2021-12-02 20:31:10,009 - 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: TITAN Xp 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: 0.20.0+dbf5d59 ------------------------------------------------------------ 2021-12-02 20:31:10,651 - mmaction - INFO - Distributed training: True 2021-12-02 20:31:12,430 - mmaction - INFO - Config: model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=4, speed_ratio=4, 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, fusion_kernel=7), 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=174, spatial_type='avg', dropout_ratio=0.5), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=1, max_keep_ckpts=5) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = 'modelzoo/slowfast_r50_8x8x1_256e_kinetics400_rgb_20200716-73547d2b.pth' resume_from = None workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/sthv1/rawframes' data_root_val = 'data/sthv1/rawframes' ann_file_train = 'data/sthv1/sthv1_train_list_rawframes.txt' ann_file_val = 'data/sthv1/sthv1_val_list_rawframes.txt' ann_file_test = 'data/sthv1/sthv1_val_list_rawframes.txt' sthv1_flip_label_map = dict({2: 4, 4: 2, 30: 41, 41: 30, 52: 66, 66: 52}) img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=64, 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='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict( type='Flip', flip_ratio=0.5, flip_label_map=dict({ 2: 4, 4: 2, 30: 41, 41: 30, 52: 66, 66: 52 })), 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=64, 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=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']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=64, 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=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=4, workers_per_gpu=2, test_dataloader=dict(videos_per_gpu=1), train=dict( type='RawframeDataset', ann_file='data/sthv1/sthv1_train_list_rawframes.txt', data_prefix='data/sthv1/rawframes', filename_tmpl='{:05}.jpg', pipeline=[ dict( type='SampleFrames', clip_len=64, 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='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict( type='Flip', flip_ratio=0.5, flip_label_map=dict({ 2: 4, 4: 2, 30: 41, 41: 30, 52: 66, 66: 52 })), 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/sthv1/sthv1_val_list_rawframes.txt', data_prefix='data/sthv1/rawframes', filename_tmpl='{:05}.jpg', pipeline=[ dict( type='SampleFrames', clip_len=64, 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=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']) ]), test=dict( type='RawframeDataset', ann_file='data/sthv1/sthv1_val_list_rawframes.txt', data_prefix='data/sthv1/rawframes', filename_tmpl='{:05}.jpg', pipeline=[ dict( type='SampleFrames', clip_len=64, 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=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=1, metrics=['top_k_accuracy'], start=18, gpu_collect=True) optimizer = dict(type='SGD', lr=0.06, momentum=0.9, weight_decay=1e-06) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) lr_config = dict( policy='step', step=[14, 18], warmup='linear', warmup_by_epoch=False, warmup_iters=510) total_epochs = 22 work_dir = './work_dirs/slowfast_r50_16x8x1_22e_sthv1_rgb_new' find_unused_parameters = False gpu_ids = range(0, 8) omnisource = False module_hooks = [] 2021-12-02 20:31:15,735 - mmaction - INFO - Set random seed to 1307148241, deterministic: False 2021-12-02 20:31:18,355 - mmaction - INFO - load checkpoint from modelzoo/slowfast_r50_8x8x1_256e_kinetics400_rgb_20200716-73547d2b.pth 2021-12-02 20:31:18,355 - mmaction - INFO - Use load_from_local loader 2021-12-02 20:31:18,599 - mmaction - WARNING - The model and loaded state dict do not match exactly size mismatch for cls_head.fc_cls.weight: copying a param with shape torch.Size([400, 2304]) from checkpoint, the shape in current model is torch.Size([174, 2304]). size mismatch for cls_head.fc_cls.bias: copying a param with shape torch.Size([400]) from checkpoint, the shape in current model is torch.Size([174]). 2021-12-02 20:31:18,600 - mmaction - INFO - Start running, host: linjintao@SH-IDC2-172-20-21-40, work_dir: /mnt/lustre/linjintao/try/mmaction2_dev/work_dirs/slowfast_r50_16x8x1_22e_sthv1_rgb_new 2021-12-02 20:31:18,600 - mmaction - INFO - workflow: [('train', 1)], max: 22 epochs 2021-12-02 20:32:18,075 - mmaction - INFO - Epoch [1][20/2689] lr: 8.012e-03, eta: 2 days, 0:49:48, time: 2.973, data_time: 1.583, memory: 9293, top1_acc: 0.0031, top5_acc: 0.0344, loss_cls: 5.1641, loss: 5.1641, grad_norm: 3.0144 2021-12-02 20:32:42,331 - mmaction - INFO - Epoch [1][40/2689] lr: 1.013e-02, eta: 1 day, 10:21:19, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.0078, top5_acc: 0.0453, loss_cls: 5.1438, loss: 5.1438, grad_norm: 2.9578 2021-12-02 20:33:06,653 - mmaction - INFO - Epoch [1][60/2689] lr: 1.225e-02, eta: 1 day, 5:32:58, time: 1.216, data_time: 0.002, memory: 9293, top1_acc: 0.0172, top5_acc: 0.0500, loss_cls: 5.1130, loss: 5.1130, grad_norm: 2.6770 2021-12-02 20:33:31,050 - mmaction - INFO - Epoch [1][80/2689] lr: 1.436e-02, eta: 1 day, 3:09:52, time: 1.221, data_time: 0.002, memory: 9293, top1_acc: 0.0063, top5_acc: 0.0500, loss_cls: 5.0923, loss: 5.0923, grad_norm: 2.3449 2021-12-02 20:33:55,408 - mmaction - INFO - Epoch [1][100/2689] lr: 1.648e-02, eta: 1 day, 1:43:12, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.0312, top5_acc: 0.0953, loss_cls: 5.0243, loss: 5.0243, grad_norm: 2.2225 2021-12-02 20:34:19,874 - mmaction - INFO - Epoch [1][120/2689] lr: 1.860e-02, eta: 1 day, 0:46:11, time: 1.223, data_time: 0.001, memory: 9293, top1_acc: 0.0219, top5_acc: 0.0984, loss_cls: 4.9509, loss: 4.9509, grad_norm: 2.5734 2021-12-02 20:34:44,309 - mmaction - INFO - Epoch [1][140/2689] lr: 2.072e-02, eta: 1 day, 0:05:07, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.0266, top5_acc: 0.1281, loss_cls: 4.9221, loss: 4.9221, grad_norm: 2.7894 2021-12-02 20:35:08,729 - mmaction - INFO - Epoch [1][160/2689] lr: 2.284e-02, eta: 23:34:07, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.0359, top5_acc: 0.1484, loss_cls: 4.8605, loss: 4.8605, grad_norm: 2.5988 2021-12-02 20:35:33,131 - mmaction - INFO - Epoch [1][180/2689] lr: 2.495e-02, eta: 23:09:49, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.0500, top5_acc: 0.1547, loss_cls: 4.7797, loss: 4.7797, grad_norm: 2.8923 2021-12-02 20:35:57,670 - mmaction - INFO - Epoch [1][200/2689] lr: 2.707e-02, eta: 22:50:59, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.0516, top5_acc: 0.1594, loss_cls: 4.7438, loss: 4.7438, grad_norm: 3.0126 2021-12-02 20:36:22,212 - mmaction - INFO - Epoch [1][220/2689] lr: 2.919e-02, eta: 22:35:30, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.0625, top5_acc: 0.1828, loss_cls: 4.6158, loss: 4.6158, grad_norm: 3.3131 2021-12-02 20:36:46,785 - mmaction - INFO - Epoch [1][240/2689] lr: 3.131e-02, eta: 22:22:39, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.0516, top5_acc: 0.1781, loss_cls: 4.6620, loss: 4.6620, grad_norm: 3.4460 2021-12-02 20:37:11,186 - mmaction - INFO - Epoch [1][260/2689] lr: 3.342e-02, eta: 22:11:04, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.0500, top5_acc: 0.1906, loss_cls: 4.6206, loss: 4.6206, grad_norm: 3.3197 2021-12-02 20:37:35,677 - mmaction - INFO - Epoch [1][280/2689] lr: 3.554e-02, eta: 22:01:25, time: 1.225, data_time: 0.001, memory: 9293, top1_acc: 0.0422, top5_acc: 0.2031, loss_cls: 4.6091, loss: 4.6091, grad_norm: 3.5351 2021-12-02 20:38:00,311 - mmaction - INFO - Epoch [1][300/2689] lr: 3.766e-02, eta: 21:53:26, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.0594, top5_acc: 0.1953, loss_cls: 4.6161, loss: 4.6161, grad_norm: 3.4449 2021-12-02 20:38:24,807 - mmaction - INFO - Epoch [1][320/2689] lr: 3.978e-02, eta: 21:45:56, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.0688, top5_acc: 0.2266, loss_cls: 4.5389, loss: 4.5389, grad_norm: 3.1820 2021-12-02 20:38:49,415 - mmaction - INFO - Epoch [1][340/2689] lr: 4.189e-02, eta: 21:39:43, time: 1.232, data_time: 0.002, memory: 9293, top1_acc: 0.0641, top5_acc: 0.1906, loss_cls: 4.6096, loss: 4.6096, grad_norm: 3.2832 2021-12-02 20:39:13,936 - mmaction - INFO - Epoch [1][360/2689] lr: 4.401e-02, eta: 21:33:50, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.0625, top5_acc: 0.2109, loss_cls: 4.5765, loss: 4.5765, grad_norm: 3.0264 2021-12-02 20:39:38,469 - mmaction - INFO - Epoch [1][380/2689] lr: 4.613e-02, eta: 21:28:34, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.0516, top5_acc: 0.2016, loss_cls: 4.5606, loss: 4.5606, grad_norm: 3.1818 2021-12-02 20:40:02,917 - mmaction - INFO - Epoch [1][400/2689] lr: 4.825e-02, eta: 21:23:35, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.0609, top5_acc: 0.2000, loss_cls: 4.5528, loss: 4.5528, grad_norm: 2.9251 2021-12-02 20:40:27,442 - mmaction - INFO - Epoch [1][420/2689] lr: 5.036e-02, eta: 21:19:09, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.0688, top5_acc: 0.1953, loss_cls: 4.6382, loss: 4.6382, grad_norm: 3.1433 2021-12-02 20:40:51,955 - mmaction - INFO - Epoch [1][440/2689] lr: 5.248e-02, eta: 21:15:10, time: 1.227, data_time: 0.001, memory: 9293, top1_acc: 0.0625, top5_acc: 0.2062, loss_cls: 4.5916, loss: 4.5916, grad_norm: 2.7145 2021-12-02 20:41:16,420 - mmaction - INFO - Epoch [1][460/2689] lr: 5.460e-02, eta: 21:11:20, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.0625, top5_acc: 0.1875, loss_cls: 4.6051, loss: 4.6051, grad_norm: 2.9507 2021-12-02 20:41:41,020 - mmaction - INFO - Epoch [1][480/2689] lr: 5.672e-02, eta: 21:08:02, time: 1.229, data_time: 0.001, memory: 9293, top1_acc: 0.0656, top5_acc: 0.1828, loss_cls: 4.5922, loss: 4.5922, grad_norm: 2.9814 2021-12-02 20:42:05,540 - mmaction - INFO - Epoch [1][500/2689] lr: 5.884e-02, eta: 21:04:53, time: 1.227, data_time: 0.001, memory: 9293, top1_acc: 0.0437, top5_acc: 0.1531, loss_cls: 4.7348, loss: 4.7348, grad_norm: 2.5779 2021-12-02 20:42:30,049 - mmaction - INFO - Epoch [1][520/2689] lr: 6.000e-02, eta: 21:01:51, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.0437, top5_acc: 0.1922, loss_cls: 4.5955, loss: 4.5955, grad_norm: 2.6329 2021-12-02 20:42:54,596 - mmaction - INFO - Epoch [1][540/2689] lr: 6.000e-02, eta: 20:59:08, time: 1.228, data_time: 0.001, memory: 9293, top1_acc: 0.0484, top5_acc: 0.1953, loss_cls: 4.6096, loss: 4.6096, grad_norm: 2.4232 2021-12-02 20:43:19,111 - mmaction - INFO - Epoch [1][560/2689] lr: 6.000e-02, eta: 20:56:28, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.0688, top5_acc: 0.2344, loss_cls: 4.4464, loss: 4.4464, grad_norm: 2.7563 2021-12-02 20:43:43,601 - mmaction - INFO - Epoch [1][580/2689] lr: 6.000e-02, eta: 20:53:56, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.0734, top5_acc: 0.2453, loss_cls: 4.4637, loss: 4.4637, grad_norm: 2.7554 2021-12-02 20:44:08,217 - mmaction - INFO - Epoch [1][600/2689] lr: 6.000e-02, eta: 20:51:46, time: 1.231, data_time: 0.002, memory: 9293, top1_acc: 0.0688, top5_acc: 0.1953, loss_cls: 4.5140, loss: 4.5140, grad_norm: 2.6642 2021-12-02 20:44:32,762 - mmaction - INFO - Epoch [1][620/2689] lr: 6.000e-02, eta: 20:49:36, time: 1.227, data_time: 0.002, memory: 9293, top1_acc: 0.0766, top5_acc: 0.2562, loss_cls: 4.3998, loss: 4.3998, grad_norm: 2.4728 2021-12-02 20:44:57,317 - mmaction - INFO - Epoch [1][640/2689] lr: 6.000e-02, eta: 20:47:36, time: 1.229, data_time: 0.002, memory: 9293, top1_acc: 0.0813, top5_acc: 0.2297, loss_cls: 4.4076, loss: 4.4076, grad_norm: 2.7368 2021-12-02 20:45:21,815 - mmaction - INFO - Epoch [1][660/2689] lr: 6.000e-02, eta: 20:45:31, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.0531, top5_acc: 0.2266, loss_cls: 4.4533, loss: 4.4533, grad_norm: 2.4877 2021-12-02 20:45:46,326 - mmaction - INFO - Epoch [1][680/2689] lr: 6.000e-02, eta: 20:43:39, time: 1.227, data_time: 0.002, memory: 9293, top1_acc: 0.0656, top5_acc: 0.1906, loss_cls: 4.5427, loss: 4.5427, grad_norm: 2.5495 2021-12-02 20:46:10,803 - mmaction - INFO - Epoch [1][700/2689] lr: 6.000e-02, eta: 20:41:46, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.0859, top5_acc: 0.2719, loss_cls: 4.3923, loss: 4.3923, grad_norm: 2.6664 2021-12-02 20:46:35,386 - mmaction - INFO - Epoch [1][720/2689] lr: 6.000e-02, eta: 20:40:07, time: 1.229, data_time: 0.001, memory: 9293, top1_acc: 0.0875, top5_acc: 0.2687, loss_cls: 4.3454, loss: 4.3454, grad_norm: 2.7681 2021-12-02 20:46:59,880 - mmaction - INFO - Epoch [1][740/2689] lr: 6.000e-02, eta: 20:38:23, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.0828, top5_acc: 0.2281, loss_cls: 4.4029, loss: 4.4029, grad_norm: 2.5660 2021-12-02 20:47:24,405 - mmaction - INFO - Epoch [1][760/2689] lr: 6.000e-02, eta: 20:36:49, time: 1.227, data_time: 0.001, memory: 9293, top1_acc: 0.0734, top5_acc: 0.2406, loss_cls: 4.4082, loss: 4.4082, grad_norm: 2.6499 2021-12-02 20:47:48,886 - mmaction - INFO - Epoch [1][780/2689] lr: 6.000e-02, eta: 20:35:13, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.0609, top5_acc: 0.2062, loss_cls: 4.4972, loss: 4.4972, grad_norm: 2.5954 2021-12-02 20:48:13,429 - mmaction - INFO - Epoch [1][800/2689] lr: 6.000e-02, eta: 20:33:46, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.0734, top5_acc: 0.2719, loss_cls: 4.3067, loss: 4.3067, grad_norm: 2.5855 2021-12-02 20:48:37,905 - mmaction - INFO - Epoch [1][820/2689] lr: 6.000e-02, eta: 20:32:17, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.0750, top5_acc: 0.2750, loss_cls: 4.2609, loss: 4.2609, grad_norm: 2.6159 2021-12-02 20:49:02,441 - mmaction - INFO - Epoch [1][840/2689] lr: 6.000e-02, eta: 20:30:55, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.0875, top5_acc: 0.2766, loss_cls: 4.3658, loss: 4.3658, grad_norm: 2.8349 2021-12-02 20:49:26,997 - mmaction - INFO - Epoch [1][860/2689] lr: 6.000e-02, eta: 20:29:38, time: 1.228, data_time: 0.001, memory: 9293, top1_acc: 0.0906, top5_acc: 0.2562, loss_cls: 4.3415, loss: 4.3415, grad_norm: 2.2456 2021-12-02 20:49:51,408 - mmaction - INFO - Epoch [1][880/2689] lr: 6.000e-02, eta: 20:28:13, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.1172, top5_acc: 0.2828, loss_cls: 4.2579, loss: 4.2579, grad_norm: 2.6470 2021-12-02 20:50:15,930 - mmaction - INFO - Epoch [1][900/2689] lr: 6.000e-02, eta: 20:26:58, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.0969, top5_acc: 0.2969, loss_cls: 4.2264, loss: 4.2264, grad_norm: 2.5163 2021-12-02 20:50:40,353 - mmaction - INFO - Epoch [1][920/2689] lr: 6.000e-02, eta: 20:25:38, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.1016, top5_acc: 0.2984, loss_cls: 4.1981, loss: 4.1981, grad_norm: 2.5739 2021-12-02 20:51:04,829 - mmaction - INFO - Epoch [1][940/2689] lr: 6.000e-02, eta: 20:24:25, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.1094, top5_acc: 0.2906, loss_cls: 4.1439, loss: 4.1439, grad_norm: 2.4859 2021-12-02 20:51:29,278 - mmaction - INFO - Epoch [1][960/2689] lr: 6.000e-02, eta: 20:23:10, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.0797, top5_acc: 0.2484, loss_cls: 4.2461, loss: 4.2461, grad_norm: 2.4863 2021-12-02 20:51:53,819 - mmaction - INFO - Epoch [1][980/2689] lr: 6.000e-02, eta: 20:22:07, time: 1.229, data_time: 0.002, memory: 9293, top1_acc: 0.1047, top5_acc: 0.2859, loss_cls: 4.1814, loss: 4.1814, grad_norm: 2.7855 2021-12-02 20:52:18,353 - mmaction - INFO - Epoch [1][1000/2689] lr: 6.000e-02, eta: 20:21:02, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.1109, top5_acc: 0.2891, loss_cls: 4.1468, loss: 4.1468, grad_norm: 2.4703 2021-12-02 20:52:42,812 - mmaction - INFO - Epoch [1][1020/2689] lr: 6.000e-02, eta: 20:19:54, time: 1.222, data_time: 0.001, memory: 9293, top1_acc: 0.1156, top5_acc: 0.3109, loss_cls: 4.2018, loss: 4.2018, grad_norm: 2.4517 2021-12-02 20:53:07,296 - mmaction - INFO - Epoch [1][1040/2689] lr: 6.000e-02, eta: 20:18:51, time: 1.225, data_time: 0.001, memory: 9293, top1_acc: 0.1250, top5_acc: 0.3234, loss_cls: 4.0295, loss: 4.0295, grad_norm: 2.7285 2021-12-02 20:53:31,778 - mmaction - INFO - Epoch [1][1060/2689] lr: 6.000e-02, eta: 20:17:47, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.0844, top5_acc: 0.2797, loss_cls: 4.2245, loss: 4.2245, grad_norm: 2.6820 2021-12-02 20:53:56,346 - mmaction - INFO - Epoch [1][1080/2689] lr: 6.000e-02, eta: 20:16:51, time: 1.230, data_time: 0.002, memory: 9293, top1_acc: 0.1031, top5_acc: 0.3063, loss_cls: 4.1512, loss: 4.1512, grad_norm: 2.6582 2021-12-02 20:54:20,815 - mmaction - INFO - Epoch [1][1100/2689] lr: 6.000e-02, eta: 20:15:51, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.1172, top5_acc: 0.3047, loss_cls: 4.1519, loss: 4.1519, grad_norm: 2.5989 2021-12-02 20:54:45,274 - mmaction - INFO - Epoch [1][1120/2689] lr: 6.000e-02, eta: 20:14:51, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.1094, top5_acc: 0.3266, loss_cls: 4.1324, loss: 4.1324, grad_norm: 2.5885 2021-12-02 20:55:09,679 - mmaction - INFO - Epoch [1][1140/2689] lr: 6.000e-02, eta: 20:13:50, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.0969, top5_acc: 0.2750, loss_cls: 4.2543, loss: 4.2543, grad_norm: 2.5695 2021-12-02 20:55:34,091 - mmaction - INFO - Epoch [1][1160/2689] lr: 6.000e-02, eta: 20:12:50, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.0922, top5_acc: 0.3000, loss_cls: 4.1212, loss: 4.1212, grad_norm: 2.3916 2021-12-02 20:55:58,532 - mmaction - INFO - Epoch [1][1180/2689] lr: 6.000e-02, eta: 20:11:52, time: 1.221, data_time: 0.001, memory: 9293, top1_acc: 0.1375, top5_acc: 0.3516, loss_cls: 4.0488, loss: 4.0488, grad_norm: 2.6329 2021-12-02 20:56:22,891 - mmaction - INFO - Epoch [1][1200/2689] lr: 6.000e-02, eta: 20:10:52, time: 1.219, data_time: 0.001, memory: 9293, top1_acc: 0.1141, top5_acc: 0.2953, loss_cls: 4.0657, loss: 4.0657, grad_norm: 2.6382 2021-12-02 20:56:47,244 - mmaction - INFO - Epoch [1][1220/2689] lr: 6.000e-02, eta: 20:09:53, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1141, top5_acc: 0.3250, loss_cls: 4.1133, loss: 4.1133, grad_norm: 2.5476 2021-12-02 20:57:11,684 - mmaction - INFO - Epoch [1][1240/2689] lr: 6.000e-02, eta: 20:08:59, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.1203, top5_acc: 0.3328, loss_cls: 4.0746, loss: 4.0746, grad_norm: 2.6625 2021-12-02 20:57:36,046 - mmaction - INFO - Epoch [1][1260/2689] lr: 6.000e-02, eta: 20:08:03, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1234, top5_acc: 0.3187, loss_cls: 4.0475, loss: 4.0475, grad_norm: 2.3923 2021-12-02 20:58:00,376 - mmaction - INFO - Epoch [1][1280/2689] lr: 6.000e-02, eta: 20:07:06, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.1156, top5_acc: 0.3125, loss_cls: 4.0131, loss: 4.0131, grad_norm: 2.6557 2021-12-02 20:58:24,768 - mmaction - INFO - Epoch [1][1300/2689] lr: 6.000e-02, eta: 20:06:12, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.1141, top5_acc: 0.3500, loss_cls: 4.0043, loss: 4.0043, grad_norm: 2.7834 2021-12-02 20:58:49,184 - mmaction - INFO - Epoch [1][1320/2689] lr: 6.000e-02, eta: 20:05:20, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.1094, top5_acc: 0.3031, loss_cls: 4.0433, loss: 4.0433, grad_norm: 2.6013 2021-12-02 20:59:13,654 - mmaction - INFO - Epoch [1][1340/2689] lr: 6.000e-02, eta: 20:04:33, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.1234, top5_acc: 0.3375, loss_cls: 4.0257, loss: 4.0257, grad_norm: 2.5327 2021-12-02 20:59:38,209 - mmaction - INFO - Epoch [1][1360/2689] lr: 6.000e-02, eta: 20:03:49, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.1281, top5_acc: 0.3125, loss_cls: 3.9792, loss: 3.9792, grad_norm: 2.6827 2021-12-02 21:00:02,674 - mmaction - INFO - Epoch [1][1380/2689] lr: 6.000e-02, eta: 20:03:02, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.1250, top5_acc: 0.3344, loss_cls: 4.0026, loss: 4.0026, grad_norm: 2.5444 2021-12-02 21:00:27,118 - mmaction - INFO - Epoch [1][1400/2689] lr: 6.000e-02, eta: 20:02:14, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.1156, top5_acc: 0.3016, loss_cls: 4.0751, loss: 4.0751, grad_norm: 2.3944 2021-12-02 21:00:51,554 - mmaction - INFO - Epoch [1][1420/2689] lr: 6.000e-02, eta: 20:01:27, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.1391, top5_acc: 0.3656, loss_cls: 4.0092, loss: 4.0092, grad_norm: 2.6934 2021-12-02 21:01:16,074 - mmaction - INFO - Epoch [1][1440/2689] lr: 6.000e-02, eta: 20:00:44, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.1234, top5_acc: 0.3078, loss_cls: 4.0666, loss: 4.0666, grad_norm: 2.4463 2021-12-02 21:01:40,479 - mmaction - INFO - Epoch [1][1460/2689] lr: 6.000e-02, eta: 19:59:57, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.1297, top5_acc: 0.3109, loss_cls: 4.0401, loss: 4.0401, grad_norm: 2.4437 2021-12-02 21:02:04,941 - mmaction - INFO - Epoch [1][1480/2689] lr: 6.000e-02, eta: 19:59:13, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.1422, top5_acc: 0.3625, loss_cls: 3.9469, loss: 3.9469, grad_norm: 2.3973 2021-12-02 21:02:29,296 - mmaction - INFO - Epoch [1][1500/2689] lr: 6.000e-02, eta: 19:58:25, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1109, top5_acc: 0.3453, loss_cls: 4.0297, loss: 4.0297, grad_norm: 2.4863 2021-12-02 21:02:53,620 - mmaction - INFO - Epoch [1][1520/2689] lr: 6.000e-02, eta: 19:57:37, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1375, top5_acc: 0.3766, loss_cls: 3.9093, loss: 3.9093, grad_norm: 2.6923 2021-12-02 21:03:17,952 - mmaction - INFO - Epoch [1][1540/2689] lr: 6.000e-02, eta: 19:56:49, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1547, top5_acc: 0.3469, loss_cls: 3.9459, loss: 3.9459, grad_norm: 2.5053 2021-12-02 21:03:42,305 - mmaction - INFO - Epoch [1][1560/2689] lr: 6.000e-02, eta: 19:56:03, time: 1.218, data_time: 0.001, memory: 9293, top1_acc: 0.1187, top5_acc: 0.3281, loss_cls: 4.0024, loss: 4.0024, grad_norm: 2.4816 2021-12-02 21:04:06,626 - mmaction - INFO - Epoch [1][1580/2689] lr: 6.000e-02, eta: 19:55:16, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1328, top5_acc: 0.3469, loss_cls: 3.9567, loss: 3.9567, grad_norm: 2.5551 2021-12-02 21:04:30,926 - mmaction - INFO - Epoch [1][1600/2689] lr: 6.000e-02, eta: 19:54:30, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.1219, top5_acc: 0.3500, loss_cls: 3.9634, loss: 3.9634, grad_norm: 2.4828 2021-12-02 21:04:55,269 - mmaction - INFO - Epoch [1][1620/2689] lr: 6.000e-02, eta: 19:53:45, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.1406, top5_acc: 0.3844, loss_cls: 3.8729, loss: 3.8729, grad_norm: 2.6814 2021-12-02 21:05:19,604 - mmaction - INFO - Epoch [1][1640/2689] lr: 6.000e-02, eta: 19:53:00, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.1609, top5_acc: 0.3703, loss_cls: 3.8689, loss: 3.8689, grad_norm: 2.7381 2021-12-02 21:05:43,938 - mmaction - INFO - Epoch [1][1660/2689] lr: 6.000e-02, eta: 19:52:16, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1187, top5_acc: 0.3312, loss_cls: 4.0720, loss: 4.0720, grad_norm: 2.5618 2021-12-02 21:06:08,282 - mmaction - INFO - Epoch [1][1680/2689] lr: 6.000e-02, eta: 19:51:32, time: 1.217, data_time: 0.001, memory: 9293, top1_acc: 0.1344, top5_acc: 0.3672, loss_cls: 3.8859, loss: 3.8859, grad_norm: 2.5868 2021-12-02 21:06:32,608 - mmaction - INFO - Epoch [1][1700/2689] lr: 6.000e-02, eta: 19:50:49, time: 1.217, data_time: 0.001, memory: 9293, top1_acc: 0.1313, top5_acc: 0.3672, loss_cls: 3.8944, loss: 3.8944, grad_norm: 2.3901 2021-12-02 21:06:56,947 - mmaction - INFO - Epoch [1][1720/2689] lr: 6.000e-02, eta: 19:50:07, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.1391, top5_acc: 0.3547, loss_cls: 3.8514, loss: 3.8514, grad_norm: 2.6931 2021-12-02 21:07:21,273 - mmaction - INFO - Epoch [1][1740/2689] lr: 6.000e-02, eta: 19:49:24, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1313, top5_acc: 0.4109, loss_cls: 3.7938, loss: 3.7938, grad_norm: 2.7295 2021-12-02 21:07:45,636 - mmaction - INFO - Epoch [1][1760/2689] lr: 6.000e-02, eta: 19:48:43, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1703, top5_acc: 0.3922, loss_cls: 3.7422, loss: 3.7422, grad_norm: 2.6006 2021-12-02 21:08:09,968 - mmaction - INFO - Epoch [1][1780/2689] lr: 6.000e-02, eta: 19:48:01, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.1547, top5_acc: 0.3891, loss_cls: 3.8327, loss: 3.8327, grad_norm: 2.5639 2021-12-02 21:08:34,455 - mmaction - INFO - Epoch [1][1800/2689] lr: 6.000e-02, eta: 19:47:25, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.1313, top5_acc: 0.3719, loss_cls: 3.9121, loss: 3.9121, grad_norm: 2.5246 2021-12-02 21:08:58,790 - mmaction - INFO - Epoch [1][1820/2689] lr: 6.000e-02, eta: 19:46:44, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.1453, top5_acc: 0.3656, loss_cls: 3.8354, loss: 3.8354, grad_norm: 2.5859 2021-12-02 21:09:23,158 - mmaction - INFO - Epoch [1][1840/2689] lr: 6.000e-02, eta: 19:46:05, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1406, top5_acc: 0.3578, loss_cls: 3.8696, loss: 3.8696, grad_norm: 2.5128 2021-12-02 21:09:47,482 - mmaction - INFO - Epoch [1][1860/2689] lr: 6.000e-02, eta: 19:45:24, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1688, top5_acc: 0.4156, loss_cls: 3.6991, loss: 3.6991, grad_norm: 2.5924 2021-12-02 21:10:11,808 - mmaction - INFO - Epoch [1][1880/2689] lr: 6.000e-02, eta: 19:44:44, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1625, top5_acc: 0.3875, loss_cls: 3.7392, loss: 3.7392, grad_norm: 2.7097 2021-12-02 21:10:36,133 - mmaction - INFO - Epoch [1][1900/2689] lr: 6.000e-02, eta: 19:44:04, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1422, top5_acc: 0.3766, loss_cls: 3.8766, loss: 3.8766, grad_norm: 2.6741 2021-12-02 21:11:00,462 - mmaction - INFO - Epoch [1][1920/2689] lr: 6.000e-02, eta: 19:43:25, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1656, top5_acc: 0.3781, loss_cls: 3.8589, loss: 3.8589, grad_norm: 2.5411 2021-12-02 21:11:24,779 - mmaction - INFO - Epoch [1][1940/2689] lr: 6.000e-02, eta: 19:42:46, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1266, top5_acc: 0.3844, loss_cls: 3.8148, loss: 3.8148, grad_norm: 2.6906 2021-12-02 21:11:49,062 - mmaction - INFO - Epoch [1][1960/2689] lr: 6.000e-02, eta: 19:42:06, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.1531, top5_acc: 0.4125, loss_cls: 3.7382, loss: 3.7382, grad_norm: 2.5186 2021-12-02 21:12:13,369 - mmaction - INFO - Epoch [1][1980/2689] lr: 6.000e-02, eta: 19:41:27, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.1469, top5_acc: 0.3969, loss_cls: 3.8285, loss: 3.8285, grad_norm: 2.5873 2021-12-02 21:12:37,702 - mmaction - INFO - Epoch [1][2000/2689] lr: 6.000e-02, eta: 19:40:49, time: 1.217, data_time: 0.001, memory: 9293, top1_acc: 0.1500, top5_acc: 0.3703, loss_cls: 3.8322, loss: 3.8322, grad_norm: 2.6150 2021-12-02 21:13:02,025 - mmaction - INFO - Epoch [1][2020/2689] lr: 6.000e-02, eta: 19:40:10, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1359, top5_acc: 0.3578, loss_cls: 3.8646, loss: 3.8646, grad_norm: 2.2264 2021-12-02 21:13:26,338 - mmaction - INFO - Epoch [1][2040/2689] lr: 6.000e-02, eta: 19:39:33, time: 1.216, data_time: 0.001, memory: 9293, top1_acc: 0.1562, top5_acc: 0.3937, loss_cls: 3.7846, loss: 3.7846, grad_norm: 2.4510 2021-12-02 21:13:50,649 - mmaction - INFO - Epoch [1][2060/2689] lr: 6.000e-02, eta: 19:38:55, time: 1.216, data_time: 0.001, memory: 9293, top1_acc: 0.1797, top5_acc: 0.3984, loss_cls: 3.7337, loss: 3.7337, grad_norm: 2.5417 2021-12-02 21:14:15,095 - mmaction - INFO - Epoch [1][2080/2689] lr: 6.000e-02, eta: 19:38:21, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.1531, top5_acc: 0.3812, loss_cls: 3.8181, loss: 3.8181, grad_norm: 2.6675 2021-12-02 21:14:39,563 - mmaction - INFO - Epoch [1][2100/2689] lr: 6.000e-02, eta: 19:37:48, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.1578, top5_acc: 0.4047, loss_cls: 3.7648, loss: 3.7648, grad_norm: 2.6334 2021-12-02 21:15:04,002 - mmaction - INFO - Epoch [1][2120/2689] lr: 6.000e-02, eta: 19:37:14, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.1625, top5_acc: 0.3969, loss_cls: 3.7168, loss: 3.7168, grad_norm: 2.4664 2021-12-02 21:15:28,381 - mmaction - INFO - Epoch [1][2140/2689] lr: 6.000e-02, eta: 19:36:39, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.1516, top5_acc: 0.3719, loss_cls: 3.7574, loss: 3.7574, grad_norm: 2.5543 2021-12-02 21:15:52,885 - mmaction - INFO - Epoch [1][2160/2689] lr: 6.000e-02, eta: 19:36:07, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.1484, top5_acc: 0.3797, loss_cls: 3.7594, loss: 3.7594, grad_norm: 2.4509 2021-12-02 21:16:17,486 - mmaction - INFO - Epoch [1][2180/2689] lr: 6.000e-02, eta: 19:35:38, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.1609, top5_acc: 0.3844, loss_cls: 3.7768, loss: 3.7768, grad_norm: 2.4879 2021-12-02 21:16:41,968 - mmaction - INFO - Epoch [1][2200/2689] lr: 6.000e-02, eta: 19:35:06, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.1422, top5_acc: 0.3953, loss_cls: 3.8015, loss: 3.8015, grad_norm: 2.4384 2021-12-02 21:17:06,459 - mmaction - INFO - Epoch [1][2220/2689] lr: 6.000e-02, eta: 19:34:35, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.1562, top5_acc: 0.3984, loss_cls: 3.7944, loss: 3.7944, grad_norm: 2.4064 2021-12-02 21:17:31,031 - mmaction - INFO - Epoch [1][2240/2689] lr: 6.000e-02, eta: 19:34:05, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.1547, top5_acc: 0.3922, loss_cls: 3.7262, loss: 3.7262, grad_norm: 2.4976 2021-12-02 21:17:55,564 - mmaction - INFO - Epoch [1][2260/2689] lr: 6.000e-02, eta: 19:33:35, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.1969, top5_acc: 0.4250, loss_cls: 3.6561, loss: 3.6561, grad_norm: 2.5325 2021-12-02 21:18:20,124 - mmaction - INFO - Epoch [1][2280/2689] lr: 6.000e-02, eta: 19:33:06, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.1656, top5_acc: 0.4031, loss_cls: 3.7071, loss: 3.7071, grad_norm: 2.6274 2021-12-02 21:18:44,483 - mmaction - INFO - Epoch [1][2300/2689] lr: 6.000e-02, eta: 19:32:31, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1641, top5_acc: 0.4234, loss_cls: 3.6616, loss: 3.6616, grad_norm: 2.5335 2021-12-02 21:19:09,091 - mmaction - INFO - Epoch [1][2320/2689] lr: 6.000e-02, eta: 19:32:03, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.1781, top5_acc: 0.4406, loss_cls: 3.6714, loss: 3.6714, grad_norm: 2.5185 2021-12-02 21:19:33,599 - mmaction - INFO - Epoch [1][2340/2689] lr: 6.000e-02, eta: 19:31:33, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.1703, top5_acc: 0.4391, loss_cls: 3.6002, loss: 3.6002, grad_norm: 2.4789 2021-12-02 21:19:58,179 - mmaction - INFO - Epoch [1][2360/2689] lr: 6.000e-02, eta: 19:31:04, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.1688, top5_acc: 0.4094, loss_cls: 3.7533, loss: 3.7533, grad_norm: 2.6244 2021-12-02 21:20:22,770 - mmaction - INFO - Epoch [1][2380/2689] lr: 6.000e-02, eta: 19:30:36, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.2062, top5_acc: 0.4328, loss_cls: 3.6013, loss: 3.6013, grad_norm: 2.3874 2021-12-02 21:20:47,262 - mmaction - INFO - Epoch [1][2400/2689] lr: 6.000e-02, eta: 19:30:05, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.1578, top5_acc: 0.4109, loss_cls: 3.7120, loss: 3.7120, grad_norm: 2.5109 2021-12-02 21:21:11,699 - mmaction - INFO - Epoch [1][2420/2689] lr: 6.000e-02, eta: 19:29:33, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.1859, top5_acc: 0.4313, loss_cls: 3.6167, loss: 3.6167, grad_norm: 2.5388 2021-12-02 21:21:36,039 - mmaction - INFO - Epoch [1][2440/2689] lr: 6.000e-02, eta: 19:28:59, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.1969, top5_acc: 0.4234, loss_cls: 3.6067, loss: 3.6067, grad_norm: 2.4989 2021-12-02 21:22:00,398 - mmaction - INFO - Epoch [1][2460/2689] lr: 6.000e-02, eta: 19:28:26, time: 1.218, data_time: 0.001, memory: 9293, top1_acc: 0.2094, top5_acc: 0.4391, loss_cls: 3.5553, loss: 3.5553, grad_norm: 2.4195 2021-12-02 21:22:24,732 - mmaction - INFO - Epoch [1][2480/2689] lr: 6.000e-02, eta: 19:27:52, time: 1.217, data_time: 0.001, memory: 9293, top1_acc: 0.2031, top5_acc: 0.4531, loss_cls: 3.5481, loss: 3.5481, grad_norm: 2.7868 2021-12-02 21:22:49,083 - mmaction - INFO - Epoch [1][2500/2689] lr: 6.000e-02, eta: 19:27:19, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1688, top5_acc: 0.4375, loss_cls: 3.6300, loss: 3.6300, grad_norm: 2.5940 2021-12-02 21:23:13,409 - mmaction - INFO - Epoch [1][2520/2689] lr: 6.000e-02, eta: 19:26:45, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1469, top5_acc: 0.4094, loss_cls: 3.7469, loss: 3.7469, grad_norm: 2.4775 2021-12-02 21:23:37,734 - mmaction - INFO - Epoch [1][2540/2689] lr: 6.000e-02, eta: 19:26:12, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1781, top5_acc: 0.4484, loss_cls: 3.5940, loss: 3.5940, grad_norm: 2.6666 2021-12-02 21:24:02,045 - mmaction - INFO - Epoch [1][2560/2689] lr: 6.000e-02, eta: 19:25:38, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.1703, top5_acc: 0.4391, loss_cls: 3.5828, loss: 3.5828, grad_norm: 2.6890 2021-12-02 21:24:26,339 - mmaction - INFO - Epoch [1][2580/2689] lr: 6.000e-02, eta: 19:25:04, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.1766, top5_acc: 0.4234, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.6105 2021-12-02 21:24:50,626 - mmaction - INFO - Epoch [1][2600/2689] lr: 6.000e-02, eta: 19:24:30, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.1922, top5_acc: 0.4375, loss_cls: 3.7024, loss: 3.7024, grad_norm: 2.4297 2021-12-02 21:25:14,907 - mmaction - INFO - Epoch [1][2620/2689] lr: 6.000e-02, eta: 19:23:56, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.1703, top5_acc: 0.4562, loss_cls: 3.6207, loss: 3.6207, grad_norm: 2.3452 2021-12-02 21:25:39,208 - mmaction - INFO - Epoch [1][2640/2689] lr: 6.000e-02, eta: 19:23:23, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.1641, top5_acc: 0.4000, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.7206 2021-12-02 21:26:03,504 - mmaction - INFO - Epoch [1][2660/2689] lr: 6.000e-02, eta: 19:22:49, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.1703, top5_acc: 0.3828, loss_cls: 3.7524, loss: 3.7524, grad_norm: 2.3484 2021-12-02 21:26:27,793 - mmaction - INFO - Epoch [1][2680/2689] lr: 6.000e-02, eta: 19:22:16, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.2000, top5_acc: 0.4391, loss_cls: 3.5867, loss: 3.5867, grad_norm: 2.3888 2021-12-02 21:26:38,857 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-12-02 21:27:31,851 - mmaction - INFO - Epoch [2][20/2689] lr: 6.000e-02, eta: 19:27:00, time: 2.559, data_time: 1.357, memory: 9293, top1_acc: 0.1750, top5_acc: 0.4672, loss_cls: 3.5631, loss: 3.5631, grad_norm: 2.4573 2021-12-02 21:27:55,911 - mmaction - INFO - Epoch [2][40/2689] lr: 6.000e-02, eta: 19:26:20, time: 1.203, data_time: 0.002, memory: 9293, top1_acc: 0.1781, top5_acc: 0.4406, loss_cls: 3.5544, loss: 3.5544, grad_norm: 2.5272 2021-12-02 21:28:20,013 - mmaction - INFO - Epoch [2][60/2689] lr: 6.000e-02, eta: 19:25:41, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.1875, top5_acc: 0.4500, loss_cls: 3.5171, loss: 3.5171, grad_norm: 2.5898 2021-12-02 21:28:44,164 - mmaction - INFO - Epoch [2][80/2689] lr: 6.000e-02, eta: 19:25:03, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.1656, top5_acc: 0.4469, loss_cls: 3.5759, loss: 3.5759, grad_norm: 2.4481 2021-12-02 21:29:08,340 - mmaction - INFO - Epoch [2][100/2689] lr: 6.000e-02, eta: 19:24:26, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.1922, top5_acc: 0.4406, loss_cls: 3.5914, loss: 3.5914, grad_norm: 2.6157 2021-12-02 21:29:32,521 - mmaction - INFO - Epoch [2][120/2689] lr: 6.000e-02, eta: 19:23:49, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2047, top5_acc: 0.4375, loss_cls: 3.5737, loss: 3.5737, grad_norm: 2.5296 2021-12-02 21:29:56,707 - mmaction - INFO - Epoch [2][140/2689] lr: 6.000e-02, eta: 19:23:12, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.1844, top5_acc: 0.4359, loss_cls: 3.6296, loss: 3.6296, grad_norm: 2.4450 2021-12-02 21:30:20,912 - mmaction - INFO - Epoch [2][160/2689] lr: 6.000e-02, eta: 19:22:36, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.1938, top5_acc: 0.4484, loss_cls: 3.5649, loss: 3.5649, grad_norm: 2.5384 2021-12-02 21:30:45,115 - mmaction - INFO - Epoch [2][180/2689] lr: 6.000e-02, eta: 19:22:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.4117, loss: 3.4117, grad_norm: 2.4617 2021-12-02 21:31:09,316 - mmaction - INFO - Epoch [2][200/2689] lr: 6.000e-02, eta: 19:21:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.1938, top5_acc: 0.4469, loss_cls: 3.5602, loss: 3.5602, grad_norm: 2.7135 2021-12-02 21:31:33,569 - mmaction - INFO - Epoch [2][220/2689] lr: 6.000e-02, eta: 19:20:49, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.1969, top5_acc: 0.4516, loss_cls: 3.5756, loss: 3.5756, grad_norm: 2.4049 2021-12-02 21:31:57,829 - mmaction - INFO - Epoch [2][240/2689] lr: 6.000e-02, eta: 19:20:15, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.1875, top5_acc: 0.4453, loss_cls: 3.5191, loss: 3.5191, grad_norm: 2.4038 2021-12-02 21:32:22,152 - mmaction - INFO - Epoch [2][260/2689] lr: 6.000e-02, eta: 19:19:42, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.2141, top5_acc: 0.4547, loss_cls: 3.4808, loss: 3.4808, grad_norm: 2.5716 2021-12-02 21:32:46,686 - mmaction - INFO - Epoch [2][280/2689] lr: 6.000e-02, eta: 19:19:13, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.1969, top5_acc: 0.4656, loss_cls: 3.4588, loss: 3.4588, grad_norm: 2.4833 2021-12-02 21:33:11,038 - mmaction - INFO - Epoch [2][300/2689] lr: 6.000e-02, eta: 19:18:40, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1734, top5_acc: 0.4406, loss_cls: 3.5731, loss: 3.5731, grad_norm: 2.4451 2021-12-02 21:33:35,620 - mmaction - INFO - Epoch [2][320/2689] lr: 6.000e-02, eta: 19:18:12, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.2109, top5_acc: 0.4625, loss_cls: 3.5045, loss: 3.5045, grad_norm: 2.5270 2021-12-02 21:34:00,210 - mmaction - INFO - Epoch [2][340/2689] lr: 6.000e-02, eta: 19:17:45, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.1859, top5_acc: 0.4750, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.5120 2021-12-02 21:34:24,727 - mmaction - INFO - Epoch [2][360/2689] lr: 6.000e-02, eta: 19:17:16, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.2203, top5_acc: 0.4469, loss_cls: 3.5261, loss: 3.5261, grad_norm: 2.4512 2021-12-02 21:34:49,185 - mmaction - INFO - Epoch [2][380/2689] lr: 6.000e-02, eta: 19:16:45, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.2375, top5_acc: 0.4922, loss_cls: 3.4910, loss: 3.4910, grad_norm: 2.6021 2021-12-02 21:35:13,557 - mmaction - INFO - Epoch [2][400/2689] lr: 6.000e-02, eta: 19:16:14, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.1688, top5_acc: 0.4141, loss_cls: 3.6530, loss: 3.6530, grad_norm: 2.4253 2021-12-02 21:35:38,062 - mmaction - INFO - Epoch [2][420/2689] lr: 6.000e-02, eta: 19:15:45, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.2156, top5_acc: 0.4906, loss_cls: 3.3660, loss: 3.3660, grad_norm: 2.4858 2021-12-02 21:36:02,480 - mmaction - INFO - Epoch [2][440/2689] lr: 6.000e-02, eta: 19:15:14, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.1828, top5_acc: 0.4703, loss_cls: 3.4751, loss: 3.4751, grad_norm: 2.5426 2021-12-02 21:36:27,070 - mmaction - INFO - Epoch [2][460/2689] lr: 6.000e-02, eta: 19:14:47, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.2141, top5_acc: 0.4469, loss_cls: 3.4953, loss: 3.4953, grad_norm: 2.5236 2021-12-02 21:36:51,363 - mmaction - INFO - Epoch [2][480/2689] lr: 6.000e-02, eta: 19:14:14, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.1953, top5_acc: 0.4578, loss_cls: 3.4661, loss: 3.4661, grad_norm: 2.6357 2021-12-02 21:37:15,722 - mmaction - INFO - Epoch [2][500/2689] lr: 6.000e-02, eta: 19:13:43, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.1984, top5_acc: 0.4875, loss_cls: 3.4806, loss: 3.4806, grad_norm: 2.3974 2021-12-02 21:37:40,250 - mmaction - INFO - Epoch [2][520/2689] lr: 6.000e-02, eta: 19:13:14, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.2156, top5_acc: 0.5016, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.3989 2021-12-02 21:38:04,591 - mmaction - INFO - Epoch [2][540/2689] lr: 6.000e-02, eta: 19:12:43, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.2125, top5_acc: 0.4906, loss_cls: 3.4162, loss: 3.4162, grad_norm: 2.5219 2021-12-02 21:38:28,813 - mmaction - INFO - Epoch [2][560/2689] lr: 6.000e-02, eta: 19:12:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.1984, top5_acc: 0.4672, loss_cls: 3.5321, loss: 3.5321, grad_norm: 2.6129 2021-12-02 21:38:53,069 - mmaction - INFO - Epoch [2][580/2689] lr: 6.000e-02, eta: 19:11:36, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.1906, top5_acc: 0.4813, loss_cls: 3.4317, loss: 3.4317, grad_norm: 2.5216 2021-12-02 21:39:17,324 - mmaction - INFO - Epoch [2][600/2689] lr: 6.000e-02, eta: 19:11:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.1906, top5_acc: 0.4719, loss_cls: 3.4521, loss: 3.4521, grad_norm: 2.5239 2021-12-02 21:39:41,560 - mmaction - INFO - Epoch [2][620/2689] lr: 6.000e-02, eta: 19:10:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2109, top5_acc: 0.5047, loss_cls: 3.3521, loss: 3.3521, grad_norm: 2.3875 2021-12-02 21:40:05,802 - mmaction - INFO - Epoch [2][640/2689] lr: 6.000e-02, eta: 19:09:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2062, top5_acc: 0.4656, loss_cls: 3.4862, loss: 3.4862, grad_norm: 2.4871 2021-12-02 21:40:30,018 - mmaction - INFO - Epoch [2][660/2689] lr: 6.000e-02, eta: 19:09:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2266, top5_acc: 0.4906, loss_cls: 3.3540, loss: 3.3540, grad_norm: 2.6235 2021-12-02 21:40:54,223 - mmaction - INFO - Epoch [2][680/2689] lr: 6.000e-02, eta: 19:08:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.1891, top5_acc: 0.4891, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.5814 2021-12-02 21:41:18,429 - mmaction - INFO - Epoch [2][700/2689] lr: 6.000e-02, eta: 19:08:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2094, top5_acc: 0.4813, loss_cls: 3.4802, loss: 3.4802, grad_norm: 2.5986 2021-12-02 21:41:42,643 - mmaction - INFO - Epoch [2][720/2689] lr: 6.000e-02, eta: 19:07:46, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.1719, top5_acc: 0.4437, loss_cls: 3.5196, loss: 3.5196, grad_norm: 2.5011 2021-12-02 21:42:06,838 - mmaction - INFO - Epoch [2][740/2689] lr: 6.000e-02, eta: 19:07:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2250, top5_acc: 0.4766, loss_cls: 3.4188, loss: 3.4188, grad_norm: 2.6344 2021-12-02 21:42:31,018 - mmaction - INFO - Epoch [2][760/2689] lr: 6.000e-02, eta: 19:06:40, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2156, top5_acc: 0.5078, loss_cls: 3.3896, loss: 3.3896, grad_norm: 2.3849 2021-12-02 21:42:55,206 - mmaction - INFO - Epoch [2][780/2689] lr: 6.000e-02, eta: 19:06:07, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2203, top5_acc: 0.4891, loss_cls: 3.4007, loss: 3.4007, grad_norm: 2.5754 2021-12-02 21:43:19,376 - mmaction - INFO - Epoch [2][800/2689] lr: 6.000e-02, eta: 19:05:34, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.2109, top5_acc: 0.4766, loss_cls: 3.4435, loss: 3.4435, grad_norm: 2.5753 2021-12-02 21:43:43,560 - mmaction - INFO - Epoch [2][820/2689] lr: 6.000e-02, eta: 19:05:01, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.2422, top5_acc: 0.5094, loss_cls: 3.3327, loss: 3.3327, grad_norm: 2.4130 2021-12-02 21:44:07,744 - mmaction - INFO - Epoch [2][840/2689] lr: 6.000e-02, eta: 19:04:28, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2062, top5_acc: 0.5141, loss_cls: 3.3300, loss: 3.3300, grad_norm: 2.5495 2021-12-02 21:44:31,922 - mmaction - INFO - Epoch [2][860/2689] lr: 6.000e-02, eta: 19:03:55, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2078, top5_acc: 0.4813, loss_cls: 3.4660, loss: 3.4660, grad_norm: 2.4510 2021-12-02 21:44:56,087 - mmaction - INFO - Epoch [2][880/2689] lr: 6.000e-02, eta: 19:03:23, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.2234, top5_acc: 0.5000, loss_cls: 3.4322, loss: 3.4322, grad_norm: 2.4929 2021-12-02 21:45:20,288 - mmaction - INFO - Epoch [2][900/2689] lr: 6.000e-02, eta: 19:02:51, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.1844, top5_acc: 0.4609, loss_cls: 3.4767, loss: 3.4767, grad_norm: 2.5265 2021-12-02 21:45:44,488 - mmaction - INFO - Epoch [2][920/2689] lr: 6.000e-02, eta: 19:02:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2141, top5_acc: 0.4859, loss_cls: 3.4235, loss: 3.4235, grad_norm: 2.4322 2021-12-02 21:46:08,676 - mmaction - INFO - Epoch [2][940/2689] lr: 6.000e-02, eta: 19:01:46, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.2188, top5_acc: 0.5062, loss_cls: 3.3522, loss: 3.3522, grad_norm: 2.3973 2021-12-02 21:46:32,860 - mmaction - INFO - Epoch [2][960/2689] lr: 6.000e-02, eta: 19:01:14, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2109, top5_acc: 0.4891, loss_cls: 3.3773, loss: 3.3773, grad_norm: 2.4362 2021-12-02 21:46:57,073 - mmaction - INFO - Epoch [2][980/2689] lr: 6.000e-02, eta: 19:00:43, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2172, top5_acc: 0.4781, loss_cls: 3.4373, loss: 3.4373, grad_norm: 2.4075 2021-12-02 21:47:21,261 - mmaction - INFO - Epoch [2][1000/2689] lr: 6.000e-02, eta: 19:00:11, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2437, top5_acc: 0.5094, loss_cls: 3.3099, loss: 3.3099, grad_norm: 2.4865 2021-12-02 21:47:45,461 - mmaction - INFO - Epoch [2][1020/2689] lr: 6.000e-02, eta: 18:59:39, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.4311, loss: 3.4311, grad_norm: 2.5042 2021-12-02 21:48:09,648 - mmaction - INFO - Epoch [2][1040/2689] lr: 6.000e-02, eta: 18:59:07, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2125, top5_acc: 0.4750, loss_cls: 3.4314, loss: 3.4314, grad_norm: 2.3515 2021-12-02 21:48:33,895 - mmaction - INFO - Epoch [2][1060/2689] lr: 6.000e-02, eta: 18:58:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.1875, top5_acc: 0.4875, loss_cls: 3.4782, loss: 3.4782, grad_norm: 2.4201 2021-12-02 21:48:58,109 - mmaction - INFO - Epoch [2][1080/2689] lr: 6.000e-02, eta: 18:58:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2313, top5_acc: 0.5031, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.4016 2021-12-02 21:49:22,353 - mmaction - INFO - Epoch [2][1100/2689] lr: 6.000e-02, eta: 18:57:35, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2203, top5_acc: 0.4750, loss_cls: 3.4687, loss: 3.4687, grad_norm: 2.5225 2021-12-02 21:49:46,563 - mmaction - INFO - Epoch [2][1120/2689] lr: 6.000e-02, eta: 18:57:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2203, top5_acc: 0.4922, loss_cls: 3.4370, loss: 3.4370, grad_norm: 2.3070 2021-12-02 21:50:10,771 - mmaction - INFO - Epoch [2][1140/2689] lr: 6.000e-02, eta: 18:56:32, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2359, top5_acc: 0.5109, loss_cls: 3.3328, loss: 3.3328, grad_norm: 2.4951 2021-12-02 21:50:34,981 - mmaction - INFO - Epoch [2][1160/2689] lr: 6.000e-02, eta: 18:56:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2234, top5_acc: 0.4922, loss_cls: 3.3457, loss: 3.3457, grad_norm: 2.5290 2021-12-02 21:50:59,220 - mmaction - INFO - Epoch [2][1180/2689] lr: 6.000e-02, eta: 18:55:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2172, top5_acc: 0.5078, loss_cls: 3.3883, loss: 3.3883, grad_norm: 2.4705 2021-12-02 21:51:23,444 - mmaction - INFO - Epoch [2][1200/2689] lr: 6.000e-02, eta: 18:55:00, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.2109, top5_acc: 0.5125, loss_cls: 3.3044, loss: 3.3044, grad_norm: 2.4179 2021-12-02 21:51:47,689 - mmaction - INFO - Epoch [2][1220/2689] lr: 6.000e-02, eta: 18:54:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2000, top5_acc: 0.4906, loss_cls: 3.3517, loss: 3.3517, grad_norm: 2.6290 2021-12-02 21:52:11,939 - mmaction - INFO - Epoch [2][1240/2689] lr: 6.000e-02, eta: 18:54:00, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2375, top5_acc: 0.5188, loss_cls: 3.3245, loss: 3.3245, grad_norm: 2.5105 2021-12-02 21:52:36,199 - mmaction - INFO - Epoch [2][1260/2689] lr: 6.000e-02, eta: 18:53:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.2266, top5_acc: 0.5156, loss_cls: 3.4037, loss: 3.4037, grad_norm: 2.6544 2021-12-02 21:53:00,421 - mmaction - INFO - Epoch [2][1280/2689] lr: 6.000e-02, eta: 18:53:00, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2078, top5_acc: 0.4766, loss_cls: 3.4154, loss: 3.4154, grad_norm: 2.4638 2021-12-02 21:53:24,645 - mmaction - INFO - Epoch [2][1300/2689] lr: 6.000e-02, eta: 18:52:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2188, top5_acc: 0.5062, loss_cls: 3.3395, loss: 3.3395, grad_norm: 2.4588 2021-12-02 21:53:48,885 - mmaction - INFO - Epoch [2][1320/2689] lr: 6.000e-02, eta: 18:51:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.3773, loss: 3.3773, grad_norm: 2.4221 2021-12-02 21:54:13,116 - mmaction - INFO - Epoch [2][1340/2689] lr: 6.000e-02, eta: 18:51:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2047, top5_acc: 0.4813, loss_cls: 3.3813, loss: 3.3813, grad_norm: 2.4472 2021-12-02 21:54:37,343 - mmaction - INFO - Epoch [2][1360/2689] lr: 6.000e-02, eta: 18:50:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2375, top5_acc: 0.4984, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.5165 2021-12-02 21:55:01,595 - mmaction - INFO - Epoch [2][1380/2689] lr: 6.000e-02, eta: 18:50:29, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.2313, top5_acc: 0.5172, loss_cls: 3.2429, loss: 3.2429, grad_norm: 2.5279 2021-12-02 21:55:25,837 - mmaction - INFO - Epoch [2][1400/2689] lr: 6.000e-02, eta: 18:49:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5141, loss_cls: 3.1995, loss: 3.1995, grad_norm: 2.5463 2021-12-02 21:55:50,043 - mmaction - INFO - Epoch [2][1420/2689] lr: 6.000e-02, eta: 18:49:29, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.4098, loss: 3.4098, grad_norm: 2.2887 2021-12-02 21:56:14,260 - mmaction - INFO - Epoch [2][1440/2689] lr: 6.000e-02, eta: 18:48:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2391, top5_acc: 0.5234, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.3018 2021-12-02 21:56:38,452 - mmaction - INFO - Epoch [2][1460/2689] lr: 6.000e-02, eta: 18:48:29, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2344, top5_acc: 0.5141, loss_cls: 3.2701, loss: 3.2701, grad_norm: 2.3910 2021-12-02 21:57:02,676 - mmaction - INFO - Epoch [2][1480/2689] lr: 6.000e-02, eta: 18:47:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5656, loss_cls: 3.0677, loss: 3.0677, grad_norm: 2.5087 2021-12-02 21:57:26,901 - mmaction - INFO - Epoch [2][1500/2689] lr: 6.000e-02, eta: 18:47:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2344, top5_acc: 0.5172, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.4160 2021-12-02 21:57:51,109 - mmaction - INFO - Epoch [2][1520/2689] lr: 6.000e-02, eta: 18:46:59, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5500, loss_cls: 3.0735, loss: 3.0735, grad_norm: 2.3937 2021-12-02 21:58:15,319 - mmaction - INFO - Epoch [2][1540/2689] lr: 6.000e-02, eta: 18:46:30, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2234, top5_acc: 0.4969, loss_cls: 3.3936, loss: 3.3936, grad_norm: 2.5592 2021-12-02 21:58:39,543 - mmaction - INFO - Epoch [2][1560/2689] lr: 6.000e-02, eta: 18:46:00, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2281, top5_acc: 0.4969, loss_cls: 3.3322, loss: 3.3322, grad_norm: 2.4356 2021-12-02 21:59:03,751 - mmaction - INFO - Epoch [2][1580/2689] lr: 6.000e-02, eta: 18:45:30, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2297, top5_acc: 0.5172, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.4395 2021-12-02 21:59:27,950 - mmaction - INFO - Epoch [2][1600/2689] lr: 6.000e-02, eta: 18:45:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.1316, loss: 3.1316, grad_norm: 2.4985 2021-12-02 21:59:52,177 - mmaction - INFO - Epoch [2][1620/2689] lr: 6.000e-02, eta: 18:44:31, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.2461, loss: 3.2461, grad_norm: 2.5296 2021-12-02 22:00:16,388 - mmaction - INFO - Epoch [2][1640/2689] lr: 6.000e-02, eta: 18:44:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5109, loss_cls: 3.2807, loss: 3.2807, grad_norm: 2.5238 2021-12-02 22:00:40,597 - mmaction - INFO - Epoch [2][1660/2689] lr: 6.000e-02, eta: 18:43:32, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2297, top5_acc: 0.4906, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.4143 2021-12-02 22:01:04,809 - mmaction - INFO - Epoch [2][1680/2689] lr: 6.000e-02, eta: 18:43:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2391, top5_acc: 0.5172, loss_cls: 3.2091, loss: 3.2091, grad_norm: 2.4142 2021-12-02 22:01:29,005 - mmaction - INFO - Epoch [2][1700/2689] lr: 6.000e-02, eta: 18:42:33, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2422, top5_acc: 0.5109, loss_cls: 3.2899, loss: 3.2899, grad_norm: 2.5055 2021-12-02 22:01:53,232 - mmaction - INFO - Epoch [2][1720/2689] lr: 6.000e-02, eta: 18:42:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2453, top5_acc: 0.5219, loss_cls: 3.2176, loss: 3.2176, grad_norm: 2.4913 2021-12-02 22:02:17,464 - mmaction - INFO - Epoch [2][1740/2689] lr: 6.000e-02, eta: 18:41:35, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.2250, top5_acc: 0.5437, loss_cls: 3.2241, loss: 3.2241, grad_norm: 2.5581 2021-12-02 22:02:41,680 - mmaction - INFO - Epoch [2][1760/2689] lr: 6.000e-02, eta: 18:41:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2609, top5_acc: 0.5359, loss_cls: 3.2418, loss: 3.2418, grad_norm: 2.5863 2021-12-02 22:03:05,913 - mmaction - INFO - Epoch [2][1780/2689] lr: 6.000e-02, eta: 18:40:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.3029, loss: 3.3029, grad_norm: 2.3924 2021-12-02 22:03:30,133 - mmaction - INFO - Epoch [2][1800/2689] lr: 6.000e-02, eta: 18:40:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5188, loss_cls: 3.2478, loss: 3.2478, grad_norm: 2.4097 2021-12-02 22:03:54,358 - mmaction - INFO - Epoch [2][1820/2689] lr: 6.000e-02, eta: 18:39:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2391, top5_acc: 0.5109, loss_cls: 3.2972, loss: 3.2972, grad_norm: 2.5663 2021-12-02 22:04:18,601 - mmaction - INFO - Epoch [2][1840/2689] lr: 6.000e-02, eta: 18:39:10, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2219, top5_acc: 0.5078, loss_cls: 3.3005, loss: 3.3005, grad_norm: 2.4371 2021-12-02 22:04:42,802 - mmaction - INFO - Epoch [2][1860/2689] lr: 6.000e-02, eta: 18:38:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2297, top5_acc: 0.5141, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.3939 2021-12-02 22:05:07,051 - mmaction - INFO - Epoch [2][1880/2689] lr: 6.000e-02, eta: 18:38:12, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.3752 2021-12-02 22:05:31,295 - mmaction - INFO - Epoch [2][1900/2689] lr: 6.000e-02, eta: 18:37:43, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5203, loss_cls: 3.1906, loss: 3.1906, grad_norm: 2.4194 2021-12-02 22:05:55,559 - mmaction - INFO - Epoch [2][1920/2689] lr: 6.000e-02, eta: 18:37:15, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5516, loss_cls: 3.1294, loss: 3.1294, grad_norm: 2.4552 2021-12-02 22:06:19,795 - mmaction - INFO - Epoch [2][1940/2689] lr: 6.000e-02, eta: 18:36:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2609, top5_acc: 0.5375, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.4834 2021-12-02 22:06:44,020 - mmaction - INFO - Epoch [2][1960/2689] lr: 6.000e-02, eta: 18:36:18, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5297, loss_cls: 3.2220, loss: 3.2220, grad_norm: 2.6044 2021-12-02 22:07:08,259 - mmaction - INFO - Epoch [2][1980/2689] lr: 6.000e-02, eta: 18:35:49, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2344, top5_acc: 0.5062, loss_cls: 3.2705, loss: 3.2705, grad_norm: 2.4575 2021-12-02 22:07:32,492 - mmaction - INFO - Epoch [2][2000/2689] lr: 6.000e-02, eta: 18:35:21, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2469, top5_acc: 0.5344, loss_cls: 3.2218, loss: 3.2218, grad_norm: 2.3512 2021-12-02 22:07:56,733 - mmaction - INFO - Epoch [2][2020/2689] lr: 6.000e-02, eta: 18:34:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5437, loss_cls: 3.1490, loss: 3.1490, grad_norm: 2.5106 2021-12-02 22:08:20,952 - mmaction - INFO - Epoch [2][2040/2689] lr: 6.000e-02, eta: 18:34:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.0761, loss: 3.0761, grad_norm: 2.4915 2021-12-02 22:08:45,187 - mmaction - INFO - Epoch [2][2060/2689] lr: 6.000e-02, eta: 18:33:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2531, top5_acc: 0.5203, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.5291 2021-12-02 22:09:09,415 - mmaction - INFO - Epoch [2][2080/2689] lr: 6.000e-02, eta: 18:33:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.1365, loss: 3.1365, grad_norm: 2.3680 2021-12-02 22:09:33,673 - mmaction - INFO - Epoch [2][2100/2689] lr: 6.000e-02, eta: 18:32:59, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5297, loss_cls: 3.2127, loss: 3.2127, grad_norm: 2.4323 2021-12-02 22:09:57,915 - mmaction - INFO - Epoch [2][2120/2689] lr: 6.000e-02, eta: 18:32:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2453, top5_acc: 0.5453, loss_cls: 3.2098, loss: 3.2098, grad_norm: 2.3163 2021-12-02 22:10:22,150 - mmaction - INFO - Epoch [2][2140/2689] lr: 6.000e-02, eta: 18:32:02, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5500, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.6457 2021-12-02 22:10:46,370 - mmaction - INFO - Epoch [2][2160/2689] lr: 6.000e-02, eta: 18:31:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2328, top5_acc: 0.5062, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.4046 2021-12-02 22:11:10,614 - mmaction - INFO - Epoch [2][2180/2689] lr: 6.000e-02, eta: 18:31:06, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.1950, loss: 3.1950, grad_norm: 2.4757 2021-12-02 22:11:34,827 - mmaction - INFO - Epoch [2][2200/2689] lr: 6.000e-02, eta: 18:30:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5594, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.4624 2021-12-02 22:11:59,029 - mmaction - INFO - Epoch [2][2220/2689] lr: 6.000e-02, eta: 18:30:09, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.2281, top5_acc: 0.5156, loss_cls: 3.2135, loss: 3.2135, grad_norm: 2.4834 2021-12-02 22:12:23,234 - mmaction - INFO - Epoch [2][2240/2689] lr: 6.000e-02, eta: 18:29:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.4917 2021-12-02 22:12:47,448 - mmaction - INFO - Epoch [2][2260/2689] lr: 6.000e-02, eta: 18:29:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2594, top5_acc: 0.5563, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.3096 2021-12-02 22:13:11,651 - mmaction - INFO - Epoch [2][2280/2689] lr: 6.000e-02, eta: 18:28:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.2067, loss: 3.2067, grad_norm: 2.3216 2021-12-02 22:13:35,852 - mmaction - INFO - Epoch [2][2300/2689] lr: 6.000e-02, eta: 18:28:15, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5547, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.4068 2021-12-02 22:14:00,024 - mmaction - INFO - Epoch [2][2320/2689] lr: 6.000e-02, eta: 18:27:47, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5578, loss_cls: 3.0598, loss: 3.0598, grad_norm: 2.4459 2021-12-02 22:14:24,238 - mmaction - INFO - Epoch [2][2340/2689] lr: 6.000e-02, eta: 18:27:19, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2266, top5_acc: 0.5250, loss_cls: 3.2052, loss: 3.2052, grad_norm: 2.4355 2021-12-02 22:14:48,404 - mmaction - INFO - Epoch [2][2360/2689] lr: 6.000e-02, eta: 18:26:50, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.2828, top5_acc: 0.5437, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.4609 2021-12-02 22:15:12,589 - mmaction - INFO - Epoch [2][2380/2689] lr: 6.000e-02, eta: 18:26:21, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.2750, top5_acc: 0.5453, loss_cls: 3.1731, loss: 3.1731, grad_norm: 2.2797 2021-12-02 22:15:36,760 - mmaction - INFO - Epoch [2][2400/2689] lr: 6.000e-02, eta: 18:25:53, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5484, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.3089 2021-12-02 22:16:00,924 - mmaction - INFO - Epoch [2][2420/2689] lr: 6.000e-02, eta: 18:25:24, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5578, loss_cls: 3.1384, loss: 3.1384, grad_norm: 2.4271 2021-12-02 22:16:25,101 - mmaction - INFO - Epoch [2][2440/2689] lr: 6.000e-02, eta: 18:24:56, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5109, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.4492 2021-12-02 22:16:49,294 - mmaction - INFO - Epoch [2][2460/2689] lr: 6.000e-02, eta: 18:24:28, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5484, loss_cls: 3.1268, loss: 3.1268, grad_norm: 2.4916 2021-12-02 22:17:13,467 - mmaction - INFO - Epoch [2][2480/2689] lr: 6.000e-02, eta: 18:23:59, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5391, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.4837 2021-12-02 22:17:37,639 - mmaction - INFO - Epoch [2][2500/2689] lr: 6.000e-02, eta: 18:23:31, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5375, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.5206 2021-12-02 22:18:01,830 - mmaction - INFO - Epoch [2][2520/2689] lr: 6.000e-02, eta: 18:23:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.0756, loss: 3.0756, grad_norm: 2.5394 2021-12-02 22:18:26,011 - mmaction - INFO - Epoch [2][2540/2689] lr: 6.000e-02, eta: 18:22:35, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.0390, loss: 3.0390, grad_norm: 2.2948 2021-12-02 22:18:50,195 - mmaction - INFO - Epoch [2][2560/2689] lr: 6.000e-02, eta: 18:22:07, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3063, top5_acc: 0.5672, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.3200 2021-12-02 22:19:14,394 - mmaction - INFO - Epoch [2][2580/2689] lr: 6.000e-02, eta: 18:21:39, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5437, loss_cls: 3.0942, loss: 3.0942, grad_norm: 2.4758 2021-12-02 22:19:38,579 - mmaction - INFO - Epoch [2][2600/2689] lr: 6.000e-02, eta: 18:21:11, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.5779 2021-12-02 22:20:02,783 - mmaction - INFO - Epoch [2][2620/2689] lr: 6.000e-02, eta: 18:20:43, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.2719, top5_acc: 0.5453, loss_cls: 3.1421, loss: 3.1421, grad_norm: 2.3797 2021-12-02 22:20:26,979 - mmaction - INFO - Epoch [2][2640/2689] lr: 6.000e-02, eta: 18:20:15, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2656, top5_acc: 0.5656, loss_cls: 3.1167, loss: 3.1167, grad_norm: 2.3115 2021-12-02 22:20:51,182 - mmaction - INFO - Epoch [2][2660/2689] lr: 6.000e-02, eta: 18:19:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5578, loss_cls: 3.1592, loss: 3.1592, grad_norm: 2.3844 2021-12-02 22:21:15,377 - mmaction - INFO - Epoch [2][2680/2689] lr: 6.000e-02, eta: 18:19:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2547, top5_acc: 0.4984, loss_cls: 3.2070, loss: 3.2070, grad_norm: 2.2851 2021-12-02 22:21:26,367 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-12-02 22:22:19,940 - mmaction - INFO - Epoch [3][20/2689] lr: 6.000e-02, eta: 18:21:28, time: 2.601, data_time: 1.396, memory: 9293, top1_acc: 0.3078, top5_acc: 0.5531, loss_cls: 3.0797, loss: 3.0797, grad_norm: 2.4230 2021-12-02 22:22:44,041 - mmaction - INFO - Epoch [3][40/2689] lr: 6.000e-02, eta: 18:20:58, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5891, loss_cls: 2.9750, loss: 2.9750, grad_norm: 2.3898 2021-12-02 22:23:08,200 - mmaction - INFO - Epoch [3][60/2689] lr: 6.000e-02, eta: 18:20:29, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.0888, loss: 3.0888, grad_norm: 2.4728 2021-12-02 22:23:32,386 - mmaction - INFO - Epoch [3][80/2689] lr: 6.000e-02, eta: 18:20:01, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.1246, loss: 3.1246, grad_norm: 2.4773 2021-12-02 22:23:56,608 - mmaction - INFO - Epoch [3][100/2689] lr: 6.000e-02, eta: 18:19:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2734, top5_acc: 0.5750, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.4125 2021-12-02 22:24:20,828 - mmaction - INFO - Epoch [3][120/2689] lr: 6.000e-02, eta: 18:19:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5531, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.3658 2021-12-02 22:24:45,050 - mmaction - INFO - Epoch [3][140/2689] lr: 6.000e-02, eta: 18:18:37, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3016, top5_acc: 0.5797, loss_cls: 3.0540, loss: 3.0540, grad_norm: 2.4762 2021-12-02 22:25:09,278 - mmaction - INFO - Epoch [3][160/2689] lr: 6.000e-02, eta: 18:18:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5625, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.4659 2021-12-02 22:25:33,499 - mmaction - INFO - Epoch [3][180/2689] lr: 6.000e-02, eta: 18:17:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5469, loss_cls: 3.1504, loss: 3.1504, grad_norm: 2.4948 2021-12-02 22:25:57,737 - mmaction - INFO - Epoch [3][200/2689] lr: 6.000e-02, eta: 18:17:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5594, loss_cls: 3.0445, loss: 3.0445, grad_norm: 2.4135 2021-12-02 22:26:22,144 - mmaction - INFO - Epoch [3][220/2689] lr: 6.000e-02, eta: 18:16:47, time: 1.220, data_time: 0.001, memory: 9293, top1_acc: 0.2734, top5_acc: 0.5719, loss_cls: 3.0420, loss: 3.0420, grad_norm: 2.4953 2021-12-02 22:26:46,476 - mmaction - INFO - Epoch [3][240/2689] lr: 6.000e-02, eta: 18:16:20, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3063, top5_acc: 0.5766, loss_cls: 3.0096, loss: 3.0096, grad_norm: 2.4649 2021-12-02 22:27:10,911 - mmaction - INFO - Epoch [3][260/2689] lr: 6.000e-02, eta: 18:15:54, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.5984, loss_cls: 2.9078, loss: 2.9078, grad_norm: 2.4875 2021-12-02 22:27:35,321 - mmaction - INFO - Epoch [3][280/2689] lr: 6.000e-02, eta: 18:15:28, time: 1.220, data_time: 0.001, memory: 9293, top1_acc: 0.2750, top5_acc: 0.5734, loss_cls: 2.9673, loss: 2.9673, grad_norm: 2.5468 2021-12-02 22:27:59,808 - mmaction - INFO - Epoch [3][300/2689] lr: 6.000e-02, eta: 18:15:02, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5422, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.2882 2021-12-02 22:28:24,081 - mmaction - INFO - Epoch [3][320/2689] lr: 6.000e-02, eta: 18:14:35, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.2656, top5_acc: 0.5516, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.4733 2021-12-02 22:28:48,463 - mmaction - INFO - Epoch [3][340/2689] lr: 6.000e-02, eta: 18:14:09, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.2828, top5_acc: 0.6016, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.3967 2021-12-02 22:29:12,714 - mmaction - INFO - Epoch [3][360/2689] lr: 6.000e-02, eta: 18:13:41, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5500, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.4320 2021-12-02 22:29:36,981 - mmaction - INFO - Epoch [3][380/2689] lr: 6.000e-02, eta: 18:13:14, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5656, loss_cls: 3.0105, loss: 3.0105, grad_norm: 2.5714 2021-12-02 22:30:01,262 - mmaction - INFO - Epoch [3][400/2689] lr: 6.000e-02, eta: 18:12:47, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.2828, top5_acc: 0.5906, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.4339 2021-12-02 22:30:25,554 - mmaction - INFO - Epoch [3][420/2689] lr: 6.000e-02, eta: 18:12:20, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.5253 2021-12-02 22:30:49,787 - mmaction - INFO - Epoch [3][440/2689] lr: 6.000e-02, eta: 18:11:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2859, top5_acc: 0.5813, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.3976 2021-12-02 22:31:14,027 - mmaction - INFO - Epoch [3][460/2689] lr: 6.000e-02, eta: 18:11:24, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5844, loss_cls: 3.0025, loss: 3.0025, grad_norm: 2.4234 2021-12-02 22:31:38,248 - mmaction - INFO - Epoch [3][480/2689] lr: 6.000e-02, eta: 18:10:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2750, top5_acc: 0.5750, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.3785 2021-12-02 22:32:02,536 - mmaction - INFO - Epoch [3][500/2689] lr: 6.000e-02, eta: 18:10:30, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3016, top5_acc: 0.5563, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.4664 2021-12-02 22:32:26,746 - mmaction - INFO - Epoch [3][520/2689] lr: 6.000e-02, eta: 18:10:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2656, top5_acc: 0.5406, loss_cls: 3.0492, loss: 3.0492, grad_norm: 2.4498 2021-12-02 22:32:50,974 - mmaction - INFO - Epoch [3][540/2689] lr: 6.000e-02, eta: 18:09:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3078, top5_acc: 0.5922, loss_cls: 2.9014, loss: 2.9014, grad_norm: 2.4415 2021-12-02 22:33:15,194 - mmaction - INFO - Epoch [3][560/2689] lr: 6.000e-02, eta: 18:09:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.5969, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.5140 2021-12-02 22:33:39,383 - mmaction - INFO - Epoch [3][580/2689] lr: 6.000e-02, eta: 18:08:39, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5219, loss_cls: 3.2211, loss: 3.2211, grad_norm: 2.3280 2021-12-02 22:34:03,601 - mmaction - INFO - Epoch [3][600/2689] lr: 6.000e-02, eta: 18:08:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5578, loss_cls: 2.9864, loss: 2.9864, grad_norm: 2.4313 2021-12-02 22:34:27,802 - mmaction - INFO - Epoch [3][620/2689] lr: 6.000e-02, eta: 18:07:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2734, top5_acc: 0.5563, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.4927 2021-12-02 22:34:51,995 - mmaction - INFO - Epoch [3][640/2689] lr: 6.000e-02, eta: 18:07:16, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.5984, loss_cls: 2.9358, loss: 2.9358, grad_norm: 2.4253 2021-12-02 22:35:16,199 - mmaction - INFO - Epoch [3][660/2689] lr: 6.000e-02, eta: 18:06:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2969, top5_acc: 0.6094, loss_cls: 2.9118, loss: 2.9118, grad_norm: 2.5430 2021-12-02 22:35:40,425 - mmaction - INFO - Epoch [3][680/2689] lr: 6.000e-02, eta: 18:06:21, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 2.9855, loss: 2.9855, grad_norm: 2.6576 2021-12-02 22:36:04,659 - mmaction - INFO - Epoch [3][700/2689] lr: 6.000e-02, eta: 18:05:54, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.2891, top5_acc: 0.5766, loss_cls: 2.9700, loss: 2.9700, grad_norm: 2.4067 2021-12-02 22:36:28,862 - mmaction - INFO - Epoch [3][720/2689] lr: 6.000e-02, eta: 18:05:26, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5750, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.5639 2021-12-02 22:36:53,080 - mmaction - INFO - Epoch [3][740/2689] lr: 6.000e-02, eta: 18:04:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5687, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.3818 2021-12-02 22:37:17,280 - mmaction - INFO - Epoch [3][760/2689] lr: 6.000e-02, eta: 18:04:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2687, top5_acc: 0.6016, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.3899 2021-12-02 22:37:41,485 - mmaction - INFO - Epoch [3][780/2689] lr: 6.000e-02, eta: 18:04:04, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 2.9956, loss: 2.9956, grad_norm: 2.3874 2021-12-02 22:38:05,683 - mmaction - INFO - Epoch [3][800/2689] lr: 6.000e-02, eta: 18:03:36, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2984, top5_acc: 0.5547, loss_cls: 3.0726, loss: 3.0726, grad_norm: 2.4823 2021-12-02 22:38:29,909 - mmaction - INFO - Epoch [3][820/2689] lr: 6.000e-02, eta: 18:03:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.0470, loss: 3.0470, grad_norm: 2.3114 2021-12-02 22:38:54,122 - mmaction - INFO - Epoch [3][840/2689] lr: 6.000e-02, eta: 18:02:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3016, top5_acc: 0.5781, loss_cls: 2.9803, loss: 2.9803, grad_norm: 2.4306 2021-12-02 22:39:18,356 - mmaction - INFO - Epoch [3][860/2689] lr: 6.000e-02, eta: 18:02:14, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.5703, loss_cls: 2.9297, loss: 2.9297, grad_norm: 2.2937 2021-12-02 22:39:42,594 - mmaction - INFO - Epoch [3][880/2689] lr: 6.000e-02, eta: 18:01:47, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.5984, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.4297 2021-12-02 22:40:06,808 - mmaction - INFO - Epoch [3][900/2689] lr: 6.000e-02, eta: 18:01:20, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5609, loss_cls: 3.1342, loss: 3.1342, grad_norm: 2.4494 2021-12-02 22:40:31,041 - mmaction - INFO - Epoch [3][920/2689] lr: 6.000e-02, eta: 18:00:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5938, loss_cls: 3.0632, loss: 3.0632, grad_norm: 2.3976 2021-12-02 22:40:55,272 - mmaction - INFO - Epoch [3][940/2689] lr: 6.000e-02, eta: 18:00:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.0188, loss: 3.0188, grad_norm: 2.2822 2021-12-02 22:41:19,506 - mmaction - INFO - Epoch [3][960/2689] lr: 6.000e-02, eta: 17:59:59, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.2703, top5_acc: 0.5578, loss_cls: 3.0779, loss: 3.0779, grad_norm: 2.3676 2021-12-02 22:41:43,742 - mmaction - INFO - Epoch [3][980/2689] lr: 6.000e-02, eta: 17:59:32, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.3528 2021-12-02 22:42:08,017 - mmaction - INFO - Epoch [3][1000/2689] lr: 6.000e-02, eta: 17:59:05, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5750, loss_cls: 2.9769, loss: 2.9769, grad_norm: 2.3340 2021-12-02 22:42:32,278 - mmaction - INFO - Epoch [3][1020/2689] lr: 6.000e-02, eta: 17:58:38, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3141, top5_acc: 0.6000, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.3448 2021-12-02 22:42:56,526 - mmaction - INFO - Epoch [3][1040/2689] lr: 6.000e-02, eta: 17:58:11, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2812, top5_acc: 0.5641, loss_cls: 3.0146, loss: 3.0146, grad_norm: 2.5134 2021-12-02 22:43:20,752 - mmaction - INFO - Epoch [3][1060/2689] lr: 6.000e-02, eta: 17:57:44, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2969, top5_acc: 0.5875, loss_cls: 2.9820, loss: 2.9820, grad_norm: 2.3127 2021-12-02 22:43:45,013 - mmaction - INFO - Epoch [3][1080/2689] lr: 6.000e-02, eta: 17:57:18, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3063, top5_acc: 0.5969, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.4602 2021-12-02 22:44:09,268 - mmaction - INFO - Epoch [3][1100/2689] lr: 6.000e-02, eta: 17:56:51, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.3156, top5_acc: 0.6047, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.3723 2021-12-02 22:44:33,525 - mmaction - INFO - Epoch [3][1120/2689] lr: 6.000e-02, eta: 17:56:24, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5922, loss_cls: 2.9469, loss: 2.9469, grad_norm: 2.4048 2021-12-02 22:44:57,770 - mmaction - INFO - Epoch [3][1140/2689] lr: 6.000e-02, eta: 17:55:57, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2812, top5_acc: 0.5969, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.4037 2021-12-02 22:45:22,039 - mmaction - INFO - Epoch [3][1160/2689] lr: 6.000e-02, eta: 17:55:31, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 2.9910, loss: 2.9910, grad_norm: 2.3626 2021-12-02 22:45:46,300 - mmaction - INFO - Epoch [3][1180/2689] lr: 6.000e-02, eta: 17:55:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.2828, top5_acc: 0.5312, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.4938 2021-12-02 22:46:10,542 - mmaction - INFO - Epoch [3][1200/2689] lr: 6.000e-02, eta: 17:54:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5750, loss_cls: 2.9227, loss: 2.9227, grad_norm: 2.2293 2021-12-02 22:46:34,801 - mmaction - INFO - Epoch [3][1220/2689] lr: 6.000e-02, eta: 17:54:10, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.3016, top5_acc: 0.5672, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.4689 2021-12-02 22:46:59,055 - mmaction - INFO - Epoch [3][1240/2689] lr: 6.000e-02, eta: 17:53:44, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.0805, loss: 3.0805, grad_norm: 2.4271 2021-12-02 22:47:23,299 - mmaction - INFO - Epoch [3][1260/2689] lr: 6.000e-02, eta: 17:53:17, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.2812, top5_acc: 0.5734, loss_cls: 2.9712, loss: 2.9712, grad_norm: 2.3808 2021-12-02 22:47:47,523 - mmaction - INFO - Epoch [3][1280/2689] lr: 6.000e-02, eta: 17:52:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5844, loss_cls: 2.9114, loss: 2.9114, grad_norm: 2.3261 2021-12-02 22:48:11,741 - mmaction - INFO - Epoch [3][1300/2689] lr: 6.000e-02, eta: 17:52:23, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5797, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.3941 2021-12-02 22:48:35,958 - mmaction - INFO - Epoch [3][1320/2689] lr: 6.000e-02, eta: 17:51:56, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2984, top5_acc: 0.6016, loss_cls: 2.9123, loss: 2.9123, grad_norm: 2.4942 2021-12-02 22:49:00,153 - mmaction - INFO - Epoch [3][1340/2689] lr: 6.000e-02, eta: 17:51:29, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5969, loss_cls: 2.9674, loss: 2.9674, grad_norm: 2.4069 2021-12-02 22:49:24,356 - mmaction - INFO - Epoch [3][1360/2689] lr: 6.000e-02, eta: 17:51:02, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.2891, top5_acc: 0.5922, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.5522 2021-12-02 22:49:48,573 - mmaction - INFO - Epoch [3][1380/2689] lr: 6.000e-02, eta: 17:50:35, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5531, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.3271 2021-12-02 22:50:12,769 - mmaction - INFO - Epoch [3][1400/2689] lr: 6.000e-02, eta: 17:50:08, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5734, loss_cls: 3.0592, loss: 3.0592, grad_norm: 2.3215 2021-12-02 22:50:36,971 - mmaction - INFO - Epoch [3][1420/2689] lr: 6.000e-02, eta: 17:49:41, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.2656, top5_acc: 0.5781, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.4556 2021-12-02 22:51:01,163 - mmaction - INFO - Epoch [3][1440/2689] lr: 6.000e-02, eta: 17:49:14, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3016, top5_acc: 0.6031, loss_cls: 2.9245, loss: 2.9245, grad_norm: 2.3500 2021-12-02 22:51:25,371 - mmaction - INFO - Epoch [3][1460/2689] lr: 6.000e-02, eta: 17:48:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.5828, loss_cls: 2.9501, loss: 2.9501, grad_norm: 2.4504 2021-12-02 22:51:49,585 - mmaction - INFO - Epoch [3][1480/2689] lr: 6.000e-02, eta: 17:48:21, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6203, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.3575 2021-12-02 22:52:13,801 - mmaction - INFO - Epoch [3][1500/2689] lr: 6.000e-02, eta: 17:47:54, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.2750, top5_acc: 0.5750, loss_cls: 3.0367, loss: 3.0367, grad_norm: 2.3302 2021-12-02 22:52:38,027 - mmaction - INFO - Epoch [3][1520/2689] lr: 6.000e-02, eta: 17:47:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3031, top5_acc: 0.6094, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.4309 2021-12-02 22:53:02,244 - mmaction - INFO - Epoch [3][1540/2689] lr: 6.000e-02, eta: 17:47:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.5906, loss_cls: 2.9513, loss: 2.9513, grad_norm: 2.4492 2021-12-02 22:53:26,498 - mmaction - INFO - Epoch [3][1560/2689] lr: 6.000e-02, eta: 17:46:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3203, top5_acc: 0.6062, loss_cls: 2.8625, loss: 2.8625, grad_norm: 2.3378 2021-12-02 22:53:50,720 - mmaction - INFO - Epoch [3][1580/2689] lr: 6.000e-02, eta: 17:46:08, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.2891, top5_acc: 0.5844, loss_cls: 3.0276, loss: 3.0276, grad_norm: 2.4411 2021-12-02 22:54:14,954 - mmaction - INFO - Epoch [3][1600/2689] lr: 6.000e-02, eta: 17:45:41, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 2.8771, loss: 2.8771, grad_norm: 2.2364 2021-12-02 22:54:39,222 - mmaction - INFO - Epoch [3][1620/2689] lr: 6.000e-02, eta: 17:45:15, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3266, top5_acc: 0.6031, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.3984 2021-12-02 22:55:03,474 - mmaction - INFO - Epoch [3][1640/2689] lr: 6.000e-02, eta: 17:44:48, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3125, top5_acc: 0.6047, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.4224 2021-12-02 22:55:27,769 - mmaction - INFO - Epoch [3][1660/2689] lr: 6.000e-02, eta: 17:44:22, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5844, loss_cls: 3.0021, loss: 3.0021, grad_norm: 2.4656 2021-12-02 22:55:52,104 - mmaction - INFO - Epoch [3][1680/2689] lr: 6.000e-02, eta: 17:43:56, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.4773 2021-12-02 22:56:16,499 - mmaction - INFO - Epoch [3][1700/2689] lr: 6.000e-02, eta: 17:43:31, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.2969, top5_acc: 0.5844, loss_cls: 2.9989, loss: 2.9989, grad_norm: 2.3840 2021-12-02 22:56:40,783 - mmaction - INFO - Epoch [3][1720/2689] lr: 6.000e-02, eta: 17:43:05, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5813, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.2822 2021-12-02 22:57:05,063 - mmaction - INFO - Epoch [3][1740/2689] lr: 6.000e-02, eta: 17:42:39, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3125, top5_acc: 0.6109, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.4199 2021-12-02 22:57:29,409 - mmaction - INFO - Epoch [3][1760/2689] lr: 6.000e-02, eta: 17:42:13, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.2875, top5_acc: 0.6125, loss_cls: 2.9242, loss: 2.9242, grad_norm: 2.3881 2021-12-02 22:57:53,822 - mmaction - INFO - Epoch [3][1780/2689] lr: 6.000e-02, eta: 17:41:48, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.2938, top5_acc: 0.5859, loss_cls: 2.9837, loss: 2.9837, grad_norm: 2.4186 2021-12-02 22:58:18,167 - mmaction - INFO - Epoch [3][1800/2689] lr: 6.000e-02, eta: 17:41:22, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3203, top5_acc: 0.5906, loss_cls: 2.9102, loss: 2.9102, grad_norm: 2.4438 2021-12-02 22:58:42,609 - mmaction - INFO - Epoch [3][1820/2689] lr: 6.000e-02, eta: 17:40:57, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.3328, top5_acc: 0.5938, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.4408 2021-12-02 22:59:07,117 - mmaction - INFO - Epoch [3][1840/2689] lr: 6.000e-02, eta: 17:40:33, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 2.9486, loss: 2.9486, grad_norm: 2.5405 2021-12-02 22:59:31,495 - mmaction - INFO - Epoch [3][1860/2689] lr: 6.000e-02, eta: 17:40:08, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.3141, top5_acc: 0.5859, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.3005 2021-12-02 22:59:55,898 - mmaction - INFO - Epoch [3][1880/2689] lr: 6.000e-02, eta: 17:39:42, time: 1.220, data_time: 0.001, memory: 9293, top1_acc: 0.3109, top5_acc: 0.6016, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.3513 2021-12-02 23:00:20,293 - mmaction - INFO - Epoch [3][1900/2689] lr: 6.000e-02, eta: 17:39:17, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.2859, top5_acc: 0.6016, loss_cls: 2.9085, loss: 2.9085, grad_norm: 2.3872 2021-12-02 23:00:44,627 - mmaction - INFO - Epoch [3][1920/2689] lr: 6.000e-02, eta: 17:38:51, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.4411 2021-12-02 23:01:09,001 - mmaction - INFO - Epoch [3][1940/2689] lr: 6.000e-02, eta: 17:38:26, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.3203, top5_acc: 0.6062, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.3785 2021-12-02 23:01:33,292 - mmaction - INFO - Epoch [3][1960/2689] lr: 6.000e-02, eta: 17:38:00, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5859, loss_cls: 2.9987, loss: 2.9987, grad_norm: 2.3508 2021-12-02 23:01:57,554 - mmaction - INFO - Epoch [3][1980/2689] lr: 6.000e-02, eta: 17:37:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.5969, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.4496 2021-12-02 23:02:21,903 - mmaction - INFO - Epoch [3][2000/2689] lr: 6.000e-02, eta: 17:37:08, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5906, loss_cls: 2.9762, loss: 2.9762, grad_norm: 2.4223 2021-12-02 23:02:46,146 - mmaction - INFO - Epoch [3][2020/2689] lr: 6.000e-02, eta: 17:36:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3078, top5_acc: 0.5984, loss_cls: 2.9732, loss: 2.9732, grad_norm: 2.2847 2021-12-02 23:03:10,421 - mmaction - INFO - Epoch [3][2040/2689] lr: 6.000e-02, eta: 17:36:16, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 2.8949, loss: 2.8949, grad_norm: 2.3312 2021-12-02 23:03:34,700 - mmaction - INFO - Epoch [3][2060/2689] lr: 6.000e-02, eta: 17:35:50, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.2969, top5_acc: 0.5875, loss_cls: 2.9357, loss: 2.9357, grad_norm: 2.3772 2021-12-02 23:03:58,987 - mmaction - INFO - Epoch [3][2080/2689] lr: 6.000e-02, eta: 17:35:24, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6422, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.2872 2021-12-02 23:04:23,221 - mmaction - INFO - Epoch [3][2100/2689] lr: 6.000e-02, eta: 17:34:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3219, top5_acc: 0.6109, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.4781 2021-12-02 23:04:47,453 - mmaction - INFO - Epoch [3][2120/2689] lr: 6.000e-02, eta: 17:34:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.6062, loss_cls: 2.8995, loss: 2.8995, grad_norm: 2.3087 2021-12-02 23:05:11,676 - mmaction - INFO - Epoch [3][2140/2689] lr: 6.000e-02, eta: 17:34:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2781, top5_acc: 0.5609, loss_cls: 3.0359, loss: 3.0359, grad_norm: 2.3106 2021-12-02 23:05:35,925 - mmaction - INFO - Epoch [3][2160/2689] lr: 6.000e-02, eta: 17:33:39, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3016, top5_acc: 0.5469, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.3931 2021-12-02 23:06:00,171 - mmaction - INFO - Epoch [3][2180/2689] lr: 6.000e-02, eta: 17:33:13, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5891, loss_cls: 2.9095, loss: 2.9095, grad_norm: 2.2762 2021-12-02 23:06:24,392 - mmaction - INFO - Epoch [3][2200/2689] lr: 6.000e-02, eta: 17:32:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6172, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.3631 2021-12-02 23:06:48,611 - mmaction - INFO - Epoch [3][2220/2689] lr: 6.000e-02, eta: 17:32:20, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.5891, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.4121 2021-12-02 23:07:12,821 - mmaction - INFO - Epoch [3][2240/2689] lr: 6.000e-02, eta: 17:31:53, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6109, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.4223 2021-12-02 23:07:37,055 - mmaction - INFO - Epoch [3][2260/2689] lr: 6.000e-02, eta: 17:31:27, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.2938, top5_acc: 0.5797, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.4035 2021-12-02 23:08:01,271 - mmaction - INFO - Epoch [3][2280/2689] lr: 6.000e-02, eta: 17:31:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.2984, top5_acc: 0.5813, loss_cls: 2.9236, loss: 2.9236, grad_norm: 2.2960 2021-12-02 23:08:25,476 - mmaction - INFO - Epoch [3][2300/2689] lr: 6.000e-02, eta: 17:30:34, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.3741 2021-12-02 23:08:49,667 - mmaction - INFO - Epoch [3][2320/2689] lr: 6.000e-02, eta: 17:30:08, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3094, top5_acc: 0.6016, loss_cls: 2.9173, loss: 2.9173, grad_norm: 2.3883 2021-12-02 23:09:13,864 - mmaction - INFO - Epoch [3][2340/2689] lr: 6.000e-02, eta: 17:29:42, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6219, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.3226 2021-12-02 23:09:38,056 - mmaction - INFO - Epoch [3][2360/2689] lr: 6.000e-02, eta: 17:29:15, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 2.9218, loss: 2.9218, grad_norm: 2.5159 2021-12-02 23:10:02,244 - mmaction - INFO - Epoch [3][2380/2689] lr: 6.000e-02, eta: 17:28:49, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6281, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.3874 2021-12-02 23:10:26,457 - mmaction - INFO - Epoch [3][2400/2689] lr: 6.000e-02, eta: 17:28:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3219, top5_acc: 0.6172, loss_cls: 2.8218, loss: 2.8218, grad_norm: 2.3860 2021-12-02 23:10:50,690 - mmaction - INFO - Epoch [3][2420/2689] lr: 6.000e-02, eta: 17:27:56, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6141, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.3752 2021-12-02 23:11:14,921 - mmaction - INFO - Epoch [3][2440/2689] lr: 6.000e-02, eta: 17:27:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6109, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.3791 2021-12-02 23:11:39,143 - mmaction - INFO - Epoch [3][2460/2689] lr: 6.000e-02, eta: 17:27:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3203, top5_acc: 0.6219, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.3486 2021-12-02 23:12:03,372 - mmaction - INFO - Epoch [3][2480/2689] lr: 6.000e-02, eta: 17:26:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6406, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.3757 2021-12-02 23:12:27,598 - mmaction - INFO - Epoch [3][2500/2689] lr: 6.000e-02, eta: 17:26:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6188, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.4118 2021-12-02 23:12:51,821 - mmaction - INFO - Epoch [3][2520/2689] lr: 6.000e-02, eta: 17:25:45, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.3125, top5_acc: 0.5891, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.3719 2021-12-02 23:13:16,096 - mmaction - INFO - Epoch [3][2540/2689] lr: 6.000e-02, eta: 17:25:20, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3125, top5_acc: 0.6266, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.3473 2021-12-02 23:13:40,373 - mmaction - INFO - Epoch [3][2560/2689] lr: 6.000e-02, eta: 17:24:54, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.4591 2021-12-02 23:14:04,654 - mmaction - INFO - Epoch [3][2580/2689] lr: 6.000e-02, eta: 17:24:28, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6172, loss_cls: 2.8347, loss: 2.8347, grad_norm: 2.4662 2021-12-02 23:14:28,900 - mmaction - INFO - Epoch [3][2600/2689] lr: 6.000e-02, eta: 17:24:02, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6016, loss_cls: 2.8695, loss: 2.8695, grad_norm: 2.3029 2021-12-02 23:14:53,159 - mmaction - INFO - Epoch [3][2620/2689] lr: 6.000e-02, eta: 17:23:36, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3125, top5_acc: 0.5922, loss_cls: 2.8617, loss: 2.8617, grad_norm: 2.4860 2021-12-02 23:15:17,423 - mmaction - INFO - Epoch [3][2640/2689] lr: 6.000e-02, eta: 17:23:10, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.4617 2021-12-02 23:15:41,673 - mmaction - INFO - Epoch [3][2660/2689] lr: 6.000e-02, eta: 17:22:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6281, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.3629 2021-12-02 23:16:05,891 - mmaction - INFO - Epoch [3][2680/2689] lr: 6.000e-02, eta: 17:22:18, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3016, top5_acc: 0.6047, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.4292 2021-12-02 23:16:16,783 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-12-02 23:17:10,113 - mmaction - INFO - Epoch [4][20/2689] lr: 6.000e-02, eta: 17:23:26, time: 2.592, data_time: 1.382, memory: 9293, top1_acc: 0.3156, top5_acc: 0.6172, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.3824 2021-12-02 23:17:34,239 - mmaction - INFO - Epoch [4][40/2689] lr: 6.000e-02, eta: 17:22:59, time: 1.206, data_time: 0.002, memory: 9293, top1_acc: 0.3219, top5_acc: 0.6172, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.4900 2021-12-02 23:17:58,398 - mmaction - INFO - Epoch [4][60/2689] lr: 6.000e-02, eta: 17:22:32, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6547, loss_cls: 2.7029, loss: 2.7029, grad_norm: 2.3459 2021-12-02 23:18:22,598 - mmaction - INFO - Epoch [4][80/2689] lr: 6.000e-02, eta: 17:22:06, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3266, top5_acc: 0.6047, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.3351 2021-12-02 23:18:46,782 - mmaction - INFO - Epoch [4][100/2689] lr: 6.000e-02, eta: 17:21:39, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6547, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.3448 2021-12-02 23:19:10,980 - mmaction - INFO - Epoch [4][120/2689] lr: 6.000e-02, eta: 17:21:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6281, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.2795 2021-12-02 23:19:35,189 - mmaction - INFO - Epoch [4][140/2689] lr: 6.000e-02, eta: 17:20:46, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.3977 2021-12-02 23:19:59,392 - mmaction - INFO - Epoch [4][160/2689] lr: 6.000e-02, eta: 17:20:20, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.4226 2021-12-02 23:20:23,626 - mmaction - INFO - Epoch [4][180/2689] lr: 6.000e-02, eta: 17:19:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6234, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.4061 2021-12-02 23:20:47,833 - mmaction - INFO - Epoch [4][200/2689] lr: 6.000e-02, eta: 17:19:27, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6484, loss_cls: 2.6298, loss: 2.6298, grad_norm: 2.3345 2021-12-02 23:21:12,048 - mmaction - INFO - Epoch [4][220/2689] lr: 6.000e-02, eta: 17:19:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6391, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.4437 2021-12-02 23:21:36,261 - mmaction - INFO - Epoch [4][240/2689] lr: 6.000e-02, eta: 17:18:35, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6516, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.2089 2021-12-02 23:22:00,486 - mmaction - INFO - Epoch [4][260/2689] lr: 6.000e-02, eta: 17:18:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6531, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.5901 2021-12-02 23:22:24,687 - mmaction - INFO - Epoch [4][280/2689] lr: 6.000e-02, eta: 17:17:42, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.4579 2021-12-02 23:22:48,911 - mmaction - INFO - Epoch [4][300/2689] lr: 6.000e-02, eta: 17:17:16, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6656, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.4001 2021-12-02 23:23:13,110 - mmaction - INFO - Epoch [4][320/2689] lr: 6.000e-02, eta: 17:16:49, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.6251, loss: 2.6251, grad_norm: 2.4572 2021-12-02 23:23:37,313 - mmaction - INFO - Epoch [4][340/2689] lr: 6.000e-02, eta: 17:16:23, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6156, loss_cls: 2.7887, loss: 2.7887, grad_norm: 2.3559 2021-12-02 23:24:01,552 - mmaction - INFO - Epoch [4][360/2689] lr: 6.000e-02, eta: 17:15:57, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6297, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.3238 2021-12-02 23:24:25,755 - mmaction - INFO - Epoch [4][380/2689] lr: 6.000e-02, eta: 17:15:31, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3141, top5_acc: 0.6453, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.4295 2021-12-02 23:24:49,975 - mmaction - INFO - Epoch [4][400/2689] lr: 6.000e-02, eta: 17:15:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.3048 2021-12-02 23:25:14,192 - mmaction - INFO - Epoch [4][420/2689] lr: 6.000e-02, eta: 17:14:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3453, top5_acc: 0.6156, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.3200 2021-12-02 23:25:38,414 - mmaction - INFO - Epoch [4][440/2689] lr: 6.000e-02, eta: 17:14:12, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.6141, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.5185 2021-12-02 23:26:02,638 - mmaction - INFO - Epoch [4][460/2689] lr: 6.000e-02, eta: 17:13:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.6188, loss_cls: 2.8502, loss: 2.8502, grad_norm: 2.2962 2021-12-02 23:26:26,865 - mmaction - INFO - Epoch [4][480/2689] lr: 6.000e-02, eta: 17:13:20, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6188, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.3746 2021-12-02 23:26:51,067 - mmaction - INFO - Epoch [4][500/2689] lr: 6.000e-02, eta: 17:12:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5938, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.3184 2021-12-02 23:27:15,255 - mmaction - INFO - Epoch [4][520/2689] lr: 6.000e-02, eta: 17:12:27, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.2969, top5_acc: 0.5703, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.2223 2021-12-02 23:27:39,457 - mmaction - INFO - Epoch [4][540/2689] lr: 6.000e-02, eta: 17:12:01, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6078, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.3203 2021-12-02 23:28:03,688 - mmaction - INFO - Epoch [4][560/2689] lr: 6.000e-02, eta: 17:11:35, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6344, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.2823 2021-12-02 23:28:27,898 - mmaction - INFO - Epoch [4][580/2689] lr: 6.000e-02, eta: 17:11:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6406, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.3825 2021-12-02 23:28:52,074 - mmaction - INFO - Epoch [4][600/2689] lr: 6.000e-02, eta: 17:10:42, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6391, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.4361 2021-12-02 23:29:16,273 - mmaction - INFO - Epoch [4][620/2689] lr: 6.000e-02, eta: 17:10:16, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.3942 2021-12-02 23:29:40,493 - mmaction - INFO - Epoch [4][640/2689] lr: 6.000e-02, eta: 17:09:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.3324 2021-12-02 23:30:04,670 - mmaction - INFO - Epoch [4][660/2689] lr: 6.000e-02, eta: 17:09:24, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6406, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.2408 2021-12-02 23:30:28,844 - mmaction - INFO - Epoch [4][680/2689] lr: 6.000e-02, eta: 17:08:57, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6266, loss_cls: 2.6971, loss: 2.6971, grad_norm: 2.3249 2021-12-02 23:30:53,049 - mmaction - INFO - Epoch [4][700/2689] lr: 6.000e-02, eta: 17:08:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6438, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.4201 2021-12-02 23:31:17,247 - mmaction - INFO - Epoch [4][720/2689] lr: 6.000e-02, eta: 17:08:05, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3016, top5_acc: 0.6312, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.3270 2021-12-02 23:31:41,440 - mmaction - INFO - Epoch [4][740/2689] lr: 6.000e-02, eta: 17:07:39, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3438, top5_acc: 0.6594, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.4641 2021-12-02 23:32:05,624 - mmaction - INFO - Epoch [4][760/2689] lr: 6.000e-02, eta: 17:07:12, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6500, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.4545 2021-12-02 23:32:29,825 - mmaction - INFO - Epoch [4][780/2689] lr: 6.000e-02, eta: 17:06:46, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.3285 2021-12-02 23:32:53,974 - mmaction - INFO - Epoch [4][800/2689] lr: 6.000e-02, eta: 17:06:20, time: 1.207, data_time: 0.000, memory: 9293, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.2911 2021-12-02 23:33:18,150 - mmaction - INFO - Epoch [4][820/2689] lr: 6.000e-02, eta: 17:05:54, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.2661 2021-12-02 23:33:42,322 - mmaction - INFO - Epoch [4][840/2689] lr: 6.000e-02, eta: 17:05:27, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6391, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.3751 2021-12-02 23:34:06,507 - mmaction - INFO - Epoch [4][860/2689] lr: 6.000e-02, eta: 17:05:01, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.2980 2021-12-02 23:34:30,725 - mmaction - INFO - Epoch [4][880/2689] lr: 6.000e-02, eta: 17:04:35, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.3063 2021-12-02 23:34:54,895 - mmaction - INFO - Epoch [4][900/2689] lr: 6.000e-02, eta: 17:04:09, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6219, loss_cls: 2.7744, loss: 2.7744, grad_norm: 2.3890 2021-12-02 23:35:19,081 - mmaction - INFO - Epoch [4][920/2689] lr: 6.000e-02, eta: 17:03:43, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3187, top5_acc: 0.6172, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.4958 2021-12-02 23:35:43,264 - mmaction - INFO - Epoch [4][940/2689] lr: 6.000e-02, eta: 17:03:17, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6453, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.4302 2021-12-02 23:36:07,473 - mmaction - INFO - Epoch [4][960/2689] lr: 6.000e-02, eta: 17:02:51, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6656, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.4358 2021-12-02 23:36:31,648 - mmaction - INFO - Epoch [4][980/2689] lr: 6.000e-02, eta: 17:02:24, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6266, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.3206 2021-12-02 23:36:55,835 - mmaction - INFO - Epoch [4][1000/2689] lr: 6.000e-02, eta: 17:01:58, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6234, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.3448 2021-12-02 23:37:20,039 - mmaction - INFO - Epoch [4][1020/2689] lr: 6.000e-02, eta: 17:01:32, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3250, top5_acc: 0.6016, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.4636 2021-12-02 23:37:44,223 - mmaction - INFO - Epoch [4][1040/2689] lr: 6.000e-02, eta: 17:01:06, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3156, top5_acc: 0.6188, loss_cls: 2.8260, loss: 2.8260, grad_norm: 2.2922 2021-12-02 23:38:08,423 - mmaction - INFO - Epoch [4][1060/2689] lr: 6.000e-02, eta: 17:00:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6484, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.3129 2021-12-02 23:38:32,645 - mmaction - INFO - Epoch [4][1080/2689] lr: 6.000e-02, eta: 17:00:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6172, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.3376 2021-12-02 23:38:56,837 - mmaction - INFO - Epoch [4][1100/2689] lr: 6.000e-02, eta: 16:59:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6156, loss_cls: 2.7494, loss: 2.7494, grad_norm: 2.5046 2021-12-02 23:39:21,044 - mmaction - INFO - Epoch [4][1120/2689] lr: 6.000e-02, eta: 16:59:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.3264 2021-12-02 23:39:45,217 - mmaction - INFO - Epoch [4][1140/2689] lr: 6.000e-02, eta: 16:58:56, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6141, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.2777 2021-12-02 23:40:09,421 - mmaction - INFO - Epoch [4][1160/2689] lr: 6.000e-02, eta: 16:58:30, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.3557 2021-12-02 23:40:33,625 - mmaction - INFO - Epoch [4][1180/2689] lr: 6.000e-02, eta: 16:58:04, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6312, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.3902 2021-12-02 23:40:57,824 - mmaction - INFO - Epoch [4][1200/2689] lr: 6.000e-02, eta: 16:57:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6234, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.2236 2021-12-02 23:41:22,034 - mmaction - INFO - Epoch [4][1220/2689] lr: 6.000e-02, eta: 16:57:12, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6406, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.3169 2021-12-02 23:41:46,332 - mmaction - INFO - Epoch [4][1240/2689] lr: 6.000e-02, eta: 16:56:47, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6719, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.3603 2021-12-02 23:42:10,675 - mmaction - INFO - Epoch [4][1260/2689] lr: 6.000e-02, eta: 16:56:22, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6453, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.3990 2021-12-02 23:42:34,967 - mmaction - INFO - Epoch [4][1280/2689] lr: 6.000e-02, eta: 16:55:56, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.3328, top5_acc: 0.6406, loss_cls: 2.6838, loss: 2.6838, grad_norm: 2.3360 2021-12-02 23:42:59,382 - mmaction - INFO - Epoch [4][1300/2689] lr: 6.000e-02, eta: 16:55:31, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.3172, top5_acc: 0.6266, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.4240 2021-12-02 23:43:23,844 - mmaction - INFO - Epoch [4][1320/2689] lr: 