35:58, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8637, loss_cls: 1.3208, loss: 1.3208, grad_norm: 6.8465 2021-07-18 05:45:55,909 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 05:45:55,913 - mmaction - INFO - 106 BN found 2021-07-18 05:50:42,805 - mmaction - INFO - BN stats updated 2021-07-18 05:51:38,246 - mmaction - INFO - Epoch [240][20/1879] lr: 1.084e-03, eta: 7:35:30, time: 2.671, data_time: 1.587, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.6120 2021-07-18 05:51:54,570 - mmaction - INFO - Epoch [240][40/1879] lr: 1.084e-03, eta: 7:35:13, time: 0.816, data_time: 0.004, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8625, loss_cls: 1.2761, loss: 1.2761, grad_norm: 6.6949 2021-07-18 05:52:11,058 - mmaction - INFO - Epoch [240][60/1879] lr: 1.084e-03, eta: 7:34:55, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8609, loss_cls: 1.2757, loss: 1.2757, grad_norm: 6.6770 2021-07-18 05:52:27,629 - mmaction - INFO - Epoch [240][80/1879] lr: 1.084e-03, eta: 7:34:38, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2890, loss: 1.2890, grad_norm: 6.8624 2021-07-18 05:52:44,252 - mmaction - INFO - Epoch [240][100/1879] lr: 1.084e-03, eta: 7:34:21, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3007, loss: 1.3007, grad_norm: 6.8796 2021-07-18 05:53:00,860 - mmaction - INFO - Epoch [240][120/1879] lr: 1.084e-03, eta: 7:34:04, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8613, loss_cls: 1.2948, loss: 1.2948, grad_norm: 6.8012 2021-07-18 05:53:17,557 - mmaction - INFO - Epoch [240][140/1879] lr: 1.084e-03, eta: 7:33:46, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8652, loss_cls: 1.2734, loss: 1.2734, grad_norm: 6.8030 2021-07-18 05:53:34,159 - mmaction - INFO - Epoch [240][160/1879] lr: 1.084e-03, eta: 7:33:29, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8504, loss_cls: 1.3016, loss: 1.3016, grad_norm: 6.6564 2021-07-18 05:53:50,929 - mmaction - INFO - Epoch [240][180/1879] lr: 1.084e-03, eta: 7:33:12, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8684, loss_cls: 1.2171, loss: 1.2171, grad_norm: 6.6250 2021-07-18 05:54:07,494 - mmaction - INFO - Epoch [240][200/1879] lr: 1.084e-03, eta: 7:32:55, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8703, loss_cls: 1.2211, loss: 1.2211, grad_norm: 6.6165 2021-07-18 05:54:24,226 - mmaction - INFO - Epoch [240][220/1879] lr: 1.084e-03, eta: 7:32:37, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8621, loss_cls: 1.2952, loss: 1.2952, grad_norm: 6.7627 2021-07-18 05:54:40,845 - mmaction - INFO - Epoch [240][240/1879] lr: 1.084e-03, eta: 7:32:20, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8621, loss_cls: 1.3159, loss: 1.3159, grad_norm: 7.0295 2021-07-18 05:54:57,672 - mmaction - INFO - Epoch [240][260/1879] lr: 1.084e-03, eta: 7:32:03, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8645, loss_cls: 1.2832, loss: 1.2832, grad_norm: 6.9002 2021-07-18 05:55:14,351 - mmaction - INFO - Epoch [240][280/1879] lr: 1.084e-03, eta: 7:31:46, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8559, loss_cls: 1.3155, loss: 1.3155, grad_norm: 6.7034 2021-07-18 05:55:31,237 - mmaction - INFO - Epoch [240][300/1879] lr: 1.084e-03, eta: 7:31:28, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2692, loss: 1.2692, grad_norm: 6.7713 2021-07-18 05:55:48,135 - mmaction - INFO - Epoch [240][320/1879] lr: 1.084e-03, eta: 7:31:11, time: 0.849, data_time: 0.005, memory: 6455, top1_acc: 0.6699, top5_acc: 0.8547, loss_cls: 1.3588, loss: 1.3588, grad_norm: 6.9857 2021-07-18 05:56:04,846 - mmaction - INFO - Epoch [240][340/1879] lr: 1.084e-03, eta: 7:30:54, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8672, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.8635 2021-07-18 05:56:21,597 - mmaction - INFO - Epoch [240][360/1879] lr: 1.084e-03, eta: 7:30:37, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8664, loss_cls: 1.2710, loss: 1.2710, grad_norm: 6.7443 2021-07-18 05:56:38,209 - mmaction - INFO - Epoch [240][380/1879] lr: 1.084e-03, eta: 7:30:20, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8711, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.6996 2021-07-18 05:56:55,137 - mmaction - INFO - Epoch [240][400/1879] lr: 1.084e-03, eta: 7:30:02, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8738, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.5018 2021-07-18 05:57:11,726 - mmaction - INFO - Epoch [240][420/1879] lr: 1.084e-03, eta: 7:29:45, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8680, loss_cls: 1.2623, loss: 1.2623, grad_norm: 6.6473 2021-07-18 05:57:28,566 - mmaction - INFO - Epoch [240][440/1879] lr: 1.084e-03, eta: 7:29:28, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8594, loss_cls: 1.2725, loss: 1.2725, grad_norm: 6.7245 2021-07-18 05:57:45,347 - mmaction - INFO - Epoch [240][460/1879] lr: 1.084e-03, eta: 7:29:11, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8699, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.7114 2021-07-18 05:58:02,058 - mmaction - INFO - Epoch [240][480/1879] lr: 1.084e-03, eta: 7:28:54, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8574, loss_cls: 1.2734, loss: 1.2734, grad_norm: 7.0340 2021-07-18 05:58:18,821 - mmaction - INFO - Epoch [240][500/1879] lr: 1.084e-03, eta: 7:28:36, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8742, loss_cls: 1.2393, loss: 1.2393, grad_norm: 6.7623 2021-07-18 05:58:35,695 - mmaction - INFO - Epoch [240][520/1879] lr: 1.084e-03, eta: 7:28:19, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6816, top5_acc: 0.8590, loss_cls: 1.2800, loss: 1.2800, grad_norm: 6.8945 2021-07-18 05:58:52,457 - mmaction - INFO - Epoch [240][540/1879] lr: 1.084e-03, eta: 7:28:02, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6840, top5_acc: 0.8625, loss_cls: 1.3204, loss: 1.3204, grad_norm: 7.1062 2021-07-18 05:59:09,164 - mmaction - INFO - Epoch [240][560/1879] lr: 1.084e-03, eta: 7:27:45, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2552, loss: 1.2552, grad_norm: 6.7760 2021-07-18 05:59:25,859 - mmaction - INFO - Epoch [240][580/1879] lr: 1.084e-03, eta: 7:27:27, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8625, loss_cls: 1.2839, loss: 1.2839, grad_norm: 6.8254 2021-07-18 05:59:42,676 - mmaction - INFO - Epoch [240][600/1879] lr: 1.084e-03, eta: 7:27:10, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2367, loss: 1.2367, grad_norm: 6.6740 2021-07-18 05:59:59,403 - mmaction - INFO - Epoch [240][620/1879] lr: 1.084e-03, eta: 7:26:53, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8703, loss_cls: 1.2196, loss: 1.2196, grad_norm: 6.6946 2021-07-18 06:00:17,723 - mmaction - INFO - Epoch [240][640/1879] lr: 1.084e-03, eta: 7:26:36, time: 0.905, data_time: 0.001, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8574, loss_cls: 1.2741, loss: 1.2741, grad_norm: 6.6917 2021-07-18 06:00:34,404 - mmaction - INFO - Epoch [240][660/1879] lr: 1.084e-03, eta: 7:26:19, time: 0.844, data_time: 0.015, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8652, loss_cls: 1.2344, loss: 1.2344, grad_norm: 6.6242 2021-07-18 06:00:51,236 - mmaction - INFO - Epoch [240][680/1879] lr: 1.084e-03, eta: 7:26:02, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.8718 2021-07-18 06:01:07,982 - mmaction - INFO - Epoch [240][700/1879] lr: 1.084e-03, eta: 7:25:45, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8578, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.6664 2021-07-18 06:01:24,668 - mmaction - INFO - Epoch [240][720/1879] lr: 1.084e-03, eta: 7:25:27, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8711, loss_cls: 1.2204, loss: 1.2204, grad_norm: 6.5536 2021-07-18 06:01:41,483 - mmaction - INFO - Epoch [240][740/1879] lr: 1.084e-03, eta: 7:25:10, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8738, loss_cls: 1.2276, loss: 1.2276, grad_norm: 6.7770 2021-07-18 06:01:58,065 - mmaction - INFO - Epoch [240][760/1879] lr: 1.084e-03, eta: 7:24:53, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8719, loss_cls: 1.2112, loss: 1.2112, grad_norm: 6.6353 2021-07-18 06:02:14,722 - mmaction - INFO - Epoch [240][780/1879] lr: 1.084e-03, eta: 7:24:36, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8566, loss_cls: 1.3174, loss: 1.3174, grad_norm: 6.8508 2021-07-18 06:02:31,282 - mmaction - INFO - Epoch [240][800/1879] lr: 1.084e-03, eta: 7:24:18, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8656, loss_cls: 1.2828, loss: 1.2828, grad_norm: 6.7137 2021-07-18 06:02:47,953 - mmaction - INFO - Epoch [240][820/1879] lr: 1.084e-03, eta: 7:24:01, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8484, loss_cls: 1.3356, loss: 1.3356, grad_norm: 6.6584 2021-07-18 06:03:04,605 - mmaction - INFO - Epoch [240][840/1879] lr: 1.084e-03, eta: 7:23:44, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8660, loss_cls: 1.2383, loss: 1.2383, grad_norm: 6.7883 2021-07-18 06:03:21,475 - mmaction - INFO - Epoch [240][860/1879] lr: 1.084e-03, eta: 7:23:27, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8758, loss_cls: 1.2056, loss: 1.2056, grad_norm: 6.4774 2021-07-18 06:03:38,261 - mmaction - INFO - Epoch [240][880/1879] lr: 1.084e-03, eta: 7:23:09, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8598, loss_cls: 1.2750, loss: 1.2750, grad_norm: 6.7674 2021-07-18 06:03:55,089 - mmaction - INFO - Epoch [240][900/1879] lr: 1.084e-03, eta: 7:22:52, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8684, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.6416 2021-07-18 06:04:11,964 - mmaction - INFO - Epoch [240][920/1879] lr: 1.084e-03, eta: 7:22:35, time: 0.847, data_time: 0.006, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8609, loss_cls: 1.2845, loss: 1.2845, grad_norm: 6.7970 2021-07-18 06:04:28,780 - mmaction - INFO - Epoch [240][940/1879] lr: 1.084e-03, eta: 7:22:18, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8652, loss_cls: 1.2777, loss: 1.2777, grad_norm: 6.8980 2021-07-18 06:04:45,507 - mmaction - INFO - Epoch [240][960/1879] lr: 1.084e-03, eta: 7:22:01, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8691, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.6280 2021-07-18 06:05:02,197 - mmaction - INFO - Epoch [240][980/1879] lr: 1.084e-03, eta: 7:21:43, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8617, loss_cls: 1.2670, loss: 1.2670, grad_norm: 6.6704 2021-07-18 06:05:18,975 - mmaction - INFO - Epoch [240][1000/1879] lr: 1.084e-03, eta: 7:21:26, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8711, loss_cls: 1.2444, loss: 1.2444, grad_norm: 6.6327 2021-07-18 06:05:35,772 - mmaction - INFO - Epoch [240][1020/1879] lr: 1.084e-03, eta: 7:21:09, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8688, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.9429 2021-07-18 06:05:52,474 - mmaction - INFO - Epoch [240][1040/1879] lr: 1.084e-03, eta: 7:20:52, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8668, loss_cls: 1.2673, loss: 1.2673, grad_norm: 6.7817 2021-07-18 06:06:09,303 - mmaction - INFO - Epoch [240][1060/1879] lr: 1.084e-03, eta: 7:20:35, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8652, loss_cls: 1.2276, loss: 1.2276, grad_norm: 6.7150 2021-07-18 06:06:26,076 - mmaction - INFO - Epoch [240][1080/1879] lr: 1.084e-03, eta: 7:20:17, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.6746, top5_acc: 0.8535, loss_cls: 1.3757, loss: 1.3757, grad_norm: 6.9987 2021-07-18 06:06:42,996 - mmaction - INFO - Epoch [240][1100/1879] lr: 1.084e-03, eta: 7:20:00, time: 0.847, data_time: 0.007, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8508, loss_cls: 1.3322, loss: 1.3322, grad_norm: 6.8668 2021-07-18 06:06:59,663 - mmaction - INFO - Epoch [240][1120/1879] lr: 1.084e-03, eta: 7:19:43, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8621, loss_cls: 1.3011, loss: 1.3011, grad_norm: 6.8701 2021-07-18 06:07:16,561 - mmaction - INFO - Epoch [240][1140/1879] lr: 1.084e-03, eta: 7:19:26, time: 0.842, data_time: 0.007, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.8509 2021-07-18 06:07:33,280 - mmaction - INFO - Epoch [240][1160/1879] lr: 1.084e-03, eta: 7:19:09, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6703, top5_acc: 0.8590, loss_cls: 1.3591, loss: 1.3591, grad_norm: 7.1757 2021-07-18 06:07:50,046 - mmaction - INFO - Epoch [240][1180/1879] lr: 1.084e-03, eta: 7:18:51, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6820, top5_acc: 0.8613, loss_cls: 1.3207, loss: 1.3207, grad_norm: 6.9483 2021-07-18 06:08:06,802 - mmaction - INFO - Epoch [240][1200/1879] lr: 1.084e-03, eta: 7:18:34, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.7053 2021-07-18 06:08:23,447 - mmaction - INFO - Epoch [240][1220/1879] lr: 1.084e-03, eta: 7:18:17, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8594, loss_cls: 1.2883, loss: 1.2883, grad_norm: 6.7587 2021-07-18 06:08:40,276 - mmaction - INFO - Epoch [240][1240/1879] lr: 1.084e-03, eta: 7:18:00, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8660, loss_cls: 1.2399, loss: 1.2399, grad_norm: 6.7005 2021-07-18 06:08:57,052 - mmaction - INFO - Epoch [240][1260/1879] lr: 1.084e-03, eta: 7:17:43, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8719, loss_cls: 1.2365, loss: 1.2365, grad_norm: 6.8315 2021-07-18 06:09:13,876 - mmaction - INFO - Epoch [240][1280/1879] lr: 1.084e-03, eta: 7:17:25, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1808, loss: 1.1808, grad_norm: 6.5724 2021-07-18 06:09:30,878 - mmaction - INFO - Epoch [240][1300/1879] lr: 1.084e-03, eta: 7:17:08, time: 0.851, data_time: 0.004, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8621, loss_cls: 1.2899, loss: 1.2899, grad_norm: 6.8184 2021-07-18 06:09:47,594 - mmaction - INFO - Epoch [240][1320/1879] lr: 1.084e-03, eta: 7:16:51, time: 0.835, data_time: 0.007, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8660, loss_cls: 1.2569, loss: 1.2569, grad_norm: 6.8851 2021-07-18 06:10:04,482 - mmaction - INFO - Epoch [240][1340/1879] lr: 1.084e-03, eta: 7:16:34, time: 0.847, data_time: 0.006, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8637, loss_cls: 1.2873, loss: 1.2873, grad_norm: 6.8899 2021-07-18 06:10:21,118 - mmaction - INFO - Epoch [240][1360/1879] lr: 1.084e-03, eta: 7:16:17, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8680, loss_cls: 1.2151, loss: 1.2151, grad_norm: 6.5254 2021-07-18 06:10:38,087 - mmaction - INFO - Epoch [240][1380/1879] lr: 1.084e-03, eta: 7:15:59, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.2925, loss: 1.2925, grad_norm: 6.8141 2021-07-18 06:10:54,902 - mmaction - INFO - Epoch [240][1400/1879] lr: 1.084e-03, eta: 7:15:42, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8613, loss_cls: 1.2572, loss: 1.2572, grad_norm: 6.5815 2021-07-18 06:11:11,534 - mmaction - INFO - Epoch [240][1420/1879] lr: 1.084e-03, eta: 7:15:25, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8617, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.9724 2021-07-18 06:11:28,214 - mmaction - INFO - Epoch [240][1440/1879] lr: 1.084e-03, eta: 7:15:08, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8566, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.7736 2021-07-18 06:11:44,968 - mmaction - INFO - Epoch [240][1460/1879] lr: 1.084e-03, eta: 7:14:50, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8766, loss_cls: 1.2207, loss: 1.2207, grad_norm: 6.6440 2021-07-18 06:12:01,609 - mmaction - INFO - Epoch [240][1480/1879] lr: 1.084e-03, eta: 7:14:33, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8703, loss_cls: 1.2059, loss: 1.2059, grad_norm: 6.6679 2021-07-18 06:12:18,359 - mmaction - INFO - Epoch [240][1500/1879] lr: 1.084e-03, eta: 7:14:16, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8684, loss_cls: 1.2706, loss: 1.2706, grad_norm: 6.9682 2021-07-18 06:12:35,211 - mmaction - INFO - Epoch [240][1520/1879] lr: 1.084e-03, eta: 7:13:59, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6813, top5_acc: 0.8504, loss_cls: 1.3322, loss: 1.3322, grad_norm: 6.9084 2021-07-18 06:12:51,937 - mmaction - INFO - Epoch [240][1540/1879] lr: 1.084e-03, eta: 7:13:42, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8598, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.9038 2021-07-18 06:13:08,738 - mmaction - INFO - Epoch [240][1560/1879] lr: 1.084e-03, eta: 7:13:24, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8637, loss_cls: 1.2684, loss: 1.2684, grad_norm: 6.9481 2021-07-18 06:13:25,355 - mmaction - INFO - Epoch [240][1580/1879] lr: 1.084e-03, eta: 7:13:07, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8539, loss_cls: 1.3042, loss: 1.3042, grad_norm: 6.6404 2021-07-18 06:13:42,168 - mmaction - INFO - Epoch [240][1600/1879] lr: 1.084e-03, eta: 7:12:50, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8738, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.6228 2021-07-18 06:13:59,006 - mmaction - INFO - Epoch [240][1620/1879] lr: 1.084e-03, eta: 7:12:33, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6859, top5_acc: 0.8543, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.9521 2021-07-18 06:14:15,753 - mmaction - INFO - Epoch [240][1640/1879] lr: 1.084e-03, eta: 7:12:16, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.2245, loss: 1.2245, grad_norm: 6.7117 2021-07-18 06:14:32,452 - mmaction - INFO - Epoch [240][1660/1879] lr: 1.084e-03, eta: 7:11:58, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.2393, loss: 1.2393, grad_norm: 6.5927 2021-07-18 06:14:49,226 - mmaction - INFO - Epoch [240][1680/1879] lr: 1.084e-03, eta: 7:11:41, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8633, loss_cls: 1.3041, loss: 1.3041, grad_norm: 6.9309 2021-07-18 06:15:06,127 - mmaction - INFO - Epoch [240][1700/1879] lr: 1.084e-03, eta: 7:11:24, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8676, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.7824 2021-07-18 06:15:22,863 - mmaction - INFO - Epoch [240][1720/1879] lr: 1.084e-03, eta: 7:11:07, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8613, loss_cls: 1.2764, loss: 1.2764, grad_norm: 6.5864 2021-07-18 06:15:39,543 - mmaction - INFO - Epoch [240][1740/1879] lr: 1.084e-03, eta: 7:10:50, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8605, loss_cls: 1.2717, loss: 1.2717, grad_norm: 6.7379 2021-07-18 06:15:56,255 - mmaction - INFO - Epoch [240][1760/1879] lr: 1.084e-03, eta: 7:10:32, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8602, loss_cls: 1.2590, loss: 1.2590, grad_norm: 6.6896 2021-07-18 06:16:13,032 - mmaction - INFO - Epoch [240][1780/1879] lr: 1.084e-03, eta: 7:10:15, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8723, loss_cls: 1.2400, loss: 1.2400, grad_norm: 6.7262 2021-07-18 06:16:29,671 - mmaction - INFO - Epoch [240][1800/1879] lr: 1.084e-03, eta: 7:09:58, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8637, loss_cls: 1.3000, loss: 1.3000, grad_norm: 6.8165 2021-07-18 06:16:46,426 - mmaction - INFO - Epoch [240][1820/1879] lr: 1.084e-03, eta: 7:09:41, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8754, loss_cls: 1.2324, loss: 1.2324, grad_norm: 6.9490 2021-07-18 06:17:02,954 - mmaction - INFO - Epoch [240][1840/1879] lr: 1.084e-03, eta: 7:09:23, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2587, loss: 1.2587, grad_norm: 6.7900 2021-07-18 06:17:19,655 - mmaction - INFO - Epoch [240][1860/1879] lr: 1.084e-03, eta: 7:09:06, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2962, loss: 1.2962, grad_norm: 6.8772 2021-07-18 06:17:47,517 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 06:17:47,524 - mmaction - INFO - 106 BN found 2021-07-18 06:22:32,581 - mmaction - INFO - BN stats updated 2021-07-18 06:25:01,244 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-18 06:25:02,091 - mmaction - INFO - top1_acc 0.6871 top5_acc 0.8776 2021-07-18 06:25:02,091 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-18 06:25:02,155 - mmaction - INFO - mean_acc 0.6870 2021-07-18 06:25:03,252 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_240.pth. 2021-07-18 06:25:03,252 - mmaction - INFO - Best top1_acc is 0.6871 at 240 epoch. 2021-07-18 06:25:03,261 - mmaction - INFO - Saving checkpoint at 240 epochs 2021-07-18 06:25:04,416 - mmaction - INFO - Epoch(val) [240][155] top1_acc: 0.6871, top5_acc: 0.8776, mean_class_accuracy: 0.6870 2021-07-18 06:25:51,938 - mmaction - INFO - Epoch [241][20/1879] lr: 9.607e-04, eta: 7:08:36, time: 2.376, data_time: 1.573, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8613, loss_cls: 1.3027, loss: 1.3027, grad_norm: 6.9966 2021-07-18 06:26:08,003 - mmaction - INFO - Epoch [241][40/1879] lr: 9.607e-04, eta: 7:08:19, time: 0.803, data_time: 0.003, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8586, loss_cls: 1.2858, loss: 1.2858, grad_norm: 6.8505 2021-07-18 06:26:24,270 - mmaction - INFO - Epoch [241][60/1879] lr: 9.607e-04, eta: 7:08:02, time: 0.812, data_time: 0.006, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8703, loss_cls: 1.2506, loss: 1.2506, grad_norm: 6.8090 2021-07-18 06:26:40,767 - mmaction - INFO - Epoch [241][80/1879] lr: 9.607e-04, eta: 7:07:44, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8672, loss_cls: 1.2629, loss: 1.2629, grad_norm: 6.8184 2021-07-18 06:26:57,210 - mmaction - INFO - Epoch [241][100/1879] lr: 9.607e-04, eta: 7:07:27, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8730, loss_cls: 1.2267, loss: 1.2267, grad_norm: 6.8403 2021-07-18 06:27:13,743 - mmaction - INFO - Epoch [241][120/1879] lr: 9.607e-04, eta: 7:07:10, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8520, loss_cls: 1.3048, loss: 1.3048, grad_norm: 6.9537 2021-07-18 06:27:30,371 - mmaction - INFO - Epoch [241][140/1879] lr: 9.607e-04, eta: 7:06:53, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8648, loss_cls: 1.2572, loss: 1.2572, grad_norm: 6.9129 2021-07-18 06:27:47,093 - mmaction - INFO - Epoch [241][160/1879] lr: 9.607e-04, eta: 7:06:35, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8605, loss_cls: 1.2761, loss: 1.2761, grad_norm: 6.9328 2021-07-18 06:28:03,766 - mmaction - INFO - Epoch [241][180/1879] lr: 9.607e-04, eta: 7:06:18, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6793, top5_acc: 0.8551, loss_cls: 1.3413, loss: 1.3413, grad_norm: 7.0223 2021-07-18 06:28:20,351 - mmaction - INFO - Epoch [241][200/1879] lr: 9.607e-04, eta: 7:06:01, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8516, loss_cls: 1.2923, loss: 1.2923, grad_norm: 6.7591 2021-07-18 06:28:37,112 - mmaction - INFO - Epoch [241][220/1879] lr: 9.607e-04, eta: 7:05:44, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8738, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.7688 2021-07-18 06:28:53,727 - mmaction - INFO - Epoch [241][240/1879] lr: 9.607e-04, eta: 7:05:26, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.8346 2021-07-18 06:29:10,310 - mmaction - INFO - Epoch [241][260/1879] lr: 9.607e-04, eta: 7:05:09, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8605, loss_cls: 1.2553, loss: 1.2553, grad_norm: 6.8372 2021-07-18 06:29:27,136 - mmaction - INFO - Epoch [241][280/1879] lr: 9.607e-04, eta: 7:04:52, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8547, loss_cls: 1.3341, loss: 1.3341, grad_norm: 6.8520 2021-07-18 06:29:43,762 - mmaction - INFO - Epoch [241][300/1879] lr: 9.607e-04, eta: 7:04:35, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8699, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.5701 2021-07-18 06:30:00,402 - mmaction - INFO - Epoch [241][320/1879] lr: 9.607e-04, eta: 7:04:18, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8586, loss_cls: 1.2799, loss: 1.2799, grad_norm: 6.8165 2021-07-18 06:30:17,192 - mmaction - INFO - Epoch [241][340/1879] lr: 9.607e-04, eta: 7:04:00, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8773, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.7375 2021-07-18 06:30:33,872 - mmaction - INFO - Epoch [241][360/1879] lr: 9.607e-04, eta: 7:03:43, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8582, loss_cls: 1.2944, loss: 1.2944, grad_norm: 6.9790 2021-07-18 06:30:50,634 - mmaction - INFO - Epoch [241][380/1879] lr: 9.607e-04, eta: 7:03:26, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8777, loss_cls: 1.2357, loss: 1.2357, grad_norm: 6.8301 2021-07-18 06:31:07,282 - mmaction - INFO - Epoch [241][400/1879] lr: 9.607e-04, eta: 7:03:09, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8703, loss_cls: 1.2298, loss: 1.2298, grad_norm: 6.8184 2021-07-18 06:31:24,013 - mmaction - INFO - Epoch [241][420/1879] lr: 9.607e-04, eta: 7:02:51, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3511, loss: 1.3511, grad_norm: 7.2540 2021-07-18 06:31:40,665 - mmaction - INFO - Epoch [241][440/1879] lr: 9.607e-04, eta: 7:02:34, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6723, top5_acc: 0.8578, loss_cls: 1.3363, loss: 1.3363, grad_norm: 7.1462 2021-07-18 06:31:57,344 - mmaction - INFO - Epoch [241][460/1879] lr: 9.607e-04, eta: 7:02:17, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8738, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.7941 2021-07-18 06:32:14,086 - mmaction - INFO - Epoch [241][480/1879] lr: 9.607e-04, eta: 7:02:00, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3293, loss: 1.3293, grad_norm: 6.8676 2021-07-18 06:32:30,746 - mmaction - INFO - Epoch [241][500/1879] lr: 9.607e-04, eta: 7:01:43, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6887, top5_acc: 0.8672, loss_cls: 1.2935, loss: 1.2935, grad_norm: 6.9209 2021-07-18 06:32:47,338 - mmaction - INFO - Epoch [241][520/1879] lr: 9.607e-04, eta: 7:01:25, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8613, loss_cls: 1.2771, loss: 1.2771, grad_norm: 6.6921 2021-07-18 06:33:03,845 - mmaction - INFO - Epoch [241][540/1879] lr: 9.607e-04, eta: 7:01:08, time: 0.825, data_time: 0.006, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8699, loss_cls: 1.2145, loss: 1.2145, grad_norm: 6.7438 2021-07-18 06:33:20,479 - mmaction - INFO - Epoch [241][560/1879] lr: 9.607e-04, eta: 7:00:51, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8676, loss_cls: 1.2689, loss: 1.2689, grad_norm: 6.9196 2021-07-18 06:33:37,208 - mmaction - INFO - Epoch [241][580/1879] lr: 9.607e-04, eta: 7:00:34, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8648, loss_cls: 1.2968, loss: 1.2968, grad_norm: 6.9074 2021-07-18 06:33:53,985 - mmaction - INFO - Epoch [241][600/1879] lr: 9.607e-04, eta: 7:00:16, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2677, loss: 1.2677, grad_norm: 6.7569 2021-07-18 06:34:10,935 - mmaction - INFO - Epoch [241][620/1879] lr: 9.607e-04, eta: 6:59:59, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8793, loss_cls: 1.1963, loss: 1.1963, grad_norm: 6.7484 2021-07-18 06:34:27,462 - mmaction - INFO - Epoch [241][640/1879] lr: 9.607e-04, eta: 6:59:42, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8621, loss_cls: 1.2646, loss: 1.2646, grad_norm: 6.6312 2021-07-18 06:34:44,155 - mmaction - INFO - Epoch [241][660/1879] lr: 9.607e-04, eta: 6:59:25, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8699, loss_cls: 1.2332, loss: 1.2332, grad_norm: 6.7421 2021-07-18 06:35:00,910 - mmaction - INFO - Epoch [241][680/1879] lr: 9.607e-04, eta: 6:59:08, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8691, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.5597 2021-07-18 06:35:17,715 - mmaction - INFO - Epoch [241][700/1879] lr: 9.607e-04, eta: 6:58:50, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8723, loss_cls: 1.2429, loss: 1.2429, grad_norm: 6.9059 2021-07-18 06:35:34,352 - mmaction - INFO - Epoch [241][720/1879] lr: 9.607e-04, eta: 6:58:33, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8645, loss_cls: 1.2227, loss: 1.2227, grad_norm: 6.6764 2021-07-18 06:35:51,187 - mmaction - INFO - Epoch [241][740/1879] lr: 9.607e-04, eta: 6:58:16, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8621, loss_cls: 1.2766, loss: 1.2766, grad_norm: 6.8053 2021-07-18 06:36:07,794 - mmaction - INFO - Epoch [241][760/1879] lr: 9.607e-04, eta: 6:57:59, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8617, loss_cls: 1.2533, loss: 1.2533, grad_norm: 6.7423 2021-07-18 06:36:24,504 - mmaction - INFO - Epoch [241][780/1879] lr: 9.607e-04, eta: 6:57:41, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8578, loss_cls: 1.2503, loss: 1.2503, grad_norm: 6.6475 2021-07-18 06:36:41,105 - mmaction - INFO - Epoch [241][800/1879] lr: 9.607e-04, eta: 6:57:24, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8613, loss_cls: 1.2718, loss: 1.2718, grad_norm: 6.7716 2021-07-18 06:36:57,863 - mmaction - INFO - Epoch [241][820/1879] lr: 9.607e-04, eta: 6:57:07, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8691, loss_cls: 1.2582, loss: 1.2582, grad_norm: 6.7443 2021-07-18 06:37:14,544 - mmaction - INFO - Epoch [241][840/1879] lr: 9.607e-04, eta: 6:56:50, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6883, top5_acc: 0.8645, loss_cls: 1.2968, loss: 1.2968, grad_norm: 7.0400 2021-07-18 06:37:31,332 - mmaction - INFO - Epoch [241][860/1879] lr: 9.607e-04, eta: 6:56:33, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8652, loss_cls: 1.2379, loss: 1.2379, grad_norm: 6.7784 2021-07-18 06:37:48,046 - mmaction - INFO - Epoch [241][880/1879] lr: 9.607e-04, eta: 6:56:15, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8645, loss_cls: 1.2449, loss: 1.2449, grad_norm: 6.7447 2021-07-18 06:38:04,757 - mmaction - INFO - Epoch [241][900/1879] lr: 9.607e-04, eta: 6:55:58, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.8693 2021-07-18 06:38:21,451 - mmaction - INFO - Epoch [241][920/1879] lr: 9.607e-04, eta: 6:55:41, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6875, top5_acc: 0.8598, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.0153 2021-07-18 06:38:38,199 - mmaction - INFO - Epoch [241][940/1879] lr: 9.607e-04, eta: 6:55:24, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.7434 2021-07-18 06:38:54,785 - mmaction - INFO - Epoch [241][960/1879] lr: 9.607e-04, eta: 6:55:07, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8637, loss_cls: 1.2452, loss: 1.2452, grad_norm: 6.7346 2021-07-18 06:39:11,535 - mmaction - INFO - Epoch [241][980/1879] lr: 9.607e-04, eta: 6:54:49, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8652, loss_cls: 1.2940, loss: 1.2940, grad_norm: 6.8705 2021-07-18 06:39:28,201 - mmaction - INFO - Epoch [241][1000/1879] lr: 9.607e-04, eta: 6:54:32, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8715, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.8811 2021-07-18 06:39:44,862 - mmaction - INFO - Epoch [241][1020/1879] lr: 9.607e-04, eta: 6:54:15, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8770, loss_cls: 1.2298, loss: 1.2298, grad_norm: 6.8679 2021-07-18 06:40:01,599 - mmaction - INFO - Epoch [241][1040/1879] lr: 9.607e-04, eta: 6:53:58, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8582, loss_cls: 1.3170, loss: 1.3170, grad_norm: 6.8503 2021-07-18 06:40:18,189 - mmaction - INFO - Epoch [241][1060/1879] lr: 9.607e-04, eta: 6:53:40, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8766, loss_cls: 1.1913, loss: 1.1913, grad_norm: 6.7851 2021-07-18 06:40:34,902 - mmaction - INFO - Epoch [241][1080/1879] lr: 9.607e-04, eta: 6:53:23, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8688, loss_cls: 1.2050, loss: 1.2050, grad_norm: 6.7131 2021-07-18 06:40:51,650 - mmaction - INFO - Epoch [241][1100/1879] lr: 9.607e-04, eta: 6:53:06, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8691, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.8360 2021-07-18 06:41:08,346 - mmaction - INFO - Epoch [241][1120/1879] lr: 9.607e-04, eta: 6:52:49, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8621, loss_cls: 1.2788, loss: 1.2788, grad_norm: 6.9155 2021-07-18 06:41:24,965 - mmaction - INFO - Epoch [241][1140/1879] lr: 9.607e-04, eta: 6:52:32, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3160, loss: 1.3160, grad_norm: 6.9686 2021-07-18 06:41:41,812 - mmaction - INFO - Epoch [241][1160/1879] lr: 9.607e-04, eta: 6:52:14, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8699, loss_cls: 1.2601, loss: 1.2601, grad_norm: 6.8573 2021-07-18 06:41:58,443 - mmaction - INFO - Epoch [241][1180/1879] lr: 9.607e-04, eta: 6:51:57, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8703, loss_cls: 1.2589, loss: 1.2589, grad_norm: 6.9664 2021-07-18 06:42:15,336 - mmaction - INFO - Epoch [241][1200/1879] lr: 9.607e-04, eta: 6:51:40, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8621, loss_cls: 1.3117, loss: 1.3117, grad_norm: 7.0136 2021-07-18 06:42:31,971 - mmaction - INFO - Epoch [241][1220/1879] lr: 9.607e-04, eta: 6:51:23, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8641, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.8035 2021-07-18 06:42:48,766 - mmaction - INFO - Epoch [241][1240/1879] lr: 9.607e-04, eta: 6:51:06, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8773, loss_cls: 1.2170, loss: 1.2170, grad_norm: 6.8741 2021-07-18 06:43:05,581 - mmaction - INFO - Epoch [241][1260/1879] lr: 9.607e-04, eta: 6:50:48, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8668, loss_cls: 1.2454, loss: 1.2454, grad_norm: 6.7172 2021-07-18 06:43:22,321 - mmaction - INFO - Epoch [241][1280/1879] lr: 9.607e-04, eta: 6:50:31, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8672, loss_cls: 1.2450, loss: 1.2450, grad_norm: 6.7981 2021-07-18 06:43:39,114 - mmaction - INFO - Epoch [241][1300/1879] lr: 9.607e-04, eta: 6:50:14, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8676, loss_cls: 1.2369, loss: 1.2369, grad_norm: 6.6821 2021-07-18 06:43:55,946 - mmaction - INFO - Epoch [241][1320/1879] lr: 9.607e-04, eta: 6:49:57, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8594, loss_cls: 1.2759, loss: 1.2759, grad_norm: 6.9439 2021-07-18 06:44:12,480 - mmaction - INFO - Epoch [241][1340/1879] lr: 9.607e-04, eta: 6:49:40, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8668, loss_cls: 1.2432, loss: 1.2432, grad_norm: 6.8110 2021-07-18 06:44:29,292 - mmaction - INFO - Epoch [241][1360/1879] lr: 9.607e-04, eta: 6:49:22, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.3036, loss: 1.3036, grad_norm: 7.0045 2021-07-18 06:44:45,850 - mmaction - INFO - Epoch [241][1380/1879] lr: 9.607e-04, eta: 6:49:05, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.7985 2021-07-18 06:45:02,756 - mmaction - INFO - Epoch [241][1400/1879] lr: 9.607e-04, eta: 6:48:48, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8648, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.7875 2021-07-18 06:45:19,515 - mmaction - INFO - Epoch [241][1420/1879] lr: 9.607e-04, eta: 6:48:31, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8488, loss_cls: 1.3388, loss: 1.3388, grad_norm: 6.8824 2021-07-18 06:45:36,253 - mmaction - INFO - Epoch [241][1440/1879] lr: 9.607e-04, eta: 6:48:14, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8680, loss_cls: 1.2274, loss: 1.2274, grad_norm: 6.8227 2021-07-18 06:45:52,996 - mmaction - INFO - Epoch [241][1460/1879] lr: 9.607e-04, eta: 6:47:56, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8680, loss_cls: 1.2350, loss: 1.2350, grad_norm: 6.6360 2021-07-18 06:46:09,954 - mmaction - INFO - Epoch [241][1480/1879] lr: 9.607e-04, eta: 6:47:39, time: 0.846, data_time: 0.003, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8676, loss_cls: 1.2256, loss: 1.2256, grad_norm: 6.6332 2021-07-18 06:46:26,646 - mmaction - INFO - Epoch [241][1500/1879] lr: 9.607e-04, eta: 6:47:22, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8613, loss_cls: 1.2971, loss: 1.2971, grad_norm: 6.8772 2021-07-18 06:46:43,354 - mmaction - INFO - Epoch [241][1520/1879] lr: 9.607e-04, eta: 6:47:05, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8645, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.8218 2021-07-18 06:47:00,040 - mmaction - INFO - Epoch [241][1540/1879] lr: 9.607e-04, eta: 6:46:48, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8586, loss_cls: 1.3074, loss: 1.3074, grad_norm: 6.8900 2021-07-18 06:47:16,668 - mmaction - INFO - Epoch [241][1560/1879] lr: 9.607e-04, eta: 6:46:30, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6871, top5_acc: 0.8543, loss_cls: 1.3063, loss: 1.3063, grad_norm: 6.9822 2021-07-18 06:47:33,382 - mmaction - INFO - Epoch [241][1580/1879] lr: 9.607e-04, eta: 6:46:13, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8715, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.7369 2021-07-18 06:47:50,032 - mmaction - INFO - Epoch [241][1600/1879] lr: 9.607e-04, eta: 6:45:56, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2457, loss: 1.2457, grad_norm: 6.7235 2021-07-18 06:48:06,732 - mmaction - INFO - Epoch [241][1620/1879] lr: 9.607e-04, eta: 6:45:39, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8762, loss_cls: 1.2310, loss: 1.2310, grad_norm: 6.8860 2021-07-18 06:48:23,475 - mmaction - INFO - Epoch [241][1640/1879] lr: 9.607e-04, eta: 6:45:21, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.2396, loss: 1.2396, grad_norm: 6.7931 2021-07-18 06:48:40,199 - mmaction - INFO - Epoch [241][1660/1879] lr: 9.607e-04, eta: 6:45:04, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8738, loss_cls: 1.2336, loss: 1.2336, grad_norm: 6.9175 2021-07-18 06:48:56,877 - mmaction - INFO - Epoch [241][1680/1879] lr: 9.607e-04, eta: 6:44:47, time: 0.836, data_time: 0.007, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8652, loss_cls: 1.2485, loss: 1.2485, grad_norm: 6.9661 2021-07-18 06:49:13,560 - mmaction - INFO - Epoch [241][1700/1879] lr: 9.607e-04, eta: 6:44:30, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8586, loss_cls: 1.3156, loss: 1.3156, grad_norm: 6.9841 2021-07-18 06:49:30,312 - mmaction - INFO - Epoch [241][1720/1879] lr: 9.607e-04, eta: 6:44:13, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8641, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.9385 2021-07-18 06:49:46,938 - mmaction - INFO - Epoch [241][1740/1879] lr: 9.607e-04, eta: 6:43:55, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8652, loss_cls: 1.2692, loss: 1.2692, grad_norm: 6.8583 2021-07-18 06:50:03,595 - mmaction - INFO - Epoch [241][1760/1879] lr: 9.607e-04, eta: 6:43:38, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8645, loss_cls: 1.2520, loss: 1.2520, grad_norm: 6.7223 2021-07-18 06:50:20,260 - mmaction - INFO - Epoch [241][1780/1879] lr: 9.607e-04, eta: 6:43:21, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2426, loss: 1.2426, grad_norm: 6.8180 2021-07-18 06:50:37,082 - mmaction - INFO - Epoch [241][1800/1879] lr: 9.607e-04, eta: 6:43:04, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2572, loss: 1.2572, grad_norm: 6.9379 2021-07-18 06:50:53,730 - mmaction - INFO - Epoch [241][1820/1879] lr: 9.607e-04, eta: 6:42:47, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8547, loss_cls: 1.3386, loss: 1.3386, grad_norm: 7.0945 2021-07-18 06:51:10,579 - mmaction - INFO - Epoch [241][1840/1879] lr: 9.607e-04, eta: 6:42:29, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8668, loss_cls: 1.2549, loss: 1.2549, grad_norm: 6.7602 2021-07-18 06:51:27,050 - mmaction - INFO - Epoch [241][1860/1879] lr: 9.607e-04, eta: 6:42:12, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.9430 2021-07-18 06:51:45,256 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 06:51:45,260 - mmaction - INFO - 106 BN found 2021-07-18 06:56:32,048 - mmaction - INFO - BN stats updated 2021-07-18 06:57:26,965 - mmaction - INFO - Epoch [242][20/1879] lr: 8.447e-04, eta: 6:41:43, time: 2.645, data_time: 1.631, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8715, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.7725 2021-07-18 06:57:43,230 - mmaction - INFO - Epoch [242][40/1879] lr: 8.447e-04, eta: 6:41:26, time: 0.812, data_time: 0.003, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8707, loss_cls: 1.2565, loss: 1.2565, grad_norm: 6.9656 2021-07-18 06:57:59,813 - mmaction - INFO - Epoch [242][60/1879] lr: 8.447e-04, eta: 6:41:09, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.6855, top5_acc: 0.8516, loss_cls: 1.3228, loss: 1.3228, grad_norm: 6.8972 2021-07-18 06:58:16,167 - mmaction - INFO - Epoch [242][80/1879] lr: 8.447e-04, eta: 6:40:51, time: 0.819, data_time: 0.004, memory: 6455, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3246, loss: 1.3246, grad_norm: 7.0035 2021-07-18 06:58:32,829 - mmaction - INFO - Epoch [242][100/1879] lr: 8.447e-04, eta: 6:40:34, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8543, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.0636 2021-07-18 06:58:49,416 - mmaction - INFO - Epoch [242][120/1879] lr: 8.447e-04, eta: 6:40:17, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8629, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.8835 2021-07-18 06:59:06,118 - mmaction - INFO - Epoch [242][140/1879] lr: 8.447e-04, eta: 6:40:00, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8656, loss_cls: 1.2306, loss: 1.2306, grad_norm: 6.7185 2021-07-18 06:59:22,766 - mmaction - INFO - Epoch [242][160/1879] lr: 8.447e-04, eta: 6:39:43, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.0058 2021-07-18 06:59:39,374 - mmaction - INFO - Epoch [242][180/1879] lr: 8.447e-04, eta: 6:39:25, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8652, loss_cls: 1.2847, loss: 1.2847, grad_norm: 7.0066 2021-07-18 06:59:56,058 - mmaction - INFO - Epoch [242][200/1879] lr: 8.447e-04, eta: 6:39:08, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8781, loss_cls: 1.1622, loss: 1.1622, grad_norm: 6.5976 2021-07-18 07:00:12,794 - mmaction - INFO - Epoch [242][220/1879] lr: 8.447e-04, eta: 6:38:51, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8613, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.7978 2021-07-18 07:00:29,175 - mmaction - INFO - Epoch [242][240/1879] lr: 