6.000e-02, eta: 16:55:07, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.3136 2021-12-02 23:43:48,220 - mmaction - INFO - Epoch [4][1340/2689] lr: 6.000e-02, eta: 16:54:42, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6516, loss_cls: 2.6551, loss: 2.6551, grad_norm: 2.3020 2021-12-02 23:44:12,709 - mmaction - INFO - Epoch [4][1360/2689] lr: 6.000e-02, eta: 16:54:17, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6516, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.3838 2021-12-02 23:44:37,015 - mmaction - INFO - Epoch [4][1380/2689] lr: 6.000e-02, eta: 16:53:52, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6453, loss_cls: 2.6991, loss: 2.6991, grad_norm: 2.2776 2021-12-02 23:45:01,332 - mmaction - INFO - Epoch [4][1400/2689] lr: 6.000e-02, eta: 16:53:27, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6250, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.3267 2021-12-02 23:45:25,869 - mmaction - INFO - Epoch [4][1420/2689] lr: 6.000e-02, eta: 16:53:03, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6484, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.3900 2021-12-02 23:45:50,233 - mmaction - INFO - Epoch [4][1440/2689] lr: 6.000e-02, eta: 16:52:38, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6312, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.3381 2021-12-02 23:46:14,446 - mmaction - INFO - Epoch [4][1460/2689] lr: 6.000e-02, eta: 16:52:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6328, loss_cls: 2.7329, loss: 2.7329, grad_norm: 2.2991 2021-12-02 23:46:38,804 - mmaction - INFO - Epoch [4][1480/2689] lr: 6.000e-02, eta: 16:51:47, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6422, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.3733 2021-12-02 23:47:03,056 - mmaction - INFO - Epoch [4][1500/2689] lr: 6.000e-02, eta: 16:51:21, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.7159, loss: 2.7159, grad_norm: 2.3509 2021-12-02 23:47:27,298 - mmaction - INFO - Epoch [4][1520/2689] lr: 6.000e-02, eta: 16:50:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6312, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.2657 2021-12-02 23:47:51,533 - mmaction - INFO - Epoch [4][1540/2689] lr: 6.000e-02, eta: 16:50:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3266, top5_acc: 0.6016, loss_cls: 2.8025, loss: 2.8025, grad_norm: 2.2380 2021-12-02 23:48:15,749 - mmaction - INFO - Epoch [4][1560/2689] lr: 6.000e-02, eta: 16:50:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3219, top5_acc: 0.6625, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.3965 2021-12-02 23:48:39,958 - mmaction - INFO - Epoch [4][1580/2689] lr: 6.000e-02, eta: 16:49:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6531, loss_cls: 2.6236, loss: 2.6236, grad_norm: 2.3059 2021-12-02 23:49:04,171 - mmaction - INFO - Epoch [4][1600/2689] lr: 6.000e-02, eta: 16:49:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6547, loss_cls: 2.5831, loss: 2.5831, grad_norm: 2.3141 2021-12-02 23:49:28,393 - mmaction - INFO - Epoch [4][1620/2689] lr: 6.000e-02, eta: 16:48:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6141, loss_cls: 2.8028, loss: 2.8028, grad_norm: 2.3572 2021-12-02 23:49:52,568 - mmaction - INFO - Epoch [4][1640/2689] lr: 6.000e-02, eta: 16:48:21, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6687, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.2611 2021-12-02 23:50:16,753 - mmaction - INFO - Epoch [4][1660/2689] lr: 6.000e-02, eta: 16:47:55, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6578, loss_cls: 2.6236, loss: 2.6236, grad_norm: 2.3631 2021-12-02 23:50:40,927 - mmaction - INFO - Epoch [4][1680/2689] lr: 6.000e-02, eta: 16:47:29, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6250, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.3496 2021-12-02 23:51:05,094 - mmaction - INFO - Epoch [4][1700/2689] lr: 6.000e-02, eta: 16:47:03, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6516, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.3354 2021-12-02 23:51:29,267 - mmaction - INFO - Epoch [4][1720/2689] lr: 6.000e-02, eta: 16:46:37, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6344, loss_cls: 2.7389, loss: 2.7389, grad_norm: 2.3575 2021-12-02 23:51:53,435 - mmaction - INFO - Epoch [4][1740/2689] lr: 6.000e-02, eta: 16:46:11, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6625, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.3449 2021-12-02 23:52:17,592 - mmaction - INFO - Epoch [4][1760/2689] lr: 6.000e-02, eta: 16:45:45, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6422, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.3092 2021-12-02 23:52:41,753 - mmaction - INFO - Epoch [4][1780/2689] lr: 6.000e-02, eta: 16:45:19, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.3406 2021-12-02 23:53:05,954 - mmaction - INFO - Epoch [4][1800/2689] lr: 6.000e-02, eta: 16:44:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6391, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.4260 2021-12-02 23:53:30,102 - mmaction - INFO - Epoch [4][1820/2689] lr: 6.000e-02, eta: 16:44:27, time: 1.207, data_time: 0.001, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6031, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.4266 2021-12-02 23:53:54,291 - mmaction - INFO - Epoch [4][1840/2689] lr: 6.000e-02, eta: 16:44:01, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6172, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.3661 2021-12-02 23:54:18,472 - mmaction - INFO - Epoch [4][1860/2689] lr: 6.000e-02, eta: 16:43:35, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6391, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.2874 2021-12-02 23:54:42,671 - mmaction - INFO - Epoch [4][1880/2689] lr: 6.000e-02, eta: 16:43:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.4793 2021-12-02 23:55:06,836 - mmaction - INFO - Epoch [4][1900/2689] lr: 6.000e-02, eta: 16:42:43, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.2788 2021-12-02 23:55:31,037 - mmaction - INFO - Epoch [4][1920/2689] lr: 6.000e-02, eta: 16:42:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6344, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.3115 2021-12-02 23:55:55,223 - mmaction - INFO - Epoch [4][1940/2689] lr: 6.000e-02, eta: 16:41:52, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6687, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.2855 2021-12-02 23:56:19,409 - mmaction - INFO - Epoch [4][1960/2689] lr: 6.000e-02, eta: 16:41:26, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6656, loss_cls: 2.5505, loss: 2.5505, grad_norm: 2.3971 2021-12-02 23:56:43,613 - mmaction - INFO - Epoch [4][1980/2689] lr: 6.000e-02, eta: 16:41:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6641, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.3672 2021-12-02 23:57:07,808 - mmaction - INFO - Epoch [4][2000/2689] lr: 6.000e-02, eta: 16:40:35, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6406, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.3202 2021-12-02 23:57:32,023 - mmaction - INFO - Epoch [4][2020/2689] lr: 6.000e-02, eta: 16:40:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6172, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.2425 2021-12-02 23:57:56,212 - mmaction - INFO - Epoch [4][2040/2689] lr: 6.000e-02, eta: 16:39:43, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6609, loss_cls: 2.6435, loss: 2.6435, grad_norm: 2.2669 2021-12-02 23:58:20,424 - mmaction - INFO - Epoch [4][2060/2689] lr: 6.000e-02, eta: 16:39:18, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6703, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.2885 2021-12-02 23:58:44,635 - mmaction - INFO - Epoch [4][2080/2689] lr: 6.000e-02, eta: 16:38:52, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6391, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.3571 2021-12-02 23:59:08,869 - mmaction - INFO - Epoch [4][2100/2689] lr: 6.000e-02, eta: 16:38:26, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6453, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.4619 2021-12-02 23:59:33,098 - mmaction - INFO - Epoch [4][2120/2689] lr: 6.000e-02, eta: 16:38:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6687, loss_cls: 2.6036, loss: 2.6036, grad_norm: 2.2983 2021-12-02 23:59:57,326 - mmaction - INFO - Epoch [4][2140/2689] lr: 6.000e-02, eta: 16:37:35, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6687, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.4158 2021-12-03 00:00:21,555 - mmaction - INFO - Epoch [4][2160/2689] lr: 6.000e-02, eta: 16:37:10, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6391, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.3796 2021-12-03 00:00:45,813 - mmaction - INFO - Epoch [4][2180/2689] lr: 6.000e-02, eta: 16:36:44, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6734, loss_cls: 2.5704, loss: 2.5704, grad_norm: 2.2231 2021-12-03 00:01:10,065 - mmaction - INFO - Epoch [4][2200/2689] lr: 6.000e-02, eta: 16:36:19, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6484, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.4989 2021-12-03 00:01:34,321 - mmaction - INFO - Epoch [4][2220/2689] lr: 6.000e-02, eta: 16:35:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6359, loss_cls: 2.7054, loss: 2.7054, grad_norm: 2.3725 2021-12-03 00:01:58,611 - mmaction - INFO - Epoch [4][2240/2689] lr: 6.000e-02, eta: 16:35:28, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6281, loss_cls: 2.6712, loss: 2.6712, grad_norm: 2.1958 2021-12-03 00:02:22,948 - mmaction - INFO - Epoch [4][2260/2689] lr: 6.000e-02, eta: 16:35:03, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6547, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.2193 2021-12-03 00:02:47,208 - mmaction - INFO - Epoch [4][2280/2689] lr: 6.000e-02, eta: 16:34:38, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6531, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.4450 2021-12-03 00:03:11,479 - mmaction - INFO - Epoch [4][2300/2689] lr: 6.000e-02, eta: 16:34:13, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3141, top5_acc: 0.6391, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.3465 2021-12-03 00:03:35,723 - mmaction - INFO - Epoch [4][2320/2689] lr: 6.000e-02, eta: 16:33:47, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6734, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.1587 2021-12-03 00:03:59,935 - mmaction - INFO - Epoch [4][2340/2689] lr: 6.000e-02, eta: 16:33:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6500, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.3590 2021-12-03 00:04:24,155 - mmaction - INFO - Epoch [4][2360/2689] lr: 6.000e-02, eta: 16:32:56, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6641, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.3020 2021-12-03 00:04:48,397 - mmaction - INFO - Epoch [4][2380/2689] lr: 6.000e-02, eta: 16:32:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6609, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.2376 2021-12-03 00:05:12,604 - mmaction - INFO - Epoch [4][2400/2689] lr: 6.000e-02, eta: 16:32:05, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6609, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.2515 2021-12-03 00:05:36,808 - mmaction - INFO - Epoch [4][2420/2689] lr: 6.000e-02, eta: 16:31:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.2955 2021-12-03 00:06:00,996 - mmaction - INFO - Epoch [4][2440/2689] lr: 6.000e-02, eta: 16:31:14, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6484, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.3513 2021-12-03 00:06:25,170 - mmaction - INFO - Epoch [4][2460/2689] lr: 6.000e-02, eta: 16:30:48, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6484, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.2165 2021-12-03 00:06:49,342 - mmaction - INFO - Epoch [4][2480/2689] lr: 6.000e-02, eta: 16:30:22, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6453, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.2613 2021-12-03 00:07:13,516 - mmaction - INFO - Epoch [4][2500/2689] lr: 6.000e-02, eta: 16:29:57, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6391, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.4146 2021-12-03 00:07:37,691 - mmaction - INFO - Epoch [4][2520/2689] lr: 6.000e-02, eta: 16:29:31, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6500, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.3695 2021-12-03 00:08:01,868 - mmaction - INFO - Epoch [4][2540/2689] lr: 6.000e-02, eta: 16:29:05, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6266, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.3411 2021-12-03 00:08:26,049 - mmaction - INFO - Epoch [4][2560/2689] lr: 6.000e-02, eta: 16:28:40, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.2990 2021-12-03 00:08:50,210 - mmaction - INFO - Epoch [4][2580/2689] lr: 6.000e-02, eta: 16:28:14, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 2.8579, loss: 2.8579, grad_norm: 2.2963 2021-12-03 00:09:14,333 - mmaction - INFO - Epoch [4][2600/2689] lr: 6.000e-02, eta: 16:27:48, time: 1.206, data_time: 0.000, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6234, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.1339 2021-12-03 00:09:38,504 - mmaction - INFO - Epoch [4][2620/2689] lr: 6.000e-02, eta: 16:27:22, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6203, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.2583 2021-12-03 00:10:02,681 - mmaction - INFO - Epoch [4][2640/2689] lr: 6.000e-02, eta: 16:26:57, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6359, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.2356 2021-12-03 00:10:26,864 - mmaction - INFO - Epoch [4][2660/2689] lr: 6.000e-02, eta: 16:26:31, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6594, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.3324 2021-12-03 00:10:51,022 - mmaction - INFO - Epoch [4][2680/2689] lr: 6.000e-02, eta: 16:26:05, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.2673 2021-12-03 00:11:01,954 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-12-03 00:11:55,520 - mmaction - INFO - Epoch [5][20/2689] lr: 6.000e-02, eta: 16:26:47, time: 2.632, data_time: 1.429, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6312, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.0845 2021-12-03 00:12:19,616 - mmaction - INFO - Epoch [5][40/2689] lr: 6.000e-02, eta: 16:26:21, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6359, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.1548 2021-12-03 00:12:43,759 - mmaction - INFO - Epoch [5][60/2689] lr: 6.000e-02, eta: 16:25:55, time: 1.207, data_time: 0.001, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6609, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.3474 2021-12-03 00:13:07,943 - mmaction - INFO - Epoch [5][80/2689] lr: 6.000e-02, eta: 16:25:29, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6516, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.2712 2021-12-03 00:13:32,132 - mmaction - INFO - Epoch [5][100/2689] lr: 6.000e-02, eta: 16:25:03, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6750, loss_cls: 2.5147, loss: 2.5147, grad_norm: 2.3484 2021-12-03 00:13:56,334 - mmaction - INFO - Epoch [5][120/2689] lr: 6.000e-02, eta: 16:24:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6844, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.3016 2021-12-03 00:14:20,578 - mmaction - INFO - Epoch [5][140/2689] lr: 6.000e-02, eta: 16:24:12, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6687, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.4779 2021-12-03 00:14:44,812 - mmaction - INFO - Epoch [5][160/2689] lr: 6.000e-02, eta: 16:23:47, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3438, top5_acc: 0.6375, loss_cls: 2.7195, loss: 2.7195, grad_norm: 2.2963 2021-12-03 00:15:09,037 - mmaction - INFO - Epoch [5][180/2689] lr: 6.000e-02, eta: 16:23:21, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.2993 2021-12-03 00:15:33,298 - mmaction - INFO - Epoch [5][200/2689] lr: 6.000e-02, eta: 16:22:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.2231 2021-12-03 00:15:57,713 - mmaction - INFO - Epoch [5][220/2689] lr: 6.000e-02, eta: 16:22:31, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.7047, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.2927 2021-12-03 00:16:22,142 - mmaction - INFO - Epoch [5][240/2689] lr: 6.000e-02, eta: 16:22:06, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6594, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.3270 2021-12-03 00:16:46,697 - mmaction - INFO - Epoch [5][260/2689] lr: 6.000e-02, eta: 16:21:42, time: 1.228, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6453, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.3177 2021-12-03 00:17:11,032 - mmaction - INFO - Epoch [5][280/2689] lr: 6.000e-02, eta: 16:21:17, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6609, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.2620 2021-12-03 00:17:35,678 - mmaction - INFO - Epoch [5][300/2689] lr: 6.000e-02, eta: 16:20:54, time: 1.232, data_time: 0.000, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.2411 2021-12-03 00:18:00,025 - mmaction - INFO - Epoch [5][320/2689] lr: 6.000e-02, eta: 16:20:29, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6984, loss_cls: 2.4787, loss: 2.4787, grad_norm: 2.3525 2021-12-03 00:18:24,608 - mmaction - INFO - Epoch [5][340/2689] lr: 6.000e-02, eta: 16:20:05, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6609, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.2288 2021-12-03 00:18:49,062 - mmaction - INFO - Epoch [5][360/2689] lr: 6.000e-02, eta: 16:19:40, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.5717, loss: 2.5717, grad_norm: 2.3582 2021-12-03 00:19:13,360 - mmaction - INFO - Epoch [5][380/2689] lr: 6.000e-02, eta: 16:19:15, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6562, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.3027 2021-12-03 00:19:37,971 - mmaction - INFO - Epoch [5][400/2689] lr: 6.000e-02, eta: 16:18:51, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6656, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.2203 2021-12-03 00:20:02,309 - mmaction - INFO - Epoch [5][420/2689] lr: 6.000e-02, eta: 16:18:26, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.3181 2021-12-03 00:20:26,682 - mmaction - INFO - Epoch [5][440/2689] lr: 6.000e-02, eta: 16:18:01, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6797, loss_cls: 2.5797, loss: 2.5797, grad_norm: 2.4116 2021-12-03 00:20:50,996 - mmaction - INFO - Epoch [5][460/2689] lr: 6.000e-02, eta: 16:17:36, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.4166 2021-12-03 00:21:15,244 - mmaction - INFO - Epoch [5][480/2689] lr: 6.000e-02, eta: 16:17:10, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6672, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.2639 2021-12-03 00:21:39,495 - mmaction - INFO - Epoch [5][500/2689] lr: 6.000e-02, eta: 16:16:45, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6203, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.2929 2021-12-03 00:22:03,756 - mmaction - INFO - Epoch [5][520/2689] lr: 6.000e-02, eta: 16:16:20, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6516, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.4038 2021-12-03 00:22:28,010 - mmaction - INFO - Epoch [5][540/2689] lr: 6.000e-02, eta: 16:15:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6609, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.2723 2021-12-03 00:22:52,232 - mmaction - INFO - Epoch [5][560/2689] lr: 6.000e-02, eta: 16:15:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6484, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.2815 2021-12-03 00:23:16,453 - mmaction - INFO - Epoch [5][580/2689] lr: 6.000e-02, eta: 16:15:03, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4016, top5_acc: 0.6766, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.2525 2021-12-03 00:23:40,655 - mmaction - INFO - Epoch [5][600/2689] lr: 6.000e-02, eta: 16:14:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6547, loss_cls: 2.5689, loss: 2.5689, grad_norm: 2.4379 2021-12-03 00:24:04,850 - mmaction - INFO - Epoch [5][620/2689] lr: 6.000e-02, eta: 16:14:12, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6641, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.2585 2021-12-03 00:24:29,045 - mmaction - INFO - Epoch [5][640/2689] lr: 6.000e-02, eta: 16:13:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6484, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.1785 2021-12-03 00:24:53,212 - mmaction - INFO - Epoch [5][660/2689] lr: 6.000e-02, eta: 16:13:21, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3422, top5_acc: 0.7125, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.1674 2021-12-03 00:25:17,392 - mmaction - INFO - Epoch [5][680/2689] lr: 6.000e-02, eta: 16:12:55, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6547, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.2977 2021-12-03 00:25:41,551 - mmaction - INFO - Epoch [5][700/2689] lr: 6.000e-02, eta: 16:12:29, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6734, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.2438 2021-12-03 00:26:05,751 - mmaction - INFO - Epoch [5][720/2689] lr: 6.000e-02, eta: 16:12:04, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6891, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.3310 2021-12-03 00:26:29,924 - mmaction - INFO - Epoch [5][740/2689] lr: 6.000e-02, eta: 16:11:38, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6656, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.2165 2021-12-03 00:26:54,105 - mmaction - INFO - Epoch [5][760/2689] lr: 6.000e-02, eta: 16:11:13, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6469, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.1797 2021-12-03 00:27:18,285 - mmaction - INFO - Epoch [5][780/2689] lr: 6.000e-02, eta: 16:10:47, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6500, loss_cls: 2.6663, loss: 2.6663, grad_norm: 2.2964 2021-12-03 00:27:42,500 - mmaction - INFO - Epoch [5][800/2689] lr: 6.000e-02, eta: 16:10:21, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6750, loss_cls: 2.5560, loss: 2.5560, grad_norm: 2.3397 2021-12-03 00:28:06,683 - mmaction - INFO - Epoch [5][820/2689] lr: 6.000e-02, eta: 16:09:56, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6750, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.2621 2021-12-03 00:28:30,878 - mmaction - INFO - Epoch [5][840/2689] lr: 6.000e-02, eta: 16:09:30, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7203, loss_cls: 2.3519, loss: 2.3519, grad_norm: 2.2119 2021-12-03 00:28:55,082 - mmaction - INFO - Epoch [5][860/2689] lr: 6.000e-02, eta: 16:09:05, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6797, loss_cls: 2.5417, loss: 2.5417, grad_norm: 2.3350 2021-12-03 00:29:19,294 - mmaction - INFO - Epoch [5][880/2689] lr: 6.000e-02, eta: 16:08:39, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6672, loss_cls: 2.5877, loss: 2.5877, grad_norm: 2.3081 2021-12-03 00:29:43,496 - mmaction - INFO - Epoch [5][900/2689] lr: 6.000e-02, eta: 16:08:14, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6859, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.2750 2021-12-03 00:30:07,704 - mmaction - INFO - Epoch [5][920/2689] lr: 6.000e-02, eta: 16:07:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6547, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.3413 2021-12-03 00:30:31,905 - mmaction - INFO - Epoch [5][940/2689] lr: 6.000e-02, eta: 16:07:23, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6422, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.2452 2021-12-03 00:30:56,145 - mmaction - INFO - Epoch [5][960/2689] lr: 6.000e-02, eta: 16:06:57, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6906, loss_cls: 2.4612, loss: 2.4612, grad_norm: 2.2896 2021-12-03 00:31:20,363 - mmaction - INFO - Epoch [5][980/2689] lr: 6.000e-02, eta: 16:06:32, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.6589, loss: 2.6589, grad_norm: 2.3428 2021-12-03 00:31:44,593 - mmaction - INFO - Epoch [5][1000/2689] lr: 6.000e-02, eta: 16:06:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6797, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.3175 2021-12-03 00:32:08,973 - mmaction - INFO - Epoch [5][1020/2689] lr: 6.000e-02, eta: 16:05:42, time: 1.219, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6625, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.3288 2021-12-03 00:32:33,325 - mmaction - INFO - Epoch [5][1040/2689] lr: 6.000e-02, eta: 16:05:17, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6781, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.2974 2021-12-03 00:32:57,671 - mmaction - INFO - Epoch [5][1060/2689] lr: 6.000e-02, eta: 16:04:52, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6266, loss_cls: 2.6315, loss: 2.6315, grad_norm: 2.3470 2021-12-03 00:33:22,117 - mmaction - INFO - Epoch [5][1080/2689] lr: 6.000e-02, eta: 16:04:28, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6828, loss_cls: 2.5284, loss: 2.5284, grad_norm: 2.3716 2021-12-03 00:33:46,582 - mmaction - INFO - Epoch [5][1100/2689] lr: 6.000e-02, eta: 16:04:03, time: 1.223, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6625, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.3234 2021-12-03 00:34:10,982 - mmaction - INFO - Epoch [5][1120/2689] lr: 6.000e-02, eta: 16:03:38, time: 1.220, data_time: 0.001, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6672, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.2578 2021-12-03 00:34:35,329 - mmaction - INFO - Epoch [5][1140/2689] lr: 6.000e-02, eta: 16:03:14, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.5270, loss: 2.5270, grad_norm: 2.2542 2021-12-03 00:34:59,715 - mmaction - INFO - Epoch [5][1160/2689] lr: 6.000e-02, eta: 16:02:49, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.6906, loss_cls: 2.4219, loss: 2.4219, grad_norm: 2.1127 2021-12-03 00:35:24,020 - mmaction - INFO - Epoch [5][1180/2689] lr: 6.000e-02, eta: 16:02:24, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6469, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.4012 2021-12-03 00:35:48,348 - mmaction - INFO - Epoch [5][1200/2689] lr: 6.000e-02, eta: 16:01:59, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6562, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.4111 2021-12-03 00:36:12,829 - mmaction - INFO - Epoch [5][1220/2689] lr: 6.000e-02, eta: 16:01:34, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.2681 2021-12-03 00:36:37,202 - mmaction - INFO - Epoch [5][1240/2689] lr: 6.000e-02, eta: 16:01:10, time: 1.219, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6594, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.3127 2021-12-03 00:37:01,481 - mmaction - INFO - Epoch [5][1260/2689] lr: 6.000e-02, eta: 16:00:44, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6359, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.2999 2021-12-03 00:37:25,754 - mmaction - INFO - Epoch [5][1280/2689] lr: 6.000e-02, eta: 16:00:19, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6719, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.2334 2021-12-03 00:37:49,994 - mmaction - INFO - Epoch [5][1300/2689] lr: 6.000e-02, eta: 15:59:54, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7156, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.2153 2021-12-03 00:38:14,227 - mmaction - INFO - Epoch [5][1320/2689] lr: 6.000e-02, eta: 15:59:29, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.3718 2021-12-03 00:38:38,469 - mmaction - INFO - Epoch [5][1340/2689] lr: 6.000e-02, eta: 15:59:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6703, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.3487 2021-12-03 00:39:02,680 - mmaction - INFO - Epoch [5][1360/2689] lr: 6.000e-02, eta: 15:58:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.1948 2021-12-03 00:39:26,884 - mmaction - INFO - Epoch [5][1380/2689] lr: 6.000e-02, eta: 15:58:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6672, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.3388 2021-12-03 00:39:51,082 - mmaction - INFO - Epoch [5][1400/2689] lr: 6.000e-02, eta: 15:57:47, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.7016, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.3799 2021-12-03 00:40:15,293 - mmaction - INFO - Epoch [5][1420/2689] lr: 6.000e-02, eta: 15:57:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6875, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.3654 2021-12-03 00:40:39,507 - mmaction - INFO - Epoch [5][1440/2689] lr: 6.000e-02, eta: 15:56:56, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6562, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.5376 2021-12-03 00:41:03,707 - mmaction - INFO - Epoch [5][1460/2689] lr: 6.000e-02, eta: 15:56:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6516, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.2328 2021-12-03 00:41:27,902 - mmaction - INFO - Epoch [5][1480/2689] lr: 6.000e-02, eta: 15:56:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3812, top5_acc: 0.7063, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.3244 2021-12-03 00:41:52,106 - mmaction - INFO - Epoch [5][1500/2689] lr: 6.000e-02, eta: 15:55:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6750, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.2690 2021-12-03 00:42:16,288 - mmaction - INFO - Epoch [5][1520/2689] lr: 6.000e-02, eta: 15:55:15, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6422, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.3948 2021-12-03 00:42:40,483 - mmaction - INFO - Epoch [5][1540/2689] lr: 6.000e-02, eta: 15:54:49, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6813, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.2563 2021-12-03 00:43:04,636 - mmaction - INFO - Epoch [5][1560/2689] lr: 6.000e-02, eta: 15:54:24, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.7156, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.3292 2021-12-03 00:43:28,801 - mmaction - INFO - Epoch [5][1580/2689] lr: 6.000e-02, eta: 15:53:58, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6687, loss_cls: 2.5354, loss: 2.5354, grad_norm: 2.2910 2021-12-03 00:43:52,993 - mmaction - INFO - Epoch [5][1600/2689] lr: 6.000e-02, eta: 15:53:33, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.4701, loss: 2.4701, grad_norm: 2.2647 2021-12-03 00:44:17,153 - mmaction - INFO - Epoch [5][1620/2689] lr: 6.000e-02, eta: 15:53:07, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6500, loss_cls: 2.6740, loss: 2.6740, grad_norm: 2.2437 2021-12-03 00:44:41,330 - mmaction - INFO - Epoch [5][1640/2689] lr: 6.000e-02, eta: 15:52:42, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6562, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.1468 2021-12-03 00:45:05,507 - mmaction - INFO - Epoch [5][1660/2689] lr: 6.000e-02, eta: 15:52:16, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6562, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.1893 2021-12-03 00:45:29,690 - mmaction - INFO - Epoch [5][1680/2689] lr: 6.000e-02, eta: 15:51:51, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6609, loss_cls: 2.4466, loss: 2.4466, grad_norm: 2.2335 2021-12-03 00:45:53,869 - mmaction - INFO - Epoch [5][1700/2689] lr: 6.000e-02, eta: 15:51:25, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6578, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.2235 2021-12-03 00:46:18,066 - mmaction - INFO - Epoch [5][1720/2689] lr: 6.000e-02, eta: 15:51:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6828, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.3314 2021-12-03 00:46:42,241 - mmaction - INFO - Epoch [5][1740/2689] lr: 6.000e-02, eta: 15:50:34, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6828, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.3375 2021-12-03 00:47:06,413 - mmaction - INFO - Epoch [5][1760/2689] lr: 6.000e-02, eta: 15:50:09, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6844, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.2383 2021-12-03 00:47:30,612 - mmaction - INFO - Epoch [5][1780/2689] lr: 6.000e-02, eta: 15:49:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6547, loss_cls: 2.6307, loss: 2.6307, grad_norm: 2.3279 2021-12-03 00:47:54,821 - mmaction - INFO - Epoch [5][1800/2689] lr: 6.000e-02, eta: 15:49:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6703, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.1138 2021-12-03 00:48:19,016 - mmaction - INFO - Epoch [5][1820/2689] lr: 6.000e-02, eta: 15:48:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6891, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.3490 2021-12-03 00:48:43,210 - mmaction - INFO - Epoch [5][1840/2689] lr: 6.000e-02, eta: 15:48:28, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6734, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.3868 2021-12-03 00:49:07,420 - mmaction - INFO - Epoch [5][1860/2689] lr: 6.000e-02, eta: 15:48:02, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6594, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.3433 2021-12-03 00:49:31,614 - mmaction - INFO - Epoch [5][1880/2689] lr: 6.000e-02, eta: 15:47:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7156, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.1252 2021-12-03 00:49:55,814 - mmaction - INFO - Epoch [5][1900/2689] lr: 6.000e-02, eta: 15:47:12, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6516, loss_cls: 2.5301, loss: 2.5301, grad_norm: 2.3510 2021-12-03 00:50:20,034 - mmaction - INFO - Epoch [5][1920/2689] lr: 6.000e-02, eta: 15:46:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6641, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.2788 2021-12-03 00:50:44,257 - mmaction - INFO - Epoch [5][1940/2689] lr: 6.000e-02, eta: 15:46:21, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6656, loss_cls: 2.4734, loss: 2.4734, grad_norm: 2.3432 2021-12-03 00:51:08,477 - mmaction - INFO - Epoch [5][1960/2689] lr: 6.000e-02, eta: 15:45:56, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6547, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.2703 2021-12-03 00:51:32,700 - mmaction - INFO - Epoch [5][1980/2689] lr: 6.000e-02, eta: 15:45:31, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.3937 2021-12-03 00:51:56,913 - mmaction - INFO - Epoch [5][2000/2689] lr: 6.000e-02, eta: 15:45:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6656, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.2213 2021-12-03 00:52:21,137 - mmaction - INFO - Epoch [5][2020/2689] lr: 6.000e-02, eta: 15:44:40, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6797, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.2313 2021-12-03 00:52:45,349 - mmaction - INFO - Epoch [5][2040/2689] lr: 6.000e-02, eta: 15:44:15, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6547, loss_cls: 2.5494, loss: 2.5494, grad_norm: 2.2880 2021-12-03 00:53:09,602 - mmaction - INFO - Epoch [5][2060/2689] lr: 6.000e-02, eta: 15:43:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.3719 2021-12-03 00:53:33,810 - mmaction - INFO - Epoch [5][2080/2689] lr: 6.000e-02, eta: 15:43:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6734, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.3218 2021-12-03 00:53:58,014 - mmaction - INFO - Epoch [5][2100/2689] lr: 6.000e-02, eta: 15:42:59, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6875, loss_cls: 2.5245, loss: 2.5245, grad_norm: 2.2779 2021-12-03 00:54:22,226 - mmaction - INFO - Epoch [5][2120/2689] lr: 6.000e-02, eta: 15:42:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6516, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.3136 2021-12-03 00:54:46,427 - mmaction - INFO - Epoch [5][2140/2689] lr: 6.000e-02, eta: 15:42:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6687, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.3518 2021-12-03 00:55:10,637 - mmaction - INFO - Epoch [5][2160/2689] lr: 6.000e-02, eta: 15:41:43, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.2952 2021-12-03 00:55:34,819 - mmaction - INFO - Epoch [5][2180/2689] lr: 6.000e-02, eta: 15:41:18, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.2814 2021-12-03 00:55:59,012 - mmaction - INFO - Epoch [5][2200/2689] lr: 6.000e-02, eta: 15:40:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3453, top5_acc: 0.6594, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.2675 2021-12-03 00:56:23,219 - mmaction - INFO - Epoch [5][2220/2689] lr: 6.000e-02, eta: 15:40:27, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4109, top5_acc: 0.6984, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.3195 2021-12-03 00:56:47,409 - mmaction - INFO - Epoch [5][2240/2689] lr: 6.000e-02, eta: 15:40:02, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6828, loss_cls: 2.5182, loss: 2.5182, grad_norm: 2.2235 2021-12-03 00:57:11,611 - mmaction - INFO - Epoch [5][2260/2689] lr: 6.000e-02, eta: 15:39:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4016, top5_acc: 0.6922, loss_cls: 2.3898, loss: 2.3898, grad_norm: 2.2188 2021-12-03 00:57:35,841 - mmaction - INFO - Epoch [5][2280/2689] lr: 6.000e-02, eta: 15:39:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6703, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.2015 2021-12-03 00:58:00,072 - mmaction - INFO - Epoch [5][2300/2689] lr: 6.000e-02, eta: 15:38:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6609, loss_cls: 2.5833, loss: 2.5833, grad_norm: 2.1804 2021-12-03 00:58:24,280 - mmaction - INFO - Epoch [5][2320/2689] lr: 6.000e-02, eta: 15:38:21, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.1641 2021-12-03 00:58:48,485 - mmaction - INFO - Epoch [5][2340/2689] lr: 6.000e-02, eta: 15:37:56, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6953, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.3398 2021-12-03 00:59:12,698 - mmaction - INFO - Epoch [5][2360/2689] lr: 6.000e-02, eta: 15:37:31, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.3094 2021-12-03 00:59:36,901 - mmaction - INFO - Epoch [5][2380/2689] lr: 6.000e-02, eta: 15:37:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6500, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.2787 2021-12-03 01:00:01,097 - mmaction - INFO - Epoch [5][2400/2689] lr: 6.000e-02, eta: 15:36:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6531, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.3041 2021-12-03 01:00:25,302 - mmaction - INFO - Epoch [5][2420/2689] lr: 6.000e-02, eta: 15:36:15, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7094, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.1563 2021-12-03 01:00:49,495 - mmaction - INFO - Epoch [5][2440/2689] lr: 6.000e-02, eta: 15:35:50, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.1919 2021-12-03 01:01:13,708 - mmaction - INFO - Epoch [5][2460/2689] lr: 6.000e-02, eta: 15:35:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.7016, loss_cls: 2.4617, loss: 2.4617, grad_norm: 2.3062 2021-12-03 01:01:37,900 - mmaction - INFO - Epoch [5][2480/2689] lr: 6.000e-02, eta: 15:34:59, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4219, top5_acc: 0.6891, loss_cls: 2.4646, loss: 2.4646, grad_norm: 2.2106 2021-12-03 01:02:02,085 - mmaction - INFO - Epoch [5][2500/2689] lr: 6.000e-02, eta: 15:34:34, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6703, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.2668 2021-12-03 01:02:26,277 - mmaction - INFO - Epoch [5][2520/2689] lr: 6.000e-02, eta: 15:34:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6750, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.1091 2021-12-03 01:02:50,471 - mmaction - INFO - Epoch [5][2540/2689] lr: 6.000e-02, eta: 15:33:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6781, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.1846 2021-12-03 01:03:14,664 - mmaction - INFO - Epoch [5][2560/2689] lr: 6.000e-02, eta: 15:33:18, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7109, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.1328 2021-12-03 01:03:38,839 - mmaction - INFO - Epoch [5][2580/2689] lr: 6.000e-02, eta: 15:32:53, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6687, loss_cls: 2.5906, loss: 2.5906, grad_norm: 2.2361 2021-12-03 01:04:03,010 - mmaction - INFO - Epoch [5][2600/2689] lr: 6.000e-02, eta: 15:32:28, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.5330, loss: 2.5330, grad_norm: 2.1646 2021-12-03 01:04:27,180 - mmaction - INFO - Epoch [5][2620/2689] lr: 6.000e-02, eta: 15:32:02, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6469, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.1491 2021-12-03 01:04:51,363 - mmaction - INFO - Epoch [5][2640/2689] lr: 6.000e-02, eta: 15:31:37, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.7063, loss_cls: 2.4110, loss: 2.4110, grad_norm: 2.2810 2021-12-03 01:05:15,543 - mmaction - INFO - Epoch [5][2660/2689] lr: 6.000e-02, eta: 15:31:12, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6703, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.2675 2021-12-03 01:05:39,720 - mmaction - INFO - Epoch [5][2680/2689] lr: 6.000e-02, eta: 15:30:46, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6937, loss_cls: 2.4707, loss: 2.4707, grad_norm: 2.2548 2021-12-03 01:05:50,619 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-12-03 01:06:43,757 - mmaction - INFO - Epoch [6][20/2689] lr: 6.000e-02, eta: 15:31:06, time: 2.588, data_time: 1.379, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6797, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.1736 2021-12-03 01:07:07,835 - mmaction - INFO - Epoch [6][40/2689] lr: 6.000e-02, eta: 15:30:41, time: 1.204, data_time: 0.002, memory: 9293, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.3647 2021-12-03 01:07:31,939 - mmaction - INFO - Epoch [6][60/2689] lr: 6.000e-02, eta: 15:30:15, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7016, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.2749 2021-12-03 01:07:56,088 - mmaction - INFO - Epoch [6][80/2689] lr: 6.000e-02, eta: 15:29:50, time: 1.207, data_time: 0.001, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6609, loss_cls: 2.5130, loss: 2.5130, grad_norm: 2.2908 2021-12-03 01:08:20,211 - mmaction - INFO - Epoch [6][100/2689] lr: 6.000e-02, eta: 15:29:24, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7141, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.2887 2021-12-03 01:08:44,333 - mmaction - INFO - Epoch [6][120/2689] lr: 6.000e-02, eta: 15:28:58, time: 1.206, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6984, loss_cls: 2.4308, loss: 2.4308, grad_norm: 2.3486 2021-12-03 01:09:08,456 - mmaction - INFO - Epoch [6][140/2689] lr: 6.000e-02, eta: 15:28:33, time: 1.206, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.2307 2021-12-03 01:09:32,590 - mmaction - INFO - Epoch [6][160/2689] lr: 6.000e-02, eta: 15:28:07, time: 1.207, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7172, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.2565 2021-12-03 01:09:56,724 - mmaction - INFO - Epoch [6][180/2689] lr: 6.000e-02, eta: 15:27:42, time: 1.207, data_time: 0.000, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6641, loss_cls: 2.5020, loss: 2.5020, grad_norm: 2.3157 2021-12-03 01:10:20,909 - mmaction - INFO - Epoch [6][200/2689] lr: 6.000e-02, eta: 15:27:17, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6828, loss_cls: 2.4818, loss: 2.4818, grad_norm: 2.2750 2021-12-03 01:10:45,089 - mmaction - INFO - Epoch [6][220/2689] lr: 6.000e-02, eta: 15:26:51, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6844, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.3627 2021-12-03 01:11:09,301 - mmaction - INFO - Epoch [6][240/2689] lr: 6.000e-02, eta: 15:26:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.3254, loss: 2.3254, grad_norm: 2.1996 2021-12-03 01:11:33,534 - mmaction - INFO - Epoch [6][260/2689] lr: 6.000e-02, eta: 15:26:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6797, loss_cls: 2.4520, loss: 2.4520, grad_norm: 2.1899 2021-12-03 01:11:57,766 - mmaction - INFO - Epoch [6][280/2689] lr: 6.000e-02, eta: 15:25:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6922, loss_cls: 2.4414, loss: 2.4414, grad_norm: 2.1942 2021-12-03 01:12:21,998 - mmaction - INFO - Epoch [6][300/2689] lr: 6.000e-02, eta: 15:25:10, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6672, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.2653 2021-12-03 01:12:46,405 - mmaction - INFO - Epoch [6][320/2689] lr: 6.000e-02, eta: 15:24:46, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.2204 2021-12-03 01:13:10,668 - mmaction - INFO - Epoch [6][340/2689] lr: 6.000e-02, eta: 15:24:21, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.4949, loss: 2.4949, grad_norm: 2.2269 2021-12-03 01:13:35,086 - mmaction - INFO - Epoch [6][360/2689] lr: 6.000e-02, eta: 15:23:56, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6969, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.3137 2021-12-03 01:13:59,656 - mmaction - INFO - Epoch [6][380/2689] lr: 6.000e-02, eta: 15:23:32, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.7125, loss_cls: 2.3865, loss: 2.3865, grad_norm: 2.2320 2021-12-03 01:14:24,165 - mmaction - INFO - Epoch [6][400/2689] lr: 6.000e-02, eta: 15:23:08, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3141, loss: 2.3141, grad_norm: 2.2236 2021-12-03 01:14:48,727 - mmaction - INFO - Epoch [6][420/2689] lr: 6.000e-02, eta: 15:22:44, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6766, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.2982 2021-12-03 01:15:13,298 - mmaction - INFO - Epoch [6][440/2689] lr: 6.000e-02, eta: 15:22:20, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.7047, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.3012 2021-12-03 01:15:37,862 - mmaction - INFO - Epoch [6][460/2689] lr: 6.000e-02, eta: 15:21:56, time: 1.228, data_time: 0.001, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6937, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.4192 2021-12-03 01:16:02,400 - mmaction - INFO - Epoch [6][480/2689] lr: 6.000e-02, eta: 15:21:32, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6859, loss_cls: 2.5418, loss: 2.5418, grad_norm: 2.2752 2021-12-03 01:16:27,062 - mmaction - INFO - Epoch [6][500/2689] lr: 6.000e-02, eta: 15:21:08, time: 1.233, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6937, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.2950 2021-12-03 01:16:51,588 - mmaction - INFO - Epoch [6][520/2689] lr: 6.000e-02, eta: 15:20:44, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4031, top5_acc: 0.7000, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.2950 2021-12-03 01:17:16,122 - mmaction - INFO - Epoch [6][540/2689] lr: 6.000e-02, eta: 15:20:20, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6813, loss_cls: 2.4981, loss: 2.4981, grad_norm: 2.3063 2021-12-03 01:17:40,620 - mmaction - INFO - Epoch [6][560/2689] lr: 6.000e-02, eta: 15:19:55, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6422, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.3789 2021-12-03 01:18:05,077 - mmaction - INFO - Epoch [6][580/2689] lr: 6.000e-02, eta: 15:19:31, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.1605 2021-12-03 01:18:29,498 - mmaction - INFO - Epoch [6][600/2689] lr: 6.000e-02, eta: 15:19:06, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6937, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.2571 2021-12-03 01:18:53,837 - mmaction - INFO - Epoch [6][620/2689] lr: 6.000e-02, eta: 15:18:42, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7172, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.2234 2021-12-03 01:19:18,359 - mmaction - INFO - Epoch [6][640/2689] lr: 6.000e-02, eta: 15:18:17, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.1930 2021-12-03 01:19:42,597 - mmaction - INFO - Epoch [6][660/2689] lr: 6.000e-02, eta: 15:17:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7328, loss_cls: 2.2026, loss: 2.2026, grad_norm: 2.1320 2021-12-03 01:20:06,855 - mmaction - INFO - Epoch [6][680/2689] lr: 6.000e-02, eta: 15:17:27, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6750, loss_cls: 2.5175, loss: 2.5175, grad_norm: 2.3273 2021-12-03 01:20:31,108 - mmaction - INFO - Epoch [6][700/2689] lr: 6.000e-02, eta: 15:17:02, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6766, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.3060 2021-12-03 01:20:55,345 - mmaction - INFO - Epoch [6][720/2689] lr: 6.000e-02, eta: 15:16:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7109, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.3364 2021-12-03 01:21:19,569 - mmaction - INFO - Epoch [6][740/2689] lr: 6.000e-02, eta: 15:16:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.6953, loss_cls: 2.4308, loss: 2.4308, grad_norm: 2.2214 2021-12-03 01:21:43,791 - mmaction - INFO - Epoch [6][760/2689] lr: 6.000e-02, eta: 15:15:47, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6766, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.2646 2021-12-03 01:22:07,992 - mmaction - INFO - Epoch [6][780/2689] lr: 6.000e-02, eta: 15:15:21, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.2936, loss: 2.2936, grad_norm: 2.2436 2021-12-03 01:22:32,185 - mmaction - INFO - Epoch [6][800/2689] lr: 6.000e-02, eta: 15:14:56, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.1872 2021-12-03 01:22:56,375 - mmaction - INFO - Epoch [6][820/2689] lr: 6.000e-02, eta: 15:14:31, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6891, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.2575 2021-12-03 01:23:20,563 - mmaction - INFO - Epoch [6][840/2689] lr: 6.000e-02, eta: 15:14:06, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.6687, loss_cls: 2.4279, loss: 2.4279, grad_norm: 2.2504 2021-12-03 01:23:44,743 - mmaction - INFO - Epoch [6][860/2689] lr: 6.000e-02, eta: 15:13:40, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6672, loss_cls: 2.4875, loss: 2.4875, grad_norm: 2.1876 2021-12-03 01:24:08,931 - mmaction - INFO - Epoch [6][880/2689] lr: 6.000e-02, eta: 15:13:15, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6937, loss_cls: 2.3910, loss: 2.3910, grad_norm: 2.0746 2021-12-03 01:24:33,154 - mmaction - INFO - Epoch [6][900/2689] lr: 6.000e-02, eta: 15:12:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4016, top5_acc: 0.6844, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.2454 2021-12-03 01:24:57,340 - mmaction - INFO - Epoch [6][920/2689] lr: 6.000e-02, eta: 15:12:25, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.6969, loss_cls: 2.4347, loss: 2.4347, grad_norm: 2.2246 2021-12-03 01:25:21,531 - mmaction - INFO - Epoch [6][940/2689] lr: 6.000e-02, eta: 15:12:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6656, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.1318 2021-12-03 01:25:45,721 - mmaction - INFO - Epoch [6][960/2689] lr: 6.000e-02, eta: 15:11:34, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7156, loss_cls: 2.2694, loss: 2.2694, grad_norm: 2.2439 2021-12-03 01:26:09,925 - mmaction - INFO - Epoch [6][980/2689] lr: 6.000e-02, eta: 15:11:09, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4016, top5_acc: 0.7000, loss_cls: 2.3390, loss: 2.3390, grad_norm: 2.4079 2021-12-03 01:26:34,097 - mmaction - INFO - Epoch [6][1000/2689] lr: 6.000e-02, eta: 15:10:44, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7328, loss_cls: 2.2408, loss: 2.2408, grad_norm: 2.2980 2021-12-03 01:26:58,320 - mmaction - INFO - Epoch [6][1020/2689] lr: 6.000e-02, eta: 15:10:19, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.2658, loss: 2.2658, grad_norm: 2.2036 2021-12-03 01:27:22,529 - mmaction - INFO - Epoch [6][1040/2689] lr: 6.000e-02, eta: 15:09:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.2304 2021-12-03 01:27:46,733 - mmaction - INFO - Epoch [6][1060/2689] lr: 6.000e-02, eta: 15:09:28, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6703, loss_cls: 2.5249, loss: 2.5249, grad_norm: 2.4870 2021-12-03 01:28:10,954 - mmaction - INFO - Epoch [6][1080/2689] lr: 6.000e-02, eta: 