8.447e-04, eta: 6:38:34, time: 0.817, data_time: 0.001, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3005, loss: 1.3005, grad_norm: 7.1103 2021-07-18 07:00:45,774 - mmaction - INFO - Epoch [242][260/1879] lr: 8.447e-04, eta: 6:38:16, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2586, loss: 1.2586, grad_norm: 6.9675 2021-07-18 07:01:02,537 - mmaction - INFO - Epoch [242][280/1879] lr: 8.447e-04, eta: 6:37:59, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8656, loss_cls: 1.2427, loss: 1.2427, grad_norm: 6.8240 2021-07-18 07:01:19,229 - mmaction - INFO - Epoch [242][300/1879] lr: 8.447e-04, eta: 6:37:42, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8773, loss_cls: 1.2226, loss: 1.2226, grad_norm: 6.7128 2021-07-18 07:01:35,931 - mmaction - INFO - Epoch [242][320/1879] lr: 8.447e-04, eta: 6:37:25, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8566, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.8541 2021-07-18 07:01:52,593 - mmaction - INFO - Epoch [242][340/1879] lr: 8.447e-04, eta: 6:37:08, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7281, top5_acc: 0.8840, loss_cls: 1.1599, loss: 1.1599, grad_norm: 6.4855 2021-07-18 07:02:09,138 - mmaction - INFO - Epoch [242][360/1879] lr: 8.447e-04, eta: 6:36:50, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8645, loss_cls: 1.2405, loss: 1.2405, grad_norm: 6.6529 2021-07-18 07:02:25,720 - mmaction - INFO - Epoch [242][380/1879] lr: 8.447e-04, eta: 6:36:33, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8602, loss_cls: 1.2507, loss: 1.2507, grad_norm: 6.7648 2021-07-18 07:02:42,545 - mmaction - INFO - Epoch [242][400/1879] lr: 8.447e-04, eta: 6:36:16, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.3024, loss: 1.3024, grad_norm: 6.7790 2021-07-18 07:02:59,266 - mmaction - INFO - Epoch [242][420/1879] lr: 8.447e-04, eta: 6:35:59, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8715, loss_cls: 1.1911, loss: 1.1911, grad_norm: 6.6468 2021-07-18 07:03:15,834 - mmaction - INFO - Epoch [242][440/1879] lr: 8.447e-04, eta: 6:35:41, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8703, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.9387 2021-07-18 07:03:32,530 - mmaction - INFO - Epoch [242][460/1879] lr: 8.447e-04, eta: 6:35:24, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8727, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.7369 2021-07-18 07:03:49,150 - mmaction - INFO - Epoch [242][480/1879] lr: 8.447e-04, eta: 6:35:07, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8707, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.8935 2021-07-18 07:04:05,837 - mmaction - INFO - Epoch [242][500/1879] lr: 8.447e-04, eta: 6:34:50, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8746, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.8284 2021-07-18 07:04:22,507 - mmaction - INFO - Epoch [242][520/1879] lr: 8.447e-04, eta: 6:34:33, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8605, loss_cls: 1.2557, loss: 1.2557, grad_norm: 6.6898 2021-07-18 07:04:39,361 - mmaction - INFO - Epoch [242][540/1879] lr: 8.447e-04, eta: 6:34:15, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8621, loss_cls: 1.2733, loss: 1.2733, grad_norm: 6.9510 2021-07-18 07:04:55,773 - mmaction - INFO - Epoch [242][560/1879] lr: 8.447e-04, eta: 6:33:58, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8684, loss_cls: 1.2631, loss: 1.2631, grad_norm: 6.8869 2021-07-18 07:05:12,547 - mmaction - INFO - Epoch [242][580/1879] lr: 8.447e-04, eta: 6:33:41, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8656, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.8485 2021-07-18 07:05:29,208 - mmaction - INFO - Epoch [242][600/1879] lr: 8.447e-04, eta: 6:33:24, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8637, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.7023 2021-07-18 07:05:45,824 - mmaction - INFO - Epoch [242][620/1879] lr: 8.447e-04, eta: 6:33:07, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8676, loss_cls: 1.2435, loss: 1.2435, grad_norm: 6.8041 2021-07-18 07:06:02,580 - mmaction - INFO - Epoch [242][640/1879] lr: 8.447e-04, eta: 6:32:49, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.9873 2021-07-18 07:06:19,409 - mmaction - INFO - Epoch [242][660/1879] lr: 8.447e-04, eta: 6:32:32, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8699, loss_cls: 1.2510, loss: 1.2510, grad_norm: 6.7967 2021-07-18 07:06:36,141 - mmaction - INFO - Epoch [242][680/1879] lr: 8.447e-04, eta: 6:32:15, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8758, loss_cls: 1.2029, loss: 1.2029, grad_norm: 6.6970 2021-07-18 07:06:52,877 - mmaction - INFO - Epoch [242][700/1879] lr: 8.447e-04, eta: 6:31:58, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8797, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.9516 2021-07-18 07:07:09,595 - mmaction - INFO - Epoch [242][720/1879] lr: 8.447e-04, eta: 6:31:41, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.9336 2021-07-18 07:07:26,228 - mmaction - INFO - Epoch [242][740/1879] lr: 8.447e-04, eta: 6:31:23, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2378, loss: 1.2378, grad_norm: 6.7189 2021-07-18 07:07:42,896 - mmaction - INFO - Epoch [242][760/1879] lr: 8.447e-04, eta: 6:31:06, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8500, loss_cls: 1.3342, loss: 1.3342, grad_norm: 7.0112 2021-07-18 07:07:59,483 - mmaction - INFO - Epoch [242][780/1879] lr: 8.447e-04, eta: 6:30:49, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8715, loss_cls: 1.2310, loss: 1.2310, grad_norm: 6.7856 2021-07-18 07:08:16,279 - mmaction - INFO - Epoch [242][800/1879] lr: 8.447e-04, eta: 6:30:32, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8625, loss_cls: 1.2282, loss: 1.2282, grad_norm: 6.6478 2021-07-18 07:08:33,144 - mmaction - INFO - Epoch [242][820/1879] lr: 8.447e-04, eta: 6:30:15, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8641, loss_cls: 1.2633, loss: 1.2633, grad_norm: 6.9416 2021-07-18 07:08:49,899 - mmaction - INFO - Epoch [242][840/1879] lr: 8.447e-04, eta: 6:29:57, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2350, loss: 1.2350, grad_norm: 6.8689 2021-07-18 07:09:06,649 - mmaction - INFO - Epoch [242][860/1879] lr: 8.447e-04, eta: 6:29:40, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2374, loss: 1.2374, grad_norm: 6.8728 2021-07-18 07:09:23,243 - mmaction - INFO - Epoch [242][880/1879] lr: 8.447e-04, eta: 6:29:23, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8570, loss_cls: 1.3037, loss: 1.3037, grad_norm: 7.0385 2021-07-18 07:09:39,932 - mmaction - INFO - Epoch [242][900/1879] lr: 8.447e-04, eta: 6:29:06, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8637, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.7052 2021-07-18 07:09:56,635 - mmaction - INFO - Epoch [242][920/1879] lr: 8.447e-04, eta: 6:28:49, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8730, loss_cls: 1.2272, loss: 1.2272, grad_norm: 6.7720 2021-07-18 07:10:13,475 - mmaction - INFO - Epoch [242][940/1879] lr: 8.447e-04, eta: 6:28:31, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8645, loss_cls: 1.2791, loss: 1.2791, grad_norm: 6.9260 2021-07-18 07:10:30,201 - mmaction - INFO - Epoch [242][960/1879] lr: 8.447e-04, eta: 6:28:14, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8672, loss_cls: 1.2390, loss: 1.2390, grad_norm: 6.7839 2021-07-18 07:10:46,815 - mmaction - INFO - Epoch [242][980/1879] lr: 8.447e-04, eta: 6:27:57, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8637, loss_cls: 1.2542, loss: 1.2542, grad_norm: 6.8388 2021-07-18 07:11:03,475 - mmaction - INFO - Epoch [242][1000/1879] lr: 8.447e-04, eta: 6:27:40, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8684, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.5600 2021-07-18 07:11:20,214 - mmaction - INFO - Epoch [242][1020/1879] lr: 8.447e-04, eta: 6:27:22, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8586, loss_cls: 1.2766, loss: 1.2766, grad_norm: 6.8404 2021-07-18 07:11:36,951 - mmaction - INFO - Epoch [242][1040/1879] lr: 8.447e-04, eta: 6:27:05, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.8530 2021-07-18 07:11:53,828 - mmaction - INFO - Epoch [242][1060/1879] lr: 8.447e-04, eta: 6:26:48, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8645, loss_cls: 1.2586, loss: 1.2586, grad_norm: 6.8426 2021-07-18 07:12:10,418 - mmaction - INFO - Epoch [242][1080/1879] lr: 8.447e-04, eta: 6:26:31, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8629, loss_cls: 1.2416, loss: 1.2416, grad_norm: 6.9253 2021-07-18 07:12:27,001 - mmaction - INFO - Epoch [242][1100/1879] lr: 8.447e-04, eta: 6:26:14, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1702, loss: 1.1702, grad_norm: 6.6861 2021-07-18 07:12:43,780 - mmaction - INFO - Epoch [242][1120/1879] lr: 8.447e-04, eta: 6:25:56, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8770, loss_cls: 1.1662, loss: 1.1662, grad_norm: 6.8690 2021-07-18 07:13:00,451 - mmaction - INFO - Epoch [242][1140/1879] lr: 8.447e-04, eta: 6:25:39, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8594, loss_cls: 1.2801, loss: 1.2801, grad_norm: 6.9441 2021-07-18 07:13:17,077 - mmaction - INFO - Epoch [242][1160/1879] lr: 8.447e-04, eta: 6:25:22, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8754, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.7005 2021-07-18 07:13:33,792 - mmaction - INFO - Epoch [242][1180/1879] lr: 8.447e-04, eta: 6:25:05, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8734, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.8694 2021-07-18 07:13:50,307 - mmaction - INFO - Epoch [242][1200/1879] lr: 8.447e-04, eta: 6:24:48, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8762, loss_cls: 1.2527, loss: 1.2527, grad_norm: 6.8671 2021-07-18 07:14:06,940 - mmaction - INFO - Epoch [242][1220/1879] lr: 8.447e-04, eta: 6:24:30, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8777, loss_cls: 1.2453, loss: 1.2453, grad_norm: 6.9740 2021-07-18 07:14:23,600 - mmaction - INFO - Epoch [242][1240/1879] lr: 8.447e-04, eta: 6:24:13, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6875, top5_acc: 0.8637, loss_cls: 1.3022, loss: 1.3022, grad_norm: 7.0638 2021-07-18 07:14:40,299 - mmaction - INFO - Epoch [242][1260/1879] lr: 8.447e-04, eta: 6:23:56, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6824, top5_acc: 0.8594, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.1063 2021-07-18 07:14:56,938 - mmaction - INFO - Epoch [242][1280/1879] lr: 8.447e-04, eta: 6:23:39, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8703, loss_cls: 1.2160, loss: 1.2160, grad_norm: 6.8446 2021-07-18 07:15:13,639 - mmaction - INFO - Epoch [242][1300/1879] lr: 8.447e-04, eta: 6:23:22, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8723, loss_cls: 1.2317, loss: 1.2317, grad_norm: 6.9505 2021-07-18 07:15:30,397 - mmaction - INFO - Epoch [242][1320/1879] lr: 8.447e-04, eta: 6:23:04, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8738, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.9445 2021-07-18 07:15:47,016 - mmaction - INFO - Epoch [242][1340/1879] lr: 8.447e-04, eta: 6:22:47, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8578, loss_cls: 1.3105, loss: 1.3105, grad_norm: 6.9364 2021-07-18 07:16:03,681 - mmaction - INFO - Epoch [242][1360/1879] lr: 8.447e-04, eta: 6:22:30, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.9552 2021-07-18 07:16:20,292 - mmaction - INFO - Epoch [242][1380/1879] lr: 8.447e-04, eta: 6:22:13, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.3163, loss: 1.3163, grad_norm: 7.0641 2021-07-18 07:16:36,889 - mmaction - INFO - Epoch [242][1400/1879] lr: 8.447e-04, eta: 6:21:56, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8801, loss_cls: 1.1758, loss: 1.1758, grad_norm: 6.7772 2021-07-18 07:16:53,632 - mmaction - INFO - Epoch [242][1420/1879] lr: 8.447e-04, eta: 6:21:38, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8637, loss_cls: 1.2896, loss: 1.2896, grad_norm: 6.8141 2021-07-18 07:17:10,321 - mmaction - INFO - Epoch [242][1440/1879] lr: 8.447e-04, eta: 6:21:21, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.2906, loss: 1.2906, grad_norm: 7.0400 2021-07-18 07:17:27,106 - mmaction - INFO - Epoch [242][1460/1879] lr: 8.447e-04, eta: 6:21:04, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8660, loss_cls: 1.2549, loss: 1.2549, grad_norm: 6.7383 2021-07-18 07:17:43,811 - mmaction - INFO - Epoch [242][1480/1879] lr: 8.447e-04, eta: 6:20:47, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8539, loss_cls: 1.3007, loss: 1.3007, grad_norm: 6.8066 2021-07-18 07:18:00,623 - mmaction - INFO - Epoch [242][1500/1879] lr: 8.447e-04, eta: 6:20:30, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8629, loss_cls: 1.2927, loss: 1.2927, grad_norm: 7.0039 2021-07-18 07:18:17,151 - mmaction - INFO - Epoch [242][1520/1879] lr: 8.447e-04, eta: 6:20:12, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8738, loss_cls: 1.2170, loss: 1.2170, grad_norm: 6.7469 2021-07-18 07:18:33,863 - mmaction - INFO - Epoch [242][1540/1879] lr: 8.447e-04, eta: 6:19:55, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8645, loss_cls: 1.2478, loss: 1.2478, grad_norm: 6.9215 2021-07-18 07:18:50,566 - mmaction - INFO - Epoch [242][1560/1879] lr: 8.447e-04, eta: 6:19:38, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6852, top5_acc: 0.8699, loss_cls: 1.2706, loss: 1.2706, grad_norm: 6.9728 2021-07-18 07:19:07,144 - mmaction - INFO - Epoch [242][1580/1879] lr: 8.447e-04, eta: 6:19:21, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8660, loss_cls: 1.2762, loss: 1.2762, grad_norm: 6.9009 2021-07-18 07:19:23,806 - mmaction - INFO - Epoch [242][1600/1879] lr: 8.447e-04, eta: 6:19:04, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8629, loss_cls: 1.2826, loss: 1.2826, grad_norm: 6.8197 2021-07-18 07:19:40,381 - mmaction - INFO - Epoch [242][1620/1879] lr: 8.447e-04, eta: 6:18:46, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8633, loss_cls: 1.3081, loss: 1.3081, grad_norm: 6.9662 2021-07-18 07:19:57,154 - mmaction - INFO - Epoch [242][1640/1879] lr: 8.447e-04, eta: 6:18:29, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8645, loss_cls: 1.2372, loss: 1.2372, grad_norm: 6.7524 2021-07-18 07:20:13,722 - mmaction - INFO - Epoch [242][1660/1879] lr: 8.447e-04, eta: 6:18:12, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.6579 2021-07-18 07:20:30,535 - mmaction - INFO - Epoch [242][1680/1879] lr: 8.447e-04, eta: 6:17:55, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8723, loss_cls: 1.2138, loss: 1.2138, grad_norm: 6.7077 2021-07-18 07:20:47,151 - mmaction - INFO - Epoch [242][1700/1879] lr: 8.447e-04, eta: 6:17:37, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8648, loss_cls: 1.2509, loss: 1.2509, grad_norm: 6.8733 2021-07-18 07:21:03,732 - mmaction - INFO - Epoch [242][1720/1879] lr: 8.447e-04, eta: 6:17:20, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8590, loss_cls: 1.2762, loss: 1.2762, grad_norm: 6.8927 2021-07-18 07:21:20,479 - mmaction - INFO - Epoch [242][1740/1879] lr: 8.447e-04, eta: 6:17:03, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.8984 2021-07-18 07:21:37,129 - mmaction - INFO - Epoch [242][1760/1879] lr: 8.447e-04, eta: 6:16:46, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8711, loss_cls: 1.2561, loss: 1.2561, grad_norm: 6.8982 2021-07-18 07:21:53,669 - mmaction - INFO - Epoch [242][1780/1879] lr: 8.447e-04, eta: 6:16:29, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2609, loss: 1.2609, grad_norm: 7.0330 2021-07-18 07:22:10,356 - mmaction - INFO - Epoch [242][1800/1879] lr: 8.447e-04, eta: 6:16:11, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8582, loss_cls: 1.3234, loss: 1.3234, grad_norm: 7.0965 2021-07-18 07:22:26,886 - mmaction - INFO - Epoch [242][1820/1879] lr: 8.447e-04, eta: 6:15:54, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8785, loss_cls: 1.1794, loss: 1.1794, grad_norm: 6.6142 2021-07-18 07:22:43,577 - mmaction - INFO - Epoch [242][1840/1879] lr: 8.447e-04, eta: 6:15:37, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8688, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.8858 2021-07-18 07:23:00,217 - mmaction - INFO - Epoch [242][1860/1879] lr: 8.447e-04, eta: 6:15:20, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8590, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.7485 2021-07-18 07:23:18,265 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 07:23:18,269 - mmaction - INFO - 106 BN found 2021-07-18 07:28:07,807 - mmaction - INFO - BN stats updated 2021-07-18 07:28:57,345 - mmaction - INFO - Epoch [243][20/1879] lr: 7.361e-04, eta: 6:14:49, time: 2.373, data_time: 1.583, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8613, loss_cls: 1.2886, loss: 1.2886, grad_norm: 6.8408 2021-07-18 07:29:13,604 - mmaction - INFO - Epoch [243][40/1879] lr: 7.361e-04, eta: 6:14:32, time: 0.813, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8691, loss_cls: 1.2113, loss: 1.2113, grad_norm: 6.6842 2021-07-18 07:29:29,973 - mmaction - INFO - Epoch [243][60/1879] lr: 7.361e-04, eta: 6:14:15, time: 0.820, data_time: 0.003, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2018, loss: 1.2018, grad_norm: 6.6985 2021-07-18 07:29:46,525 - mmaction - INFO - Epoch [243][80/1879] lr: 7.361e-04, eta: 6:13:58, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.8944 2021-07-18 07:30:03,090 - mmaction - INFO - Epoch [243][100/1879] lr: 7.361e-04, eta: 6:13:40, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8566, loss_cls: 1.2779, loss: 1.2779, grad_norm: 6.8732 2021-07-18 07:30:19,617 - mmaction - INFO - Epoch [243][120/1879] lr: 7.361e-04, eta: 6:13:23, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8664, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.7280 2021-07-18 07:30:36,255 - mmaction - INFO - Epoch [243][140/1879] lr: 7.361e-04, eta: 6:13:06, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8742, loss_cls: 1.2182, loss: 1.2182, grad_norm: 6.8141 2021-07-18 07:30:52,897 - mmaction - INFO - Epoch [243][160/1879] lr: 7.361e-04, eta: 6:12:49, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3065, loss: 1.3065, grad_norm: 7.0089 2021-07-18 07:31:09,535 - mmaction - INFO - Epoch [243][180/1879] lr: 7.361e-04, eta: 6:12:32, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8637, loss_cls: 1.2399, loss: 1.2399, grad_norm: 6.7027 2021-07-18 07:31:26,115 - mmaction - INFO - Epoch [243][200/1879] lr: 7.361e-04, eta: 6:12:14, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8590, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.8518 2021-07-18 07:31:42,843 - mmaction - INFO - Epoch [243][220/1879] lr: 7.361e-04, eta: 6:11:57, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8613, loss_cls: 1.2573, loss: 1.2573, grad_norm: 6.8514 2021-07-18 07:31:59,430 - mmaction - INFO - Epoch [243][240/1879] lr: 7.361e-04, eta: 6:11:40, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3093, loss: 1.3093, grad_norm: 7.0502 2021-07-18 07:32:16,129 - mmaction - INFO - Epoch [243][260/1879] lr: 7.361e-04, eta: 6:11:23, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8715, loss_cls: 1.2174, loss: 1.2174, grad_norm: 6.7911 2021-07-18 07:32:32,608 - mmaction - INFO - Epoch [243][280/1879] lr: 7.361e-04, eta: 6:11:05, time: 0.825, data_time: 0.002, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1975, loss: 1.1975, grad_norm: 6.7374 2021-07-18 07:32:49,448 - mmaction - INFO - Epoch [243][300/1879] lr: 7.361e-04, eta: 6:10:48, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8719, loss_cls: 1.2502, loss: 1.2502, grad_norm: 7.0402 2021-07-18 07:33:06,060 - mmaction - INFO - Epoch [243][320/1879] lr: 7.361e-04, eta: 6:10:31, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8691, loss_cls: 1.2442, loss: 1.2442, grad_norm: 6.8434 2021-07-18 07:33:22,645 - mmaction - INFO - Epoch [243][340/1879] lr: 7.361e-04, eta: 6:10:14, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1789, loss: 1.1789, grad_norm: 6.7563 2021-07-18 07:33:39,326 - mmaction - INFO - Epoch [243][360/1879] lr: 7.361e-04, eta: 6:09:57, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8625, loss_cls: 1.2329, loss: 1.2329, grad_norm: 6.7935 2021-07-18 07:33:56,032 - mmaction - INFO - Epoch [243][380/1879] lr: 7.361e-04, eta: 6:09:39, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8723, loss_cls: 1.2174, loss: 1.2174, grad_norm: 6.7946 2021-07-18 07:34:12,856 - mmaction - INFO - Epoch [243][400/1879] lr: 7.361e-04, eta: 6:09:22, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8777, loss_cls: 1.2016, loss: 1.2016, grad_norm: 6.8392 2021-07-18 07:34:29,534 - mmaction - INFO - Epoch [243][420/1879] lr: 7.361e-04, eta: 6:09:05, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8688, loss_cls: 1.2505, loss: 1.2505, grad_norm: 6.8965 2021-07-18 07:34:46,292 - mmaction - INFO - Epoch [243][440/1879] lr: 7.361e-04, eta: 6:08:48, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8551, loss_cls: 1.3217, loss: 1.3217, grad_norm: 6.9868 2021-07-18 07:35:02,896 - mmaction - INFO - Epoch [243][460/1879] lr: 7.361e-04, eta: 6:08:31, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8730, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.6990 2021-07-18 07:35:19,677 - mmaction - INFO - Epoch [243][480/1879] lr: 7.361e-04, eta: 6:08:14, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8637, loss_cls: 1.2554, loss: 1.2554, grad_norm: 6.9771 2021-07-18 07:35:36,509 - mmaction - INFO - Epoch [243][500/1879] lr: 7.361e-04, eta: 6:07:56, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8695, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.8950 2021-07-18 07:35:53,209 - mmaction - INFO - Epoch [243][520/1879] lr: 7.361e-04, eta: 6:07:39, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8703, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.6027 2021-07-18 07:36:09,770 - mmaction - INFO - Epoch [243][540/1879] lr: 7.361e-04, eta: 6:07:22, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8621, loss_cls: 1.3055, loss: 1.3055, grad_norm: 6.9824 2021-07-18 07:36:26,516 - mmaction - INFO - Epoch [243][560/1879] lr: 7.361e-04, eta: 6:07:05, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8734, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.6319 2021-07-18 07:36:43,045 - mmaction - INFO - Epoch [243][580/1879] lr: 7.361e-04, eta: 6:06:48, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8598, loss_cls: 1.2779, loss: 1.2779, grad_norm: 6.8932 2021-07-18 07:36:59,783 - mmaction - INFO - Epoch [243][600/1879] lr: 7.361e-04, eta: 6:06:30, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8754, loss_cls: 1.1977, loss: 1.1977, grad_norm: 6.8195 2021-07-18 07:37:16,479 - mmaction - INFO - Epoch [243][620/1879] lr: 7.361e-04, eta: 6:06:13, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8637, loss_cls: 1.2774, loss: 1.2774, grad_norm: 7.1893 2021-07-18 07:37:33,105 - mmaction - INFO - Epoch [243][640/1879] lr: 7.361e-04, eta: 6:05:56, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8758, loss_cls: 1.2165, loss: 1.2165, grad_norm: 6.9526 2021-07-18 07:37:49,790 - mmaction - INFO - Epoch [243][660/1879] lr: 7.361e-04, eta: 6:05:39, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8613, loss_cls: 1.2962, loss: 1.2962, grad_norm: 6.9604 2021-07-18 07:38:06,437 - mmaction - INFO - Epoch [243][680/1879] lr: 7.361e-04, eta: 6:05:22, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8570, loss_cls: 1.2671, loss: 1.2671, grad_norm: 6.8542 2021-07-18 07:38:23,086 - mmaction - INFO - Epoch [243][700/1879] lr: 7.361e-04, eta: 6:05:04, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8672, loss_cls: 1.2394, loss: 1.2394, grad_norm: 6.6437 2021-07-18 07:38:39,681 - mmaction - INFO - Epoch [243][720/1879] lr: 7.361e-04, eta: 6:04:47, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8723, loss_cls: 1.2243, loss: 1.2243, grad_norm: 6.7239 2021-07-18 07:38:56,435 - mmaction - INFO - Epoch [243][740/1879] lr: 7.361e-04, eta: 6:04:30, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8594, loss_cls: 1.2350, loss: 1.2350, grad_norm: 6.8451 2021-07-18 07:39:12,782 - mmaction - INFO - Epoch [243][760/1879] lr: 7.361e-04, eta: 6:04:13, time: 0.819, data_time: 0.003, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8668, loss_cls: 1.2087, loss: 1.2087, grad_norm: 6.7759 2021-07-18 07:39:29,646 - mmaction - INFO - Epoch [243][780/1879] lr: 7.361e-04, eta: 6:03:56, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8652, loss_cls: 1.2766, loss: 1.2766, grad_norm: 6.8701 2021-07-18 07:39:46,230 - mmaction - INFO - Epoch [243][800/1879] lr: 7.361e-04, eta: 6:03:38, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8652, loss_cls: 1.2469, loss: 1.2469, grad_norm: 6.9235 2021-07-18 07:40:03,019 - mmaction - INFO - Epoch [243][820/1879] lr: 7.361e-04, eta: 6:03:21, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8691, loss_cls: 1.2580, loss: 1.2580, grad_norm: 7.0732 2021-07-18 07:40:19,595 - mmaction - INFO - Epoch [243][840/1879] lr: 7.361e-04, eta: 6:03:04, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8570, loss_cls: 1.3015, loss: 1.3015, grad_norm: 6.9314 2021-07-18 07:40:36,225 - mmaction - INFO - Epoch [243][860/1879] lr: 7.361e-04, eta: 6:02:47, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.8640 2021-07-18 07:40:52,733 - mmaction - INFO - Epoch [243][880/1879] lr: 7.361e-04, eta: 6:02:29, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.7609 2021-07-18 07:41:09,611 - mmaction - INFO - Epoch [243][900/1879] lr: 7.361e-04, eta: 6:02:12, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8645, loss_cls: 1.2447, loss: 1.2447, grad_norm: 6.7998 2021-07-18 07:41:26,336 - mmaction - INFO - Epoch [243][920/1879] lr: 7.361e-04, eta: 6:01:55, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8672, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.8041 2021-07-18 07:41:43,207 - mmaction - INFO - Epoch [243][940/1879] lr: 7.361e-04, eta: 6:01:38, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8672, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.7951 2021-07-18 07:41:59,889 - mmaction - INFO - Epoch [243][960/1879] lr: 7.361e-04, eta: 6:01:21, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.6922, top5_acc: 0.8570, loss_cls: 1.2999, loss: 1.2999, grad_norm: 7.0484 2021-07-18 07:42:16,676 - mmaction - INFO - Epoch [243][980/1879] lr: 7.361e-04, eta: 6:01:04, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8684, loss_cls: 1.2253, loss: 1.2253, grad_norm: 6.8184 2021-07-18 07:42:33,096 - mmaction - INFO - Epoch [243][1000/1879] lr: 7.361e-04, eta: 6:00:46, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8613, loss_cls: 1.2535, loss: 1.2535, grad_norm: 6.9186 2021-07-18 07:42:49,929 - mmaction - INFO - Epoch [243][1020/1879] lr: 7.361e-04, eta: 6:00:29, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8707, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.7900 2021-07-18 07:43:06,516 - mmaction - INFO - Epoch [243][1040/1879] lr: 7.361e-04, eta: 6:00:12, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8656, loss_cls: 1.2338, loss: 1.2338, grad_norm: 6.8322 2021-07-18 07:43:23,138 - mmaction - INFO - Epoch [243][1060/1879] lr: 7.361e-04, eta: 5:59:55, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8578, loss_cls: 1.2672, loss: 1.2672, grad_norm: 6.8423 2021-07-18 07:43:40,080 - mmaction - INFO - Epoch [243][1080/1879] lr: 7.361e-04, eta: 5:59:38, time: 0.849, data_time: 0.005, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8660, loss_cls: 1.2633, loss: 1.2633, grad_norm: 6.7779 2021-07-18 07:43:56,688 - mmaction - INFO - Epoch [243][1100/1879] lr: 7.361e-04, eta: 5:59:20, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8660, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.9294 2021-07-18 07:44:13,425 - mmaction - INFO - Epoch [243][1120/1879] lr: 7.361e-04, eta: 5:59:03, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2465, loss: 1.2465, grad_norm: 6.9207 2021-07-18 07:44:29,901 - mmaction - INFO - Epoch [243][1140/1879] lr: 7.361e-04, eta: 5:58:46, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8641, loss_cls: 1.2668, loss: 1.2668, grad_norm: 6.9610 2021-07-18 07:44:46,646 - mmaction - INFO - Epoch [243][1160/1879] lr: 7.361e-04, eta: 5:58:29, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8684, loss_cls: 1.2568, loss: 1.2568, grad_norm: 7.0852 2021-07-18 07:45:03,438 - mmaction - INFO - Epoch [243][1180/1879] lr: 7.361e-04, eta: 5:58:12, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8605, loss_cls: 1.2749, loss: 1.2749, grad_norm: 6.9235 2021-07-18 07:45:19,862 - mmaction - INFO - Epoch [243][1200/1879] lr: 7.361e-04, eta: 5:57:54, time: 0.822, data_time: 0.002, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8699, loss_cls: 1.2331, loss: 1.2331, grad_norm: 6.9058 2021-07-18 07:45:36,470 - mmaction - INFO - Epoch [243][1220/1879] lr: 7.361e-04, eta: 5:57:37, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8773, loss_cls: 1.1759, loss: 1.1759, grad_norm: 6.8228 2021-07-18 07:45:53,091 - mmaction - INFO - Epoch [243][1240/1879] lr: 7.361e-04, eta: 5:57:20, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8586, loss_cls: 1.2477, loss: 1.2477, grad_norm: 6.8986 2021-07-18 07:46:09,755 - mmaction - INFO - Epoch [243][1260/1879] lr: 7.361e-04, eta: 5:57:03, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8664, loss_cls: 1.2558, loss: 1.2558, grad_norm: 7.0093 2021-07-18 07:46:26,169 - mmaction - INFO - Epoch [243][1280/1879] lr: 7.361e-04, eta: 5:56:46, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2430, loss: 1.2430, grad_norm: 7.0737 2021-07-18 07:46:42,800 - mmaction - INFO - Epoch [243][1300/1879] lr: 7.361e-04, eta: 5:56:28, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2600, loss: 1.2600, grad_norm: 7.0950 2021-07-18 07:46:59,343 - mmaction - INFO - Epoch [243][1320/1879] lr: 7.361e-04, eta: 5:56:11, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.2064, loss: 1.2064, grad_norm: 6.8930 2021-07-18 07:47:16,006 - mmaction - INFO - Epoch [243][1340/1879] lr: 7.361e-04, eta: 5:55:54, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8672, loss_cls: 1.2621, loss: 1.2621, grad_norm: 6.8883 2021-07-18 07:47:32,683 - mmaction - INFO - Epoch [243][1360/1879] lr: 7.361e-04, eta: 5:55:37, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8758, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.9342 2021-07-18 07:47:49,585 - mmaction - INFO - Epoch [243][1380/1879] lr: 7.361e-04, eta: 5:55:20, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8707, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.7873 2021-07-18 07:48:06,199 - mmaction - INFO - Epoch [243][1400/1879] lr: 7.361e-04, eta: 5:55:02, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.7640 2021-07-18 07:48:22,885 - mmaction - INFO - Epoch [243][1420/1879] lr: 7.361e-04, eta: 5:54:45, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8734, loss_cls: 1.2356, loss: 1.2356, grad_norm: 6.8594 2021-07-18 07:48:39,348 - mmaction - INFO - Epoch [243][1440/1879] lr: 7.361e-04, eta: 5:54:28, time: 0.819, data_time: 0.005, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8555, loss_cls: 1.2893, loss: 1.2893, grad_norm: 6.9375 2021-07-18 07:48:56,135 - mmaction - INFO - Epoch [243][1460/1879] lr: 7.361e-04, eta: 5:54:11, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8676, loss_cls: 1.2413, loss: 1.2413, grad_norm: 6.9274 2021-07-18 07:49:12,833 - mmaction - INFO - Epoch [243][1480/1879] lr: 7.361e-04, eta: 5:53:54, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8605, loss_cls: 1.2846, loss: 1.2846, grad_norm: 6.8486 2021-07-18 07:49:29,446 - mmaction - INFO - Epoch [243][1500/1879] lr: 7.361e-04, eta: 5:53:36, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8652, loss_cls: 1.2662, loss: 1.2662, grad_norm: 7.1175 2021-07-18 07:49:46,077 - mmaction - INFO - Epoch [243][1520/1879] lr: 7.361e-04, eta: 5:53:19, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8652, loss_cls: 1.2196, loss: 1.2196, grad_norm: 6.9367 2021-07-18 07:50:02,682 - mmaction - INFO - Epoch [243][1540/1879] lr: 7.361e-04, eta: 5:53:02, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8672, loss_cls: 1.2461, loss: 1.2461, grad_norm: 6.8277 2021-07-18 07:50:19,379 - mmaction - INFO - Epoch [243][1560/1879] lr: 7.361e-04, eta: 5:52:45, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2096, loss: 1.2096, grad_norm: 6.8041 2021-07-18 07:50:35,818 - mmaction - INFO - Epoch [243][1580/1879] lr: 7.361e-04, eta: 5:52:28, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8637, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.8242 2021-07-18 07:50:52,478 - mmaction - INFO - Epoch [243][1600/1879] lr: 7.361e-04, eta: 5:52:10, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2000, loss: 1.2000, grad_norm: 6.8702 2021-07-18 07:51:08,996 - mmaction - INFO - Epoch [243][1620/1879] lr: 7.361e-04, eta: 5:51:53, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8707, loss_cls: 1.2099, loss: 1.2099, grad_norm: 6.7537 2021-07-18 07:51:25,662 - mmaction - INFO - Epoch [243][1640/1879] lr: 7.361e-04, eta: 5:51:36, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8762, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.7982 2021-07-18 07:51:42,166 - mmaction - INFO - Epoch [243][1660/1879] lr: 7.361e-04, eta: 5:51:19, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8770, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.8152 2021-07-18 07:51:58,934 - mmaction - INFO - Epoch [243][1680/1879] lr: 7.361e-04, eta: 5:51:02, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8695, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.6499 2021-07-18 07:52:15,552 - mmaction - INFO - Epoch [243][1700/1879] lr: 7.361e-04, eta: 5:50:44, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8590, loss_cls: 1.2607, loss: 1.2607, grad_norm: 7.1232 2021-07-18 07:52:32,037 - mmaction - INFO - Epoch [243][1720/1879] lr: 7.361e-04, eta: 5:50:27, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8730, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.6318 2021-07-18 07:52:48,580 - mmaction - INFO - Epoch [243][1740/1879] lr: 7.361e-04, eta: 5:50:10, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8629, loss_cls: 1.2734, loss: 1.2734, grad_norm: 7.0339 2021-07-18 07:53:05,252 - mmaction - INFO - Epoch [243][1760/1879] lr: 7.361e-04, eta: 5:49:53, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8688, loss_cls: 1.2620, loss: 1.2620, grad_norm: 7.0743 2021-07-18 07:53:21,716 - mmaction - INFO - Epoch [243][1780/1879] lr: 7.361e-04, eta: 5:49:36, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8465, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.9763 2021-07-18 07:53:38,138 - mmaction - INFO - Epoch [243][1800/1879] lr: 7.361e-04, eta: 5:49:18, time: 0.820, data_time: 0.005, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8707, loss_cls: 1.2274, loss: 1.2274, grad_norm: 6.8600 2021-07-18 07:53:54,695 - mmaction - INFO - Epoch [243][1820/1879] lr: 7.361e-04, eta: 5:49:01, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8738, loss_cls: 1.2038, loss: 1.2038, grad_norm: 6.8485 2021-07-18 07:54:11,375 - mmaction - INFO - Epoch [243][1840/1879] lr: 7.361e-04, eta: 5:48:44, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8652, loss_cls: 1.2192, loss: 1.2192, grad_norm: 6.9365 2021-07-18 07:54:28,117 - mmaction - INFO - Epoch [243][1860/1879] lr: 7.361e-04, eta: 5:48:27, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.2150 2021-07-18 07:54:46,583 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 07:54:46,590 - mmaction - INFO - 106 BN found 2021-07-18 07:59:35,358 - mmaction - INFO - BN stats updated 2021-07-18 08:00:25,261 - mmaction - INFO - Epoch [244][20/1879] lr: 6.349e-04, eta: 5:47:56, time: 2.393, data_time: 1.570, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8668, loss_cls: 1.2553, loss: 1.2553, grad_norm: 6.9878 2021-07-18 08:00:41,400 - mmaction - INFO - Epoch [244][40/1879] lr: 6.349e-04, eta: 5:47:39, time: 0.805, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8848, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.6759 2021-07-18 08:00:57,948 - mmaction - INFO - Epoch [244][60/1879] lr: 6.349e-04, eta: 5:47:22, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8609, loss_cls: 1.2823, loss: 1.2823, grad_norm: 6.8766 2021-07-18 08:01:14,369 - mmaction - INFO - Epoch [244][80/1879] lr: 6.349e-04, eta: 5:47:04, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8609, loss_cls: 1.2997, loss: 1.2997, grad_norm: 6.8465 2021-07-18 08:01:30,860 - mmaction - INFO - Epoch [244][100/1879] lr: 6.349e-04, eta: 5:46:47, time: 0.823, data_time: 0.006, memory: 6455, top1_acc: 0.6906, top5_acc: 0.8645, loss_cls: 1.2865, loss: 1.2865, grad_norm: 7.0609 2021-07-18 08:01:47,398 - mmaction - INFO - Epoch [244][120/1879] lr: 6.349e-04, eta: 5:46:30, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.2626, loss: 1.2626, grad_norm: 7.0889 2021-07-18 08:02:04,138 - mmaction - INFO - Epoch [244][140/1879] lr: 6.349e-04, eta: 5:46:13, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8688, loss_cls: 1.2094, loss: 1.2094, grad_norm: 6.6973 2021-07-18 08:02:20,739 - mmaction - INFO - Epoch [244][160/1879] lr: 6.349e-04, eta: 5:45:56, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8703, loss_cls: 1.2360, loss: 1.2360, grad_norm: 6.9341 2021-07-18 08:02:37,386 - mmaction - INFO - Epoch [244][180/1879] lr: 6.349e-04, eta: 5:45:38, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1894, loss: 1.1894, grad_norm: 6.9013 2021-07-18 08:02:53,971 - mmaction - INFO - Epoch [244][200/1879] lr: 6.349e-04, eta: 5:45:21, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1806, loss: 1.1806, grad_norm: 6.6669 2021-07-18 08:03:10,598 - mmaction - INFO - Epoch [244][220/1879] lr: 6.349e-04, eta: 5:45:04, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6918, top5_acc: 0.8535, loss_cls: 1.2944, loss: 1.2944, grad_norm: 7.2017 2021-07-18 08:03:27,101 - mmaction - INFO - Epoch [244][240/1879] lr: 6.349e-04, eta: 5:44:47, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8590, loss_cls: 1.2800, loss: 1.2800, grad_norm: 6.9262 2021-07-18 08:03:43,910 - mmaction - INFO - Epoch [244][260/1879] lr: 6.349e-04, eta: 5:44:30, time: 0.839, data_time: 0.007, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8691, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.8409 2021-07-18 08:04:00,516 - mmaction - INFO - Epoch [244][280/1879] lr: 6.349e-04, eta: 5:44:12, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2523, loss: 1.2523, grad_norm: 6.9424 2021-07-18 08:04:17,134 - mmaction - INFO - Epoch [244][300/1879] lr: 6.349e-04, eta: 5:43:55, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8730, loss_cls: 1.1863, loss: 1.1863, grad_norm: 6.8290 2021-07-18 08:04:33,695 - mmaction - INFO - Epoch [244][320/1879] lr: 6.349e-04, eta: 5:43:38, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8676, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.9019 2021-07-18 08:04:50,527 - mmaction - INFO - Epoch [244][340/1879] lr: 6.349e-04, eta: 5:43:21, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8652, loss_cls: 1.2711, loss: 1.2711, grad_norm: 6.8772 2021-07-18 08:05:07,177 - mmaction - INFO - Epoch [244][360/1879] lr: 6.349e-04, eta: 5:43:04, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8660, loss_cls: 1.2239, loss: 1.2239, grad_norm: 6.7963 2021-07-18 08:05:23,825 - mmaction - INFO - Epoch [244][380/1879] lr: 6.349e-04, eta: 5:42:46, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8566, loss_cls: 1.2876, loss: 1.2876, grad_norm: 7.0657 2021-07-18 08:05:40,568 - mmaction - INFO - Epoch [244][400/1879] lr: 6.349e-04, eta: 5:42:29, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2374, loss: 1.2374, grad_norm: 6.9449 2021-07-18 08:05:57,002 - mmaction - INFO - Epoch [244][420/1879] lr: 6.349e-04, eta: 5:42:12, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.6848, top5_acc: 0.8602, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.0322 2021-07-18 08:06:13,594 - mmaction - INFO - Epoch [244][440/1879] lr: 6.349e-04, eta: 5:41:55, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8664, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.8734 2021-07-18 08:06:30,049 - mmaction - INFO - Epoch [244][460/1879] lr: 6.349e-04, eta: 5:41:38, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8594, loss_cls: 1.2907, loss: 1.2907, grad_norm: 7.0841 2021-07-18 08:06:46,838 - mmaction - INFO - Epoch [244][480/1879] lr: 6.349e-04, eta: 5:41:20, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8707, loss_cls: 1.2044, loss: 1.2044, grad_norm: 6.7535 2021-07-18 08:07:03,632 - mmaction - INFO - Epoch [244][500/1879] lr: 6.349e-04, eta: 5:41:03, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8723, loss_cls: 1.1958, loss: 1.1958, grad_norm: 6.6915 2021-07-18 08:07:20,341 - mmaction - INFO - Epoch [244][520/1879] lr: 6.349e-04, eta: 5:40:46, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8730, loss_cls: 1.2035, loss: 1.2035, grad_norm: 6.8731 2021-07-18 08:07:37,000 - mmaction - INFO - Epoch [244][540/1879] lr: 6.349e-04, eta: 5:40:29, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8605, loss_cls: 1.2800, loss: 1.2800, grad_norm: 6.9901 2021-07-18 08:07:53,624 - mmaction - INFO - Epoch [244][560/1879] lr: 6.349e-04, eta: 5:40:12, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8641, loss_cls: 1.2306, loss: 1.2306, grad_norm: 6.9271 2021-07-18 08:08:10,272 - mmaction - INFO - Epoch [244][580/1879] lr: 6.349e-04, eta: 5:39:55, time: 0.835, data_time: 0.007, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8684, loss_cls: 1.2147, loss: 1.2147, grad_norm: 6.8055 2021-07-18 08:08:27,136 - mmaction - INFO - Epoch [244][600/1879] lr: 6.349e-04, eta: 5:39:37, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.8218 2021-07-18 08:08:43,762 - mmaction - INFO - Epoch [244][620/1879] lr: 6.349e-04, eta: 5:39:20, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8715, loss_cls: 1.2079, loss: 1.2079, grad_norm: 6.8821 2021-07-18 08:09:00,350 - mmaction - INFO - Epoch [244][640/1879] lr: 6.349e-04, eta: 5:39:03, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8770, loss_cls: 1.1931, loss: 1.1931, grad_norm: 6.8082 2021-07-18 08:09:16,977 - mmaction - INFO - Epoch [244][660/1879] lr: 6.349e-04, eta: 5:38:46, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8762, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.9798 2021-07-18 08:09:33,660 - mmaction - INFO - Epoch [244][680/1879] lr: 6.349e-04, eta: 5:38:29, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8605, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.1552 2021-07-18 08:09:50,363 - mmaction - INFO - Epoch [244][700/1879] lr: 6.349e-04, eta: 5:38:11, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8652, loss_cls: 1.2503, loss: 1.2503, grad_norm: 6.8974 2021-07-18 08:10:06,995 - mmaction - INFO - Epoch [244][720/1879] lr: 6.349e-04, eta: 5:37:54, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8684, loss_cls: 1.2173, loss: 1.2173, grad_norm: 6.8490 2021-07-18 08:10:23,466 - mmaction - INFO - Epoch [244][740/1879] lr: 6.349e-04, eta: 5:37:37, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.2330, loss: 1.2330, grad_norm: 6.8551 2021-07-18 08:10:40,172 - mmaction - INFO - Epoch [244][760/1879] lr: 6.349e-04, eta: 5:37:20, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8766, loss_cls: 1.1869, loss: 1.1869, grad_norm: 6.9990 2021-07-18 08:10:56,854 - mmaction - INFO - Epoch [244][780/1879] lr: 6.349e-04, eta: 5:37:03, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8699, loss_cls: 1.2167, loss: 1.2167, grad_norm: 6.7951 2021-07-18 08:11:13,207 - mmaction - INFO - Epoch [244][800/1879] lr: 6.349e-04, eta: 5:36:45, time: 0.819, data_time: 0.003, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2239, loss: 1.2239, grad_norm: 6.9482 2021-07-18 08:11:29,859 - mmaction - INFO - Epoch [244][820/1879] lr: 6.349e-04, eta: 5:36:28, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8766, loss_cls: 1.1822, loss: 1.1822, grad_norm: 6.8672 2021-07-18 08:11:46,515 - mmaction - INFO - Epoch [244][840/1879] lr: 6.349e-04, eta: 5:36:11, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8484, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.1009 2021-07-18 08:12:03,080 - mmaction - INFO - Epoch [244][860/1879] lr: 6.349e-04, eta: 5:35:54, time: 0.828, data_time: 0.006, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8688, loss_cls: 1.2253, loss: 1.2253, grad_norm: 6.7750 2021-07-18 08:12:19,860 - mmaction - INFO - Epoch [244][880/1879] lr: 6.349e-04, eta: 5:35:37, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8660, loss_cls: 1.2708, loss: 1.2708, grad_norm: 7.1289 2021-07-18 08:12:36,471 - mmaction - INFO - Epoch [244][900/1879] lr: 6.349e-04, eta: 5:35:19, time: 0.829, data_time: 0.007, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8562, loss_cls: 1.2789, loss: 1.2789, grad_norm: 6.9158 2021-07-18 08:12:53,080 - mmaction - INFO - Epoch [244][920/1879] lr: 6.349e-04, eta: 5:35:02, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2735, loss: 1.2735, grad_norm: 7.0264 2021-07-18 08:13:09,907 - mmaction - INFO - Epoch [244][940/1879] lr: 6.349e-04, eta: 5:34:45, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8723, loss_cls: 1.2556, loss: 1.2556, grad_norm: 6.8221 2021-07-18 08:13:26,327 - mmaction - INFO - Epoch [244][960/1879] lr: 6.349e-04, eta: 5:34:28, time: 0.820, data_time: 0.001, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2284, loss: 1.2284, grad_norm: 6.9497 2021-07-18 08:13:43,131 - mmaction - INFO - Epoch [244][980/1879] lr: 6.349e-04, eta: 5:34:11, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8559, loss_cls: 1.2806, loss: 1.2806, grad_norm: 6.8886 2021-07-18 08:13:59,695 - mmaction - INFO - Epoch [244][1000/1879] lr: 6.349e-04, eta: 5:33:54, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8730, loss_cls: 1.2017, loss: 1.2017, grad_norm: 6.8230 2021-07-18 08:14:16,192 - mmaction - INFO - Epoch [244][1020/1879] lr: 6.349e-04, eta: 5:33:36, time: 0.824, data_time: 0.006, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8762, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.8172 2021-07-18 08:14:32,750 - mmaction - INFO - Epoch [244][1040/1879] lr: 6.349e-04, eta: 5:33:19, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8805, loss_cls: 1.1572, loss: 1.1572, grad_norm: 6.5886 2021-07-18 08:14:49,374 - mmaction - INFO - Epoch [244][1060/1879] lr: 6.349e-04, eta: 5:33:02, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.9461 2021-07-18 08:15:05,926 - mmaction - INFO - Epoch [244][1080/1879] lr: 6.349e-04, eta: 5:32:45, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8676, loss_cls: 1.2547, loss: 1.2547, grad_norm: 7.1112 2021-07-18 08:15:22,490 - mmaction - INFO - Epoch [244][1100/1879] lr: 6.349e-04, eta: 5:32:27, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8598, loss_cls: 1.2258, loss: 1.2258, grad_norm: 6.7618 2021-07-18 08:15:39,289 - mmaction - INFO - Epoch [244][1120/1879] lr: 6.349e-04, eta: 5:32:10, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8633, loss_cls: 1.2094, loss: 1.2094, grad_norm: 6.7002 2021-07-18 08:15:55,676 - mmaction - INFO - Epoch [244][1140/1879] lr: 6.349e-04, eta: 5:31:53, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8742, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.6187 2021-07-18 08:16:12,379 - mmaction - INFO - Epoch [244][1160/1879] lr: 6.349e-04, eta: 5:31:36, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8645, loss_cls: 1.2563, loss: 1.2563, grad_norm: 6.8696 2021-07-18 08:16:28,896 - mmaction - INFO - Epoch [244][1180/1879] lr: 6.349e-04, eta: 5:31:19, time: 0.826, data_time: 0.006, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8633, loss_cls: 1.2441, loss: 1.2441, grad_norm: 7.0399 2021-07-18 08:16:45,646 - mmaction - INFO - Epoch [244][1200/1879] lr: 6.349e-04, eta: 5:31:02, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8809, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.8590 2021-07-18 08:17:02,091 - mmaction - INFO - Epoch [244][1220/1879] lr: 6.349e-04, eta: 5:30:44, time: 0.823, data_time: 0.006, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8602, loss_cls: 1.2683, loss: 1.2683, grad_norm: 6.9453 2021-07-18 08:17:18,811 - mmaction - INFO - Epoch [244][1240/1879] lr: 6.349e-04, eta: 5:30:27, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8660, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.9822 2021-07-18 08:17:35,468 - mmaction - INFO - Epoch [244][1260/1879] lr: 6.349e-04, eta: 5:30:10, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8668, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.0463 2021-07-18 08:17:52,034 - mmaction - INFO - Epoch [244][1280/1879] lr: 6.349e-04, eta: 5:29:53, time: 0.829, data_time: 0.007, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8613, loss_cls: 1.3008, loss: 1.3008, grad_norm: 7.1637 2021-07-18 08:18:08,588 - mmaction - INFO - Epoch [244][1300/1879] lr: 6.349e-04, eta: 5:29:36, time: 0.831, data_time: 0.007, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8590, loss_cls: 1.2569, loss: 1.2569, grad_norm: 7.0356 2021-07-18 08:18:25,396 - mmaction - INFO - Epoch [244][1320/1879] lr: 6.349e-04, eta: 5:29:18, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8703, loss_cls: 1.2193, loss: 1.2193, grad_norm: 7.0001 2021-07-18 08:18:41,937 - mmaction - INFO - Epoch [244][1340/1879] lr: 6.349e-04, eta: 5:29:01, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8684, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.9002 2021-07-18 08:18:58,628 - mmaction - INFO - Epoch [244][1360/1879] lr: 6.349e-04, eta: 5:28:44, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8707, loss_cls: 1.2035, loss: 1.2035, grad_norm: 6.8018 2021-07-18 08:19:15,310 - mmaction - INFO - Epoch [244][1380/1879] lr: 6.349e-04, eta: 5:28:27, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8773, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.7238 2021-07-18 08:19:32,054 - mmaction - INFO - Epoch [244][1400/1879] lr: 6.349e-04, eta: 5:28:10, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8746, loss_cls: 1.2077, loss: 1.2077, grad_norm: 6.7978 2021-07-18 08:19:48,602 - mmaction - INFO - Epoch [244][1420/1879] lr: 6.349e-04, eta: 5:27:52, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8746, loss_cls: 1.2113, loss: 1.2113, grad_norm: 7.0133 2021-07-18 08:20:05,161 - mmaction - INFO - Epoch [244][1440/1879] lr: 6.349e-04, eta: 5:27:35, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8699, loss_cls: 1.2138, loss: 1.2138, grad_norm: 6.8381 2021-07-18 08:20:21,749 - mmaction - INFO - Epoch [244][1460/1879] lr: 6.349e-04, eta: 5:27:18, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.6914, top5_acc: 0.8727, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.0679 2021-07-18 08:20:38,563 - mmaction - INFO - Epoch [244][1480/1879] lr: 6.349e-04, eta: 5:27:01, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.9346 2021-07-18 08:20:55,109 - mmaction - INFO - Epoch [244][1500/1879] lr: 6.349e-04, eta: 5:26:44, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8730, loss_cls: 1.1685, loss: 1.1685, grad_norm: 6.9899 2021-07-18 08:21:11,724 - mmaction - INFO - Epoch [244][1520/1879] lr: 6.349e-04, eta: 5:26:27, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8738, loss_cls: 1.2185, loss: 1.2185, grad_norm: 6.9882 2021-07-18 08:21:28,365 - mmaction - INFO - Epoch [244][1540/1879] lr: 6.349e-04, eta: 5:26:09, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8770, loss_cls: 1.1838, loss: 1.1838, grad_norm: 6.8207 2021-07-18 08:21:45,396 - mmaction - INFO - Epoch [244][1560/1879] lr: 6.349e-04, eta: 5:25:52, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8707, loss_cls: 1.2191, loss: 1.2191, grad_norm: 7.0194 2021-07-18 08:22:01,852 - mmaction - INFO - Epoch [244][1580/1879] lr: 6.349e-04, eta: 5:25:35, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8680, loss_cls: 1.2210, loss: 1.2210, grad_norm: 6.8641 2021-07-18 08:22:18,585 - mmaction - INFO - Epoch [244][1600/1879] lr: 6.349e-04, eta: 5:25:18, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8598, loss_cls: 1.2721, loss: 1.2721, grad_norm: 7.0010 2021-07-18 08:22:35,041 - mmaction - INFO - Epoch [244][1620/1879] lr: 6.349e-04, eta: 5:25:01, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8738, loss_cls: 1.2304, loss: 1.2304, grad_norm: 7.0720 2021-07-18 08:22:51,662 - mmaction - INFO - Epoch [244][1640/1879] lr: 6.349e-04, eta: 5:24:43, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8703, loss_cls: 1.2585, loss: 1.2585, grad_norm: 6.9688 2021-07-18 08:23:08,251 - mmaction - INFO - Epoch [244][1660/1879] lr: 6.349e-04, eta: 5:24:26, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8637, loss_cls: 1.2300, loss: 1.2300, grad_norm: 6.8603 2021-07-18 08:23:24,952 - mmaction - INFO - Epoch [244][1680/1879] lr: 6.349e-04, eta: 5:24:09, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8715, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.9926 2021-07-18 08:23:41,602 - mmaction - INFO - Epoch [244][1700/1879] lr: 6.349e-04, eta: 5:23:52, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8629, loss_cls: 1.2484, loss: 1.2484, grad_norm: 6.8825 2021-07-18 08:23:58,017 - mmaction - INFO - Epoch [244][1720/1879] lr: 6.349e-04, eta: 5:23:35, time: 0.821, data_time: 0.002, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8648, loss_cls: 1.2849, loss: 1.2849, grad_norm: 7.0143 2021-07-18 08:24:14,636 - mmaction - INFO - Epoch [244][1740/1879] lr: 6.349e-04, eta: 5:23:18, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2395, loss: 1.2395, grad_norm: 7.0821 2021-07-18 08:24:31,122 - mmaction - INFO - Epoch [244][1760/1879] lr: 6.349e-04, eta: 5:23:00, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1572, loss: 1.1572, grad_norm: 6.8285 2021-07-18 08:24:47,925 - mmaction - INFO - Epoch [244][1780/1879] lr: 6.349e-04, eta: 5:22:43, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.2820, loss: 1.2820, grad_norm: 6.8233 2021-07-18 08:25:04,545 - mmaction - INFO - Epoch [244][1800/1879] lr: 6.349e-04, eta: 5:22:26, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8688, loss_cls: 1.2159, loss: 1.2159, grad_norm: 6.6967 2021-07-18 08:25:21,084 - mmaction - INFO - Epoch [244][1820/1879] lr: 6.349e-04, eta: 5:22:09, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8617, loss_cls: 1.2434, loss: 1.2434, grad_norm: 6.8544 2021-07-18 08:25:37,568 - mmaction - INFO - Epoch [244][1840/1879] lr: 6.349e-04, eta: 5:21:52, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8719, loss_cls: 1.2163, loss: 1.2163, grad_norm: 6.6730 2021-07-18 08:25:54,254 - mmaction - INFO - Epoch [244][1860/1879] lr: 6.349e-04, eta: 5:21:34, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2224, loss: 1.2224, grad_norm: 6.7044 2021-07-18 08:26:12,466 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 08:26:12,471 - mmaction - INFO - 106 BN found 2021-07-18 08:31:02,500 - mmaction - INFO - BN stats updated 2021-07-18 08:31:04,518 - mmaction - INFO - Saving checkpoint at 244 epochs 2021-07-18 08:31:52,794 - mmaction - INFO - Epoch [245][20/1879] lr: 5.412e-04, eta: 5:21:04, time: 2.382, data_time: 1.586, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8660, loss_cls: 1.2356, loss: 1.2356, grad_norm: 6.8194 2021-07-18 08:32:08,993 - mmaction - INFO - Epoch [245][40/1879] lr: 5.412e-04, eta: 5:20:46, time: 0.809, data_time: 0.004, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8719, loss_cls: 1.2419, loss: 1.2419, grad_norm: 6.8284 2021-07-18 08:32:25,519 - mmaction - INFO - Epoch [245][60/1879] lr: 5.412e-04, eta: 5:20:29, time: 0.827, data_time: 0.007, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8762, loss_cls: 1.2046, loss: 1.2046, grad_norm: 7.0355 2021-07-18 08:32:41,859 - mmaction - INFO - Epoch [245][80/1879] lr: 5.412e-04, eta: 5:20:12, time: 0.816, data_time: 0.002, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.8829 2021-07-18 08:32:58,294 - mmaction - INFO - Epoch [245][100/1879] lr: 5.412e-04, eta: 5:19:55, time: 0.821, data_time: 0.004, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8613, loss_cls: 1.2622, loss: 1.2622, grad_norm: 6.9021 2021-07-18 08:33:14,821 - mmaction - INFO - Epoch [245][120/1879] lr: 5.412e-04, eta: 5:19:37, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8688, loss_cls: 1.2275, loss: 1.2275, grad_norm: 6.8427 2021-07-18 08:33:31,555 - mmaction - INFO - Epoch [245][140/1879] lr: 5.412e-04, eta: 5:19:20, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8676, loss_cls: 1.2594, loss: 1.2594, grad_norm: 6.9069 2021-07-18 08:33:48,215 - mmaction - INFO - Epoch [245][160/1879] lr: 5.412e-04, eta: 5:19:03, time: 0.832, data_time: 0.002, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8754, loss_cls: 1.2291, loss: 1.2291, grad_norm: 6.9583 2021-07-18 08:34:04,826 - mmaction - INFO - Epoch [245][180/1879] lr: 5.412e-04, eta: 5:18:46, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8730, loss_cls: 1.2061, loss: 1.2061, grad_norm: 6.8238 2021-07-18 08:34:21,489 - mmaction - INFO - Epoch [245][200/1879] lr: 5.412e-04, eta: 5:18:29, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8859, loss_cls: 1.1637, loss: 1.1637, grad_norm: 6.7742 2021-07-18 08:34:38,207 - mmaction - INFO - Epoch [245][220/1879] lr: 5.412e-04, eta: 5:18:12, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8836, loss_cls: 1.1511, loss: 1.1511, grad_norm: 6.7711 2021-07-18 08:34:54,800 - mmaction - INFO - Epoch [245][240/1879] lr: 5.412e-04, eta: 5:17:54, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8633, loss_cls: 1.2532, loss: 1.2532, grad_norm: 7.0076 2021-07-18 08:35:11,481 - mmaction - INFO - Epoch [245][260/1879] lr: 5.412e-04, eta: 5:17:37, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2227, loss: 1.2227, grad_norm: 6.9432 2021-07-18 08:35:27,926 - mmaction - INFO - Epoch [245][280/1879] lr: 5.412e-04, eta: 5:17:20, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8668, loss_cls: 1.2435, loss: 1.2435, grad_norm: 6.9097 2021-07-18 08:35:44,594 - mmaction - INFO - Epoch [245][300/1879] lr: 5.412e-04, eta: 5:17:03, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8824, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.7951 2021-07-18 08:36:01,169 - mmaction - INFO - Epoch [245][320/1879] lr: 5.412e-04, eta: 5:16:46, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8609, loss_cls: 1.2604, loss: 1.2604, grad_norm: 7.1039 2021-07-18 08:36:17,823 - mmaction - INFO - Epoch [245][340/1879] lr: 5.412e-04, eta: 5:16:28, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8676, loss_cls: 1.2313, loss: 1.2313, grad_norm: 6.6921 2021-07-18 08:36:34,656 - mmaction - INFO - Epoch [245][360/1879] lr: 5.412e-04, eta: 5:16:11, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8719, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.8773 2021-07-18 08:36:51,428 - mmaction - INFO - Epoch [245][380/1879] lr: 5.412e-04, eta: 5:15:54, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.7640 2021-07-18 08:37:08,009 - mmaction - INFO - Epoch [245][400/1879] lr: 5.412e-04, eta: 5:15:37, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8629, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.0571 2021-07-18 08:37:24,707 - mmaction - INFO - Epoch [245][420/1879] lr: 5.412e-04, eta: 5:15:20, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.1905, loss: 1.1905, grad_norm: 6.6752 2021-07-18 08:37:41,305 - mmaction - INFO - Epoch [245][440/1879] lr: 5.412e-04, eta: 5:15:03, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2273, loss: 1.2273, grad_norm: 6.9897 2021-07-18 08:37:57,909 - mmaction - INFO - Epoch [245][460/1879] lr: 5.412e-04, eta: 5:14:45, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8773, loss_cls: 1.1722, loss: 1.1722, grad_norm: 6.7818 2021-07-18 08:38:14,510 - mmaction - INFO - Epoch [245][480/1879] lr: 5.412e-04, eta: 5:14:28, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8656, loss_cls: 1.2240, loss: 1.2240, grad_norm: 6.7740 2021-07-18 08:38:31,206 - mmaction - INFO - Epoch [245][500/1879] lr: 5.412e-04, eta: 5:14:11, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8645, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.8557 2021-07-18 08:38:47,594 - mmaction - INFO - Epoch [245][520/1879] lr: 5.412e-04, eta: 5:13:54, time: 0.820, data_time: 0.002, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1788, loss: 1.1788, grad_norm: 7.0613 2021-07-18 08:39:04,091 - mmaction - INFO - Epoch [245][540/1879] lr: 5.412e-04, eta: 5:13:37, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8707, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.9844 2021-07-18 08:39:20,644 - mmaction - INFO - Epoch [245][560/1879] lr: 5.412e-04, eta: 5:13:19, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8598, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.9826 2021-07-18 08:39:37,191 - mmaction - INFO - Epoch [245][580/1879] lr: 5.412e-04, eta: 5:13:02, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8723, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.9019 2021-07-18 08:39:53,882 - mmaction - INFO - Epoch [245][600/1879] lr: 5.412e-04, eta: 5:12:45, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8629, loss_cls: 1.2630, loss: 1.2630, grad_norm: 7.0743 2021-07-18 08:40:10,465 - mmaction - INFO - Epoch [245][620/1879] lr: 5.412e-04, eta: 5:12:28, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.1901 2021-07-18 08:40:27,407 - mmaction - INFO - Epoch [245][640/1879] lr: 5.412e-04, eta: 5:12:11, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8703, loss_cls: 1.1959, loss: 1.1959, grad_norm: 6.8051 2021-07-18 08:40:44,217 - mmaction - INFO - Epoch [245][660/1879] lr: 5.412e-04, eta: 5:11:54, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8699, loss_cls: 1.2452, loss: 1.2452, grad_norm: 7.0621 2021-07-18 08:41:00,983 - mmaction - INFO - Epoch [245][680/1879] lr: 5.412e-04, eta: 5:11:36, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1838, loss: 1.1838, grad_norm: 6.8693 2021-07-18 08:41:17,585 - mmaction - INFO - Epoch [245][700/1879] lr: 5.412e-04, eta: 5:11:19, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8680, loss_cls: 1.2621, loss: 1.2621, grad_norm: 7.2158 2021-07-18 08:41:34,310 - mmaction - INFO - Epoch [245][720/1879] lr: 5.412e-04, eta: 5:11:02, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.6879, top5_acc: 0.8633, loss_cls: 1.2897, loss: 1.2897, grad_norm: 7.2190 2021-07-18 08:41:50,987 - mmaction - INFO - Epoch [245][740/1879] lr: 5.412e-04, eta: 5:10:45, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8621, loss_cls: 1.2503, loss: 1.2503, grad_norm: 7.0139 2021-07-18 08:42:07,645 - mmaction - INFO - Epoch [245][760/1879] lr: 5.412e-04, eta: 5:10:28, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8695, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.9082 2021-07-18 08:42:24,141 - mmaction - INFO - Epoch [245][780/1879] lr: 5.412e-04, eta: 5:10:11, time: 0.825, data_time: 0.005, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8801, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.9278 2021-07-18 08:42:40,661 - mmaction - INFO - Epoch [245][800/1879] lr: 5.412e-04, eta: 5:09:53, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2297, loss: 1.2297, grad_norm: 6.9967 2021-07-18 08:42:57,303 - mmaction - INFO - Epoch [245][820/1879] lr: 5.412e-04, eta: 5:09:36, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1860, loss: 1.1860, grad_norm: 7.0465 2021-07-18 08:43:14,029 - mmaction - INFO - Epoch [245][840/1879] lr: 5.412e-04, eta: 5:09:19, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8797, loss_cls: 1.2004, loss: 1.2004, grad_norm: 6.9090 2021-07-18 08:43:30,606 - mmaction - INFO - Epoch [245][860/1879] lr: 5.412e-04, eta: 5:09:02, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2301, loss: 1.2301, grad_norm: 6.9656 2021-07-18 08:43:47,069 - mmaction - INFO - Epoch [245][880/1879] lr: 5.412e-04, eta: 5:08:45, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8730, loss_cls: 1.1986, loss: 1.1986, grad_norm: 6.8742 2021-07-18 08:44:03,753 - mmaction - INFO - Epoch [245][900/1879] lr: 5.412e-04, eta: 5:08:27, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8691, loss_cls: 1.2251, loss: 1.2251, grad_norm: 6.9147 2021-07-18 08:44:20,294 - mmaction - INFO - Epoch [245][920/1879] lr: 5.412e-04, eta: 5:08:10, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8668, loss_cls: 1.2258, loss: 1.2258, grad_norm: 6.8787 2021-07-18 08:44:36,582 - mmaction - INFO - Epoch [245][940/1879] lr: 5.412e-04, eta: 5:07:53, time: 0.816, data_time: 0.003, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8746, loss_cls: 1.1698, loss: 1.1698, grad_norm: 6.8707 2021-07-18 08:44:53,244 - mmaction - INFO - Epoch [245][960/1879] lr: 5.412e-04, eta: 5:07:36, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8660, loss_cls: 1.2469, loss: 1.2469, grad_norm: 6.9285 2021-07-18 08:45:09,812 - mmaction - INFO - Epoch [245][980/1879] lr: 5.412e-04, eta: 5:07:19, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8660, loss_cls: 1.2427, loss: 1.2427, grad_norm: 6.8419 2021-07-18 08:45:26,448 - mmaction - INFO - Epoch [245][1000/1879] lr: 5.412e-04, eta: 5:07:01, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2532, loss: 1.2532, grad_norm: 7.1783 2021-07-18 08:45:43,212 - mmaction - INFO - Epoch [245][1020/1879] lr: 5.412e-04, eta: 5:06:44, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8605, loss_cls: 1.2444, loss: 1.2444, grad_norm: 6.9514 2021-07-18 08:45:59,968 - mmaction - INFO - Epoch [245][1040/1879] lr: 5.412e-04, eta: 5:06:27, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8730, loss_cls: 1.2556, loss: 1.2556, grad_norm: 7.0370 2021-07-18 08:46:17,168 - mmaction - INFO - Epoch [245][1060/1879] lr: 5.412e-04, eta: 5:06:10, time: 0.859, data_time: 0.004, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2187, loss: 1.2187, grad_norm: 7.0565 2021-07-18 08:46:34,338 - mmaction - INFO - Epoch [245][1080/1879] lr: 5.412e-04, eta: 5:05:53, time: 0.859, data_time: 0.003, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8684, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.9739 2021-07-18 08:46:50,973 - mmaction - INFO - Epoch [245][1100/1879] lr: 5.412e-04, eta: 5:05:36, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8801, loss_cls: 1.1530, loss: 1.1530, grad_norm: 6.7275 2021-07-18 08:47:07,408 - mmaction - INFO - Epoch [245][1120/1879] lr: 5.412e-04, eta: 5:05:19, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8633, loss_cls: 1.2445, loss: 1.2445, grad_norm: 6.9830 2021-07-18 08:47:23,889 - mmaction - INFO - Epoch [245][1140/1879] lr: 5.412e-04, eta: 5:05:01, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2118, loss: 1.2118, grad_norm: 6.8644 2021-07-18 08:47:40,614 - mmaction - INFO - Epoch [245][1160/1879] lr: 5.412e-04, eta: 5:04:44, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8680, loss_cls: 1.2475, loss: 1.2475, grad_norm: 7.0055 2021-07-18 08:47:57,312 - mmaction - INFO - Epoch [245][1180/1879] lr: 5.412e-04, eta: 5:04:27, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8699, loss_cls: 1.2631, loss: 1.2631, grad_norm: 6.9911 2021-07-18 08:48:13,857 - mmaction - INFO - Epoch [245][1200/1879] lr: 5.412e-04, eta: 5:04:10, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8707, loss_cls: 1.2098, loss: 1.2098, grad_norm: 6.8440 2021-07-18 08:48:30,677 - mmaction - INFO - Epoch [245][1220/1879] lr: 5.412e-04, eta: 5:03:53, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8691, loss_cls: 1.2402, loss: 1.2402, grad_norm: 7.0205 2021-07-18 08:48:47,431 - mmaction - INFO - Epoch [245][1240/1879] lr: 5.412e-04, eta: 5:03:36, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3426, loss: 1.3426, grad_norm: 7.2075 2021-07-18 08:49:04,025 - mmaction - INFO - Epoch [245][1260/1879] lr: 5.412e-04, eta: 5:03:18, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8797, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.8805 2021-07-18 08:49:20,820 - mmaction - INFO - Epoch [245][1280/1879] lr: 5.412e-04, eta: 5:03:01, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.6891, top5_acc: 0.8621, loss_cls: 1.3050, loss: 1.3050, grad_norm: 7.2027 2021-07-18 08:49:37,636 - mmaction - INFO - Epoch [245][1300/1879] lr: 5.412e-04, eta: 5:02:44, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8703, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.9873 2021-07-18 08:49:54,344 - mmaction - INFO - Epoch [245][1320/1879] lr: 5.412e-04, eta: 5:02:27, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1321, loss: 1.1321, grad_norm: 6.7957 2021-07-18 08:50:10,814 - mmaction - INFO - Epoch [245][1340/1879] lr: 5.412e-04, eta: 5:02:10, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8801, loss_cls: 1.1820, loss: 1.1820, grad_norm: 6.8859 2021-07-18 08:50:27,390 - mmaction - INFO - Epoch [245][1360/1879] lr: 5.412e-04, eta: 5:01:53, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8699, loss_cls: 1.1972, loss: 1.1972, grad_norm: 6.9405 2021-07-18 08:50:44,016 - mmaction - INFO - Epoch [245][1380/1879] lr: 5.412e-04, eta: 5:01:35, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8688, loss_cls: 1.1956, loss: 1.1956, grad_norm: 6.8792 2021-07-18 08:51:00,626 - mmaction - INFO - Epoch [245][1400/1879] lr: 5.412e-04, eta: 5:01:18, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8668, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.9582 2021-07-18 08:51:16,988 - mmaction - INFO - Epoch [245][1420/1879] lr: 5.412e-04, eta: 5:01:01, time: 0.817, data_time: 0.001, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8477, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.1972 2021-07-18 08:51:33,626 - mmaction - INFO - Epoch [245][1440/1879] lr: 5.412e-04, eta: 5:00:44, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8723, loss_cls: 1.2459, loss: 1.2459, grad_norm: 7.0413 2021-07-18 08:51:50,162 - mmaction - INFO - Epoch [245][1460/1879] lr: 5.412e-04, eta: 5:00:27, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2286, loss: 1.2286, grad_norm: 7.1481 2021-07-18 08:52:07,153 - mmaction - INFO - Epoch [245][1480/1879] lr: 5.412e-04, eta: 5:00:10, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8770, loss_cls: 1.1709, loss: 1.1709, grad_norm: 6.6658 2021-07-18 08:52:24,130 - mmaction - INFO - Epoch [245][1500/1879] lr: 5.412e-04, eta: 4:59:52, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.9463 2021-07-18 08:52:40,803 - mmaction - INFO - Epoch [245][1520/1879] lr: 5.412e-04, eta: 4:59:35, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8793, loss_cls: 1.1885, loss: 1.1885, grad_norm: 6.9847 2021-07-18 08:52:57,178 - mmaction - INFO - Epoch [245][1540/1879] lr: 5.412e-04, eta: 4:59:18, time: 0.820, data_time: 0.005, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.1577, loss: 1.1577, grad_norm: 6.7676 2021-07-18 08:53:14,111 - mmaction - INFO - Epoch [245][1560/1879] lr: 5.412e-04, eta: 4:59:01, time: 0.849, data_time: 0.005, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8742, loss_cls: 1.1941, loss: 1.1941, grad_norm: 6.8285 2021-07-18 08:53:30,555 - mmaction - INFO - Epoch [245][1580/1879] lr: 5.412e-04, eta: 4:58:44, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.0435 2021-07-18 08:53:47,201 - mmaction - INFO - Epoch [245][1600/1879] lr: 5.412e-04, eta: 4:58:27, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8633, loss_cls: 1.2626, loss: 1.2626, grad_norm: 7.0361 2021-07-18 08:54:03,694 - mmaction - INFO - Epoch [245][1620/1879] lr: 5.412e-04, eta: 4:58:09, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2485, loss: 1.2485, grad_norm: 6.9956 2021-07-18 08:54:20,496 - mmaction - INFO - Epoch [245][1640/1879] lr: 5.412e-04, eta: 4:57:52, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8754, loss_cls: 1.1989, loss: 1.1989, grad_norm: 6.7306 2021-07-18 08:54:37,126 - mmaction - INFO - Epoch [245][1660/1879] lr: 5.412e-04, eta: 4:57:35, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8770, loss_cls: 1.2100, loss: 1.2100, grad_norm: 6.9857 2021-07-18 08:54:53,733 - mmaction - INFO - Epoch [245][1680/1879] lr: 5.412e-04, eta: 4:57:18, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8723, loss_cls: 1.2232, loss: 1.2232, grad_norm: 7.0809 2021-07-18 08:55:10,521 - mmaction - INFO - Epoch [245][1700/1879] lr: 5.412e-04, eta: 4:57:01, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8789, loss_cls: 1.1333, loss: 1.1333, grad_norm: 6.7210 2021-07-18 08:55:27,230 - mmaction - INFO - Epoch [245][1720/1879] lr: 5.412e-04, eta: 4:56:44, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6895, top5_acc: 0.8680, loss_cls: 1.2805, loss: 1.2805, grad_norm: 7.1491 2021-07-18 08:55:43,867 - mmaction - INFO - Epoch [245][1740/1879] lr: 5.412e-04, eta: 4:56:26, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8785, loss_cls: 1.1952, loss: 1.1952, grad_norm: 6.9927 2021-07-18 08:56:00,458 - mmaction - INFO - Epoch [245][1760/1879] lr: 5.412e-04, eta: 4:56:09, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8703, loss_cls: 1.1984, loss: 1.1984, grad_norm: 6.8981 2021-07-18 08:56:17,312 - mmaction - INFO - Epoch [245][1780/1879] lr: 5.412e-04, eta: 4:55:52, time: 0.843, data_time: 0.003, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8684, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.7299 2021-07-18 08:56:33,848 - mmaction - INFO - Epoch [245][1800/1879] lr: 5.412e-04, eta: 4:55:35, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8637, loss_cls: 1.2170, loss: 1.2170, grad_norm: 6.9822 2021-07-18 08:56:50,382 - mmaction - INFO - Epoch [245][1820/1879] lr: 5.412e-04, eta: 4:55:18, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8641, loss_cls: 1.2720, loss: 1.2720, grad_norm: 7.2348 2021-07-18 08:57:06,998 - mmaction - INFO - Epoch [245][1840/1879] lr: 5.412e-04, eta: 4:55:01, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8652, loss_cls: 1.2648, loss: 1.2648, grad_norm: 7.1505 2021-07-18 08:57:23,567 - mmaction - INFO - Epoch [245][1860/1879] lr: 5.412e-04, eta: 4:54:43, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7289, top5_acc: 0.8801, loss_cls: 1.1810, loss: 1.1810, grad_norm: 6.9002 2021-07-18 08:57:41,704 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 08:57:41,708 - mmaction - INFO - 106 BN found 2021-07-18 09:02:31,863 - mmaction - INFO - BN stats updated 2021-07-18 09:04:38,619 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-18 09:04:39,462 - mmaction - INFO - top1_acc 0.6898 top5_acc 0.8807 2021-07-18 09:04:39,462 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-18 09:04:39,496 - mmaction - INFO - mean_acc 0.6897 2021-07-18 09:04:40,910 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_245.pth. 2021-07-18 09:04:40,911 - mmaction - INFO - Best top1_acc is 0.6898 at 245 epoch. 2021-07-18 09:04:40,920 - mmaction - INFO - Epoch(val) [245][155] top1_acc: 0.6898, top5_acc: 0.8807, mean_class_accuracy: 0.6897 2021-07-18 09:05:41,826 - mmaction - INFO - Epoch [246][20/1879] lr: 4.549e-04, eta: 4:54:14, time: 3.044, data_time: 2.218, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8566, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.1789 2021-07-18 09:05:57,879 - mmaction - INFO - Epoch [246][40/1879] lr: 4.549e-04, eta: 4:53:57, time: 0.801, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.8961 2021-07-18 09:06:14,361 - mmaction - INFO - Epoch [246][60/1879] lr: 4.549e-04, eta: 4:53:40, time: 0.826, data_time: 0.007, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8699, loss_cls: 1.2419, loss: 1.2419, grad_norm: 6.9913 2021-07-18 09:06:30,842 - mmaction - INFO - Epoch [246][80/1879] lr: 4.549e-04, eta: 4:53:23, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8770, loss_cls: 1.2009, loss: 1.2009, grad_norm: 6.9563 2021-07-18 09:06:47,412 - mmaction - INFO - Epoch [246][100/1879] lr: 4.549e-04, eta: 4:53:06, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2197, loss: 1.2197, grad_norm: 7.0262 2021-07-18 09:07:03,991 - mmaction - INFO - Epoch [246][120/1879] lr: 4.549e-04, eta: 4:52:48, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1975, loss: 1.1975, grad_norm: 6.9217 2021-07-18 09:07:20,672 - mmaction - INFO - Epoch [246][140/1879] lr: 4.549e-04, eta: 4:52:31, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8648, loss_cls: 1.2251, loss: 1.2251, grad_norm: 6.9504 2021-07-18 09:07:37,276 - mmaction - INFO - Epoch [246][160/1879] lr: 4.549e-04, eta: 4:52:14, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8742, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.8273 2021-07-18 09:07:53,944 - mmaction - INFO - Epoch [246][180/1879] lr: 4.549e-04, eta: 4:51:57, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2389, loss: 1.2389, grad_norm: 7.1256 2021-07-18 09:08:10,661 - mmaction - INFO - Epoch [246][200/1879] lr: 4.549e-04, eta: 4:51:40, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8754, loss_cls: 1.2001, loss: 1.2001, grad_norm: 6.8827 2021-07-18 09:08:27,201 - mmaction - INFO - Epoch [246][220/1879] lr: 4.549e-04, eta: 4:51:22, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8715, loss_cls: 1.2322, loss: 1.2322, grad_norm: 6.9948 2021-07-18 09:08:43,757 - mmaction - INFO - Epoch [246][240/1879] lr: 4.549e-04, eta: 4:51:05, time: 0.828, data_time: 0.003, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8848, loss_cls: 1.1371, loss: 1.1371, grad_norm: 6.8136 2021-07-18 09:09:00,369 - mmaction - INFO - Epoch [246][260/1879] lr: 4.549e-04, eta: 4:50:48, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8727, loss_cls: 1.2513, loss: 1.2513, grad_norm: 7.1279 2021-07-18 09:09:16,913 - mmaction - INFO - Epoch [246][280/1879] lr: 4.549e-04, eta: 4:50:31, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2346, loss: 1.2346, grad_norm: 6.9252 2021-07-18 09:09:33,495 - mmaction - INFO - Epoch [246][300/1879] lr: 4.549e-04, eta: 4:50:14, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8750, loss_cls: 1.1782, loss: 1.1782, grad_norm: 6.8550 2021-07-18 09:09:50,135 - mmaction - INFO - Epoch [246][320/1879] lr: 4.549e-04, eta: 4:49:57, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8684, loss_cls: 1.2259, loss: 1.2259, grad_norm: 7.0606 2021-07-18 09:10:06,738 - mmaction - INFO - Epoch [246][340/1879] lr: 4.549e-04, eta: 4:49:39, time: 0.833, data_time: 0.007, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8652, loss_cls: 1.2194, loss: 1.2194, grad_norm: 7.0615 2021-07-18 09:10:23,287 - mmaction - INFO - Epoch [246][360/1879] lr: 4.549e-04, eta: 4:49:22, time: 0.828, data_time: 0.002, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8750, loss_cls: 1.1873, loss: 1.1873, grad_norm: 6.7347 2021-07-18 09:10:40,125 - mmaction - INFO - Epoch [246][380/1879] lr: 4.549e-04, eta: 4:49:05, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8742, loss_cls: 1.2012, loss: 1.2012, grad_norm: 7.0149 2021-07-18 09:10:56,617 - mmaction - INFO - Epoch [246][400/1879] lr: 4.549e-04, eta: 4:48:48, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.2085, loss: 1.2085, grad_norm: 6.8375 2021-07-18 09:11:13,110 - mmaction - INFO - Epoch [246][420/1879] lr: 4.549e-04, eta: 4:48:31, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8730, loss_cls: 1.2152, loss: 1.2152, grad_norm: 6.9399 2021-07-18 09:11:29,657 - mmaction - INFO - Epoch [246][440/1879] lr: 4.549e-04, eta: 4:48:14, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8605, loss_cls: 1.2845, loss: 1.2845, grad_norm: 7.1613 2021-07-18 09:11:46,262 - mmaction - INFO - Epoch [246][460/1879] lr: 4.549e-04, eta: 4:47:56, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8711, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.0274 2021-07-18 09:12:03,033 - mmaction - INFO - Epoch [246][480/1879] lr: 4.549e-04, eta: 4:47:39, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2439, loss: 1.2439, grad_norm: 6.9997 2021-07-18 09:12:19,903 - mmaction - INFO - Epoch [246][500/1879] lr: 4.549e-04, eta: 4:47:22, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1929, loss: 1.1929, grad_norm: 6.8506 2021-07-18 09:12:36,598 - mmaction - INFO - Epoch [246][520/1879] lr: 4.549e-04, eta: 4:47:05, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8625, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.1535 2021-07-18 09:12:53,165 - mmaction - INFO - Epoch [246][540/1879] lr: 4.549e-04, eta: 4:46:48, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8598, loss_cls: 1.2519, loss: 1.2519, grad_norm: 6.9389 2021-07-18 09:13:09,772 - mmaction - INFO - Epoch [246][560/1879] lr: 4.549e-04, eta: 4:46:31, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.0351 2021-07-18 09:13:26,346 - mmaction - INFO - Epoch [246][580/1879] lr: 4.549e-04, eta: 4:46:13, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8699, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.9422 2021-07-18 09:13:43,123 - mmaction - INFO - Epoch [246][600/1879] lr: 4.549e-04, eta: 4:45:56, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8539, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.8648 2021-07-18 09:13:59,552 - mmaction - INFO - Epoch [246][620/1879] lr: 4.549e-04, eta: 4:45:39, time: 0.822, data_time: 0.002, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8711, loss_cls: 1.1880, loss: 1.1880, grad_norm: 6.7708 2021-07-18 09:14:16,122 - mmaction - INFO - Epoch [246][640/1879] lr: 4.549e-04, eta: 4:45:22, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2602, loss: 1.2602, grad_norm: 7.0673 2021-07-18 09:14:32,718 - mmaction - INFO - Epoch [246][660/1879] lr: 4.549e-04, eta: 4:45:05, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.0278 2021-07-18 09:14:49,334 - mmaction - INFO - Epoch [246][680/1879] lr: 4.549e-04, eta: 4:44:47, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8723, loss_cls: 1.2471, loss: 1.2471, grad_norm: 7.1654 2021-07-18 09:15:05,878 - mmaction - INFO - Epoch [246][700/1879] lr: 4.549e-04, eta: 4:44:30, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6926, top5_acc: 0.8570, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.0605 2021-07-18 09:15:22,412 - mmaction - INFO - Epoch [246][720/1879] lr: 4.549e-04, eta: 4:44:13, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8707, loss_cls: 1.2271, loss: 1.2271, grad_norm: 7.1609 2021-07-18 09:15:39,022 - mmaction - INFO - Epoch [246][740/1879] lr: 4.549e-04, eta: 4:43:56, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2738, loss: 1.2738, grad_norm: 7.1389 2021-07-18 09:15:55,453 - mmaction - INFO - Epoch [246][760/1879] lr: 4.549e-04, eta: 4:43:39, time: 0.822, data_time: 0.003, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8691, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.0022 2021-07-18 09:16:12,018 - mmaction - INFO - Epoch [246][780/1879] lr: 4.549e-04, eta: 4:43:22, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8688, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.8295 2021-07-18 09:16:28,629 - mmaction - INFO - Epoch [246][800/1879] lr: 4.549e-04, eta: 4:43:04, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8672, loss_cls: 1.2321, loss: 1.2321, grad_norm: 6.8305 2021-07-18 09:16:45,426 - mmaction - INFO - Epoch [246][820/1879] lr: 4.549e-04, eta: 4:42:47, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8688, loss_cls: 1.2515, loss: 1.2515, grad_norm: 7.0094 2021-07-18 09:17:02,027 - mmaction - INFO - Epoch [246][840/1879] lr: 4.549e-04, eta: 4:42:30, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8762, loss_cls: 1.2265, loss: 1.2265, grad_norm: 7.0691 2021-07-18 09:17:18,711 - mmaction - INFO - Epoch [246][860/1879] lr: 4.549e-04, eta: 4:42:13, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8762, loss_cls: 1.1806, loss: 1.1806, grad_norm: 6.7866 2021-07-18 09:17:35,387 - mmaction - INFO - Epoch [246][880/1879] lr: 4.549e-04, eta: 4:41:56, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8723, loss_cls: 1.2277, loss: 1.2277, grad_norm: 7.1206 2021-07-18 09:17:52,012 - mmaction - INFO - Epoch [246][900/1879] lr: 4.549e-04, eta: 4:41:39, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8699, loss_cls: 1.2301, loss: 1.2301, grad_norm: 7.0658 2021-07-18 09:18:08,833 - mmaction - INFO - Epoch [246][920/1879] lr: 4.549e-04, eta: 4:41:21, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8801, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.9635 2021-07-18 09:18:25,464 - mmaction - INFO - Epoch [246][940/1879] lr: 4.549e-04, eta: 4:41:04, time: 0.830, data_time: 0.007, memory: 6455, top1_acc: 0.6902, top5_acc: 0.8660, loss_cls: 1.2686, loss: 1.2686, grad_norm: 7.1111 2021-07-18 09:18:42,179 - mmaction - INFO - Epoch [246][960/1879] lr: 4.549e-04, eta: 4:40:47, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8738, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.9536 2021-07-18 09:18:59,028 - mmaction - INFO - Epoch [246][980/1879] lr: 4.549e-04, eta: 4:40:30, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2462, loss: 1.2462, grad_norm: 7.0061 2021-07-18 09:19:15,636 - mmaction - INFO - Epoch [246][1000/1879] lr: 4.549e-04, eta: 4:40:13, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.9334 2021-07-18 09:19:32,424 - mmaction - INFO - Epoch [246][1020/1879] lr: 4.549e-04, eta: 4:39:56, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8730, loss_cls: 1.2292, loss: 1.2292, grad_norm: 6.9425 2021-07-18 09:19:48,955 - mmaction - INFO - Epoch [246][1040/1879] lr: 4.549e-04, eta: 4:39:39, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8652, loss_cls: 1.1964, loss: 1.1964, grad_norm: 6.8480 2021-07-18 09:20:05,754 - mmaction - INFO - Epoch [246][1060/1879] lr: 4.549e-04, eta: 4:39:21, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1719, loss: 1.1719, grad_norm: 7.0672 2021-07-18 09:20:22,326 - mmaction - INFO - Epoch [246][1080/1879] lr: 4.549e-04, eta: 4:39:04, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8770, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.8871 2021-07-18 09:20:38,971 - mmaction - INFO - Epoch [246][1100/1879] lr: 4.549e-04, eta: 4:38:47, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8711, loss_cls: 1.2372, loss: 1.2372, grad_norm: 7.0208 2021-07-18 09:20:55,528 - mmaction - INFO - Epoch [246][1120/1879] lr: 4.549e-04, eta: 4:38:30, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8762, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.9351 2021-07-18 09:21:12,098 - mmaction - INFO - Epoch [246][1140/1879] lr: 4.549e-04, eta: 4:38:13, time: 0.827, data_time: 0.007, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1627, loss: 1.1627, grad_norm: 6.8567 2021-07-18 09:21:28,692 - mmaction - INFO - Epoch [246][1160/1879] lr: 4.549e-04, eta: 4:37:56, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8727, loss_cls: 1.1846, loss: 1.1846, grad_norm: 6.9008 2021-07-18 09:21:45,306 - mmaction - INFO - Epoch [246][1180/1879] lr: 4.549e-04, eta: 4:37:38, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8785, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.9303 2021-07-18 09:22:01,935 - mmaction - INFO - Epoch [246][1200/1879] lr: 4.549e-04, eta: 4:37:21, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7344, top5_acc: 0.8770, loss_cls: 1.1658, loss: 1.1658, grad_norm: 6.6982 2021-07-18 09:22:18,693 - mmaction - INFO - Epoch [246][1220/1879] lr: 4.549e-04, eta: 4:37:04, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8664, loss_cls: 1.2249, loss: 1.2249, grad_norm: 6.9416 2021-07-18 09:22:35,420 - mmaction - INFO - Epoch [246][1240/1879] lr: 4.549e-04, eta: 4:36:47, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8629, loss_cls: 1.2718, loss: 1.2718, grad_norm: 7.1290 2021-07-18 09:22:52,059 - mmaction - INFO - Epoch [246][1260/1879] lr: 4.549e-04, eta: 4:36:30, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8773, loss_cls: 1.1903, loss: 1.1903, grad_norm: 7.1401 2021-07-18 09:23:08,728 - mmaction - INFO - Epoch [246][1280/1879] lr: 4.549e-04, eta: 4:36:13, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8664, loss_cls: 1.2354, loss: 1.2354, grad_norm: 7.1671 2021-07-18 09:23:25,329 - mmaction - INFO - Epoch [246][1300/1879] lr: 4.549e-04, eta: 4:35:55, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8691, loss_cls: 1.2342, loss: 1.2342, grad_norm: 7.1180 2021-07-18 09:23:42,062 - mmaction - INFO - Epoch [246][1320/1879] lr: 4.549e-04, eta: 4:35:38, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1803, loss: 1.1803, grad_norm: 7.0618 2021-07-18 09:23:58,635 - mmaction - INFO - Epoch [246][1340/1879] lr: 4.549e-04, eta: 4:35:21, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8832, loss_cls: 1.1619, loss: 1.1619, grad_norm: 7.0806 2021-07-18 09:24:15,387 - mmaction - INFO - Epoch [246][1360/1879] lr: 4.549e-04, eta: 4:35:04, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8707, loss_cls: 1.2124, loss: 1.2124, grad_norm: 7.0219 2021-07-18 09:24:31,817 - mmaction - INFO - Epoch [246][1380/1879] lr: 4.549e-04, eta: 4:34:47, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8680, loss_cls: 1.2386, loss: 1.2386, grad_norm: 6.9249 2021-07-18 09:24:48,736 - mmaction - INFO - Epoch [246][1400/1879] lr: 4.549e-04, eta: 4:34:30, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8762, loss_cls: 1.1912, loss: 1.1912, grad_norm: 6.9605 2021-07-18 09:25:05,167 - mmaction - INFO - Epoch [246][1420/1879] lr: 4.549e-04, eta: 4:34:12, time: 0.823, data_time: 0.002, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8625, loss_cls: 1.2138, loss: 1.2138, grad_norm: 7.0969 2021-07-18 09:25:21,815 - mmaction - INFO - Epoch [246][1440/1879] lr: 4.549e-04, eta: 4:33:55, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8762, loss_cls: 1.1735, loss: 1.1735, grad_norm: 7.0353 2021-07-18 09:25:38,401 - mmaction - INFO - Epoch [246][1460/1879] lr: 4.549e-04, eta: 4:33:38, time: 0.828, data_time: 0.007, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8742, loss_cls: 1.2371, loss: 1.2371, grad_norm: 7.1583 2021-07-18 09:25:55,342 - mmaction - INFO - Epoch [246][1480/1879] lr: 4.549e-04, eta: 4:33:21, time: 0.850, data_time: 0.005, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8680, loss_cls: 1.2706, loss: 1.2706, grad_norm: 7.2136 2021-07-18 09:26:11,889 - mmaction - INFO - Epoch [246][1500/1879] lr: 4.549e-04, eta: 4:33:04, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8750, loss_cls: 1.2047, loss: 1.2047, grad_norm: 6.9702 2021-07-18 09:26:28,355 - mmaction - INFO - Epoch [246][1520/1879] lr: 4.549e-04, eta: 4:32:47, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8652, loss_cls: 1.2395, loss: 1.2395, grad_norm: 7.0660 2021-07-18 09:26:45,103 - mmaction - INFO - Epoch [246][1540/1879] lr: 4.549e-04, eta: 4:32:29, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8793, loss_cls: 1.1664, loss: 1.1664, grad_norm: 7.0434 2021-07-18 09:27:01,681 - mmaction - INFO - Epoch [246][1560/1879] lr: 4.549e-04, eta: 4:32:12, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8715, loss_cls: 1.1909, loss: 1.1909, grad_norm: 6.8722 2021-07-18 09:27:18,444 - mmaction - INFO - Epoch [246][1580/1879] lr: 4.549e-04, eta: 4:31:55, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8633, loss_cls: 1.2630, loss: 1.2630, grad_norm: 7.0343 2021-07-18 09:27:34,938 - mmaction - INFO - Epoch [246][1600/1879] lr: 4.549e-04, eta: 4:31:38, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8676, loss_cls: 1.2183, loss: 1.2183, grad_norm: 6.9985 2021-07-18 09:27:51,663 - mmaction - INFO - Epoch [246][1620/1879] lr: 4.549e-04, eta: 4:31:21, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8645, loss_cls: 1.1862, loss: 1.1862, grad_norm: 6.8771 2021-07-18 09:28:08,425 - mmaction - INFO - Epoch [246][1640/1879] lr: 4.549e-04, eta: 4:31:04, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8715, loss_cls: 1.2158, loss: 1.2158, grad_norm: 7.0275 2021-07-18 09:28:24,916 - mmaction - INFO - Epoch [246][1660/1879] lr: 4.549e-04, eta: 4:30:47, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8715, loss_cls: 1.1898, loss: 1.1898, grad_norm: 6.9578 2021-07-18 09:28:41,673 - mmaction - INFO - Epoch [246][1680/1879] lr: 4.549e-04, eta: 4:30:29, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8637, loss_cls: 1.2245, loss: 1.2245, grad_norm: 7.0118 2021-07-18 09:28:58,452 - mmaction - INFO - Epoch [246][1700/1879] lr: 4.549e-04, eta: 4:30:12, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8688, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.7817 2021-07-18 09:29:15,103 - mmaction - INFO - Epoch [246][1720/1879] lr: 4.549e-04, eta: 4:29:55, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2021, loss: 1.2021, grad_norm: 7.0217 2021-07-18 09:29:31,818 - mmaction - INFO - Epoch [246][1740/1879] lr: 4.549e-04, eta: 4:29:38, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8645, loss_cls: 1.2528, loss: 1.2528, grad_norm: 7.1023 2021-07-18 09:29:48,422 - mmaction - INFO - Epoch [246][1760/1879] lr: 4.549e-04, eta: 4:29:21, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8734, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.9847 2021-07-18 09:30:05,051 - mmaction - INFO - Epoch [246][1780/1879] lr: 4.549e-04, eta: 4:29:04, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8695, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.8529 2021-07-18 09:30:21,722 - mmaction - INFO - Epoch [246][1800/1879] lr: 4.549e-04, eta: 4:28:46, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8754, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.1519 2021-07-18 09:30:38,331 - mmaction - INFO - Epoch [246][1820/1879] lr: 4.549e-04, eta: 4:28:29, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8762, loss_cls: 1.1692, loss: 1.1692, grad_norm: 6.8488 2021-07-18 09:30:54,965 - mmaction - INFO - Epoch [246][1840/1879] lr: 4.549e-04, eta: 4:28:12, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2077, loss: 1.2077, grad_norm: 6.9867 2021-07-18 09:31:11,567 - mmaction - INFO - Epoch [246][1860/1879] lr: 4.549e-04, eta: 4:27:55, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8688, loss_cls: 1.2027, loss: 1.2027, grad_norm: 7.1221 2021-07-18 09:31:30,392 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 09:31:30,396 - mmaction - INFO - 106 BN found 2021-07-18 09:36:21,669 - mmaction - INFO - BN stats updated 2021-07-18 09:37:11,134 - mmaction - INFO - Epoch [247][20/1879] lr: 3.760e-04, eta: 4:27:24, time: 2.372, data_time: 1.579, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8621, loss_cls: 1.2444, loss: 1.2444, grad_norm: 7.0294 2021-07-18 09:37:27,397 - mmaction - INFO - Epoch [247][40/1879] lr: 3.760e-04, eta: 4:27:06, time: 0.811, data_time: 0.004, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2100, loss: 1.2100, grad_norm: 6.9342 2021-07-18 09:37:43,896 - mmaction - INFO - Epoch [247][60/1879] lr: 3.760e-04, eta: 4:26:49, time: 0.825, data_time: 0.006, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2081, loss: 1.2081, grad_norm: 7.1268 2021-07-18 09:38:00,328 - mmaction - INFO - Epoch [247][80/1879] lr: 3.760e-04, eta: 4:26:32, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8676, loss_cls: 1.2316, loss: 1.2316, grad_norm: 7.0738 2021-07-18 09:38:16,921 - mmaction - INFO - Epoch [247][100/1879] lr: 3.760e-04, eta: 4:26:15, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7379, top5_acc: 0.8793, loss_cls: 1.1343, loss: 1.1343, grad_norm: 6.6978 2021-07-18 09:38:33,435 - mmaction - INFO - Epoch [247][120/1879] lr: 3.760e-04, eta: 4:25:58, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8789, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.1141 2021-07-18 09:38:49,990 - mmaction - INFO - Epoch [247][140/1879] lr: 3.760e-04, eta: 4:25:41, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8770, loss_cls: 1.1863, loss: 1.1863, grad_norm: 6.7892 2021-07-18 09:39:06,564 - mmaction - INFO - Epoch [247][160/1879] lr: 3.760e-04, eta: 4:25:23, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8660, loss_cls: 1.2191, loss: 1.2191, grad_norm: 6.9887 2021-07-18 09:39:23,203 - mmaction - INFO - Epoch [247][180/1879] lr: 3.760e-04, eta: 4:25:06, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8578, loss_cls: 1.2755, loss: 1.2755, grad_norm: 7.1236 2021-07-18 09:39:39,876 - mmaction - INFO - Epoch [247][200/1879] lr: 3.760e-04, eta: 4:24:49, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2412, loss: 1.2412, grad_norm: 7.2074 2021-07-18 09:39:56,610 - mmaction - INFO - Epoch [247][220/1879] lr: 3.760e-04, eta: 4:24:32, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2396, loss: 1.2396, grad_norm: 7.0462 2021-07-18 09:40:13,206 - mmaction - INFO - Epoch [247][240/1879] lr: 3.760e-04, eta: 4:24:15, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8840, loss_cls: 1.1638, loss: 1.1638, grad_norm: 6.8342 2021-07-18 09:40:29,974 - mmaction - INFO - Epoch [247][260/1879] lr: 3.760e-04, eta: 4:23:58, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8730, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.9417 2021-07-18 09:40:46,625 - mmaction - INFO - Epoch [247][280/1879] lr: 3.760e-04, eta: 4:23:40, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8688, loss_cls: 1.1791, loss: 1.1791, grad_norm: 7.0479 2021-07-18 09:41:03,256 - mmaction - INFO - Epoch [247][300/1879] lr: 3.760e-04, eta: 4:23:23, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8746, loss_cls: 1.2228, loss: 1.2228, grad_norm: 7.0831 2021-07-18 09:41:19,842 - mmaction - INFO - Epoch [247][320/1879] lr: 3.760e-04, eta: 4:23:06, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8738, loss_cls: 1.2314, loss: 1.2314, grad_norm: 6.9852 2021-07-18 09:41:36,506 - mmaction - INFO - Epoch [247][340/1879] lr: 3.760e-04, eta: 4:22:49, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8777, loss_cls: 1.1689, loss: 1.1689, grad_norm: 7.0284 2021-07-18 09:41:53,413 - mmaction - INFO - Epoch [247][360/1879] lr: 3.760e-04, eta: 4:22:32, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2183, loss: 1.2183, grad_norm: 7.1579 2021-07-18 09:42:10,054 - mmaction - INFO - Epoch [247][380/1879] lr: 3.760e-04, eta: 4:22:15, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8707, loss_cls: 1.2199, loss: 1.2199, grad_norm: 7.0843 2021-07-18 09:42:26,590 - mmaction - INFO - Epoch [247][400/1879] lr: 3.760e-04, eta: 4:21:58, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8691, loss_cls: 1.2153, loss: 1.2153, grad_norm: 7.0208 2021-07-18 09:42:43,426 - mmaction - INFO - Epoch [247][420/1879] lr: 3.760e-04, eta: 4:21:40, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8605, loss_cls: 1.2653, loss: 1.2653, grad_norm: 7.0589 2021-07-18 09:42:59,962 - mmaction - INFO - Epoch [247][440/1879] lr: 3.760e-04, eta: 4:21:23, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8676, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.0457 2021-07-18 09:43:16,809 - mmaction - INFO - Epoch [247][460/1879] lr: 3.760e-04, eta: 4:21:06, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8660, loss_cls: 1.2417, loss: 1.2417, grad_norm: 6.9482 2021-07-18 09:43:33,403 - mmaction - INFO - Epoch [247][480/1879] lr: 3.760e-04, eta: 4:20:49, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8676, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.1555 2021-07-18 09:43:50,003 - mmaction - INFO - Epoch [247][500/1879] lr: 3.760e-04, eta: 4:20:32, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8730, loss_cls: 1.1944, loss: 1.1944, grad_norm: 6.9705 2021-07-18 09:44:06,552 - mmaction - INFO - Epoch [247][520/1879] lr: 3.760e-04, eta: 4:20:15, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8738, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.9948 2021-07-18 09:44:23,315 - mmaction - INFO - Epoch [247][540/1879] lr: 3.760e-04, eta: 4:19:57, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8840, loss_cls: 1.1826, loss: 1.1826, grad_norm: 7.1551 2021-07-18 09:44:40,088 - mmaction - INFO - Epoch [247][560/1879] lr: 3.760e-04, eta: 4:19:40, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8727, loss_cls: 1.2106, loss: 1.2106, grad_norm: 7.0269 2021-07-18 09:44:56,928 - mmaction - INFO - Epoch [247][580/1879] lr: 3.760e-04, eta: 4:19:23, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8664, loss_cls: 1.2198, loss: 1.2198, grad_norm: 7.0403 2021-07-18 09:45:13,574 - mmaction - INFO - Epoch [247][600/1879] lr: 3.760e-04, eta: 4:19:06, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8723, loss_cls: 1.2177, loss: 1.2177, grad_norm: 7.0760 2021-07-18 09:45:30,373 - mmaction - INFO - Epoch [247][620/1879] lr: 3.760e-04, eta: 4:18:49, time: 0.844, data_time: 0.007, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8723, loss_cls: 1.2297, loss: 1.2297, grad_norm: 7.0637 2021-07-18 09:45:46,978 - mmaction - INFO - Epoch [247][640/1879] lr: 3.760e-04, eta: 4:18:32, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8664, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.0334 2021-07-18 09:46:03,477 - mmaction - INFO - Epoch [247][660/1879] lr: 3.760e-04, eta: 4:18:15, time: 0.822, data_time: 0.006, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8691, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.9083 2021-07-18 09:46:20,097 - mmaction - INFO - Epoch [247][680/1879] lr: 3.760e-04, eta: 4:17:57, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7285, top5_acc: 0.8836, loss_cls: 1.1197, loss: 1.1197, grad_norm: 6.8314 2021-07-18 09:46:36,650 - mmaction - INFO - Epoch [247][700/1879] lr: 3.760e-04, eta: 4:17:40, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1916, loss: 1.1916, grad_norm: 7.1289 2021-07-18 09:46:53,179 - mmaction - INFO - Epoch [247][720/1879] lr: 3.760e-04, eta: 4:17:23, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8672, loss_cls: 1.2342, loss: 1.2342, grad_norm: 6.9951 2021-07-18 09:47:09,823 - mmaction - INFO - Epoch [247][740/1879] lr: 3.760e-04, eta: 4:17:06, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8730, loss_cls: 1.2433, loss: 1.2433, grad_norm: 7.0150 2021-07-18 09:47:26,540 - mmaction - INFO - Epoch [247][760/1879] lr: 3.760e-04, eta: 4:16:49, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7289, top5_acc: 0.8824, loss_cls: 1.1464, loss: 1.1464, grad_norm: 6.9712 2021-07-18 09:47:43,228 - mmaction - INFO - Epoch [247][780/1879] lr: 3.760e-04, eta: 4:16:32, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8770, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.9358 2021-07-18 09:47:59,825 - mmaction - INFO - Epoch [247][800/1879] lr: 3.760e-04, eta: 4:16:14, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8707, loss_cls: 1.1960, loss: 1.1960, grad_norm: 7.0077 2021-07-18 09:48:16,535 - mmaction - INFO - Epoch [247][820/1879] lr: 3.760e-04, eta: 4:15:57, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8680, loss_cls: 1.2178, loss: 1.2178, grad_norm: 7.0927 2021-07-18 09:48:33,348 - mmaction - INFO - Epoch [247][840/1879] lr: 3.760e-04, eta: 4:15:40, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1773, loss: 1.1773, grad_norm: 7.0122 2021-07-18 09:48:50,018 - mmaction - INFO - Epoch [247][860/1879] lr: 3.760e-04, eta: 4:15:23, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2115, loss: 1.2115, grad_norm: 7.1139 2021-07-18 09:49:06,790 - mmaction - INFO - Epoch [247][880/1879] lr: 3.760e-04, eta: 4:15:06, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7355, top5_acc: 0.8816, loss_cls: 1.1238, loss: 1.1238, grad_norm: 6.7976 2021-07-18 09:49:23,435 - mmaction - INFO - Epoch [247][900/1879] lr: 3.760e-04, eta: 4:14:49, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8773, loss_cls: 1.2438, loss: 1.2438, grad_norm: 7.2238 2021-07-18 09:49:39,983 - mmaction - INFO - Epoch [247][920/1879] lr: 3.760e-04, eta: 4:14:32, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8680, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.9758 2021-07-18 09:49:56,582 - mmaction - INFO - Epoch [247][940/1879] lr: 3.760e-04, eta: 4:14:14, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8629, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.1911 2021-07-18 09:50:13,302 - mmaction - INFO - Epoch [247][960/1879] lr: 3.760e-04, eta: 4:13:57, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8660, loss_cls: 1.2531, loss: 1.2531, grad_norm: 7.0869 2021-07-18 09:50:29,968 - mmaction - INFO - Epoch [247][980/1879] lr: 3.760e-04, eta: 4:13:40, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8828, loss_cls: 1.1510, loss: 1.1510, grad_norm: 7.0454 2021-07-18 09:50:46,647 - mmaction - INFO - Epoch [247][1000/1879] lr: 3.760e-04, eta: 4:13:23, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8766, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.7677 2021-07-18 09:51:03,341 - mmaction - INFO - Epoch [247][1020/1879] lr: 3.760e-04, eta: 4:13:06, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8637, loss_cls: 1.2472, loss: 1.2472, grad_norm: 7.1912 2021-07-18 09:51:19,894 - mmaction - INFO - Epoch [247][1040/1879] lr: 3.760e-04, eta: 4:12:49, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8738, loss_cls: 1.2320, loss: 1.2320, grad_norm: 7.1335 2021-07-18 09:51:36,486 - mmaction - INFO - Epoch [247][1060/1879] lr: 3.760e-04, eta: 4:12:32, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2226, loss: 1.2226, grad_norm: 7.0287 2021-07-18 09:51:53,112 - mmaction - INFO - Epoch [247][1080/1879] lr: 3.760e-04, eta: 4:12:14, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8789, loss_cls: 1.1693, loss: 1.1693, grad_norm: 6.9213 2021-07-18 09:52:09,919 - mmaction - INFO - Epoch [247][1100/1879] lr: 3.760e-04, eta: 4:11:57, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8699, loss_cls: 1.2241, loss: 1.2241, grad_norm: 7.0092 2021-07-18 09:52:26,604 - mmaction - INFO - Epoch [247][1120/1879] lr: 3.760e-04, eta: 4:11:40, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.2780, loss: 1.2780, grad_norm: 7.2016 2021-07-18 09:52:43,285 - mmaction - INFO - Epoch [247][1140/1879] lr: 3.760e-04, eta: 4:11:23, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8746, loss_cls: 1.2137, loss: 1.2137, grad_norm: 7.1232 2021-07-18 09:52:59,832 - mmaction - INFO - Epoch [247][1160/1879] lr: 3.760e-04, eta: 4:11:06, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8684, loss_cls: 1.2254, loss: 1.2254, grad_norm: 7.1542 2021-07-18 09:53:16,615 - mmaction - INFO - Epoch [247][1180/1879] lr: 3.760e-04, eta: 4:10:49, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8719, loss_cls: 1.1822, loss: 1.1822, grad_norm: 6.8870 2021-07-18 09:53:33,206 - mmaction - INFO - Epoch [247][1200/1879] lr: 3.760e-04, eta: 4:10:31, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2154, loss: 1.2154, grad_norm: 6.9488 2021-07-18 09:53:49,827 - mmaction - INFO - Epoch [247][1220/1879] lr: 3.760e-04, eta: 4:10:14, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8750, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.9858 2021-07-18 09:54:06,393 - mmaction - INFO - Epoch [247][1240/1879] lr: 3.760e-04, eta: 4:09:57, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2245, loss: 1.2245, grad_norm: 6.9490 2021-07-18 09:54:23,226 - mmaction - INFO - Epoch [247][1260/1879] lr: 3.760e-04, eta: 4:09:40, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2577, loss: 1.2577, grad_norm: 7.0239 2021-07-18 09:54:39,902 - mmaction - INFO - Epoch [247][1280/1879] lr: 3.760e-04, eta: 4:09:23, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7312, top5_acc: 0.8785, loss_cls: 1.1680, loss: 1.1680, grad_norm: 6.9545 2021-07-18 09:54:56,372 - mmaction - INFO - Epoch [247][1300/1879] lr: 3.760e-04, eta: 4:09:06, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8613, loss_cls: 1.2627, loss: 1.2627, grad_norm: 7.0824 2021-07-18 09:55:13,137 - mmaction - INFO - Epoch [247][1320/1879] lr: 3.760e-04, eta: 4:08:49, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8754, loss_cls: 1.2010, loss: 1.2010, grad_norm: 7.0083 2021-07-18 09:55:29,761 - mmaction - INFO - Epoch [247][1340/1879] lr: 3.760e-04, eta: 4:08:31, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8680, loss_cls: 1.2018, loss: 1.2018, grad_norm: 6.8492 2021-07-18 09:55:46,332 - mmaction - INFO - Epoch [247][1360/1879] lr: 3.760e-04, eta: 4:08:14, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2202, loss: 1.2202, grad_norm: 7.0705 2021-07-18 09:56:02,921 - mmaction - INFO - Epoch [247][1380/1879] lr: 3.760e-04, eta: 4:07:57, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8652, loss_cls: 1.2465, loss: 1.2465, grad_norm: 6.9962 2021-07-18 09:56:19,527 - mmaction - INFO - Epoch [247][1400/1879] lr: 3.760e-04, eta: 4:07:40, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8898, loss_cls: 1.1841, loss: 1.1841, grad_norm: 6.9466 2021-07-18 09:56:36,166 - mmaction - INFO - Epoch [247][1420/1879] lr: 3.760e-04, eta: 4:07:23, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8695, loss_cls: 1.2609, loss: 1.2609, grad_norm: 7.2767 2021-07-18 09:56:52,748 - mmaction - INFO - Epoch [247][1440/1879] lr: 3.760e-04, eta: 4:07:06, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8688, loss_cls: 1.2117, loss: 1.2117, grad_norm: 7.0235 2021-07-18 09:57:09,559 - mmaction - INFO - Epoch [247][1460/1879] lr: 3.760e-04, eta: 4:06:49, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.1747, loss: 1.1747, grad_norm: 6.9061 2021-07-18 09:57:26,312 - mmaction - INFO - Epoch [247][1480/1879] lr: 3.760e-04, eta: 4:06:31, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.8637 2021-07-18 09:57:42,853 - mmaction - INFO - Epoch [247][1500/1879] lr: 3.760e-04, eta: 4:06:14, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8828, loss_cls: 1.2011, loss: 1.2011, grad_norm: 7.0924 2021-07-18 09:57:59,538 - mmaction - INFO - Epoch [247][1520/1879] lr: 3.760e-04, eta: 4:05:57, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8809, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.0332 2021-07-18 09:58:16,212 - mmaction - INFO - Epoch [247][1540/1879] lr: 3.760e-04, eta: 4:05:40, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8727, loss_cls: 1.1833, loss: 1.1833, grad_norm: 6.9357 2021-07-18 09:58:32,866 - mmaction - INFO - Epoch [247][1560/1879] lr: 3.760e-04, eta: 4:05:23, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8723, loss_cls: 1.1736, loss: 1.1736, grad_norm: 7.0225 2021-07-18 09:58:49,459 - mmaction - INFO - Epoch [247][1580/1879] lr: 3.760e-04, eta: 4:05:06, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8715, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.0909 2021-07-18 09:59:06,037 - mmaction - INFO - Epoch [247][1600/1879] lr: 3.760e-04, eta: 4:04:48, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8566, loss_cls: 1.2878, loss: 1.2878, grad_norm: 7.2046 2021-07-18 09:59:22,833 - mmaction - INFO - Epoch [247][1620/1879] lr: 3.760e-04, eta: 4:04:31, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8707, loss_cls: 1.2114, loss: 1.2114, grad_norm: 6.9648 2021-07-18 09:59:39,463 - mmaction - INFO - Epoch [247][1640/1879] lr: 3.760e-04, eta: 4:04:14, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8629, loss_cls: 1.2532, loss: 1.2532, grad_norm: 7.0408 2021-07-18 09:59:56,246 - mmaction - INFO - Epoch [247][1660/1879] lr: 3.760e-04, eta: 4:03:57, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8590, loss_cls: 1.2808, loss: 1.2808, grad_norm: 7.1615 2021-07-18 10:00:13,029 - mmaction - INFO - Epoch [247][1680/1879] lr: 3.760e-04, eta: 4:03:40, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8570, loss_cls: 1.2233, loss: 1.2233, grad_norm: 6.8914 2021-07-18 10:00:29,830 - mmaction - INFO - Epoch [247][1700/1879] lr: 3.760e-04, eta: 4:03:23, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2557, loss: 1.2557, grad_norm: 7.0555 2021-07-18 10:00:46,408 - mmaction - INFO - Epoch [247][1720/1879] lr: 3.760e-04, eta: 4:03:06, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8750, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.9032 2021-07-18 10:01:03,169 - mmaction - INFO - Epoch [247][1740/1879] lr: 3.760e-04, eta: 4:02:49, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8754, loss_cls: 1.1913, loss: 1.1913, grad_norm: 7.0751 2021-07-18 10:01:19,835 - mmaction - INFO - Epoch [247][1760/1879] lr: 3.760e-04, eta: 4:02:31, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8820, loss_cls: 1.1756, loss: 1.1756, grad_norm: 7.1086 2021-07-18 10:01:36,511 - mmaction - INFO - Epoch [247][1780/1879] lr: 3.760e-04, eta: 4:02:14, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8652, loss_cls: 1.2346, loss: 1.2346, grad_norm: 7.0441 2021-07-18 10:01:53,273 - mmaction - INFO - Epoch [247][1800/1879] lr: 3.760e-04, eta: 4:01:57, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8574, loss_cls: 1.3101, loss: 1.3101, grad_norm: 7.0626 2021-07-18 10:02:09,740 - mmaction - INFO - Epoch [247][1820/1879] lr: 3.760e-04, eta: 4:01:40, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8695, loss_cls: 1.2475, loss: 1.2475, grad_norm: 7.1719 2021-07-18 10:02:26,376 - mmaction - INFO - Epoch [247][1840/1879] lr: 3.760e-04, eta: 4:01:23, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8750, loss_cls: 1.1805, loss: 1.1805, grad_norm: 7.0688 2021-07-18 10:02:43,171 - mmaction - INFO - Epoch [247][1860/1879] lr: 3.760e-04, eta: 4:01:06, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.9407 2021-07-18 10:03:01,413 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 10:03:01,417 - mmaction - INFO - 106 BN found 2021-07-18 10:07:49,538 - mmaction - INFO - BN stats updated 2021-07-18 10:08:43,271 - mmaction - INFO - Epoch [248][20/1879] lr: 3.047e-04, eta: 4:00:35, time: 2.584, data_time: 1.605, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8699, loss_cls: 1.2507, loss: 1.2507, grad_norm: 6.9902 2021-07-18 10:08:59,304 - mmaction - INFO - Epoch [248][40/1879] lr: 3.047e-04, eta: 4:00:17, time: 0.802, data_time: 0.006, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8621, loss_cls: 1.2388, loss: 1.2388, grad_norm: 7.0404 2021-07-18 10:09:15,769 - mmaction - INFO - Epoch [248][60/1879] lr: 3.047e-04, eta: 4:00:00, time: 0.823, data_time: 0.006, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8668, loss_cls: 1.2702, loss: 1.2702, grad_norm: 7.2863 2021-07-18 10:09:32,262 - mmaction - INFO - Epoch [248][80/1879] lr: 3.047e-04, eta: 3:59:43, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8703, loss_cls: 1.2116, loss: 1.2116, grad_norm: 7.0326 2021-07-18 10:09:48,761 - mmaction - INFO - Epoch [248][100/1879] lr: 3.047e-04, eta: 3:59:26, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8730, loss_cls: 1.2128, loss: 1.2128, grad_norm: 7.1112 2021-07-18 10:10:05,277 - mmaction - INFO - Epoch [248][120/1879] lr: 3.047e-04, eta: 3:59:09, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.2835, loss: 1.2835, grad_norm: 7.2270 2021-07-18 10:10:22,062 - mmaction - INFO - Epoch [248][140/1879] lr: 3.047e-04, eta: 3:58:52, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8809, loss_cls: 1.1592, loss: 1.1592, grad_norm: 6.8623 2021-07-18 10:10:38,737 - mmaction - INFO - Epoch [248][160/1879] lr: 3.047e-04, eta: 3:58:35, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8664, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.9825 2021-07-18 10:10:55,275 - mmaction - INFO - Epoch [248][180/1879] lr: 3.047e-04, eta: 3:58:17, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8770, loss_cls: 1.1672, loss: 1.1672, grad_norm: 7.0290 2021-07-18 10:11:12,031 - mmaction - INFO - Epoch [248][200/1879] lr: 3.047e-04, eta: 3:58:00, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8742, loss_cls: 1.1714, loss: 1.1714, grad_norm: 6.8312 2021-07-18 10:11:28,601 - mmaction - INFO - Epoch [248][220/1879] lr: 3.047e-04, eta: 3:57:43, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8750, loss_cls: 1.1629, loss: 1.1629, grad_norm: 7.0094 2021-07-18 10:11:45,186 - mmaction - INFO - Epoch [248][240/1879] lr: 3.047e-04, eta: 3:57:26, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8691, loss_cls: 1.2142, loss: 1.2142, grad_norm: 6.9370 2021-07-18 10:12:01,792 - mmaction - INFO - Epoch [248][260/1879] lr: 3.047e-04, eta: 3:57:09, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8570, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.9903 2021-07-18 10:12:18,511 - mmaction - INFO - Epoch [248][280/1879] lr: 3.047e-04, eta: 3:56:52, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8746, loss_cls: 1.1996, loss: 1.1996, grad_norm: 7.0291 2021-07-18 10:12:35,185 - mmaction - INFO - Epoch [248][300/1879] lr: 3.047e-04, eta: 3:56:34, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8781, loss_cls: 1.1339, loss: 1.1339, grad_norm: 6.8209 2021-07-18 10:12:51,823 - mmaction - INFO - Epoch [248][320/1879] lr: 3.047e-04, eta: 3:56:17, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8699, loss_cls: 1.1817, loss: 1.1817, grad_norm: 7.0027 2021-07-18 10:13:08,586 - mmaction - INFO - Epoch [248][340/1879] lr: 3.047e-04, eta: 3:56:00, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2248, loss: 1.2248, grad_norm: 7.2520 2021-07-18 10:13:25,325 - mmaction - INFO - Epoch [248][360/1879] lr: 3.047e-04, eta: 3:55:43, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8777, loss_cls: 1.1731, loss: 1.1731, grad_norm: 7.1566 2021-07-18 10:13:41,869 - mmaction - INFO - Epoch [248][380/1879] lr: 3.047e-04, eta: 3:55:26, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8863, loss_cls: 1.1417, loss: 1.1417, grad_norm: 6.8610 2021-07-18 10:13:58,507 - mmaction - INFO - Epoch [248][400/1879] lr: 3.047e-04, eta: 3:55:09, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8660, loss_cls: 1.2261, loss: 1.2261, grad_norm: 7.1059 2021-07-18 10:14:15,127 - mmaction - INFO - Epoch [248][420/1879] lr: 3.047e-04, eta: 3:54:52, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8738, loss_cls: 1.2118, loss: 1.2118, grad_norm: 7.0815 2021-07-18 10:14:31,860 - mmaction - INFO - Epoch [248][440/1879] lr: 3.047e-04, eta: 3:54:34, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8672, loss_cls: 1.2117, loss: 1.2117, grad_norm: 7.0758 2021-07-18 10:14:48,538 - mmaction - INFO - Epoch [248][460/1879] lr: 3.047e-04, eta: 3:54:17, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8691, loss_cls: 1.2265, loss: 1.2265, grad_norm: 7.1258 2021-07-18 10:15:05,242 - mmaction - INFO - Epoch [248][480/1879] lr: 3.047e-04, eta: 3:54:00, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8730, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.8353 2021-07-18 10:15:21,836 - mmaction - INFO - Epoch [248][500/1879] lr: 3.047e-04, eta: 3:53:43, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8727, loss_cls: 1.1655, loss: 1.1655, grad_norm: 6.9312 2021-07-18 10:15:38,429 - mmaction - INFO - Epoch [248][520/1879] lr: 3.047e-04, eta: 3:53:26, time: 0.831, data_time: 0.002, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1745, loss: 1.1745, grad_norm: 6.9929 2021-07-18 10:15:55,090 - mmaction - INFO - Epoch [248][540/1879] lr: 3.047e-04, eta: 3:53:09, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8695, loss_cls: 1.1803, loss: 1.1803, grad_norm: 6.9695 2021-07-18 10:16:11,929 - mmaction - INFO - Epoch [248][560/1879] lr: 3.047e-04, eta: 3:52:52, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8598, loss_cls: 1.2678, loss: 1.2678, grad_norm: 7.1456 2021-07-18 10:16:28,673 - mmaction - INFO - Epoch [248][580/1879] lr: 3.047e-04, eta: 3:52:34, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8676, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.2242 2021-07-18 10:16:45,413 - mmaction - INFO - Epoch [248][600/1879] lr: 3.047e-04, eta: 3:52:17, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8648, loss_cls: 1.2939, loss: 1.2939, grad_norm: 7.3149 2021-07-18 10:17:02,259 - mmaction - INFO - Epoch [248][620/1879] lr: 3.047e-04, eta: 3:52:00, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7363, top5_acc: 0.8793, loss_cls: 1.1146, loss: 1.1146, grad_norm: 6.8073 2021-07-18 10:17:18,855 - mmaction - INFO - Epoch [248][640/1879] lr: 3.047e-04, eta: 3:51:43, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8691, loss_cls: 1.2391, loss: 1.2391, grad_norm: 7.1725 2021-07-18 10:17:35,798 - mmaction - INFO - Epoch [248][660/1879] lr: 3.047e-04, eta: 3:51:26, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8688, loss_cls: 1.2085, loss: 1.2085, grad_norm: 6.8757 2021-07-18 10:17:52,430 - mmaction - INFO - Epoch [248][680/1879] lr: 3.047e-04, eta: 3:51:09, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8648, loss_cls: 1.2352, loss: 1.2352, grad_norm: 7.1036 2021-07-18 10:18:09,046 - mmaction - INFO - Epoch [248][700/1879] lr: 3.047e-04, eta: 3:50:52, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8645, loss_cls: 1.2584, loss: 1.2584, grad_norm: 7.2995 2021-07-18 10:18:25,736 - mmaction - INFO - Epoch [248][720/1879] lr: 3.047e-04, eta: 3:50:35, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8777, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.0238 2021-07-18 10:18:42,266 - mmaction - INFO - Epoch [248][740/1879] lr: 3.047e-04, eta: 3:50:17, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8781, loss_cls: 1.1679, loss: 1.1679, grad_norm: 6.9668 2021-07-18 10:18:59,171 - mmaction - INFO - Epoch [248][760/1879] lr: 3.047e-04, eta: 3:50:00, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8711, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.8528 2021-07-18 10:19:15,855 - mmaction - INFO - Epoch [248][780/1879] lr: 3.047e-04, eta: 3:49:43, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8754, loss_cls: 1.1582, loss: 1.1582, grad_norm: 6.9468 2021-07-18 10:19:32,371 - mmaction - INFO - Epoch [248][800/1879] lr: 3.047e-04, eta: 3:49:26, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8762, loss_cls: 1.1841, loss: 1.1841, grad_norm: 7.0517 2021-07-18 10:19:48,918 - mmaction - INFO - Epoch [248][820/1879] lr: 3.047e-04, eta: 3:49:09, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8695, loss_cls: 1.2187, loss: 1.2187, grad_norm: 7.1174 2021-07-18 10:20:05,534 - mmaction - INFO - Epoch [248][840/1879] lr: 3.047e-04, eta: 3:48:52, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8715, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.8535 2021-07-18 10:20:22,081 - mmaction - INFO - Epoch [248][860/1879] lr: 3.047e-04, eta: 3:48:35, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8691, loss_cls: 1.1981, loss: 1.1981, grad_norm: 6.9775 2021-07-18 10:20:38,520 - mmaction - INFO - Epoch [248][880/1879] lr: 3.047e-04, eta: 3:48:17, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8676, loss_cls: 1.2301, loss: 1.2301, grad_norm: 7.0594 2021-07-18 10:20:55,266 - mmaction - INFO - Epoch [248][900/1879] lr: 3.047e-04, eta: 3:48:00, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8766, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.9284 2021-07-18 10:21:11,939 - mmaction - INFO - Epoch [248][920/1879] lr: 3.047e-04, eta: 3:47:43, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6910, top5_acc: 0.8625, loss_cls: 1.2859, loss: 1.2859, grad_norm: 7.1479 2021-07-18 10:21:28,494 - mmaction - INFO - Epoch [248][940/1879] lr: 3.047e-04, eta: 3:47:26, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1784, loss: 1.1784, grad_norm: 7.0700 2021-07-18 10:21:45,172 - mmaction - INFO - Epoch [248][960/1879] lr: 3.047e-04, eta: 3:47:09, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8762, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.9026 2021-07-18 10:22:01,877 - mmaction - INFO - Epoch [248][980/1879] lr: 3.047e-04, eta: 3:46:52, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8789, loss_cls: 1.1535, loss: 1.1535, grad_norm: 6.9205 2021-07-18 10:22:18,458 - mmaction - INFO - Epoch [248][1000/1879] lr: 3.047e-04, eta: 3:46:35, time: 0.830, data_time: 0.002, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8746, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.9316 2021-07-18 10:22:35,234 - mmaction - INFO - Epoch [248][1020/1879] lr: 3.047e-04, eta: 3:46:17, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.9934 2021-07-18 10:22:51,786 - mmaction - INFO - Epoch [248][1040/1879] lr: 3.047e-04, eta: 3:46:00, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8598, loss_cls: 1.2846, loss: 1.2846, grad_norm: 7.0811 2021-07-18 10:23:08,480 - mmaction - INFO - Epoch [248][1060/1879] lr: 3.047e-04, eta: 3:45:43, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8652, loss_cls: 1.2218, loss: 1.2218, grad_norm: 7.0265 2021-07-18 10:23:24,974 - mmaction - INFO - Epoch [248][1080/1879] lr: 3.047e-04, eta: 3:45:26, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8832, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.1484 2021-07-18 10:23:41,770 - mmaction - INFO - Epoch [248][1100/1879] lr: 3.047e-04, eta: 3:45:09, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8699, loss_cls: 1.2259, loss: 1.2259, grad_norm: 7.1961 2021-07-18 10:23:58,382 - mmaction - INFO - Epoch [248][1120/1879] lr: 3.047e-04, eta: 3:44:52, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8617, loss_cls: 1.2584, loss: 1.2584, grad_norm: 7.2024 2021-07-18 10:24:15,003 - mmaction - INFO - Epoch [248][1140/1879] lr: 3.047e-04, eta: 3:44:35, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8703, loss_cls: 1.1763, loss: 1.1763, grad_norm: 6.7109 2021-07-18 10:24:31,572 - mmaction - INFO - Epoch [248][1160/1879] lr: 3.047e-04, eta: 3:44:17, time: 0.829, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8711, loss_cls: 1.2373, loss: 1.2373, grad_norm: 7.1366 