15:09:03, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.3248, loss: 2.3248, grad_norm: 2.1443 2021-12-03 01:28:35,156 - mmaction - INFO - Epoch [6][1100/2689] lr: 6.000e-02, eta: 15:08:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.6953, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.3046 2021-12-03 01:28:59,353 - mmaction - INFO - Epoch [6][1120/2689] lr: 6.000e-02, eta: 15:08:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4188, top5_acc: 0.6984, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.2873 2021-12-03 01:29:23,584 - mmaction - INFO - Epoch [6][1140/2689] lr: 6.000e-02, eta: 15:07:48, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.4783, loss: 2.4783, grad_norm: 2.2027 2021-12-03 01:29:47,811 - mmaction - INFO - Epoch [6][1160/2689] lr: 6.000e-02, eta: 15:07:23, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6578, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.2562 2021-12-03 01:30:12,195 - mmaction - INFO - Epoch [6][1180/2689] lr: 6.000e-02, eta: 15:06:58, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6609, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.1693 2021-12-03 01:30:36,485 - mmaction - INFO - Epoch [6][1200/2689] lr: 6.000e-02, eta: 15:06:33, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6922, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.2540 2021-12-03 01:31:00,827 - mmaction - INFO - Epoch [6][1220/2689] lr: 6.000e-02, eta: 15:06:08, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6828, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.2602 2021-12-03 01:31:25,279 - mmaction - INFO - Epoch [6][1240/2689] lr: 6.000e-02, eta: 15:05:44, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6828, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.3037 2021-12-03 01:31:49,691 - mmaction - INFO - Epoch [6][1260/2689] lr: 6.000e-02, eta: 15:05:20, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6844, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.2767 2021-12-03 01:32:14,178 - mmaction - INFO - Epoch [6][1280/2689] lr: 6.000e-02, eta: 15:04:55, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6922, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.1435 2021-12-03 01:32:38,558 - mmaction - INFO - Epoch [6][1300/2689] lr: 6.000e-02, eta: 15:04:31, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.3906, top5_acc: 0.7047, loss_cls: 2.4071, loss: 2.4071, grad_norm: 2.2037 2021-12-03 01:33:03,118 - mmaction - INFO - Epoch [6][1320/2689] lr: 6.000e-02, eta: 15:04:07, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6813, loss_cls: 2.5048, loss: 2.5048, grad_norm: 2.2448 2021-12-03 01:33:27,379 - mmaction - INFO - Epoch [6][1340/2689] lr: 6.000e-02, eta: 15:03:42, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.4026, loss: 2.4026, grad_norm: 2.1275 2021-12-03 01:33:51,709 - mmaction - INFO - Epoch [6][1360/2689] lr: 6.000e-02, eta: 15:03:17, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6844, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.3389 2021-12-03 01:34:15,953 - mmaction - INFO - Epoch [6][1380/2689] lr: 6.000e-02, eta: 15:02:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4078, top5_acc: 0.7031, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.1624 2021-12-03 01:34:40,189 - mmaction - INFO - Epoch [6][1400/2689] lr: 6.000e-02, eta: 15:02:27, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6937, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.2250 2021-12-03 01:35:04,411 - mmaction - INFO - Epoch [6][1420/2689] lr: 6.000e-02, eta: 15:02:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.2088 2021-12-03 01:35:28,648 - mmaction - INFO - Epoch [6][1440/2689] lr: 6.000e-02, eta: 15:01:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7484, loss_cls: 2.2203, loss: 2.2203, grad_norm: 2.2243 2021-12-03 01:35:52,863 - mmaction - INFO - Epoch [6][1460/2689] lr: 6.000e-02, eta: 15:01:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6781, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.3204 2021-12-03 01:36:17,094 - mmaction - INFO - Epoch [6][1480/2689] lr: 6.000e-02, eta: 15:00:46, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.7000, loss_cls: 2.4507, loss: 2.4507, grad_norm: 2.1785 2021-12-03 01:36:41,304 - mmaction - INFO - Epoch [6][1500/2689] lr: 6.000e-02, eta: 15:00:21, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.7359, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.2975 2021-12-03 01:37:05,541 - mmaction - INFO - Epoch [6][1520/2689] lr: 6.000e-02, eta: 14:59:56, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.2448 2021-12-03 01:37:29,785 - mmaction - INFO - Epoch [6][1540/2689] lr: 6.000e-02, eta: 14:59:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6750, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.2380 2021-12-03 01:37:53,979 - mmaction - INFO - Epoch [6][1560/2689] lr: 6.000e-02, eta: 14:59:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.1546 2021-12-03 01:38:18,180 - mmaction - INFO - Epoch [6][1580/2689] lr: 6.000e-02, eta: 14:58:41, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4074, loss: 2.4074, grad_norm: 2.2017 2021-12-03 01:38:42,373 - mmaction - INFO - Epoch [6][1600/2689] lr: 6.000e-02, eta: 14:58:16, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7188, loss_cls: 2.3569, loss: 2.3569, grad_norm: 2.2705 2021-12-03 01:39:06,570 - mmaction - INFO - Epoch [6][1620/2689] lr: 6.000e-02, eta: 14:57:51, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7047, loss_cls: 2.3736, loss: 2.3736, grad_norm: 2.2935 2021-12-03 01:39:30,783 - mmaction - INFO - Epoch [6][1640/2689] lr: 6.000e-02, eta: 14:57:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7078, loss_cls: 2.3023, loss: 2.3023, grad_norm: 2.3713 2021-12-03 01:39:54,983 - mmaction - INFO - Epoch [6][1660/2689] lr: 6.000e-02, eta: 14:57:01, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7172, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.2181 2021-12-03 01:40:19,193 - mmaction - INFO - Epoch [6][1680/2689] lr: 6.000e-02, eta: 14:56:35, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.6891, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.1596 2021-12-03 01:40:43,398 - mmaction - INFO - Epoch [6][1700/2689] lr: 6.000e-02, eta: 14:56:10, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7156, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.2583 2021-12-03 01:41:07,620 - mmaction - INFO - Epoch [6][1720/2689] lr: 6.000e-02, eta: 14:55:45, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.7047, loss_cls: 2.4154, loss: 2.4154, grad_norm: 2.2723 2021-12-03 01:41:31,806 - mmaction - INFO - Epoch [6][1740/2689] lr: 6.000e-02, eta: 14:55:20, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6734, loss_cls: 2.5102, loss: 2.5102, grad_norm: 2.3803 2021-12-03 01:41:55,996 - mmaction - INFO - Epoch [6][1760/2689] lr: 6.000e-02, eta: 14:54:55, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.3530, loss: 2.3530, grad_norm: 2.1184 2021-12-03 01:42:20,185 - mmaction - INFO - Epoch [6][1780/2689] lr: 6.000e-02, eta: 14:54:30, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7391, loss_cls: 2.2846, loss: 2.2846, grad_norm: 2.2458 2021-12-03 01:42:44,397 - mmaction - INFO - Epoch [6][1800/2689] lr: 6.000e-02, eta: 14:54:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.1978 2021-12-03 01:43:08,606 - mmaction - INFO - Epoch [6][1820/2689] lr: 6.000e-02, eta: 14:53:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6625, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.2644 2021-12-03 01:43:32,790 - mmaction - INFO - Epoch [6][1840/2689] lr: 6.000e-02, eta: 14:53:15, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.1038 2021-12-03 01:43:56,983 - mmaction - INFO - Epoch [6][1860/2689] lr: 6.000e-02, eta: 14:52:50, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6797, loss_cls: 2.5355, loss: 2.5355, grad_norm: 2.2786 2021-12-03 01:44:21,197 - mmaction - INFO - Epoch [6][1880/2689] lr: 6.000e-02, eta: 14:52:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7359, loss_cls: 2.2154, loss: 2.2154, grad_norm: 2.1263 2021-12-03 01:44:45,378 - mmaction - INFO - Epoch [6][1900/2689] lr: 6.000e-02, eta: 14:51:59, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6937, loss_cls: 2.4269, loss: 2.4269, grad_norm: 2.2530 2021-12-03 01:45:09,614 - mmaction - INFO - Epoch [6][1920/2689] lr: 6.000e-02, eta: 14:51:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4047, top5_acc: 0.7406, loss_cls: 2.2826, loss: 2.2826, grad_norm: 2.2339 2021-12-03 01:45:33,805 - mmaction - INFO - Epoch [6][1940/2689] lr: 6.000e-02, eta: 14:51:09, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7266, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.2481 2021-12-03 01:45:57,999 - mmaction - INFO - Epoch [6][1960/2689] lr: 6.000e-02, eta: 14:50:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6703, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.2373 2021-12-03 01:46:22,193 - mmaction - INFO - Epoch [6][1980/2689] lr: 6.000e-02, eta: 14:50:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6844, loss_cls: 2.5102, loss: 2.5102, grad_norm: 2.3901 2021-12-03 01:46:46,446 - mmaction - INFO - Epoch [6][2000/2689] lr: 6.000e-02, eta: 14:49:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7312, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.1233 2021-12-03 01:47:10,634 - mmaction - INFO - Epoch [6][2020/2689] lr: 6.000e-02, eta: 14:49:29, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.5330, loss: 2.5330, grad_norm: 2.2754 2021-12-03 01:47:34,842 - mmaction - INFO - Epoch [6][2040/2689] lr: 6.000e-02, eta: 14:49:04, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.7078, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.1936 2021-12-03 01:47:59,048 - mmaction - INFO - Epoch [6][2060/2689] lr: 6.000e-02, eta: 14:48:39, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6969, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.2176 2021-12-03 01:48:23,251 - mmaction - INFO - Epoch [6][2080/2689] lr: 6.000e-02, eta: 14:48:14, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6797, loss_cls: 2.4534, loss: 2.4534, grad_norm: 2.1510 2021-12-03 01:48:47,469 - mmaction - INFO - Epoch [6][2100/2689] lr: 6.000e-02, eta: 14:47:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7063, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.2008 2021-12-03 01:49:11,671 - mmaction - INFO - Epoch [6][2120/2689] lr: 6.000e-02, eta: 14:47:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6984, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.2364 2021-12-03 01:49:35,875 - mmaction - INFO - Epoch [6][2140/2689] lr: 6.000e-02, eta: 14:46:59, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6953, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.2228 2021-12-03 01:50:00,065 - mmaction - INFO - Epoch [6][2160/2689] lr: 6.000e-02, eta: 14:46:34, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6594, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.2601 2021-12-03 01:50:24,266 - mmaction - INFO - Epoch [6][2180/2689] lr: 6.000e-02, eta: 14:46:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6484, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.2769 2021-12-03 01:50:48,466 - mmaction - INFO - Epoch [6][2200/2689] lr: 6.000e-02, eta: 14:45:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6859, loss_cls: 2.4250, loss: 2.4250, grad_norm: 2.1644 2021-12-03 01:51:12,662 - mmaction - INFO - Epoch [6][2220/2689] lr: 6.000e-02, eta: 14:45:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.0965 2021-12-03 01:51:36,860 - mmaction - INFO - Epoch [6][2240/2689] lr: 6.000e-02, eta: 14:44:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.3002, loss: 2.3002, grad_norm: 2.3118 2021-12-03 01:52:01,060 - mmaction - INFO - Epoch [6][2260/2689] lr: 6.000e-02, eta: 14:44:28, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7031, loss_cls: 2.3141, loss: 2.3141, grad_norm: 2.2273 2021-12-03 01:52:25,263 - mmaction - INFO - Epoch [6][2280/2689] lr: 6.000e-02, eta: 14:44:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6719, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.1699 2021-12-03 01:52:49,448 - mmaction - INFO - Epoch [6][2300/2689] lr: 6.000e-02, eta: 14:43:38, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7219, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.2488 2021-12-03 01:53:13,639 - mmaction - INFO - Epoch [6][2320/2689] lr: 6.000e-02, eta: 14:43:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.3842, loss: 2.3842, grad_norm: 2.3685 2021-12-03 01:53:37,823 - mmaction - INFO - Epoch [6][2340/2689] lr: 6.000e-02, eta: 14:42:48, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6859, loss_cls: 2.4532, loss: 2.4532, grad_norm: 2.2728 2021-12-03 01:54:02,023 - mmaction - INFO - Epoch [6][2360/2689] lr: 6.000e-02, eta: 14:42:23, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7141, loss_cls: 2.3063, loss: 2.3063, grad_norm: 2.2735 2021-12-03 01:54:26,235 - mmaction - INFO - Epoch [6][2380/2689] lr: 6.000e-02, eta: 14:41:58, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6844, loss_cls: 2.4556, loss: 2.4556, grad_norm: 2.3205 2021-12-03 01:54:50,454 - mmaction - INFO - Epoch [6][2400/2689] lr: 6.000e-02, eta: 14:41:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7203, loss_cls: 2.2605, loss: 2.2605, grad_norm: 2.1515 2021-12-03 01:55:14,648 - mmaction - INFO - Epoch [6][2420/2689] lr: 6.000e-02, eta: 14:41:08, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.3984, top5_acc: 0.7078, loss_cls: 2.4011, loss: 2.4011, grad_norm: 2.2567 2021-12-03 01:55:38,862 - mmaction - INFO - Epoch [6][2440/2689] lr: 6.000e-02, eta: 14:40:43, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6687, loss_cls: 2.4915, loss: 2.4915, grad_norm: 2.2190 2021-12-03 01:56:03,091 - mmaction - INFO - Epoch [6][2460/2689] lr: 6.000e-02, eta: 14:40:18, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7141, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.1335 2021-12-03 01:56:27,321 - mmaction - INFO - Epoch [6][2480/2689] lr: 6.000e-02, eta: 14:39:53, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6828, loss_cls: 2.4633, loss: 2.4633, grad_norm: 2.1696 2021-12-03 01:56:51,537 - mmaction - INFO - Epoch [6][2500/2689] lr: 6.000e-02, eta: 14:39:28, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4031, top5_acc: 0.7203, loss_cls: 2.3204, loss: 2.3204, grad_norm: 2.2801 2021-12-03 01:57:15,784 - mmaction - INFO - Epoch [6][2520/2689] lr: 6.000e-02, eta: 14:39:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6609, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.2007 2021-12-03 01:57:39,974 - mmaction - INFO - Epoch [6][2540/2689] lr: 6.000e-02, eta: 14:38:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4109, top5_acc: 0.6766, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.1407 2021-12-03 01:58:04,203 - mmaction - INFO - Epoch [6][2560/2689] lr: 6.000e-02, eta: 14:38:13, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6703, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.3814 2021-12-03 01:58:28,417 - mmaction - INFO - Epoch [6][2580/2689] lr: 6.000e-02, eta: 14:37:48, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6703, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.1898 2021-12-03 01:58:52,653 - mmaction - INFO - Epoch [6][2600/2689] lr: 6.000e-02, eta: 14:37:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.1992 2021-12-03 01:59:16,855 - mmaction - INFO - Epoch [6][2620/2689] lr: 6.000e-02, eta: 14:36:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3042, loss: 2.3042, grad_norm: 2.1978 2021-12-03 01:59:41,085 - mmaction - INFO - Epoch [6][2640/2689] lr: 6.000e-02, eta: 14:36:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7109, loss_cls: 2.3019, loss: 2.3019, grad_norm: 2.1287 2021-12-03 02:00:05,336 - mmaction - INFO - Epoch [6][2660/2689] lr: 6.000e-02, eta: 14:36:08, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7125, loss_cls: 2.2392, loss: 2.2392, grad_norm: 2.0951 2021-12-03 02:00:29,587 - mmaction - INFO - Epoch [6][2680/2689] lr: 6.000e-02, eta: 14:35:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.3060 2021-12-03 02:00:41,124 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-12-03 02:01:38,593 - mmaction - INFO - Epoch [7][20/2689] lr: 6.000e-02, eta: 14:36:01, time: 2.765, data_time: 1.542, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7172, loss_cls: 2.3720, loss: 2.3720, grad_norm: 2.2350 2021-12-03 02:02:02,667 - mmaction - INFO - Epoch [7][40/2689] lr: 6.000e-02, eta: 14:35:36, time: 1.204, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7125, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.1749 2021-12-03 02:02:26,795 - mmaction - INFO - Epoch [7][60/2689] lr: 6.000e-02, eta: 14:35:10, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7516, loss_cls: 2.1904, loss: 2.1904, grad_norm: 2.3082 2021-12-03 02:02:50,947 - mmaction - INFO - Epoch [7][80/2689] lr: 6.000e-02, eta: 14:34:45, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6672, loss_cls: 2.4947, loss: 2.4947, grad_norm: 2.2891 2021-12-03 02:03:15,125 - mmaction - INFO - Epoch [7][100/2689] lr: 6.000e-02, eta: 14:34:20, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7188, loss_cls: 2.2903, loss: 2.2903, grad_norm: 2.1626 2021-12-03 02:03:39,302 - mmaction - INFO - Epoch [7][120/2689] lr: 6.000e-02, eta: 14:33:55, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.3360, loss: 2.3360, grad_norm: 2.2592 2021-12-03 02:04:03,524 - mmaction - INFO - Epoch [7][140/2689] lr: 6.000e-02, eta: 14:33:30, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7156, loss_cls: 2.2806, loss: 2.2806, grad_norm: 2.3034 2021-12-03 02:04:27,721 - mmaction - INFO - Epoch [7][160/2689] lr: 6.000e-02, eta: 14:33:05, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7000, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.1517 2021-12-03 02:04:51,950 - mmaction - INFO - Epoch [7][180/2689] lr: 6.000e-02, eta: 14:32:40, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.1997, loss: 2.1997, grad_norm: 2.1572 2021-12-03 02:05:16,162 - mmaction - INFO - Epoch [7][200/2689] lr: 6.000e-02, eta: 14:32:15, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7156, loss_cls: 2.2483, loss: 2.2483, grad_norm: 2.3968 2021-12-03 02:05:40,364 - mmaction - INFO - Epoch [7][220/2689] lr: 6.000e-02, eta: 14:31:50, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7188, loss_cls: 2.2373, loss: 2.2373, grad_norm: 2.1844 2021-12-03 02:06:04,549 - mmaction - INFO - Epoch [7][240/2689] lr: 6.000e-02, eta: 14:31:24, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6797, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.4209 2021-12-03 02:06:28,755 - mmaction - INFO - Epoch [7][260/2689] lr: 6.000e-02, eta: 14:30:59, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7172, loss_cls: 2.2666, loss: 2.2666, grad_norm: 2.3062 2021-12-03 02:06:52,933 - mmaction - INFO - Epoch [7][280/2689] lr: 6.000e-02, eta: 14:30:34, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6797, loss_cls: 2.4186, loss: 2.4186, grad_norm: 2.1357 2021-12-03 02:07:17,161 - mmaction - INFO - Epoch [7][300/2689] lr: 6.000e-02, eta: 14:30:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7047, loss_cls: 2.3533, loss: 2.3533, grad_norm: 2.2181 2021-12-03 02:07:41,338 - mmaction - INFO - Epoch [7][320/2689] lr: 6.000e-02, eta: 14:29:44, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.1354 2021-12-03 02:08:05,544 - mmaction - INFO - Epoch [7][340/2689] lr: 6.000e-02, eta: 14:29:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.2620 2021-12-03 02:08:29,734 - mmaction - INFO - Epoch [7][360/2689] lr: 6.000e-02, eta: 14:28:54, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7031, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.3208 2021-12-03 02:08:53,922 - mmaction - INFO - Epoch [7][380/2689] lr: 6.000e-02, eta: 14:28:29, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6922, loss_cls: 2.4706, loss: 2.4706, grad_norm: 2.2611 2021-12-03 02:09:18,125 - mmaction - INFO - Epoch [7][400/2689] lr: 6.000e-02, eta: 14:28:04, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.7141, loss_cls: 2.3356, loss: 2.3356, grad_norm: 2.2529 2021-12-03 02:09:42,311 - mmaction - INFO - Epoch [7][420/2689] lr: 6.000e-02, eta: 14:27:39, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7297, loss_cls: 2.2081, loss: 2.2081, grad_norm: 2.2433 2021-12-03 02:10:06,510 - mmaction - INFO - Epoch [7][440/2689] lr: 6.000e-02, eta: 14:27:14, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.6891, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.2032 2021-12-03 02:10:30,699 - mmaction - INFO - Epoch [7][460/2689] lr: 6.000e-02, eta: 14:26:49, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4109, top5_acc: 0.7047, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.2234 2021-12-03 02:10:54,905 - mmaction - INFO - Epoch [7][480/2689] lr: 6.000e-02, eta: 14:26:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4156, top5_acc: 0.6703, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.2271 2021-12-03 02:11:19,130 - mmaction - INFO - Epoch [7][500/2689] lr: 6.000e-02, eta: 14:25:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7016, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.1412 2021-12-03 02:11:43,349 - mmaction - INFO - Epoch [7][520/2689] lr: 6.000e-02, eta: 14:25:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6766, loss_cls: 2.4684, loss: 2.4684, grad_norm: 2.2357 2021-12-03 02:12:07,583 - mmaction - INFO - Epoch [7][540/2689] lr: 6.000e-02, eta: 14:25:09, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7156, loss_cls: 2.2890, loss: 2.2890, grad_norm: 2.1470 2021-12-03 02:12:32,037 - mmaction - INFO - Epoch [7][560/2689] lr: 6.000e-02, eta: 14:24:44, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.3914, loss: 2.3914, grad_norm: 2.2379 2021-12-03 02:12:56,391 - mmaction - INFO - Epoch [7][580/2689] lr: 6.000e-02, eta: 14:24:20, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7109, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.2307 2021-12-03 02:13:20,860 - mmaction - INFO - Epoch [7][600/2689] lr: 6.000e-02, eta: 14:23:55, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7203, loss_cls: 2.3541, loss: 2.3541, grad_norm: 2.1594 2021-12-03 02:13:45,369 - mmaction - INFO - Epoch [7][620/2689] lr: 6.000e-02, eta: 14:23:31, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1968, loss: 2.1968, grad_norm: 2.2554 2021-12-03 02:14:09,948 - mmaction - INFO - Epoch [7][640/2689] lr: 6.000e-02, eta: 14:23:07, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.6906, loss_cls: 2.3323, loss: 2.3323, grad_norm: 2.3123 2021-12-03 02:14:34,418 - mmaction - INFO - Epoch [7][660/2689] lr: 6.000e-02, eta: 14:22:43, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.2926, loss: 2.2926, grad_norm: 2.2805 2021-12-03 02:14:59,079 - mmaction - INFO - Epoch [7][680/2689] lr: 6.000e-02, eta: 14:22:19, time: 1.233, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7078, loss_cls: 2.4271, loss: 2.4271, grad_norm: 2.3580 2021-12-03 02:15:23,652 - mmaction - INFO - Epoch [7][700/2689] lr: 6.000e-02, eta: 14:21:55, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6922, loss_cls: 2.4138, loss: 2.4138, grad_norm: 2.3466 2021-12-03 02:15:48,063 - mmaction - INFO - Epoch [7][720/2689] lr: 6.000e-02, eta: 14:21:30, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7141, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.2200 2021-12-03 02:16:12,607 - mmaction - INFO - Epoch [7][740/2689] lr: 6.000e-02, eta: 14:21:06, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.2331 2021-12-03 02:16:36,893 - mmaction - INFO - Epoch [7][760/2689] lr: 6.000e-02, eta: 14:20:41, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7312, loss_cls: 2.1579, loss: 2.1579, grad_norm: 2.1695 2021-12-03 02:17:01,505 - mmaction - INFO - Epoch [7][780/2689] lr: 6.000e-02, eta: 14:20:17, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.2399, loss: 2.2399, grad_norm: 2.2240 2021-12-03 02:17:25,844 - mmaction - INFO - Epoch [7][800/2689] lr: 6.000e-02, eta: 14:19:52, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.3429, loss: 2.3429, grad_norm: 2.1801 2021-12-03 02:17:50,107 - mmaction - INFO - Epoch [7][820/2689] lr: 6.000e-02, eta: 14:19:28, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7125, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.2712 2021-12-03 02:18:14,341 - mmaction - INFO - Epoch [7][840/2689] lr: 6.000e-02, eta: 14:19:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4016, top5_acc: 0.7234, loss_cls: 2.3073, loss: 2.3073, grad_norm: 2.1988 2021-12-03 02:18:38,592 - mmaction - INFO - Epoch [7][860/2689] lr: 6.000e-02, eta: 14:18:38, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6906, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.2794 2021-12-03 02:19:02,812 - mmaction - INFO - Epoch [7][880/2689] lr: 6.000e-02, eta: 14:18:13, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6781, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.2290 2021-12-03 02:19:27,028 - mmaction - INFO - Epoch [7][900/2689] lr: 6.000e-02, eta: 14:17:48, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.6922, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.1336 2021-12-03 02:19:51,244 - mmaction - INFO - Epoch [7][920/2689] lr: 6.000e-02, eta: 14:17:23, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7391, loss_cls: 2.2357, loss: 2.2357, grad_norm: 2.1623 2021-12-03 02:20:15,442 - mmaction - INFO - Epoch [7][940/2689] lr: 6.000e-02, eta: 14:16:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7297, loss_cls: 2.3163, loss: 2.3163, grad_norm: 2.1904 2021-12-03 02:20:39,642 - mmaction - INFO - Epoch [7][960/2689] lr: 6.000e-02, eta: 14:16:33, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.2915, loss: 2.2915, grad_norm: 2.2085 2021-12-03 02:21:03,862 - mmaction - INFO - Epoch [7][980/2689] lr: 6.000e-02, eta: 14:16:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.6594, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.2072 2021-12-03 02:21:28,061 - mmaction - INFO - Epoch [7][1000/2689] lr: 6.000e-02, eta: 14:15:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7250, loss_cls: 2.2515, loss: 2.2515, grad_norm: 2.1233 2021-12-03 02:21:52,262 - mmaction - INFO - Epoch [7][1020/2689] lr: 6.000e-02, eta: 14:15:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7109, loss_cls: 2.3128, loss: 2.3128, grad_norm: 2.1665 2021-12-03 02:22:16,458 - mmaction - INFO - Epoch [7][1040/2689] lr: 6.000e-02, eta: 14:14:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4203, top5_acc: 0.6906, loss_cls: 2.3528, loss: 2.3528, grad_norm: 2.1949 2021-12-03 02:22:40,662 - mmaction - INFO - Epoch [7][1060/2689] lr: 6.000e-02, eta: 14:14:28, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7125, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.2447 2021-12-03 02:23:04,848 - mmaction - INFO - Epoch [7][1080/2689] lr: 6.000e-02, eta: 14:14:03, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7250, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.1696 2021-12-03 02:23:29,052 - mmaction - INFO - Epoch [7][1100/2689] lr: 6.000e-02, eta: 14:13:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7391, loss_cls: 2.1425, loss: 2.1425, grad_norm: 2.2017 2021-12-03 02:23:53,267 - mmaction - INFO - Epoch [7][1120/2689] lr: 6.000e-02, eta: 14:13:13, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7047, loss_cls: 2.3469, loss: 2.3469, grad_norm: 2.2362 2021-12-03 02:24:17,482 - mmaction - INFO - Epoch [7][1140/2689] lr: 6.000e-02, eta: 14:12:48, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.1401 2021-12-03 02:24:41,710 - mmaction - INFO - Epoch [7][1160/2689] lr: 6.000e-02, eta: 14:12:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7000, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.2871 2021-12-03 02:25:05,943 - mmaction - INFO - Epoch [7][1180/2689] lr: 6.000e-02, eta: 14:11:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.2249 2021-12-03 02:25:30,170 - mmaction - INFO - Epoch [7][1200/2689] lr: 6.000e-02, eta: 14:11:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.6953, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.2171 2021-12-03 02:25:54,381 - mmaction - INFO - Epoch [7][1220/2689] lr: 6.000e-02, eta: 14:11:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7172, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.3424 2021-12-03 02:26:18,572 - mmaction - INFO - Epoch [7][1240/2689] lr: 6.000e-02, eta: 14:10:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.3307, loss: 2.3307, grad_norm: 2.1154 2021-12-03 02:26:42,803 - mmaction - INFO - Epoch [7][1260/2689] lr: 6.000e-02, eta: 14:10:18, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2013, loss: 2.2013, grad_norm: 2.1719 2021-12-03 02:27:06,997 - mmaction - INFO - Epoch [7][1280/2689] lr: 6.000e-02, eta: 14:09:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7375, loss_cls: 2.2356, loss: 2.2356, grad_norm: 2.2783 2021-12-03 02:27:31,228 - mmaction - INFO - Epoch [7][1300/2689] lr: 6.000e-02, eta: 14:09:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7125, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.3590 2021-12-03 02:27:55,491 - mmaction - INFO - Epoch [7][1320/2689] lr: 6.000e-02, eta: 14:09:03, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.6875, loss_cls: 2.3078, loss: 2.3078, grad_norm: 2.1342 2021-12-03 02:28:19,720 - mmaction - INFO - Epoch [7][1340/2689] lr: 6.000e-02, eta: 14:08:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.2419, loss: 2.2419, grad_norm: 2.1295 2021-12-03 02:28:43,966 - mmaction - INFO - Epoch [7][1360/2689] lr: 6.000e-02, eta: 14:08:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.3969, top5_acc: 0.7000, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.2606 2021-12-03 02:29:08,240 - mmaction - INFO - Epoch [7][1380/2689] lr: 6.000e-02, eta: 14:07:49, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7172, loss_cls: 2.2635, loss: 2.2635, grad_norm: 2.2279 2021-12-03 02:29:32,514 - mmaction - INFO - Epoch [7][1400/2689] lr: 6.000e-02, eta: 14:07:24, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7438, loss_cls: 2.1559, loss: 2.1559, grad_norm: 2.1738 2021-12-03 02:29:56,798 - mmaction - INFO - Epoch [7][1420/2689] lr: 6.000e-02, eta: 14:06:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7203, loss_cls: 2.2466, loss: 2.2466, grad_norm: 2.2927 2021-12-03 02:30:21,085 - mmaction - INFO - Epoch [7][1440/2689] lr: 6.000e-02, eta: 14:06:34, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7141, loss_cls: 2.3879, loss: 2.3879, grad_norm: 2.2255 2021-12-03 02:30:45,409 - mmaction - INFO - Epoch [7][1460/2689] lr: 6.000e-02, eta: 14:06:10, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3382, loss: 2.3382, grad_norm: 2.1970 2021-12-03 02:31:09,665 - mmaction - INFO - Epoch [7][1480/2689] lr: 6.000e-02, eta: 14:05:45, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7266, loss_cls: 2.1713, loss: 2.1713, grad_norm: 2.1081 2021-12-03 02:31:33,929 - mmaction - INFO - Epoch [7][1500/2689] lr: 6.000e-02, eta: 14:05:20, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7438, loss_cls: 2.1231, loss: 2.1231, grad_norm: 2.1913 2021-12-03 02:31:58,204 - mmaction - INFO - Epoch [7][1520/2689] lr: 6.000e-02, eta: 14:04:55, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7203, loss_cls: 2.3412, loss: 2.3412, grad_norm: 2.2777 2021-12-03 02:32:22,450 - mmaction - INFO - Epoch [7][1540/2689] lr: 6.000e-02, eta: 14:04:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7469, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.2051 2021-12-03 02:32:46,705 - mmaction - INFO - Epoch [7][1560/2689] lr: 6.000e-02, eta: 14:04:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.2894, loss: 2.2894, grad_norm: 2.2076 2021-12-03 02:33:10,985 - mmaction - INFO - Epoch [7][1580/2689] lr: 6.000e-02, eta: 14:03:41, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7094, loss_cls: 2.3118, loss: 2.3118, grad_norm: 2.1802 2021-12-03 02:33:35,245 - mmaction - INFO - Epoch [7][1600/2689] lr: 6.000e-02, eta: 14:03:16, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7141, loss_cls: 2.3108, loss: 2.3108, grad_norm: 2.1034 2021-12-03 02:33:59,528 - mmaction - INFO - Epoch [7][1620/2689] lr: 6.000e-02, eta: 14:02:51, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7406, loss_cls: 2.1856, loss: 2.1856, grad_norm: 2.1347 2021-12-03 02:34:23,763 - mmaction - INFO - Epoch [7][1640/2689] lr: 6.000e-02, eta: 14:02:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7375, loss_cls: 2.2376, loss: 2.2376, grad_norm: 2.2811 2021-12-03 02:34:47,996 - mmaction - INFO - Epoch [7][1660/2689] lr: 6.000e-02, eta: 14:02:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6906, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.2132 2021-12-03 02:35:12,198 - mmaction - INFO - Epoch [7][1680/2689] lr: 6.000e-02, eta: 14:01:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7438, loss_cls: 2.3023, loss: 2.3023, grad_norm: 2.2595 2021-12-03 02:35:36,415 - mmaction - INFO - Epoch [7][1700/2689] lr: 6.000e-02, eta: 14:01:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7125, loss_cls: 2.2797, loss: 2.2797, grad_norm: 2.1712 2021-12-03 02:36:00,621 - mmaction - INFO - Epoch [7][1720/2689] lr: 6.000e-02, eta: 14:00:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7063, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.3081 2021-12-03 02:36:24,817 - mmaction - INFO - Epoch [7][1740/2689] lr: 6.000e-02, eta: 14:00:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6859, loss_cls: 2.3914, loss: 2.3914, grad_norm: 2.1883 2021-12-03 02:36:49,017 - mmaction - INFO - Epoch [7][1760/2689] lr: 6.000e-02, eta: 13:59:57, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6969, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.2044 2021-12-03 02:37:13,220 - mmaction - INFO - Epoch [7][1780/2689] lr: 6.000e-02, eta: 13:59:32, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7203, loss_cls: 2.3753, loss: 2.3753, grad_norm: 2.2136 2021-12-03 02:37:37,415 - mmaction - INFO - Epoch [7][1800/2689] lr: 6.000e-02, eta: 13:59:07, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.2350 2021-12-03 02:38:01,621 - mmaction - INFO - Epoch [7][1820/2689] lr: 6.000e-02, eta: 13:58:42, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7094, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.1992 2021-12-03 02:38:25,821 - mmaction - INFO - Epoch [7][1840/2689] lr: 6.000e-02, eta: 13:58:17, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.3683, loss: 2.3683, grad_norm: 2.2575 2021-12-03 02:38:50,020 - mmaction - INFO - Epoch [7][1860/2689] lr: 6.000e-02, eta: 13:57:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7188, loss_cls: 2.2749, loss: 2.2749, grad_norm: 2.1112 2021-12-03 02:39:14,205 - mmaction - INFO - Epoch [7][1880/2689] lr: 6.000e-02, eta: 13:57:27, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7156, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.2395 2021-12-03 02:39:38,399 - mmaction - INFO - Epoch [7][1900/2689] lr: 6.000e-02, eta: 13:57:02, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7188, loss_cls: 2.2730, loss: 2.2730, grad_norm: 2.1587 2021-12-03 02:40:02,609 - mmaction - INFO - Epoch [7][1920/2689] lr: 6.000e-02, eta: 13:56:37, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7500, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.2687 2021-12-03 02:40:26,820 - mmaction - INFO - Epoch [7][1940/2689] lr: 6.000e-02, eta: 13:56:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.1651, loss: 2.1651, grad_norm: 2.0864 2021-12-03 02:40:51,023 - mmaction - INFO - Epoch [7][1960/2689] lr: 6.000e-02, eta: 13:55:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4109, top5_acc: 0.6906, loss_cls: 2.4048, loss: 2.4048, grad_norm: 2.3481 2021-12-03 02:41:15,241 - mmaction - INFO - Epoch [7][1980/2689] lr: 6.000e-02, eta: 13:55:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7172, loss_cls: 2.3332, loss: 2.3332, grad_norm: 2.1047 2021-12-03 02:41:39,433 - mmaction - INFO - Epoch [7][2000/2689] lr: 6.000e-02, eta: 13:54:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7000, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.2487 2021-12-03 02:42:03,647 - mmaction - INFO - Epoch [7][2020/2689] lr: 6.000e-02, eta: 13:54:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.2019, loss: 2.2019, grad_norm: 2.1691 2021-12-03 02:42:27,848 - mmaction - INFO - Epoch [7][2040/2689] lr: 6.000e-02, eta: 13:54:08, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.1476, loss: 2.1476, grad_norm: 2.1813 2021-12-03 02:42:52,071 - mmaction - INFO - Epoch [7][2060/2689] lr: 6.000e-02, eta: 13:53:43, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7625, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.1830 2021-12-03 02:43:16,295 - mmaction - INFO - Epoch [7][2080/2689] lr: 6.000e-02, eta: 13:53:18, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7047, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.1316 2021-12-03 02:43:40,511 - mmaction - INFO - Epoch [7][2100/2689] lr: 6.000e-02, eta: 13:52:53, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7063, loss_cls: 2.2866, loss: 2.2866, grad_norm: 2.2265 2021-12-03 02:44:04,755 - mmaction - INFO - Epoch [7][2120/2689] lr: 6.000e-02, eta: 13:52:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7219, loss_cls: 2.2148, loss: 2.2148, grad_norm: 2.1499 2021-12-03 02:44:29,002 - mmaction - INFO - Epoch [7][2140/2689] lr: 6.000e-02, eta: 13:52:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7375, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.1987 2021-12-03 02:44:53,251 - mmaction - INFO - Epoch [7][2160/2689] lr: 6.000e-02, eta: 13:51:39, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7016, loss_cls: 2.2908, loss: 2.2908, grad_norm: 2.2766 2021-12-03 02:45:17,649 - mmaction - INFO - Epoch [7][2180/2689] lr: 6.000e-02, eta: 13:51:14, time: 1.220, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.6969, loss_cls: 2.4217, loss: 2.4217, grad_norm: 2.3192 2021-12-03 02:45:41,954 - mmaction - INFO - Epoch [7][2200/2689] lr: 6.000e-02, eta: 13:50:49, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.1898 2021-12-03 02:46:06,302 - mmaction - INFO - Epoch [7][2220/2689] lr: 6.000e-02, eta: 13:50:25, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7422, loss_cls: 2.1972, loss: 2.1972, grad_norm: 2.2535 2021-12-03 02:46:30,659 - mmaction - INFO - Epoch [7][2240/2689] lr: 6.000e-02, eta: 13:50:00, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7359, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.2617 2021-12-03 02:46:55,101 - mmaction - INFO - Epoch [7][2260/2689] lr: 6.000e-02, eta: 13:49:36, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7453, loss_cls: 2.2573, loss: 2.2573, grad_norm: 2.2177 2021-12-03 02:47:19,453 - mmaction - INFO - Epoch [7][2280/2689] lr: 6.000e-02, eta: 13:49:11, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.4965, loss: 2.4965, grad_norm: 2.1714 2021-12-03 02:47:43,826 - mmaction - INFO - Epoch [7][2300/2689] lr: 6.000e-02, eta: 13:48:47, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7047, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.2859 2021-12-03 02:48:08,444 - mmaction - INFO - Epoch [7][2320/2689] lr: 6.000e-02, eta: 13:48:23, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7297, loss_cls: 2.2585, loss: 2.2585, grad_norm: 2.1774 2021-12-03 02:48:32,835 - mmaction - INFO - Epoch [7][2340/2689] lr: 6.000e-02, eta: 13:47:58, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.3382 2021-12-03 02:48:57,197 - mmaction - INFO - Epoch [7][2360/2689] lr: 6.000e-02, eta: 13:47:34, time: 1.218, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7344, loss_cls: 2.3287, loss: 2.3287, grad_norm: 2.2247 2021-12-03 02:49:21,716 - mmaction - INFO - Epoch [7][2380/2689] lr: 6.000e-02, eta: 13:47:10, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7234, loss_cls: 2.3197, loss: 2.3197, grad_norm: 2.0902 2021-12-03 02:49:46,100 - mmaction - INFO - Epoch [7][2400/2689] lr: 6.000e-02, eta: 13:46:45, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7266, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.2727 2021-12-03 02:50:10,357 - mmaction - INFO - Epoch [7][2420/2689] lr: 6.000e-02, eta: 13:46:20, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4109, top5_acc: 0.7156, loss_cls: 2.3032, loss: 2.3032, grad_norm: 2.2406 2021-12-03 02:50:34,756 - mmaction - INFO - Epoch [7][2440/2689] lr: 6.000e-02, eta: 13:45:56, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7094, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.2680 2021-12-03 02:50:59,017 - mmaction - INFO - Epoch [7][2460/2689] lr: 6.000e-02, eta: 13:45:31, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7078, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.1479 2021-12-03 02:51:23,268 - mmaction - INFO - Epoch [7][2480/2689] lr: 6.000e-02, eta: 13:45:06, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.2615, loss: 2.2615, grad_norm: 2.1347 2021-12-03 02:51:47,500 - mmaction - INFO - Epoch [7][2500/2689] lr: 6.000e-02, eta: 13:44:41, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.2866, loss: 2.2866, grad_norm: 2.2956 2021-12-03 02:52:11,725 - mmaction - INFO - Epoch [7][2520/2689] lr: 6.000e-02, eta: 13:44:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4031, top5_acc: 0.7078, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.1708 2021-12-03 02:52:35,928 - mmaction - INFO - Epoch [7][2540/2689] lr: 6.000e-02, eta: 13:43:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7250, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.2144 2021-12-03 02:53:00,125 - mmaction - INFO - Epoch [7][2560/2689] lr: 6.000e-02, eta: 13:43:27, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7172, loss_cls: 2.3378, loss: 2.3378, grad_norm: 2.1472 2021-12-03 02:53:24,340 - mmaction - INFO - Epoch [7][2580/2689] lr: 6.000e-02, eta: 13:43:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.2035, loss: 2.2035, grad_norm: 2.1592 2021-12-03 02:53:48,526 - mmaction - INFO - Epoch [7][2600/2689] lr: 6.000e-02, eta: 13:42:37, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7016, loss_cls: 2.3136, loss: 2.3136, grad_norm: 2.1383 2021-12-03 02:54:12,704 - mmaction - INFO - Epoch [7][2620/2689] lr: 6.000e-02, eta: 13:42:12, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7375, loss_cls: 2.2164, loss: 2.2164, grad_norm: 2.1607 2021-12-03 02:54:36,876 - mmaction - INFO - Epoch [7][2640/2689] lr: 6.000e-02, eta: 13:41:47, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7141, loss_cls: 2.2830, loss: 2.2830, grad_norm: 2.2735 2021-12-03 02:55:01,072 - mmaction - INFO - Epoch [7][2660/2689] lr: 6.000e-02, eta: 13:41:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7047, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.1884 2021-12-03 02:55:25,276 - mmaction - INFO - Epoch [7][2680/2689] lr: 6.000e-02, eta: 13:40:57, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.1371 2021-12-03 02:55:36,223 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-12-03 02:56:29,951 - mmaction - INFO - Epoch [8][20/2689] lr: 6.000e-02, eta: 13:40:59, time: 2.648, data_time: 1.420, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7156, loss_cls: 2.3138, loss: 2.3138, grad_norm: 2.1883 2021-12-03 02:56:54,069 - mmaction - INFO - Epoch [8][40/2689] lr: 6.000e-02, eta: 13:40:34, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2110, loss: 2.2110, grad_norm: 2.0784 2021-12-03 02:57:18,268 - mmaction - INFO - Epoch [8][60/2689] lr: 6.000e-02, eta: 13:40:09, time: 1.209, data_time: 0.002, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7141, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.2291 2021-12-03 02:57:42,447 - mmaction - INFO - Epoch [8][80/2689] lr: 6.000e-02, eta: 13:39:44, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.6922, loss_cls: 2.2979, loss: 2.2979, grad_norm: 2.1955 2021-12-03 02:58:06,643 - mmaction - INFO - Epoch [8][100/2689] lr: 6.000e-02, eta: 13:39:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7406, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.2302 2021-12-03 02:58:30,884 - mmaction - INFO - Epoch [8][120/2689] lr: 6.000e-02, eta: 13:38:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7391, loss_cls: 2.1824, loss: 2.1824, grad_norm: 2.2233 2021-12-03 02:58:55,125 - mmaction - INFO - Epoch [8][140/2689] lr: 6.000e-02, eta: 13:38:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7562, loss_cls: 2.1867, loss: 2.1867, grad_norm: 2.2461 2021-12-03 02:59:19,369 - mmaction - INFO - Epoch [8][160/2689] lr: 6.000e-02, eta: 13:38:05, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7188, loss_cls: 2.2085, loss: 2.2085, grad_norm: 2.2770 2021-12-03 02:59:43,716 - mmaction - INFO - Epoch [8][180/2689] lr: 6.000e-02, eta: 13:37:40, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.2694, loss: 2.2694, grad_norm: 2.2847 2021-12-03 03:00:07,977 - mmaction - INFO - Epoch [8][200/2689] lr: 6.000e-02, eta: 13:37:15, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7203, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.1991 2021-12-03 03:00:32,197 - mmaction - INFO - Epoch [8][220/2689] lr: 6.000e-02, eta: 13:36:51, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7172, loss_cls: 2.2304, loss: 2.2304, grad_norm: 2.2609 2021-12-03 03:00:56,596 - mmaction - INFO - Epoch [8][240/2689] lr: 6.000e-02, eta: 13:36:26, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7391, loss_cls: 2.2272, loss: 2.2272, grad_norm: 2.0831 2021-12-03 03:01:20,835 - mmaction - INFO - Epoch [8][260/2689] lr: 6.000e-02, eta: 13:36:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7172, loss_cls: 2.2376, loss: 2.2376, grad_norm: 2.2311 2021-12-03 03:01:45,170 - mmaction - INFO - Epoch [8][280/2689] lr: 6.000e-02, eta: 13:35:37, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7266, loss_cls: 2.2052, loss: 2.2052, grad_norm: 2.2436 2021-12-03 03:02:09,570 - mmaction - INFO - Epoch [8][300/2689] lr: 6.000e-02, eta: 13:35:12, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.2782, loss: 2.2782, grad_norm: 2.2989 2021-12-03 03:02:33,851 - mmaction - INFO - Epoch [8][320/2689] lr: 6.000e-02, eta: 13:34:47, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7266, loss_cls: 2.2015, loss: 2.2015, grad_norm: 2.1222 2021-12-03 03:02:58,229 - mmaction - INFO - Epoch [8][340/2689] lr: 6.000e-02, eta: 13:34:23, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1461, loss: 2.1461, grad_norm: 2.1250 2021-12-03 03:03:22,562 - mmaction - INFO - Epoch [8][360/2689] lr: 6.000e-02, eta: 13:33:58, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7234, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.1935 2021-12-03 03:03:46,840 - mmaction - INFO - Epoch [8][380/2689] lr: 6.000e-02, eta: 13:33:33, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.2362, loss: 2.2362, grad_norm: 2.3106 2021-12-03 03:04:11,105 - mmaction - INFO - Epoch [8][400/2689] lr: 6.000e-02, eta: 13:33:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4000, top5_acc: 0.7063, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.2774 2021-12-03 03:04:35,384 - mmaction - INFO - Epoch [8][420/2689] lr: 6.000e-02, eta: 13:32:44, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7484, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.1412 2021-12-03 03:04:59,780 - mmaction - INFO - Epoch [8][440/2689] lr: 6.000e-02, eta: 13:32:19, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7500, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.2381 2021-12-03 03:05:24,042 - mmaction - INFO - Epoch [8][460/2689] lr: 6.000e-02, eta: 13:31:55, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7500, loss_cls: 2.1425, loss: 2.1425, grad_norm: 2.2439 2021-12-03 03:05:48,282 - mmaction - INFO - Epoch [8][480/2689] lr: 6.000e-02, eta: 13:31:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7188, loss_cls: 2.1865, loss: 2.1865, grad_norm: 2.1610 2021-12-03 03:06:12,641 - mmaction - INFO - Epoch [8][500/2689] lr: 6.000e-02, eta: 13:31:05, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.2909, loss: 2.2909, grad_norm: 2.1419 2021-12-03 03:06:36,897 - mmaction - INFO - Epoch [8][520/2689] lr: 6.000e-02, eta: 13:30:40, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7281, loss_cls: 2.1661, loss: 2.1661, grad_norm: 2.2204 2021-12-03 03:07:01,172 - mmaction - INFO - Epoch [8][540/2689] lr: 6.000e-02, eta: 13:30:16, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.2734, loss: 2.2734, grad_norm: 2.3114 2021-12-03 03:07:25,460 - mmaction - INFO - Epoch [8][560/2689] lr: 6.000e-02, eta: 13:29:51, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7266, loss_cls: 2.1996, loss: 2.1996, grad_norm: 2.1309 2021-12-03 03:07:49,696 - mmaction - INFO - Epoch [8][580/2689] lr: 6.000e-02, eta: 13:29:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7297, loss_cls: 2.2068, loss: 2.2068, grad_norm: 2.2021 2021-12-03 03:08:13,940 - mmaction - INFO - Epoch [8][600/2689] lr: 6.000e-02, eta: 13:29:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7297, loss_cls: 2.2335, loss: 2.2335, grad_norm: 2.3095 2021-12-03 03:08:38,173 - mmaction - INFO - Epoch [8][620/2689] lr: 6.000e-02, eta: 13:28:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7109, loss_cls: 2.2833, loss: 2.2833, grad_norm: 2.2013 2021-12-03 03:09:02,400 - mmaction - INFO - Epoch [8][640/2689] lr: 6.000e-02, eta: 13:28:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.1696 2021-12-03 03:09:26,618 - mmaction - INFO - Epoch [8][660/2689] lr: 6.000e-02, eta: 13:27:47, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7063, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.2383 2021-12-03 03:09:50,846 - mmaction - INFO - Epoch [8][680/2689] lr: 6.000e-02, eta: 13:27:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.0338 2021-12-03 03:10:15,062 - mmaction - INFO - Epoch [8][700/2689] lr: 6.000e-02, eta: 13:26:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7266, loss_cls: 2.2273, loss: 2.2273, grad_norm: 2.1946 2021-12-03 03:10:39,276 - mmaction - INFO - Epoch [8][720/2689] lr: 6.000e-02, eta: 13:26:32, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7156, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.2955 2021-12-03 03:11:03,496 - mmaction - INFO - Epoch [8][740/2689] lr: 6.000e-02, eta: 13:26:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2151, loss: 2.2151, grad_norm: 2.1576 2021-12-03 03:11:27,704 - mmaction - INFO - Epoch [8][760/2689] lr: 6.000e-02, eta: 13:25:42, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7328, loss_cls: 2.2518, loss: 2.2518, grad_norm: 2.1993 2021-12-03 03:11:51,906 - mmaction - INFO - Epoch [8][780/2689] lr: 6.000e-02, eta: 13:25:17, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7750, loss_cls: 2.0635, loss: 2.0635, grad_norm: 2.1875 2021-12-03 03:12:16,099 - mmaction - INFO - Epoch [8][800/2689] lr: 6.000e-02, eta: 13:24:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7375, loss_cls: 2.2044, loss: 2.2044, grad_norm: 2.2264 2021-12-03 03:12:40,313 - mmaction - INFO - Epoch [8][820/2689] lr: 6.000e-02, eta: 13:24:28, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7594, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.2045 2021-12-03 03:13:04,523 - mmaction - INFO - Epoch [8][840/2689] lr: 6.000e-02, eta: 13:24:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7391, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.2571 2021-12-03 03:13:28,721 - mmaction - INFO - Epoch [8][860/2689] lr: 6.000e-02, eta: 13:23:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7391, loss_cls: 2.2167, loss: 2.2167, grad_norm: 2.1601 2021-12-03 03:13:52,930 - mmaction - INFO - Epoch [8][880/2689] lr: 6.000e-02, eta: 13:23:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2927, loss: 2.2927, grad_norm: 2.2051 2021-12-03 03:14:17,166 - mmaction - INFO - Epoch [8][900/2689] lr: 6.000e-02, eta: 13:22:48, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.2210 2021-12-03 03:14:41,388 - mmaction - INFO - Epoch [8][920/2689] lr: 6.000e-02, eta: 13:22:23, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1945, loss: 2.1945, grad_norm: 2.2089 2021-12-03 03:15:05,589 - mmaction - INFO - Epoch [8][940/2689] lr: 6.000e-02, eta: 13:21:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1422, loss: 2.1422, grad_norm: 2.2347 2021-12-03 03:15:29,829 - mmaction - INFO - Epoch [8][960/2689] lr: 6.000e-02, eta: 13:21:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7234, loss_cls: 2.2317, loss: 2.2317, grad_norm: 2.1866 2021-12-03 03:15:54,088 - mmaction - INFO - Epoch [8][980/2689] lr: 6.000e-02, eta: 13:21:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7016, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.1439 2021-12-03 03:16:18,524 - mmaction - INFO - Epoch [8][1000/2689] lr: 6.000e-02, eta: 13:20:44, time: 1.222, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7578, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.1088 2021-12-03 03:16:42,747 - mmaction - INFO - Epoch [8][1020/2689] lr: 6.000e-02, eta: 13:20:20, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7328, loss_cls: 2.1722, loss: 2.1722, grad_norm: 2.2134 2021-12-03 03:17:06,969 - mmaction - INFO - Epoch [8][1040/2689] lr: 6.000e-02, eta: 13:19:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7516, loss_cls: 2.1173, loss: 2.1173, grad_norm: 2.1436 2021-12-03 03:17:31,229 - mmaction - INFO - Epoch [8][1060/2689] lr: 6.000e-02, eta: 13:19:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7438, loss_cls: 2.2047, loss: 2.2047, grad_norm: 2.1659 2021-12-03 03:17:55,550 - mmaction - INFO - Epoch [8][1080/2689] lr: 6.000e-02, eta: 13:19:05, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.2274 2021-12-03 03:18:19,812 - mmaction - INFO - Epoch [8][1100/2689] lr: 6.000e-02, eta: 13:18:41, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7234, loss_cls: 2.2516, loss: 2.2516, grad_norm: 2.2759 2021-12-03 03:18:44,108 - mmaction - INFO - Epoch [8][1120/2689] lr: 6.000e-02, eta: 13:18:16, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1919, loss: 2.1919, grad_norm: 2.2690 2021-12-03 03:19:08,363 - mmaction - INFO - Epoch [8][1140/2689] lr: 6.000e-02, eta: 13:17:51, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.2592, loss: 2.2592, grad_norm: 2.1945 2021-12-03 03:19:32,736 - mmaction - INFO - Epoch [8][1160/2689] lr: 6.000e-02, eta: 13:17:27, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.3875, top5_acc: 0.7188, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.2587 2021-12-03 03:19:57,020 - mmaction - INFO - Epoch [8][1180/2689] lr: 6.000e-02, eta: 13:17:02, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7063, loss_cls: 2.3051, loss: 2.3051, grad_norm: 2.1802 2021-12-03 03:20:21,265 - mmaction - INFO - Epoch [8][1200/2689] lr: 6.000e-02, eta: 13:16:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7000, loss_cls: 2.2484, loss: 2.2484, grad_norm: 2.1319 2021-12-03 03:20:45,526 - mmaction - INFO - Epoch [8][1220/2689] lr: 6.000e-02, eta: 13:16:12, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.2202, loss: 2.2202, grad_norm: 2.2592 2021-12-03 03:21:09,779 - mmaction - INFO - Epoch [8][1240/2689] lr: 6.000e-02, eta: 13:15:48, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7359, loss_cls: 2.2047, loss: 2.2047, grad_norm: 2.1502 2021-12-03 03:21:34,023 - mmaction - INFO - Epoch [8][1260/2689] lr: 6.000e-02, eta: 13:15:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7312, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.1496 2021-12-03 03:21:58,251 - mmaction - INFO - Epoch [8][1280/2689] lr: 6.000e-02, eta: 13:14:58, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7453, loss_cls: 2.1329, loss: 2.1329, grad_norm: 2.3100 2021-12-03 03:22:22,484 - mmaction - INFO - Epoch [8][1300/2689] lr: 6.000e-02, eta: 13:14:33, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7422, loss_cls: 2.1280, loss: 2.1280, grad_norm: 2.1501 2021-12-03 03:22:46,710 - mmaction - INFO - Epoch [8][1320/2689] lr: 6.000e-02, eta: 13:14:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7375, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.2461 2021-12-03 03:23:10,921 - mmaction - INFO - Epoch [8][1340/2689] lr: 6.000e-02, eta: 13:13:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7328, loss_cls: 2.2468, loss: 2.2468, grad_norm: 2.2177 2021-12-03 03:23:35,146 - mmaction - INFO - Epoch [8][1360/2689] lr: 6.000e-02, eta: 13:13:19, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1283, loss: 2.1283, grad_norm: 2.2646 2021-12-03 03:23:59,368 - mmaction - INFO - Epoch [8][1380/2689] lr: 6.000e-02, eta: 13:12:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7266, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.1934 2021-12-03 03:24:23,582 - mmaction - INFO - Epoch [8][1400/2689] lr: 6.000e-02, eta: 13:12:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7016, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.2062 2021-12-03 03:24:47,794 - mmaction - INFO - Epoch [8][1420/2689] lr: 6.000e-02, eta: 13:12:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7438, loss_cls: 2.1703, loss: 2.1703, grad_norm: 2.3239 2021-12-03 03:25:12,017 - mmaction - INFO - Epoch [8][1440/2689] lr: 6.000e-02, eta: 13:11:39, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7297, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.1784 2021-12-03 03:25:36,257 - mmaction - INFO - Epoch [8][1460/2689] lr: 6.000e-02, eta: 13:11:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7078, loss_cls: 2.2549, loss: 2.2549, grad_norm: 2.2392 2021-12-03 03:26:00,522 - mmaction - INFO - Epoch [8][1480/2689] lr: 6.000e-02, eta: 13:10:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7359, loss_cls: 2.1741, loss: 2.1741, grad_norm: 2.1898 2021-12-03 03:26:24,767 - mmaction - INFO - Epoch [8][1500/2689] lr: 6.000e-02, eta: 13:10:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7141, loss_cls: 2.2742, loss: 2.2742, grad_norm: 2.2374 2021-12-03 03:26:48,993 - mmaction - INFO - Epoch [8][1520/2689] lr: 6.000e-02, eta: 13:10:00, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7234, loss_cls: 2.2458, loss: 2.2458, grad_norm: 2.1620 2021-12-03 03:27:13,225 - mmaction - INFO - Epoch [8][1540/2689] lr: 6.000e-02, eta: 13:09:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.1937, loss: 2.1937, grad_norm: 2.1715 2021-12-03 03:27:37,466 - mmaction - INFO - Epoch [8][1560/2689] lr: 6.000e-02, eta: 13:09:11, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7391, loss_cls: 2.1785, loss: 2.1785, grad_norm: 2.2158 2021-12-03 03:28:01,690 - mmaction - INFO - Epoch [8][1580/2689] lr: 6.000e-02, eta: 13:08:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7328, loss_cls: 2.2379, loss: 2.2379, grad_norm: 2.2840 2021-12-03 03:28:25,945 - mmaction - INFO - Epoch [8][1600/2689] lr: 6.000e-02, eta: 13:08:21, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7453, loss_cls: 2.2338, loss: 2.2338, grad_norm: 2.1693 2021-12-03 03:28:50,197 - mmaction - INFO - Epoch [8][1620/2689] lr: 6.000e-02, eta: 13:07:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.1937, loss: 2.1937, grad_norm: 2.0632 2021-12-03 03:29:14,428 - mmaction - INFO - Epoch [8][1640/2689] lr: 6.000e-02, eta: 13:07:32, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.2137, loss: 2.2137, grad_norm: 2.2238 2021-12-03 03:29:38,672 - mmaction - INFO - Epoch [8][1660/2689] lr: 6.000e-02, eta: 13:07:07, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7359, loss_cls: 2.2095, loss: 2.2095, grad_norm: 2.2674 2021-12-03 03:30:02,898 - mmaction - INFO - Epoch [8][1680/2689] lr: 6.000e-02, eta: 13:06:42, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.1199 2021-12-03 03:30:27,113 - mmaction - INFO - Epoch [8][1700/2689] lr: 6.000e-02, eta: 13:06:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.2603 2021-12-03 03:30:51,344 - mmaction - INFO - Epoch [8][1720/2689] lr: 6.000e-02, eta: 13:05:53, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.1444 2021-12-03 03:31:15,585 - mmaction - INFO - Epoch [8][1740/2689] lr: 6.000e-02, eta: 13:05:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7516, loss_cls: 2.1566, loss: 2.1566, grad_norm: 2.1474 2021-12-03 03:31:39,822 - mmaction - INFO - Epoch [8][1760/2689] lr: 6.000e-02, eta: 13:05:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.2591 2021-12-03 03:32:04,076 - mmaction - INFO - Epoch [8][1780/2689] lr: 6.000e-02, eta: 13:04:38, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7406, loss_cls: 2.1833, loss: 2.1833, grad_norm: 2.1786 2021-12-03 03:32:28,331 - mmaction - INFO - Epoch [8][1800/2689] lr: 6.000e-02, eta: 13:04:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.1720 2021-12-03 03:32:52,563 - mmaction - INFO - Epoch [8][1820/2689] lr: 6.000e-02, eta: 13:03:49, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1620, loss: 2.1620, grad_norm: 2.0967 2021-12-03 03:33:16,804 - mmaction - INFO - Epoch [8][1840/2689] lr: 6.000e-02, eta: 13:03:24, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7578, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.2360 2021-12-03 03:33:41,044 - mmaction - INFO - Epoch [8][1860/2689] lr: 6.000e-02, eta: 13:02:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.1721, loss: 2.1721, grad_norm: 2.2186 2021-12-03 03:34:05,285 - mmaction - INFO - Epoch [8][1880/2689] lr: 6.000e-02, eta: 13:02:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7453, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.1379 2021-12-03 03:34:29,515 - mmaction - INFO - Epoch [8][1900/2689] lr: 6.000e-02, eta: 13:02:10, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.1820, loss: 2.1820, grad_norm: 2.1716 2021-12-03 03:34:53,748 - mmaction - INFO - Epoch [8][1920/2689] lr: 6.000e-02, eta: 13:01:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7203, loss_cls: 2.2474, loss: 2.2474, grad_norm: 2.1025 2021-12-03 03:35:17,994 - mmaction - INFO - Epoch [8][1940/2689] lr: 6.000e-02, eta: 13:01:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7750, loss_cls: 2.0495, loss: 2.0495, grad_norm: 2.1728 2021-12-03 03:35:42,231 - mmaction - INFO - Epoch [8][1960/2689] lr: 6.000e-02, eta: 13:00:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2082, loss: 2.2082, grad_norm: 2.2520 2021-12-03 03:36:06,463 - mmaction - INFO - Epoch [8][1980/2689] lr: 6.000e-02, eta: 13:00:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7422, loss_cls: 2.1397, loss: 2.1397, grad_norm: 2.2671 2021-12-03 03:36:30,730 - mmaction - INFO - Epoch [8][2000/2689] lr: 6.000e-02, eta: 13:00:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7203, loss_cls: 2.3109, loss: 2.3109, grad_norm: 2.3101 2021-12-03 03:36:54,968 - mmaction - INFO - Epoch [8][2020/2689] lr: 6.000e-02, eta: 12:59:41, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7250, loss_cls: 2.2298, loss: 2.2298, grad_norm: 2.0922 2021-12-03 03:37:19,212 - mmaction - INFO - Epoch [8][2040/2689] lr: 6.000e-02, eta: 12:59:16, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7438, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.0889 2021-12-03 03:37:43,430 - mmaction - INFO - Epoch [8][2060/2689] lr: 6.000e-02, eta: 12:58:52, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.0701 2021-12-03 03:38:07,660 - mmaction - INFO - Epoch [8][2080/2689] lr: 6.000e-02, eta: 12:58:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7422, loss_cls: 2.1868, loss: 2.1868, grad_norm: 2.1548 2021-12-03 03:38:31,903 - mmaction - INFO - Epoch [8][2100/2689] lr: 6.000e-02, eta: 12:58:02, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7516, loss_cls: 2.0937, loss: 2.0937, grad_norm: 2.1681 2021-12-03 03:38:56,122 - mmaction - INFO - Epoch [8][2120/2689] lr: 6.000e-02, eta: 12:57:37, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7516, loss_cls: 2.1549, loss: 2.1549, grad_norm: 2.2773 2021-12-03 03:39:20,357 - mmaction - INFO - Epoch [8][2140/2689] lr: 6.000e-02, eta: 12:57:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7516, loss_cls: 2.1582, loss: 2.1582, grad_norm: 2.1765 2021-12-03 03:39:44,558 - mmaction - INFO - Epoch [8][2160/2689] lr: 6.000e-02, eta: 12:56:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4109, top5_acc: 0.6953, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.2414 2021-12-03 03:40:08,762 - mmaction - INFO - Epoch [8][2180/2689] lr: 6.000e-02, eta: 12:56:23, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7328, loss_cls: 2.2593, loss: 2.2593, grad_norm: 2.1628 2021-12-03 03:40:32,992 - mmaction - INFO - Epoch [8][2200/2689] lr: 6.000e-02, eta: 12:55:58, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7453, loss_cls: 2.1293, loss: 2.1293, grad_norm: 2.1681 2021-12-03 03:40:57,216 - mmaction - INFO - Epoch [8][2220/2689] lr: 6.000e-02, eta: 12:55:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7297, loss_cls: 2.1592, loss: 2.1592, grad_norm: 2.2578 2021-12-03 03:41:21,478 - mmaction - INFO - Epoch [8][2240/2689] lr: 6.000e-02, eta: 12:55:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7203, loss_cls: 2.2154, loss: 2.2154, grad_norm: 2.2156 2021-12-03 03:41:45,710 - mmaction - INFO - Epoch [8][2260/2689] lr: 6.000e-02, eta: 12:54:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7609, loss_cls: 1.9843, loss: 1.9843, grad_norm: 2.0369 2021-12-03 03:42:09,986 - mmaction - INFO - Epoch [8][2280/2689] lr: 6.000e-02, eta: 12:54:19, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7609, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.2008 2021-12-03 03:42:34,262 - mmaction - INFO - Epoch [8][2300/2689] lr: 6.000e-02, eta: 12:53:55, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7172, loss_cls: 2.2750, loss: 2.2750, grad_norm: 2.1123 2021-12-03 03:42:58,536 - mmaction - INFO - Epoch [8][2320/2689] lr: 6.000e-02, eta: 12:53:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7438, loss_cls: 2.2094, loss: 2.2094, grad_norm: 2.1579 2021-12-03 03:43:22,905 - mmaction - INFO - Epoch [8][2340/2689] lr: 6.000e-02, eta: 12:53:06, time: 1.219, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7484, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.2303 2021-12-03 03:43:47,305 - mmaction - INFO - Epoch [8][2360/2689] lr: 6.000e-02, eta: 12:52:41, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7453, loss_cls: 2.1879, loss: 2.1879, grad_norm: 2.1412 2021-12-03 03:44:11,798 - mmaction - INFO - Epoch [8][2380/2689] lr: 6.000e-02, eta: 12:52:17, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7312, loss_cls: 2.2459, loss: 2.2459, grad_norm: 2.2074 2021-12-03 03:44:36,329 - mmaction - INFO - Epoch [8][2400/2689] lr: 6.000e-02, eta: 12:51:53, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7234, loss_cls: 2.2188, loss: 2.2188, grad_norm: 2.1258 2021-12-03 03:45:00,788 - mmaction - INFO - Epoch [8][2420/2689] lr: 6.000e-02, eta: 12:51:28, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7484, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.1411 2021-12-03 03:45:25,234 - mmaction - INFO - Epoch [8][2440/2689] lr: 6.000e-02, eta: 12:51:04, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.1753, loss: 2.1753, grad_norm: 2.1848 2021-12-03 03:45:49,724 - mmaction - INFO - Epoch [8][2460/2689] lr: 6.000e-02, eta: 12:50:40, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.1667, loss: 2.1667, grad_norm: 2.1789 2021-12-03 03:46:14,176 - mmaction - INFO - Epoch [8][2480/2689] lr: 6.000e-02, eta: 12:50:15, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7672, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.2171 2021-12-03 03:46:38,669 - mmaction - INFO - Epoch [8][2500/2689] lr: 6.000e-02, eta: 12:49:51, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7359, loss_cls: 2.3117, loss: 2.3117, grad_norm: 2.3407 2021-12-03 03:47:03,007 - mmaction - INFO - Epoch [8][2520/2689] lr: 6.000e-02, eta: 12:49:26, time: 1.217, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7344, loss_cls: 2.2325, loss: 2.2325, grad_norm: 2.1630 2021-12-03 03:47:27,531 - mmaction - INFO - Epoch [8][2540/2689] lr: 6.000e-02, eta: 12:49:02, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.1758, loss: 2.1758, grad_norm: 2.1564 2021-12-03 03:47:51,809 - mmaction - INFO - Epoch [8][2560/2689] lr: 6.000e-02, eta: 12:48:37, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7297, loss_cls: 2.2112, loss: 2.2112, grad_norm: 2.1124 2021-12-03 03:48:16,088 - mmaction - INFO - Epoch [8][2580/2689] lr: 6.000e-02, eta: 12:48:13, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.3116 2021-12-03 03:48:40,338 - mmaction - INFO - Epoch [8][2600/2689] lr: 6.000e-02, eta: 12:47:48, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7203, loss_cls: 2.2412, loss: 2.2412, grad_norm: 2.0264 2021-12-03 03:49:04,607 - mmaction - INFO - Epoch [8][2620/2689] lr: 6.000e-02, eta: 12:47:23, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.2438 2021-12-03 03:49:28,849 - mmaction - INFO - Epoch [8][2640/2689] lr: 6.000e-02, eta: 12:46:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7016, loss_cls: 2.4255, loss: 2.4255, grad_norm: 2.1462 2021-12-03 03:49:53,074 - mmaction - INFO - Epoch [8][2660/2689] lr: 6.000e-02, eta: 12:46:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.2711, loss: 2.2711, grad_norm: 2.2284 2021-12-03 03:50:17,311 - mmaction - INFO - Epoch [8][2680/2689] lr: 6.000e-02, eta: 12:46:09, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7422, loss_cls: 2.1576, loss: 2.1576, grad_norm: 2.2072 2021-12-03 03:50:28,251 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-12-03 03:51:22,078 - mmaction - INFO - Epoch [9][20/2689] lr: 6.000e-02, eta: 12:46:04, time: 2.624, data_time: 1.399, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7469, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.1516 2021-12-03 03:51:46,185 - mmaction - INFO - Epoch [9][40/2689] lr: 6.000e-02, eta: 12:45:39, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7250, loss_cls: 2.1946, loss: 2.1946, grad_norm: 2.1820 2021-12-03 03:52:10,367 - mmaction - INFO - Epoch [9][60/2689] lr: 6.000e-02, eta: 12:45:14, time: 1.209, data_time: 0.002, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7391, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.2196 2021-12-03 03:52:34,548 - mmaction - INFO - Epoch [9][80/2689] lr: 6.000e-02, eta: 12:44:49, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7562, loss_cls: 2.1143, loss: 2.1143, grad_norm: 2.1240 2021-12-03 03:52:58,713 - mmaction - INFO - Epoch [9][100/2689] lr: 6.000e-02, eta: 12:44:24, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7859, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.1511 2021-12-03 03:53:22,895 - mmaction - INFO - Epoch [9][120/2689] lr: 6.000e-02, eta: 12:43:59, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7656, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.3350 2021-12-03 03:53:47,074 - mmaction - INFO - Epoch [9][140/2689] lr: 6.000e-02, eta: 12:43:34, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7578, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.1391 2021-12-03 03:54:11,274 - mmaction - INFO - Epoch [9][160/2689] lr: 6.000e-02, eta: 12:43:10, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1028, loss: 2.1028, grad_norm: 2.1706 2021-12-03 03:54:35,433 - mmaction - INFO - Epoch [9][180/2689] lr: 6.000e-02, eta: 12:42:45, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7328, loss_cls: 2.2054, loss: 2.2054, grad_norm: 2.2663 2021-12-03 03:54:59,601 - mmaction - INFO - Epoch [9][200/2689] lr: 6.000e-02, eta: 12:42:20, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7484, loss_cls: 2.1327, loss: 2.1327, grad_norm: 2.2505 2021-12-03 03:55:23,780 - mmaction - INFO - Epoch [9][220/2689] lr: 6.000e-02, eta: 12:41:55, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7469, loss_cls: 2.1273, loss: 2.1273, grad_norm: 2.1883 2021-12-03 03:55:47,961 - mmaction - INFO - Epoch [9][240/2689] lr: 6.000e-02, eta: 12:41:30, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.1525, loss: 2.1525, grad_norm: 2.1400 2021-12-03 03:56:12,175 - mmaction - INFO - Epoch [9][260/2689] lr: 6.000e-02, eta: 12:41:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7547, loss_cls: 2.1430, loss: 2.1430, grad_norm: 2.2134 2021-12-03 03:56:36,366 - mmaction - INFO - Epoch [9][280/2689] lr: 6.000e-02, eta: 12:40:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7547, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.1861 2021-12-03 03:57:00,576 - mmaction - INFO - Epoch [9][300/2689] lr: 6.000e-02, eta: 12:40:16, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7641, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.2162 2021-12-03 03:57:24,797 - mmaction - INFO - Epoch [9][320/2689] lr: 6.000e-02, eta: 12:39:51, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7375, loss_cls: 2.1482, loss: 2.1482, grad_norm: 2.2819 2021-12-03 03:57:49,035 - mmaction - INFO - Epoch [9][340/2689] lr: 6.000e-02, eta: 12:39:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7297, loss_cls: 2.2102, loss: 2.2102, grad_norm: 2.2162 2021-12-03 03:58:13,263 - mmaction - INFO - Epoch [9][360/2689] lr: 6.000e-02, eta: 12:39:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7484, loss_cls: 2.1755, loss: 2.1755, grad_norm: 2.1962 2021-12-03 03:58:37,500 - mmaction - INFO - Epoch [9][380/2689] lr: 6.000e-02, eta: 12:38:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7219, loss_cls: 2.2542, loss: 2.2542, grad_norm: 2.2023 2021-12-03 03:59:01,752 - mmaction - INFO - Epoch [9][400/2689] lr: 6.000e-02, eta: 12:38:12, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7234, loss_cls: 2.2667, loss: 2.2667, grad_norm: 2.1782 2021-12-03 03:59:26,105 - mmaction - INFO - Epoch [9][420/2689] lr: 6.000e-02, eta: 12:37:47, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7297, loss_cls: 2.1771, loss: 2.1771, grad_norm: 2.2578 2021-12-03 03:59:50,443 - mmaction - INFO - Epoch [9][440/2689] lr: 6.000e-02, eta: 12:37:23, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7234, loss_cls: 2.2639, loss: 2.2639, grad_norm: 2.1784 2021-12-03 04:00:14,721 - mmaction - INFO - Epoch [9][460/2689] lr: 6.000e-02, eta: 12:36:58, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7391, loss_cls: 2.2056, loss: 2.2056, grad_norm: 2.1972 2021-12-03 04:00:39,134 - mmaction - INFO - Epoch [9][480/2689] lr: 6.000e-02, eta: 12:36:33, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7500, loss_cls: 2.1739, loss: 2.1739, grad_norm: 2.2206 2021-12-03 04:01:03,421 - mmaction - INFO - Epoch [9][500/2689] lr: 6.000e-02, eta: 12:36:09, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7516, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.1367 2021-12-03 04:01:27,902 - mmaction - INFO - Epoch [9][520/2689] lr: 6.000e-02, eta: 12:35:44, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.1656, loss: 2.1656, grad_norm: 2.1545 2021-12-03 04:01:52,449 - mmaction - INFO - Epoch [9][540/2689] lr: 6.000e-02, eta: 12:35:20, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7172, loss_cls: 2.2948, loss: 2.2948, grad_norm: 2.3347 2021-12-03 04:02:16,852 - mmaction - INFO - Epoch [9][560/2689] lr: 6.000e-02, eta: 12:34:56, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7797, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.2244 2021-12-03 04:02:41,195 - mmaction - INFO - Epoch [9][580/2689] lr: 6.000e-02, eta: 12:34:31, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7375, loss_cls: 2.1971, loss: 2.1971, grad_norm: 2.2636 2021-12-03 04:03:05,745 - mmaction - INFO - Epoch [9][600/2689] lr: 6.000e-02, eta: 12:34:07, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7406, loss_cls: 2.1757, loss: 2.1757, grad_norm: 2.0914 2021-12-03 04:03:30,017 - mmaction - INFO - Epoch [9][620/2689] lr: 6.000e-02, eta: 12:33:42, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7438, loss_cls: 2.1532, loss: 2.1532, grad_norm: 2.1712 2021-12-03 04:03:54,301 - mmaction - INFO - Epoch [9][640/2689] lr: 6.000e-02, eta: 12:33:18, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7547, loss_cls: 2.0675, loss: 2.0675, grad_norm: 2.1415 2021-12-03 04:04:18,578 - mmaction - INFO - Epoch [9][660/2689] lr: 6.000e-02, eta: 12:32:53, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7906, loss_cls: 2.0044, loss: 2.0044, grad_norm: 2.2571 2021-12-03 04:04:43,000 - mmaction - INFO - Epoch [9][680/2689] lr: 6.000e-02, eta: 12:32:29, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7609, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.3336 2021-12-03 04:05:07,250 - mmaction - INFO - Epoch [9][700/2689] lr: 6.000e-02, eta: 12:32:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7734, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.1366 2021-12-03 04:05:31,539 - mmaction - INFO - Epoch [9][720/2689] lr: 6.000e-02, eta: 12:31:39, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.0769, loss: 2.0769, grad_norm: 2.2517 2021-12-03 04:05:55,832 - mmaction - INFO - Epoch [9][740/2689] lr: 6.000e-02, eta: 12:31:15, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7312, loss_cls: 2.3100, loss: 2.3100, grad_norm: 2.3357 2021-12-03 04:06:20,096 - mmaction - INFO - Epoch [9][760/2689] lr: 6.000e-02, eta: 12:30:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7703, loss_cls: 2.0500, loss: 2.0500, grad_norm: 2.0888 2021-12-03 04:06:44,328 - mmaction - INFO - Epoch [9][780/2689] lr: 6.000e-02, eta: 12:30:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7547, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.1542 2021-12-03 04:07:08,568 - mmaction - INFO - Epoch [9][800/2689] lr: 6.000e-02, eta: 12:30:00, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7625, loss_cls: 2.0531, loss: 2.0531, grad_norm: 2.1408 2021-12-03 04:07:32,791 - mmaction - INFO - Epoch [9][820/2689] lr: 6.000e-02, eta: 12:29:36, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7656, loss_cls: 2.0692, loss: 2.0692, grad_norm: 2.2806 2021-12-03 04:07:57,033 - mmaction - INFO - Epoch [9][840/2689] lr: 6.000e-02, eta: 12:29:11, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.0821, loss: 2.0821, grad_norm: 2.1550 2021-12-03 04:08:21,256 - mmaction - INFO - Epoch [9][860/2689] lr: 6.000e-02, eta: 12:28:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.2417, loss: 2.2417, grad_norm: 2.2211 2021-12-03 04:08:45,460 - mmaction - INFO - Epoch [9][880/2689] lr: 6.000e-02, eta: 12:28:21, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7578, loss_cls: 2.1683, loss: 2.1683, grad_norm: 2.2522 2021-12-03 04:09:09,674 - mmaction - INFO - Epoch [9][900/2689] lr: 6.000e-02, eta: 12:27:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.2786 2021-12-03 04:09:33,860 - mmaction - INFO - Epoch [9][920/2689] lr: 6.000e-02, eta: 12:27:32, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7578, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.1356 2021-12-03 04:09:58,066 - mmaction - INFO - Epoch [9][940/2689] lr: 6.000e-02, eta: 12:27:07, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7688, loss_cls: 1.9730, loss: 1.9730, grad_norm: 2.2571 2021-12-03 04:10:22,252 - mmaction - INFO - Epoch [9][960/2689] lr: 6.000e-02, eta: 12:26:42, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7328, loss_cls: 2.1480, loss: 2.1480, grad_norm: 2.2140 2021-12-03 04:10:46,452 - mmaction - INFO - Epoch [9][980/2689] lr: 6.000e-02, eta: 12:26:17, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7469, loss_cls: 2.1442, loss: 2.1442, grad_norm: 2.1447 2021-12-03 04:11:10,651 - mmaction - INFO - Epoch [9][1000/2689] lr: 6.000e-02, eta: 12:25:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7594, loss_cls: 2.0602, loss: 2.0602, grad_norm: 2.1367 2021-12-03 04:11:34,827 - mmaction - INFO - Epoch [9][1020/2689] lr: 6.000e-02, eta: 12:25:28, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7484, loss_cls: 2.1202, loss: 2.1202, grad_norm: 2.2802 2021-12-03 04:11:59,035 - mmaction - INFO - Epoch [9][1040/2689] lr: 6.000e-02, eta: 12:25:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7250, loss_cls: 2.1578, loss: 2.1578, grad_norm: 2.2930 2021-12-03 04:12:23,250 - mmaction - INFO - Epoch [9][1060/2689] lr: 6.000e-02, eta: 12:24:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7406, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.2014 2021-12-03 04:12:47,497 - mmaction - INFO - Epoch [9][1080/2689] lr: 6.000e-02, eta: 12:24:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7359, loss_cls: 2.2329, loss: 2.2329, grad_norm: 2.2845 2021-12-03 04:13:11,745 - mmaction - INFO - Epoch [9][1100/2689] lr: 6.000e-02, eta: 12:23:49, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.1908 2021-12-03 04:13:36,013 - mmaction - INFO - Epoch [9][1120/2689] lr: 6.000e-02, eta: 12:23:24, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7156, loss_cls: 2.1912, loss: 2.1912, grad_norm: 2.1774 2021-12-03 04:14:00,292 - mmaction - INFO - Epoch [9][1140/2689] lr: 6.000e-02, eta: 12:22:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7484, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.1495 2021-12-03 04:14:24,714 - mmaction - INFO - Epoch [9][1160/2689] lr: 6.000e-02, eta: 12:22:35, time: 1.221, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7359, loss_cls: 2.1980, loss: 2.1980, grad_norm: 2.1700 2021-12-03 04:14:49,267 - mmaction - INFO - Epoch [9][1180/2689] lr: 6.000e-02, eta: 12:22:11, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7375, loss_cls: 2.1604, loss: 2.1604, grad_norm: 2.1813 2021-12-03 04:15:13,817 - mmaction - INFO - Epoch [9][1200/2689] lr: 6.000e-02, eta: 12:21:47, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7453, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.2053 2021-12-03 04:15:38,520 - mmaction - INFO - Epoch [9][1220/2689] lr: 6.000e-02, eta: 12:21:23, time: 1.235, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.1615 2021-12-03 04:16:03,014 - mmaction - INFO - Epoch [9][1240/2689] lr: 6.000e-02, eta: 12:20:58, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7672, loss_cls: 2.0125, loss: 2.0125, grad_norm: 2.1319 2021-12-03 04:16:27,469 - mmaction - INFO - Epoch [9][1260/2689] lr: 6.000e-02, eta: 12:20:34, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7562, loss_cls: 2.1262, loss: 2.1262, grad_norm: 2.3425 2021-12-03 04:16:51,909 - mmaction - INFO - Epoch [9][1280/2689] lr: 6.000e-02, eta: 12:20:09, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7266, loss_cls: 2.2168, loss: 2.2168, grad_norm: 2.1681 2021-12-03 04:17:16,381 - mmaction - INFO - Epoch [9][1300/2689] lr: 6.000e-02, eta: 12:19:45, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7422, loss_cls: 2.1927, loss: 2.1927, grad_norm: 2.2011 2021-12-03 04:17:40,977 - mmaction - INFO - Epoch [9][1320/2689] lr: 6.000e-02, eta: 12:19:21, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7438, loss_cls: 2.2367, loss: 2.2367, grad_norm: 2.1111 2021-12-03 04:18:05,513 - mmaction - INFO - Epoch [9][1340/2689] lr: 6.000e-02, eta: 12:18:57, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7719, loss_cls: 2.0417, loss: 2.0417, grad_norm: 2.0996 2021-12-03 04:18:29,965 - mmaction - INFO - Epoch [9][1360/2689] lr: 6.000e-02, eta: 12:18:32, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7516, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.1837 2021-12-03 04:18:54,384 - mmaction - INFO - Epoch [9][1380/2689] lr: 6.000e-02, eta: 12:18:08, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 1.9853, loss: 1.9853, grad_norm: 2.2388 2021-12-03 04:19:18,880 - mmaction - INFO - Epoch [9][1400/2689] lr: 6.000e-02, eta: 12:17:44, time: 1.225, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7469, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.2235 2021-12-03 04:19:43,413 - mmaction - INFO - Epoch [9][1420/2689] lr: 6.000e-02, eta: 12:17:19, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7766, loss_cls: 2.0500, loss: 2.0500, grad_norm: 2.1184 2021-12-03 04:20:07,790 - mmaction - INFO - Epoch [9][1440/2689] lr: 6.000e-02, eta: 12:16:55, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7359, loss_cls: 2.1137, loss: 2.1137, grad_norm: 2.1857 2021-12-03 04:20:32,191 - mmaction - INFO - Epoch [9][1460/2689] lr: 6.000e-02, eta: 12:16:30, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7344, loss_cls: 2.2652, loss: 2.2652, grad_norm: 2.1777 2021-12-03 04:20:56,504 - mmaction - INFO - Epoch [9][1480/2689] lr: 6.000e-02, eta: 12:16:06, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7891, loss_cls: 1.9881, loss: 1.9881, grad_norm: 2.1346 2021-12-03 04:21:20,891 - mmaction - INFO - Epoch [9][1500/2689] lr: 6.000e-02, eta: 12:15:41, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7547, loss_cls: 2.0206, loss: 2.0206, grad_norm: 2.1731 2021-12-03 04:21:45,344 - mmaction - INFO - Epoch [9][1520/2689] lr: 6.000e-02, eta: 12:15:17, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7500, loss_cls: 2.0851, loss: 2.0851, grad_norm: 2.2957 2021-12-03 04:22:09,670 - mmaction - INFO - Epoch [9][1540/2689] lr: 6.000e-02, eta: 12:14:52, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.2052, loss: 2.2052, grad_norm: 2.1563 2021-12-03 04:22:33,914 - mmaction - INFO - Epoch [9][1560/2689] lr: 6.000e-02, eta: 12:14:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7750, loss_cls: 1.9608, loss: 1.9608, grad_norm: 2.0672 2021-12-03 04:22:58,174 - mmaction - INFO - Epoch [9][1580/2689] lr: 6.000e-02, eta: 12:14:03, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7453, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.1549 2021-12-03 04:23:22,420 - mmaction - INFO - Epoch [9][1600/2689] lr: 6.000e-02, eta: 12:13:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7609, loss_cls: 2.1125, loss: 2.1125, grad_norm: 2.2437 2021-12-03 04:23:46,652 - mmaction - INFO - Epoch [9][1620/2689] lr: 6.000e-02, eta: 12:13:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7719, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.2504 2021-12-03 04:24:10,918 - mmaction - INFO - Epoch [9][1640/2689] lr: 6.000e-02, eta: 12:12:49, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.1103 2021-12-03 04:24:35,123 - mmaction - INFO - Epoch [9][1660/2689] lr: 6.000e-02, eta: 12:12:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.0559, loss: 2.0559, grad_norm: 2.0893 2021-12-03 04:24:59,351 - mmaction - INFO - Epoch [9][1680/2689] lr: 6.000e-02, eta: 12:11:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7516, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.1578 2021-12-03 04:25:23,573 - mmaction - INFO - Epoch [9][1700/2689] lr: 6.000e-02, eta: 12:11:35, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.1731 2021-12-03 04:25:47,771 - mmaction - INFO - Epoch [9][1720/2689] lr: 6.000e-02, eta: 12:11:10, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.1359 2021-12-03 04:26:11,977 - mmaction - INFO - Epoch [9][1740/2689] lr: 6.000e-02, eta: 12:10:45, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7734, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.2643 2021-12-03 04:26:36,170 - mmaction - INFO - Epoch [9][1760/2689] lr: 6.000e-02, eta: 12:10:20, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7266, loss_cls: 2.2049, loss: 2.2049, grad_norm: 2.1794 2021-12-03 04:27:00,394 - mmaction - INFO - Epoch [9][1780/2689] lr: 6.000e-02, eta: 12:09:56, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7391, loss_cls: 2.1715, loss: 2.1715, grad_norm: 2.2194 2021-12-03 04:27:24,596 - mmaction - INFO - Epoch [9][1800/2689] lr: 6.000e-02, eta: 12:09:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7188, loss_cls: 2.2349, loss: 2.2349, grad_norm: 2.1173 2021-12-03 04:27:48,775 - mmaction - INFO - Epoch [9][1820/2689] lr: 6.000e-02, eta: 12:09:06, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7359, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.0470 2021-12-03 04:28:12,983 - mmaction - INFO - Epoch [9][1840/2689] lr: 6.000e-02, eta: 12:08:41, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7578, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.1637 2021-12-03 04:28:37,205 - mmaction - INFO - Epoch [9][1860/2689] lr: 6.000e-02, eta: 12:08:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7516, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.1220 2021-12-03 04:29:01,404 - mmaction - INFO - Epoch [9][1880/2689] lr: 6.000e-02, eta: 12:07:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1401, loss: 2.1401, grad_norm: 2.2329 2021-12-03 04:29:25,638 - mmaction - INFO - Epoch [9][1900/2689] lr: 6.000e-02, eta: 12:07:27, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7250, loss_cls: 2.2189, loss: 2.2189, grad_norm: 2.2425 2021-12-03 04:29:49,865 - mmaction - INFO - Epoch [9][1920/2689] lr: 6.000e-02, eta: 12:07:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7484, loss_cls: 2.1383, loss: 2.1383, grad_norm: 2.1588 2021-12-03 04:30:14,098 - mmaction - INFO - Epoch [9][1940/2689] lr: 6.000e-02, eta: 12:06:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7297, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.1507 2021-12-03 04:30:38,292 - mmaction - INFO - Epoch [9][1960/2689] lr: 6.000e-02, eta: 12:06:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7141, loss_cls: 2.1988, loss: 2.1988, grad_norm: 2.1748 2021-12-03 04:31:02,482 - mmaction - INFO - Epoch [9][1980/2689] lr: 6.000e-02, eta: 12:05:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1443, loss: 2.1443, grad_norm: 2.1760 2021-12-03 04:31:26,721 - mmaction - INFO - Epoch [9][2000/2689] lr: 6.000e-02, eta: 12:05:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7781, loss_cls: 1.9645, loss: 1.9645, grad_norm: 2.1027 2021-12-03 04:31:50,944 - mmaction - INFO - Epoch [9][2020/2689] lr: 6.000e-02, eta: 12:04:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.1898 2021-12-03 04:32:15,140 - mmaction - INFO - Epoch [9][2040/2689] lr: 6.000e-02, eta: 12:04:34, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7531, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.1562 2021-12-03 04:32:39,384 - mmaction - INFO - Epoch [9][2060/2689] lr: 6.000e-02, eta: 12:04:09, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7484, loss_cls: 2.1682, loss: 2.1682, grad_norm: 2.1212 2021-12-03 04:33:03,629 - mmaction - INFO - Epoch [9][2080/2689] lr: 6.000e-02, eta: 12:03:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.0031, loss: 2.0031, grad_norm: 2.1531 2021-12-03 04:33:27,873 - mmaction - INFO - Epoch [9][2100/2689] lr: 6.000e-02, eta: 12:03:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7328, loss_cls: 2.2013, loss: 2.2013, grad_norm: 2.2488 2021-12-03 04:33:52,116 - mmaction - INFO - Epoch [9][2120/2689] lr: 6.000e-02, eta: 12:02:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7875, loss_cls: 2.0778, loss: 2.0778, grad_norm: 2.0731 2021-12-03 04:34:16,372 - mmaction - INFO - Epoch [9][2140/2689] lr: 6.000e-02, eta: 12:02:31, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7594, loss_cls: 2.0056, loss: 2.0056, grad_norm: 2.1407 2021-12-03 04:34:40,637 - mmaction - INFO - Epoch [9][2160/2689] lr: 6.000e-02, eta: 12:02:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7172, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.1236 2021-12-03 04:35:04,923 - mmaction - INFO - Epoch [9][2180/2689] lr: 6.000e-02, eta: 12:01:41, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7609, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.2053 2021-12-03 04:35:29,282 - mmaction - INFO - Epoch [9][2200/2689] lr: 6.000e-02, eta: 12:01:17, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7562, loss_cls: 2.1052, loss: 2.1052, grad_norm: 2.2068 2021-12-03 04:35:53,545 - mmaction - INFO - Epoch [9][2220/2689] lr: 6.000e-02, eta: 12:00:52, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1220, loss: 2.1220, grad_norm: 2.2730 2021-12-03 04:36:17,951 - mmaction - INFO - Epoch [9][2240/2689] lr: 6.000e-02, eta: 12:00:28, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7422, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.1729 2021-12-03 04:36:42,313 - mmaction - INFO - Epoch [9][2260/2689] lr: 6.000e-02, eta: 12:00:03, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7469, loss_cls: 2.0958, loss: 2.0958, grad_norm: 2.0970 2021-12-03 04:37:06,740 - mmaction - INFO - Epoch [9][2280/2689] lr: 6.000e-02, eta: 11:59:39, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7453, loss_cls: 2.1417, loss: 2.1417, grad_norm: 2.1443 2021-12-03 04:37:31,166 - mmaction - INFO - Epoch [9][2300/2689] lr: 6.000e-02, eta: 11:59:14, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7672, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.1025 2021-12-03 04:37:55,580 - mmaction - INFO - Epoch [9][2320/2689] lr: 6.000e-02, eta: 11:58:50, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7484, loss_cls: 2.1598, loss: 2.1598, grad_norm: 2.3217 2021-12-03 04:38:19,984 - mmaction - INFO - Epoch [9][2340/2689] lr: 6.000e-02, eta: 11:58:26, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7578, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.1045 2021-12-03 04:38:44,395 - mmaction - INFO - Epoch [9][2360/2689] lr: 6.000e-02, eta: 11:58:01, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.1749, loss: 2.1749, grad_norm: 2.2563 2021-12-03 04:39:08,942 - mmaction - INFO - Epoch [9][2380/2689] lr: 6.000e-02, eta: 11:57:37, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.1675 2021-12-03 04:39:33,346 - mmaction - INFO - Epoch [9][2400/2689] lr: 6.000e-02, eta: 11:57:12, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7641, loss_cls: 2.1262, loss: 2.1262, grad_norm: 2.2841 2021-12-03 04:39:57,931 - mmaction - INFO - Epoch [9][2420/2689] lr: 6.000e-02, eta: 11:56:48, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.1972 2021-12-03 04:40:22,260 - mmaction - INFO - Epoch [9][2440/2689] lr: 6.000e-02, eta: 11:56:24, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.1893 2021-12-03 04:40:46,539 - mmaction - INFO - Epoch [9][2460/2689] lr: 6.000e-02, eta: 11:55:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0169, loss: 2.0169, grad_norm: 2.0942 2021-12-03 04:41:10,928 - mmaction - INFO - Epoch [9][2480/2689] lr: 6.000e-02, eta: 11:55:35, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7531, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.0960 2021-12-03 04:41:35,231 - mmaction - INFO - Epoch [9][2500/2689] lr: 6.000e-02, eta: 11:55:10, time: 1.216, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.0560, loss: 2.0560, grad_norm: 2.2381 2021-12-03 04:41:59,515 - mmaction - INFO - Epoch [9][2520/2689] lr: 6.000e-02, eta: 11:54:45, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.1985, loss: 2.1985, grad_norm: 2.1471 2021-12-03 04:42:23,785 - mmaction - INFO - Epoch [9][2540/2689] lr: 6.000e-02, eta: 11:54:21, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7672, loss_cls: 2.0447, loss: 2.0447, grad_norm: 2.0901 2021-12-03 04:42:48,046 - mmaction - INFO - Epoch [9][2560/2689] lr: 6.000e-02, eta: 11:53:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.0831, loss: 2.0831, grad_norm: 2.2356 2021-12-03 04:43:12,287 - mmaction - INFO - Epoch [9][2580/2689] lr: 6.000e-02, eta: 11:53:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.1868, loss: 2.1868, grad_norm: 2.1537 2021-12-03 04:43:36,499 - mmaction - INFO - Epoch [9][2600/2689] lr: 6.000e-02, eta: 11:53:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7438, loss_cls: 2.1701, loss: 2.1701, grad_norm: 2.2640 2021-12-03 04:44:00,718 - mmaction - INFO - Epoch [9][2620/2689] lr: 6.000e-02, eta: 11:52:42, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.2699 2021-12-03 04:44:24,927 - mmaction - INFO - Epoch [9][2640/2689] lr: 6.000e-02, eta: 11:52:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.1852 2021-12-03 04:44:49,159 - mmaction - INFO - Epoch [9][2660/2689] lr: 6.000e-02, eta: 11:51:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.1956 2021-12-03 04:45:13,390 - mmaction - INFO - Epoch [9][2680/2689] lr: 6.000e-02, eta: 11:51:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7625, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.1805 2021-12-03 04:45:24,348 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-12-03 04:46:17,948 - mmaction - INFO - Epoch [10][20/2689] lr: 6.000e-02, eta: 11:51:17, time: 2.616, data_time: 1.406, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7828, loss_cls: 1.9078, loss: 1.9078, grad_norm: 2.1509 2021-12-03 04:46:42,006 - mmaction - INFO - Epoch [10][40/2689] lr: 6.000e-02, eta: 11:50:52, time: 1.203, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.0864, loss: 2.0864, grad_norm: 2.2674 2021-12-03 04:47:06,149 - mmaction - INFO - Epoch [10][60/2689] lr: 6.000e-02, eta: 11:50:27, time: 1.207, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.0187, loss: 2.0187, grad_norm: 2.2461 2021-12-03 04:47:30,275 - mmaction - INFO - Epoch [10][80/2689] lr: 6.000e-02, eta: 11:50:02, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7297, loss_cls: 2.1936, loss: 2.1936, grad_norm: 2.2776 2021-12-03 04:47:54,438 - mmaction - INFO - Epoch [10][100/2689] lr: 6.000e-02, eta: 11:49:37, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7484, loss_cls: 2.0746, loss: 2.0746, grad_norm: 2.1466 2021-12-03 04:48:18,602 - mmaction - INFO - Epoch [10][120/2689] lr: 6.000e-02, eta: 11:49:13, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7656, loss_cls: 1.9464, loss: 1.9464, grad_norm: 2.1635 2021-12-03 04:48:42,800 - mmaction - INFO - Epoch [10][140/2689] lr: 6.000e-02, eta: 11:48:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7797, loss_cls: 2.0160, loss: 2.0160, grad_norm: 2.1674 2021-12-03 04:49:06,989 - mmaction - INFO - Epoch [10][160/2689] lr: 6.000e-02, eta: 11:48:23, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7828, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.1577 2021-12-03 04:49:31,196 - mmaction - INFO - Epoch [10][180/2689] lr: 6.000e-02, eta: 11:47:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7828, loss_cls: 1.9586, loss: 1.9586, grad_norm: 2.1338 2021-12-03 04:49:55,389 - mmaction - INFO - Epoch [10][200/2689] lr: 6.000e-02, eta: 11:47:34, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7766, loss_cls: 1.9868, loss: 1.9868, grad_norm: 2.2275 2021-12-03 04:50:19,594 - mmaction - INFO - Epoch [10][220/2689] lr: 6.000e-02, eta: 11:47:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7531, loss_cls: 2.1195, loss: 2.1195, grad_norm: 2.1472 2021-12-03 04:50:43,787 - mmaction - INFO - Epoch [10][240/2689] lr: 6.000e-02, eta: 11:46:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7844, loss_cls: 1.9041, loss: 1.9041, grad_norm: 2.1710 2021-12-03 04:51:07,981 - mmaction - INFO - Epoch [10][260/2689] lr: 6.000e-02, eta: 11:46:19, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.0614, loss: 2.0614, grad_norm: 2.2593 2021-12-03 04:51:32,203 - mmaction - INFO - Epoch [10][280/2689] lr: 6.000e-02, eta: 11:45:55, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7828, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.2805 2021-12-03 04:51:56,465 - mmaction - INFO - Epoch [10][300/2689] lr: 6.000e-02, eta: 11:45:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7547, loss_cls: 2.0833, loss: 2.0833, grad_norm: 2.2409 2021-12-03 04:52:20,698 - mmaction - INFO - Epoch [10][320/2689] lr: 6.000e-02, eta: 11:45:05, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7609, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.1821 2021-12-03 04:52:44,931 - mmaction - INFO - Epoch [10][340/2689] lr: 6.000e-02, eta: 11:44:41, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 1.9772, loss: 1.9772, grad_norm: 2.1429 2021-12-03 04:53:09,242 - mmaction - INFO - Epoch [10][360/2689] lr: 6.000e-02, eta: 11:44:16, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7531, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.1514 2021-12-03 04:53:33,617 - mmaction - INFO - Epoch [10][380/2689] lr: 6.000e-02, eta: 11:43:51, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7672, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.2114 2021-12-03 04:53:57,998 - mmaction - INFO - Epoch [10][400/2689] lr: 6.000e-02, eta: 11:43:27, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.1164 2021-12-03 04:54:22,577 - mmaction - INFO - Epoch [10][420/2689] lr: 6.000e-02, eta: 11:43:03, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.2910 2021-12-03 04:54:47,250 - mmaction - INFO - Epoch [10][440/2689] lr: 6.000e-02, eta: 11:42:39, time: 1.234, data_time: 0.000, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7719, loss_cls: 2.0874, loss: 2.0874, grad_norm: 2.1958 2021-12-03 04:55:11,730 - mmaction - INFO - Epoch [10][460/2689] lr: 6.000e-02, eta: 11:42:14, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7406, loss_cls: 2.1777, loss: 2.1777, grad_norm: 2.3940 2021-12-03 04:55:36,310 - mmaction - INFO - Epoch [10][480/2689] lr: 6.000e-02, eta: 11:41:50, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7297, loss_cls: 2.2207, loss: 2.2207, grad_norm: 2.1514 2021-12-03 04:56:00,828 - mmaction - INFO - Epoch [10][500/2689] lr: 6.000e-02, eta: 11:41:26, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7469, loss_cls: 2.0579, loss: 2.0579, grad_norm: 2.1670 2021-12-03 04:56:25,339 - mmaction - INFO - Epoch [10][520/2689] lr: 6.000e-02, eta: 11:41:01, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0564, loss: 2.0564, grad_norm: 2.0744 2021-12-03 04:56:49,876 - mmaction - INFO - Epoch [10][540/2689] lr: 6.000e-02, eta: 11:40:37, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7891, loss_cls: 1.9723, loss: 1.9723, grad_norm: 2.1616 2021-12-03 04:57:14,414 - mmaction - INFO - Epoch [10][560/2689] lr: 6.000e-02, eta: 11:40:13, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7484, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.2925 2021-12-03 04:57:39,054 - mmaction - INFO - Epoch [10][580/2689] lr: 6.000e-02, eta: 11:39:49, time: 1.232, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7672, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.1199 2021-12-03 04:58:03,569 - mmaction - INFO - Epoch [10][600/2689] lr: 6.000e-02, eta: 11:39:24, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7688, loss_cls: 1.9996, loss: 1.9996, grad_norm: 2.1675 2021-12-03 04:58:27,978 - mmaction - INFO - Epoch [10][620/2689] lr: 6.000e-02, eta: 11:39:00, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.0851, loss: 2.0851, grad_norm: 2.1422 2021-12-03 04:58:52,334 - mmaction - INFO - Epoch [10][640/2689] lr: 6.000e-02, eta: 11:38:35, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7562, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.1693 2021-12-03 04:59:16,614 - mmaction - INFO - Epoch [10][660/2689] lr: 6.000e-02, eta: 11:38:11, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.2458 2021-12-03 04:59:40,881 - mmaction - INFO - Epoch [10][680/2689] lr: 6.000e-02, eta: 11:37:46, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.2085 2021-12-03 05:00:05,107 - mmaction - INFO - Epoch [10][700/2689] lr: 6.000e-02, eta: 11:37:21, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7656, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.0765 2021-12-03 05:00:29,328 - mmaction - INFO - Epoch [10][720/2689] lr: 6.000e-02, eta: 11:36:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7641, loss_cls: 2.0553, loss: 2.0553, grad_norm: 2.1206 2021-12-03 05:00:53,533 - mmaction - INFO - Epoch [10][740/2689] lr: 6.000e-02, eta: 11:36:32, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7391, loss_cls: 2.1746, loss: 2.1746, grad_norm: 2.1321 2021-12-03 05:01:17,743 - mmaction - INFO - Epoch [10][760/2689] lr: 6.000e-02, eta: 11:36:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7703, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.1025 2021-12-03 05:01:41,966 - mmaction - INFO - Epoch [10][780/2689] lr: 6.000e-02, eta: 11:35:43, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7703, loss_cls: 1.9985, loss: 1.9985, grad_norm: 2.1423 2021-12-03 05:02:06,182 - mmaction - INFO - Epoch [10][800/2689] lr: 6.000e-02, eta: 11:35:18, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7734, loss_cls: 1.9616, loss: 1.9616, grad_norm: 2.1048 2021-12-03 05:02:30,389 - mmaction - INFO - Epoch [10][820/2689] lr: 6.000e-02, eta: 11:34:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.2049 2021-12-03 05:02:54,581 - mmaction - INFO - Epoch [10][840/2689] lr: 6.000e-02, eta: 11:34:28, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 1.9460, loss: 1.9460, grad_norm: 2.0331 2021-12-03 05:03:18,791 - mmaction - INFO - Epoch [10][860/2689] lr: 