2021-07-18 10:24:48,204 - mmaction - INFO - Epoch [248][1180/1879] lr: 3.047e-04, eta: 3:44:00, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8730, loss_cls: 1.2048, loss: 1.2048, grad_norm: 6.9501 2021-07-18 10:25:04,824 - mmaction - INFO - Epoch [248][1200/1879] lr: 3.047e-04, eta: 3:43:43, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8762, loss_cls: 1.2032, loss: 1.2032, grad_norm: 7.0233 2021-07-18 10:25:21,507 - mmaction - INFO - Epoch [248][1220/1879] lr: 3.047e-04, eta: 3:43:26, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8746, loss_cls: 1.2051, loss: 1.2051, grad_norm: 7.0388 2021-07-18 10:25:38,155 - mmaction - INFO - Epoch [248][1240/1879] lr: 3.047e-04, eta: 3:43:09, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8777, loss_cls: 1.2049, loss: 1.2049, grad_norm: 7.0257 2021-07-18 10:25:54,684 - mmaction - INFO - Epoch [248][1260/1879] lr: 3.047e-04, eta: 3:42:52, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8711, loss_cls: 1.1906, loss: 1.1906, grad_norm: 7.1555 2021-07-18 10:26:11,407 - mmaction - INFO - Epoch [248][1280/1879] lr: 3.047e-04, eta: 3:42:35, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8699, loss_cls: 1.1846, loss: 1.1846, grad_norm: 6.8514 2021-07-18 10:26:28,086 - mmaction - INFO - Epoch [248][1300/1879] lr: 3.047e-04, eta: 3:42:17, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8645, loss_cls: 1.2388, loss: 1.2388, grad_norm: 7.1247 2021-07-18 10:26:44,781 - mmaction - INFO - Epoch [248][1320/1879] lr: 3.047e-04, eta: 3:42:00, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8801, loss_cls: 1.1874, loss: 1.1874, grad_norm: 7.0856 2021-07-18 10:27:01,236 - mmaction - INFO - Epoch [248][1340/1879] lr: 3.047e-04, eta: 3:41:43, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8703, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.0422 2021-07-18 10:27:17,815 - mmaction - INFO - Epoch [248][1360/1879] lr: 3.047e-04, eta: 3:41:26, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8770, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.9257 2021-07-18 10:27:34,497 - mmaction - INFO - Epoch [248][1380/1879] lr: 3.047e-04, eta: 3:41:09, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8730, loss_cls: 1.2301, loss: 1.2301, grad_norm: 7.1769 2021-07-18 10:27:51,007 - mmaction - INFO - Epoch [248][1400/1879] lr: 3.047e-04, eta: 3:40:52, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8703, loss_cls: 1.2359, loss: 1.2359, grad_norm: 7.0470 2021-07-18 10:28:07,506 - mmaction - INFO - Epoch [248][1420/1879] lr: 3.047e-04, eta: 3:40:35, time: 0.823, data_time: 0.001, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8703, loss_cls: 1.1917, loss: 1.1917, grad_norm: 7.0376 2021-07-18 10:28:24,159 - mmaction - INFO - Epoch [248][1440/1879] lr: 3.047e-04, eta: 3:40:17, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.6973, top5_acc: 0.8645, loss_cls: 1.2252, loss: 1.2252, grad_norm: 7.0785 2021-07-18 10:28:40,649 - mmaction - INFO - Epoch [248][1460/1879] lr: 3.047e-04, eta: 3:40:00, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8785, loss_cls: 1.1861, loss: 1.1861, grad_norm: 7.0748 2021-07-18 10:28:57,246 - mmaction - INFO - Epoch [248][1480/1879] lr: 3.047e-04, eta: 3:39:43, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8762, loss_cls: 1.1713, loss: 1.1713, grad_norm: 6.8941 2021-07-18 10:29:13,739 - mmaction - INFO - Epoch [248][1500/1879] lr: 3.047e-04, eta: 3:39:26, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8777, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.9308 2021-07-18 10:29:30,397 - mmaction - INFO - Epoch [248][1520/1879] lr: 3.047e-04, eta: 3:39:09, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8719, loss_cls: 1.1710, loss: 1.1710, grad_norm: 6.9953 2021-07-18 10:29:46,925 - mmaction - INFO - Epoch [248][1540/1879] lr: 3.047e-04, eta: 3:38:52, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2287, loss: 1.2287, grad_norm: 7.1649 2021-07-18 10:30:03,778 - mmaction - INFO - Epoch [248][1560/1879] lr: 3.047e-04, eta: 3:38:35, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8738, loss_cls: 1.1842, loss: 1.1842, grad_norm: 7.0293 2021-07-18 10:30:20,363 - mmaction - INFO - Epoch [248][1580/1879] lr: 3.047e-04, eta: 3:38:17, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8719, loss_cls: 1.2118, loss: 1.2118, grad_norm: 7.0389 2021-07-18 10:30:37,103 - mmaction - INFO - Epoch [248][1600/1879] lr: 3.047e-04, eta: 3:38:00, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8844, loss_cls: 1.1407, loss: 1.1407, grad_norm: 6.8290 2021-07-18 10:30:53,809 - mmaction - INFO - Epoch [248][1620/1879] lr: 3.047e-04, eta: 3:37:43, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8816, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.9925 2021-07-18 10:31:10,339 - mmaction - INFO - Epoch [248][1640/1879] lr: 3.047e-04, eta: 3:37:26, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.6953, top5_acc: 0.8691, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.2969 2021-07-18 10:31:27,241 - mmaction - INFO - Epoch [248][1660/1879] lr: 3.047e-04, eta: 3:37:09, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8723, loss_cls: 1.2529, loss: 1.2529, grad_norm: 7.2314 2021-07-18 10:31:43,910 - mmaction - INFO - Epoch [248][1680/1879] lr: 3.047e-04, eta: 3:36:52, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.6941, top5_acc: 0.8680, loss_cls: 1.2476, loss: 1.2476, grad_norm: 7.3932 2021-07-18 10:32:00,658 - mmaction - INFO - Epoch [248][1700/1879] lr: 3.047e-04, eta: 3:36:35, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8797, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.8836 2021-07-18 10:32:17,330 - mmaction - INFO - Epoch [248][1720/1879] lr: 3.047e-04, eta: 3:36:17, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7004, top5_acc: 0.8566, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.1273 2021-07-18 10:32:34,081 - mmaction - INFO - Epoch [248][1740/1879] lr: 3.047e-04, eta: 3:36:00, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8832, loss_cls: 1.1799, loss: 1.1799, grad_norm: 7.2339 2021-07-18 10:32:50,731 - mmaction - INFO - Epoch [248][1760/1879] lr: 3.047e-04, eta: 3:35:43, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1636, loss: 1.1636, grad_norm: 6.9898 2021-07-18 10:33:07,427 - mmaction - INFO - Epoch [248][1780/1879] lr: 3.047e-04, eta: 3:35:26, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8723, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.0526 2021-07-18 10:33:23,825 - mmaction - INFO - Epoch [248][1800/1879] lr: 3.047e-04, eta: 3:35:09, time: 0.819, data_time: 0.001, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1816, loss: 1.1816, grad_norm: 7.1516 2021-07-18 10:33:40,682 - mmaction - INFO - Epoch [248][1820/1879] lr: 3.047e-04, eta: 3:34:52, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8754, loss_cls: 1.2121, loss: 1.2121, grad_norm: 7.1678 2021-07-18 10:33:57,779 - mmaction - INFO - Epoch [248][1840/1879] lr: 3.047e-04, eta: 3:34:35, time: 0.855, data_time: 0.004, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8805, loss_cls: 1.1770, loss: 1.1770, grad_norm: 7.0842 2021-07-18 10:34:14,288 - mmaction - INFO - Epoch [248][1860/1879] lr: 3.047e-04, eta: 3:34:18, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8676, loss_cls: 1.2271, loss: 1.2271, grad_norm: 7.0771 2021-07-18 10:34:32,345 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 10:34:32,349 - mmaction - INFO - 106 BN found 2021-07-18 10:39:20,260 - mmaction - INFO - BN stats updated 2021-07-18 10:39:22,276 - mmaction - INFO - Saving checkpoint at 248 epochs 2021-07-18 10:40:13,211 - mmaction - INFO - Epoch [249][20/1879] lr: 2.408e-04, eta: 3:33:46, time: 2.353, data_time: 1.553, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8707, loss_cls: 1.2354, loss: 1.2354, grad_norm: 7.2122 2021-07-18 10:40:29,259 - mmaction - INFO - Epoch [249][40/1879] lr: 2.408e-04, eta: 3:33:29, time: 0.802, data_time: 0.002, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8664, loss_cls: 1.2043, loss: 1.2043, grad_norm: 6.9604 2021-07-18 10:40:45,656 - mmaction - INFO - Epoch [249][60/1879] lr: 2.408e-04, eta: 3:33:11, time: 0.818, data_time: 0.001, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8691, loss_cls: 1.2125, loss: 1.2125, grad_norm: 7.0268 2021-07-18 10:41:02,197 - mmaction - INFO - Epoch [249][80/1879] lr: 2.408e-04, eta: 3:32:54, time: 0.826, data_time: 0.007, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8828, loss_cls: 1.1709, loss: 1.1709, grad_norm: 7.1179 2021-07-18 10:41:18,784 - mmaction - INFO - Epoch [249][100/1879] lr: 2.408e-04, eta: 3:32:37, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8676, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.1538 2021-07-18 10:41:35,504 - mmaction - INFO - Epoch [249][120/1879] lr: 2.408e-04, eta: 3:32:20, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8762, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.7942 2021-07-18 10:41:52,146 - mmaction - INFO - Epoch [249][140/1879] lr: 2.408e-04, eta: 3:32:03, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8648, loss_cls: 1.1849, loss: 1.1849, grad_norm: 6.8321 2021-07-18 10:42:08,713 - mmaction - INFO - Epoch [249][160/1879] lr: 2.408e-04, eta: 3:31:46, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8746, loss_cls: 1.1881, loss: 1.1881, grad_norm: 6.9772 2021-07-18 10:42:25,549 - mmaction - INFO - Epoch [249][180/1879] lr: 2.408e-04, eta: 3:31:29, time: 0.840, data_time: 0.007, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8777, loss_cls: 1.2021, loss: 1.2021, grad_norm: 7.1364 2021-07-18 10:42:42,387 - mmaction - INFO - Epoch [249][200/1879] lr: 2.408e-04, eta: 3:31:11, time: 0.844, data_time: 0.007, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8777, loss_cls: 1.1575, loss: 1.1575, grad_norm: 7.0987 2021-07-18 10:42:58,969 - mmaction - INFO - Epoch [249][220/1879] lr: 2.408e-04, eta: 3:30:54, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8762, loss_cls: 1.2118, loss: 1.2118, grad_norm: 7.1380 2021-07-18 10:43:15,763 - mmaction - INFO - Epoch [249][240/1879] lr: 2.408e-04, eta: 3:30:37, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8750, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.0150 2021-07-18 10:43:32,484 - mmaction - INFO - Epoch [249][260/1879] lr: 2.408e-04, eta: 3:30:20, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8715, loss_cls: 1.2233, loss: 1.2233, grad_norm: 7.0773 2021-07-18 10:43:49,161 - mmaction - INFO - Epoch [249][280/1879] lr: 2.408e-04, eta: 3:30:03, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8688, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.9959 2021-07-18 10:44:05,844 - mmaction - INFO - Epoch [249][300/1879] lr: 2.408e-04, eta: 3:29:46, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8762, loss_cls: 1.2030, loss: 1.2030, grad_norm: 7.1566 2021-07-18 10:44:22,471 - mmaction - INFO - Epoch [249][320/1879] lr: 2.408e-04, eta: 3:29:29, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8668, loss_cls: 1.2099, loss: 1.2099, grad_norm: 7.0799 2021-07-18 10:44:39,093 - mmaction - INFO - Epoch [249][340/1879] lr: 2.408e-04, eta: 3:29:12, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8703, loss_cls: 1.1889, loss: 1.1889, grad_norm: 6.9772 2021-07-18 10:44:55,782 - mmaction - INFO - Epoch [249][360/1879] lr: 2.408e-04, eta: 3:28:54, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8762, loss_cls: 1.1768, loss: 1.1768, grad_norm: 6.9803 2021-07-18 10:45:12,520 - mmaction - INFO - Epoch [249][380/1879] lr: 2.408e-04, eta: 3:28:37, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8648, loss_cls: 1.2376, loss: 1.2376, grad_norm: 7.0264 2021-07-18 10:45:29,295 - mmaction - INFO - Epoch [249][400/1879] lr: 2.408e-04, eta: 3:28:20, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7363, top5_acc: 0.8848, loss_cls: 1.1121, loss: 1.1121, grad_norm: 6.9849 2021-07-18 10:45:46,251 - mmaction - INFO - Epoch [249][420/1879] lr: 2.408e-04, eta: 3:28:03, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8633, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.1899 2021-07-18 10:46:03,048 - mmaction - INFO - Epoch [249][440/1879] lr: 2.408e-04, eta: 3:27:46, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8730, loss_cls: 1.1679, loss: 1.1679, grad_norm: 6.9579 2021-07-18 10:46:19,843 - mmaction - INFO - Epoch [249][460/1879] lr: 2.408e-04, eta: 3:27:29, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8738, loss_cls: 1.1479, loss: 1.1479, grad_norm: 6.8878 2021-07-18 10:46:36,594 - mmaction - INFO - Epoch [249][480/1879] lr: 2.408e-04, eta: 3:27:12, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8723, loss_cls: 1.2047, loss: 1.2047, grad_norm: 6.9630 2021-07-18 10:46:53,406 - mmaction - INFO - Epoch [249][500/1879] lr: 2.408e-04, eta: 3:26:55, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8672, loss_cls: 1.2267, loss: 1.2267, grad_norm: 7.2914 2021-07-18 10:47:10,368 - mmaction - INFO - Epoch [249][520/1879] lr: 2.408e-04, eta: 3:26:38, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8730, loss_cls: 1.2181, loss: 1.2181, grad_norm: 7.0654 2021-07-18 10:47:27,014 - mmaction - INFO - Epoch [249][540/1879] lr: 2.408e-04, eta: 3:26:20, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8703, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.1324 2021-07-18 10:47:43,714 - mmaction - INFO - Epoch [249][560/1879] lr: 2.408e-04, eta: 3:26:03, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8730, loss_cls: 1.1748, loss: 1.1748, grad_norm: 6.9912 2021-07-18 10:48:00,327 - mmaction - INFO - Epoch [249][580/1879] lr: 2.408e-04, eta: 3:25:46, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8797, loss_cls: 1.1342, loss: 1.1342, grad_norm: 6.9266 2021-07-18 10:48:17,127 - mmaction - INFO - Epoch [249][600/1879] lr: 2.408e-04, eta: 3:25:29, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1736, loss: 1.1736, grad_norm: 7.0812 2021-07-18 10:48:33,862 - mmaction - INFO - Epoch [249][620/1879] lr: 2.408e-04, eta: 3:25:12, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8699, loss_cls: 1.1981, loss: 1.1981, grad_norm: 7.0268 2021-07-18 10:48:50,579 - mmaction - INFO - Epoch [249][640/1879] lr: 2.408e-04, eta: 3:24:55, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.2144, loss: 1.2144, grad_norm: 7.1428 2021-07-18 10:49:07,207 - mmaction - INFO - Epoch [249][660/1879] lr: 2.408e-04, eta: 3:24:38, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8758, loss_cls: 1.1756, loss: 1.1756, grad_norm: 6.9340 2021-07-18 10:49:23,745 - mmaction - INFO - Epoch [249][680/1879] lr: 2.408e-04, eta: 3:24:20, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2155, loss: 1.2155, grad_norm: 7.0291 2021-07-18 10:49:40,508 - mmaction - INFO - Epoch [249][700/1879] lr: 2.408e-04, eta: 3:24:03, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8668, loss_cls: 1.1856, loss: 1.1856, grad_norm: 7.1766 2021-07-18 10:49:57,106 - mmaction - INFO - Epoch [249][720/1879] lr: 2.408e-04, eta: 3:23:46, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8660, loss_cls: 1.2219, loss: 1.2219, grad_norm: 7.1939 2021-07-18 10:50:13,835 - mmaction - INFO - Epoch [249][740/1879] lr: 2.408e-04, eta: 3:23:29, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8770, loss_cls: 1.1880, loss: 1.1880, grad_norm: 7.1172 2021-07-18 10:50:30,527 - mmaction - INFO - Epoch [249][760/1879] lr: 2.408e-04, eta: 3:23:12, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8730, loss_cls: 1.1869, loss: 1.1869, grad_norm: 7.2155 2021-07-18 10:50:47,188 - mmaction - INFO - Epoch [249][780/1879] lr: 2.408e-04, eta: 3:22:55, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8711, loss_cls: 1.1759, loss: 1.1759, grad_norm: 6.9763 2021-07-18 10:51:04,074 - mmaction - INFO - Epoch [249][800/1879] lr: 2.408e-04, eta: 3:22:38, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8691, loss_cls: 1.2322, loss: 1.2322, grad_norm: 7.2645 2021-07-18 10:51:20,833 - mmaction - INFO - Epoch [249][820/1879] lr: 2.408e-04, eta: 3:22:21, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8648, loss_cls: 1.1954, loss: 1.1954, grad_norm: 6.8142 2021-07-18 10:51:37,503 - mmaction - INFO - Epoch [249][840/1879] lr: 2.408e-04, eta: 3:22:03, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8809, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.9470 2021-07-18 10:51:54,328 - mmaction - INFO - Epoch [249][860/1879] lr: 2.408e-04, eta: 3:21:46, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7309, top5_acc: 0.8809, loss_cls: 1.1379, loss: 1.1379, grad_norm: 6.8909 2021-07-18 10:52:11,106 - mmaction - INFO - Epoch [249][880/1879] lr: 2.408e-04, eta: 3:21:29, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1536, loss: 1.1536, grad_norm: 7.0273 2021-07-18 10:52:27,904 - mmaction - INFO - Epoch [249][900/1879] lr: 2.408e-04, eta: 3:21:12, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7312, top5_acc: 0.8820, loss_cls: 1.1471, loss: 1.1471, grad_norm: 6.9183 2021-07-18 10:52:44,865 - mmaction - INFO - Epoch [249][920/1879] lr: 2.408e-04, eta: 3:20:55, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8832, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.9715 2021-07-18 10:53:01,702 - mmaction - INFO - Epoch [249][940/1879] lr: 2.408e-04, eta: 3:20:38, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8680, loss_cls: 1.2322, loss: 1.2322, grad_norm: 7.2837 2021-07-18 10:53:18,426 - mmaction - INFO - Epoch [249][960/1879] lr: 2.408e-04, eta: 3:20:21, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1783, loss: 1.1783, grad_norm: 6.9955 2021-07-18 10:53:35,098 - mmaction - INFO - Epoch [249][980/1879] lr: 2.408e-04, eta: 3:20:04, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8680, loss_cls: 1.2067, loss: 1.2067, grad_norm: 7.2193 2021-07-18 10:53:51,682 - mmaction - INFO - Epoch [249][1000/1879] lr: 2.408e-04, eta: 3:19:47, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8629, loss_cls: 1.2266, loss: 1.2266, grad_norm: 7.0110 2021-07-18 10:54:08,432 - mmaction - INFO - Epoch [249][1020/1879] lr: 2.408e-04, eta: 3:19:29, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8711, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.1076 2021-07-18 10:54:24,930 - mmaction - INFO - Epoch [249][1040/1879] lr: 2.408e-04, eta: 3:19:12, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2622, loss: 1.2622, grad_norm: 7.2551 2021-07-18 10:54:41,603 - mmaction - INFO - Epoch [249][1060/1879] lr: 2.408e-04, eta: 3:18:55, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2440, loss: 1.2440, grad_norm: 7.2616 2021-07-18 10:54:58,353 - mmaction - INFO - Epoch [249][1080/1879] lr: 2.408e-04, eta: 3:18:38, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8621, loss_cls: 1.2368, loss: 1.2368, grad_norm: 7.1621 2021-07-18 10:55:15,205 - mmaction - INFO - Epoch [249][1100/1879] lr: 2.408e-04, eta: 3:18:21, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8734, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.0986 2021-07-18 10:55:31,950 - mmaction - INFO - Epoch [249][1120/1879] lr: 2.408e-04, eta: 3:18:04, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8719, loss_cls: 1.1905, loss: 1.1905, grad_norm: 7.1402 2021-07-18 10:55:48,525 - mmaction - INFO - Epoch [249][1140/1879] lr: 2.408e-04, eta: 3:17:47, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2216, loss: 1.2216, grad_norm: 7.1880 2021-07-18 10:56:05,146 - mmaction - INFO - Epoch [249][1160/1879] lr: 2.408e-04, eta: 3:17:30, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8746, loss_cls: 1.2087, loss: 1.2087, grad_norm: 7.1481 2021-07-18 10:56:21,903 - mmaction - INFO - Epoch [249][1180/1879] lr: 2.408e-04, eta: 3:17:12, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8691, loss_cls: 1.2363, loss: 1.2363, grad_norm: 7.1850 2021-07-18 10:56:38,486 - mmaction - INFO - Epoch [249][1200/1879] lr: 2.408e-04, eta: 3:16:55, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8727, loss_cls: 1.2093, loss: 1.2093, grad_norm: 7.0719 2021-07-18 10:56:55,176 - mmaction - INFO - Epoch [249][1220/1879] lr: 2.408e-04, eta: 3:16:38, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8770, loss_cls: 1.1976, loss: 1.1976, grad_norm: 7.0654 2021-07-18 10:57:11,952 - mmaction - INFO - Epoch [249][1240/1879] lr: 2.408e-04, eta: 3:16:21, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8781, loss_cls: 1.1970, loss: 1.1970, grad_norm: 6.9315 2021-07-18 10:57:28,875 - mmaction - INFO - Epoch [249][1260/1879] lr: 2.408e-04, eta: 3:16:04, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8762, loss_cls: 1.1918, loss: 1.1918, grad_norm: 7.2344 2021-07-18 10:57:45,494 - mmaction - INFO - Epoch [249][1280/1879] lr: 2.408e-04, eta: 3:15:47, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7320, top5_acc: 0.8816, loss_cls: 1.1367, loss: 1.1367, grad_norm: 6.8747 2021-07-18 10:58:02,289 - mmaction - INFO - Epoch [249][1300/1879] lr: 2.408e-04, eta: 3:15:30, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8656, loss_cls: 1.2119, loss: 1.2119, grad_norm: 7.1236 2021-07-18 10:58:18,997 - mmaction - INFO - Epoch [249][1320/1879] lr: 2.408e-04, eta: 3:15:13, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8691, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.1728 2021-07-18 10:58:35,747 - mmaction - INFO - Epoch [249][1340/1879] lr: 2.408e-04, eta: 3:14:55, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8645, loss_cls: 1.2114, loss: 1.2114, grad_norm: 7.0175 2021-07-18 10:58:52,426 - mmaction - INFO - Epoch [249][1360/1879] lr: 2.408e-04, eta: 3:14:38, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8746, loss_cls: 1.1985, loss: 1.1985, grad_norm: 7.0405 2021-07-18 10:59:09,204 - mmaction - INFO - Epoch [249][1380/1879] lr: 2.408e-04, eta: 3:14:21, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8801, loss_cls: 1.1666, loss: 1.1666, grad_norm: 7.0013 2021-07-18 10:59:25,937 - mmaction - INFO - Epoch [249][1400/1879] lr: 2.408e-04, eta: 3:14:04, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6957, top5_acc: 0.8680, loss_cls: 1.2426, loss: 1.2426, grad_norm: 7.1415 2021-07-18 10:59:42,604 - mmaction - INFO - Epoch [249][1420/1879] lr: 2.408e-04, eta: 3:13:47, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8754, loss_cls: 1.2009, loss: 1.2009, grad_norm: 7.0102 2021-07-18 10:59:59,286 - mmaction - INFO - Epoch [249][1440/1879] lr: 2.408e-04, eta: 3:13:30, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8707, loss_cls: 1.1674, loss: 1.1674, grad_norm: 6.9872 2021-07-18 11:00:16,026 - mmaction - INFO - Epoch [249][1460/1879] lr: 2.408e-04, eta: 3:13:13, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8668, loss_cls: 1.2258, loss: 1.2258, grad_norm: 6.9820 2021-07-18 11:00:32,519 - mmaction - INFO - Epoch [249][1480/1879] lr: 2.408e-04, eta: 3:12:56, time: 0.823, data_time: 0.005, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8676, loss_cls: 1.1909, loss: 1.1909, grad_norm: 6.9545 2021-07-18 11:00:49,479 - mmaction - INFO - Epoch [249][1500/1879] lr: 2.408e-04, eta: 3:12:38, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8617, loss_cls: 1.2343, loss: 1.2343, grad_norm: 7.3057 2021-07-18 11:01:06,187 - mmaction - INFO - Epoch [249][1520/1879] lr: 2.408e-04, eta: 3:12:21, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8785, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.9418 2021-07-18 11:01:22,864 - mmaction - INFO - Epoch [249][1540/1879] lr: 2.408e-04, eta: 3:12:04, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8766, loss_cls: 1.1501, loss: 1.1501, grad_norm: 7.1263 2021-07-18 11:01:39,373 - mmaction - INFO - Epoch [249][1560/1879] lr: 2.408e-04, eta: 3:11:47, time: 0.825, data_time: 0.001, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.1781, loss: 1.1781, grad_norm: 7.1293 2021-07-18 11:01:56,051 - mmaction - INFO - Epoch [249][1580/1879] lr: 2.408e-04, eta: 3:11:30, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.6988, top5_acc: 0.8645, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.1583 2021-07-18 11:02:12,978 - mmaction - INFO - Epoch [249][1600/1879] lr: 2.408e-04, eta: 3:11:13, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8730, loss_cls: 1.2062, loss: 1.2062, grad_norm: 7.1458 2021-07-18 11:02:29,392 - mmaction - INFO - Epoch [249][1620/1879] lr: 2.408e-04, eta: 3:10:56, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.7012, top5_acc: 0.8770, loss_cls: 1.2388, loss: 1.2388, grad_norm: 7.3377 2021-07-18 11:02:46,195 - mmaction - INFO - Epoch [249][1640/1879] lr: 2.408e-04, eta: 3:10:39, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8738, loss_cls: 1.1865, loss: 1.1865, grad_norm: 7.1463 2021-07-18 11:03:02,631 - mmaction - INFO - Epoch [249][1660/1879] lr: 2.408e-04, eta: 3:10:21, time: 0.822, data_time: 0.001, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8824, loss_cls: 1.1739, loss: 1.1739, grad_norm: 7.1354 2021-07-18 11:03:19,534 - mmaction - INFO - Epoch [249][1680/1879] lr: 2.408e-04, eta: 3:10:04, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2313, loss: 1.2313, grad_norm: 7.2028 2021-07-18 11:03:36,180 - mmaction - INFO - Epoch [249][1700/1879] lr: 2.408e-04, eta: 3:09:47, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8801, loss_cls: 1.1585, loss: 1.1585, grad_norm: 7.0382 2021-07-18 11:03:53,054 - mmaction - INFO - Epoch [249][1720/1879] lr: 2.408e-04, eta: 3:09:30, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8738, loss_cls: 1.2111, loss: 1.2111, grad_norm: 7.1733 2021-07-18 11:04:09,517 - mmaction - INFO - Epoch [249][1740/1879] lr: 2.408e-04, eta: 3:09:13, time: 0.824, data_time: 0.003, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.0607 2021-07-18 11:04:26,374 - mmaction - INFO - Epoch [249][1760/1879] lr: 2.408e-04, eta: 3:08:56, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8766, loss_cls: 1.1972, loss: 1.1972, grad_norm: 6.9947 2021-07-18 11:04:43,166 - mmaction - INFO - Epoch [249][1780/1879] lr: 2.408e-04, eta: 3:08:39, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8652, loss_cls: 1.2323, loss: 1.2323, grad_norm: 7.0093 2021-07-18 11:04:59,944 - mmaction - INFO - Epoch [249][1800/1879] lr: 2.408e-04, eta: 3:08:22, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.6949, top5_acc: 0.8652, loss_cls: 1.2525, loss: 1.2525, grad_norm: 7.2550 2021-07-18 11:05:16,828 - mmaction - INFO - Epoch [249][1820/1879] lr: 2.408e-04, eta: 3:08:05, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8742, loss_cls: 1.1757, loss: 1.1757, grad_norm: 6.9719 2021-07-18 11:05:33,744 - mmaction - INFO - Epoch [249][1840/1879] lr: 2.408e-04, eta: 3:07:47, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7438, top5_acc: 0.8922, loss_cls: 1.0689, loss: 1.0689, grad_norm: 6.7359 2021-07-18 11:05:50,319 - mmaction - INFO - Epoch [249][1860/1879] lr: 2.408e-04, eta: 3:07:30, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8840, loss_cls: 1.1725, loss: 1.1725, grad_norm: 7.2289 2021-07-18 11:06:08,415 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 11:06:08,422 - mmaction - INFO - 106 BN found 2021-07-18 11:10:58,215 - mmaction - INFO - BN stats updated 2021-07-18 11:11:49,192 - mmaction - INFO - Epoch [250][20/1879] lr: 1.844e-04, eta: 3:06:59, time: 2.446, data_time: 1.652, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8699, loss_cls: 1.2384, loss: 1.2384, grad_norm: 7.0936 2021-07-18 11:12:05,434 - mmaction - INFO - Epoch [250][40/1879] lr: 1.844e-04, eta: 3:06:41, time: 0.812, data_time: 0.012, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8711, loss_cls: 1.1876, loss: 1.1876, grad_norm: 7.0436 2021-07-18 11:12:21,879 - mmaction - INFO - Epoch [250][60/1879] lr: 1.844e-04, eta: 3:06:24, time: 0.821, data_time: 0.005, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2027, loss: 1.2027, grad_norm: 7.0726 2021-07-18 11:12:38,501 - mmaction - INFO - Epoch [250][80/1879] lr: 1.844e-04, eta: 3:06:07, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8723, loss_cls: 1.1976, loss: 1.1976, grad_norm: 7.0378 2021-07-18 11:12:55,004 - mmaction - INFO - Epoch [250][100/1879] lr: 1.844e-04, eta: 3:05:50, time: 0.828, data_time: 0.008, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8648, loss_cls: 1.2266, loss: 1.2266, grad_norm: 7.0791 2021-07-18 11:13:11,715 - mmaction - INFO - Epoch [250][120/1879] lr: 1.844e-04, eta: 3:05:33, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8750, loss_cls: 1.2054, loss: 1.2054, grad_norm: 7.2509 2021-07-18 11:13:28,410 - mmaction - INFO - Epoch [250][140/1879] lr: 1.844e-04, eta: 3:05:16, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8762, loss_cls: 1.1804, loss: 1.1804, grad_norm: 7.1913 2021-07-18 11:13:44,954 - mmaction - INFO - Epoch [250][160/1879] lr: 1.844e-04, eta: 3:04:59, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8797, loss_cls: 1.1449, loss: 1.1449, grad_norm: 6.9330 2021-07-18 11:14:01,551 - mmaction - INFO - Epoch [250][180/1879] lr: 1.844e-04, eta: 3:04:41, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8785, loss_cls: 1.1575, loss: 1.1575, grad_norm: 6.9098 2021-07-18 11:14:18,318 - mmaction - INFO - Epoch [250][200/1879] lr: 1.844e-04, eta: 3:04:24, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8840, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.9991 2021-07-18 11:14:35,036 - mmaction - INFO - Epoch [250][220/1879] lr: 1.844e-04, eta: 3:04:07, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8668, loss_cls: 1.2371, loss: 1.2371, grad_norm: 7.1652 2021-07-18 11:14:51,820 - mmaction - INFO - Epoch [250][240/1879] lr: 1.844e-04, eta: 3:03:50, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7316, top5_acc: 0.8766, loss_cls: 1.1624, loss: 1.1624, grad_norm: 6.7720 2021-07-18 11:15:08,566 - mmaction - INFO - Epoch [250][260/1879] lr: 1.844e-04, eta: 3:03:33, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7324, top5_acc: 0.8758, loss_cls: 1.1372, loss: 1.1372, grad_norm: 6.9310 2021-07-18 11:15:25,383 - mmaction - INFO - Epoch [250][280/1879] lr: 1.844e-04, eta: 3:03:16, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8801, loss_cls: 1.1357, loss: 1.1357, grad_norm: 7.0420 2021-07-18 11:15:41,744 - mmaction - INFO - Epoch [250][300/1879] lr: 1.844e-04, eta: 3:02:59, time: 0.819, data_time: 0.003, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8730, loss_cls: 1.1834, loss: 1.1834, grad_norm: 7.0316 2021-07-18 11:15:58,562 - mmaction - INFO - Epoch [250][320/1879] lr: 1.844e-04, eta: 3:02:42, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8719, loss_cls: 1.1988, loss: 1.1988, grad_norm: 7.0952 2021-07-18 11:16:15,377 - mmaction - INFO - Epoch [250][340/1879] lr: 1.844e-04, eta: 3:02:24, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8707, loss_cls: 1.2438, loss: 1.2438, grad_norm: 7.1781 2021-07-18 11:16:32,294 - mmaction - INFO - Epoch [250][360/1879] lr: 1.844e-04, eta: 3:02:07, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8664, loss_cls: 1.2364, loss: 1.2364, grad_norm: 7.0183 2021-07-18 11:16:48,979 - mmaction - INFO - Epoch [250][380/1879] lr: 1.844e-04, eta: 3:01:50, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7020, top5_acc: 0.8762, loss_cls: 1.2310, loss: 1.2310, grad_norm: 7.1733 2021-07-18 11:17:05,780 - mmaction - INFO - Epoch [250][400/1879] lr: 1.844e-04, eta: 3:01:33, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8711, loss_cls: 1.1806, loss: 1.1806, grad_norm: 7.0081 2021-07-18 11:17:22,346 - mmaction - INFO - Epoch [250][420/1879] lr: 1.844e-04, eta: 3:01:16, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8672, loss_cls: 1.1979, loss: 1.1979, grad_norm: 6.9328 2021-07-18 11:17:39,297 - mmaction - INFO - Epoch [250][440/1879] lr: 1.844e-04, eta: 3:00:59, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8855, loss_cls: 1.1282, loss: 1.1282, grad_norm: 6.9311 2021-07-18 11:17:55,851 - mmaction - INFO - Epoch [250][460/1879] lr: 1.844e-04, eta: 3:00:42, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8711, loss_cls: 1.2088, loss: 1.2088, grad_norm: 7.1949 2021-07-18 11:18:12,548 - mmaction - INFO - Epoch [250][480/1879] lr: 1.844e-04, eta: 3:00:25, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1852, loss: 1.1852, grad_norm: 7.1183 2021-07-18 11:18:29,398 - mmaction - INFO - Epoch [250][500/1879] lr: 1.844e-04, eta: 3:00:08, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8793, loss_cls: 1.1673, loss: 1.1673, grad_norm: 6.9903 2021-07-18 11:18:45,965 - mmaction - INFO - Epoch [250][520/1879] lr: 1.844e-04, eta: 2:59:50, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8656, loss_cls: 1.2294, loss: 1.2294, grad_norm: 7.1385 2021-07-18 11:19:02,757 - mmaction - INFO - Epoch [250][540/1879] lr: 1.844e-04, eta: 2:59:33, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8723, loss_cls: 1.2027, loss: 1.2027, grad_norm: 7.0937 2021-07-18 11:19:19,302 - mmaction - INFO - Epoch [250][560/1879] lr: 1.844e-04, eta: 2:59:16, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8656, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.8547 2021-07-18 11:19:35,869 - mmaction - INFO - Epoch [250][580/1879] lr: 1.844e-04, eta: 2:58:59, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8703, loss_cls: 1.1635, loss: 1.1635, grad_norm: 7.0224 2021-07-18 11:19:52,465 - mmaction - INFO - Epoch [250][600/1879] lr: 1.844e-04, eta: 2:58:42, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8793, loss_cls: 1.1616, loss: 1.1616, grad_norm: 6.9231 2021-07-18 11:20:09,325 - mmaction - INFO - Epoch [250][620/1879] lr: 1.844e-04, eta: 2:58:25, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8734, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.0552 2021-07-18 11:20:26,117 - mmaction - INFO - Epoch [250][640/1879] lr: 1.844e-04, eta: 2:58:08, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8660, loss_cls: 1.1872, loss: 1.1872, grad_norm: 7.0030 2021-07-18 11:20:42,630 - mmaction - INFO - Epoch [250][660/1879] lr: 1.844e-04, eta: 2:57:51, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8770, loss_cls: 1.1793, loss: 1.1793, grad_norm: 7.0556 2021-07-18 11:20:59,411 - mmaction - INFO - Epoch [250][680/1879] lr: 1.844e-04, eta: 2:57:33, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8641, loss_cls: 1.2040, loss: 1.2040, grad_norm: 6.9311 2021-07-18 11:21:16,122 - mmaction - INFO - Epoch [250][700/1879] lr: 1.844e-04, eta: 2:57:16, time: 0.834, data_time: 0.007, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8770, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.9418 2021-07-18 11:21:32,728 - mmaction - INFO - Epoch [250][720/1879] lr: 1.844e-04, eta: 2:56:59, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8688, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.2010 2021-07-18 11:21:49,421 - mmaction - INFO - Epoch [250][740/1879] lr: 1.844e-04, eta: 2:56:42, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8727, loss_cls: 1.2094, loss: 1.2094, grad_norm: 7.1042 2021-07-18 11:22:06,149 - mmaction - INFO - Epoch [250][760/1879] lr: 1.844e-04, eta: 2:56:25, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8703, loss_cls: 1.2205, loss: 1.2205, grad_norm: 7.1780 2021-07-18 11:22:22,746 - mmaction - INFO - Epoch [250][780/1879] lr: 1.844e-04, eta: 2:56:08, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8715, loss_cls: 1.1660, loss: 1.1660, grad_norm: 6.8797 2021-07-18 11:22:39,347 - mmaction - INFO - Epoch [250][800/1879] lr: 1.844e-04, eta: 2:55:51, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8652, loss_cls: 1.2182, loss: 1.2182, grad_norm: 7.1579 2021-07-18 11:22:55,989 - mmaction - INFO - Epoch [250][820/1879] lr: 1.844e-04, eta: 2:55:34, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8652, loss_cls: 1.2166, loss: 1.2166, grad_norm: 7.1202 2021-07-18 11:23:12,525 - mmaction - INFO - Epoch [250][840/1879] lr: 1.844e-04, eta: 2:55:16, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8746, loss_cls: 1.2240, loss: 1.2240, grad_norm: 7.1489 2021-07-18 11:23:29,211 - mmaction - INFO - Epoch [250][860/1879] lr: 1.844e-04, eta: 2:54:59, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8656, loss_cls: 1.2549, loss: 1.2549, grad_norm: 7.1113 2021-07-18 11:23:45,881 - mmaction - INFO - Epoch [250][880/1879] lr: 1.844e-04, eta: 2:54:42, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8691, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.0856 2021-07-18 11:24:02,502 - mmaction - INFO - Epoch [250][900/1879] lr: 1.844e-04, eta: 2:54:25, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8742, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.9536 2021-07-18 11:24:19,052 - mmaction - INFO - Epoch [250][920/1879] lr: 1.844e-04, eta: 2:54:08, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8711, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.1673 2021-07-18 11:24:35,699 - mmaction - INFO - Epoch [250][940/1879] lr: 1.844e-04, eta: 2:53:51, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8855, loss_cls: 1.1456, loss: 1.1456, grad_norm: 7.0045 2021-07-18 11:24:52,368 - mmaction - INFO - Epoch [250][960/1879] lr: 1.844e-04, eta: 2:53:34, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8773, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.9672 2021-07-18 11:25:09,074 - mmaction - INFO - Epoch [250][980/1879] lr: 1.844e-04, eta: 2:53:17, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8680, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.0165 2021-07-18 11:25:25,666 - mmaction - INFO - Epoch [250][1000/1879] lr: 1.844e-04, eta: 2:53:00, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8742, loss_cls: 1.2092, loss: 1.2092, grad_norm: 7.1559 2021-07-18 11:25:42,486 - mmaction - INFO - Epoch [250][1020/1879] lr: 1.844e-04, eta: 2:52:42, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8762, loss_cls: 1.1697, loss: 1.1697, grad_norm: 6.9154 2021-07-18 11:25:59,243 - mmaction - INFO - Epoch [250][1040/1879] lr: 1.844e-04, eta: 2:52:25, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8848, loss_cls: 1.1534, loss: 1.1534, grad_norm: 6.8582 2021-07-18 11:26:16,056 - mmaction - INFO - Epoch [250][1060/1879] lr: 1.844e-04, eta: 2:52:08, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7367, top5_acc: 0.8855, loss_cls: 1.0974, loss: 1.0974, grad_norm: 6.8382 2021-07-18 11:26:32,801 - mmaction - INFO - Epoch [250][1080/1879] lr: 1.844e-04, eta: 2:51:51, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8668, loss_cls: 1.2170, loss: 1.2170, grad_norm: 7.1025 2021-07-18 11:26:49,491 - mmaction - INFO - Epoch [250][1100/1879] lr: 1.844e-04, eta: 2:51:34, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.7301, top5_acc: 0.8855, loss_cls: 1.1471, loss: 1.1471, grad_norm: 7.0878 2021-07-18 11:27:06,191 - mmaction - INFO - Epoch [250][1120/1879] lr: 1.844e-04, eta: 2:51:17, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8793, loss_cls: 1.1873, loss: 1.1873, grad_norm: 7.1874 2021-07-18 11:27:22,769 - mmaction - INFO - Epoch [250][1140/1879] lr: 1.844e-04, eta: 2:51:00, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8809, loss_cls: 1.1793, loss: 1.1793, grad_norm: 7.1359 2021-07-18 11:27:39,794 - mmaction - INFO - Epoch [250][1160/1879] lr: 1.844e-04, eta: 2:50:43, time: 0.846, data_time: 0.007, memory: 6455, top1_acc: 0.6930, top5_acc: 0.8629, loss_cls: 1.2816, loss: 1.2816, grad_norm: 7.2916 2021-07-18 11:27:56,318 - mmaction - INFO - Epoch [250][1180/1879] lr: 1.844e-04, eta: 2:50:25, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8773, loss_cls: 1.1798, loss: 1.1798, grad_norm: 7.1560 2021-07-18 11:28:12,999 - mmaction - INFO - Epoch [250][1200/1879] lr: 1.844e-04, eta: 2:50:08, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8730, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.0357 2021-07-18 11:28:29,789 - mmaction - INFO - Epoch [250][1220/1879] lr: 1.844e-04, eta: 2:49:51, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8816, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.8630 2021-07-18 11:28:46,512 - mmaction - INFO - Epoch [250][1240/1879] lr: 1.844e-04, eta: 2:49:34, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8770, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.8868 2021-07-18 11:29:03,098 - mmaction - INFO - Epoch [250][1260/1879] lr: 1.844e-04, eta: 2:49:17, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8738, loss_cls: 1.2040, loss: 1.2040, grad_norm: 7.1553 2021-07-18 11:29:19,747 - mmaction - INFO - Epoch [250][1280/1879] lr: 1.844e-04, eta: 2:49:00, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8621, loss_cls: 1.2626, loss: 1.2626, grad_norm: 7.2700 2021-07-18 11:29:36,314 - mmaction - INFO - Epoch [250][1300/1879] lr: 1.844e-04, eta: 2:48:43, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8559, loss_cls: 1.2805, loss: 1.2805, grad_norm: 7.3081 2021-07-18 11:29:52,958 - mmaction - INFO - Epoch [250][1320/1879] lr: 1.844e-04, eta: 2:48:26, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8691, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.0852 2021-07-18 11:30:09,706 - mmaction - INFO - Epoch [250][1340/1879] lr: 1.844e-04, eta: 2:48:09, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8660, loss_cls: 1.2455, loss: 1.2455, grad_norm: 7.4496 2021-07-18 11:30:26,404 - mmaction - INFO - Epoch [250][1360/1879] lr: 1.844e-04, eta: 2:47:51, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.1025 2021-07-18 11:30:43,084 - mmaction - INFO - Epoch [250][1380/1879] lr: 1.844e-04, eta: 2:47:34, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8738, loss_cls: 1.1984, loss: 1.1984, grad_norm: 6.9927 2021-07-18 11:30:59,904 - mmaction - INFO - Epoch [250][1400/1879] lr: 1.844e-04, eta: 2:47:17, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8777, loss_cls: 1.1893, loss: 1.1893, grad_norm: 7.1846 2021-07-18 11:31:16,661 - mmaction - INFO - Epoch [250][1420/1879] lr: 1.844e-04, eta: 2:47:00, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8738, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.9423 2021-07-18 11:31:33,390 - mmaction - INFO - Epoch [250][1440/1879] lr: 1.844e-04, eta: 2:46:43, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8750, loss_cls: 1.1956, loss: 1.1956, grad_norm: 7.1746 2021-07-18 11:31:50,209 - mmaction - INFO - Epoch [250][1460/1879] lr: 1.844e-04, eta: 2:46:26, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8711, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.1024 2021-07-18 11:32:06,912 - mmaction - INFO - Epoch [250][1480/1879] lr: 1.844e-04, eta: 2:46:09, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8762, loss_cls: 1.1674, loss: 1.1674, grad_norm: 7.0924 2021-07-18 11:32:23,819 - mmaction - INFO - Epoch [250][1500/1879] lr: 1.844e-04, eta: 2:45:52, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2368, loss: 1.2368, grad_norm: 7.1269 2021-07-18 11:32:40,349 - mmaction - INFO - Epoch [250][1520/1879] lr: 1.844e-04, eta: 2:45:35, time: 0.826, data_time: 0.002, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8746, loss_cls: 1.2052, loss: 1.2052, grad_norm: 7.1817 2021-07-18 11:32:57,030 - mmaction - INFO - Epoch [250][1540/1879] lr: 1.844e-04, eta: 2:45:17, time: 0.833, data_time: 0.006, memory: 6455, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.9143 2021-07-18 11:33:13,759 - mmaction - INFO - Epoch [250][1560/1879] lr: 1.844e-04, eta: 2:45:00, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8762, loss_cls: 1.1811, loss: 1.1811, grad_norm: 7.2535 2021-07-18 11:33:30,616 - mmaction - INFO - Epoch [250][1580/1879] lr: 1.844e-04, eta: 2:44:43, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8695, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.7933 2021-07-18 11:33:47,244 - mmaction - INFO - Epoch [250][1600/1879] lr: 1.844e-04, eta: 2:44:26, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8766, loss_cls: 1.1986, loss: 1.1986, grad_norm: 7.0393 2021-07-18 11:34:04,020 - mmaction - INFO - Epoch [250][1620/1879] lr: 1.844e-04, eta: 2:44:09, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8703, loss_cls: 1.2196, loss: 1.2196, grad_norm: 7.2780 2021-07-18 11:34:20,757 - mmaction - INFO - Epoch [250][1640/1879] lr: 1.844e-04, eta: 2:43:52, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8770, loss_cls: 1.1635, loss: 1.1635, grad_norm: 6.9519 2021-07-18 11:34:37,514 - mmaction - INFO - Epoch [250][1660/1879] lr: 1.844e-04, eta: 2:43:35, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8777, loss_cls: 1.1844, loss: 1.1844, grad_norm: 7.0560 2021-07-18 11:34:54,129 - mmaction - INFO - Epoch [250][1680/1879] lr: 1.844e-04, eta: 2:43:18, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8691, loss_cls: 1.2069, loss: 1.2069, grad_norm: 7.0339 2021-07-18 11:35:10,768 - mmaction - INFO - Epoch [250][1700/1879] lr: 1.844e-04, eta: 2:43:01, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8746, loss_cls: 1.2014, loss: 1.2014, grad_norm: 7.1608 2021-07-18 11:35:27,386 - mmaction - INFO - Epoch [250][1720/1879] lr: 1.844e-04, eta: 2:42:43, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8797, loss_cls: 1.1774, loss: 1.1774, grad_norm: 7.0014 2021-07-18 11:35:44,039 - mmaction - INFO - Epoch [250][1740/1879] lr: 1.844e-04, eta: 2:42:26, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8668, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.1038 2021-07-18 11:36:00,768 - mmaction - INFO - Epoch [250][1760/1879] lr: 1.844e-04, eta: 2:42:09, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8711, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.2747 2021-07-18 11:36:17,491 - mmaction - INFO - Epoch [250][1780/1879] lr: 1.844e-04, eta: 2:41:52, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8754, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.9233 2021-07-18 11:36:34,299 - mmaction - INFO - Epoch [250][1800/1879] lr: 1.844e-04, eta: 2:41:35, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.6934, top5_acc: 0.8691, loss_cls: 1.2520, loss: 1.2520, grad_norm: 7.3129 2021-07-18 11:36:51,062 - mmaction - INFO - Epoch [250][1820/1879] lr: 1.844e-04, eta: 2:41:18, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8793, loss_cls: 1.1191, loss: 1.1191, grad_norm: 6.8936 2021-07-18 11:37:07,726 - mmaction - INFO - Epoch [250][1840/1879] lr: 1.844e-04, eta: 2:41:01, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8777, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.0725 2021-07-18 11:37:24,407 - mmaction - INFO - Epoch [250][1860/1879] lr: 1.844e-04, eta: 2:40:44, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8785, loss_cls: 1.1818, loss: 1.1818, grad_norm: 7.1124 2021-07-18 11:37:42,462 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 11:37:42,466 - mmaction - INFO - 106 BN found 2021-07-18 11:42:31,133 - mmaction - INFO - BN stats updated 2021-07-18 11:44:43,015 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-18 11:44:43,906 - mmaction - INFO - top1_acc 0.6930 top5_acc 0.8815 2021-07-18 11:44:43,907 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-18 11:44:43,990 - mmaction - INFO - mean_acc 0.6930 2021-07-18 11:44:46,596 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_250.pth. 2021-07-18 11:44:46,597 - mmaction - INFO - Best top1_acc is 0.6930 at 250 epoch. 2021-07-18 11:44:46,610 - mmaction - INFO - Epoch(val) [250][155] top1_acc: 0.6930, top5_acc: 0.8815, mean_class_accuracy: 0.6930 2021-07-18 11:45:48,808 - mmaction - INFO - Epoch [251][20/1879] lr: 1.355e-04, eta: 2:40:13, time: 3.108, data_time: 2.264, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1873, loss: 1.1873, grad_norm: 7.0640 2021-07-18 11:46:05,166 - mmaction - INFO - Epoch [251][40/1879] lr: 1.355e-04, eta: 2:39:56, time: 0.817, data_time: 0.005, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.2140, loss: 1.2140, grad_norm: 6.9803 2021-07-18 11:46:21,406 - mmaction - INFO - Epoch [251][60/1879] lr: 1.355e-04, eta: 2:39:38, time: 0.810, data_time: 0.006, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8754, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.1077 2021-07-18 11:46:37,842 - mmaction - INFO - Epoch [251][80/1879] lr: 1.355e-04, eta: 2:39:21, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8621, loss_cls: 1.2727, loss: 1.2727, grad_norm: 7.3817 2021-07-18 11:46:54,358 - mmaction - INFO - Epoch [251][100/1879] lr: 1.355e-04, eta: 2:39:04, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8688, loss_cls: 1.2088, loss: 1.2088, grad_norm: 7.1802 2021-07-18 11:47:10,944 - mmaction - INFO - Epoch [251][120/1879] lr: 1.355e-04, eta: 2:38:47, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8719, loss_cls: 1.2074, loss: 1.2074, grad_norm: 7.1998 2021-07-18 11:47:27,414 - mmaction - INFO - Epoch [251][140/1879] lr: 1.355e-04, eta: 2:38:30, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.7309, top5_acc: 0.8848, loss_cls: 1.1353, loss: 1.1353, grad_norm: 6.8881 2021-07-18 11:47:44,095 - mmaction - INFO - Epoch [251][160/1879] lr: 1.355e-04, eta: 2:38:13, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8758, loss_cls: 1.1946, loss: 1.1946, grad_norm: 7.0569 2021-07-18 11:48:00,766 - mmaction - INFO - Epoch [251][180/1879] lr: 1.355e-04, eta: 2:37:56, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1939, loss: 1.1939, grad_norm: 7.1447 2021-07-18 11:48:17,232 - mmaction - INFO - Epoch [251][200/1879] lr: 1.355e-04, eta: 2:37:39, time: 0.823, data_time: 0.004, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8691, loss_cls: 1.2029, loss: 1.2029, grad_norm: 7.0363 2021-07-18 11:48:34,052 - mmaction - INFO - Epoch [251][220/1879] lr: 1.355e-04, eta: 2:37:21, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1568, loss: 1.1568, grad_norm: 7.0532 2021-07-18 11:48:50,726 - mmaction - INFO - Epoch [251][240/1879] lr: 1.355e-04, eta: 2:37:04, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8730, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.1235 2021-07-18 11:49:07,330 - mmaction - INFO - Epoch [251][260/1879] lr: 1.355e-04, eta: 2:36:47, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2215, loss: 1.2215, grad_norm: 7.1973 2021-07-18 11:49:24,217 - mmaction - INFO - Epoch [251][280/1879] lr: 1.355e-04, eta: 2:36:30, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8777, loss_cls: 1.1979, loss: 1.1979, grad_norm: 6.9732 2021-07-18 11:49:40,767 - mmaction - INFO - Epoch [251][300/1879] lr: 1.355e-04, eta: 2:36:13, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1330, loss: 1.1330, grad_norm: 7.0257 2021-07-18 11:49:57,534 - mmaction - INFO - Epoch [251][320/1879] lr: 1.355e-04, eta: 2:35:56, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8668, loss_cls: 1.2162, loss: 1.2162, grad_norm: 7.0743 2021-07-18 11:50:14,117 - mmaction - INFO - Epoch [251][340/1879] lr: 1.355e-04, eta: 2:35:39, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2198, loss: 1.2198, grad_norm: 7.2009 2021-07-18 11:50:30,760 - mmaction - INFO - Epoch [251][360/1879] lr: 1.355e-04, eta: 2:35:22, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8770, loss_cls: 1.1968, loss: 1.1968, grad_norm: 7.0767 2021-07-18 11:50:47,534 - mmaction - INFO - Epoch [251][380/1879] lr: 1.355e-04, eta: 2:35:05, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8816, loss_cls: 1.1396, loss: 1.1396, grad_norm: 6.9566 2021-07-18 11:51:04,345 - mmaction - INFO - Epoch [251][400/1879] lr: 1.355e-04, eta: 2:34:47, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8699, loss_cls: 1.2105, loss: 1.2105, grad_norm: 7.1041 2021-07-18 11:51:21,122 - mmaction - INFO - Epoch [251][420/1879] lr: 1.355e-04, eta: 2:34:30, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8723, loss_cls: 1.1610, loss: 1.1610, grad_norm: 6.9499 2021-07-18 11:51:37,894 - mmaction - INFO - Epoch [251][440/1879] lr: 1.355e-04, eta: 2:34:13, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8785, loss_cls: 1.1648, loss: 1.1648, grad_norm: 7.1612 2021-07-18 11:51:54,639 - mmaction - INFO - Epoch [251][460/1879] lr: 1.355e-04, eta: 2:33:56, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1881, loss: 1.1881, grad_norm: 7.0545 2021-07-18 11:52:11,521 - mmaction - INFO - Epoch [251][480/1879] lr: 1.355e-04, eta: 2:33:39, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8738, loss_cls: 1.2248, loss: 1.2248, grad_norm: 7.1770 2021-07-18 11:52:28,089 - mmaction - INFO - Epoch [251][500/1879] lr: 1.355e-04, eta: 2:33:22, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8703, loss_cls: 1.2310, loss: 1.2310, grad_norm: 7.2607 2021-07-18 11:52:45,007 - mmaction - INFO - Epoch [251][520/1879] lr: 1.355e-04, eta: 2:33:05, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8648, loss_cls: 1.2109, loss: 1.2109, grad_norm: 7.1088 2021-07-18 11:53:01,622 - mmaction - INFO - Epoch [251][540/1879] lr: 1.355e-04, eta: 2:32:48, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8781, loss_cls: 1.1833, loss: 1.1833, grad_norm: 7.0886 2021-07-18 11:53:18,304 - mmaction - INFO - Epoch [251][560/1879] lr: 1.355e-04, eta: 2:32:31, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8664, loss_cls: 1.2026, loss: 1.2026, grad_norm: 7.0970 2021-07-18 11:53:35,035 - mmaction - INFO - Epoch [251][580/1879] lr: 1.355e-04, eta: 2:32:13, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8746, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.1665 2021-07-18 11:53:51,725 - mmaction - INFO - Epoch [251][600/1879] lr: 1.355e-04, eta: 2:31:56, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8719, loss_cls: 1.1776, loss: 1.1776, grad_norm: 7.0502 2021-07-18 11:54:08,506 - mmaction - INFO - Epoch [251][620/1879] lr: 1.355e-04, eta: 2:31:39, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8691, loss_cls: 1.2181, loss: 1.2181, grad_norm: 7.1695 2021-07-18 11:54:25,193 - mmaction - INFO - Epoch [251][640/1879] lr: 1.355e-04, eta: 2:31:22, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8750, loss_cls: 1.2208, loss: 1.2208, grad_norm: 7.2050 2021-07-18 11:54:41,778 - mmaction - INFO - Epoch [251][660/1879] lr: 1.355e-04, eta: 2:31:05, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8785, loss_cls: 1.1704, loss: 1.1704, grad_norm: 7.1976 2021-07-18 11:54:58,441 - mmaction - INFO - Epoch [251][680/1879] lr: 1.355e-04, eta: 2:30:48, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8785, loss_cls: 1.1534, loss: 1.1534, grad_norm: 7.0096 2021-07-18 11:55:15,040 - mmaction - INFO - Epoch [251][700/1879] lr: 1.355e-04, eta: 2:30:31, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8738, loss_cls: 1.2232, loss: 1.2232, grad_norm: 7.1639 2021-07-18 11:55:31,580 - mmaction - INFO - Epoch [251][720/1879] lr: 1.355e-04, eta: 2:30:14, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8691, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.2968 2021-07-18 11:55:48,490 - mmaction - INFO - Epoch [251][740/1879] lr: 1.355e-04, eta: 2:29:57, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8715, loss_cls: 1.1983, loss: 1.1983, grad_norm: 7.2197 2021-07-18 11:56:05,265 - mmaction - INFO - Epoch [251][760/1879] lr: 1.355e-04, eta: 2:29:39, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2536, loss: 1.2536, grad_norm: 7.1836 2021-07-18 11:56:21,910 - mmaction - INFO - Epoch [251][780/1879] lr: 1.355e-04, eta: 2:29:22, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8777, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.9802 2021-07-18 11:56:38,714 - mmaction - INFO - Epoch [251][800/1879] lr: 1.355e-04, eta: 2:29:05, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8762, loss_cls: 1.2039, loss: 1.2039, grad_norm: 7.1450 2021-07-18 11:56:55,484 - mmaction - INFO - Epoch [251][820/1879] lr: 1.355e-04, eta: 2:28:48, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8812, loss_cls: 1.1079, loss: 1.1079, grad_norm: 6.9906 2021-07-18 11:57:12,151 - mmaction - INFO - Epoch [251][840/1879] lr: 1.355e-04, eta: 2:28:31, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8730, loss_cls: 1.2015, loss: 1.2015, grad_norm: 7.2761 2021-07-18 11:57:28,882 - mmaction - INFO - Epoch [251][860/1879] lr: 1.355e-04, eta: 2:28:14, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8719, loss_cls: 1.1620, loss: 1.1620, grad_norm: 6.8867 2021-07-18 11:57:45,564 - mmaction - INFO - Epoch [251][880/1879] lr: 1.355e-04, eta: 2:27:57, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8824, loss_cls: 1.1281, loss: 1.1281, grad_norm: 7.0581 2021-07-18 11:58:02,208 - mmaction - INFO - Epoch [251][900/1879] lr: 1.355e-04, eta: 2:27:40, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8855, loss_cls: 1.1105, loss: 1.1105, grad_norm: 6.9881 2021-07-18 11:58:19,115 - mmaction - INFO - Epoch [251][920/1879] lr: 1.355e-04, eta: 2:27:23, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8656, loss_cls: 1.2104, loss: 1.2104, grad_norm: 7.0814 2021-07-18 11:58:35,846 - mmaction - INFO - Epoch [251][940/1879] lr: 1.355e-04, eta: 2:27:05, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8723, loss_cls: 1.2048, loss: 1.2048, grad_norm: 7.1959 2021-07-18 11:58:52,690 - mmaction - INFO - Epoch [251][960/1879] lr: 1.355e-04, eta: 2:26:48, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7324, top5_acc: 0.8863, loss_cls: 1.1032, loss: 1.1032, grad_norm: 6.8320 2021-07-18 11:59:09,601 - mmaction - INFO - Epoch [251][980/1879] lr: 1.355e-04, eta: 2:26:31, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8770, loss_cls: 1.1864, loss: 1.1864, grad_norm: 7.1097 2021-07-18 11:59:26,245 - mmaction - INFO - Epoch [251][1000/1879] lr: 1.355e-04, eta: 2:26:14, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8746, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.3685 2021-07-18 11:59:43,083 - mmaction - INFO - Epoch [251][1020/1879] lr: 1.355e-04, eta: 2:25:57, time: 0.844, data_time: 0.003, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8664, loss_cls: 1.2414, loss: 1.2414, grad_norm: 7.1912 2021-07-18 11:59:59,823 - mmaction - INFO - Epoch [251][1040/1879] lr: 1.355e-04, eta: 2:25:40, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8703, loss_cls: 1.2230, loss: 1.2230, grad_norm: 7.3579 2021-07-18 12:00:18,811 - mmaction - INFO - Epoch [251][1060/1879] lr: 1.355e-04, eta: 2:25:23, time: 0.946, data_time: 0.003, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8785, loss_cls: 1.1995, loss: 1.1995, grad_norm: 7.2934 2021-07-18 12:00:35,415 - mmaction - INFO - Epoch [251][1080/1879] lr: 1.355e-04, eta: 2:25:06, time: 0.835, data_time: 0.009, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8668, loss_cls: 1.1777, loss: 1.1777, grad_norm: 7.0834 2021-07-18 12:00:52,223 - mmaction - INFO - Epoch [251][1100/1879] lr: 1.355e-04, eta: 2:24:49, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.1452 2021-07-18 12:01:08,973 - mmaction - INFO - Epoch [251][1120/1879] lr: 1.355e-04, eta: 2:24:32, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.0882 2021-07-18 12:01:25,657 - mmaction - INFO - Epoch [251][1140/1879] lr: 1.355e-04, eta: 2:24:15, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8707, loss_cls: 1.2148, loss: 1.2148, grad_norm: 7.2455 2021-07-18 12:01:42,363 - mmaction - INFO - Epoch [251][1160/1879] lr: 1.355e-04, eta: 2:23:57, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1635, loss: 1.1635, grad_norm: 7.0060 2021-07-18 12:01:59,220 - mmaction - INFO - Epoch [251][1180/1879] lr: 1.355e-04, eta: 2:23:40, time: 0.845, data_time: 0.007, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8711, loss_cls: 1.2049, loss: 1.2049, grad_norm: 7.0327 2021-07-18 12:02:15,885 - mmaction - INFO - Epoch [251][1200/1879] lr: 1.355e-04, eta: 2:23:23, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1486, loss: 1.1486, grad_norm: 7.0650 2021-07-18 12:02:32,633 - mmaction - INFO - Epoch [251][1220/1879] lr: 1.355e-04, eta: 2:23:06, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8734, loss_cls: 1.1952, loss: 1.1952, grad_norm: 7.1655 2021-07-18 12:02:49,442 - mmaction - INFO - Epoch [251][1240/1879] lr: 1.355e-04, eta: 2:22:49, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1622, loss: 1.1622, grad_norm: 7.0553 2021-07-18 12:03:06,129 - mmaction - INFO - Epoch [251][1260/1879] lr: 1.355e-04, eta: 2:22:32, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8770, loss_cls: 1.1730, loss: 1.1730, grad_norm: 7.0961 2021-07-18 12:03:22,934 - mmaction - INFO - Epoch [251][1280/1879] lr: 1.355e-04, eta: 2:22:15, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8734, loss_cls: 1.1865, loss: 1.1865, grad_norm: 7.2007 2021-07-18 12:03:39,659 - mmaction - INFO - Epoch [251][1300/1879] lr: 1.355e-04, eta: 2:21:58, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8734, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.0015 2021-07-18 12:03:56,506 - mmaction - INFO - Epoch [251][1320/1879] lr: 1.355e-04, eta: 2:21:41, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8668, loss_cls: 1.1700, loss: 1.1700, grad_norm: 7.0478 2021-07-18 12:04:13,183 - mmaction - INFO - Epoch [251][1340/1879] lr: 1.355e-04, eta: 2:21:24, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8809, loss_cls: 1.1656, loss: 1.1656, grad_norm: 6.9701 2021-07-18 12:04:30,012 - mmaction - INFO - Epoch [251][1360/1879] lr: 1.355e-04, eta: 2:21:06, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8750, loss_cls: 1.2074, loss: 1.2074, grad_norm: 7.2200 2021-07-18 12:04:46,822 - mmaction - INFO - Epoch [251][1380/1879] lr: 1.355e-04, eta: 2:20:49, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8824, loss_cls: 1.1603, loss: 1.1603, grad_norm: 7.0976 2021-07-18 12:05:03,402 - mmaction - INFO - Epoch [251][1400/1879] lr: 1.355e-04, eta: 2:20:32, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8746, loss_cls: 1.1427, loss: 1.1427, grad_norm: 7.0661 2021-07-18 12:05:20,074 - mmaction - INFO - Epoch [251][1420/1879] lr: 1.355e-04, eta: 2:20:15, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8664, loss_cls: 1.2353, loss: 1.2353, grad_norm: 7.1065 2021-07-18 12:05:36,773 - mmaction - INFO - Epoch [251][1440/1879] lr: 1.355e-04, eta: 2:19:58, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1172, loss: 1.1172, grad_norm: 7.0115 2021-07-18 12:05:53,483 - mmaction - INFO - Epoch [251][1460/1879] lr: 1.355e-04, eta: 2:19:41, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.1712 2021-07-18 12:06:10,359 - mmaction - INFO - Epoch [251][1480/1879] lr: 1.355e-04, eta: 2:19:24, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.7336, top5_acc: 0.8844, loss_cls: 1.1224, loss: 1.1224, grad_norm: 7.0186 2021-07-18 12:06:27,018 - mmaction - INFO - Epoch [251][1500/1879] lr: 1.355e-04, eta: 2:19:07, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8793, loss_cls: 1.1794, loss: 1.1794, grad_norm: 7.0493 2021-07-18 12:06:43,719 - mmaction - INFO - Epoch [251][1520/1879] lr: 1.355e-04, eta: 2:18:50, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8723, loss_cls: 1.1945, loss: 1.1945, grad_norm: 7.0088 2021-07-18 12:07:00,527 - mmaction - INFO - Epoch [251][1540/1879] lr: 1.355e-04, eta: 2:18:32, time: 0.842, data_time: 0.003, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2222, loss: 1.2222, grad_norm: 7.1628 2021-07-18 12:07:17,303 - mmaction - INFO - Epoch [251][1560/1879] lr: 1.355e-04, eta: 2:18:15, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8734, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.1175 2021-07-18 12:07:34,197 - mmaction - INFO - Epoch [251][1580/1879] lr: 1.355e-04, eta: 2:17:58, time: 0.847, data_time: 0.003, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8750, loss_cls: 1.1749, loss: 1.1749, grad_norm: 7.0683 2021-07-18 12:07:51,054 - mmaction - INFO - Epoch [251][1600/1879] lr: 1.355e-04, eta: 2:17:41, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8848, loss_cls: 1.1518, loss: 1.1518, grad_norm: 7.1966 2021-07-18 12:08:07,780 - mmaction - INFO - Epoch [251][1620/1879] lr: 1.355e-04, eta: 2:17:24, time: 0.836, data_time: 0.001, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8703, loss_cls: 1.2227, loss: 1.2227, grad_norm: 7.2089 2021-07-18 12:08:24,541 - mmaction - INFO - Epoch [251][1640/1879] lr: 1.355e-04, eta: 2:17:07, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8879, loss_cls: 1.0992, loss: 1.0992, grad_norm: 6.8445 2021-07-18 12:08:41,372 - mmaction - INFO - Epoch [251][1660/1879] lr: 1.355e-04, eta: 2:16:50, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8730, loss_cls: 1.2093, loss: 1.2093, grad_norm: 7.0670 2021-07-18 12:08:58,260 - mmaction - INFO - Epoch [251][1680/1879] lr: 1.355e-04, eta: 2:16:33, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8809, loss_cls: 1.1505, loss: 1.1505, grad_norm: 7.0230 2021-07-18 12:09:15,047 - mmaction - INFO - Epoch [251][1700/1879] lr: 1.355e-04, eta: 2:16:16, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8855, loss_cls: 1.1405, loss: 1.1405, grad_norm: 7.0323 2021-07-18 12:09:31,653 - mmaction - INFO - Epoch [251][1720/1879] lr: 1.355e-04, eta: 2:15:59, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8742, loss_cls: 1.1726, loss: 1.1726, grad_norm: 7.0253 2021-07-18 12:09:48,148 - mmaction - INFO - Epoch [251][1740/1879] lr: 1.355e-04, eta: 2:15:41, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8711, loss_cls: 1.1720, loss: 1.1720, grad_norm: 7.1195 2021-07-18 12:10:05,083 - mmaction - INFO - Epoch [251][1760/1879] lr: 1.355e-04, eta: 2:15:24, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8629, loss_cls: 1.2641, loss: 1.2641, grad_norm: 7.2522 2021-07-18 12:10:21,986 - mmaction - INFO - Epoch [251][1780/1879] lr: 1.355e-04, eta: 2:15:07, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8801, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.0146 2021-07-18 12:10:38,779 - mmaction - INFO - Epoch [251][1800/1879] lr: 1.355e-04, eta: 2:14:50, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8672, loss_cls: 1.2281, loss: 1.2281, grad_norm: 7.0521 2021-07-18 12:10:55,485 - mmaction - INFO - Epoch [251][1820/1879] lr: 1.355e-04, eta: 2:14:33, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8855, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.1042 2021-07-18 12:11:12,376 - mmaction - INFO - Epoch [251][1840/1879] lr: 1.355e-04, eta: 2:14:16, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8801, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.1915 2021-07-18 12:11:29,187 - mmaction - INFO - Epoch [251][1860/1879] lr: 1.355e-04, eta: 2:13:59, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8742, loss_cls: 1.1774, loss: 1.1774, grad_norm: 6.8645 2021-07-18 12:11:57,631 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 12:11:57,636 - mmaction - INFO - 106 BN found 2021-07-18 12:16:42,149 - mmaction - INFO - BN stats updated 2021-07-18 12:17:55,981 - mmaction - INFO - Epoch [252][20/1879] lr: 9.409e-05, eta: 2:13:28, time: 3.590, data_time: 2.712, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8766, loss_cls: 1.1731, loss: 1.1731, grad_norm: 7.0457 2021-07-18 12:18:12,251 - mmaction - INFO - Epoch [252][40/1879] lr: 9.409e-05, eta: 2:13:11, time: 0.813, data_time: 0.004, memory: 6455, top1_acc: 0.7301, top5_acc: 0.8852, loss_cls: 1.1214, loss: 1.1214, grad_norm: 6.9792 2021-07-18 12:18:28,544 - mmaction - INFO - Epoch [252][60/1879] lr: 9.409e-05, eta: 2:12:54, time: 0.812, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1744, loss: 1.1744, grad_norm: 7.1602 2021-07-18 12:18:44,950 - mmaction - INFO - Epoch [252][80/1879] lr: 9.409e-05, eta: 2:12:37, time: 0.822, data_time: 0.004, memory: 6455, top1_acc: 0.7367, top5_acc: 0.8797, loss_cls: 1.1418, loss: 1.1418, grad_norm: 6.7682 2021-07-18 12:19:01,780 - mmaction - INFO - Epoch [252][100/1879] lr: 9.409e-05, eta: 2:12:20, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7336, top5_acc: 0.8859, loss_cls: 1.1206, loss: 1.1206, grad_norm: 7.0202 2021-07-18 12:19:18,523 - mmaction - INFO - Epoch [252][120/1879] lr: 9.409e-05, eta: 2:12:03, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8754, loss_cls: 1.2054, loss: 1.2054, grad_norm: 7.1222 2021-07-18 12:19:35,209 - mmaction - INFO - Epoch [252][140/1879] lr: 9.409e-05, eta: 2:11:45, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8809, loss_cls: 1.1855, loss: 1.1855, grad_norm: 7.0828 2021-07-18 12:19:51,978 - mmaction - INFO - Epoch [252][160/1879] lr: 9.409e-05, eta: 2:11:28, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8766, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.0461 2021-07-18 12:20:08,599 - mmaction - INFO - Epoch [252][180/1879] lr: 9.409e-05, eta: 2:11:11, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7430, top5_acc: 0.8836, loss_cls: 1.0962, loss: 1.0962, grad_norm: 6.7290 2021-07-18 12:20:25,227 - mmaction - INFO - Epoch [252][200/1879] lr: 9.409e-05, eta: 2:10:54, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8691, loss_cls: 1.2397, loss: 1.2397, grad_norm: 7.3838 2021-07-18 12:20:42,009 - mmaction - INFO - Epoch [252][220/1879] lr: 9.409e-05, eta: 2:10:37, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7336, top5_acc: 0.8793, loss_cls: 1.0926, loss: 1.0926, grad_norm: 6.9837 2021-07-18 12:20:58,581 - mmaction - INFO - Epoch [252][240/1879] lr: 9.409e-05, eta: 2:10:20, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8699, loss_cls: 1.2038, loss: 1.2038, grad_norm: 6.9994 2021-07-18 12:21:15,553 - mmaction - INFO - Epoch [252][260/1879] lr: 9.409e-05, eta: 2:10:03, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.1837, loss: 1.1837, grad_norm: 7.0893 2021-07-18 12:21:32,279 - mmaction - INFO - Epoch [252][280/1879] lr: 9.409e-05, eta: 2:09:46, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8711, loss_cls: 1.2216, loss: 1.2216, grad_norm: 7.2147 2021-07-18 12:21:49,111 - mmaction - INFO - Epoch [252][300/1879] lr: 9.409e-05, eta: 2:09:29, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8754, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.0549 2021-07-18 12:22:05,758 - mmaction - INFO - Epoch [252][320/1879] lr: 9.409e-05, eta: 2:09:11, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1599, loss: 1.1599, grad_norm: 7.0673 2021-07-18 12:22:22,310 - mmaction - INFO - Epoch [252][340/1879] lr: 9.409e-05, eta: 2:08:54, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8922, loss_cls: 1.1322, loss: 1.1322, grad_norm: 7.1351 2021-07-18 12:22:39,123 - mmaction - INFO - Epoch [252][360/1879] lr: 9.409e-05, eta: 2:08:37, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1449, loss: 1.1449, grad_norm: 7.0044 2021-07-18 12:22:55,895 - mmaction - INFO - Epoch [252][380/1879] lr: 9.409e-05, eta: 2:08:20, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7359, top5_acc: 0.8781, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.8228 2021-07-18 12:23:12,762 - mmaction - INFO - Epoch [252][400/1879] lr: 9.409e-05, eta: 2:08:03, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8770, loss_cls: 1.2024, loss: 1.2024, grad_norm: 7.2870 2021-07-18 12:23:29,671 - mmaction - INFO - Epoch [252][420/1879] lr: 9.409e-05, eta: 2:07:46, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.7328, top5_acc: 0.8957, loss_cls: 1.1045, loss: 1.1045, grad_norm: 6.9415 2021-07-18 12:23:46,480 - mmaction - INFO - Epoch [252][440/1879] lr: 9.409e-05, eta: 2:07:29, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8691, loss_cls: 1.2137, loss: 1.2137, grad_norm: 7.0480 2021-07-18 12:24:03,165 - mmaction - INFO - Epoch [252][460/1879] lr: 9.409e-05, eta: 2:07:12, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8801, loss_cls: 1.1747, loss: 1.1747, grad_norm: 7.0545 2021-07-18 12:24:20,138 - mmaction - INFO - Epoch [252][480/1879] lr: 9.409e-05, eta: 2:06:55, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8793, loss_cls: 1.2061, loss: 1.2061, grad_norm: 7.1580 2021-07-18 12:24:36,781 - mmaction - INFO - Epoch [252][500/1879] lr: 9.409e-05, eta: 2:06:38, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8758, loss_cls: 1.1964, loss: 1.1964, grad_norm: 7.2216 2021-07-18 12:24:53,802 - mmaction - INFO - Epoch [252][520/1879] lr: 9.409e-05, eta: 2:06:20, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8707, loss_cls: 1.1897, loss: 1.1897, grad_norm: 7.0423 2021-07-18 12:25:10,601 - mmaction - INFO - Epoch [252][540/1879] lr: 9.409e-05, eta: 2:06:03, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8680, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.0652 2021-07-18 12:25:27,223 - mmaction - INFO - Epoch [252][560/1879] lr: 9.409e-05, eta: 2:05:46, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8723, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.9001 2021-07-18 12:25:43,903 - mmaction - INFO - Epoch [252][580/1879] lr: 9.409e-05, eta: 2:05:29, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8816, loss_cls: 1.1623, loss: 1.1623, grad_norm: 6.9832 2021-07-18 12:26:00,620 - mmaction - INFO - Epoch [252][600/1879] lr: 9.409e-05, eta: 2:05:12, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8703, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.1820 2021-07-18 12:26:17,446 - mmaction - INFO - Epoch [252][620/1879] lr: 9.409e-05, eta: 2:04:55, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8754, loss_cls: 1.1911, loss: 1.1911, grad_norm: 7.1478 2021-07-18 12:26:34,252 - mmaction - INFO - Epoch [252][640/1879] lr: 9.409e-05, eta: 2:04:38, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8668, loss_cls: 1.2048, loss: 1.2048, grad_norm: 7.2169 2021-07-18 12:26:51,087 - mmaction - INFO - Epoch [252][660/1879] lr: 9.409e-05, eta: 2:04:21, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1993, loss: 1.1993, grad_norm: 7.1692 2021-07-18 12:27:07,966 - mmaction - INFO - Epoch [252][680/1879] lr: 9.409e-05, eta: 2:04:04, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8668, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.0240 2021-07-18 12:27:24,675 - mmaction - INFO - Epoch [252][700/1879] lr: 9.409e-05, eta: 2:03:46, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8715, loss_cls: 1.2017, loss: 1.2017, grad_norm: 7.0333 2021-07-18 12:27:41,567 - mmaction - INFO - Epoch [252][720/1879] lr: 9.409e-05, eta: 2:03:29, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8656, loss_cls: 1.2101, loss: 1.2101, grad_norm: 7.0493 2021-07-18 12:27:58,379 - mmaction - INFO - Epoch [252][740/1879] lr: 9.409e-05, eta: 2:03:12, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8785, loss_cls: 1.1603, loss: 1.1603, grad_norm: 7.1808 2021-07-18 12:28:15,169 - mmaction - INFO - Epoch [252][760/1879] lr: 9.409e-05, eta: 2:02:55, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7316, top5_acc: 0.8828, loss_cls: 1.1180, loss: 1.1180, grad_norm: 6.8327 2021-07-18 12:28:32,003 - mmaction - INFO - Epoch [252][780/1879] lr: 9.409e-05, eta: 2:02:38, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8699, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.2116 2021-07-18 12:28:48,739 - mmaction - INFO - Epoch [252][800/1879] lr: 9.409e-05, eta: 2:02:21, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8801, loss_cls: 1.1920, loss: 1.1920, grad_norm: 7.4329 2021-07-18 12:29:05,650 - mmaction - INFO - Epoch [252][820/1879] lr: 9.409e-05, eta: 2:02:04, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8695, loss_cls: 1.2096, loss: 1.2096, grad_norm: 7.0866 2021-07-18 12:29:22,305 - mmaction - INFO - Epoch [252][840/1879] lr: 9.409e-05, eta: 2:01:47, time: 0.833, data_time: 0.001, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8797, loss_cls: 1.1980, loss: 1.1980, grad_norm: 7.2243 2021-07-18 12:29:39,079 - mmaction - INFO - Epoch [252][860/1879] lr: 9.409e-05, eta: 2:01:30, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8809, loss_cls: 1.1601, loss: 1.1601, grad_norm: 7.1562 2021-07-18 12:29:55,865 - mmaction - INFO - Epoch [252][880/1879] lr: 9.409e-05, eta: 2:01:13, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8715, loss_cls: 1.2133, loss: 1.2133, grad_norm: 7.0661 2021-07-18 12:30:12,814 - mmaction - INFO - Epoch [252][900/1879] lr: 9.409e-05, eta: 2:00:55, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7281, top5_acc: 0.8805, loss_cls: 1.1380, loss: 1.1380, grad_norm: 6.9611 2021-07-18 12:30:29,541 - mmaction - INFO - Epoch [252][920/1879] lr: 9.409e-05, eta: 2:00:38, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8875, loss_cls: 1.1452, loss: 1.1452, grad_norm: 7.2191 2021-07-18 12:30:46,311 - mmaction - INFO - Epoch [252][940/1879] lr: 9.409e-05, eta: 2:00:21, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8758, loss_cls: 1.1968, loss: 1.1968, grad_norm: 7.1424 2021-07-18 12:31:03,035 - mmaction - INFO - Epoch [252][960/1879] lr: 9.409e-05, eta: 2:00:04, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7367, top5_acc: 0.8883, loss_cls: 1.0993, loss: 1.0993, grad_norm: 6.8133 2021-07-18 12:31:20,026 - mmaction - INFO - Epoch [252][980/1879] lr: 9.409e-05, eta: 1:59:47, time: 0.847, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2028, loss: 1.2028, grad_norm: 7.2314 2021-07-18 12:31:36,746 - mmaction - INFO - Epoch [252][1000/1879] lr: 9.409e-05, eta: 1:59:30, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8723, loss_cls: 1.1905, loss: 1.1905, grad_norm: 7.2147 2021-07-18 12:31:53,518 - mmaction - INFO - Epoch [252][1020/1879] lr: 9.409e-05, eta: 1:59:13, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8848, loss_cls: 1.1410, loss: 1.1410, grad_norm: 7.0128 2021-07-18 12:32:10,221 - mmaction - INFO - Epoch [252][1040/1879] lr: 9.409e-05, eta: 1:58:56, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8672, loss_cls: 1.1904, loss: 1.1904, grad_norm: 7.1697 2021-07-18 12:32:27,083 - mmaction - INFO - Epoch [252][1060/1879] lr: 9.409e-05, eta: 1:58:39, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.1352 2021-07-18 12:32:43,750 - mmaction - INFO - Epoch [252][1080/1879] lr: 9.409e-05, eta: 1:58:22, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8637, loss_cls: 1.2567, loss: 1.2567, grad_norm: 7.1748 2021-07-18 12:33:00,597 - mmaction - INFO - Epoch [252][1100/1879] lr: 9.409e-05, eta: 1:58:04, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8738, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.0819 2021-07-18 12:33:17,306 - mmaction - INFO - Epoch [252][1120/1879] lr: 9.409e-05, eta: 1:57:47, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8668, loss_cls: 1.2249, loss: 1.2249, grad_norm: 7.2002 2021-07-18 12:33:34,184 - mmaction - INFO - Epoch [252][1140/1879] lr: 9.409e-05, eta: 1:57:30, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.1981, loss: 1.1981, grad_norm: 7.1478 2021-07-18 12:33:50,767 - mmaction - INFO - Epoch [252][1160/1879] lr: 9.409e-05, eta: 1:57:13, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8758, loss_cls: 1.1928, loss: 1.1928, grad_norm: 7.2087 2021-07-18 12:34:07,517 - mmaction - INFO - Epoch [252][1180/1879] lr: 9.409e-05, eta: 1:56:56, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.6992, top5_acc: 0.8715, loss_cls: 1.2119, loss: 1.2119, grad_norm: 7.1547 2021-07-18 12:34:24,252 - mmaction - INFO - Epoch [252][1200/1879] lr: 9.409e-05, eta: 1:56:39, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8738, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.2095 2021-07-18 12:34:41,094 - mmaction - INFO - Epoch [252][1220/1879] lr: 9.409e-05, eta: 1:56:22, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8793, loss_cls: 1.1708, loss: 1.1708, grad_norm: 7.0494 2021-07-18 12:34:57,769 - mmaction - INFO - Epoch [252][1240/1879] lr: 9.409e-05, eta: 1:56:05, time: 0.834, data_time: 0.003, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8824, loss_cls: 1.1492, loss: 1.1492, grad_norm: 6.9131 2021-07-18 12:35:14,427 - mmaction - INFO - Epoch [252][1260/1879] lr: 9.409e-05, eta: 1:55:48, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7348, top5_acc: 0.8773, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.9699 2021-07-18 12:35:31,157 - mmaction - INFO - Epoch [252][1280/1879] lr: 9.409e-05, eta: 1:55:31, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8738, loss_cls: 1.1782, loss: 1.1782, grad_norm: 7.1768 2021-07-18 12:35:48,288 - mmaction - INFO - Epoch [252][1300/1879] lr: 9.409e-05, eta: 1:55:13, time: 0.857, data_time: 0.006, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8742, loss_cls: 1.1622, loss: 1.1622, grad_norm: 7.0668 2021-07-18 12:36:05,011 - mmaction - INFO - Epoch [252][1320/1879] lr: 9.409e-05, eta: 1:54:56, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8871, loss_cls: 1.1520, loss: 1.1520, grad_norm: 6.9993 2021-07-18 12:36:21,939 - mmaction - INFO - Epoch [252][1340/1879] lr: 9.409e-05, eta: 1:54:39, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8770, loss_cls: 1.1720, loss: 1.1720, grad_norm: 7.1691 2021-07-18 12:36:38,723 - mmaction - INFO - Epoch [252][1360/1879] lr: 9.409e-05, eta: 1:54:22, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8824, loss_cls: 1.1507, loss: 1.1507, grad_norm: 7.1753 2021-07-18 12:36:55,357 - mmaction - INFO - Epoch [252][1380/1879] lr: 9.409e-05, eta: 1:54:05, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8664, loss_cls: 1.2038, loss: 1.2038, grad_norm: 7.0250 2021-07-18 12:37:12,010 - mmaction - INFO - Epoch [252][1400/1879] lr: 9.409e-05, eta: 1:53:48, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8770, loss_cls: 1.2017, loss: 1.2017, grad_norm: 7.1408 2021-07-18 12:37:28,743 - mmaction - INFO - Epoch [252][1420/1879] lr: 9.409e-05, eta: 1:53:31, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8680, loss_cls: 1.1841, loss: 1.1841, grad_norm: 7.0683 2021-07-18 12:37:45,497 - mmaction - INFO - Epoch [252][1440/1879] lr: 9.409e-05, eta: 1:53:14, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8684, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.0810 2021-07-18 12:38:02,183 - mmaction - INFO - Epoch [252][1460/1879] lr: 9.409e-05, eta: 1:52:57, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.2068, loss: 1.2068, grad_norm: 7.0751 2021-07-18 12:38:19,173 - mmaction - INFO - Epoch [252][1480/1879] lr: 9.409e-05, eta: 1:52:40, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.7312, top5_acc: 0.8781, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.9616 2021-07-18 12:38:35,953 - mmaction - INFO - Epoch [252][1500/1879] lr: 9.409e-05, eta: 1:52:22, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8762, loss_cls: 1.1588, loss: 1.1588, grad_norm: 6.9324 2021-07-18 12:38:52,875 - mmaction - INFO - Epoch [252][1520/1879] lr: 9.409e-05, eta: 1:52:05, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2240, loss: 1.2240, grad_norm: 7.0794 2021-07-18 12:39:09,724 - mmaction - INFO - Epoch [252][1540/1879] lr: 9.409e-05, eta: 1:51:48, time: 0.844, data_time: 0.004, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8727, loss_cls: 1.2168, loss: 1.2168, grad_norm: 7.1626 2021-07-18 12:39:26,695 - mmaction - INFO - Epoch [252][1560/1879] lr: 9.409e-05, eta: 1:51:31, time: 0.848, data_time: 0.005, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8680, loss_cls: 1.2248, loss: 1.2248, grad_norm: 7.1700 2021-07-18 12:39:43,427 - mmaction - INFO - Epoch [252][1580/1879] lr: 9.409e-05, eta: 1:51:14, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8672, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.1478 2021-07-18 12:40:00,261 - mmaction - INFO - Epoch [252][1600/1879] lr: 9.409e-05, eta: 1:50:57, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1498, loss: 1.1498, grad_norm: 6.9918 2021-07-18 12:40:17,179 - mmaction - INFO - Epoch [252][1620/1879] lr: 9.409e-05, eta: 1:50:40, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.1455 2021-07-18 12:40:33,833 - mmaction - INFO - Epoch [252][1640/1879] lr: 9.409e-05, eta: 1:50:23, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8711, loss_cls: 1.1679, loss: 1.1679, grad_norm: 6.8381 2021-07-18 12:40:50,505 - mmaction - INFO - Epoch [252][1660/1879] lr: 9.409e-05, eta: 1:50:06, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8715, loss_cls: 