6.000e-02, eta: 11:34:04, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.1486 2021-12-03 05:03:42,999 - mmaction - INFO - Epoch [10][880/2689] lr: 6.000e-02, eta: 11:33:39, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7531, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.1912 2021-12-03 05:04:07,231 - mmaction - INFO - Epoch [10][900/2689] lr: 6.000e-02, eta: 11:33:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 1.9674, loss: 1.9674, grad_norm: 2.0505 2021-12-03 05:04:31,456 - mmaction - INFO - Epoch [10][920/2689] lr: 6.000e-02, eta: 11:32:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7750, loss_cls: 1.9512, loss: 1.9512, grad_norm: 2.2649 2021-12-03 05:04:55,686 - mmaction - INFO - Epoch [10][940/2689] lr: 6.000e-02, eta: 11:32:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.2147 2021-12-03 05:05:19,896 - mmaction - INFO - Epoch [10][960/2689] lr: 6.000e-02, eta: 11:32:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7734, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.1663 2021-12-03 05:05:44,082 - mmaction - INFO - Epoch [10][980/2689] lr: 6.000e-02, eta: 11:31:35, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7484, loss_cls: 2.1902, loss: 2.1902, grad_norm: 2.2389 2021-12-03 05:06:08,299 - mmaction - INFO - Epoch [10][1000/2689] lr: 6.000e-02, eta: 11:31:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7781, loss_cls: 1.9550, loss: 1.9550, grad_norm: 2.2323 2021-12-03 05:06:32,505 - mmaction - INFO - Epoch [10][1020/2689] lr: 6.000e-02, eta: 11:30:46, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 2.0371, loss: 2.0371, grad_norm: 2.1656 2021-12-03 05:06:56,714 - mmaction - INFO - Epoch [10][1040/2689] lr: 6.000e-02, eta: 11:30:21, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7641, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.2068 2021-12-03 05:07:20,927 - mmaction - INFO - Epoch [10][1060/2689] lr: 6.000e-02, eta: 11:29:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7609, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.2641 2021-12-03 05:07:45,141 - mmaction - INFO - Epoch [10][1080/2689] lr: 6.000e-02, eta: 11:29:32, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.2072 2021-12-03 05:08:09,366 - mmaction - INFO - Epoch [10][1100/2689] lr: 6.000e-02, eta: 11:29:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9848, loss: 1.9848, grad_norm: 2.1741 2021-12-03 05:08:33,612 - mmaction - INFO - Epoch [10][1120/2689] lr: 6.000e-02, eta: 11:28:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7578, loss_cls: 2.0263, loss: 2.0263, grad_norm: 2.1026 2021-12-03 05:08:57,880 - mmaction - INFO - Epoch [10][1140/2689] lr: 6.000e-02, eta: 11:28:18, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.0421, loss: 2.0421, grad_norm: 2.0949 2021-12-03 05:09:22,134 - mmaction - INFO - Epoch [10][1160/2689] lr: 6.000e-02, eta: 11:27:53, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1413, loss: 2.1413, grad_norm: 2.1860 2021-12-03 05:09:46,495 - mmaction - INFO - Epoch [10][1180/2689] lr: 6.000e-02, eta: 11:27:29, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2092, loss: 2.2092, grad_norm: 2.0984 2021-12-03 05:10:10,968 - mmaction - INFO - Epoch [10][1200/2689] lr: 6.000e-02, eta: 11:27:04, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7656, loss_cls: 2.0135, loss: 2.0135, grad_norm: 2.1697 2021-12-03 05:10:35,314 - mmaction - INFO - Epoch [10][1220/2689] lr: 6.000e-02, eta: 11:26:40, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7625, loss_cls: 2.0706, loss: 2.0706, grad_norm: 2.2059 2021-12-03 05:10:59,622 - mmaction - INFO - Epoch [10][1240/2689] lr: 6.000e-02, eta: 11:26:15, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7766, loss_cls: 1.9517, loss: 1.9517, grad_norm: 2.1196 2021-12-03 05:11:23,958 - mmaction - INFO - Epoch [10][1260/2689] lr: 6.000e-02, eta: 11:25:51, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7516, loss_cls: 1.9936, loss: 1.9936, grad_norm: 2.1561 2021-12-03 05:11:48,560 - mmaction - INFO - Epoch [10][1280/2689] lr: 6.000e-02, eta: 11:25:26, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7750, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.1623 2021-12-03 05:12:12,939 - mmaction - INFO - Epoch [10][1300/2689] lr: 6.000e-02, eta: 11:25:02, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.1045 2021-12-03 05:12:37,479 - mmaction - INFO - Epoch [10][1320/2689] lr: 6.000e-02, eta: 11:24:38, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7703, loss_cls: 1.9906, loss: 1.9906, grad_norm: 2.1846 2021-12-03 05:13:01,913 - mmaction - INFO - Epoch [10][1340/2689] lr: 6.000e-02, eta: 11:24:13, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7703, loss_cls: 1.9844, loss: 1.9844, grad_norm: 2.1283 2021-12-03 05:13:26,358 - mmaction - INFO - Epoch [10][1360/2689] lr: 6.000e-02, eta: 11:23:49, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7703, loss_cls: 1.9720, loss: 1.9720, grad_norm: 2.1806 2021-12-03 05:13:50,864 - mmaction - INFO - Epoch [10][1380/2689] lr: 6.000e-02, eta: 11:23:25, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7391, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.2967 2021-12-03 05:14:15,173 - mmaction - INFO - Epoch [10][1400/2689] lr: 6.000e-02, eta: 11:23:00, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.1769 2021-12-03 05:14:39,533 - mmaction - INFO - Epoch [10][1420/2689] lr: 6.000e-02, eta: 11:22:35, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7703, loss_cls: 2.0975, loss: 2.0975, grad_norm: 2.1158 2021-12-03 05:15:03,820 - mmaction - INFO - Epoch [10][1440/2689] lr: 6.000e-02, eta: 11:22:11, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 1.9951, loss: 1.9951, grad_norm: 2.1488 2021-12-03 05:15:28,076 - mmaction - INFO - Epoch [10][1460/2689] lr: 6.000e-02, eta: 11:21:46, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7469, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.3009 2021-12-03 05:15:52,318 - mmaction - INFO - Epoch [10][1480/2689] lr: 6.000e-02, eta: 11:21:22, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7922, loss_cls: 1.8443, loss: 1.8443, grad_norm: 2.1148 2021-12-03 05:16:16,583 - mmaction - INFO - Epoch [10][1500/2689] lr: 6.000e-02, eta: 11:20:57, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7141, loss_cls: 2.2078, loss: 2.2078, grad_norm: 2.3028 2021-12-03 05:16:40,850 - mmaction - INFO - Epoch [10][1520/2689] lr: 6.000e-02, eta: 11:20:32, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7547, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.1554 2021-12-03 05:17:05,084 - mmaction - INFO - Epoch [10][1540/2689] lr: 6.000e-02, eta: 11:20:08, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.2066, loss: 2.2066, grad_norm: 2.1926 2021-12-03 05:17:29,337 - mmaction - INFO - Epoch [10][1560/2689] lr: 6.000e-02, eta: 11:19:43, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7625, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.2700 2021-12-03 05:17:53,540 - mmaction - INFO - Epoch [10][1580/2689] lr: 6.000e-02, eta: 11:19:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7141, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.2435 2021-12-03 05:18:17,770 - mmaction - INFO - Epoch [10][1600/2689] lr: 6.000e-02, eta: 11:18:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7672, loss_cls: 2.0428, loss: 2.0428, grad_norm: 1.9945 2021-12-03 05:18:42,005 - mmaction - INFO - Epoch [10][1620/2689] lr: 6.000e-02, eta: 11:18:29, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5391, top5_acc: 0.8078, loss_cls: 1.7810, loss: 1.7810, grad_norm: 2.0901 2021-12-03 05:19:06,232 - mmaction - INFO - Epoch [10][1640/2689] lr: 6.000e-02, eta: 11:18:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7703, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.3032 2021-12-03 05:19:30,431 - mmaction - INFO - Epoch [10][1660/2689] lr: 6.000e-02, eta: 11:17:40, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7672, loss_cls: 2.0436, loss: 2.0436, grad_norm: 2.1504 2021-12-03 05:19:54,615 - mmaction - INFO - Epoch [10][1680/2689] lr: 6.000e-02, eta: 11:17:15, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.1913 2021-12-03 05:20:18,834 - mmaction - INFO - Epoch [10][1700/2689] lr: 6.000e-02, eta: 11:16:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.1670, loss: 2.1670, grad_norm: 2.2457 2021-12-03 05:20:43,031 - mmaction - INFO - Epoch [10][1720/2689] lr: 6.000e-02, eta: 11:16:25, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7688, loss_cls: 2.1179, loss: 2.1179, grad_norm: 2.1838 2021-12-03 05:21:07,254 - mmaction - INFO - Epoch [10][1740/2689] lr: 6.000e-02, eta: 11:16:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7781, loss_cls: 2.0313, loss: 2.0313, grad_norm: 2.1298 2021-12-03 05:21:31,447 - mmaction - INFO - Epoch [10][1760/2689] lr: 6.000e-02, eta: 11:15:36, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7766, loss_cls: 1.9876, loss: 1.9876, grad_norm: 2.1561 2021-12-03 05:21:55,629 - mmaction - INFO - Epoch [10][1780/2689] lr: 6.000e-02, eta: 11:15:11, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.2437 2021-12-03 05:22:19,828 - mmaction - INFO - Epoch [10][1800/2689] lr: 6.000e-02, eta: 11:14:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7672, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.2152 2021-12-03 05:22:44,031 - mmaction - INFO - Epoch [10][1820/2689] lr: 6.000e-02, eta: 11:14:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7547, loss_cls: 2.1340, loss: 2.1340, grad_norm: 2.1745 2021-12-03 05:23:08,247 - mmaction - INFO - Epoch [10][1840/2689] lr: 6.000e-02, eta: 11:13:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7516, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.0756 2021-12-03 05:23:32,438 - mmaction - INFO - Epoch [10][1860/2689] lr: 6.000e-02, eta: 11:13:33, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7828, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.2735 2021-12-03 05:23:56,623 - mmaction - INFO - Epoch [10][1880/2689] lr: 6.000e-02, eta: 11:13:08, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0157, loss: 2.0157, grad_norm: 2.2045 2021-12-03 05:24:20,821 - mmaction - INFO - Epoch [10][1900/2689] lr: 6.000e-02, eta: 11:12:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7656, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.1429 2021-12-03 05:24:45,030 - mmaction - INFO - Epoch [10][1920/2689] lr: 6.000e-02, eta: 11:12:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7406, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.2159 2021-12-03 05:25:09,281 - mmaction - INFO - Epoch [10][1940/2689] lr: 6.000e-02, eta: 11:11:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.0333, loss: 2.0333, grad_norm: 2.1682 2021-12-03 05:25:33,508 - mmaction - INFO - Epoch [10][1960/2689] lr: 6.000e-02, eta: 11:11:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.0014, loss: 2.0014, grad_norm: 2.1118 2021-12-03 05:25:57,739 - mmaction - INFO - Epoch [10][1980/2689] lr: 6.000e-02, eta: 11:11:04, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.8816, loss: 1.8816, grad_norm: 2.2298 2021-12-03 05:26:21,989 - mmaction - INFO - Epoch [10][2000/2689] lr: 6.000e-02, eta: 11:10:40, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7875, loss_cls: 1.9040, loss: 1.9040, grad_norm: 2.1528 2021-12-03 05:26:46,212 - mmaction - INFO - Epoch [10][2020/2689] lr: 6.000e-02, eta: 11:10:15, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7656, loss_cls: 2.0999, loss: 2.0999, grad_norm: 2.2527 2021-12-03 05:27:10,493 - mmaction - INFO - Epoch [10][2040/2689] lr: 6.000e-02, eta: 11:09:51, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7469, loss_cls: 2.1031, loss: 2.1031, grad_norm: 2.0909 2021-12-03 05:27:34,754 - mmaction - INFO - Epoch [10][2060/2689] lr: 6.000e-02, eta: 11:09:26, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7750, loss_cls: 1.9956, loss: 1.9956, grad_norm: 2.2028 2021-12-03 05:27:59,269 - mmaction - INFO - Epoch [10][2080/2689] lr: 6.000e-02, eta: 11:09:02, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7656, loss_cls: 1.9892, loss: 1.9892, grad_norm: 2.2152 2021-12-03 05:28:23,624 - mmaction - INFO - Epoch [10][2100/2689] lr: 6.000e-02, eta: 11:08:37, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7516, loss_cls: 1.9929, loss: 1.9929, grad_norm: 2.1871 2021-12-03 05:28:47,999 - mmaction - INFO - Epoch [10][2120/2689] lr: 6.000e-02, eta: 11:08:13, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7719, loss_cls: 1.9632, loss: 1.9632, grad_norm: 2.1984 2021-12-03 05:29:12,541 - mmaction - INFO - Epoch [10][2140/2689] lr: 6.000e-02, eta: 11:07:48, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7672, loss_cls: 2.0321, loss: 2.0321, grad_norm: 2.2440 2021-12-03 05:29:37,102 - mmaction - INFO - Epoch [10][2160/2689] lr: 6.000e-02, eta: 11:07:24, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7453, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.2268 2021-12-03 05:30:01,703 - mmaction - INFO - Epoch [10][2180/2689] lr: 6.000e-02, eta: 11:07:00, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.2448 2021-12-03 05:30:26,237 - mmaction - INFO - Epoch [10][2200/2689] lr: 6.000e-02, eta: 11:06:36, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0475, loss: 2.0475, grad_norm: 2.1527 2021-12-03 05:30:50,782 - mmaction - INFO - Epoch [10][2220/2689] lr: 6.000e-02, eta: 11:06:11, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7656, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.1856 2021-12-03 05:31:15,359 - mmaction - INFO - Epoch [10][2240/2689] lr: 6.000e-02, eta: 11:05:47, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7297, loss_cls: 2.2057, loss: 2.2057, grad_norm: 2.2088 2021-12-03 05:31:39,806 - mmaction - INFO - Epoch [10][2260/2689] lr: 6.000e-02, eta: 11:05:23, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7625, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.1472 2021-12-03 05:32:04,304 - mmaction - INFO - Epoch [10][2280/2689] lr: 6.000e-02, eta: 11:04:58, time: 1.225, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7766, loss_cls: 1.9929, loss: 1.9929, grad_norm: 2.2384 2021-12-03 05:32:28,614 - mmaction - INFO - Epoch [10][2300/2689] lr: 6.000e-02, eta: 11:04:34, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.2557 2021-12-03 05:32:52,891 - mmaction - INFO - Epoch [10][2320/2689] lr: 6.000e-02, eta: 11:04:09, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7391, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.1805 2021-12-03 05:33:17,187 - mmaction - INFO - Epoch [10][2340/2689] lr: 6.000e-02, eta: 11:03:45, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7781, loss_cls: 2.0451, loss: 2.0451, grad_norm: 2.2092 2021-12-03 05:33:41,448 - mmaction - INFO - Epoch [10][2360/2689] lr: 6.000e-02, eta: 11:03:20, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7578, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.2152 2021-12-03 05:34:05,674 - mmaction - INFO - Epoch [10][2380/2689] lr: 6.000e-02, eta: 11:02:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7703, loss_cls: 2.0086, loss: 2.0086, grad_norm: 2.1523 2021-12-03 05:34:29,896 - mmaction - INFO - Epoch [10][2400/2689] lr: 6.000e-02, eta: 11:02:31, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 1.9920, loss: 1.9920, grad_norm: 2.2616 2021-12-03 05:34:54,096 - mmaction - INFO - Epoch [10][2420/2689] lr: 6.000e-02, eta: 11:02:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7719, loss_cls: 2.0134, loss: 2.0134, grad_norm: 2.0612 2021-12-03 05:35:18,319 - mmaction - INFO - Epoch [10][2440/2689] lr: 6.000e-02, eta: 11:01:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 1.9067, loss: 1.9067, grad_norm: 2.1447 2021-12-03 05:35:42,511 - mmaction - INFO - Epoch [10][2460/2689] lr: 6.000e-02, eta: 11:01:17, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7984, loss_cls: 1.8616, loss: 1.8616, grad_norm: 2.0666 2021-12-03 05:36:06,735 - mmaction - INFO - Epoch [10][2480/2689] lr: 6.000e-02, eta: 11:00:52, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0450, loss: 2.0450, grad_norm: 2.1815 2021-12-03 05:36:30,961 - mmaction - INFO - Epoch [10][2500/2689] lr: 6.000e-02, eta: 11:00:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7734, loss_cls: 1.9400, loss: 1.9400, grad_norm: 2.1104 2021-12-03 05:36:55,202 - mmaction - INFO - Epoch [10][2520/2689] lr: 6.000e-02, eta: 11:00:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7516, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.1998 2021-12-03 05:37:19,399 - mmaction - INFO - Epoch [10][2540/2689] lr: 6.000e-02, eta: 10:59:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7547, loss_cls: 2.0805, loss: 2.0805, grad_norm: 2.1963 2021-12-03 05:37:43,626 - mmaction - INFO - Epoch [10][2560/2689] lr: 6.000e-02, eta: 10:59:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7812, loss_cls: 1.9605, loss: 1.9605, grad_norm: 2.2785 2021-12-03 05:38:07,856 - mmaction - INFO - Epoch [10][2580/2689] lr: 6.000e-02, eta: 10:58:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.0998, loss: 2.0998, grad_norm: 2.1264 2021-12-03 05:38:32,083 - mmaction - INFO - Epoch [10][2600/2689] lr: 6.000e-02, eta: 10:58:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.1007 2021-12-03 05:38:56,307 - mmaction - INFO - Epoch [10][2620/2689] lr: 6.000e-02, eta: 10:58:00, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7781, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.1923 2021-12-03 05:39:20,503 - mmaction - INFO - Epoch [10][2640/2689] lr: 6.000e-02, eta: 10:57:35, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7641, loss_cls: 2.0211, loss: 2.0211, grad_norm: 2.1447 2021-12-03 05:39:44,733 - mmaction - INFO - Epoch [10][2660/2689] lr: 6.000e-02, eta: 10:57:10, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7594, loss_cls: 2.0490, loss: 2.0490, grad_norm: 2.1897 2021-12-03 05:40:08,961 - mmaction - INFO - Epoch [10][2680/2689] lr: 6.000e-02, eta: 10:56:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7609, loss_cls: 2.0041, loss: 2.0041, grad_norm: 2.0609 2021-12-03 05:40:19,891 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-12-03 05:41:13,879 - mmaction - INFO - Epoch [11][20/2689] lr: 6.000e-02, eta: 10:56:31, time: 2.654, data_time: 1.431, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7625, loss_cls: 1.9740, loss: 1.9740, grad_norm: 2.0707 2021-12-03 05:41:37,995 - mmaction - INFO - Epoch [11][40/2689] lr: 6.000e-02, eta: 10:56:07, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9490, loss: 1.9490, grad_norm: 2.1100 2021-12-03 05:42:02,170 - mmaction - INFO - Epoch [11][60/2689] lr: 6.000e-02, eta: 10:55:42, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9430, loss: 1.9430, grad_norm: 2.1213 2021-12-03 05:42:26,396 - mmaction - INFO - Epoch [11][80/2689] lr: 6.000e-02, eta: 10:55:17, time: 1.211, data_time: 0.002, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.0468, loss: 2.0468, grad_norm: 2.2064 2021-12-03 05:42:50,602 - mmaction - INFO - Epoch [11][100/2689] lr: 6.000e-02, eta: 10:54:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7797, loss_cls: 1.9203, loss: 1.9203, grad_norm: 2.0983 2021-12-03 05:43:14,834 - mmaction - INFO - Epoch [11][120/2689] lr: 6.000e-02, eta: 10:54:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0202, loss: 2.0202, grad_norm: 2.1573 2021-12-03 05:43:39,256 - mmaction - INFO - Epoch [11][140/2689] lr: 6.000e-02, eta: 10:54:03, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8031, loss_cls: 1.8441, loss: 1.8441, grad_norm: 2.1816 2021-12-03 05:44:03,615 - mmaction - INFO - Epoch [11][160/2689] lr: 6.000e-02, eta: 10:53:39, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7812, loss_cls: 2.0102, loss: 2.0102, grad_norm: 2.2544 2021-12-03 05:44:28,201 - mmaction - INFO - Epoch [11][180/2689] lr: 6.000e-02, eta: 10:53:15, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 1.9682, loss: 1.9682, grad_norm: 2.1589 2021-12-03 05:44:52,751 - mmaction - INFO - Epoch [11][200/2689] lr: 6.000e-02, eta: 10:52:50, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7547, loss_cls: 2.0539, loss: 2.0539, grad_norm: 2.1975 2021-12-03 05:45:17,338 - mmaction - INFO - Epoch [11][220/2689] lr: 6.000e-02, eta: 10:52:26, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 1.9967, loss: 1.9967, grad_norm: 2.1261 2021-12-03 05:45:41,952 - mmaction - INFO - Epoch [11][240/2689] lr: 6.000e-02, eta: 10:52:02, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7891, loss_cls: 1.9693, loss: 1.9693, grad_norm: 2.2640 2021-12-03 05:46:06,465 - mmaction - INFO - Epoch [11][260/2689] lr: 6.000e-02, eta: 10:51:37, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 1.9680, loss: 1.9680, grad_norm: 2.2972 2021-12-03 05:46:31,021 - mmaction - INFO - Epoch [11][280/2689] lr: 6.000e-02, eta: 10:51:13, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7781, loss_cls: 1.8982, loss: 1.8982, grad_norm: 2.2058 2021-12-03 05:46:55,628 - mmaction - INFO - Epoch [11][300/2689] lr: 6.000e-02, eta: 10:50:49, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7484, loss_cls: 2.1016, loss: 2.1016, grad_norm: 2.1707 2021-12-03 05:47:20,182 - mmaction - INFO - Epoch [11][320/2689] lr: 6.000e-02, eta: 10:50:25, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9169, loss: 1.9169, grad_norm: 2.1305 2021-12-03 05:47:44,756 - mmaction - INFO - Epoch [11][340/2689] lr: 6.000e-02, eta: 10:50:00, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7891, loss_cls: 1.9353, loss: 1.9353, grad_norm: 2.2579 2021-12-03 05:48:09,155 - mmaction - INFO - Epoch [11][360/2689] lr: 6.000e-02, eta: 10:49:36, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.2227 2021-12-03 05:48:33,536 - mmaction - INFO - Epoch [11][380/2689] lr: 6.000e-02, eta: 10:49:11, time: 1.219, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7578, loss_cls: 2.0746, loss: 2.0746, grad_norm: 2.2424 2021-12-03 05:48:57,891 - mmaction - INFO - Epoch [11][400/2689] lr: 6.000e-02, eta: 10:48:47, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7516, loss_cls: 1.9965, loss: 1.9965, grad_norm: 2.1629 2021-12-03 05:49:22,170 - mmaction - INFO - Epoch [11][420/2689] lr: 6.000e-02, eta: 10:48:22, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7875, loss_cls: 1.9209, loss: 1.9209, grad_norm: 2.1954 2021-12-03 05:49:46,470 - mmaction - INFO - Epoch [11][440/2689] lr: 6.000e-02, eta: 10:47:58, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7641, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.2263 2021-12-03 05:50:10,756 - mmaction - INFO - Epoch [11][460/2689] lr: 6.000e-02, eta: 10:47:33, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7578, loss_cls: 2.0156, loss: 2.0156, grad_norm: 2.2066 2021-12-03 05:50:35,005 - mmaction - INFO - Epoch [11][480/2689] lr: 6.000e-02, eta: 10:47:09, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 1.9558, loss: 1.9558, grad_norm: 2.1158 2021-12-03 05:50:59,262 - mmaction - INFO - Epoch [11][500/2689] lr: 6.000e-02, eta: 10:46:44, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7484, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.1502 2021-12-03 05:51:23,515 - mmaction - INFO - Epoch [11][520/2689] lr: 6.000e-02, eta: 10:46:19, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7797, loss_cls: 2.0146, loss: 2.0146, grad_norm: 2.2529 2021-12-03 05:51:47,781 - mmaction - INFO - Epoch [11][540/2689] lr: 6.000e-02, eta: 10:45:55, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9202, loss: 1.9202, grad_norm: 2.2365 2021-12-03 05:52:12,035 - mmaction - INFO - Epoch [11][560/2689] lr: 6.000e-02, eta: 10:45:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 1.9962, loss: 1.9962, grad_norm: 2.1585 2021-12-03 05:52:36,226 - mmaction - INFO - Epoch [11][580/2689] lr: 6.000e-02, eta: 10:45:05, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7578, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.2841 2021-12-03 05:53:00,449 - mmaction - INFO - Epoch [11][600/2689] lr: 6.000e-02, eta: 10:44:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7750, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.1139 2021-12-03 05:53:24,674 - mmaction - INFO - Epoch [11][620/2689] lr: 6.000e-02, eta: 10:44:16, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7812, loss_cls: 1.9192, loss: 1.9192, grad_norm: 2.0924 2021-12-03 05:53:48,895 - mmaction - INFO - Epoch [11][640/2689] lr: 6.000e-02, eta: 10:43:51, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7672, loss_cls: 2.0401, loss: 2.0401, grad_norm: 2.1450 2021-12-03 05:54:13,154 - mmaction - INFO - Epoch [11][660/2689] lr: 6.000e-02, eta: 10:43:27, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7734, loss_cls: 1.9729, loss: 1.9729, grad_norm: 2.1509 2021-12-03 05:54:37,423 - mmaction - INFO - Epoch [11][680/2689] lr: 6.000e-02, eta: 10:43:02, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9094, loss: 1.9094, grad_norm: 2.0427 2021-12-03 05:55:01,708 - mmaction - INFO - Epoch [11][700/2689] lr: 6.000e-02, eta: 10:42:37, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7547, loss_cls: 2.0559, loss: 2.0559, grad_norm: 2.1986 2021-12-03 05:55:25,954 - mmaction - INFO - Epoch [11][720/2689] lr: 6.000e-02, eta: 10:42:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7672, loss_cls: 2.0011, loss: 2.0011, grad_norm: 2.2351 2021-12-03 05:55:50,223 - mmaction - INFO - Epoch [11][740/2689] lr: 6.000e-02, eta: 10:41:48, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7812, loss_cls: 1.9743, loss: 1.9743, grad_norm: 2.2339 2021-12-03 05:56:14,479 - mmaction - INFO - Epoch [11][760/2689] lr: 6.000e-02, eta: 10:41:24, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7906, loss_cls: 1.9057, loss: 1.9057, grad_norm: 2.2765 2021-12-03 05:56:38,757 - mmaction - INFO - Epoch [11][780/2689] lr: 6.000e-02, eta: 10:40:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7672, loss_cls: 2.0489, loss: 2.0489, grad_norm: 2.2024 2021-12-03 05:57:03,027 - mmaction - INFO - Epoch [11][800/2689] lr: 6.000e-02, eta: 10:40:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7719, loss_cls: 2.0099, loss: 2.0099, grad_norm: 2.1147 2021-12-03 05:57:27,281 - mmaction - INFO - Epoch [11][820/2689] lr: 6.000e-02, eta: 10:40:10, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.1166 2021-12-03 05:57:51,573 - mmaction - INFO - Epoch [11][840/2689] lr: 6.000e-02, eta: 10:39:45, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7719, loss_cls: 1.9358, loss: 1.9358, grad_norm: 2.0786 2021-12-03 05:58:15,883 - mmaction - INFO - Epoch [11][860/2689] lr: 6.000e-02, eta: 10:39:21, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7547, loss_cls: 1.9932, loss: 1.9932, grad_norm: 2.2768 2021-12-03 05:58:40,177 - mmaction - INFO - Epoch [11][880/2689] lr: 6.000e-02, eta: 10:38:56, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7859, loss_cls: 1.8998, loss: 1.8998, grad_norm: 2.2197 2021-12-03 05:59:04,543 - mmaction - INFO - Epoch [11][900/2689] lr: 6.000e-02, eta: 10:38:32, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7734, loss_cls: 1.9204, loss: 1.9204, grad_norm: 2.2217 2021-12-03 05:59:28,987 - mmaction - INFO - Epoch [11][920/2689] lr: 6.000e-02, eta: 10:38:07, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7734, loss_cls: 1.9146, loss: 1.9146, grad_norm: 2.1183 2021-12-03 05:59:53,576 - mmaction - INFO - Epoch [11][940/2689] lr: 6.000e-02, eta: 10:37:43, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7797, loss_cls: 1.9493, loss: 1.9493, grad_norm: 2.1281 2021-12-03 06:00:18,064 - mmaction - INFO - Epoch [11][960/2689] lr: 6.000e-02, eta: 10:37:19, time: 1.225, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7812, loss_cls: 1.9792, loss: 1.9792, grad_norm: 2.2326 2021-12-03 06:00:42,636 - mmaction - INFO - Epoch [11][980/2689] lr: 6.000e-02, eta: 10:36:54, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7797, loss_cls: 2.0190, loss: 2.0190, grad_norm: 2.2321 2021-12-03 06:01:07,291 - mmaction - INFO - Epoch [11][1000/2689] lr: 6.000e-02, eta: 10:36:30, time: 1.233, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7891, loss_cls: 1.9758, loss: 1.9758, grad_norm: 2.2947 2021-12-03 06:01:31,859 - mmaction - INFO - Epoch [11][1020/2689] lr: 6.000e-02, eta: 10:36:06, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7656, loss_cls: 1.9576, loss: 1.9576, grad_norm: 2.1545 2021-12-03 06:01:56,426 - mmaction - INFO - Epoch [11][1040/2689] lr: 6.000e-02, eta: 10:35:42, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7734, loss_cls: 1.9750, loss: 1.9750, grad_norm: 2.1622 2021-12-03 06:02:20,883 - mmaction - INFO - Epoch [11][1060/2689] lr: 6.000e-02, eta: 10:35:17, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7484, loss_cls: 2.0912, loss: 2.0912, grad_norm: 2.2235 2021-12-03 06:02:45,418 - mmaction - INFO - Epoch [11][1080/2689] lr: 6.000e-02, eta: 10:34:53, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.8063, loss_cls: 1.8362, loss: 1.8362, grad_norm: 2.2267 2021-12-03 06:03:10,023 - mmaction - INFO - Epoch [11][1100/2689] lr: 6.000e-02, eta: 10:34:29, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 1.8544, loss: 1.8544, grad_norm: 2.2063 2021-12-03 06:03:34,362 - mmaction - INFO - Epoch [11][1120/2689] lr: 6.000e-02, eta: 10:34:04, time: 1.217, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7672, loss_cls: 1.9389, loss: 1.9389, grad_norm: 2.3343 2021-12-03 06:03:58,891 - mmaction - INFO - Epoch [11][1140/2689] lr: 6.000e-02, eta: 10:33:40, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 1.9170, loss: 1.9170, grad_norm: 2.3210 2021-12-03 06:04:23,215 - mmaction - INFO - Epoch [11][1160/2689] lr: 6.000e-02, eta: 10:33:15, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7453, loss_cls: 2.0826, loss: 2.0826, grad_norm: 2.3108 2021-12-03 06:04:47,794 - mmaction - INFO - Epoch [11][1180/2689] lr: 6.000e-02, eta: 10:32:51, time: 1.229, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7500, loss_cls: 2.1123, loss: 2.1123, grad_norm: 2.1474 2021-12-03 06:05:12,075 - mmaction - INFO - Epoch [11][1200/2689] lr: 6.000e-02, eta: 10:32:26, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.0812, loss: 2.0812, grad_norm: 2.1898 2021-12-03 06:05:36,381 - mmaction - INFO - Epoch [11][1220/2689] lr: 6.000e-02, eta: 10:32:02, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7734, loss_cls: 1.9015, loss: 1.9015, grad_norm: 2.0965 2021-12-03 06:06:00,680 - mmaction - INFO - Epoch [11][1240/2689] lr: 6.000e-02, eta: 10:31:37, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9613, loss: 1.9613, grad_norm: 2.1425 2021-12-03 06:06:24,964 - mmaction - INFO - Epoch [11][1260/2689] lr: 6.000e-02, eta: 10:31:13, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.8863, loss: 1.8863, grad_norm: 2.1580 2021-12-03 06:06:49,249 - mmaction - INFO - Epoch [11][1280/2689] lr: 6.000e-02, eta: 10:30:48, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7672, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.1436 2021-12-03 06:07:13,499 - mmaction - INFO - Epoch [11][1300/2689] lr: 6.000e-02, eta: 10:30:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7906, loss_cls: 1.9186, loss: 1.9186, grad_norm: 2.2140 2021-12-03 06:07:37,748 - mmaction - INFO - Epoch [11][1320/2689] lr: 6.000e-02, eta: 10:29:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7516, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.2983 2021-12-03 06:08:02,022 - mmaction - INFO - Epoch [11][1340/2689] lr: 6.000e-02, eta: 10:29:34, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 1.9836, loss: 1.9836, grad_norm: 2.1886 2021-12-03 06:08:26,276 - mmaction - INFO - Epoch [11][1360/2689] lr: 6.000e-02, eta: 10:29:10, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.0375, loss: 2.0375, grad_norm: 2.2169 2021-12-03 06:08:50,513 - mmaction - INFO - Epoch [11][1380/2689] lr: 6.000e-02, eta: 10:28:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7906, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.1814 2021-12-03 06:09:14,759 - mmaction - INFO - Epoch [11][1400/2689] lr: 6.000e-02, eta: 10:28:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 1.9743, loss: 1.9743, grad_norm: 2.2340 2021-12-03 06:09:39,013 - mmaction - INFO - Epoch [11][1420/2689] lr: 6.000e-02, eta: 10:27:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7609, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.2354 2021-12-03 06:10:03,209 - mmaction - INFO - Epoch [11][1440/2689] lr: 6.000e-02, eta: 10:27:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.1937, loss: 2.1937, grad_norm: 2.1587 2021-12-03 06:10:27,417 - mmaction - INFO - Epoch [11][1460/2689] lr: 6.000e-02, eta: 10:27:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9752, loss: 1.9752, grad_norm: 2.0633 2021-12-03 06:10:51,656 - mmaction - INFO - Epoch [11][1480/2689] lr: 6.000e-02, eta: 10:26:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9916, loss: 1.9916, grad_norm: 2.1749 2021-12-03 06:11:15,881 - mmaction - INFO - Epoch [11][1500/2689] lr: 6.000e-02, eta: 10:26:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 1.9228, loss: 1.9228, grad_norm: 2.1411 2021-12-03 06:11:40,098 - mmaction - INFO - Epoch [11][1520/2689] lr: 6.000e-02, eta: 10:25:52, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 1.9837, loss: 1.9837, grad_norm: 2.2229 2021-12-03 06:12:04,350 - mmaction - INFO - Epoch [11][1540/2689] lr: 6.000e-02, eta: 10:25:28, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7406, loss_cls: 2.0751, loss: 2.0751, grad_norm: 2.2413 2021-12-03 06:12:28,606 - mmaction - INFO - Epoch [11][1560/2689] lr: 6.000e-02, eta: 10:25:03, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7656, loss_cls: 2.0342, loss: 2.0342, grad_norm: 2.1619 2021-12-03 06:12:52,847 - mmaction - INFO - Epoch [11][1580/2689] lr: 6.000e-02, eta: 10:24:39, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 1.9781, loss: 1.9781, grad_norm: 2.1115 2021-12-03 06:13:17,076 - mmaction - INFO - Epoch [11][1600/2689] lr: 6.000e-02, eta: 10:24:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7766, loss_cls: 1.8724, loss: 1.8724, grad_norm: 2.2281 2021-12-03 06:13:41,326 - mmaction - INFO - Epoch [11][1620/2689] lr: 6.000e-02, eta: 10:23:49, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 1.9398, loss: 1.9398, grad_norm: 2.2071 2021-12-03 06:14:05,595 - mmaction - INFO - Epoch [11][1640/2689] lr: 6.000e-02, eta: 10:23:25, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7984, loss_cls: 1.8205, loss: 1.8205, grad_norm: 2.0585 2021-12-03 06:14:29,902 - mmaction - INFO - Epoch [11][1660/2689] lr: 6.000e-02, eta: 10:23:00, time: 1.216, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7969, loss_cls: 1.9093, loss: 1.9093, grad_norm: 2.1190 2021-12-03 06:14:54,211 - mmaction - INFO - Epoch [11][1680/2689] lr: 6.000e-02, eta: 10:22:36, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.2078 2021-12-03 06:15:18,629 - mmaction - INFO - Epoch [11][1700/2689] lr: 6.000e-02, eta: 10:22:11, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7844, loss_cls: 1.9208, loss: 1.9208, grad_norm: 2.1062 2021-12-03 06:15:43,069 - mmaction - INFO - Epoch [11][1720/2689] lr: 6.000e-02, eta: 10:21:47, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.2810 2021-12-03 06:16:07,564 - mmaction - INFO - Epoch [11][1740/2689] lr: 6.000e-02, eta: 10:21:22, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7297, loss_cls: 2.1733, loss: 2.1733, grad_norm: 2.2291 2021-12-03 06:16:32,003 - mmaction - INFO - Epoch [11][1760/2689] lr: 6.000e-02, eta: 10:20:58, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7797, loss_cls: 1.9576, loss: 1.9576, grad_norm: 2.2361 2021-12-03 06:16:56,372 - mmaction - INFO - Epoch [11][1780/2689] lr: 6.000e-02, eta: 10:20:34, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7719, loss_cls: 1.9962, loss: 1.9962, grad_norm: 2.2376 2021-12-03 06:17:20,867 - mmaction - INFO - Epoch [11][1800/2689] lr: 6.000e-02, eta: 10:20:09, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.2421 2021-12-03 06:17:45,337 - mmaction - INFO - Epoch [11][1820/2689] lr: 6.000e-02, eta: 10:19:45, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7578, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.1738 2021-12-03 06:18:09,750 - mmaction - INFO - Epoch [11][1840/2689] lr: 6.000e-02, eta: 10:19:20, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7375, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.1611 2021-12-03 06:18:34,276 - mmaction - INFO - Epoch [11][1860/2689] lr: 6.000e-02, eta: 10:18:56, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0104, loss: 2.0104, grad_norm: 2.1321 2021-12-03 06:18:58,596 - mmaction - INFO - Epoch [11][1880/2689] lr: 6.000e-02, eta: 10:18:32, time: 1.216, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7625, loss_cls: 2.0332, loss: 2.0332, grad_norm: 2.1873 2021-12-03 06:19:22,971 - mmaction - INFO - Epoch [11][1900/2689] lr: 6.000e-02, eta: 10:18:07, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7359, loss_cls: 2.0572, loss: 2.0572, grad_norm: 2.2498 2021-12-03 06:19:47,274 - mmaction - INFO - Epoch [11][1920/2689] lr: 6.000e-02, eta: 10:17:43, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7797, loss_cls: 1.9814, loss: 1.9814, grad_norm: 2.1527 2021-12-03 06:20:11,582 - mmaction - INFO - Epoch [11][1940/2689] lr: 6.000e-02, eta: 10:17:18, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9402, loss: 1.9402, grad_norm: 2.2398 2021-12-03 06:20:35,871 - mmaction - INFO - Epoch [11][1960/2689] lr: 6.000e-02, eta: 10:16:53, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7766, loss_cls: 1.9179, loss: 1.9179, grad_norm: 2.1752 2021-12-03 06:21:00,169 - mmaction - INFO - Epoch [11][1980/2689] lr: 6.000e-02, eta: 10:16:29, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 1.9286, loss: 1.9286, grad_norm: 2.0310 2021-12-03 06:21:24,459 - mmaction - INFO - Epoch [11][2000/2689] lr: 6.000e-02, eta: 10:16:04, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7781, loss_cls: 1.8682, loss: 1.8682, grad_norm: 2.1223 2021-12-03 06:21:48,719 - mmaction - INFO - Epoch [11][2020/2689] lr: 6.000e-02, eta: 10:15:40, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7547, loss_cls: 2.0643, loss: 2.0643, grad_norm: 2.1781 2021-12-03 06:22:12,988 - mmaction - INFO - Epoch [11][2040/2689] lr: 6.000e-02, eta: 10:15:15, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7703, loss_cls: 2.0325, loss: 2.0325, grad_norm: 2.2253 2021-12-03 06:22:37,266 - mmaction - INFO - Epoch [11][2060/2689] lr: 6.000e-02, eta: 10:14:51, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7672, loss_cls: 2.0451, loss: 2.0451, grad_norm: 2.2722 2021-12-03 06:23:01,544 - mmaction - INFO - Epoch [11][2080/2689] lr: 6.000e-02, eta: 10:14:26, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7922, loss_cls: 1.8230, loss: 1.8230, grad_norm: 2.0523 2021-12-03 06:23:25,795 - mmaction - INFO - Epoch [11][2100/2689] lr: 6.000e-02, eta: 10:14:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7734, loss_cls: 1.9363, loss: 1.9363, grad_norm: 2.1996 2021-12-03 06:23:50,039 - mmaction - INFO - Epoch [11][2120/2689] lr: 6.000e-02, eta: 10:13:37, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7594, loss_cls: 2.0533, loss: 2.0533, grad_norm: 2.2435 2021-12-03 06:24:14,270 - mmaction - INFO - Epoch [11][2140/2689] lr: 6.000e-02, eta: 10:13:12, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.0507, loss: 2.0507, grad_norm: 2.1312 2021-12-03 06:24:38,549 - mmaction - INFO - Epoch [11][2160/2689] lr: 6.000e-02, eta: 10:12:48, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7375, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.0694 2021-12-03 06:25:02,803 - mmaction - INFO - Epoch [11][2180/2689] lr: 6.000e-02, eta: 10:12:23, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7453, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.2610 2021-12-03 06:25:27,039 - mmaction - INFO - Epoch [11][2200/2689] lr: 6.000e-02, eta: 10:11:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.1675 2021-12-03 06:25:51,306 - mmaction - INFO - Epoch [11][2220/2689] lr: 6.000e-02, eta: 10:11:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7766, loss_cls: 1.9711, loss: 1.9711, grad_norm: 2.0214 2021-12-03 06:26:15,579 - mmaction - INFO - Epoch [11][2240/2689] lr: 6.000e-02, eta: 10:11:09, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7766, loss_cls: 1.9494, loss: 1.9494, grad_norm: 2.2479 2021-12-03 06:26:39,814 - mmaction - INFO - Epoch [11][2260/2689] lr: 6.000e-02, eta: 10:10:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7984, loss_cls: 1.8265, loss: 1.8265, grad_norm: 2.0530 2021-12-03 06:27:04,082 - mmaction - INFO - Epoch [11][2280/2689] lr: 6.000e-02, eta: 10:10:20, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7781, loss_cls: 1.9938, loss: 1.9938, grad_norm: 2.2117 2021-12-03 06:27:28,350 - mmaction - INFO - Epoch [11][2300/2689] lr: 6.000e-02, eta: 10:09:55, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 1.9724, loss: 1.9724, grad_norm: 2.1566 2021-12-03 06:27:52,621 - mmaction - INFO - Epoch [11][2320/2689] lr: 6.000e-02, eta: 10:09:31, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0057, loss: 2.0057, grad_norm: 2.1483 2021-12-03 06:28:16,881 - mmaction - INFO - Epoch [11][2340/2689] lr: 6.000e-02, eta: 10:09:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7484, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.0720 2021-12-03 06:28:41,214 - mmaction - INFO - Epoch [11][2360/2689] lr: 6.000e-02, eta: 10:08:42, time: 1.217, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0637, loss: 2.0637, grad_norm: 2.2599 2021-12-03 06:29:05,523 - mmaction - INFO - Epoch [11][2380/2689] lr: 6.000e-02, eta: 10:08:17, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7797, loss_cls: 2.0031, loss: 2.0031, grad_norm: 2.1617 2021-12-03 06:29:29,808 - mmaction - INFO - Epoch [11][2400/2689] lr: 6.000e-02, eta: 10:07:53, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.0983, loss: 2.0983, grad_norm: 2.1198 2021-12-03 06:29:54,197 - mmaction - INFO - Epoch [11][2420/2689] lr: 6.000e-02, eta: 10:07:28, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7875, loss_cls: 1.9771, loss: 1.9771, grad_norm: 2.1919 2021-12-03 06:30:18,808 - mmaction - INFO - Epoch [11][2440/2689] lr: 6.000e-02, eta: 10:07:04, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7891, loss_cls: 1.9612, loss: 1.9612, grad_norm: 2.0390 2021-12-03 06:30:43,110 - mmaction - INFO - Epoch [11][2460/2689] lr: 6.000e-02, eta: 10:06:39, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7859, loss_cls: 1.8093, loss: 1.8093, grad_norm: 2.0567 2021-12-03 06:31:07,506 - mmaction - INFO - Epoch [11][2480/2689] lr: 6.000e-02, eta: 10:06:15, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9116, loss: 1.9116, grad_norm: 2.2020 2021-12-03 06:31:32,013 - mmaction - INFO - Epoch [11][2500/2689] lr: 6.000e-02, eta: 10:05:51, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7859, loss_cls: 1.8788, loss: 1.8788, grad_norm: 2.0835 2021-12-03 06:31:56,465 - mmaction - INFO - Epoch [11][2520/2689] lr: 6.000e-02, eta: 10:05:26, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 1.9418, loss: 1.9418, grad_norm: 2.1076 2021-12-03 06:32:20,827 - mmaction - INFO - Epoch [11][2540/2689] lr: 6.000e-02, eta: 10:05:02, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7875, loss_cls: 1.9250, loss: 1.9250, grad_norm: 2.0402 2021-12-03 06:32:45,243 - mmaction - INFO - Epoch [11][2560/2689] lr: 6.000e-02, eta: 10:04:37, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7703, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.1431 2021-12-03 06:33:09,573 - mmaction - INFO - Epoch [11][2580/2689] lr: 6.000e-02, eta: 10:04:13, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7781, loss_cls: 1.9169, loss: 1.9169, grad_norm: 2.1295 2021-12-03 06:33:34,017 - mmaction - INFO - Epoch [11][2600/2689] lr: 6.000e-02, eta: 10:03:48, time: 1.223, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7516, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.2640 2021-12-03 06:33:58,411 - mmaction - INFO - Epoch [11][2620/2689] lr: 6.000e-02, eta: 10:03:24, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7734, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.1869 2021-12-03 06:34:22,780 - mmaction - INFO - Epoch [11][2640/2689] lr: 6.000e-02, eta: 10:02:59, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.1428 2021-12-03 06:34:47,083 - mmaction - INFO - Epoch [11][2660/2689] lr: 6.000e-02, eta: 10:02:35, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7375, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.1234 2021-12-03 06:35:11,373 - mmaction - INFO - Epoch [11][2680/2689] lr: 6.000e-02, eta: 10:02:10, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7688, loss_cls: 1.9973, loss: 1.9973, grad_norm: 2.1237 2021-12-03 06:35:22,350 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-12-03 06:36:18,714 - mmaction - INFO - Epoch [12][20/2689] lr: 6.000e-02, eta: 10:01:51, time: 2.560, data_time: 1.361, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7812, loss_cls: 1.8653, loss: 1.8653, grad_norm: 2.0779 2021-12-03 06:36:42,849 - mmaction - INFO - Epoch [12][40/2689] lr: 6.000e-02, eta: 10:01:26, time: 1.207, data_time: 0.002, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9176, loss: 1.9176, grad_norm: 2.1145 2021-12-03 06:37:07,031 - mmaction - INFO - Epoch [12][60/2689] lr: 6.000e-02, eta: 10:01:01, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7953, loss_cls: 1.8882, loss: 1.8882, grad_norm: 2.1043 2021-12-03 06:37:31,229 - mmaction - INFO - Epoch [12][80/2689] lr: 6.000e-02, eta: 10:00:37, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7734, loss_cls: 1.9451, loss: 1.9451, grad_norm: 2.2127 2021-12-03 06:37:55,453 - mmaction - INFO - Epoch [12][100/2689] lr: 6.000e-02, eta: 10:00:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8031, loss_cls: 1.7515, loss: 1.7515, grad_norm: 2.0528 2021-12-03 06:38:19,735 - mmaction - INFO - Epoch [12][120/2689] lr: 6.000e-02, eta: 9:59:47, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7797, loss_cls: 1.9310, loss: 1.9310, grad_norm: 2.2624 2021-12-03 06:38:44,003 - mmaction - INFO - Epoch [12][140/2689] lr: 6.000e-02, eta: 9:59:23, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8047, loss_cls: 1.7457, loss: 1.7457, grad_norm: 2.0522 2021-12-03 06:39:08,271 - mmaction - INFO - Epoch [12][160/2689] lr: 6.000e-02, eta: 9:58:58, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7891, loss_cls: 1.8878, loss: 1.8878, grad_norm: 2.2129 2021-12-03 06:39:32,532 - mmaction - INFO - Epoch [12][180/2689] lr: 6.000e-02, eta: 9:58:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7969, loss_cls: 1.8085, loss: 1.8085, grad_norm: 2.2439 2021-12-03 06:39:56,822 - mmaction - INFO - Epoch [12][200/2689] lr: 6.000e-02, eta: 9:58:09, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8031, loss_cls: 1.8464, loss: 1.8464, grad_norm: 2.1215 2021-12-03 06:40:21,180 - mmaction - INFO - Epoch [12][220/2689] lr: 6.000e-02, eta: 9:57:44, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7547, loss_cls: 1.9963, loss: 1.9963, grad_norm: 2.1985 2021-12-03 06:40:45,490 - mmaction - INFO - Epoch [12][240/2689] lr: 6.000e-02, eta: 9:57:20, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7859, loss_cls: 1.8302, loss: 1.8302, grad_norm: 2.1450 2021-12-03 06:41:09,880 - mmaction - INFO - Epoch [12][260/2689] lr: 6.000e-02, eta: 9:56:55, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.8000, loss_cls: 1.8887, loss: 1.8887, grad_norm: 2.2127 2021-12-03 06:41:34,151 - mmaction - INFO - Epoch [12][280/2689] lr: 6.000e-02, eta: 9:56:31, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8000, loss_cls: 1.7781, loss: 1.7781, grad_norm: 2.0942 2021-12-03 06:41:58,419 - mmaction - INFO - Epoch [12][300/2689] lr: 6.000e-02, eta: 9:56:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7875, loss_cls: 1.9143, loss: 1.9143, grad_norm: 2.2137 2021-12-03 06:42:22,820 - mmaction - INFO - Epoch [12][320/2689] lr: 6.000e-02, eta: 9:55:42, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 1.9675, loss: 1.9675, grad_norm: 2.3659 2021-12-03 06:42:47,140 - mmaction - INFO - Epoch [12][340/2689] lr: 6.000e-02, eta: 9:55:17, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 1.9884, loss: 1.9884, grad_norm: 2.0432 2021-12-03 06:43:11,433 - mmaction - INFO - Epoch [12][360/2689] lr: 6.000e-02, eta: 9:54:53, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7672, loss_cls: 2.0332, loss: 2.0332, grad_norm: 2.1314 2021-12-03 06:43:35,696 - mmaction - INFO - Epoch [12][380/2689] lr: 6.000e-02, eta: 9:54:28, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7828, loss_cls: 1.8703, loss: 1.8703, grad_norm: 2.1397 2021-12-03 06:43:59,954 - mmaction - INFO - Epoch [12][400/2689] lr: 6.000e-02, eta: 9:54:03, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7891, loss_cls: 1.9198, loss: 1.9198, grad_norm: 2.2600 2021-12-03 06:44:24,211 - mmaction - INFO - Epoch [12][420/2689] lr: 6.000e-02, eta: 9:53:39, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9781, loss: 1.9781, grad_norm: 2.2154 2021-12-03 06:44:48,504 - mmaction - INFO - Epoch [12][440/2689] lr: 6.000e-02, eta: 9:53:14, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7828, loss_cls: 1.9478, loss: 1.9478, grad_norm: 2.2576 2021-12-03 06:45:12,780 - mmaction - INFO - Epoch [12][460/2689] lr: 6.000e-02, eta: 9:52:50, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8047, loss_cls: 1.7790, loss: 1.7790, grad_norm: 2.0477 2021-12-03 06:45:37,009 - mmaction - INFO - Epoch [12][480/2689] lr: 6.000e-02, eta: 9:52:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7906, loss_cls: 1.9768, loss: 1.9768, grad_norm: 2.3008 2021-12-03 06:46:01,261 - mmaction - INFO - Epoch [12][500/2689] lr: 6.000e-02, eta: 9:52:01, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7547, loss_cls: 2.0401, loss: 2.0401, grad_norm: 2.1491 2021-12-03 06:46:25,536 - mmaction - INFO - Epoch [12][520/2689] lr: 6.000e-02, eta: 9:51:36, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 1.9839, loss: 1.9839, grad_norm: 2.1220 2021-12-03 06:46:49,796 - mmaction - INFO - Epoch [12][540/2689] lr: 6.000e-02, eta: 9:51:11, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7844, loss_cls: 1.9786, loss: 1.9786, grad_norm: 2.2306 2021-12-03 06:47:14,067 - mmaction - INFO - Epoch [12][560/2689] lr: 6.000e-02, eta: 9:50:47, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.2364 2021-12-03 06:47:38,332 - mmaction - INFO - Epoch [12][580/2689] lr: 6.000e-02, eta: 9:50:22, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7797, loss_cls: 1.8721, loss: 1.8721, grad_norm: 2.0958 2021-12-03 06:48:02,597 - mmaction - INFO - Epoch [12][600/2689] lr: 6.000e-02, eta: 9:49:58, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.8109, loss_cls: 1.7868, loss: 1.7868, grad_norm: 2.0960 2021-12-03 06:48:26,868 - mmaction - INFO - Epoch [12][620/2689] lr: 6.000e-02, eta: 9:49:33, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7547, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.1389 2021-12-03 06:48:51,177 - mmaction - INFO - Epoch [12][640/2689] lr: 6.000e-02, eta: 9:49:08, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7688, loss_cls: 1.9981, loss: 1.9981, grad_norm: 2.0593 2021-12-03 06:49:15,448 - mmaction - INFO - Epoch [12][660/2689] lr: 6.000e-02, eta: 9:48:44, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7672, loss_cls: 1.9207, loss: 1.9207, grad_norm: 2.1310 2021-12-03 06:49:39,724 - mmaction - INFO - Epoch [12][680/2689] lr: 6.000e-02, eta: 9:48:19, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7828, loss_cls: 1.9433, loss: 1.9433, grad_norm: 2.1283 2021-12-03 06:50:04,007 - mmaction - INFO - Epoch [12][700/2689] lr: 6.000e-02, eta: 9:47:55, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.8455, loss: 1.8455, grad_norm: 2.1682 2021-12-03 06:50:28,389 - mmaction - INFO - Epoch [12][720/2689] lr: 6.000e-02, eta: 9:47:30, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7750, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.3221 2021-12-03 06:50:52,722 - mmaction - INFO - Epoch [12][740/2689] lr: 6.000e-02, eta: 9:47:06, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7937, loss_cls: 1.9592, loss: 1.9592, grad_norm: 2.2085 2021-12-03 