1.2029, loss: 1.2029, grad_norm: 7.2210 2021-07-18 12:41:07,229 - mmaction - INFO - Epoch [252][1680/1879] lr: 9.409e-05, eta: 1:49:49, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8672, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.2636 2021-07-18 12:41:23,976 - mmaction - INFO - Epoch [252][1700/1879] lr: 9.409e-05, eta: 1:49:32, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.1976 2021-07-18 12:41:40,697 - mmaction - INFO - Epoch [252][1720/1879] lr: 9.409e-05, eta: 1:49:14, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7352, top5_acc: 0.8852, loss_cls: 1.0975, loss: 1.0975, grad_norm: 6.8155 2021-07-18 12:41:57,679 - mmaction - INFO - Epoch [252][1740/1879] lr: 9.409e-05, eta: 1:48:57, time: 0.850, data_time: 0.004, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8848, loss_cls: 1.1744, loss: 1.1744, grad_norm: 7.0137 2021-07-18 12:42:14,513 - mmaction - INFO - Epoch [252][1760/1879] lr: 9.409e-05, eta: 1:48:40, time: 0.841, data_time: 0.007, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8840, loss_cls: 1.1583, loss: 1.1583, grad_norm: 7.1218 2021-07-18 12:42:31,292 - mmaction - INFO - Epoch [252][1780/1879] lr: 9.409e-05, eta: 1:48:23, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8730, loss_cls: 1.1687, loss: 1.1687, grad_norm: 7.0651 2021-07-18 12:42:48,145 - mmaction - INFO - Epoch [252][1800/1879] lr: 9.409e-05, eta: 1:48:06, time: 0.844, data_time: 0.007, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8797, loss_cls: 1.1475, loss: 1.1475, grad_norm: 7.0555 2021-07-18 12:43:04,922 - mmaction - INFO - Epoch [252][1820/1879] lr: 9.409e-05, eta: 1:47:49, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8801, loss_cls: 1.1934, loss: 1.1934, grad_norm: 7.1626 2021-07-18 12:43:21,847 - mmaction - INFO - Epoch [252][1840/1879] lr: 9.409e-05, eta: 1:47:32, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8762, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.9925 2021-07-18 12:43:38,492 - mmaction - INFO - Epoch [252][1860/1879] lr: 9.409e-05, eta: 1:47:15, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8801, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.9299 2021-07-18 12:43:57,601 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 12:43:57,605 - mmaction - INFO - 106 BN found 2021-07-18 12:48:43,219 - mmaction - INFO - BN stats updated 2021-07-18 12:48:45,259 - mmaction - INFO - Saving checkpoint at 252 epochs 2021-07-18 12:49:39,854 - mmaction - INFO - Epoch [253][20/1879] lr: 6.023e-05, eta: 1:46:42, time: 2.387, data_time: 1.584, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8730, loss_cls: 1.1880, loss: 1.1880, grad_norm: 7.1427 2021-07-18 12:49:56,184 - mmaction - INFO - Epoch [253][40/1879] lr: 6.023e-05, eta: 1:46:25, time: 0.817, data_time: 0.005, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8660, loss_cls: 1.2320, loss: 1.2320, grad_norm: 7.2554 2021-07-18 12:50:12,488 - mmaction - INFO - Epoch [253][60/1879] lr: 6.023e-05, eta: 1:46:08, time: 0.814, data_time: 0.006, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1501, loss: 1.1501, grad_norm: 7.1355 2021-07-18 12:50:28,992 - mmaction - INFO - Epoch [253][80/1879] lr: 6.023e-05, eta: 1:45:51, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8738, loss_cls: 1.1766, loss: 1.1766, grad_norm: 6.9956 2021-07-18 12:50:45,784 - mmaction - INFO - Epoch [253][100/1879] lr: 6.023e-05, eta: 1:45:34, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8762, loss_cls: 1.1632, loss: 1.1632, grad_norm: 7.1107 2021-07-18 12:51:02,475 - mmaction - INFO - Epoch [253][120/1879] lr: 6.023e-05, eta: 1:45:17, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8691, loss_cls: 1.2126, loss: 1.2126, grad_norm: 7.3417 2021-07-18 12:51:19,267 - mmaction - INFO - Epoch [253][140/1879] lr: 6.023e-05, eta: 1:45:00, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8668, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.1878 2021-07-18 12:51:35,823 - mmaction - INFO - Epoch [253][160/1879] lr: 6.023e-05, eta: 1:44:42, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8738, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.9768 2021-07-18 12:51:52,495 - mmaction - INFO - Epoch [253][180/1879] lr: 6.023e-05, eta: 1:44:25, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8738, loss_cls: 1.1955, loss: 1.1955, grad_norm: 7.1518 2021-07-18 12:52:09,147 - mmaction - INFO - Epoch [253][200/1879] lr: 6.023e-05, eta: 1:44:08, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8801, loss_cls: 1.1643, loss: 1.1643, grad_norm: 7.0477 2021-07-18 12:52:25,945 - mmaction - INFO - Epoch [253][220/1879] lr: 6.023e-05, eta: 1:43:51, time: 0.838, data_time: 0.006, memory: 6455, top1_acc: 0.7340, top5_acc: 0.8750, loss_cls: 1.1452, loss: 1.1452, grad_norm: 6.7745 2021-07-18 12:52:42,777 - mmaction - INFO - Epoch [253][240/1879] lr: 6.023e-05, eta: 1:43:34, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.7039, top5_acc: 0.8730, loss_cls: 1.2156, loss: 1.2156, grad_norm: 7.4713 2021-07-18 12:52:59,495 - mmaction - INFO - Epoch [253][260/1879] lr: 6.023e-05, eta: 1:43:17, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8711, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.1461 2021-07-18 12:53:16,233 - mmaction - INFO - Epoch [253][280/1879] lr: 6.023e-05, eta: 1:43:00, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.0271 2021-07-18 12:53:32,981 - mmaction - INFO - Epoch [253][300/1879] lr: 6.023e-05, eta: 1:42:43, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8703, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.2589 2021-07-18 12:53:49,753 - mmaction - INFO - Epoch [253][320/1879] lr: 6.023e-05, eta: 1:42:26, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8637, loss_cls: 1.2290, loss: 1.2290, grad_norm: 7.2830 2021-07-18 12:54:06,422 - mmaction - INFO - Epoch [253][340/1879] lr: 6.023e-05, eta: 1:42:09, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7289, top5_acc: 0.8719, loss_cls: 1.1473, loss: 1.1473, grad_norm: 6.9015 2021-07-18 12:54:23,284 - mmaction - INFO - Epoch [253][360/1879] lr: 6.023e-05, eta: 1:41:51, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8738, loss_cls: 1.2035, loss: 1.2035, grad_norm: 7.1674 2021-07-18 12:54:40,113 - mmaction - INFO - Epoch [253][380/1879] lr: 6.023e-05, eta: 1:41:34, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8656, loss_cls: 1.2076, loss: 1.2076, grad_norm: 7.0912 2021-07-18 12:54:56,891 - mmaction - INFO - Epoch [253][400/1879] lr: 6.023e-05, eta: 1:41:17, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8754, loss_cls: 1.1863, loss: 1.1863, grad_norm: 7.1283 2021-07-18 12:55:13,571 - mmaction - INFO - Epoch [253][420/1879] lr: 6.023e-05, eta: 1:41:00, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8680, loss_cls: 1.2034, loss: 1.2034, grad_norm: 7.1878 2021-07-18 12:55:30,284 - mmaction - INFO - Epoch [253][440/1879] lr: 6.023e-05, eta: 1:40:43, time: 0.834, data_time: 0.006, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8707, loss_cls: 1.1844, loss: 1.1844, grad_norm: 7.0733 2021-07-18 12:55:46,932 - mmaction - INFO - Epoch [253][460/1879] lr: 6.023e-05, eta: 1:40:26, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8707, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.0842 2021-07-18 12:56:03,739 - mmaction - INFO - Epoch [253][480/1879] lr: 6.023e-05, eta: 1:40:09, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8703, loss_cls: 1.2128, loss: 1.2128, grad_norm: 7.0436 2021-07-18 12:56:20,602 - mmaction - INFO - Epoch [253][500/1879] lr: 6.023e-05, eta: 1:39:52, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8633, loss_cls: 1.1934, loss: 1.1934, grad_norm: 7.1277 2021-07-18 12:56:37,218 - mmaction - INFO - Epoch [253][520/1879] lr: 6.023e-05, eta: 1:39:35, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8762, loss_cls: 1.1907, loss: 1.1907, grad_norm: 7.1212 2021-07-18 12:56:54,026 - mmaction - INFO - Epoch [253][540/1879] lr: 6.023e-05, eta: 1:39:18, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8801, loss_cls: 1.1568, loss: 1.1568, grad_norm: 7.0355 2021-07-18 12:57:10,876 - mmaction - INFO - Epoch [253][560/1879] lr: 6.023e-05, eta: 1:39:00, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8793, loss_cls: 1.1626, loss: 1.1626, grad_norm: 7.0917 2021-07-18 12:57:27,604 - mmaction - INFO - Epoch [253][580/1879] lr: 6.023e-05, eta: 1:38:43, time: 0.838, data_time: 0.003, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8715, loss_cls: 1.1946, loss: 1.1946, grad_norm: 7.1218 2021-07-18 12:57:44,278 - mmaction - INFO - Epoch [253][600/1879] lr: 6.023e-05, eta: 1:38:26, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7379, top5_acc: 0.8914, loss_cls: 1.0868, loss: 1.0868, grad_norm: 6.8528 2021-07-18 12:58:00,947 - mmaction - INFO - Epoch [253][620/1879] lr: 6.023e-05, eta: 1:38:09, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8770, loss_cls: 1.1943, loss: 1.1943, grad_norm: 7.1061 2021-07-18 12:58:17,576 - mmaction - INFO - Epoch [253][640/1879] lr: 6.023e-05, eta: 1:37:52, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8781, loss_cls: 1.1414, loss: 1.1414, grad_norm: 6.9274 2021-07-18 12:58:34,257 - mmaction - INFO - Epoch [253][660/1879] lr: 6.023e-05, eta: 1:37:35, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2095, loss: 1.2095, grad_norm: 7.1599 2021-07-18 12:58:51,057 - mmaction - INFO - Epoch [253][680/1879] lr: 6.023e-05, eta: 1:37:18, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8801, loss_cls: 1.1656, loss: 1.1656, grad_norm: 7.0734 2021-07-18 12:59:07,837 - mmaction - INFO - Epoch [253][700/1879] lr: 6.023e-05, eta: 1:37:01, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8816, loss_cls: 1.1446, loss: 1.1446, grad_norm: 7.0554 2021-07-18 12:59:24,624 - mmaction - INFO - Epoch [253][720/1879] lr: 6.023e-05, eta: 1:36:44, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8785, loss_cls: 1.1510, loss: 1.1510, grad_norm: 6.8502 2021-07-18 12:59:41,430 - mmaction - INFO - Epoch [253][740/1879] lr: 6.023e-05, eta: 1:36:27, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8715, loss_cls: 1.2124, loss: 1.2124, grad_norm: 7.1293 2021-07-18 12:59:58,197 - mmaction - INFO - Epoch [253][760/1879] lr: 6.023e-05, eta: 1:36:09, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1523, loss: 1.1523, grad_norm: 7.1771 2021-07-18 13:00:15,035 - mmaction - INFO - Epoch [253][780/1879] lr: 6.023e-05, eta: 1:35:52, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8773, loss_cls: 1.1377, loss: 1.1377, grad_norm: 6.9833 2021-07-18 13:00:31,754 - mmaction - INFO - Epoch [253][800/1879] lr: 6.023e-05, eta: 1:35:35, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8668, loss_cls: 1.2098, loss: 1.2098, grad_norm: 7.0318 2021-07-18 13:00:48,591 - mmaction - INFO - Epoch [253][820/1879] lr: 6.023e-05, eta: 1:35:18, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8688, loss_cls: 1.2298, loss: 1.2298, grad_norm: 7.2228 2021-07-18 13:01:05,403 - mmaction - INFO - Epoch [253][840/1879] lr: 6.023e-05, eta: 1:35:01, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8852, loss_cls: 1.1211, loss: 1.1211, grad_norm: 6.9887 2021-07-18 13:01:22,120 - mmaction - INFO - Epoch [253][860/1879] lr: 6.023e-05, eta: 1:34:44, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8801, loss_cls: 1.1501, loss: 1.1501, grad_norm: 7.0825 2021-07-18 13:01:38,905 - mmaction - INFO - Epoch [253][880/1879] lr: 6.023e-05, eta: 1:34:27, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8773, loss_cls: 1.1513, loss: 1.1513, grad_norm: 7.0990 2021-07-18 13:01:55,604 - mmaction - INFO - Epoch [253][900/1879] lr: 6.023e-05, eta: 1:34:10, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8648, loss_cls: 1.2163, loss: 1.2163, grad_norm: 7.0781 2021-07-18 13:02:12,278 - mmaction - INFO - Epoch [253][920/1879] lr: 6.023e-05, eta: 1:33:53, time: 0.836, data_time: 0.006, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8703, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.3733 2021-07-18 13:02:29,110 - mmaction - INFO - Epoch [253][940/1879] lr: 6.023e-05, eta: 1:33:36, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8699, loss_cls: 1.2082, loss: 1.2082, grad_norm: 6.9165 2021-07-18 13:02:45,874 - mmaction - INFO - Epoch [253][960/1879] lr: 6.023e-05, eta: 1:33:19, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8723, loss_cls: 1.2038, loss: 1.2038, grad_norm: 7.3233 2021-07-18 13:03:02,707 - mmaction - INFO - Epoch [253][980/1879] lr: 6.023e-05, eta: 1:33:01, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8855, loss_cls: 1.1502, loss: 1.1502, grad_norm: 7.0975 2021-07-18 13:03:19,418 - mmaction - INFO - Epoch [253][1000/1879] lr: 6.023e-05, eta: 1:32:44, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8746, loss_cls: 1.1744, loss: 1.1744, grad_norm: 7.1325 2021-07-18 13:03:36,191 - mmaction - INFO - Epoch [253][1020/1879] lr: 6.023e-05, eta: 1:32:27, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8730, loss_cls: 1.1630, loss: 1.1630, grad_norm: 7.0111 2021-07-18 13:03:52,899 - mmaction - INFO - Epoch [253][1040/1879] lr: 6.023e-05, eta: 1:32:10, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2126, loss: 1.2126, grad_norm: 7.2366 2021-07-18 13:04:09,634 - mmaction - INFO - Epoch [253][1060/1879] lr: 6.023e-05, eta: 1:31:53, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8668, loss_cls: 1.1959, loss: 1.1959, grad_norm: 7.0109 2021-07-18 13:04:26,585 - mmaction - INFO - Epoch [253][1080/1879] lr: 6.023e-05, eta: 1:31:36, time: 0.849, data_time: 0.003, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8766, loss_cls: 1.1740, loss: 1.1740, grad_norm: 7.1299 2021-07-18 13:04:43,416 - mmaction - INFO - Epoch [253][1100/1879] lr: 6.023e-05, eta: 1:31:19, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8836, loss_cls: 1.1532, loss: 1.1532, grad_norm: 7.1458 2021-07-18 13:05:00,269 - mmaction - INFO - Epoch [253][1120/1879] lr: 6.023e-05, eta: 1:31:02, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8699, loss_cls: 1.2461, loss: 1.2461, grad_norm: 7.1950 2021-07-18 13:05:17,037 - mmaction - INFO - Epoch [253][1140/1879] lr: 6.023e-05, eta: 1:30:45, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.1412, loss: 1.1412, grad_norm: 7.0323 2021-07-18 13:05:34,011 - mmaction - INFO - Epoch [253][1160/1879] lr: 6.023e-05, eta: 1:30:28, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8758, loss_cls: 1.2104, loss: 1.2104, grad_norm: 7.2558 2021-07-18 13:05:50,937 - mmaction - INFO - Epoch [253][1180/1879] lr: 6.023e-05, eta: 1:30:11, time: 0.846, data_time: 0.001, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8785, loss_cls: 1.1682, loss: 1.1682, grad_norm: 6.8491 2021-07-18 13:06:07,612 - mmaction - INFO - Epoch [253][1200/1879] lr: 6.023e-05, eta: 1:29:53, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8691, loss_cls: 1.1774, loss: 1.1774, grad_norm: 7.1231 2021-07-18 13:06:24,517 - mmaction - INFO - Epoch [253][1220/1879] lr: 6.023e-05, eta: 1:29:36, time: 0.846, data_time: 0.002, memory: 6455, top1_acc: 0.7340, top5_acc: 0.8754, loss_cls: 1.1609, loss: 1.1609, grad_norm: 7.0898 2021-07-18 13:06:41,233 - mmaction - INFO - Epoch [253][1240/1879] lr: 6.023e-05, eta: 1:29:19, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8781, loss_cls: 1.2067, loss: 1.2067, grad_norm: 7.2824 2021-07-18 13:06:58,039 - mmaction - INFO - Epoch [253][1260/1879] lr: 6.023e-05, eta: 1:29:02, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8777, loss_cls: 1.2202, loss: 1.2202, grad_norm: 7.3753 2021-07-18 13:07:14,875 - mmaction - INFO - Epoch [253][1280/1879] lr: 6.023e-05, eta: 1:28:45, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8742, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.9672 2021-07-18 13:07:31,701 - mmaction - INFO - Epoch [253][1300/1879] lr: 6.023e-05, eta: 1:28:28, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8668, loss_cls: 1.2051, loss: 1.2051, grad_norm: 7.1229 2021-07-18 13:07:48,389 - mmaction - INFO - Epoch [253][1320/1879] lr: 6.023e-05, eta: 1:28:11, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8691, loss_cls: 1.2069, loss: 1.2069, grad_norm: 7.1130 2021-07-18 13:08:05,261 - mmaction - INFO - Epoch [253][1340/1879] lr: 6.023e-05, eta: 1:27:54, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7344, top5_acc: 0.8820, loss_cls: 1.1318, loss: 1.1318, grad_norm: 6.9234 2021-07-18 13:08:21,897 - mmaction - INFO - Epoch [253][1360/1879] lr: 6.023e-05, eta: 1:27:37, time: 0.833, data_time: 0.003, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8754, loss_cls: 1.1810, loss: 1.1810, grad_norm: 7.1886 2021-07-18 13:08:38,591 - mmaction - INFO - Epoch [253][1380/1879] lr: 6.023e-05, eta: 1:27:20, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8762, loss_cls: 1.1514, loss: 1.1514, grad_norm: 7.0394 2021-07-18 13:08:55,444 - mmaction - INFO - Epoch [253][1400/1879] lr: 6.023e-05, eta: 1:27:03, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8695, loss_cls: 1.1861, loss: 1.1861, grad_norm: 7.0593 2021-07-18 13:09:12,194 - mmaction - INFO - Epoch [253][1420/1879] lr: 6.023e-05, eta: 1:26:45, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8770, loss_cls: 1.1827, loss: 1.1827, grad_norm: 7.2121 2021-07-18 13:09:28,945 - mmaction - INFO - Epoch [253][1440/1879] lr: 6.023e-05, eta: 1:26:28, time: 0.836, data_time: 0.007, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8715, loss_cls: 1.2050, loss: 1.2050, grad_norm: 7.1053 2021-07-18 13:09:45,679 - mmaction - INFO - Epoch [253][1460/1879] lr: 6.023e-05, eta: 1:26:11, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7340, top5_acc: 0.8742, loss_cls: 1.1508, loss: 1.1508, grad_norm: 6.9580 2021-07-18 13:10:02,658 - mmaction - INFO - Epoch [253][1480/1879] lr: 6.023e-05, eta: 1:25:54, time: 0.851, data_time: 0.006, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8742, loss_cls: 1.1724, loss: 1.1724, grad_norm: 7.0688 2021-07-18 13:10:19,559 - mmaction - INFO - Epoch [253][1500/1879] lr: 6.023e-05, eta: 1:25:37, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.7312, top5_acc: 0.8879, loss_cls: 1.1400, loss: 1.1400, grad_norm: 7.0601 2021-07-18 13:10:36,226 - mmaction - INFO - Epoch [253][1520/1879] lr: 6.023e-05, eta: 1:25:20, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1567, loss: 1.1567, grad_norm: 7.1955 2021-07-18 13:10:52,984 - mmaction - INFO - Epoch [253][1540/1879] lr: 6.023e-05, eta: 1:25:03, time: 0.844, data_time: 0.007, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.3555 2021-07-18 13:11:09,809 - mmaction - INFO - Epoch [253][1560/1879] lr: 6.023e-05, eta: 1:24:46, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8812, loss_cls: 1.1462, loss: 1.1462, grad_norm: 7.0090 2021-07-18 13:11:26,673 - mmaction - INFO - Epoch [253][1580/1879] lr: 6.023e-05, eta: 1:24:29, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8785, loss_cls: 1.1766, loss: 1.1766, grad_norm: 7.1417 2021-07-18 13:11:43,804 - mmaction - INFO - Epoch [253][1600/1879] lr: 6.023e-05, eta: 1:24:12, time: 0.854, data_time: 0.004, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8750, loss_cls: 1.1744, loss: 1.1744, grad_norm: 6.9391 2021-07-18 13:12:00,462 - mmaction - INFO - Epoch [253][1620/1879] lr: 6.023e-05, eta: 1:23:55, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7359, top5_acc: 0.8895, loss_cls: 1.0952, loss: 1.0952, grad_norm: 6.9621 2021-07-18 13:12:17,209 - mmaction - INFO - Epoch [253][1640/1879] lr: 6.023e-05, eta: 1:23:37, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8715, loss_cls: 1.2238, loss: 1.2238, grad_norm: 7.1449 2021-07-18 13:12:33,844 - mmaction - INFO - Epoch [253][1660/1879] lr: 6.023e-05, eta: 1:23:20, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8816, loss_cls: 1.1426, loss: 1.1426, grad_norm: 6.9791 2021-07-18 13:12:50,597 - mmaction - INFO - Epoch [253][1680/1879] lr: 6.023e-05, eta: 1:23:03, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1884, loss: 1.1884, grad_norm: 7.1318 2021-07-18 13:13:07,315 - mmaction - INFO - Epoch [253][1700/1879] lr: 6.023e-05, eta: 1:22:46, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8719, loss_cls: 1.2200, loss: 1.2200, grad_norm: 7.3407 2021-07-18 13:13:23,941 - mmaction - INFO - Epoch [253][1720/1879] lr: 6.023e-05, eta: 1:22:29, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7285, top5_acc: 0.8719, loss_cls: 1.1720, loss: 1.1720, grad_norm: 7.0629 2021-07-18 13:13:40,833 - mmaction - INFO - Epoch [253][1740/1879] lr: 6.023e-05, eta: 1:22:12, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8668, loss_cls: 1.2339, loss: 1.2339, grad_norm: 7.3044 2021-07-18 13:13:57,408 - mmaction - INFO - Epoch [253][1760/1879] lr: 6.023e-05, eta: 1:21:55, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7324, top5_acc: 0.8785, loss_cls: 1.1379, loss: 1.1379, grad_norm: 7.0912 2021-07-18 13:14:14,090 - mmaction - INFO - Epoch [253][1780/1879] lr: 6.023e-05, eta: 1:21:38, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8660, loss_cls: 1.2236, loss: 1.2236, grad_norm: 7.2380 2021-07-18 13:14:30,851 - mmaction - INFO - Epoch [253][1800/1879] lr: 6.023e-05, eta: 1:21:21, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.7312, top5_acc: 0.8824, loss_cls: 1.1374, loss: 1.1374, grad_norm: 7.0823 2021-07-18 13:14:47,674 - mmaction - INFO - Epoch [253][1820/1879] lr: 6.023e-05, eta: 1:21:04, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8699, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.1578 2021-07-18 13:15:04,464 - mmaction - INFO - Epoch [253][1840/1879] lr: 6.023e-05, eta: 1:20:46, time: 0.840, data_time: 0.002, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8699, loss_cls: 1.1903, loss: 1.1903, grad_norm: 7.0503 2021-07-18 13:15:20,976 - mmaction - INFO - Epoch [253][1860/1879] lr: 6.023e-05, eta: 1:20:29, time: 0.824, data_time: 0.001, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8738, loss_cls: 1.1761, loss: 1.1761, grad_norm: 7.0667 2021-07-18 13:15:39,897 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 13:15:39,902 - mmaction - INFO - 106 BN found 2021-07-18 13:20:22,403 - mmaction - INFO - BN stats updated 2021-07-18 13:21:19,157 - mmaction - INFO - Epoch [254][20/1879] lr: 3.388e-05, eta: 1:19:57, time: 2.735, data_time: 1.596, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2258, loss: 1.2258, grad_norm: 7.2774 2021-07-18 13:21:35,320 - mmaction - INFO - Epoch [254][40/1879] lr: 3.388e-05, eta: 1:19:40, time: 0.809, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8758, loss_cls: 1.1674, loss: 1.1674, grad_norm: 7.1749 2021-07-18 13:21:51,695 - mmaction - INFO - Epoch [254][60/1879] lr: 3.388e-05, eta: 1:19:23, time: 0.818, data_time: 0.006, memory: 6455, top1_acc: 0.7285, top5_acc: 0.8906, loss_cls: 1.1008, loss: 1.1008, grad_norm: 6.8968 2021-07-18 13:22:08,276 - mmaction - INFO - Epoch [254][80/1879] lr: 3.388e-05, eta: 1:19:06, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8715, loss_cls: 1.1882, loss: 1.1882, grad_norm: 7.1700 2021-07-18 13:22:24,743 - mmaction - INFO - Epoch [254][100/1879] lr: 3.388e-05, eta: 1:18:48, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8742, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.2136 2021-07-18 13:22:41,483 - mmaction - INFO - Epoch [254][120/1879] lr: 3.388e-05, eta: 1:18:31, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.1075, loss: 1.1075, grad_norm: 6.9366 2021-07-18 13:22:58,261 - mmaction - INFO - Epoch [254][140/1879] lr: 3.388e-05, eta: 1:18:14, time: 0.839, data_time: 0.000, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8773, loss_cls: 1.1598, loss: 1.1598, grad_norm: 6.8656 2021-07-18 13:23:15,125 - mmaction - INFO - Epoch [254][160/1879] lr: 3.388e-05, eta: 1:17:57, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8773, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.1434 2021-07-18 13:23:31,838 - mmaction - INFO - Epoch [254][180/1879] lr: 3.388e-05, eta: 1:17:40, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8652, loss_cls: 1.2295, loss: 1.2295, grad_norm: 7.2133 2021-07-18 13:23:48,627 - mmaction - INFO - Epoch [254][200/1879] lr: 3.388e-05, eta: 1:17:23, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8684, loss_cls: 1.2168, loss: 1.2168, grad_norm: 7.2720 2021-07-18 13:24:05,416 - mmaction - INFO - Epoch [254][220/1879] lr: 3.388e-05, eta: 1:17:06, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8809, loss_cls: 1.1379, loss: 1.1379, grad_norm: 7.0696 2021-07-18 13:24:22,093 - mmaction - INFO - Epoch [254][240/1879] lr: 3.388e-05, eta: 1:16:49, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8746, loss_cls: 1.2070, loss: 1.2070, grad_norm: 7.2401 2021-07-18 13:24:38,619 - mmaction - INFO - Epoch [254][260/1879] lr: 3.388e-05, eta: 1:16:32, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7348, top5_acc: 0.8750, loss_cls: 1.1495, loss: 1.1495, grad_norm: 6.9904 2021-07-18 13:24:55,417 - mmaction - INFO - Epoch [254][280/1879] lr: 3.388e-05, eta: 1:16:15, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8680, loss_cls: 1.2126, loss: 1.2126, grad_norm: 7.2859 2021-07-18 13:25:12,307 - mmaction - INFO - Epoch [254][300/1879] lr: 3.388e-05, eta: 1:15:58, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8629, loss_cls: 1.2143, loss: 1.2143, grad_norm: 7.1298 2021-07-18 13:25:29,016 - mmaction - INFO - Epoch [254][320/1879] lr: 3.388e-05, eta: 1:15:40, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8734, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.1092 2021-07-18 13:25:45,653 - mmaction - INFO - Epoch [254][340/1879] lr: 3.388e-05, eta: 1:15:23, time: 0.832, data_time: 0.006, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8723, loss_cls: 1.1927, loss: 1.1927, grad_norm: 7.1529 2021-07-18 13:26:02,395 - mmaction - INFO - Epoch [254][360/1879] lr: 3.388e-05, eta: 1:15:06, time: 0.837, data_time: 0.001, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8645, loss_cls: 1.2442, loss: 1.2442, grad_norm: 7.3364 2021-07-18 13:26:19,300 - mmaction - INFO - Epoch [254][380/1879] lr: 3.388e-05, eta: 1:14:49, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8762, loss_cls: 1.1765, loss: 1.1765, grad_norm: 7.1431 2021-07-18 13:26:35,996 - mmaction - INFO - Epoch [254][400/1879] lr: 3.388e-05, eta: 1:14:32, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8656, loss_cls: 1.2125, loss: 1.2125, grad_norm: 7.2855 2021-07-18 13:26:52,890 - mmaction - INFO - Epoch [254][420/1879] lr: 3.388e-05, eta: 1:14:15, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8781, loss_cls: 1.1545, loss: 1.1545, grad_norm: 7.1224 2021-07-18 13:27:09,503 - mmaction - INFO - Epoch [254][440/1879] lr: 3.388e-05, eta: 1:13:58, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8770, loss_cls: 1.1833, loss: 1.1833, grad_norm: 7.1942 2021-07-18 13:27:26,447 - mmaction - INFO - Epoch [254][460/1879] lr: 3.388e-05, eta: 1:13:41, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1645, loss: 1.1645, grad_norm: 7.1007 2021-07-18 13:27:43,240 - mmaction - INFO - Epoch [254][480/1879] lr: 3.388e-05, eta: 1:13:24, time: 0.839, data_time: 0.001, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8855, loss_cls: 1.1365, loss: 1.1365, grad_norm: 7.0864 2021-07-18 13:27:59,757 - mmaction - INFO - Epoch [254][500/1879] lr: 3.388e-05, eta: 1:13:07, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8844, loss_cls: 1.1403, loss: 1.1403, grad_norm: 7.1265 2021-07-18 13:28:16,502 - mmaction - INFO - Epoch [254][520/1879] lr: 3.388e-05, eta: 1:12:50, time: 0.836, data_time: 0.002, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8777, loss_cls: 1.1859, loss: 1.1859, grad_norm: 7.0506 2021-07-18 13:28:33,379 - mmaction - INFO - Epoch [254][540/1879] lr: 3.388e-05, eta: 1:12:32, time: 0.845, data_time: 0.006, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8711, loss_cls: 1.2319, loss: 1.2319, grad_norm: 7.2778 2021-07-18 13:28:50,184 - mmaction - INFO - Epoch [254][560/1879] lr: 3.388e-05, eta: 1:12:15, time: 0.839, data_time: 0.002, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1543, loss: 1.1543, grad_norm: 7.1115 2021-07-18 13:29:07,071 - mmaction - INFO - Epoch [254][580/1879] lr: 3.388e-05, eta: 1:11:58, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8695, loss_cls: 1.2132, loss: 1.2132, grad_norm: 7.1904 2021-07-18 13:29:23,870 - mmaction - INFO - Epoch [254][600/1879] lr: 3.388e-05, eta: 1:11:41, time: 0.841, data_time: 0.001, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8715, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.2508 2021-07-18 13:29:40,648 - mmaction - INFO - Epoch [254][620/1879] lr: 3.388e-05, eta: 1:11:24, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8887, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.2404 2021-07-18 13:29:57,369 - mmaction - INFO - Epoch [254][640/1879] lr: 3.388e-05, eta: 1:11:07, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2172, loss: 1.2172, grad_norm: 7.2970 2021-07-18 13:30:14,163 - mmaction - INFO - Epoch [254][660/1879] lr: 3.388e-05, eta: 1:10:50, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8832, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.9842 2021-07-18 13:30:31,059 - mmaction - INFO - Epoch [254][680/1879] lr: 3.388e-05, eta: 1:10:33, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8699, loss_cls: 1.1794, loss: 1.1794, grad_norm: 7.0307 2021-07-18 13:30:47,989 - mmaction - INFO - Epoch [254][700/1879] lr: 3.388e-05, eta: 1:10:16, time: 0.847, data_time: 0.006, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8801, loss_cls: 1.1613, loss: 1.1613, grad_norm: 7.0627 2021-07-18 13:31:04,785 - mmaction - INFO - Epoch [254][720/1879] lr: 3.388e-05, eta: 1:09:59, time: 0.841, data_time: 0.002, memory: 6455, top1_acc: 0.7105, top5_acc: 0.8652, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.2517 2021-07-18 13:31:21,401 - mmaction - INFO - Epoch [254][740/1879] lr: 3.388e-05, eta: 1:09:42, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.1505, loss: 1.1505, grad_norm: 7.0122 2021-07-18 13:31:38,186 - mmaction - INFO - Epoch [254][760/1879] lr: 3.388e-05, eta: 1:09:24, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8770, loss_cls: 1.1385, loss: 1.1385, grad_norm: 6.9719 2021-07-18 13:31:54,948 - mmaction - INFO - Epoch [254][780/1879] lr: 3.388e-05, eta: 1:09:07, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8711, loss_cls: 1.1897, loss: 1.1897, grad_norm: 7.1950 2021-07-18 13:32:11,845 - mmaction - INFO - Epoch [254][800/1879] lr: 3.388e-05, eta: 1:08:50, time: 0.845, data_time: 0.001, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8801, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.1875 2021-07-18 13:32:28,715 - mmaction - INFO - Epoch [254][820/1879] lr: 3.388e-05, eta: 1:08:33, time: 0.842, data_time: 0.001, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1813, loss: 1.1813, grad_norm: 7.1023 2021-07-18 13:32:45,554 - mmaction - INFO - Epoch [254][840/1879] lr: 3.388e-05, eta: 1:08:16, time: 0.842, data_time: 0.006, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8703, loss_cls: 1.1878, loss: 1.1878, grad_norm: 6.9853 2021-07-18 13:33:02,223 - mmaction - INFO - Epoch [254][860/1879] lr: 3.388e-05, eta: 1:07:59, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8812, loss_cls: 1.1625, loss: 1.1625, grad_norm: 7.1643 2021-07-18 13:33:19,031 - mmaction - INFO - Epoch [254][880/1879] lr: 3.388e-05, eta: 1:07:42, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7059, top5_acc: 0.8688, loss_cls: 1.2033, loss: 1.2033, grad_norm: 7.1161 2021-07-18 13:33:35,832 - mmaction - INFO - Epoch [254][900/1879] lr: 3.388e-05, eta: 1:07:25, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8746, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.2312 2021-07-18 13:33:52,480 - mmaction - INFO - Epoch [254][920/1879] lr: 3.388e-05, eta: 1:07:08, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8785, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.2449 2021-07-18 13:34:09,235 - mmaction - INFO - Epoch [254][940/1879] lr: 3.388e-05, eta: 1:06:51, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.7281, top5_acc: 0.8809, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.2273 2021-07-18 13:34:25,994 - mmaction - INFO - Epoch [254][960/1879] lr: 3.388e-05, eta: 1:06:34, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8699, loss_cls: 1.2216, loss: 1.2216, grad_norm: 7.1101 2021-07-18 13:34:42,754 - mmaction - INFO - Epoch [254][980/1879] lr: 3.388e-05, eta: 1:06:16, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8723, loss_cls: 1.1872, loss: 1.1872, grad_norm: 7.0335 2021-07-18 13:34:59,494 - mmaction - INFO - Epoch [254][1000/1879] lr: 3.388e-05, eta: 1:05:59, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7289, top5_acc: 0.8832, loss_cls: 1.1503, loss: 1.1503, grad_norm: 7.0548 2021-07-18 13:35:16,375 - mmaction - INFO - Epoch [254][1020/1879] lr: 3.388e-05, eta: 1:05:42, time: 0.845, data_time: 0.003, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8844, loss_cls: 1.1410, loss: 1.1410, grad_norm: 7.1920 2021-07-18 13:35:33,283 - mmaction - INFO - Epoch [254][1040/1879] lr: 3.388e-05, eta: 1:05:25, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8773, loss_cls: 1.1572, loss: 1.1572, grad_norm: 7.0687 2021-07-18 13:35:50,178 - mmaction - INFO - Epoch [254][1060/1879] lr: 3.388e-05, eta: 1:05:08, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8754, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.1503 2021-07-18 13:36:07,150 - mmaction - INFO - Epoch [254][1080/1879] lr: 3.388e-05, eta: 1:04:51, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.7168, top5_acc: 0.8742, loss_cls: 1.1921, loss: 1.1921, grad_norm: 7.0355 2021-07-18 13:36:23,710 - mmaction - INFO - Epoch [254][1100/1879] lr: 3.388e-05, eta: 1:04:34, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8762, loss_cls: 1.1887, loss: 1.1887, grad_norm: 7.1414 2021-07-18 13:36:40,344 - mmaction - INFO - Epoch [254][1120/1879] lr: 3.388e-05, eta: 1:04:17, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7293, top5_acc: 0.8824, loss_cls: 1.1451, loss: 1.1451, grad_norm: 6.8931 2021-07-18 13:36:56,912 - mmaction - INFO - Epoch [254][1140/1879] lr: 3.388e-05, eta: 1:04:00, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8789, loss_cls: 1.1581, loss: 1.1581, grad_norm: 7.0504 2021-07-18 13:37:13,814 - mmaction - INFO - Epoch [254][1160/1879] lr: 3.388e-05, eta: 1:03:43, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8855, loss_cls: 1.1259, loss: 1.1259, grad_norm: 7.0628 2021-07-18 13:37:30,354 - mmaction - INFO - Epoch [254][1180/1879] lr: 3.388e-05, eta: 1:03:26, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8777, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.1897 2021-07-18 13:37:47,320 - mmaction - INFO - Epoch [254][1200/1879] lr: 3.388e-05, eta: 1:03:08, time: 0.850, data_time: 0.003, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8816, loss_cls: 1.1923, loss: 1.1923, grad_norm: 7.2366 2021-07-18 13:38:03,989 - mmaction - INFO - Epoch [254][1220/1879] lr: 3.388e-05, eta: 1:02:51, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8781, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.9058 2021-07-18 13:38:20,697 - mmaction - INFO - Epoch [254][1240/1879] lr: 3.388e-05, eta: 1:02:34, time: 0.835, data_time: 0.001, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8809, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.0829 2021-07-18 13:38:37,342 - mmaction - INFO - Epoch [254][1260/1879] lr: 3.388e-05, eta: 1:02:17, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8781, loss_cls: 1.1390, loss: 1.1390, grad_norm: 6.9635 2021-07-18 13:38:54,228 - mmaction - INFO - Epoch [254][1280/1879] lr: 3.388e-05, eta: 1:02:00, time: 0.846, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8629, loss_cls: 1.2291, loss: 1.2291, grad_norm: 7.3338 2021-07-18 13:39:11,113 - mmaction - INFO - Epoch [254][1300/1879] lr: 3.388e-05, eta: 1:01:43, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8699, loss_cls: 1.2117, loss: 1.2117, grad_norm: 7.2833 2021-07-18 13:39:27,881 - mmaction - INFO - Epoch [254][1320/1879] lr: 3.388e-05, eta: 1:01:26, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8777, loss_cls: 1.1370, loss: 1.1370, grad_norm: 6.8772 2021-07-18 13:39:44,717 - mmaction - INFO - Epoch [254][1340/1879] lr: 3.388e-05, eta: 1:01:09, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8793, loss_cls: 1.2075, loss: 1.2075, grad_norm: 7.2295 2021-07-18 13:40:01,458 - mmaction - INFO - Epoch [254][1360/1879] lr: 3.388e-05, eta: 1:00:52, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8746, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.2898 2021-07-18 13:40:18,317 - mmaction - INFO - Epoch [254][1380/1879] lr: 3.388e-05, eta: 1:00:35, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8711, loss_cls: 1.2109, loss: 1.2109, grad_norm: 7.3032 2021-07-18 13:40:35,087 - mmaction - INFO - Epoch [254][1400/1879] lr: 3.388e-05, eta: 1:00:18, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1841, loss: 1.1841, grad_norm: 7.1340 2021-07-18 13:40:51,622 - mmaction - INFO - Epoch [254][1420/1879] lr: 3.388e-05, eta: 1:00:01, time: 0.826, data_time: 0.001, memory: 6455, top1_acc: 0.7391, top5_acc: 0.8820, loss_cls: 1.0935, loss: 1.0935, grad_norm: 6.8303 2021-07-18 13:41:08,544 - mmaction - INFO - Epoch [254][1440/1879] lr: 3.388e-05, eta: 0:59:43, time: 0.847, data_time: 0.007, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8770, loss_cls: 1.1756, loss: 1.1756, grad_norm: 7.1665 2021-07-18 13:41:25,217 - mmaction - INFO - Epoch [254][1460/1879] lr: 3.388e-05, eta: 0:59:26, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8738, loss_cls: 1.1862, loss: 1.1862, grad_norm: 7.1318 2021-07-18 13:41:42,052 - mmaction - INFO - Epoch [254][1480/1879] lr: 3.388e-05, eta: 0:59:09, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8695, loss_cls: 1.1767, loss: 1.1767, grad_norm: 6.9314 2021-07-18 13:41:58,656 - mmaction - INFO - Epoch [254][1500/1879] lr: 3.388e-05, eta: 0:58:52, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8691, loss_cls: 1.1983, loss: 1.1983, grad_norm: 7.2276 2021-07-18 13:42:15,640 - mmaction - INFO - Epoch [254][1520/1879] lr: 3.388e-05, eta: 0:58:35, time: 0.846, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8738, loss_cls: 1.1981, loss: 1.1981, grad_norm: 7.2544 2021-07-18 13:42:32,437 - mmaction - INFO - Epoch [254][1540/1879] lr: 3.388e-05, eta: 0:58:18, time: 0.843, data_time: 0.005, memory: 6455, top1_acc: 0.7289, top5_acc: 0.8855, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.8366 2021-07-18 13:42:49,213 - mmaction - INFO - Epoch [254][1560/1879] lr: 3.388e-05, eta: 0:58:01, time: 0.837, data_time: 0.007, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8699, loss_cls: 1.1964, loss: 1.1964, grad_norm: 7.2012 2021-07-18 13:43:05,998 - mmaction - INFO - Epoch [254][1580/1879] lr: 3.388e-05, eta: 0:57:44, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8848, loss_cls: 1.1303, loss: 1.1303, grad_norm: 7.0301 2021-07-18 13:43:22,903 - mmaction - INFO - Epoch [254][1600/1879] lr: 3.388e-05, eta: 0:57:27, time: 0.841, data_time: 0.006, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8648, loss_cls: 1.2112, loss: 1.2112, grad_norm: 7.2447 2021-07-18 13:43:39,575 - mmaction - INFO - Epoch [254][1620/1879] lr: 3.388e-05, eta: 0:57:10, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8773, loss_cls: 1.1552, loss: 1.1552, grad_norm: 6.9511 2021-07-18 13:43:56,412 - mmaction - INFO - Epoch [254][1640/1879] lr: 3.388e-05, eta: 0:56:53, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8777, loss_cls: 1.1392, loss: 1.1392, grad_norm: 7.0441 2021-07-18 13:44:13,268 - mmaction - INFO - Epoch [254][1660/1879] lr: 3.388e-05, eta: 0:56:35, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8762, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.1912 2021-07-18 13:44:30,211 - mmaction - INFO - Epoch [254][1680/1879] lr: 3.388e-05, eta: 0:56:18, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8711, loss_cls: 1.1832, loss: 1.1832, grad_norm: 7.1060 2021-07-18 13:44:47,123 - mmaction - INFO - Epoch [254][1700/1879] lr: 3.388e-05, eta: 0:56:01, time: 0.847, data_time: 0.005, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8688, loss_cls: 1.2227, loss: 1.2227, grad_norm: 7.1471 2021-07-18 13:45:03,789 - mmaction - INFO - Epoch [254][1720/1879] lr: 3.388e-05, eta: 0:55:44, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.7254, top5_acc: 0.8836, loss_cls: 1.1654, loss: 1.1654, grad_norm: 7.2080 2021-07-18 13:45:20,372 - mmaction - INFO - Epoch [254][1740/1879] lr: 3.388e-05, eta: 0:55:27, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8844, loss_cls: 1.1415, loss: 1.1415, grad_norm: 7.1342 2021-07-18 13:45:37,214 - mmaction - INFO - Epoch [254][1760/1879] lr: 3.388e-05, eta: 0:55:10, time: 0.843, data_time: 0.006, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.2371 2021-07-18 13:45:54,002 - mmaction - INFO - Epoch [254][1780/1879] lr: 3.388e-05, eta: 0:54:53, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8824, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.1336 2021-07-18 13:46:10,827 - mmaction - INFO - Epoch [254][1800/1879] lr: 3.388e-05, eta: 0:54:36, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.7070, top5_acc: 0.8770, loss_cls: 1.1811, loss: 1.1811, grad_norm: 7.1452 2021-07-18 13:46:27,707 - mmaction - INFO - Epoch [254][1820/1879] lr: 3.388e-05, eta: 0:54:19, time: 0.849, data_time: 0.006, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8859, loss_cls: 1.1525, loss: 1.1525, grad_norm: 7.1317 2021-07-18 13:46:44,651 - mmaction - INFO - Epoch [254][1840/1879] lr: 3.388e-05, eta: 0:54:02, time: 0.845, data_time: 0.004, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8824, loss_cls: 1.1226, loss: 1.1226, grad_norm: 6.9653 2021-07-18 13:47:01,510 - mmaction - INFO - Epoch [254][1860/1879] lr: 3.388e-05, eta: 0:53:45, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8727, loss_cls: 1.2059, loss: 1.2059, grad_norm: 7.2482 2021-07-18 13:47:19,922 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 13:47:19,926 - mmaction - INFO - 106 BN found 2021-07-18 13:52:03,262 - mmaction - INFO - BN stats updated 2021-07-18 13:53:03,726 - mmaction - INFO - Epoch [255][20/1879] lr: 1.506e-05, eta: 0:53:12, time: 2.920, data_time: 1.704, memory: 6455, top1_acc: 0.7176, top5_acc: 0.8762, loss_cls: 1.1626, loss: 1.1626, grad_norm: 7.0401 2021-07-18 13:53:20,167 - mmaction - INFO - Epoch [255][40/1879] lr: 1.506e-05, eta: 0:52:55, time: 0.823, data_time: 0.009, memory: 6455, top1_acc: 0.7285, top5_acc: 0.8762, loss_cls: 1.1671, loss: 1.1671, grad_norm: 7.0680 2021-07-18 13:53:36,722 - mmaction - INFO - Epoch [255][60/1879] lr: 1.506e-05, eta: 0:52:38, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8750, loss_cls: 1.1849, loss: 1.1849, grad_norm: 7.1888 2021-07-18 13:53:53,568 - mmaction - INFO - Epoch [255][80/1879] lr: 1.506e-05, eta: 0:52:21, time: 0.844, data_time: 0.005, memory: 6455, top1_acc: 0.7309, top5_acc: 0.8824, loss_cls: 1.1082, loss: 1.1082, grad_norm: 6.9779 2021-07-18 13:54:10,351 - mmaction - INFO - Epoch [255][100/1879] lr: 1.506e-05, eta: 0:52:04, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7016, top5_acc: 0.8699, loss_cls: 1.2233, loss: 1.2233, grad_norm: 7.4781 2021-07-18 13:54:27,141 - mmaction - INFO - Epoch [255][120/1879] lr: 1.506e-05, eta: 0:51:47, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7332, top5_acc: 0.8777, loss_cls: 1.1410, loss: 1.1410, grad_norm: 7.0326 2021-07-18 13:54:43,827 - mmaction - INFO - Epoch [255][140/1879] lr: 1.506e-05, eta: 0:51:29, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8793, loss_cls: 1.1726, loss: 1.1726, grad_norm: 6.9414 2021-07-18 13:55:00,298 - mmaction - INFO - Epoch [255][160/1879] lr: 1.506e-05, eta: 0:51:12, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8828, loss_cls: 1.1539, loss: 1.1539, grad_norm: 7.0348 2021-07-18 13:55:16,985 - mmaction - INFO - Epoch [255][180/1879] lr: 1.506e-05, eta: 0:50:55, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8707, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.1243 2021-07-18 13:55:33,509 - mmaction - INFO - Epoch [255][200/1879] lr: 1.506e-05, eta: 0:50:38, time: 0.828, data_time: 0.005, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1656, loss: 1.1656, grad_norm: 7.1212 2021-07-18 13:55:50,505 - mmaction - INFO - Epoch [255][220/1879] lr: 1.506e-05, eta: 0:50:21, time: 0.848, data_time: 0.004, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.2381 2021-07-18 13:56:07,125 - mmaction - INFO - Epoch [255][240/1879] lr: 1.506e-05, eta: 0:50:04, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8820, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.0113 2021-07-18 13:56:23,837 - mmaction - INFO - Epoch [255][260/1879] lr: 1.506e-05, eta: 0:49:47, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1594, loss: 1.1594, grad_norm: 6.9995 2021-07-18 13:56:40,544 - mmaction - INFO - Epoch [255][280/1879] lr: 1.506e-05, eta: 0:49:30, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7031, top5_acc: 0.8676, loss_cls: 1.2446, loss: 1.2446, grad_norm: 7.3502 2021-07-18 13:56:57,345 - mmaction - INFO - Epoch [255][300/1879] lr: 1.506e-05, eta: 0:49:13, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8730, loss_cls: 1.1737, loss: 1.1737, grad_norm: 7.0514 2021-07-18 13:57:13,920 - mmaction - INFO - Epoch [255][320/1879] lr: 1.506e-05, eta: 0:48:56, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.7043, top5_acc: 0.8695, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.2918 2021-07-18 13:57:30,720 - mmaction - INFO - Epoch [255][340/1879] lr: 1.506e-05, eta: 0:48:39, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8801, loss_cls: 1.1607, loss: 1.1607, grad_norm: 7.1846 2021-07-18 13:57:47,454 - mmaction - INFO - Epoch [255][360/1879] lr: 1.506e-05, eta: 0:48:21, time: 0.837, data_time: 0.002, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8773, loss_cls: 1.1971, loss: 1.1971, grad_norm: 7.1517 2021-07-18 13:58:04,363 - mmaction - INFO - Epoch [255][380/1879] lr: 1.506e-05, eta: 0:48:04, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7035, top5_acc: 0.8699, loss_cls: 1.2262, loss: 1.2262, grad_norm: 7.2629 2021-07-18 13:58:21,033 - mmaction - INFO - Epoch [255][400/1879] lr: 1.506e-05, eta: 0:47:47, time: 0.837, data_time: 0.004, memory: 6455, top1_acc: 0.7359, top5_acc: 0.8785, loss_cls: 1.1327, loss: 1.1327, grad_norm: 7.0314 2021-07-18 13:58:37,915 - mmaction - INFO - Epoch [255][420/1879] lr: 1.506e-05, eta: 0:47:30, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8625, loss_cls: 1.2526, loss: 1.2526, grad_norm: 7.2926 2021-07-18 13:58:54,427 - mmaction - INFO - Epoch [255][440/1879] lr: 1.506e-05, eta: 0:47:13, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8793, loss_cls: 1.1512, loss: 1.1512, grad_norm: 6.8691 2021-07-18 13:59:11,346 - mmaction - INFO - Epoch [255][460/1879] lr: 1.506e-05, eta: 0:46:56, time: 0.845, data_time: 0.005, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8707, loss_cls: 1.1880, loss: 1.1880, grad_norm: 7.0042 2021-07-18 13:59:27,856 - mmaction - INFO - Epoch [255][480/1879] lr: 1.506e-05, eta: 0:46:39, time: 0.824, data_time: 0.002, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8734, loss_cls: 1.2040, loss: 1.2040, grad_norm: 7.2031 2021-07-18 13:59:44,431 - mmaction - INFO - Epoch [255][500/1879] lr: 1.506e-05, eta: 0:46:22, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8734, loss_cls: 1.1962, loss: 1.1962, grad_norm: 7.1173 2021-07-18 14:00:01,184 - mmaction - INFO - Epoch [255][520/1879] lr: 1.506e-05, eta: 0:46:05, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.7352, top5_acc: 0.8742, loss_cls: 1.1313, loss: 1.1313, grad_norm: 6.9633 2021-07-18 14:00:18,039 - mmaction - INFO - Epoch [255][540/1879] lr: 1.506e-05, eta: 0:45:48, time: 0.843, data_time: 0.001, memory: 6455, top1_acc: 0.7000, top5_acc: 0.8668, loss_cls: 1.2496, loss: 1.2496, grad_norm: 7.4077 2021-07-18 14:00:34,640 - mmaction - INFO - Epoch [255][560/1879] lr: 1.506e-05, eta: 0:45:31, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8684, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.8707 2021-07-18 14:00:51,484 - mmaction - INFO - Epoch [255][580/1879] lr: 1.506e-05, eta: 0:45:13, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8809, loss_cls: 1.1631, loss: 1.1631, grad_norm: 7.1164 2021-07-18 14:01:08,201 - mmaction - INFO - Epoch [255][600/1879] lr: 1.506e-05, eta: 0:44:56, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8770, loss_cls: 1.1994, loss: 1.1994, grad_norm: 7.0293 2021-07-18 14:01:24,780 - mmaction - INFO - Epoch [255][620/1879] lr: 1.506e-05, eta: 0:44:39, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1970, loss: 1.1970, grad_norm: 7.3532 2021-07-18 14:01:41,371 - mmaction - INFO - Epoch [255][640/1879] lr: 1.506e-05, eta: 0:44:22, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8754, loss_cls: 1.1548, loss: 1.1548, grad_norm: 7.0748 2021-07-18 14:01:58,064 - mmaction - INFO - Epoch [255][660/1879] lr: 1.506e-05, eta: 0:44:05, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8621, loss_cls: 1.2390, loss: 1.2390, grad_norm: 7.0919 2021-07-18 14:02:14,920 - mmaction - INFO - Epoch [255][680/1879] lr: 1.506e-05, eta: 0:43:48, time: 0.846, data_time: 0.006, memory: 6455, top1_acc: 0.7082, top5_acc: 0.8754, loss_cls: 1.1803, loss: 1.1803, grad_norm: 7.1559 2021-07-18 14:02:31,538 - mmaction - INFO - Epoch [255][700/1879] lr: 1.506e-05, eta: 0:43:31, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8797, loss_cls: 1.1436, loss: 1.1436, grad_norm: 7.0019 2021-07-18 14:02:48,354 - mmaction - INFO - Epoch [255][720/1879] lr: 1.506e-05, eta: 0:43:14, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8789, loss_cls: 1.1739, loss: 1.1739, grad_norm: 7.0093 2021-07-18 14:03:04,941 - mmaction - INFO - Epoch [255][740/1879] lr: 1.506e-05, eta: 0:42:57, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1480, loss: 1.1480, grad_norm: 6.8977 2021-07-18 14:03:21,481 - mmaction - INFO - Epoch [255][760/1879] lr: 1.506e-05, eta: 0:42:40, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8734, loss_cls: 1.2057, loss: 1.2057, grad_norm: 7.0149 2021-07-18 14:03:38,192 - mmaction - INFO - Epoch [255][780/1879] lr: 1.506e-05, eta: 0:42:23, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.1893, loss: 1.1893, grad_norm: 7.2028 2021-07-18 14:03:54,883 - mmaction - INFO - Epoch [255][800/1879] lr: 1.506e-05, eta: 0:42:06, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8699, loss_cls: 1.1844, loss: 1.1844, grad_norm: 6.9634 2021-07-18 14:04:11,694 - mmaction - INFO - Epoch [255][820/1879] lr: 1.506e-05, eta: 0:41:48, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8738, loss_cls: 1.1870, loss: 1.1870, grad_norm: 7.1633 2021-07-18 14:04:28,532 - mmaction - INFO - Epoch [255][840/1879] lr: 1.506e-05, eta: 0:41:31, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.7023, top5_acc: 0.8684, loss_cls: 1.2191, loss: 1.2191, grad_norm: 7.3195 2021-07-18 14:04:45,050 - mmaction - INFO - Epoch [255][860/1879] lr: 1.506e-05, eta: 0:41:14, time: 0.826, data_time: 0.003, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8746, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.2984 2021-07-18 14:05:01,803 - mmaction - INFO - Epoch [255][880/1879] lr: 1.506e-05, eta: 0:40:57, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7297, top5_acc: 0.8820, loss_cls: 1.1383, loss: 1.1383, grad_norm: 7.1416 2021-07-18 14:05:18,490 - mmaction - INFO - Epoch [255][900/1879] lr: 1.506e-05, eta: 0:40:40, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8770, loss_cls: 1.2206, loss: 1.2206, grad_norm: 7.1982 2021-07-18 14:05:35,262 - mmaction - INFO - Epoch [255][920/1879] lr: 1.506e-05, eta: 0:40:23, time: 0.839, data_time: 0.005, memory: 6455, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1373, loss: 1.1373, grad_norm: 7.0481 2021-07-18 14:05:51,864 - mmaction - INFO - Epoch [255][940/1879] lr: 1.506e-05, eta: 0:40:06, time: 0.827, data_time: 0.006, memory: 6455, top1_acc: 0.6980, top5_acc: 0.8695, loss_cls: 1.2435, loss: 1.2435, grad_norm: 7.2302 2021-07-18 14:06:08,452 - mmaction - INFO - Epoch [255][960/1879] lr: 1.506e-05, eta: 0:39:49, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7137, top5_acc: 0.8719, loss_cls: 1.2106, loss: 1.2106, grad_norm: 7.0793 2021-07-18 14:06:25,293 - mmaction - INFO - Epoch [255][980/1879] lr: 1.506e-05, eta: 0:39:32, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8746, loss_cls: 1.1611, loss: 1.1611, grad_norm: 7.0983 2021-07-18 14:06:41,987 - mmaction - INFO - Epoch [255][1000/1879] lr: 1.506e-05, eta: 0:39:15, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7316, top5_acc: 0.8871, loss_cls: 1.1250, loss: 1.1250, grad_norm: 6.9465 2021-07-18 14:06:58,568 - mmaction - INFO - Epoch [255][1020/1879] lr: 1.506e-05, eta: 0:38:58, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1852, loss: 1.1852, grad_norm: 7.3611 2021-07-18 14:07:15,605 - mmaction - INFO - Epoch [255][1040/1879] lr: 1.506e-05, eta: 0:38:40, time: 0.849, data_time: 0.004, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8688, loss_cls: 1.2282, loss: 1.2282, grad_norm: 7.2703 2021-07-18 14:07:32,158 - mmaction - INFO - Epoch [255][1060/1879] lr: 1.506e-05, eta: 0:38:23, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8715, loss_cls: 1.2028, loss: 1.2028, grad_norm: 7.0982 2021-07-18 14:07:48,950 - mmaction - INFO - Epoch [255][1080/1879] lr: 1.506e-05, eta: 0:38:06, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7078, top5_acc: 0.8715, loss_cls: 1.2099, loss: 1.2099, grad_norm: 7.3056 2021-07-18 14:08:05,711 - mmaction - INFO - Epoch [255][1100/1879] lr: 1.506e-05, eta: 0:37:49, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.7277, top5_acc: 0.8785, loss_cls: 1.1415, loss: 1.1415, grad_norm: 7.0658 2021-07-18 14:08:22,380 - mmaction - INFO - Epoch [255][1120/1879] lr: 1.506e-05, eta: 0:37:32, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8719, loss_cls: 1.1653, loss: 1.1653, grad_norm: 6.9484 2021-07-18 14:08:38,923 - mmaction - INFO - Epoch [255][1140/1879] lr: 1.506e-05, eta: 0:37:15, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7348, top5_acc: 0.8773, loss_cls: 1.1403, loss: 1.1403, grad_norm: 6.9677 2021-07-18 14:08:55,754 - mmaction - INFO - Epoch [255][1160/1879] lr: 1.506e-05, eta: 0:36:58, time: 0.840, data_time: 0.005, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.9822 2021-07-18 14:09:12,479 - mmaction - INFO - Epoch [255][1180/1879] lr: 1.506e-05, eta: 0:36:41, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.6996, top5_acc: 0.8652, loss_cls: 1.2715, loss: 1.2715, grad_norm: 7.3315 2021-07-18 14:09:29,086 - mmaction - INFO - Epoch [255][1200/1879] lr: 1.506e-05, eta: 0:36:24, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.1973, loss: 1.1973, grad_norm: 7.1673 2021-07-18 14:09:45,965 - mmaction - INFO - Epoch [255][1220/1879] lr: 1.506e-05, eta: 0:36:07, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8664, loss_cls: 1.2183, loss: 1.2183, grad_norm: 7.1526 2021-07-18 14:10:02,634 - mmaction - INFO - Epoch [255][1240/1879] lr: 1.506e-05, eta: 0:35:50, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7359, top5_acc: 0.8844, loss_cls: 1.1007, loss: 1.1007, grad_norm: 6.6790 2021-07-18 14:10:19,307 - mmaction - INFO - Epoch [255][1260/1879] lr: 1.506e-05, eta: 0:35:33, time: 0.834, data_time: 0.001, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8652, loss_cls: 1.2227, loss: 1.2227, grad_norm: 7.1579 2021-07-18 14:10:36,139 - mmaction - INFO - Epoch [255][1280/1879] lr: 1.506e-05, eta: 0:35:15, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8664, loss_cls: 1.2131, loss: 1.2131, grad_norm: 7.2306 2021-07-18 14:10:52,992 - mmaction - INFO - Epoch [255][1300/1879] lr: 1.506e-05, eta: 0:34:58, time: 0.844, data_time: 0.002, memory: 6455, top1_acc: 0.7258, top5_acc: 0.8734, loss_cls: 1.1748, loss: 1.1748, grad_norm: 6.9889 2021-07-18 14:11:09,639 - mmaction - INFO - Epoch [255][1320/1879] lr: 1.506e-05, eta: 0:34:41, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7328, top5_acc: 0.8848, loss_cls: 1.1402, loss: 1.1402, grad_norm: 6.8522 2021-07-18 14:11:26,249 - mmaction - INFO - Epoch [255][1340/1879] lr: 1.506e-05, eta: 0:34:24, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.1746, loss: 1.1746, grad_norm: 7.0024 2021-07-18 14:11:43,111 - mmaction - INFO - Epoch [255][1360/1879] lr: 1.506e-05, eta: 0:34:07, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8762, loss_cls: 1.1388, loss: 1.1388, grad_norm: 7.1673 2021-07-18 14:11:59,597 - mmaction - INFO - Epoch [255][1380/1879] lr: 1.506e-05, eta: 0:33:50, time: 0.827, data_time: 0.004, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8805, loss_cls: 1.1738, loss: 1.1738, grad_norm: 7.1927 2021-07-18 14:12:16,245 - mmaction - INFO - Epoch [255][1400/1879] lr: 1.506e-05, eta: 0:33:33, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1599, loss: 1.1599, grad_norm: 7.1573 2021-07-18 14:12:32,840 - mmaction - INFO - Epoch [255][1420/1879] lr: 1.506e-05, eta: 0:33:16, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7051, top5_acc: 0.8648, loss_cls: 1.2323, loss: 1.2323, grad_norm: 7.1876 2021-07-18 14:12:49,606 - mmaction - INFO - Epoch [255][1440/1879] lr: 1.506e-05, eta: 0:32:59, time: 0.837, data_time: 0.005, memory: 6455, top1_acc: 0.7027, top5_acc: 0.8727, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.2543 2021-07-18 14:13:06,203 - mmaction - INFO - Epoch [255][1460/1879] lr: 1.506e-05, eta: 0:32:42, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7348, top5_acc: 0.8836, loss_cls: 1.1195, loss: 1.1195, grad_norm: 6.7621 2021-07-18 14:13:22,912 - mmaction - INFO - Epoch [255][1480/1879] lr: 1.506e-05, eta: 0:32:25, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7391, top5_acc: 0.8879, loss_cls: 1.0560, loss: 1.0560, grad_norm: 6.7384 2021-07-18 14:13:39,539 - mmaction - INFO - Epoch [255][1500/1879] lr: 1.506e-05, eta: 0:32:08, time: 0.832, data_time: 0.001, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8801, loss_cls: 1.1794, loss: 1.1794, grad_norm: 7.2881 2021-07-18 14:13:56,253 - mmaction - INFO - Epoch [255][1520/1879] lr: 1.506e-05, eta: 0:31:50, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.6965, top5_acc: 0.8707, loss_cls: 1.2422, loss: 1.2422, grad_norm: 7.2291 2021-07-18 14:14:12,906 - mmaction - INFO - Epoch [255][1540/1879] lr: 1.506e-05, eta: 0:31:33, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7301, top5_acc: 0.8695, loss_cls: 1.1728, loss: 1.1728, grad_norm: 6.9640 2021-07-18 14:14:29,608 - mmaction - INFO - Epoch [255][1560/1879] lr: 1.506e-05, eta: 0:31:16, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8875, loss_cls: 1.1362, loss: 1.1362, grad_norm: 7.0110 2021-07-18 14:14:46,332 - mmaction - INFO - Epoch [255][1580/1879] lr: 1.506e-05, eta: 0:30:59, time: 0.837, data_time: 0.003, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1507, loss: 1.1507, grad_norm: 7.0048 2021-07-18 14:15:02,815 - mmaction - INFO - Epoch [255][1600/1879] lr: 1.506e-05, eta: 0:30:42, time: 0.824, data_time: 0.005, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8789, loss_cls: 1.1307, loss: 1.1307, grad_norm: 6.8746 2021-07-18 14:15:19,541 - mmaction - INFO - Epoch [255][1620/1879] lr: 1.506e-05, eta: 0:30:25, time: 0.838, data_time: 0.002, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8801, loss_cls: 1.1788, loss: 1.1788, grad_norm: 7.1962 2021-07-18 14:15:36,244 - mmaction - INFO - Epoch [255][1640/1879] lr: 1.506e-05, eta: 0:30:08, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8699, loss_cls: 1.1842, loss: 1.1842, grad_norm: 7.1310 2021-07-18 14:15:52,974 - mmaction - INFO - Epoch [255][1660/1879] lr: 1.506e-05, eta: 0:29:51, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8754, loss_cls: 1.2111, loss: 1.2111, grad_norm: 7.1498 2021-07-18 14:16:09,863 - mmaction - INFO - Epoch [255][1680/1879] lr: 1.506e-05, eta: 0:29:34, time: 0.842, data_time: 0.004, memory: 6455, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.1050 2021-07-18 14:16:26,687 - mmaction - INFO - Epoch [255][1700/1879] lr: 1.506e-05, eta: 0:29:17, time: 0.843, data_time: 0.004, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8730, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.2675 2021-07-18 14:16:43,475 - mmaction - INFO - Epoch [255][1720/1879] lr: 1.506e-05, eta: 0:29:00, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8645, loss_cls: 1.2183, loss: 1.2183, grad_norm: 7.1706 2021-07-18 14:17:00,072 - mmaction - INFO - Epoch [255][1740/1879] lr: 1.506e-05, eta: 0:28:43, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8879, loss_cls: 1.1345, loss: 1.1345, grad_norm: 7.0525 2021-07-18 14:17:16,709 - mmaction - INFO - Epoch [255][1760/1879] lr: 1.506e-05, eta: 0:28:25, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8848, loss_cls: 1.1420, loss: 1.1420, grad_norm: 6.9036 2021-07-18 14:17:33,285 - mmaction - INFO - Epoch [255][1780/1879] lr: 1.506e-05, eta: 0:28:08, time: 0.829, data_time: 0.002, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8844, loss_cls: 1.1448, loss: 1.1448, grad_norm: 7.2492 2021-07-18 14:17:50,079 - mmaction - INFO - Epoch [255][1800/1879] lr: 1.506e-05, eta: 0:27:51, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8664, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.1947 2021-07-18 14:18:06,720 - mmaction - INFO - Epoch [255][1820/1879] lr: 1.506e-05, eta: 0:27:34, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8699, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.1717 2021-07-18 14:18:23,340 - mmaction - INFO - Epoch [255][1840/1879] lr: 1.506e-05, eta: 0:27:17, time: 0.830, data_time: 0.006, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8660, loss_cls: 1.2107, loss: 1.2107, grad_norm: 7.1066 2021-07-18 14:18:39,963 - mmaction - INFO - Epoch [255][1860/1879] lr: 1.506e-05, eta: 0:27:00, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7191, top5_acc: 0.8660, loss_cls: 1.2150, loss: 1.2150, grad_norm: 7.2093 2021-07-18 14:18:57,925 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 14:18:57,928 - mmaction - INFO - 106 BN found 2021-07-18 14:23:42,943 - mmaction - INFO - BN stats updated 2021-07-18 14:25:58,289 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-18 14:25:59,169 - mmaction - INFO - top1_acc 0.6930 top5_acc 0.8820 2021-07-18 14:25:59,170 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-18 14:25:59,254 - mmaction - INFO - mean_acc 0.6929 2021-07-18 14:25:59,264 - mmaction - INFO - Epoch(val) [255][155] top1_acc: 0.6930, top5_acc: 0.8820, mean_class_accuracy: 0.6929 2021-07-18 14:27:02,267 - mmaction - INFO - Epoch [256][20/1879] lr: 3.765e-06, eta: 0:26:27, time: 3.148, data_time: 2.317, memory: 6455, top1_acc: 0.7238, top5_acc: 0.8773, loss_cls: 1.1523, loss: 1.1523, grad_norm: 7.0268 2021-07-18 14:27:18,638 - mmaction - INFO - Epoch [256][40/1879] lr: 3.765e-06, eta: 0:26:10, time: 0.819, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8691, loss_cls: 1.2155, loss: 1.2155, grad_norm: 7.1777 2021-07-18 14:27:34,986 - mmaction - INFO - Epoch [256][60/1879] lr: 3.765e-06, eta: 0:25:53, time: 0.818, data_time: 0.002, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8770, loss_cls: 1.1542, loss: 1.1542, grad_norm: 6.9276 2021-07-18 14:27:51,543 - mmaction - INFO - Epoch [256][80/1879] lr: 3.765e-06, eta: 0:25:36, time: 0.826, data_time: 0.005, memory: 6455, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1752, loss: 1.1752, grad_norm: 7.1628 2021-07-18 14:28:07,956 - mmaction - INFO - Epoch [256][100/1879] lr: 3.765e-06, eta: 0:25:19, time: 0.822, data_time: 0.005, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8785, loss_cls: 1.1581, loss: 1.1581, grad_norm: 7.1801 2021-07-18 14:28:24,652 - mmaction - INFO - Epoch [256][120/1879] lr: 3.765e-06, eta: 0:25:02, time: 0.834, data_time: 0.008, memory: 6455, top1_acc: 0.7063, top5_acc: 0.8660, loss_cls: 1.2195, loss: 1.2195, grad_norm: 7.0906 2021-07-18 14:28:41,318 - mmaction - INFO - Epoch [256][140/1879] lr: 3.765e-06, eta: 0:24:45, time: 0.834, data_time: 0.002, memory: 6455, top1_acc: 0.7199, top5_acc: 0.8793, loss_cls: 1.1832, loss: 1.1832, grad_norm: 7.0575 2021-07-18 14:28:57,944 - mmaction - INFO - Epoch [256][160/1879] lr: 3.765e-06, eta: 0:24:28, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1828, loss: 1.1828, grad_norm: 7.1550 2021-07-18 14:29:14,664 - mmaction - INFO - Epoch [256][180/1879] lr: 3.765e-06, eta: 0:24:10, time: 0.836, data_time: 0.005, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8750, loss_cls: 1.1773, loss: 1.1773, grad_norm: 7.1829 2021-07-18 14:29:31,214 - mmaction - INFO - Epoch [256][200/1879] lr: 3.765e-06, eta: 0:23:53, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8727, loss_cls: 1.1859, loss: 1.1859, grad_norm: 7.0499 2021-07-18 14:29:47,890 - mmaction - INFO - Epoch [256][220/1879] lr: 3.765e-06, eta: 0:23:36, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.7188, top5_acc: 0.8672, loss_cls: 1.1959, loss: 1.1959, grad_norm: 6.9802 2021-07-18 14:30:04,479 - mmaction - INFO - Epoch [256][240/1879] lr: 3.765e-06, eta: 0:23:19, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8816, loss_cls: 1.1326, loss: 1.1326, grad_norm: 7.0230 2021-07-18 14:30:21,083 - mmaction - INFO - Epoch [256][260/1879] lr: 3.765e-06, eta: 0:23:02, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8809, loss_cls: 1.1405, loss: 1.1405, grad_norm: 7.0848 2021-07-18 14:30:37,694 - mmaction - INFO - Epoch [256][280/1879] lr: 3.765e-06, eta: 0:22:45, time: 0.829, data_time: 0.006, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8734, loss_cls: 1.1997, loss: 1.1997, grad_norm: 7.0730 2021-07-18 14:30:54,435 - mmaction - INFO - Epoch [256][300/1879] lr: 3.765e-06, eta: 0:22:28, time: 0.841, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8707, loss_cls: 1.2034, loss: 1.2034, grad_norm: 7.1492 2021-07-18 14:31:11,257 - mmaction - INFO - Epoch [256][320/1879] lr: 3.765e-06, eta: 0:22:11, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7066, top5_acc: 0.8695, loss_cls: 1.2235, loss: 1.2235, grad_norm: 7.2728 2021-07-18 14:31:27,818 - mmaction - INFO - Epoch [256][340/1879] lr: 3.765e-06, eta: 0:21:54, time: 0.829, data_time: 0.004, memory: 6455, top1_acc: 0.7086, top5_acc: 0.8664, loss_cls: 1.2136, loss: 1.2136, grad_norm: 7.2508 2021-07-18 14:31:44,787 - mmaction - INFO - Epoch [256][360/1879] lr: 3.765e-06, eta: 0:21:37, time: 0.848, data_time: 0.007, memory: 6455, top1_acc: 0.7074, top5_acc: 0.8699, loss_cls: 1.2217, loss: 1.2217, grad_norm: 7.2651 2021-07-18 14:32:01,475 - mmaction - INFO - Epoch [256][380/1879] lr: 3.765e-06, eta: 0:21:20, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8719, loss_cls: 1.2001, loss: 1.2001, grad_norm: 7.1442 2021-07-18 14:32:18,060 - mmaction - INFO - Epoch [256][400/1879] lr: 3.765e-06, eta: 0:21:03, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7266, top5_acc: 0.8789, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.9861 2021-07-18 14:32:34,855 - mmaction - INFO - Epoch [256][420/1879] lr: 3.765e-06, eta: 0:20:45, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8746, loss_cls: 1.1754, loss: 1.1754, grad_norm: 7.1186 2021-07-18 14:32:51,587 - mmaction - INFO - Epoch [256][440/1879] lr: 3.765e-06, eta: 0:20:28, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8703, loss_cls: 1.1743, loss: 1.1743, grad_norm: 7.0656 2021-07-18 14:33:08,249 - mmaction - INFO - Epoch [256][460/1879] lr: 3.765e-06, eta: 0:20:11, time: 0.833, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8711, loss_cls: 1.2107, loss: 1.2107, grad_norm: 7.1373 2021-07-18 14:33:25,078 - mmaction - INFO - Epoch [256][480/1879] lr: 3.765e-06, eta: 0:19:54, time: 0.842, data_time: 0.002, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8648, loss_cls: 1.2073, loss: 1.2073, grad_norm: 7.1688 2021-07-18 14:33:41,794 - mmaction - INFO - Epoch [256][500/1879] lr: 3.765e-06, eta: 0:19:37, time: 0.835, data_time: 0.004, memory: 6455, top1_acc: 0.6945, top5_acc: 0.8629, loss_cls: 1.2990, loss: 1.2990, grad_norm: 7.3438 2021-07-18 14:33:58,532 - mmaction - INFO - Epoch [256][520/1879] lr: 3.765e-06, eta: 0:19:20, time: 0.839, data_time: 0.003, memory: 6455, top1_acc: 0.7184, top5_acc: 0.8754, loss_cls: 1.2048, loss: 1.2048, grad_norm: 7.0243 2021-07-18 14:34:15,393 - mmaction - INFO - Epoch [256][540/1879] lr: 3.765e-06, eta: 0:19:03, time: 0.841, data_time: 0.004, memory: 6455, top1_acc: 0.6977, top5_acc: 0.8559, loss_cls: 1.2636, loss: 1.2636, grad_norm: 7.4677 2021-07-18 14:34:31,971 - mmaction - INFO - Epoch [256][560/1879] lr: 3.765e-06, eta: 0:18:46, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1791, loss: 1.1791, grad_norm: 7.0678 2021-07-18 14:34:48,696 - mmaction - INFO - Epoch [256][580/1879] lr: 3.765e-06, eta: 0:18:29, time: 0.835, data_time: 0.006, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1149, loss: 1.1149, grad_norm: 6.9571 2021-07-18 14:35:05,510 - mmaction - INFO - Epoch [256][600/1879] lr: 3.765e-06, eta: 0:18:12, time: 0.842, data_time: 0.005, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8680, loss_cls: 1.1665, loss: 1.1665, grad_norm: 6.8288 2021-07-18 14:35:22,304 - mmaction - INFO - Epoch [256][620/1879] lr: 3.765e-06, eta: 0:17:55, time: 0.838, data_time: 0.001, memory: 6455, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2215, loss: 1.2215, grad_norm: 7.1678 2021-07-18 14:35:38,889 - mmaction - INFO - Epoch [256][640/1879] lr: 3.765e-06, eta: 0:17:38, time: 0.831, data_time: 0.003, memory: 6455, top1_acc: 0.7312, top5_acc: 0.8785, loss_cls: 1.1596, loss: 1.1596, grad_norm: 7.0029 2021-07-18 14:35:55,436 - mmaction - INFO - Epoch [256][660/1879] lr: 3.765e-06, eta: 0:17:20, time: 0.825, data_time: 0.004, memory: 6455, top1_acc: 0.7129, top5_acc: 0.8770, loss_cls: 1.1786, loss: 1.1786, grad_norm: 6.9933 2021-07-18 14:36:12,090 - mmaction - INFO - Epoch [256][680/1879] lr: 3.765e-06, eta: 0:17:03, time: 0.834, data_time: 0.005, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8824, loss_cls: 1.1768, loss: 1.1768, grad_norm: 7.1864 2021-07-18 14:36:28,919 - mmaction - INFO - Epoch [256][700/1879] lr: 3.765e-06, eta: 0:16:46, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8777, loss_cls: 1.1606, loss: 1.1606, grad_norm: 6.9992 2021-07-18 14:36:45,684 - mmaction - INFO - Epoch [256][720/1879] lr: 3.765e-06, eta: 0:16:29, time: 0.840, data_time: 0.003, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8699, loss_cls: 1.2318, loss: 1.2318, grad_norm: 7.2805 2021-07-18 14:37:02,103 - mmaction - INFO - Epoch [256][740/1879] lr: 3.765e-06, eta: 0:16:12, time: 0.819, data_time: 0.001, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8719, loss_cls: 1.1776, loss: 1.1776, grad_norm: 7.2372 2021-07-18 14:37:18,918 - mmaction - INFO - Epoch [256][760/1879] lr: 3.765e-06, eta: 0:15:55, time: 0.839, data_time: 0.006, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.0347 2021-07-18 14:37:35,482 - mmaction - INFO - Epoch [256][780/1879] lr: 3.765e-06, eta: 0:15:38, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1682, loss: 1.1682, grad_norm: 7.2174 2021-07-18 14:37:52,031 - mmaction - INFO - Epoch [256][800/1879] lr: 3.765e-06, eta: 0:15:21, time: 0.827, data_time: 0.001, memory: 6455, top1_acc: 0.7301, top5_acc: 0.8848, loss_cls: 1.1424, loss: 1.1424, grad_norm: 6.9965 2021-07-18 14:38:08,774 - mmaction - INFO - Epoch [256][820/1879] lr: 3.765e-06, eta: 0:15:04, time: 0.835, data_time: 0.005, memory: 6455, top1_acc: 0.7148, top5_acc: 0.8801, loss_cls: 1.1600, loss: 1.1600, grad_norm: 7.0587 2021-07-18 14:38:25,389 - mmaction - INFO - Epoch [256][840/1879] lr: 3.765e-06, eta: 0:14:47, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7305, top5_acc: 0.8809, loss_cls: 1.1332, loss: 1.1332, grad_norm: 6.8607 2021-07-18 14:38:42,520 - mmaction - INFO - Epoch [256][860/1879] lr: 3.765e-06, eta: 0:14:30, time: 0.855, data_time: 0.006, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8738, loss_cls: 1.1917, loss: 1.1917, grad_norm: 7.1585 2021-07-18 14:38:59,197 - mmaction - INFO - Epoch [256][880/1879] lr: 3.765e-06, eta: 0:14:13, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1907, loss: 1.1907, grad_norm: 7.1275 2021-07-18 14:39:15,833 - mmaction - INFO - Epoch [256][900/1879] lr: 3.765e-06, eta: 0:13:55, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.7262, top5_acc: 0.8809, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.9721 2021-07-18 14:39:32,375 - mmaction - INFO - Epoch [256][920/1879] lr: 3.765e-06, eta: 0:13:38, time: 0.827, data_time: 0.002, memory: 6455, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1561, loss: 1.1561, grad_norm: 7.0206 2021-07-18 14:39:49,027 - mmaction - INFO - Epoch [256][940/1879] lr: 3.765e-06, eta: 0:13:21, time: 0.831, data_time: 0.005, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8707, loss_cls: 1.1647, loss: 1.1647, grad_norm: 6.9073 2021-07-18 14:40:05,708 - mmaction - INFO - Epoch [256][960/1879] lr: 3.765e-06, eta: 0:13:04, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7230, top5_acc: 0.8727, loss_cls: 1.1710, loss: 1.1710, grad_norm: 7.1105 2021-07-18 14:40:22,388 - mmaction - INFO - Epoch [256][980/1879] lr: 3.765e-06, eta: 0:12:47, time: 0.833, data_time: 0.002, memory: 6455, top1_acc: 0.7145, top5_acc: 0.8715, loss_cls: 1.2011, loss: 1.2011, grad_norm: 7.0672 2021-07-18 14:40:38,987 - mmaction - INFO - Epoch [256][1000/1879] lr: 3.765e-06, eta: 0:12:30, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8820, loss_cls: 1.1696, loss: 1.1696, grad_norm: 7.0103 2021-07-18 14:40:55,671 - mmaction - INFO - Epoch [256][1020/1879] lr: 3.765e-06, eta: 0:12:13, time: 0.836, data_time: 0.003, memory: 6455, top1_acc: 0.7281, top5_acc: 0.8703, loss_cls: 1.1932, loss: 1.1932, grad_norm: 6.9188 2021-07-18 14:41:12,359 - mmaction - INFO - Epoch [256][1040/1879] lr: 3.765e-06, eta: 0:11:56, time: 0.832, data_time: 0.004, memory: 6455, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1558, loss: 1.1558, grad_norm: 7.1034 2021-07-18 14:41:28,911 - mmaction - INFO - Epoch [256][1060/1879] lr: 3.765e-06, eta: 0:11:39, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7102, top5_acc: 0.8699, loss_cls: 1.2153, loss: 1.2153, grad_norm: 7.1585 2021-07-18 14:41:45,515 - mmaction - INFO - Epoch [256][1080/1879] lr: 3.765e-06, eta: 0:11:22, time: 0.830, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8688, loss_cls: 1.1762, loss: 1.1762, grad_norm: 7.1974 2021-07-18 14:42:02,108 - mmaction - INFO - Epoch [256][1100/1879] lr: 3.765e-06, eta: 0:11:05, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8715, loss_cls: 1.1949, loss: 1.1949, grad_norm: 7.0209 2021-07-18 14:42:18,823 - mmaction - INFO - Epoch [256][1120/1879] lr: 3.765e-06, eta: 0:10:48, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.0836 2021-07-18 14:42:35,295 - mmaction - INFO - Epoch [256][1140/1879] lr: 3.765e-06, eta: 0:10:31, time: 0.826, data_time: 0.004, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8832, loss_cls: 1.1318, loss: 1.1318, grad_norm: 7.0680 2021-07-18 14:42:52,073 - mmaction - INFO - Epoch [256][1160/1879] lr: 3.765e-06, eta: 0:10:13, time: 0.838, data_time: 0.004, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1651, loss: 1.1651, grad_norm: 7.0951 2021-07-18 14:43:08,665 - mmaction - INFO - Epoch [256][1180/1879] lr: 3.765e-06, eta: 0:09:56, time: 0.828, data_time: 0.001, memory: 6455, top1_acc: 0.7324, top5_acc: 0.8867, loss_cls: 1.1239, loss: 1.1239, grad_norm: 7.0500 2021-07-18 14:43:25,238 - mmaction - INFO - Epoch [256][1200/1879] lr: 3.765e-06, eta: 0:09:39, time: 0.830, data_time: 0.003, memory: 6455, top1_acc: 0.7156, top5_acc: 0.8785, loss_cls: 1.1470, loss: 1.1470, grad_norm: 7.0972 2021-07-18 14:43:41,966 - mmaction - INFO - Epoch [256][1220/1879] lr: 3.765e-06, eta: 0:09:22, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7160, top5_acc: 0.8871, loss_cls: 1.1576, loss: 1.1576, grad_norm: 7.1121 2021-07-18 14:43:58,598 - mmaction - INFO - Epoch [256][1240/1879] lr: 3.765e-06, eta: 0:09:05, time: 0.834, data_time: 0.004, memory: 6455, top1_acc: 0.7348, top5_acc: 0.8824, loss_cls: 1.1361, loss: 1.1361, grad_norm: 7.0268 2021-07-18 14:44:15,352 - mmaction - INFO - Epoch [256][1260/1879] lr: 3.765e-06, eta: 0:08:48, time: 0.836, data_time: 0.004, memory: 6455, top1_acc: 0.7391, top5_acc: 0.8812, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.9982 2021-07-18 14:44:31,826 - mmaction - INFO - Epoch [256][1280/1879] lr: 3.765e-06, eta: 0:08:31, time: 0.825, data_time: 0.003, memory: 6455, top1_acc: 0.7055, top5_acc: 0.8777, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.2552 2021-07-18 14:44:48,604 - mmaction - INFO - Epoch [256][1300/1879] lr: 3.765e-06, eta: 0:08:14, time: 0.837, data_time: 0.006, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8793, loss_cls: 1.1590, loss: 1.1590, grad_norm: 7.1359 2021-07-18 14:45:05,164 - mmaction - INFO - Epoch [256][1320/1879] lr: 3.765e-06, eta: 0:07:57, time: 0.831, data_time: 0.004, memory: 6455, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2027, loss: 1.2027, grad_norm: 7.4160 2021-07-18 14:45:21,969 - mmaction - INFO - Epoch [256][1340/1879] lr: 3.765e-06, eta: 0:07:40, time: 0.840, data_time: 0.001, memory: 6455, top1_acc: 0.7242, top5_acc: 0.8816, loss_cls: 1.1674, loss: 1.1674, grad_norm: 7.2446 2021-07-18 14:45:38,571 - mmaction - INFO - Epoch [256][1360/1879] lr: 3.765e-06, eta: 0:07:23, time: 0.830, data_time: 0.005, memory: 6455, top1_acc: 0.7113, top5_acc: 0.8621, loss_cls: 1.2196, loss: 1.2196, grad_norm: 7.0989 2021-07-18 14:45:55,187 - mmaction - INFO - Epoch [256][1380/1879] lr: 3.765e-06, eta: 0:07:06, time: 0.831, data_time: 0.001, memory: 6455, top1_acc: 0.7117, top5_acc: 0.8770, loss_cls: 1.1786, loss: 1.1786, grad_norm: 7.2248 2021-07-18 14:46:11,940 - mmaction - INFO - Epoch [256][1400/1879] lr: 3.765e-06, eta: 0:06:48, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.9958 2021-07-18 14:46:28,824 - mmaction - INFO - Epoch [256][1420/1879] lr: 3.765e-06, eta: 0:06:31, time: 0.844, data_time: 0.001, memory: 6455, top1_acc: 0.7375, top5_acc: 0.8766, loss_cls: 1.1555, loss: 1.1555, grad_norm: 6.9179 2021-07-18 14:46:45,353 - mmaction - INFO - Epoch [256][1440/1879] lr: 3.765e-06, eta: 0:06:14, time: 0.824, data_time: 0.004, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8703, loss_cls: 1.1868, loss: 1.1868, grad_norm: 7.0897 2021-07-18 14:47:01,967 - mmaction - INFO - Epoch [256][1460/1879] lr: 3.765e-06, eta: 0:05:57, time: 0.831, data_time: 0.006, memory: 6455, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1518, loss: 1.1518, grad_norm: 7.0580 2021-07-18 14:47:18,559 - mmaction - INFO - Epoch [256][1480/1879] lr: 3.765e-06, eta: 0:05:40, time: 0.829, data_time: 0.005, memory: 6455, top1_acc: 0.7172, top5_acc: 0.8602, loss_cls: 1.2472, loss: 1.2472, grad_norm: 7.2126 2021-07-18 14:47:35,180 - mmaction - INFO - Epoch [256][1500/1879] lr: 3.765e-06, eta: 0:05:23, time: 0.833, data_time: 0.004, memory: 6455, top1_acc: 0.7152, top5_acc: 0.8816, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.2242 2021-07-18 14:47:51,753 - mmaction - INFO - Epoch [256][1520/1879] lr: 3.765e-06, eta: 0:05:06, time: 0.827, data_time: 0.005, memory: 6455, top1_acc: 0.7207, top5_acc: 0.8812, loss_cls: 1.1383, loss: 1.1383, grad_norm: 7.0607 2021-07-18 14:48:08,456 - mmaction - INFO - Epoch [256][1540/1879] lr: 3.765e-06, eta: 0:04:49, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7090, top5_acc: 0.8656, loss_cls: 1.2199, loss: 1.2199, grad_norm: 7.2292 2021-07-18 14:48:25,253 - mmaction - INFO - Epoch [256][1560/1879] lr: 3.765e-06, eta: 0:04:32, time: 0.840, data_time: 0.004, memory: 6455, top1_acc: 0.7008, top5_acc: 0.8754, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.3876 2021-07-18 14:48:41,830 - mmaction - INFO - Epoch [256][1580/1879] lr: 3.765e-06, eta: 0:04:15, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8699, loss_cls: 1.1857, loss: 1.1857, grad_norm: 7.1020 2021-07-18 14:48:58,432 - mmaction - INFO - Epoch [256][1600/1879] lr: 3.765e-06, eta: 0:03:58, time: 0.829, data_time: 0.001, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8730, loss_cls: 1.2099, loss: 1.2099, grad_norm: 7.2612 2021-07-18 14:49:15,267 - mmaction - INFO - Epoch [256][1620/1879] lr: 3.765e-06, eta: 0:03:41, time: 0.840, data_time: 0.006, memory: 6455, top1_acc: 0.7273, top5_acc: 0.8777, loss_cls: 1.1774, loss: 1.1774, grad_norm: 7.1311 2021-07-18 14:49:31,906 - mmaction - INFO - Epoch [256][1640/1879] lr: 3.765e-06, eta: 0:03:24, time: 0.832, data_time: 0.003, memory: 6455, top1_acc: 0.7215, top5_acc: 0.8855, loss_cls: 1.1486, loss: 1.1486, grad_norm: 7.0856 2021-07-18 14:49:48,540 - mmaction - INFO - Epoch [256][1660/1879] lr: 3.765e-06, eta: 0:03:06, time: 0.832, data_time: 0.007, memory: 6455, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.1249 2021-07-18 14:50:05,245 - mmaction - INFO - Epoch [256][1680/1879] lr: 3.765e-06, eta: 0:02:49, time: 0.835, data_time: 0.003, memory: 6455, top1_acc: 0.7133, top5_acc: 0.8684, loss_cls: 1.2078, loss: 1.2078, grad_norm: 7.1812 2021-07-18 14:50:22,031 - mmaction - INFO - Epoch [256][1700/1879] lr: 3.765e-06, eta: 0:02:32, time: 0.841, data_time: 0.003, memory: 6455, top1_acc: 0.7270, top5_acc: 0.8738, loss_cls: 1.1391, loss: 1.1391, grad_norm: 6.9410 2021-07-18 14:50:38,805 - mmaction - INFO - Epoch [256][1720/1879] lr: 3.765e-06, eta: 0:02:15, time: 0.838, data_time: 0.005, memory: 6455, top1_acc: 0.7098, top5_acc: 0.8809, loss_cls: 1.1749, loss: 1.1749, grad_norm: 7.1983 2021-07-18 14:50:55,346 - mmaction - INFO - Epoch [256][1740/1879] lr: 3.765e-06, eta: 0:01:58, time: 0.828, data_time: 0.004, memory: 6455, top1_acc: 0.7121, top5_acc: 0.8676, loss_cls: 1.2090, loss: 1.2090, grad_norm: 7.0899 2021-07-18 14:51:12,028 - mmaction - INFO - Epoch [256][1760/1879] lr: 3.765e-06, eta: 0:01:41, time: 0.832, data_time: 0.005, memory: 6455, top1_acc: 0.7219, top5_acc: 0.8738, loss_cls: 1.1760, loss: 1.1760, grad_norm: 7.0551 2021-07-18 14:51:28,765 - mmaction - INFO - Epoch [256][1780/1879] lr: 3.765e-06, eta: 0:01:24, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8840, loss_cls: 1.1439, loss: 1.1439, grad_norm: 7.0113 2021-07-18 14:51:45,549 - mmaction - INFO - Epoch [256][1800/1879] lr: 3.765e-06, eta: 0:01:07, time: 0.839, data_time: 0.004, memory: 6455, top1_acc: 0.7246, top5_acc: 0.8746, loss_cls: 1.1823, loss: 1.1823, grad_norm: 7.1791 2021-07-18 14:52:02,213 - mmaction - INFO - Epoch [256][1820/1879] lr: 3.765e-06, eta: 0:00:50, time: 0.830, data_time: 0.001, memory: 6455, top1_acc: 0.7223, top5_acc: 0.8676, loss_cls: 1.2095, loss: 1.2095, grad_norm: 7.0385 2021-07-18 14:52:18,781 - mmaction - INFO - Epoch [256][1840/1879] lr: 3.765e-06, eta: 0:00:33, time: 0.827, data_time: 0.003, memory: 6455, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1541, loss: 1.1541, grad_norm: 7.0782 2021-07-18 14:52:35,512 - mmaction - INFO - Epoch [256][1860/1879] lr: 3.765e-06, eta: 0:00:16, time: 0.838, data_time: 0.007, memory: 6455, top1_acc: 0.7211, top5_acc: 0.8770, loss_cls: 1.1763, loss: 1.1763, grad_norm: 7.1784 2021-07-18 14:52:56,910 - mmaction - INFO - Running Precise BN for 200 iterations 2021-07-18 14:52:56,914 - mmaction - INFO - 106 BN found 2021-07-18 14:57:43,589 - mmaction - INFO - BN stats updated 2021-07-18 14:57:45,610 - mmaction - INFO - Saving checkpoint at 256 epochs