06:51:17,131 - mmaction - INFO - Epoch [12][760/2689] lr: 6.000e-02, eta: 9:46:41, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9225, loss: 1.9225, grad_norm: 2.1222 2021-12-03 06:51:41,646 - mmaction - INFO - Epoch [12][780/2689] lr: 6.000e-02, eta: 9:46:17, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 1.9581, loss: 1.9581, grad_norm: 2.1942 2021-12-03 06:52:06,007 - mmaction - INFO - Epoch [12][800/2689] lr: 6.000e-02, eta: 9:45:52, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7594, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.2967 2021-12-03 06:52:30,272 - mmaction - INFO - Epoch [12][820/2689] lr: 6.000e-02, eta: 9:45:28, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7797, loss_cls: 1.8951, loss: 1.8951, grad_norm: 2.1765 2021-12-03 06:52:54,626 - mmaction - INFO - Epoch [12][840/2689] lr: 6.000e-02, eta: 9:45:03, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7922, loss_cls: 1.8105, loss: 1.8105, grad_norm: 2.1667 2021-12-03 06:53:18,933 - mmaction - INFO - Epoch [12][860/2689] lr: 6.000e-02, eta: 9:44:39, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.1597 2021-12-03 06:53:43,375 - mmaction - INFO - Epoch [12][880/2689] lr: 6.000e-02, eta: 9:44:14, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7781, loss_cls: 1.9475, loss: 1.9475, grad_norm: 2.1145 2021-12-03 06:54:07,803 - mmaction - INFO - Epoch [12][900/2689] lr: 6.000e-02, eta: 9:43:50, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 1.9494, loss: 1.9494, grad_norm: 2.0652 2021-12-03 06:54:32,197 - mmaction - INFO - Epoch [12][920/2689] lr: 6.000e-02, eta: 9:43:25, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7719, loss_cls: 1.9602, loss: 1.9602, grad_norm: 2.0862 2021-12-03 06:54:56,554 - mmaction - INFO - Epoch [12][940/2689] lr: 6.000e-02, eta: 9:43:01, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7766, loss_cls: 1.9944, loss: 1.9944, grad_norm: 2.2209 2021-12-03 06:55:20,944 - mmaction - INFO - Epoch [12][960/2689] lr: 6.000e-02, eta: 9:42:37, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.8461, loss: 1.8461, grad_norm: 2.1900 2021-12-03 06:55:45,402 - mmaction - INFO - Epoch [12][980/2689] lr: 6.000e-02, eta: 9:42:12, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7781, loss_cls: 1.9804, loss: 1.9804, grad_norm: 2.1669 2021-12-03 06:56:09,856 - mmaction - INFO - Epoch [12][1000/2689] lr: 6.000e-02, eta: 9:41:48, time: 1.223, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7969, loss_cls: 1.8198, loss: 1.8198, grad_norm: 2.1271 2021-12-03 06:56:34,472 - mmaction - INFO - Epoch [12][1020/2689] lr: 6.000e-02, eta: 9:41:23, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7781, loss_cls: 1.9308, loss: 1.9308, grad_norm: 2.2372 2021-12-03 06:56:58,892 - mmaction - INFO - Epoch [12][1040/2689] lr: 6.000e-02, eta: 9:40:59, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 1.9679, loss: 1.9679, grad_norm: 2.1293 2021-12-03 06:57:23,581 - mmaction - INFO - Epoch [12][1060/2689] lr: 6.000e-02, eta: 9:40:35, time: 1.235, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.0535, loss: 2.0535, grad_norm: 2.0915 2021-12-03 06:57:48,206 - mmaction - INFO - Epoch [12][1080/2689] lr: 6.000e-02, eta: 9:40:11, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.5375, top5_acc: 0.8016, loss_cls: 1.8050, loss: 1.8050, grad_norm: 2.0829 2021-12-03 06:58:12,747 - mmaction - INFO - Epoch [12][1100/2689] lr: 6.000e-02, eta: 9:39:46, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7922, loss_cls: 1.8430, loss: 1.8430, grad_norm: 2.1559 2021-12-03 06:58:37,327 - mmaction - INFO - Epoch [12][1120/2689] lr: 6.000e-02, eta: 9:39:22, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7453, loss_cls: 2.0327, loss: 2.0327, grad_norm: 2.1880 2021-12-03 06:59:02,094 - mmaction - INFO - Epoch [12][1140/2689] lr: 6.000e-02, eta: 9:38:58, time: 1.238, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7562, loss_cls: 1.9796, loss: 1.9796, grad_norm: 2.0958 2021-12-03 06:59:26,674 - mmaction - INFO - Epoch [12][1160/2689] lr: 6.000e-02, eta: 9:38:34, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7734, loss_cls: 1.9509, loss: 1.9509, grad_norm: 2.2751 2021-12-03 06:59:51,252 - mmaction - INFO - Epoch [12][1180/2689] lr: 6.000e-02, eta: 9:38:09, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7719, loss_cls: 1.9412, loss: 1.9412, grad_norm: 2.2819 2021-12-03 07:00:15,568 - mmaction - INFO - Epoch [12][1200/2689] lr: 6.000e-02, eta: 9:37:45, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7547, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.2424 2021-12-03 07:00:39,856 - mmaction - INFO - Epoch [12][1220/2689] lr: 6.000e-02, eta: 9:37:20, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.8109, loss_cls: 1.7746, loss: 1.7746, grad_norm: 2.1552 2021-12-03 07:01:04,109 - mmaction - INFO - Epoch [12][1240/2689] lr: 6.000e-02, eta: 9:36:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9363, loss: 1.9363, grad_norm: 2.2859 2021-12-03 07:01:28,390 - mmaction - INFO - Epoch [12][1260/2689] lr: 6.000e-02, eta: 9:36:31, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7641, loss_cls: 1.9768, loss: 1.9768, grad_norm: 2.2285 2021-12-03 07:01:52,678 - mmaction - INFO - Epoch [12][1280/2689] lr: 6.000e-02, eta: 9:36:06, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.8078, loss_cls: 1.8872, loss: 1.8872, grad_norm: 2.1673 2021-12-03 07:02:16,917 - mmaction - INFO - Epoch [12][1300/2689] lr: 6.000e-02, eta: 9:35:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 1.8947, loss: 1.8947, grad_norm: 2.2332 2021-12-03 07:02:41,188 - mmaction - INFO - Epoch [12][1320/2689] lr: 6.000e-02, eta: 9:35:17, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 1.9550, loss: 1.9550, grad_norm: 2.1663 2021-12-03 07:03:05,457 - mmaction - INFO - Epoch [12][1340/2689] lr: 6.000e-02, eta: 9:34:53, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8545, loss: 1.8545, grad_norm: 2.1183 2021-12-03 07:03:29,730 - mmaction - INFO - Epoch [12][1360/2689] lr: 6.000e-02, eta: 9:34:28, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7922, loss_cls: 1.9035, loss: 1.9035, grad_norm: 2.1751 2021-12-03 07:03:54,010 - mmaction - INFO - Epoch [12][1380/2689] lr: 6.000e-02, eta: 9:34:04, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7969, loss_cls: 1.8298, loss: 1.8298, grad_norm: 2.1171 2021-12-03 07:04:18,278 - mmaction - INFO - Epoch [12][1400/2689] lr: 6.000e-02, eta: 9:33:39, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7859, loss_cls: 1.9812, loss: 1.9812, grad_norm: 2.2079 2021-12-03 07:04:42,554 - mmaction - INFO - Epoch [12][1420/2689] lr: 6.000e-02, eta: 9:33:14, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.8808, loss: 1.8808, grad_norm: 2.1775 2021-12-03 07:05:06,809 - mmaction - INFO - Epoch [12][1440/2689] lr: 6.000e-02, eta: 9:32:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7766, loss_cls: 1.9082, loss: 1.9082, grad_norm: 2.1308 2021-12-03 07:05:31,075 - mmaction - INFO - Epoch [12][1460/2689] lr: 6.000e-02, eta: 9:32:25, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7578, loss_cls: 2.0696, loss: 2.0696, grad_norm: 2.0699 2021-12-03 07:05:55,320 - mmaction - INFO - Epoch [12][1480/2689] lr: 6.000e-02, eta: 9:32:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8621, loss: 1.8621, grad_norm: 2.1440 2021-12-03 07:06:19,561 - mmaction - INFO - Epoch [12][1500/2689] lr: 6.000e-02, eta: 9:31:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.0098, loss: 2.0098, grad_norm: 2.2661 2021-12-03 07:06:43,824 - mmaction - INFO - Epoch [12][1520/2689] lr: 6.000e-02, eta: 9:31:11, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7688, loss_cls: 2.0054, loss: 2.0054, grad_norm: 2.1106 2021-12-03 07:07:08,103 - mmaction - INFO - Epoch [12][1540/2689] lr: 6.000e-02, eta: 9:30:47, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5734, top5_acc: 0.8203, loss_cls: 1.7615, loss: 1.7615, grad_norm: 2.1112 2021-12-03 07:07:32,348 - mmaction - INFO - Epoch [12][1560/2689] lr: 6.000e-02, eta: 9:30:22, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.8283, loss: 1.8283, grad_norm: 2.2262 2021-12-03 07:07:56,598 - mmaction - INFO - Epoch [12][1580/2689] lr: 6.000e-02, eta: 9:29:58, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8016, loss_cls: 1.8431, loss: 1.8431, grad_norm: 2.2180 2021-12-03 07:08:21,004 - mmaction - INFO - Epoch [12][1600/2689] lr: 6.000e-02, eta: 9:29:33, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 1.9946, loss: 1.9946, grad_norm: 2.2204 2021-12-03 07:08:45,270 - mmaction - INFO - Epoch [12][1620/2689] lr: 6.000e-02, eta: 9:29:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 1.9822, loss: 1.9822, grad_norm: 2.1112 2021-12-03 07:09:09,533 - mmaction - INFO - Epoch [12][1640/2689] lr: 6.000e-02, eta: 9:28:44, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7922, loss_cls: 1.8778, loss: 1.8778, grad_norm: 2.2171 2021-12-03 07:09:33,801 - mmaction - INFO - Epoch [12][1660/2689] lr: 6.000e-02, eta: 9:28:20, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 1.9981, loss: 1.9981, grad_norm: 2.2268 2021-12-03 07:09:58,080 - mmaction - INFO - Epoch [12][1680/2689] lr: 6.000e-02, eta: 9:27:55, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8031, loss_cls: 1.7860, loss: 1.7860, grad_norm: 2.1258 2021-12-03 07:10:22,334 - mmaction - INFO - Epoch [12][1700/2689] lr: 6.000e-02, eta: 9:27:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7641, loss_cls: 2.0273, loss: 2.0273, grad_norm: 2.2373 2021-12-03 07:10:46,745 - mmaction - INFO - Epoch [12][1720/2689] lr: 6.000e-02, eta: 9:27:06, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7859, loss_cls: 1.9419, loss: 1.9419, grad_norm: 2.2106 2021-12-03 07:11:11,027 - mmaction - INFO - Epoch [12][1740/2689] lr: 6.000e-02, eta: 9:26:41, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9616, loss: 1.9616, grad_norm: 2.1130 2021-12-03 07:11:35,368 - mmaction - INFO - Epoch [12][1760/2689] lr: 6.000e-02, eta: 9:26:17, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8321, loss: 1.8321, grad_norm: 2.0948 2021-12-03 07:11:59,736 - mmaction - INFO - Epoch [12][1780/2689] lr: 6.000e-02, eta: 9:25:52, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.8047, loss_cls: 1.8611, loss: 1.8611, grad_norm: 2.2027 2021-12-03 07:12:24,226 - mmaction - INFO - Epoch [12][1800/2689] lr: 6.000e-02, eta: 9:25:28, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7734, loss_cls: 1.9997, loss: 1.9997, grad_norm: 2.1381 2021-12-03 07:12:48,774 - mmaction - INFO - Epoch [12][1820/2689] lr: 6.000e-02, eta: 9:25:04, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7734, loss_cls: 1.9417, loss: 1.9417, grad_norm: 2.1732 2021-12-03 07:13:13,210 - mmaction - INFO - Epoch [12][1840/2689] lr: 6.000e-02, eta: 9:24:39, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7750, loss_cls: 1.9160, loss: 1.9160, grad_norm: 2.1725 2021-12-03 07:13:37,918 - mmaction - INFO - Epoch [12][1860/2689] lr: 6.000e-02, eta: 9:24:15, time: 1.235, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 1.8821, loss: 1.8821, grad_norm: 2.1535 2021-12-03 07:14:02,426 - mmaction - INFO - Epoch [12][1880/2689] lr: 6.000e-02, eta: 9:23:51, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7828, loss_cls: 1.9984, loss: 1.9984, grad_norm: 2.1793 2021-12-03 07:14:26,974 - mmaction - INFO - Epoch [12][1900/2689] lr: 6.000e-02, eta: 9:23:26, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.8000, loss_cls: 1.8697, loss: 1.8697, grad_norm: 2.0511 2021-12-03 07:14:51,581 - mmaction - INFO - Epoch [12][1920/2689] lr: 6.000e-02, eta: 9:23:02, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.8415, loss: 1.8415, grad_norm: 2.1386 2021-12-03 07:15:16,247 - mmaction - INFO - Epoch [12][1940/2689] lr: 6.000e-02, eta: 9:22:38, time: 1.233, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7891, loss_cls: 1.8237, loss: 1.8237, grad_norm: 2.1357 2021-12-03 07:15:40,728 - mmaction - INFO - Epoch [12][1960/2689] lr: 6.000e-02, eta: 9:22:14, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.0544, loss: 2.0544, grad_norm: 2.2491 2021-12-03 07:16:05,247 - mmaction - INFO - Epoch [12][1980/2689] lr: 6.000e-02, eta: 9:21:49, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9993, loss: 1.9993, grad_norm: 2.2433 2021-12-03 07:16:29,801 - mmaction - INFO - Epoch [12][2000/2689] lr: 6.000e-02, eta: 9:21:25, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9196, loss: 1.9196, grad_norm: 2.1877 2021-12-03 07:16:54,248 - mmaction - INFO - Epoch [12][2020/2689] lr: 6.000e-02, eta: 9:21:01, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9300, loss: 1.9300, grad_norm: 1.9885 2021-12-03 07:17:18,661 - mmaction - INFO - Epoch [12][2040/2689] lr: 6.000e-02, eta: 9:20:36, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7984, loss_cls: 1.7664, loss: 1.7664, grad_norm: 2.1438 2021-12-03 07:17:43,098 - mmaction - INFO - Epoch [12][2060/2689] lr: 6.000e-02, eta: 9:20:12, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.2936 2021-12-03 07:18:07,554 - mmaction - INFO - Epoch [12][2080/2689] lr: 6.000e-02, eta: 9:19:47, time: 1.223, data_time: 0.001, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.8240, loss: 1.8240, grad_norm: 2.1364 2021-12-03 07:18:31,836 - mmaction - INFO - Epoch [12][2100/2689] lr: 6.000e-02, eta: 9:19:23, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.8016, loss_cls: 1.8507, loss: 1.8507, grad_norm: 2.2648 2021-12-03 07:18:56,214 - mmaction - INFO - Epoch [12][2120/2689] lr: 6.000e-02, eta: 9:18:58, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.5422, top5_acc: 0.8016, loss_cls: 1.7834, loss: 1.7834, grad_norm: 2.3220 2021-12-03 07:19:20,514 - mmaction - INFO - Epoch [12][2140/2689] lr: 6.000e-02, eta: 9:18:34, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7844, loss_cls: 1.9226, loss: 1.9226, grad_norm: 2.1910 2021-12-03 07:19:44,779 - mmaction - INFO - Epoch [12][2160/2689] lr: 6.000e-02, eta: 9:18:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7547, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.2324 2021-12-03 07:20:09,043 - mmaction - INFO - Epoch [12][2180/2689] lr: 6.000e-02, eta: 9:17:45, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.1054 2021-12-03 07:20:33,295 - mmaction - INFO - Epoch [12][2200/2689] lr: 6.000e-02, eta: 9:17:20, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7953, loss_cls: 1.9541, loss: 1.9541, grad_norm: 2.2622 2021-12-03 07:20:57,549 - mmaction - INFO - Epoch [12][2220/2689] lr: 6.000e-02, eta: 9:16:55, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 1.9751, loss: 1.9751, grad_norm: 2.1367 2021-12-03 07:21:21,843 - mmaction - INFO - Epoch [12][2240/2689] lr: 6.000e-02, eta: 9:16:31, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7703, loss_cls: 1.9952, loss: 1.9952, grad_norm: 2.2308 2021-12-03 07:21:46,105 - mmaction - INFO - Epoch [12][2260/2689] lr: 6.000e-02, eta: 9:16:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 1.9169, loss: 1.9169, grad_norm: 2.2060 2021-12-03 07:22:10,377 - mmaction - INFO - Epoch [12][2280/2689] lr: 6.000e-02, eta: 9:15:42, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7906, loss_cls: 1.8911, loss: 1.8911, grad_norm: 2.1494 2021-12-03 07:22:34,629 - mmaction - INFO - Epoch [12][2300/2689] lr: 6.000e-02, eta: 9:15:17, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7859, loss_cls: 1.8968, loss: 1.8968, grad_norm: 2.1911 2021-12-03 07:22:58,884 - mmaction - INFO - Epoch [12][2320/2689] lr: 6.000e-02, eta: 9:14:53, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.8047, loss_cls: 1.8115, loss: 1.8115, grad_norm: 2.0896 2021-12-03 07:23:23,126 - mmaction - INFO - Epoch [12][2340/2689] lr: 6.000e-02, eta: 9:14:28, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7703, loss_cls: 1.9719, loss: 1.9719, grad_norm: 2.1103 2021-12-03 07:23:47,363 - mmaction - INFO - Epoch [12][2360/2689] lr: 6.000e-02, eta: 9:14:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.8047, loss_cls: 1.9050, loss: 1.9050, grad_norm: 2.1324 2021-12-03 07:24:11,650 - mmaction - INFO - Epoch [12][2380/2689] lr: 6.000e-02, eta: 9:13:39, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 1.9806, loss: 1.9806, grad_norm: 2.2356 2021-12-03 07:24:35,884 - mmaction - INFO - Epoch [12][2400/2689] lr: 6.000e-02, eta: 9:13:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7984, loss_cls: 1.9048, loss: 1.9048, grad_norm: 2.1514 2021-12-03 07:25:00,130 - mmaction - INFO - Epoch [12][2420/2689] lr: 6.000e-02, eta: 9:12:50, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7609, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.1869 2021-12-03 07:25:24,366 - mmaction - INFO - Epoch [12][2440/2689] lr: 6.000e-02, eta: 9:12:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7828, loss_cls: 1.9571, loss: 1.9571, grad_norm: 2.1071 2021-12-03 07:25:48,611 - mmaction - INFO - Epoch [12][2460/2689] lr: 6.000e-02, eta: 9:12:00, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.8055, loss: 1.8055, grad_norm: 2.1930 2021-12-03 07:26:12,847 - mmaction - INFO - Epoch [12][2480/2689] lr: 6.000e-02, eta: 9:11:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7953, loss_cls: 1.8685, loss: 1.8685, grad_norm: 2.1467 2021-12-03 07:26:37,134 - mmaction - INFO - Epoch [12][2500/2689] lr: 6.000e-02, eta: 9:11:11, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7891, loss_cls: 1.9672, loss: 1.9672, grad_norm: 2.2018 2021-12-03 07:27:01,419 - mmaction - INFO - Epoch [12][2520/2689] lr: 6.000e-02, eta: 9:10:47, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7922, loss_cls: 1.8392, loss: 1.8392, grad_norm: 2.0950 2021-12-03 07:27:25,769 - mmaction - INFO - Epoch [12][2540/2689] lr: 6.000e-02, eta: 9:10:22, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7828, loss_cls: 1.8399, loss: 1.8399, grad_norm: 2.1494 2021-12-03 07:27:50,230 - mmaction - INFO - Epoch [12][2560/2689] lr: 6.000e-02, eta: 9:09:58, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.1458 2021-12-03 07:28:14,562 - mmaction - INFO - Epoch [12][2580/2689] lr: 6.000e-02, eta: 9:09:33, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7844, loss_cls: 1.9825, loss: 1.9825, grad_norm: 2.1984 2021-12-03 07:28:38,965 - mmaction - INFO - Epoch [12][2600/2689] lr: 6.000e-02, eta: 9:09:09, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7797, loss_cls: 1.9012, loss: 1.9012, grad_norm: 2.1777 2021-12-03 07:29:03,547 - mmaction - INFO - Epoch [12][2620/2689] lr: 6.000e-02, eta: 9:08:45, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7672, loss_cls: 1.9735, loss: 1.9735, grad_norm: 2.1155 2021-12-03 07:29:28,199 - mmaction - INFO - Epoch [12][2640/2689] lr: 6.000e-02, eta: 9:08:20, time: 1.233, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7766, loss_cls: 1.9161, loss: 1.9161, grad_norm: 2.1403 2021-12-03 07:29:52,538 - mmaction - INFO - Epoch [12][2660/2689] lr: 6.000e-02, eta: 9:07:56, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7625, loss_cls: 1.9966, loss: 1.9966, grad_norm: 2.0788 2021-12-03 07:30:17,150 - mmaction - INFO - Epoch [12][2680/2689] lr: 6.000e-02, eta: 9:07:32, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.8000, loss_cls: 1.8053, loss: 1.8053, grad_norm: 2.0727 2021-12-03 07:30:28,222 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-12-03 07:31:22,534 - mmaction - INFO - Epoch [13][20/2689] lr: 6.000e-02, eta: 9:07:09, time: 2.542, data_time: 1.338, memory: 9293, top1_acc: 0.5656, top5_acc: 0.8219, loss_cls: 1.7233, loss: 1.7233, grad_norm: 2.0454 2021-12-03 07:31:46,735 - mmaction - INFO - Epoch [13][40/2689] lr: 6.000e-02, eta: 9:06:44, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7734, loss_cls: 1.9239, loss: 1.9239, grad_norm: 2.1533 2021-12-03 07:32:11,011 - mmaction - INFO - Epoch [13][60/2689] lr: 6.000e-02, eta: 9:06:20, time: 1.214, data_time: 0.002, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8204, loss: 1.8204, grad_norm: 2.2621 2021-12-03 07:32:35,307 - mmaction - INFO - Epoch [13][80/2689] lr: 6.000e-02, eta: 9:05:55, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9141, loss: 1.9141, grad_norm: 2.1122 2021-12-03 07:32:59,858 - mmaction - INFO - Epoch [13][100/2689] lr: 6.000e-02, eta: 9:05:31, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.8031, loss_cls: 1.8574, loss: 1.8574, grad_norm: 2.1361 2021-12-03 07:33:24,284 - mmaction - INFO - Epoch [13][120/2689] lr: 6.000e-02, eta: 9:05:07, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.5672, top5_acc: 0.8094, loss_cls: 1.7441, loss: 1.7441, grad_norm: 2.0572 2021-12-03 07:33:48,814 - mmaction - INFO - Epoch [13][140/2689] lr: 6.000e-02, eta: 9:04:42, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.8016, loss_cls: 1.8733, loss: 1.8733, grad_norm: 2.1987 2021-12-03 07:34:13,207 - mmaction - INFO - Epoch [13][160/2689] lr: 6.000e-02, eta: 9:04:18, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8054, loss: 1.8054, grad_norm: 2.1491 2021-12-03 07:34:37,561 - mmaction - INFO - Epoch [13][180/2689] lr: 6.000e-02, eta: 9:03:53, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7953, loss_cls: 1.8258, loss: 1.8258, grad_norm: 2.2364 2021-12-03 07:35:01,913 - mmaction - INFO - Epoch [13][200/2689] lr: 6.000e-02, eta: 9:03:29, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.5422, top5_acc: 0.8172, loss_cls: 1.7650, loss: 1.7650, grad_norm: 2.1905 2021-12-03 07:35:26,204 - mmaction - INFO - Epoch [13][220/2689] lr: 6.000e-02, eta: 9:03:04, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7984, loss_cls: 1.7915, loss: 1.7915, grad_norm: 2.1480 2021-12-03 07:35:50,494 - mmaction - INFO - Epoch [13][240/2689] lr: 6.000e-02, eta: 9:02:40, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7734, loss_cls: 1.9152, loss: 1.9152, grad_norm: 2.1965 2021-12-03 07:36:14,790 - mmaction - INFO - Epoch [13][260/2689] lr: 6.000e-02, eta: 9:02:15, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7953, loss_cls: 1.7678, loss: 1.7678, grad_norm: 2.1373 2021-12-03 07:36:39,069 - mmaction - INFO - Epoch [13][280/2689] lr: 6.000e-02, eta: 9:01:51, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7750, loss_cls: 1.8841, loss: 1.8841, grad_norm: 2.1783 2021-12-03 07:37:03,357 - mmaction - INFO - Epoch [13][300/2689] lr: 6.000e-02, eta: 9:01:26, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7781, loss_cls: 1.9585, loss: 1.9585, grad_norm: 2.2032 2021-12-03 07:37:27,638 - mmaction - INFO - Epoch [13][320/2689] lr: 6.000e-02, eta: 9:01:01, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5594, top5_acc: 0.8016, loss_cls: 1.7953, loss: 1.7953, grad_norm: 2.1861 2021-12-03 07:37:51,912 - mmaction - INFO - Epoch [13][340/2689] lr: 6.000e-02, eta: 9:00:37, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7969, loss_cls: 1.8809, loss: 1.8809, grad_norm: 2.2454 2021-12-03 07:38:16,183 - mmaction - INFO - Epoch [13][360/2689] lr: 6.000e-02, eta: 9:00:12, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7937, loss_cls: 1.8231, loss: 1.8231, grad_norm: 2.1598 2021-12-03 07:38:40,465 - mmaction - INFO - Epoch [13][380/2689] lr: 6.000e-02, eta: 8:59:48, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.8000, loss_cls: 1.8628, loss: 1.8628, grad_norm: 2.2915 2021-12-03 07:39:04,731 - mmaction - INFO - Epoch [13][400/2689] lr: 6.000e-02, eta: 8:59:23, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7875, loss_cls: 1.8459, loss: 1.8459, grad_norm: 2.1646 2021-12-03 07:39:29,018 - mmaction - INFO - Epoch [13][420/2689] lr: 6.000e-02, eta: 8:58:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.8031, loss_cls: 1.8370, loss: 1.8370, grad_norm: 2.1808 2021-12-03 07:39:53,306 - mmaction - INFO - Epoch [13][440/2689] lr: 6.000e-02, eta: 8:58:34, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7656, loss_cls: 1.9564, loss: 1.9564, grad_norm: 2.1961 2021-12-03 07:40:17,543 - mmaction - INFO - Epoch [13][460/2689] lr: 6.000e-02, eta: 8:58:09, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7969, loss_cls: 1.8773, loss: 1.8773, grad_norm: 2.1744 2021-12-03 07:40:41,829 - mmaction - INFO - Epoch [13][480/2689] lr: 6.000e-02, eta: 8:57:45, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7578, loss_cls: 2.0414, loss: 2.0414, grad_norm: 2.2402 2021-12-03 07:41:06,089 - mmaction - INFO - Epoch [13][500/2689] lr: 6.000e-02, eta: 8:57:20, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5609, top5_acc: 0.8109, loss_cls: 1.7588, loss: 1.7588, grad_norm: 2.0911 2021-12-03 07:41:30,356 - mmaction - INFO - Epoch [13][520/2689] lr: 6.000e-02, eta: 8:56:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7922, loss_cls: 1.8166, loss: 1.8166, grad_norm: 2.2415 2021-12-03 07:41:54,610 - mmaction - INFO - Epoch [13][540/2689] lr: 6.000e-02, eta: 8:56:31, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7625, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.2369 2021-12-03 07:42:18,904 - mmaction - INFO - Epoch [13][560/2689] lr: 6.000e-02, eta: 8:56:07, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5516, top5_acc: 0.8156, loss_cls: 1.7897, loss: 1.7897, grad_norm: 2.1008 2021-12-03 07:42:43,199 - mmaction - INFO - Epoch [13][580/2689] lr: 6.000e-02, eta: 8:55:42, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8016, loss_cls: 1.8013, loss: 1.8013, grad_norm: 2.2150 2021-12-03 07:43:07,565 - mmaction - INFO - Epoch [13][600/2689] lr: 6.000e-02, eta: 8:55:18, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7734, loss_cls: 1.9538, loss: 1.9538, grad_norm: 2.2991 2021-12-03 07:43:31,875 - mmaction - INFO - Epoch [13][620/2689] lr: 6.000e-02, eta: 8:54:53, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 1.8271, loss: 1.8271, grad_norm: 2.2338 2021-12-03 07:43:56,348 - mmaction - INFO - Epoch [13][640/2689] lr: 6.000e-02, eta: 8:54:29, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7953, loss_cls: 1.7995, loss: 1.7995, grad_norm: 2.1567 2021-12-03 07:44:20,881 - mmaction - INFO - Epoch [13][660/2689] lr: 6.000e-02, eta: 8:54:04, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7953, loss_cls: 1.8106, loss: 1.8106, grad_norm: 2.1973 2021-12-03 07:44:45,465 - mmaction - INFO - Epoch [13][680/2689] lr: 6.000e-02, eta: 8:53:40, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9770, loss: 1.9770, grad_norm: 2.2390 2021-12-03 07:45:10,001 - mmaction - INFO - Epoch [13][700/2689] lr: 6.000e-02, eta: 8:53:16, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8016, loss_cls: 1.8562, loss: 1.8562, grad_norm: 2.1410 2021-12-03 07:45:34,675 - mmaction - INFO - Epoch [13][720/2689] lr: 6.000e-02, eta: 8:52:51, time: 1.234, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.8016, loss_cls: 1.8646, loss: 1.8646, grad_norm: 2.2951 2021-12-03 07:45:59,282 - mmaction - INFO - Epoch [13][740/2689] lr: 6.000e-02, eta: 8:52:27, time: 1.231, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7688, loss_cls: 1.9115, loss: 1.9115, grad_norm: 2.1737 2021-12-03 07:46:23,818 - mmaction - INFO - Epoch [13][760/2689] lr: 6.000e-02, eta: 8:52:03, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7859, loss_cls: 1.8496, loss: 1.8496, grad_norm: 2.0907 2021-12-03 07:46:48,409 - mmaction - INFO - Epoch [13][780/2689] lr: 6.000e-02, eta: 8:51:38, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7734, loss_cls: 1.9297, loss: 1.9297, grad_norm: 2.2422 2021-12-03 07:47:12,977 - mmaction - INFO - Epoch [13][800/2689] lr: 6.000e-02, eta: 8:51:14, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.8569, loss: 1.8569, grad_norm: 2.2237 2021-12-03 07:47:37,758 - mmaction - INFO - Epoch [13][820/2689] lr: 6.000e-02, eta: 8:50:50, time: 1.239, data_time: 0.000, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8951, loss: 1.8951, grad_norm: 2.1837 2021-12-03 07:48:02,494 - mmaction - INFO - Epoch [13][840/2689] lr: 6.000e-02, eta: 8:50:26, time: 1.237, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.8047, loss_cls: 1.8639, loss: 1.8639, grad_norm: 2.1724 2021-12-03 07:48:27,091 - mmaction - INFO - Epoch [13][860/2689] lr: 6.000e-02, eta: 8:50:01, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7906, loss_cls: 1.8822, loss: 1.8822, grad_norm: 2.1529 2021-12-03 07:48:51,698 - mmaction - INFO - Epoch [13][880/2689] lr: 6.000e-02, eta: 8:49:37, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.8094, loss_cls: 1.8027, loss: 1.8027, grad_norm: 2.1932 2021-12-03 07:49:16,167 - mmaction - INFO - Epoch [13][900/2689] lr: 6.000e-02, eta: 8:49:13, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7641, loss_cls: 2.0115, loss: 2.0115, grad_norm: 2.2302 2021-12-03 07:49:40,646 - mmaction - INFO - Epoch [13][920/2689] lr: 6.000e-02, eta: 8:48:48, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7922, loss_cls: 1.9879, loss: 1.9879, grad_norm: 2.1887 2021-12-03 07:50:05,124 - mmaction - INFO - Epoch [13][940/2689] lr: 6.000e-02, eta: 8:48:24, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7750, loss_cls: 1.9388, loss: 1.9388, grad_norm: 2.1377 2021-12-03 07:50:29,423 - mmaction - INFO - Epoch [13][960/2689] lr: 6.000e-02, eta: 8:47:59, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7906, loss_cls: 1.8794, loss: 1.8794, grad_norm: 2.1006 2021-12-03 07:50:53,719 - mmaction - INFO - Epoch [13][980/2689] lr: 6.000e-02, eta: 8:47:35, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 1.9914, loss: 1.9914, grad_norm: 2.0879 2021-12-03 07:51:18,025 - mmaction - INFO - Epoch [13][1000/2689] lr: 6.000e-02, eta: 8:47:10, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7953, loss_cls: 1.8131, loss: 1.8131, grad_norm: 2.0472 2021-12-03 07:51:42,348 - mmaction - INFO - Epoch [13][1020/2689] lr: 6.000e-02, eta: 8:46:46, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8141, loss_cls: 1.7882, loss: 1.7882, grad_norm: 2.1142 2021-12-03 07:52:06,645 - mmaction - INFO - Epoch [13][1040/2689] lr: 6.000e-02, eta: 8:46:21, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.8147, loss: 1.8147, grad_norm: 2.1916 2021-12-03 07:52:30,917 - mmaction - INFO - Epoch [13][1060/2689] lr: 6.000e-02, eta: 8:45:57, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.8556, loss: 1.8556, grad_norm: 2.1905 2021-12-03 07:52:55,177 - mmaction - INFO - Epoch [13][1080/2689] lr: 6.000e-02, eta: 8:45:32, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8000, loss_cls: 1.8474, loss: 1.8474, grad_norm: 2.1023 2021-12-03 07:53:19,455 - mmaction - INFO - Epoch [13][1100/2689] lr: 6.000e-02, eta: 8:45:08, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7797, loss_cls: 1.9039, loss: 1.9039, grad_norm: 2.1462 2021-12-03 07:53:43,701 - mmaction - INFO - Epoch [13][1120/2689] lr: 6.000e-02, eta: 8:44:43, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7953, loss_cls: 1.8346, loss: 1.8346, grad_norm: 2.1475 2021-12-03 07:54:07,980 - mmaction - INFO - Epoch [13][1140/2689] lr: 6.000e-02, eta: 8:44:18, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 1.9486, loss: 1.9486, grad_norm: 2.1399 2021-12-03 07:54:32,222 - mmaction - INFO - Epoch [13][1160/2689] lr: 6.000e-02, eta: 8:43:54, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7766, loss_cls: 1.9379, loss: 1.9379, grad_norm: 2.0216 2021-12-03 07:54:56,477 - mmaction - INFO - Epoch [13][1180/2689] lr: 6.000e-02, eta: 8:43:29, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.0139, loss: 2.0139, grad_norm: 2.1308 2021-12-03 07:55:20,747 - mmaction - INFO - Epoch [13][1200/2689] lr: 6.000e-02, eta: 8:43:05, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7828, loss_cls: 1.8872, loss: 1.8872, grad_norm: 2.2214 2021-12-03 07:55:44,999 - mmaction - INFO - Epoch [13][1220/2689] lr: 6.000e-02, eta: 8:42:40, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.8031, loss_cls: 1.8823, loss: 1.8823, grad_norm: 2.2038 2021-12-03 07:56:09,237 - mmaction - INFO - Epoch [13][1240/2689] lr: 6.000e-02, eta: 8:42:16, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7953, loss_cls: 1.8915, loss: 1.8915, grad_norm: 2.0624 2021-12-03 07:56:33,479 - mmaction - INFO - Epoch [13][1260/2689] lr: 6.000e-02, eta: 8:41:51, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7828, loss_cls: 1.8348, loss: 1.8348, grad_norm: 2.1855 2021-12-03 07:56:57,722 - mmaction - INFO - Epoch [13][1280/2689] lr: 6.000e-02, eta: 8:41:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7828, loss_cls: 1.9297, loss: 1.9297, grad_norm: 2.1939 2021-12-03 07:57:21,997 - mmaction - INFO - Epoch [13][1300/2689] lr: 6.000e-02, eta: 8:41:02, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7922, loss_cls: 1.8683, loss: 1.8683, grad_norm: 2.1003 2021-12-03 07:57:46,248 - mmaction - INFO - Epoch [13][1320/2689] lr: 6.000e-02, eta: 8:40:37, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.8078, loss_cls: 1.8331, loss: 1.8331, grad_norm: 2.2375 2021-12-03 07:58:10,517 - mmaction - INFO - Epoch [13][1340/2689] lr: 6.000e-02, eta: 8:40:13, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.8068, loss: 1.8068, grad_norm: 2.1759 2021-12-03 07:58:34,753 - mmaction - INFO - Epoch [13][1360/2689] lr: 6.000e-02, eta: 8:39:48, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8203, loss_cls: 1.8157, loss: 1.8157, grad_norm: 2.1569 2021-12-03 07:58:58,984 - mmaction - INFO - Epoch [13][1380/2689] lr: 6.000e-02, eta: 8:39:24, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9204, loss: 1.9204, grad_norm: 2.0369 2021-12-03 07:59:23,225 - mmaction - INFO - Epoch [13][1400/2689] lr: 6.000e-02, eta: 8:38:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7859, loss_cls: 1.8472, loss: 1.8472, grad_norm: 2.0971 2021-12-03 07:59:47,460 - mmaction - INFO - Epoch [13][1420/2689] lr: 6.000e-02, eta: 8:38:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7781, loss_cls: 1.9648, loss: 1.9648, grad_norm: 2.1709 2021-12-03 08:00:11,706 - mmaction - INFO - Epoch [13][1440/2689] lr: 6.000e-02, eta: 8:38:10, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7734, loss_cls: 1.9934, loss: 1.9934, grad_norm: 2.2258 2021-12-03 08:00:35,946 - mmaction - INFO - Epoch [13][1460/2689] lr: 6.000e-02, eta: 8:37:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7750, loss_cls: 1.9209, loss: 1.9209, grad_norm: 2.1164 2021-12-03 08:01:00,208 - mmaction - INFO - Epoch [13][1480/2689] lr: 6.000e-02, eta: 8:37:21, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7984, loss_cls: 1.8601, loss: 1.8601, grad_norm: 2.1418 2021-12-03 08:01:24,446 - mmaction - INFO - Epoch [13][1500/2689] lr: 6.000e-02, eta: 8:36:56, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.8078, loss_cls: 1.7921, loss: 1.7921, grad_norm: 2.1863 2021-12-03 08:01:48,692 - mmaction - INFO - Epoch [13][1520/2689] lr: 6.000e-02, eta: 8:36:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.8031, loss_cls: 1.8332, loss: 1.8332, grad_norm: 2.0450 2021-12-03 08:02:12,946 - mmaction - INFO - Epoch [13][1540/2689] lr: 6.000e-02, eta: 8:36:07, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7875, loss_cls: 1.9153, loss: 1.9153, grad_norm: 2.1405 2021-12-03 08:02:37,195 - mmaction - INFO - Epoch [13][1560/2689] lr: 6.000e-02, eta: 8:35:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.7953, loss_cls: 1.7856, loss: 1.7856, grad_norm: 2.0730 2021-12-03 08:03:01,439 - mmaction - INFO - Epoch [13][1580/2689] lr: 6.000e-02, eta: 8:35:18, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.8031, loss_cls: 1.8370, loss: 1.8370, grad_norm: 2.1507 2021-12-03 08:03:25,682 - mmaction - INFO - Epoch [13][1600/2689] lr: 6.000e-02, eta: 8:34:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7828, loss_cls: 1.8837, loss: 1.8837, grad_norm: 2.2808 2021-12-03 08:03:49,916 - mmaction - INFO - Epoch [13][1620/2689] lr: 6.000e-02, eta: 8:34:29, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5391, top5_acc: 0.8094, loss_cls: 1.7596, loss: 1.7596, grad_norm: 2.1157 2021-12-03 08:04:14,171 - mmaction - INFO - Epoch [13][1640/2689] lr: 6.000e-02, eta: 8:34:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7797, loss_cls: 1.8802, loss: 1.8802, grad_norm: 2.2038 2021-12-03 08:04:38,427 - mmaction - INFO - Epoch [13][1660/2689] lr: 6.000e-02, eta: 8:33:40, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7922, loss_cls: 1.8974, loss: 1.8974, grad_norm: 2.2489 2021-12-03 08:05:02,672 - mmaction - INFO - Epoch [13][1680/2689] lr: 6.000e-02, eta: 8:33:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.8250, loss_cls: 1.8072, loss: 1.8072, grad_norm: 2.0087 2021-12-03 08:05:26,924 - mmaction - INFO - Epoch [13][1700/2689] lr: 6.000e-02, eta: 8:32:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7453, loss_cls: 2.0293, loss: 2.0293, grad_norm: 2.2579 2021-12-03 08:05:51,182 - mmaction - INFO - Epoch [13][1720/2689] lr: 6.000e-02, eta: 8:32:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8109, loss_cls: 1.7781, loss: 1.7781, grad_norm: 2.0686 2021-12-03 08:06:15,463 - mmaction - INFO - Epoch [13][1740/2689] lr: 6.000e-02, eta: 8:32:01, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.8343, loss: 1.8343, grad_norm: 2.0990 2021-12-03 08:06:39,740 - mmaction - INFO - Epoch [13][1760/2689] lr: 6.000e-02, eta: 8:31:37, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7984, loss_cls: 1.8225, loss: 1.8225, grad_norm: 2.0901 2021-12-03 08:07:04,035 - mmaction - INFO - Epoch [13][1780/2689] lr: 6.000e-02, eta: 8:31:12, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7875, loss_cls: 1.8130, loss: 1.8130, grad_norm: 2.1155 2021-12-03 08:07:28,317 - mmaction - INFO - Epoch [13][1800/2689] lr: 6.000e-02, eta: 8:30:48, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7734, loss_cls: 2.0005, loss: 2.0005, grad_norm: 2.1670 2021-12-03 08:07:52,577 - mmaction - INFO - Epoch [13][1820/2689] lr: 6.000e-02, eta: 8:30:23, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7875, loss_cls: 1.9488, loss: 1.9488, grad_norm: 2.1326 2021-12-03 08:08:16,862 - mmaction - INFO - Epoch [13][1840/2689] lr: 6.000e-02, eta: 8:29:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7750, loss_cls: 1.9090, loss: 1.9090, grad_norm: 2.0801 2021-12-03 08:08:41,153 - mmaction - INFO - Epoch [13][1860/2689] lr: 6.000e-02, eta: 8:29:34, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7922, loss_cls: 1.8573, loss: 1.8573, grad_norm: 2.1667 2021-12-03 08:09:05,424 - mmaction - INFO - Epoch [13][1880/2689] lr: 6.000e-02, eta: 8:29:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7469, loss_cls: 2.0912, loss: 2.0912, grad_norm: 2.1856 2021-12-03 08:09:29,686 - mmaction - INFO - Epoch [13][1900/2689] lr: 6.000e-02, eta: 8:28:45, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.8016, loss_cls: 1.8666, loss: 1.8666, grad_norm: 2.1390 2021-12-03 08:09:53,983 - mmaction - INFO - Epoch [13][1920/2689] lr: 6.000e-02, eta: 8:28:20, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.8642, loss: 1.8642, grad_norm: 2.2675 2021-12-03 08:10:18,261 - mmaction - INFO - Epoch [13][1940/2689] lr: 6.000e-02, eta: 8:27:56, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7937, loss_cls: 1.8882, loss: 1.8882, grad_norm: 2.1744 2021-12-03 08:10:42,508 - mmaction - INFO - Epoch [13][1960/2689] lr: 6.000e-02, eta: 8:27:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9541, loss: 1.9541, grad_norm: 2.1646 2021-12-03 08:11:06,784 - mmaction - INFO - Epoch [13][1980/2689] lr: 6.000e-02, eta: 8:27:07, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7828, loss_cls: 1.8616, loss: 1.8616, grad_norm: 2.1167 2021-12-03 08:11:31,046 - mmaction - INFO - Epoch [13][2000/2689] lr: 6.000e-02, eta: 8:26:42, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7672, loss_cls: 1.9649, loss: 1.9649, grad_norm: 2.1411 2021-12-03 08:11:55,314 - mmaction - INFO - Epoch [13][2020/2689] lr: 6.000e-02, eta: 8:26:18, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7906, loss_cls: 1.7974, loss: 1.7974, grad_norm: 2.0234 2021-12-03 08:12:19,601 - mmaction - INFO - Epoch [13][2040/2689] lr: 6.000e-02, eta: 8:25:53, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5437, top5_acc: 0.8047, loss_cls: 1.7773, loss: 1.7773, grad_norm: 2.1246 2021-12-03 08:12:43,878 - mmaction - INFO - Epoch [13][2060/2689] lr: 6.000e-02, eta: 8:25:29, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.8989, loss: 1.8989, grad_norm: 2.1466 2021-12-03 08:13:08,163 - mmaction - INFO - Epoch [13][2080/2689] lr: 6.000e-02, eta: 8:25:04, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7734, loss_cls: 1.9493, loss: 1.9493, grad_norm: 2.2239 2021-12-03 08:13:32,452 - mmaction - INFO - Epoch [13][2100/2689] lr: 6.000e-02, eta: 8:24:40, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7875, loss_cls: 1.8643, loss: 1.8643, grad_norm: 2.1491 2021-12-03 08:13:56,747 - mmaction - INFO - Epoch [13][2120/2689] lr: 6.000e-02, eta: 8:24:15, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7906, loss_cls: 1.9464, loss: 1.9464, grad_norm: 2.2373 2021-12-03 08:14:21,188 - mmaction - INFO - Epoch [13][2140/2689] lr: 6.000e-02, eta: 8:23:51, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7875, loss_cls: 1.8482, loss: 1.8482, grad_norm: 2.0612 2021-12-03 08:14:45,584 - mmaction - INFO - Epoch [13][2160/2689] lr: 6.000e-02, eta: 8:23:26, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7891, loss_cls: 1.8750, loss: 1.8750, grad_norm: 2.2331 2021-12-03 08:15:10,067 - mmaction - INFO - Epoch [13][2180/2689] lr: 6.000e-02, eta: 8:23:02, time: 1.224, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7922, loss_cls: 1.8202, loss: 1.8202, grad_norm: 2.0837 2021-12-03 08:15:34,560 - mmaction - INFO - Epoch [13][2200/2689] lr: 6.000e-02, eta: 8:22:37, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7562, loss_cls: 1.9423, loss: 1.9423, grad_norm: 2.1678 2021-12-03 08:15:59,096 - mmaction - INFO - Epoch [13][2220/2689] lr: 6.000e-02, eta: 8:22:13, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.8094, loss_cls: 1.8449, loss: 1.8449, grad_norm: 2.1338 2021-12-03 08:16:23,475 - mmaction - INFO - Epoch [13][2240/2689] lr: 6.000e-02, eta: 8:21:49, time: 1.219, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7859, loss_cls: 1.9282, loss: 1.9282, grad_norm: 2.1411 2021-12-03 08:16:47,863 - mmaction - INFO - Epoch [13][2260/2689] lr: 6.000e-02, eta: 8:21:24, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7891, loss_cls: 1.8754, loss: 1.8754, grad_norm: 2.0518 2021-12-03 08:17:12,353 - mmaction - INFO - Epoch [13][2280/2689] lr: 6.000e-02, eta: 8:21:00, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9458, loss: 1.9458, grad_norm: 2.1554 2021-12-03 08:17:36,725 - mmaction - INFO - Epoch [13][2300/2689] lr: 6.000e-02, eta: 8:20:35, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.8368, loss: 1.8368, grad_norm: 2.1713 2021-12-03 08:18:01,175 - mmaction - INFO - Epoch [13][2320/2689] lr: 6.000e-02, eta: 8:20:11, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7797, loss_cls: 1.9619, loss: 1.9619, grad_norm: 2.1517 2021-12-03 08:18:25,475 - mmaction - INFO - Epoch [13][2340/2689] lr: 6.000e-02, eta: 8:19:46, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0040, loss: 2.0040, grad_norm: 2.0972 2021-12-03 08:18:49,754 - mmaction - INFO - Epoch [13][2360/2689] lr: 6.000e-02, eta: 8:19:22, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7922, loss_cls: 1.9051, loss: 1.9051, grad_norm: 2.1475 2021-12-03 08:19:14,065 - mmaction - INFO - Epoch [13][2380/2689] lr: 6.000e-02, eta: 8:18:57, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.7709, loss: 1.7709, grad_norm: 2.1559 2021-12-03 08:19:38,338 - mmaction - INFO - Epoch [13][2400/2689] lr: 6.000e-02, eta: 8:18:33, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8000, loss_cls: 1.8129, loss: 1.8129, grad_norm: 2.0825 2021-12-03 08:20:02,621 - mmaction - INFO - Epoch [13][2420/2689] lr: 6.000e-02, eta: 8:18:08, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5594, top5_acc: 0.8047, loss_cls: 1.7749, loss: 1.7749, grad_norm: 2.1561 2021-12-03 08:20:26,917 - mmaction - INFO - Epoch [13][2440/2689] lr: 6.000e-02, eta: 8:17:44, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7781, loss_cls: 1.9074, loss: 1.9074, grad_norm: 2.2346 2021-12-03 08:20:51,221 - mmaction - INFO - Epoch [13][2460/2689] lr: 6.000e-02, eta: 8:17:19, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7906, loss_cls: 1.8526, loss: 1.8526, grad_norm: 2.0769 2021-12-03 08:21:15,518 - mmaction - INFO - Epoch [13][2480/2689] lr: 6.000e-02, eta: 8:16:55, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8278, loss: 1.8278, grad_norm: 2.0288 2021-12-03 08:21:39,814 - mmaction - INFO - Epoch [13][2500/2689] lr: 6.000e-02, eta: 8:16:30, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 1.9232, loss: 1.9232, grad_norm: 2.2016 2021-12-03 08:22:04,116 - mmaction - INFO - Epoch [13][2520/2689] lr: 6.000e-02, eta: 8:16:06, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7969, loss_cls: 1.9353, loss: 1.9353, grad_norm: 2.2618 2021-12-03 08:22:28,410 - mmaction - INFO - Epoch [13][2540/2689] lr: 6.000e-02, eta: 8:15:41, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7859, loss_cls: 1.9421, loss: 1.9421, grad_norm: 2.1288 2021-12-03 08:22:52,706 - mmaction - INFO - Epoch [13][2560/2689] lr: 6.000e-02, eta: 8:15:17, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8047, loss_cls: 1.7980, loss: 1.7980, grad_norm: 2.1862 2021-12-03 08:23:16,966 - mmaction - INFO - Epoch [13][2580/2689] lr: 6.000e-02, eta: 8:14:52, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7891, loss_cls: 1.9627, loss: 1.9627, grad_norm: 2.1379 2021-12-03 08:23:41,228 - mmaction - INFO - Epoch [13][2600/2689] lr: 6.000e-02, eta: 8:14:27, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.8047, loss_cls: 1.8118, loss: 1.8118, grad_norm: 2.1757 2021-12-03 08:24:05,541 - mmaction - INFO - Epoch [13][2620/2689] lr: 6.000e-02, eta: 8:14:03, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7797, loss_cls: 1.9076, loss: 1.9076, grad_norm: 2.1955 2021-12-03 08:24:29,819 - mmaction - INFO - Epoch [13][2640/2689] lr: 6.000e-02, eta: 8:13:38, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.7461, loss: 1.7461, grad_norm: 2.1721 2021-12-03 08:24:54,061 - mmaction - INFO - Epoch [13][2660/2689] lr: 6.000e-02, eta: 8:13:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7953, loss_cls: 1.8497, loss: 1.8497, grad_norm: 2.1842 2021-12-03 08:25:18,306 - mmaction - INFO - Epoch [13][2680/2689] lr: 6.000e-02, eta: 8:12:49, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 1.9163, loss: 1.9163, grad_norm: 2.0903 2021-12-03 08:25:29,231 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-12-03 08:26:23,081 - mmaction - INFO - Epoch [14][20/2689] lr: 6.000e-02, eta: 8:12:26, time: 2.621, data_time: 1.406, memory: 9293, top1_acc: 0.5359, top5_acc: 0.8156, loss_cls: 1.7924, loss: 1.7924, grad_norm: 2.1413 2021-12-03 08:26:47,136 - mmaction - INFO - Epoch [14][40/2689] lr: 6.000e-02, eta: 8:12:01, time: 1.203, data_time: 0.001, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.7322, loss: 1.7322, grad_norm: 2.1013 2021-12-03 08:27:11,250 - mmaction - INFO - Epoch [14][60/2689] lr: 6.000e-02, eta: 8:11:36, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8281, loss_cls: 1.7443, loss: 1.7443, grad_norm: 2.2586 2021-12-03 08:27:35,416 - mmaction - INFO - Epoch [14][80/2689] lr: 6.000e-02, eta: 8:11:12, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7937, loss_cls: 1.8114, loss: 1.8114, grad_norm: 2.0701 2021-12-03 08:27:59,580 - mmaction - INFO - Epoch [14][100/2689] lr: 6.000e-02, eta: 8:10:47, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.8234, loss_cls: 1.7545, loss: 1.7545, grad_norm: 2.1102 2021-12-03 08:28:23,767 - mmaction - INFO - Epoch [14][120/2689] lr: 6.000e-02, eta: 8:10:22, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.8427, loss: 1.8427, grad_norm: 2.1615 2021-12-03 08:28:47,951 - mmaction - INFO - Epoch [14][140/2689] lr: 6.000e-02, eta: 8:09:58, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.7630, loss: 1.7630, grad_norm: 2.1552 2021-12-03 08:29:12,136 - mmaction - INFO - Epoch [14][160/2689] lr: 6.000e-02, eta: 8:09:33, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8016, loss_cls: 1.7459, loss: 1.7459, grad_norm: 2.1073 2021-12-03 08:29:36,325 - mmaction - INFO - Epoch [14][180/2689] lr: 6.000e-02, eta: 8:09:09, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7891, loss_cls: 1.8754, loss: 1.8754, grad_norm: 2.2558 2021-12-03 08:30:00,544 - mmaction - INFO - Epoch [14][200/2689] lr: 6.000e-02, eta: 8:08:44, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7922, loss_cls: 1.9165, loss: 1.9165, grad_norm: 2.1076 2021-12-03 08:30:24,705 - mmaction - INFO - Epoch [14][220/2689] lr: 6.000e-02, eta: 8:08:19, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 1.7347, loss: 1.7347, grad_norm: 2.0410 2021-12-03 08:30:48,888 - mmaction - INFO - Epoch [14][240/2689] lr: 6.000e-02, eta: 8:07:55, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5547, top5_acc: 0.8109, loss_cls: 1.7061, loss: 1.7061, grad_norm: 2.1154 2021-12-03 08:31:13,114 - mmaction - INFO - Epoch [14][260/2689] lr: 6.000e-02, eta: 8:07:30, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8234, loss_cls: 1.6829, loss: 1.6829, grad_norm: 2.0568 2021-12-03 08:31:37,318 - mmaction - INFO - Epoch [14][280/2689] lr: 6.000e-02, eta: 8:07:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8125, loss_cls: 1.7863, loss: 1.7863, grad_norm: 2.1087 2021-12-03 08:32:01,538 - mmaction - INFO - Epoch [14][300/2689] lr: 6.000e-02, eta: 8:06:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7922, loss_cls: 1.8899, loss: 1.8899, grad_norm: 2.1626 2021-12-03 08:32:25,772 - mmaction - INFO - Epoch [14][320/2689] lr: 6.000e-02, eta: 8:06:16, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5578, top5_acc: 0.8094, loss_cls: 1.8113, loss: 1.8113, grad_norm: 2.2152 2021-12-03 08:32:49,998 - mmaction - INFO - Epoch [14][340/2689] lr: 6.000e-02, eta: 8:05:52, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8031, loss_cls: 1.8088, loss: 1.8088, grad_norm: 2.2578 2021-12-03 08:33:14,209 - mmaction - INFO - Epoch [14][360/2689] lr: 6.000e-02, eta: 8:05:27, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7953, loss_cls: 1.8566, loss: 1.8566, grad_norm: 2.2264 2021-12-03 08:33:38,426 - mmaction - INFO - Epoch [14][380/2689] lr: 6.000e-02, eta: 8:05:03, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7766, loss_cls: 1.8977, loss: 1.8977, grad_norm: 2.1537 2021-12-03 08:34:02,635 - mmaction - INFO - Epoch [14][400/2689] lr: 6.000e-02, eta: 8:04:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5422, top5_acc: 0.8047, loss_cls: 1.7179, loss: 1.7179, grad_norm: 2.1324 2021-12-03 08:34:26,847 - mmaction - INFO - Epoch [14][420/2689] lr: 6.000e-02, eta: 8:04:14, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.6411, loss: 1.6411, grad_norm: 2.0580 2021-12-03 08:34:51,058 - mmaction - INFO - Epoch [14][440/2689] lr: 6.000e-02, eta: 8:03:49, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7891, loss_cls: 1.8641, loss: 1.8641, grad_norm: 2.1562 2021-12-03 08:35:15,264 - mmaction - INFO - Epoch [14][460/2689] lr: 6.000e-02, eta: 8:03:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7906, loss_cls: 1.8708, loss: 1.8708, grad_norm: 2.0956 2021-12-03 08:35:39,484 - mmaction - INFO - Epoch [14][480/2689] lr: 6.000e-02, eta: 8:03:00, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7578, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.2836 2021-12-03 08:36:03,692 - mmaction - INFO - Epoch [14][500/2689] lr: 6.000e-02, eta: 8:02:35, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8063, loss_cls: 1.8634, loss: 1.8634, grad_norm: 2.1191 2021-12-03 08:36:27,906 - mmaction - INFO - Epoch [14][520/2689] lr: 6.000e-02, eta: 8:02:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8143, loss: 1.8143, grad_norm: 2.1807 2021-12-03 08:36:52,124 - mmaction - INFO - Epoch [14][540/2689] lr: 6.000e-02, eta: 8:01:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7953, loss_cls: 1.8947, loss: 1.8947, grad_norm: 2.2487 2021-12-03 08:37:16,362 - mmaction - INFO - Epoch [14][560/2689] lr: 6.000e-02, eta: 8:01:21, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5016, top5_acc: 0.8187, loss_cls: 1.7774, loss: 1.7774, grad_norm: 2.1733 2021-12-03 08:37:40,597 - mmaction - INFO - Epoch [14][580/2689] lr: 6.000e-02, eta: 8:00:57, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.7995, loss: 1.7995, grad_norm: 2.1860 2021-12-03 08:38:04,831 - mmaction - INFO - Epoch [14][600/2689] lr: 6.000e-02, eta: 8:00:32, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8031, loss_cls: 1.7954, loss: 1.7954, grad_norm: 2.1724 2021-12-03 08:38:29,056 - mmaction - INFO - Epoch [14][620/2689] lr: 6.000e-02, eta: 8:00:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.7116, loss: 1.7116, grad_norm: 2.0885 2021-12-03 08:38:53,271 - mmaction - INFO - Epoch [14][640/2689] lr: 6.000e-02, eta: 7:59:43, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5516, top5_acc: 0.8047, loss_cls: 1.7996, loss: 1.7996, grad_norm: 2.3270 2021-12-03 08:39:17,512 - mmaction - INFO - Epoch [14][660/2689] lr: 6.000e-02, eta: 7:59:19, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8141, loss_cls: 1.7745, loss: 1.7745, grad_norm: 2.2304 2021-12-03 08:39:41,729 - mmaction - INFO - Epoch [14][680/2689] lr: 6.000e-02, eta: 7:58:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7891, loss_cls: 1.8102, loss: 1.8102, grad_norm: 2.2223 2021-12-03 08:40:05,958 - mmaction - INFO - Epoch [14][700/2689] lr: 6.000e-02, eta: 7:58:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.7950, loss: 1.7950, grad_norm: 2.2755 2021-12-03 08:40:30,178 - mmaction - INFO - Epoch [14][720/2689] lr: 6.000e-02, eta: 7:58:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8219, loss_cls: 1.7610, loss: 1.7610, grad_norm: 2.1377 2021-12-03 08:40:54,389 - mmaction - INFO - Epoch [14][740/2689] lr: 6.000e-02, eta: 7:57:40, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7766, loss_cls: 1.8293, loss: 1.8293, grad_norm: 2.1258 2021-12-03 08:41:18,608 - mmaction - INFO - Epoch [14][760/2689] lr: 6.000e-02, eta: 7:57:16, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7953, loss_cls: 1.8394, loss: 1.8394, grad_norm: 2.2068 2021-12-03 08:41:42,834 - mmaction - INFO - Epoch [14][780/2689] lr: 6.000e-02, eta: 7:56:51, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7937, loss_cls: 1.8230, loss: 1.8230, grad_norm: 2.2026 2021-12-03 08:42:07,055 - mmaction - INFO - Epoch [14][800/2689] lr: 6.000e-02, eta: 7:56:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0187, loss: 2.0187, grad_norm: 2.2251 2021-12-03 08:42:31,274 - mmaction - INFO - Epoch [14][820/2689] lr: 6.000e-02, eta: 7:56:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7922, loss_cls: 1.8430, loss: 1.8430, grad_norm: 2.1271 2021-12-03 08:42:55,485 - mmaction - INFO - Epoch [14][840/2689] lr: 6.000e-02, eta: 7:55:37, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7719, loss_cls: 1.8906, loss: 1.8906, grad_norm: 2.0832 2021-12-03 08:43:19,715 - mmaction - INFO - Epoch [14][860/2689] lr: 6.000e-02, eta: 7:55:13, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8234, loss_cls: 1.7166, loss: 1.7166, grad_norm: 2.0509 2021-12-03 08:43:43,918 - mmaction - INFO - Epoch [14][880/2689] lr: 6.000e-02, eta: 7:54:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.7728, loss: 1.7728, grad_norm: 2.1424 2021-12-03 08:44:08,122 - mmaction - INFO - Epoch [14][900/2689] lr: 6.000e-02, eta: 7:54:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.6999, loss: 1.6999, grad_norm: 2.1658 2021-12-03 08:44:32,312 - mmaction - INFO - Epoch [14][920/2689] lr: 6.000e-02, eta: 7:53:59, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5656, top5_acc: 0.8172, loss_cls: 1.7283, loss: 1.7283, grad_norm: 2.0015 2021-12-03 08:44:56,499 - mmaction - INFO - Epoch [14][940/2689] lr: 6.000e-02, eta: 7:53:35, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8258, loss: 1.8258, grad_norm: 2.1687 2021-12-03 08:45:20,723 - mmaction - INFO - Epoch [14][960/2689] lr: 6.000e-02, eta: 7:53:10, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5703, top5_acc: 0.8250, loss_cls: 1.7120, loss: 1.7120, grad_norm: 2.0295 2021-12-03 08:45:44,910 - mmaction - INFO - Epoch [14][980/2689] lr: 6.000e-02, eta: 7:52:45, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 1.9022, loss: 1.9022, grad_norm: 2.0836 2021-12-03 08:46:09,121 - mmaction - INFO - Epoch [14][1000/2689] lr: 6.000e-02, eta: 7:52:21, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7828, loss_cls: 1.8705, loss: 1.8705, grad_norm: 2.1600 2021-12-03 08:46:33,310 - mmaction - INFO - Epoch [14][1020/2689] lr: 6.000e-02, eta: 7:51:56, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.8533, loss: 1.8533, grad_norm: 2.0898 2021-12-03 08:46:57,492 - mmaction - INFO - Epoch [14][1040/2689] lr: 6.000e-02, eta: 7:51:32, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8203, loss_cls: 1.7241, loss: 1.7241, grad_norm: 2.1220 2021-12-03 08:47:21,689 - mmaction - INFO - Epoch [14][1060/2689] lr: 6.000e-02, eta: 7:51:07, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5594, top5_acc: 0.8234, loss_cls: 1.7218, loss: 1.7218, grad_norm: 2.1901 2021-12-03 08:47:45,876 - mmaction - INFO - Epoch [14][1080/2689] lr: 6.000e-02, eta: 7:50:42, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.7598, loss: 1.7598, grad_norm: 2.1884 2021-12-03 08:48:10,093 - mmaction - INFO - Epoch [14][1100/2689] lr: 6.000e-02, eta: 7:50:18, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7937, loss_cls: 1.8130, loss: 1.8130, grad_norm: 2.3477 2021-12-03 08:48:34,294 - mmaction - INFO - Epoch [14][1120/2689] lr: 6.000e-02, eta: 7:49:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7672, loss_cls: 1.9439, loss: 1.9439, grad_norm: 2.1593 2021-12-03 08:48:58,500 - mmaction - INFO - Epoch [14][1140/2689] lr: 6.000e-02, eta: 7:49:29, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7625, loss_cls: 1.9629, loss: 1.9629, grad_norm: 2.2690 2021-12-03 08:49:22,690 - mmaction - INFO - Epoch [14][1160/2689] lr: 6.000e-02, eta: 7:49:04, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.8031, loss_cls: 1.8874, loss: 1.8874, grad_norm: 2.1349 2021-12-03 08:49:46,880 - mmaction - INFO - Epoch [14][1180/2689] lr: 6.000e-02, eta: 7:48:40, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9128, loss: 1.9128, grad_norm: 2.2008 2021-12-03 08:50:11,072 - mmaction - INFO - Epoch [14][1200/2689] lr: 6.000e-02, eta: 7:48:15, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.8888, loss: 1.8888, grad_norm: 2.1282 2021-12-03 08:50:35,247 - mmaction - INFO - Epoch [14][1220/2689] lr: 6.000e-02, eta: 7:47:50, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7812, loss_cls: 1.8813, loss: 1.8813, grad_norm: 2.0918 2021-12-03 08:50:59,448 - mmaction - INFO - Epoch [14][1240/2689] lr: 6.000e-02, eta: 7:47:26, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8187, loss_cls: 1.7465, loss: 1.7465, grad_norm: 2.1995 2021-12-03 08:51:23,618 - mmaction - INFO - Epoch [14][1260/2689] lr: 6.000e-02, eta: 7:47:01, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8031, loss_cls: 1.8071, loss: 1.8071, grad_norm: 2.0274 2021-12-03 08:51:47,819 - mmaction - INFO - Epoch [14][1280/2689] lr: 6.000e-02, eta: 7:46:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5578, top5_acc: 0.8203, loss_cls: 1.7610, loss: 1.7610, grad_norm: 2.1364 2021-12-03 08:52:12,042 - mmaction - INFO - Epoch [14][1300/2689] lr: 6.000e-02, eta: 7:46:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5594, top5_acc: 0.8141, loss_cls: 1.6996, loss: 1.6996, grad_norm: 2.0700 2021-12-03 08:52:36,266 - mmaction - INFO - Epoch [14][1320/2689] lr: 6.000e-02, eta: 7:45:48, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7891, loss_cls: 1.8558, loss: 1.8558, grad_norm: 2.3397 2021-12-03 08:53:00,498 - mmaction - INFO - Epoch [14][1340/2689] lr: 6.000e-02, eta: 7:45:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 1.9718, loss: 1.9718, grad_norm: 2.1858 2021-12-03 08:53:24,689 - mmaction - INFO - Epoch [14][1360/2689] lr: 6.000e-02, eta: 7:44:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.8901, loss: 1.8901, grad_norm: 2.0397 2021-12-03 08:53:48,897 - mmaction - INFO - Epoch [14][1380/2689] lr: 6.000e-02, eta: 7:44:34, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.7984, loss_cls: 1.8095, loss: 1.8095, grad_norm: 2.1551 2021-12-03 08:54:13,117 - mmaction - INFO - Epoch [14][1400/2689] lr: 6.000e-02, eta: 7:44:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5641, top5_acc: 0.8047, loss_cls: 1.7112, loss: 1.7112, grad_norm: 1.9873 2021-12-03 08:54:37,333 - mmaction - INFO - Epoch [14][1420/2689] lr: 6.000e-02, eta: 7:43:45, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8094, loss_cls: 1.7716, loss: 1.7716, grad_norm: 2.1276 2021-12-03 08:55:01,517 - mmaction - INFO - Epoch [14][1440/2689] lr: 6.000e-02, eta: 7:43:20, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.8794, loss: 1.8794, grad_norm: 2.1863 2021-12-03 08:55:25,719 - mmaction - INFO - Epoch [14][1460/2689] lr: 6.000e-02, eta: 7:42:56, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7859, loss_cls: 1.8313, loss: 1.8313, grad_norm: 2.2219 2021-12-03 08:55:49,963 - mmaction - INFO - Epoch [14][1480/2689] lr: 6.000e-02, eta: 7:42:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8187, loss_cls: 1.7844, loss: 1.7844, grad_norm: 2.0719 2021-12-03 08:56:14,193 - mmaction - INFO - Epoch [14][1500/2689] lr: 6.000e-02, eta: 7:42:06, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.5547, top5_acc: 0.8063, loss_cls: 1.8471, loss: 1.8471, grad_norm: 2.1064 2021-12-03 08:56:38,425 - mmaction - INFO - Epoch [14][1520/2689] lr: 6.000e-02, eta: 7:41:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5578, top5_acc: 0.8031, loss_cls: 1.7789, loss: 1.7789, grad_norm: 2.1394 2021-12-03 08:57:02,638 - mmaction - INFO - Epoch [14][1540/2689] lr: 6.000e-02, eta: 7:41:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8000, loss_cls: 1.8486, loss: 1.8486, grad_norm: 2.1622 2021-12-03 08:57:26,857 - mmaction - INFO - Epoch [14][1560/2689] lr: 6.000e-02, eta: 7:40:53, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8250, loss_cls: 1.7201, loss: 1.7201, grad_norm: 2.2296 2021-12-03 08:57:51,081 - mmaction - INFO - Epoch [14][1580/2689] lr: 6.000e-02, eta: 7:40:28, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7891, loss_cls: 1.9060, loss: 1.9060, grad_norm: 2.2202 2021-12-03 08:58:15,291 - mmaction - INFO - Epoch [14][1600/2689] lr: 6.000e-02, eta: 7:40:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.7781, loss: 1.7781, grad_norm: 2.1410 2021-12-03 08:58:39,508 - mmaction - INFO - Epoch [14][1620/2689] lr: 6.000e-02, eta: 7:39:39, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.7898, loss: 1.7898, grad_norm: 2.2022 2021-12-03 08:59:03,724 - mmaction - INFO - Epoch [14][1640/2689] lr: 6.000e-02, eta: 7:39:15, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 1.8014, loss: 1.8014, grad_norm: 2.1145 2021-12-03 08:59:27,949 - mmaction - INFO - Epoch [14][1660/2689] lr: 6.000e-02, eta: 7:38:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7937, loss_cls: 1.8953, loss: 1.8953, grad_norm: 2.1034 2021-12-03 08:59:52,135 - mmaction - INFO - Epoch [14][1680/2689] lr: 6.000e-02, eta: 7:38:25, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7797, loss_cls: 1.8861, loss: 1.8861, grad_norm: 2.1311 2021-12-03 09:00:16,326 - mmaction - INFO - Epoch [14][1700/2689] lr: 6.000e-02, eta: 7:38:01, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7922, loss_cls: 1.8912, loss: 1.8912, grad_norm: 2.1860 2021-12-03 09:00:40,511 - mmaction - INFO - Epoch [14][1720/2689] lr: 6.000e-02, eta: 7:37:36, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 1.9854, loss: 1.9854, grad_norm: 2.1272 2021-12-03 09:01:04,709 - mmaction - INFO - Epoch [14][1740/2689] lr: 6.000e-02, eta: 7:37:12, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5516, top5_acc: 0.8109, loss_cls: 1.7141, loss: 1.7141, grad_norm: 2.1791 2021-12-03 09:01:28,923 - mmaction - INFO - Epoch [14][1760/2689] lr: 6.000e-02, eta: 7:36:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9626, loss: 1.9626, grad_norm: 2.1765 2021-12-03 09:01:53,159 - mmaction - INFO - Epoch [14][1780/2689] lr: 6.000e-02, eta: 7:36:23, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7922, loss_cls: 1.8080, loss: 1.8080, grad_norm: 2.1742 2021-12-03 09:02:17,364 - mmaction - INFO - Epoch [14][1800/2689] lr: 6.000e-02, eta: 7:35:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7750, loss_cls: 1.9376, loss: 1.9376, grad_norm: 2.1788 2021-12-03 09:02:41,554 - mmaction - INFO - Epoch [14][1820/2689] lr: 6.000e-02, eta: 7:35:34, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7703, loss_cls: 1.9254, loss: 1.9254, grad_norm: 2.1962 2021-12-03 09:03:05,747 - mmaction - INFO - Epoch [14][1840/2689] lr: 6.000e-02, eta: 7:35:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7766, loss_cls: 1.9118, loss: 1.9118, grad_norm: 2.2522 2021-12-03 09:03:29,960 - mmaction - INFO - Epoch [14][1860/2689] lr: 6.000e-02, eta: 7:34:44, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8047, loss_cls: 1.7779, loss: 1.7779, grad_norm: 2.0533 2021-12-03 09:03:54,143 - mmaction - INFO - Epoch [14][1880/2689] lr: 6.000e-02, eta: 7:34:20, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8519, loss: 1.8519, grad_norm: 2.1539 2021-12-03 09:04:18,346 - mmaction - INFO - Epoch [14][1900/2689] lr: 6.000e-02, eta: 7:33:55, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 1.8571, loss: 1.8571, grad_norm: 2.1058 2021-12-03 09:04:42,539 - mmaction - INFO - Epoch [14][1920/2689] lr: 6.000e-02, eta: 7:33:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7984, loss_cls: 1.8694, loss: 1.8694, grad_norm: 2.2730 2021-12-03 09:05:06,746 - mmaction - INFO - Epoch [14][1940/2689] lr: 6.000e-02, eta: 7:33:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8094, loss_cls: 1.7043, loss: 1.7043, grad_norm: 2.0396 2021-12-03 09:05:30,960 - mmaction - INFO - Epoch [14][1960/2689] lr: 6.000e-02, eta: 7:32:42, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.8196, loss: 1.8196, grad_norm: 2.2892 2021-12-03 09:05:55,161 - mmaction - INFO - Epoch [14][1980/2689] lr: 6.000e-02, eta: 7:32:17, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5359, top5_acc: 0.8125, loss_cls: 1.7423, loss: 1.7423, grad_norm: 2.1481 2021-12-03 09:06:19,366 - mmaction - INFO - Epoch [14][2000/2689] lr: 6.000e-02, eta: 7:31:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7953, loss_cls: 1.8208, loss: 1.8208, grad_norm: 2.0580 2021-12-03 09:06:43,538 - mmaction - INFO - Epoch [14][2020/2689] lr: 6.000e-02, eta: 7:31:28, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.7660, loss: 1.7660, grad_norm: 2.0503 2021-12-03 09:07:07,747 - mmaction - INFO - Epoch [14][2040/2689] lr: 6.000e-02, eta: 7:31:03, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5672, top5_acc: 0.8281, loss_cls: 1.7201, loss: 1.7201, grad_norm: 2.1070 2021-12-03 09:07:31,967 - mmaction - INFO - Epoch [14][2060/2689] lr: 6.000e-02, eta: 7:30:39, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7891, loss_cls: 1.8382, loss: 1.8382, grad_norm: 2.1194 2021-12-03 09:07:56,179 - mmaction - INFO - Epoch [14][2080/2689] lr: 6.000e-02, eta: 7:30:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7328, loss: 1.7328, grad_norm: 2.1585 2021-12-03 09:08:20,361 - mmaction - INFO - Epoch [14][2100/2689] lr: 6.000e-02, eta: 7:29:50, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 1.8681, loss: 1.8681, grad_norm: 2.2982 2021-12-03 09:08:44,563 - mmaction - INFO - Epoch [14][2120/2689] lr: 6.000e-02, eta: 7:29:25, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8109, loss_cls: 1.7540, loss: 1.7540, grad_norm: 2.0556 2021-12-03 09:09:08,787 - mmaction - INFO - Epoch [14][2140/2689] lr: 6.000e-02, eta: 7:29:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8125, loss_cls: 1.7832, loss: 1.7832, grad_norm: 2.2203 2021-12-03 09:09:33,011 - mmaction - INFO - Epoch [14][2160/2689] lr: 6.000e-02, eta: 7:28:36, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 1.9303, loss: 1.9303, grad_norm: 2.1640 2021-12-03 09:09:57,226 - mmaction - INFO - Epoch [14][2180/2689] lr: 6.000e-02, eta: 7:28:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7719, loss_cls: 1.9406, loss: 1.9406, grad_norm: 2.1044 2021-12-03 09:10:21,423 - mmaction - INFO - Epoch [14][2200/2689] lr: 6.000e-02, eta: 7:27:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 1.9321, loss: 1.9321, grad_norm: 2.1141 2021-12-03 09:10:45,635 - mmaction - INFO - Epoch [14][2220/2689] lr: 6.000e-02, eta: 7:27:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7969, loss_cls: 1.8353, loss: 1.8353, grad_norm: 2.1102 2021-12-03 09:11:09,833 - mmaction - INFO - Epoch [14][2240/2689] lr: 6.000e-02, eta: 7:26:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8172, loss_cls: 1.7685, loss: 1.7685, grad_norm: 2.1440 2021-12-03 09:11:34,015 - mmaction - INFO - Epoch [14][2260/2689] lr: 6.000e-02, eta: 7:26:33, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7859, loss_cls: 1.8210, loss: 1.8210, grad_norm: 2.2401 2021-12-03 09:11:58,219 - mmaction - INFO - Epoch [14][2280/2689] lr: 6.000e-02, eta: 7:26:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7922, loss_cls: 1.8590, loss: 1.8590, grad_norm: 2.0932 2021-12-03 09:12:22,428 - mmaction - INFO - Epoch [14][2300/2689] lr: 6.000e-02, eta: 7:25:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7906, loss_cls: 1.8178, loss: 1.8178, grad_norm: 2.1169 2021-12-03 09:12:46,654 - mmaction - INFO - Epoch [14][2320/2689] lr: 6.000e-02, eta: 7:25:20, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7906, loss_cls: 1.8515, loss: 1.8515, grad_norm: 2.1992 2021-12-03 09:13:10,909 - mmaction - INFO - Epoch [14][2340/2689] lr: 6.000e-02, eta: 7:24:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7937, loss_cls: 1.8974, loss: 1.8974, grad_norm: 2.1535 2021-12-03 09:13:35,123 - mmaction - INFO - Epoch [14][2360/2689] lr: 6.000e-02, eta: 7:24:31, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.8950, loss: 1.8950, grad_norm: 2.1417 2021-12-03 09:13:59,341 - mmaction - INFO - Epoch [14][2380/2689] lr: 6.000e-02, eta: 7:24:06, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9147, loss: 1.9147, grad_norm: 2.1278 2021-12-03 09:14:23,563 - mmaction - INFO - Epoch [14][2400/2689] lr: 6.000e-02, eta: 7:23:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5625, top5_acc: 0.8109, loss_cls: 1.7268, loss: 1.7268, grad_norm: 2.2005 2021-12-03 09:14:47,776 - mmaction - INFO - Epoch [14][2420/2689] lr: 6.000e-02, eta: 7:23:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8094, loss_cls: 1.7679, loss: 1.7679, grad_norm: 2.1210 2021-12-03 09:15:11,994 - mmaction - INFO - Epoch [14][2440/2689] lr: 6.000e-02, eta: 7:22:52, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8170, loss: 1.8170, grad_norm: 2.0944 2021-12-03 09:15:36,235 - mmaction - INFO - Epoch [14][2460/2689] lr: 6.000e-02, eta: 7:22:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7766, loss_cls: 1.9202, loss: 1.9202, grad_norm: 2.2235 2021-12-03 09:16:00,447 - mmaction - INFO - Epoch [14][2480/2689] lr: 6.000e-02, eta: 7:22:03, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7875, loss_cls: 1.8490, loss: 1.8490, grad_norm: 2.0448 2021-12-03 09:16:24,667 - mmaction - INFO - Epoch [14][2500/2689] lr: 6.000e-02, eta: 7:21:39, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5422, top5_acc: 0.8078, loss_cls: 1.7685, loss: 1.7685, grad_norm: 2.3003 2021-12-03 09:16:48,916 - mmaction - INFO - Epoch [14][2520/2689] lr: 6.000e-02, eta: 7:21:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7844, loss_cls: 1.9104, loss: 1.9104, grad_norm: 2.1787 2021-12-03 09:17:13,156 - mmaction - INFO - Epoch [14][2540/2689] lr: 6.000e-02, eta: 7:20:50, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.8047, loss_cls: 1.7805, loss: 1.7805, grad_norm: 2.1466 2021-12-03 09:17:37,392 - mmaction - INFO - Epoch [14][2560/2689] lr: 6.000e-02, eta: 7:20:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7688, loss_cls: 1.9654, loss: 1.9654, grad_norm: 2.2349 2021-12-03 09:18:01,611 - mmaction - INFO - Epoch [14][2580/2689] lr: 6.000e-02, eta: 7:20:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5437, top5_acc: 0.8156, loss_cls: 1.7541, loss: 1.7541, grad_norm: 2.0426 2021-12-03 09:18:25,794 - mmaction - INFO - Epoch [14][2600/2689] lr: 6.000e-02, eta: 7:19:36, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 1.9635, loss: 1.9635, grad_norm: 2.2706 2021-12-03 09:18:49,966 - mmaction - INFO - Epoch [14][2620/2689] lr: 6.000e-02, eta: 7:19:12, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.8256, loss: 1.8256, grad_norm: 2.2496 2021-12-03 09:19:14,143 - mmaction - INFO - Epoch [14][2640/2689] lr: 6.000e-02, eta: 7:18:47, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5656, top5_acc: 0.8125, loss_cls: 1.7416, loss: 1.7416, grad_norm: 1.9932 2021-12-03 09:19:38,306 - mmaction - INFO - Epoch [14][2660/2689] lr: 6.000e-02, eta: 7:18:22, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.7691, loss: 1.7691, grad_norm: 2.0561 2021-12-03 09:20:02,498 - mmaction - INFO - Epoch [14][2680/2689] lr: 6.000e-02, eta: 7:17:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8094, loss_cls: 1.8138, loss: 1.8138, grad_norm: 2.1287 2021-12-03 09:20:13,434 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-12-03 09:21:07,040 - mmaction - INFO - Epoch [15][20/2689] lr: 6.000e-03, eta: 7:17:33, time: 2.657, data_time: 1.459, memory: 9293, top1_acc: 0.5609, top5_acc: 0.8078, loss_cls: 1.7002, loss: 1.7002, grad_norm: 2.0942 2021-12-03 09:21:31,135 - mmaction - INFO - Epoch [15][40/2689] lr: 6.000e-03, eta: 7:17:08, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8281, loss_cls: 1.5865, loss: 1.5865, grad_norm: 2.0233 2021-12-03 09:21:55,264 - mmaction - INFO - Epoch [15][60/2689] lr: 6.000e-03, eta: 7:16:43, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.5547, top5_acc: 0.8297, loss_cls: 1.7033, loss: 1.7033, grad_norm: 2.0859 2021-12-03 09:22:19,427 - mmaction - INFO - Epoch [15][80/2689] lr: 6.000e-03, eta: 7:16:19, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6309, loss: 1.6309, grad_norm: 2.0366 2021-12-03 09:22:43,575 - mmaction - INFO - Epoch [15][100/2689] lr: 6.000e-03, eta: 7:15:54, time: 1.207, data_time: 0.000, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8578, loss_cls: 1.5331, loss: 1.5331, grad_norm: 2.0992 2021-12-03 09:23:07,771 - mmaction - INFO - Epoch [15][120/2689] lr: 6.000e-03, eta: 7:15:30, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5766, top5_acc: 0.8063, loss_cls: 1.6861, loss: 1.6861, grad_norm: 2.0487 2021-12-03 09:23:31,959 - mmaction - INFO - Epoch [15][140/2689] lr: 6.000e-03, eta: 7:15:05, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8469, loss_cls: 1.5150, loss: 1.5150, grad_norm: 1.9970 2021-12-03 09:23:56,146 - mmaction - INFO - Epoch [15][160/2689] lr: 6.000e-03, eta: 7:14:40, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8234, loss_cls: 1.6090, loss: 1.6090, grad_norm: 2.0565 2021-12-03 09:24:20,374 - mmaction - INFO - Epoch [15][180/2689] lr: 6.000e-03, eta: 7:14:16, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8422, loss_cls: 1.5347, loss: 1.5347, grad_norm: 2.0205 2021-12-03 09:24:44,578 - mmaction - INFO - Epoch [15][200/2689] lr: 6.000e-03, eta: 7:13:51, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.6652, loss: 1.6652, grad_norm: 2.1396 2021-12-03 09:25:08,781 - mmaction - INFO - Epoch [15][220/2689] lr: 6.000e-03, eta: 7:13:27, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8344, loss_cls: 1.5691, loss: 1.5691, grad_norm: 2.0524 2021-12-03 09:25:33,018 - mmaction - INFO - Epoch [15][240/2689] lr: 6.000e-03, eta: 7:13:02, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5729, loss: 1.5729, grad_norm: 2.0168 2021-12-03 09:25:57,248 - mmaction - INFO - Epoch [15][260/2689] lr: 6.000e-03, eta: 7:12:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5703, top5_acc: 0.8484, loss_cls: 1.5646, loss: 1.5646, grad_norm: 2.0456 2021-12-03 09:26:21,467 - mmaction - INFO - Epoch [15][280/2689] lr: 6.000e-03, eta: 7:12:13, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6234, loss: 1.6234, grad_norm: 2.0308 2021-12-03 09:26:45,686 - mmaction - INFO - Epoch [15][300/2689] lr: 6.000e-03, eta: 7:11:49, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.5859, top5_acc: 0.8422, loss_cls: 1.5531, loss: 1.5531, grad_norm: 1.9829 2021-12-03 09:27:09,913 - mmaction - INFO - Epoch [15][320/2689] lr: 6.000e-03, eta: 7:11:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6111, loss: 1.6111, grad_norm: 1.9847 2021-12-03 09:27:34,121 - mmaction - INFO - Epoch [15][340/2689] lr: 6.000e-03, eta: 7:11:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8250, loss_cls: 1.6639, loss: 1.6639, grad_norm: 2.0607 2021-12-03 09:27:58,328 - mmaction - INFO - Epoch [15][360/2689] lr: 6.000e-03, eta: 7:10:35, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8297, loss_cls: 1.5913, loss: 1.5913, grad_norm: 2.0146 2021-12-03 09:28:22,543 - mmaction - INFO - Epoch [15][380/2689] lr: 6.000e-03, eta: 7:10:10, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5859, top5_acc: 0.8203, loss_cls: 1.5704, loss: 1.5704, grad_norm: 2.0809 2021-12-03 09:28:46,794 - mmaction - INFO - Epoch [15][400/2689] lr: 6.000e-03, eta: 7:09:46, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8359, loss_cls: 1.5380, loss: 1.5380, grad_norm: 1.9943 2021-12-03 09:29:11,011 - mmaction - INFO - Epoch [15][420/2689] lr: 6.000e-03, eta: 7:09:21, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8406, loss_cls: 1.4654, loss: 1.4654, grad_norm: 1.9667 2021-12-03 09:29:35,244 - mmaction - INFO - Epoch [15][440/2689] lr: 6.000e-03, eta: 7:08:57, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5840, loss: 1.5840, grad_norm: 2.0351 2021-12-03 09:29:59,513 - mmaction - INFO - Epoch [15][460/2689] lr: 6.000e-03, eta: 7:08:32, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8422, loss_cls: 1.5444, loss: 1.5444, grad_norm: 1.9876 2021-12-03 09:30:23,781 - mmaction - INFO - Epoch [15][480/2689] lr: 6.000e-03, eta: 7:08:08, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6279, loss: 1.6279, grad_norm: 2.0998 2021-12-03 09:30:48,026 - mmaction - INFO - Epoch [15][500/2689] lr: 6.000e-03, eta: 7:07:43, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8281, loss_cls: 1.6322, loss: 1.6322, grad_norm: 2.0419 2021-12-03 09:31:12,262 - mmaction - INFO - Epoch [15][520/2689] lr: 6.000e-03, eta: 7:07:19, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8344, loss_cls: 1.5530, loss: 1.5530, grad_norm: 2.0276 2021-12-03 09:31:36,517 - mmaction - INFO - Epoch [15][540/2689] lr: 6.000e-03, eta: 7:06:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.4709, loss: 1.4709, grad_norm: 2.0055 2021-12-03 09:32:00,760 - mmaction - INFO - Epoch [15][560/2689] lr: 6.000e-03, eta: 7:06:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8516, loss_cls: 1.5297, loss: 1.5297, grad_norm: 2.0597 2021-12-03 09:32:25,019 - mmaction - INFO - Epoch [15][580/2689] lr: 6.000e-03, eta: 7:06:05, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.5908, loss: 1.5908, grad_norm: 2.0547 2021-12-03 09:32:49,255 - mmaction - INFO - Epoch [15][600/2689] lr: 6.000e-03, eta: 7:05:41, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5641, top5_acc: 0.8250, loss_cls: 1.6043, loss: 1.6043, grad_norm: 2.0854 2021-12-03 09:33:13,492 - mmaction - INFO - Epoch [15][620/2689] lr: 6.000e-03, eta: 7:05:16, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8453, loss_cls: 1.5679, loss: 1.5679, grad_norm: 2.0686 2021-12-03 09:33:37,745 - mmaction - INFO - Epoch [15][640/2689] lr: 6.000e-03, eta: 7:04:52, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8344, loss_cls: 1.5217, loss: 1.5217, grad_norm: 2.0830 2021-12-03 09:34:02,036 - mmaction - INFO - Epoch [15][660/2689] lr: 6.000e-03, eta: 7:04:27, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8453, loss_cls: 1.5680, loss: 1.5680, grad_norm: 2.0937 2021-12-03 09:34:26,314 - mmaction - INFO - Epoch [15][680/2689] lr: 6.000e-03, eta: 7:04:03, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8453, loss_cls: 1.5308, loss: 1.5308, grad_norm: 2.0658 2021-12-03 09:34:50,554 - mmaction - INFO - Epoch [15][700/2689] lr: 6.000e-03, eta: 7:03:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8641, loss_cls: 1.3734, loss: 1.3734, grad_norm: 1.9715 2021-12-03 09:35:14,774 - mmaction - INFO - Epoch [15][720/2689] lr: 6.000e-03, eta: 7:03:13, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.4643, loss: 1.4643, grad_norm: 2.0991 2021-12-03 09:35:38,989 - mmaction - INFO - Epoch [15][740/2689] lr: 6.000e-03, eta: 7:02:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8328, loss_cls: 1.5922, loss: 1.5922, grad_norm: 2.1705 2021-12-03 09:36:03,204 - mmaction - INFO - Epoch [15][760/2689] lr: 6.000e-03, eta: 7:02:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5197, loss: 1.5197, grad_norm: 2.0192 2021-12-03 09:36:27,430 - mmaction - INFO - Epoch [15][780/2689] lr: 6.000e-03, eta: 7:02:00, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.5196, loss: 1.5196, grad_norm: 2.1025 2021-12-03 09:36:51,650 - mmaction - INFO - Epoch [15][800/2689] lr: 6.000e-03, eta: 7:01:35, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8500, loss_cls: 1.4529, loss: 1.4529, grad_norm: 2.0618 2021-12-03 09:37:15,858 - mmaction - INFO - Epoch [15][820/2689] lr: 6.000e-03, eta: 7:01:11, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8547, loss_cls: 1.5221, loss: 1.5221, grad_norm: 2.2140 2021-12-03 09:37:40,059 - mmaction - INFO - Epoch [15][840/2689] lr: 6.000e-03, eta: 7:00:46, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8359, loss_cls: 1.5354, loss: 1.5354, grad_norm: 2.1073 2021-12-03 09:38:04,253 - mmaction - INFO - Epoch [15][860/2689] lr: 6.000e-03, eta: 7:00:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8391, loss_cls: 1.5601, loss: 1.5601, grad_norm: 2.1263 2021-12-03 09:38:28,465 - mmaction - INFO - Epoch [15][880/2689] lr: 6.000e-03, eta: 6:59:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8438, loss_cls: 1.4649, loss: 1.4649, grad_norm: 2.0612 2021-12-03 09:38:52,685 - mmaction - INFO - Epoch [15][900/2689] lr: 6.000e-03, eta: 6:59:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8266, loss_cls: 1.5024, loss: 1.5024, grad_norm: 2.0188 2021-12-03 09:39:16,897 - mmaction - INFO - Epoch [15][920/2689] lr: 6.000e-03, eta: 6:59:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8562, loss_cls: 1.4419, loss: 1.4419, grad_norm: 2.0675 2021-12-03 09:39:41,114 - mmaction - INFO - Epoch [15][940/2689] lr: 6.000e-03, eta: 6:58:44, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8375, loss_cls: 1.4898, loss: 1.4898, grad_norm: 2.1331 2021-12-03 09:40:05,350 - mmaction - INFO - Epoch [15][960/2689] lr: 6.000e-03, eta: 6:58:19, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8547, loss_cls: 1.5036, loss: 1.5036, grad_norm: 2.0789 2021-12-03 09:40:29,569 - mmaction - INFO - Epoch [15][980/2689] lr: 6.000e-03, eta: 6:57:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8391, loss_cls: 1.5325, loss: 1.5325, grad_norm: 2.1163 2021-12-03 09:40:53,794 - mmaction - INFO - Epoch [15][1000/2689] lr: 6.000e-03, eta: 6:57:30, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8656, loss_cls: 1.4215, loss: 1.4215, grad_norm: 2.0092 2021-12-03 09:41:18,003 - mmaction - INFO - Epoch [15][1020/2689] lr: 6.000e-03, eta: 6:57:05, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8406, loss_cls: 1.4311, loss: 1.4311, grad_norm: 1.9943 2021-12-03 09:41:42,200 - mmaction - INFO - Epoch [15][1040/2689] lr: 6.000e-03, eta: 6:56:41, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8422, loss_cls: 1.5222, loss: 1.5222, grad_norm: 2.1703 2021-12-03 09:42:06,401 - mmaction - INFO - Epoch [15][1060/2689] lr: 6.000e-03, eta: 6:56:16, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.5037, loss: 1.5037, grad_norm: 2.1245 2021-12-03 09:42:30,593 - mmaction - INFO - Epoch [15][1080/2689] lr: 6.000e-03, eta: 6:55:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8578, loss_cls: 1.4169, loss: 1.4169, grad_norm: 2.0551 2021-12-03 09:42:54,799 - mmaction - INFO - Epoch [15][1100/2689] lr: 6.000e-03, eta: 6:55:27, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8641, loss_cls: 1.4424, loss: 1.4424, grad_norm: 2.1421 2021-12-03 09:43:19,026 - mmaction - INFO - Epoch [15][1120/2689] lr: 6.000e-03, eta: 6:55:03, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5531, top5_acc: 0.7984, loss_cls: 1.6698, loss: 1.6698, grad_norm: 2.2723 2021-12-03 09:43:43,264 - mmaction - INFO - Epoch [15][1140/2689] lr: 6.000e-03, eta: 6:54:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8203, loss_cls: 1.6109, loss: 1.6109, grad_norm: 2.1931 2021-12-03 09:44:07,494 - mmaction - INFO - Epoch [15][1160/2689] lr: 6.000e-03, eta: 6:54:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8250, loss_cls: 1.6255, loss: 1.6255, grad_norm: 2.1601 2021-12-03 09:44:31,714 - mmaction - INFO - Epoch [15][1180/2689] lr: 6.000e-03, eta: 6:53:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6088, loss: 1.6088, grad_norm: 2.1184 2021-12-03 09:44:55,943 - mmaction - INFO - Epoch [15][1200/2689] lr: 6.000e-03, eta: 6:53:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5045, loss: 1.5045, grad_norm: 2.0727 2021-12-03 09:45:20,155 - mmaction - INFO - Epoch [15][1220/2689] lr: 6.000e-03, eta: 6:53:00, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8469, loss_cls: 1.5109, loss: 1.5109, grad_norm: 2.0054 2021-12-03 09:45:44,388 - mmaction - INFO - Epoch [15][1240/2689] lr: 6.000e-03, eta: 6:52:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8391, loss_cls: 1.5203, loss: 1.5203, grad_norm: 2.1280 2021-12-03 09:46:08,608 - mmaction - INFO - Epoch [15][1260/2689] lr: 6.000e-03, eta: 6:52:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.5900, loss: 1.5900, grad_norm: 2.1402 2021-12-03 09:46:32,825 - mmaction - INFO - Epoch [15][1280/2689] lr: 6.000e-03, eta: 6:51:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8422, loss_cls: 1.5060, loss: 1.5060, grad_norm: 2.1100 2021-12-03 09:46:57,057 - mmaction - INFO - Epoch [15][1300/2689] lr: 6.000e-03, eta: 6:51:22, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8266, loss_cls: 1.5414, loss: 1.5414, grad_norm: 2.0599 2021-12-03 09:47:21,265 - mmaction - INFO - Epoch [15][1320/2689] lr: 6.000e-03, eta: 6:50:57, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6070, loss: 1.6070, grad_norm: 2.1424 2021-12-03 09:47:45,496 - mmaction - INFO - Epoch [15][1340/2689] lr: 6.000e-03, eta: 6:50:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4965, loss: 1.4965, grad_norm: 2.0563 2021-12-03 09:48:09,745 - mmaction - INFO - Epoch [15][1360/2689] lr: 6.000e-03, eta: 6:50:08, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8516, loss_cls: 1.4651, loss: 1.4651, grad_norm: 2.1219 2021-12-03 09:48:33,977 - mmaction - INFO - Epoch [15][1380/2689] lr: 6.000e-03, eta: 6:49:44, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8391, loss_cls: 1.4659, loss: 1.4659, grad_norm: 2.0907 2021-12-03 09:48:58,222 - mmaction - INFO - Epoch [15][1400/2689] lr: 6.000e-03, eta: 6:49:19, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4175, loss: 1.4175, grad_norm: 1.9993 2021-12-03 09:49:22,462 - mmaction - INFO - Epoch [15][1420/2689] lr: 6.000e-03, eta: 6:48:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8547, loss_cls: 1.4467, loss: 1.4467, grad_norm: 2.1124 2021-12-03 09:49:46,709 - mmaction - INFO - Epoch [15][1440/2689] lr: 6.000e-03, eta: 6:48:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5208, loss: 1.5208, grad_norm: 2.0638 2021-12-03 09:50:10,953 - mmaction - INFO - Epoch [15][1460/2689] lr: 6.000e-03, eta: 6:48:06, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4869, loss: 1.4869, grad_norm: 2.1641 2021-12-03 09:50:35,188 - mmaction - INFO - Epoch [15][1480/2689] lr: 6.000e-03, eta: 6:47:41, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4145, loss: 1.4145, grad_norm: 2.0561 2021-12-03 09:50:59,419 - mmaction - INFO - Epoch [15][1500/2689] lr: 6.000e-03, eta: 6:47:17, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8516, loss_cls: 1.4537, loss: 1.4537, grad_norm: 2.1794 2021-12-03 09:51:23,662 - mmaction - INFO - Epoch [15][1520/2689] lr: 6.000e-03, eta: 6:46:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8406, loss_cls: 1.5181, loss: 1.5181, grad_norm: 2.2157 2021-12-03 09:51:47,899 - mmaction - INFO - Epoch [15][1540/2689] lr: 6.000e-03, eta: 6:46:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8547, loss_cls: 1.4241, loss: 1.4241, grad_norm: 2.1003 2021-12-03 09:52:12,148 - mmaction - INFO - Epoch [15][1560/2689] lr: 6.000e-03, eta: 6:46:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.3998, loss: 1.3998, grad_norm: 2.1615 2021-12-03 09:52:36,401 - mmaction - INFO - Epoch [15][1580/2689] lr: 6.000e-03, eta: 6:45:39, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8453, loss_cls: 1.4889, loss: 1.4889, grad_norm: 2.1432 2021-12-03 09:53:00,632 - mmaction - INFO - Epoch [15][1600/2689] lr: 6.000e-03, eta: 6:45:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.4901, loss: 1.4901, grad_norm: 2.2064 2021-12-03 09:53:24,847 - mmaction - INFO - Epoch [15][1620/2689] lr: 6.000e-03, eta: 6:44:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.3129, loss: 1.3129, grad_norm: 2.0048 2021-12-03 09:53:49,053 - mmaction - INFO - Epoch [15][1640/2689] lr: 6.000e-03, eta: 6:44:25, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8625, loss_cls: 1.4950, loss: 1.4950, grad_norm: 2.1636 2021-12-03 09:54:13,254 - mmaction - INFO - Epoch [15][1660/2689] lr: 6.000e-03, eta: 6:44:01, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8375, loss_cls: 1.5184, loss: 1.5184, grad_norm: 2.0439 2021-12-03 09:54:37,447 - mmaction - INFO - Epoch [15][1680/2689] lr: 6.000e-03, eta: 6:43:36, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.4045, loss: 1.4045, grad_norm: 2.1532 2021-12-03 09:55:01,665 - mmaction - INFO - Epoch [15][1700/2689] lr: 6.000e-03, eta: 6:43:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8672, loss_cls: 1.4284, loss: 1.4284, grad_norm: 2.1707 2021-12-03 09:55:25,859 - mmaction - INFO - Epoch [15][1720/2689] lr: 6.000e-03, eta: 6:42:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8391, loss_cls: 1.5022, loss: 1.5022, grad_norm: 2.1122 2021-12-03 09:55:50,057 - mmaction - INFO - Epoch [15][1740/2689] lr: 6.000e-03, eta: 6:42:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.5016, loss: 1.5016, grad_norm: 2.1490 2021-12-03 09:56:14,248 - mmaction - INFO - Epoch [15][1760/2689] lr: 6.000e-03, eta: 6:41:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8453, loss_cls: 1.4284, loss: 1.4284, grad_norm: 2.1809 2021-12-03 09:56:38,463 - mmaction - INFO - Epoch [15][1780/2689] lr: 6.000e-03, eta: 6:41:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8547, loss_cls: 1.5049, loss: 1.5049, grad_norm: 2.1504 2021-12-03 09:57:02,665 - mmaction - INFO - Epoch [15][1800/2689] lr: 6.000e-03, eta: 6:41:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8438, loss_cls: 1.4534, loss: 1.4534, grad_norm: 2.1027 2021-12-03 09:57:26,877 - mmaction - INFO - Epoch [15][1820/2689] lr: 6.000e-03, eta: 6:40:44, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8516, loss_cls: 1.5224, loss: 1.5224, grad_norm: 2.1819 2021-12-03 09:57:51,061 - mmaction - INFO - Epoch [15][1840/2689] lr: 6.000e-03, eta: 6:40:20, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4345, loss: 1.4345, grad_norm: 2.1025 2021-12-03 09:58:15,268 - mmaction - INFO - Epoch [15][1860/2689] lr: 6.000e-03, eta: 6:39:55, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.5053, loss: 1.5053, grad_norm: 2.1236 2021-12-03 09:58:39,435 - mmaction - INFO - Epoch [15][1880/2689] lr: 6.000e-03, eta: 6:39:31, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8578, loss_cls: 1.4935, loss: 1.4935, grad_norm: 2.1893 2021-12-03 09:59:03,632 - mmaction - INFO - Epoch [15][1900/2689] lr: 6.000e-03, eta: 6:39:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8609, loss_cls: 1.4224, loss: 1.4224, grad_norm: 2.0768 2021-12-03 09:59:27,856 - mmaction - INFO - Epoch [15][1920/2689] lr: 6.000e-03, eta: 6:38:42, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8531, loss_cls: 1.5301, loss: 1.5301, grad_norm: 2.2971 2021-12-03 09:59:52,076 - mmaction - INFO - Epoch [15][1940/2689] lr: 6.000e-03, eta: 6:38:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4599, loss: 1.4599, grad_norm: 2.1165 2021-12-03 10:00:16,311 - mmaction - INFO - Epoch [15][1960/2689] lr: 6.000e-03, eta: 6:37:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8141, loss_cls: 1.6775, loss: 1.6775, grad_norm: 2.2050 2021-12-03 10:00:40,535 - mmaction - INFO - Epoch [15][1980/2689] lr: 6.000e-03, eta: 6:37:28, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8656, loss_cls: 1.4641, loss: 1.4641, grad_norm: 2.1344 2021-12-03 10:01:04,764 - mmaction - INFO - Epoch [15][2000/2689] lr: 6.000e-03, eta: 6:37:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8516, loss_cls: 1.5176, loss: 1.5176, grad_norm: 2.0914 2021-12-03 10:01:28,980 - mmaction - INFO - Epoch [15][2020/2689] lr: 6.000e-03, eta: 6:36:39, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8609, loss_cls: 1.4980, loss: 1.4980, grad_norm: 2.1554 2021-12-03 10:01:53,212 - mmaction - INFO - Epoch [15][2040/2689] lr: 6.000e-03, eta: 6:36:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8500, loss_cls: 1.4237, loss: 1.4237, grad_norm: 2.0593 2021-12-03 10:02:17,436 - mmaction - INFO - Epoch [15][2060/2689] lr: 6.000e-03, eta: 6:35:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.5805, loss: 1.5805, grad_norm: 2.2259 2021-12-03 10:02:41,667 - mmaction - INFO - Epoch [15][2080/2689] lr: 6.000e-03, eta: 6:35:26, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8625, loss_cls: 1.3992, loss: 1.3992, grad_norm: 2.0895 2021-12-03 10:03:05,928 - mmaction - INFO - Epoch [15][2100/2689] lr: 6.000e-03, eta: 6:35:01, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4595, loss: 1.4595, grad_norm: 2.1764 2021-12-03 10:03:30,167 - mmaction - INFO - Epoch [15][2120/2689] lr: 6.000e-03, eta: 6:34:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.4666, loss: 1.4666, grad_norm: 2.1317 2021-12-03 10:03:54,422 - mmaction - INFO - Epoch [15][2140/2689] lr: 6.000e-03, eta: 6:34:12, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5734, top5_acc: 0.8172, loss_cls: 1.6548, loss: 1.6548, grad_norm: 2.2877 2021-12-03 10:04:18,688 - mmaction - INFO - Epoch [15][2160/2689] lr: 6.000e-03, eta: 6:33:48, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8500, loss_cls: 1.5482, loss: 1.5482, grad_norm: 2.1356 2021-12-03 10:04:42,937 - mmaction - INFO - Epoch [15][2180/2689] lr: 6.000e-03, eta: 6:33:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.4339, loss: 1.4339, grad_norm: 2.1289 2021-12-03 10:05:07,217 - mmaction - INFO - Epoch [15][2200/2689] lr: 6.000e-03, eta: 6:32:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4130, loss: 1.4130, grad_norm: 2.1425 2021-12-03 10:05:31,485 - mmaction - INFO - Epoch [15][2220/2689] lr: 6.000e-03, eta: 6:32:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8391, loss_cls: 1.5345, loss: 1.5345, grad_norm: 2.2387 2021-12-03 10:05:55,743 - mmaction - INFO - Epoch [15][2240/2689] lr: 6.000e-03, eta: 6:32:10, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.5894, loss: 1.5894, grad_norm: 2.2047 2021-12-03 10:06:20,025 - mmaction - INFO - Epoch [15][2260/2689] lr: 6.000e-03, eta: 6:31:45, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8562, loss_cls: 1.3966, loss: 1.3966, grad_norm: 2.0844 2021-12-03 10:06:44,285 - mmaction - INFO - Epoch [15][2280/2689] lr: 6.000e-03, eta: 6:31:21, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5045, loss: 1.5045, grad_norm: 2.1858 2021-12-03 10:07:08,553 - mmaction - INFO - Epoch [15][2300/2689] lr: 6.000e-03, eta: 6:30:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8641, loss_cls: 1.3729, loss: 1.3729, grad_norm: 2.1184 2021-12-03 10:07:32,821 - mmaction - INFO - Epoch [15][2320/2689] lr: 6.000e-03, eta: 6:30:32, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8391, loss_cls: 1.5264, loss: 1.5264, grad_norm: 2.1494 2021-12-03 10:07:57,100 - mmaction - INFO - Epoch [15][2340/2689] lr: 6.000e-03, eta: 6:30:07, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3821, loss: 1.3821, grad_norm: 2.0547 2021-12-03 10:08:21,363 - mmaction - INFO - Epoch [15][2360/2689] lr: 6.000e-03, eta: 6:29:43, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8391, loss_cls: 1.5223, loss: 1.5223, grad_norm: 2.2444 2021-12-03 10:08:45,641 - mmaction - INFO - Epoch [15][2380/2689] lr: 6.000e-03, eta: 6:29:18, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8719, loss_cls: 1.3552, loss: 1.3552, grad_norm: 2.1489 2021-12-03 10:09:09,899 - mmaction - INFO - Epoch [15][2400/2689] lr: 6.000e-03, eta: 6:28:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8375, loss_cls: 1.4770, loss: 1.4770, grad_norm: 2.1704 2021-12-03 10:09:34,127 - mmaction - INFO - Epoch [15][2420/2689] lr: 6.000e-03, eta: 6:28:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8406, loss_cls: 1.5307, loss: 1.5307, grad_norm: 2.2359 2021-12-03 10:09:58,338 - mmaction - INFO - Epoch [15][2440/2689] lr: 6.000e-03, eta: 6:28:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.4503, loss: 1.4503, grad_norm: 2.0819 2021-12-03 10:10:22,558 - mmaction - INFO - Epoch [15][2460/2689] lr: 6.000e-03, eta: 6:27:40, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8656, loss_cls: 1.3520, loss: 1.3520, grad_norm: 2.0111 2021-12-03 10:10:46,777 - mmaction - INFO - Epoch [15][2480/2689] lr: 6.000e-03, eta: 6:27:16, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8344, loss_cls: 1.5453, loss: 1.5453, grad_norm: 2.1956 2021-12-03 10:11:10,995 - mmaction - INFO - Epoch [15][2500/2689] lr: 6.000e-03, eta: 6:26:51, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8516, loss_cls: 1.4185, loss: 1.4185, grad_norm: 2.1618 2021-12-03 10:11:35,205 - mmaction - INFO - Epoch [15][2520/2689] lr: 6.000e-03, eta: 6:26:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.5022, loss: 1.5022, grad_norm: 2.2125 2021-12-03 10:11:59,403 - mmaction - INFO - Epoch [15][2540/2689] lr: 6.000e-03, eta: 6:26:02, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8672, loss_cls: 1.3442, loss: 1.3442, grad_norm: 2.0658 2021-12-03 10:12:23,608 - mmaction - INFO - Epoch [15][2560/2689] lr: 6.000e-03, eta: 6:25:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6114, loss: 1.6114, grad_norm: 2.2551 2021-12-03 10:12:47,793 - mmaction - INFO - Epoch [15][2580/2689] lr: 6.000e-03, eta: 6:25:13, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8703, loss_cls: 1.4189, loss: 1.4189, grad_norm: 2.1742 2021-12-03 10:13:11,992 - mmaction - INFO - Epoch [15][2600/2689] lr: 6.000e-03, eta: 6:24:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8469, loss_cls: 1.5043, loss: 1.5043, grad_norm: 2.2677 2021-12-03 10:13:36,180 - mmaction - INFO - Epoch [15][2620/2689] lr: 6.000e-03, eta: 6:24:24, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.5057, loss: 1.5057, grad_norm: 2.1835 2021-12-03 10:14:00,382 - mmaction - INFO - Epoch [15][2640/2689] lr: 6.000e-03, eta: 6:23:59, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.4996, loss: 1.4996, grad_norm: 2.1633 2021-12-03 10:14:24,580 - mmaction - INFO - Epoch [15][2660/2689] lr: 6.000e-03, eta: 6:23:35, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.4881, loss: 1.4881, grad_norm: 2.1442 2021-12-03 10:14:48,772 - mmaction - INFO - Epoch [15][2680/2689] lr: 6.000e-03, eta: 6:23:10, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.3873, loss: 1.3873, grad_norm: 2.0405 2021-12-03 10:15:00,176 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-12-03 10:15:56,267 - mmaction - INFO - Epoch [16][20/2689] lr: 6.000e-03, eta: 6:22:44, time: 2.735, data_time: 1.517, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.4808, loss: 1.4808, grad_norm: 2.1908 2021-12-03 10:16:20,335 - mmaction - INFO - Epoch [16][40/2689] lr: 6.000e-03, eta: 6:22:19, time: 1.203, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8672, loss_cls: 1.3603, loss: 1.3603, grad_norm: 2.1523 2021-12-03 10:16:44,442 - mmaction - INFO - Epoch [16][60/2689] lr: 6.000e-03, eta: 6:21:55, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8672, loss_cls: 1.4660, loss: 1.4660, grad_norm: 2.1701 2021-12-03 10:17:08,563 - mmaction - INFO - Epoch [16][80/2689] lr: 6.000e-03, eta: 6:21:30, time: 1.206, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.4973, loss: 1.4973, grad_norm: 2.1626 2021-12-03 10:17:32,710 - mmaction - INFO - Epoch [16][100/2689] lr: 6.000e-03, eta: 6:21:06, time: 1.207, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4127, loss: 1.4127, grad_norm: 2.1700 2021-12-03 10:17:56,894 - mmaction - INFO - Epoch [16][120/2689] lr: 6.000e-03, eta: 6:20:41, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.4622, loss: 1.4622, grad_norm: 2.2087 2021-12-03 10:18:21,066 - mmaction - INFO - Epoch [16][140/2689] lr: 6.000e-03, eta: 6:20:17, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8453, loss_cls: 1.4394, loss: 1.4394, grad_norm: 2.1377 2021-12-03 10:18:45,305 - mmaction - INFO - Epoch [16][160/2689] lr: 6.000e-03, eta: 6:19:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.5768, loss: 1.5768, grad_norm: 2.1829 2021-12-03 10:19:09,499 - mmaction - INFO - Epoch [16][180/2689] lr: 6.000e-03, eta: 6:19:28, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8516, loss_cls: 1.3911, loss: 1.3911, grad_norm: 2.1351 2021-12-03 10:19:33,708 - mmaction - INFO - Epoch [16][200/2689] lr: 6.000e-03, eta: 6:19:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8672, loss_cls: 1.3948, loss: 1.3948, grad_norm: 2.1934 2021-12-03 10:19:57,910 - mmaction - INFO - Epoch [16][220/2689] lr: 6.000e-03, eta: 6:18:39, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8422, loss_cls: 1.5560, loss: 1.5560, grad_norm: 2.2883 2021-12-03 10:20:22,108 - mmaction - INFO - Epoch [16][240/2689] lr: 6.000e-03, eta: 6:18:14, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8516, loss_cls: 1.4476, loss: 1.4476, grad_norm: 2.1828 2021-12-03 10:20:46,314 - mmaction - INFO - Epoch [16][260/2689] lr: 6.000e-03, eta: 6:17:49, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8672, loss_cls: 1.4026, loss: 1.4026, grad_norm: 2.1393 2021-12-03 10:21:10,511 - mmaction - INFO - Epoch [16][280/2689] lr: 6.000e-03, eta: 6:17:25, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.4797, loss: 1.4797, grad_norm: 2.3021 2021-12-03 10:21:34,747 - mmaction - INFO - Epoch [16][300/2689] lr: 6.000e-03, eta: 6:17:00, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4121, loss: 1.4121, grad_norm: 2.1200 2021-12-03 10:21:58,982 - mmaction - INFO - Epoch [16][320/2689] lr: 6.000e-03, eta: 6:16:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8688, loss_cls: 1.3575, loss: 1.3575, grad_norm: 2.0455 2021-12-03 10:22:23,214 - mmaction - INFO - Epoch [16][340/2689] lr: 6.000e-03, eta: 6:16:11, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4050, loss: 1.4050, grad_norm: 2.1048 2021-12-03 10:22:47,455 - mmaction - INFO - Epoch [16][360/2689] lr: 6.000e-03, eta: 6:15:47, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.3996, loss: 1.3996, grad_norm: 2.1558 2021-12-03 10:23:11,691 - mmaction - INFO - Epoch [16][380/2689] lr: 6.000e-03, eta: 6:15:22, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8484, loss_cls: 1.4912, loss: 1.4912, grad_norm: 2.1447 2021-12-03 10:23:35,937 - mmaction - INFO - Epoch [16][400/2689] lr: 6.000e-03, eta: 6:14:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.4454, loss: 1.4454, grad_norm: 2.2484 2021-12-03 10:24:00,187 - mmaction - INFO - Epoch [16][420/2689] lr: 6.000e-03, eta: 6:14:33, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8797, loss_cls: 1.3074, loss: 1.3074, grad_norm: 2.0859 2021-12-03 10:24:24,465 - mmaction - INFO - Epoch [16][440/2689] lr: 6.000e-03, eta: 6:14:09, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5183, loss: 1.5183, grad_norm: 2.1999 2021-12-03 10:24:48,699 - mmaction - INFO - Epoch [16][460/2689] lr: 6.000e-03, eta: 6:13:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.3999, loss: 1.3999, grad_norm: 2.1587 2021-12-03 10:25:12,940 - mmaction - INFO - Epoch [16][480/2689] lr: 6.000e-03, eta: 6:13:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8531, loss_cls: 1.4182, loss: 1.4182, grad_norm: 2.1755 2021-12-03 10:25:37,150 - mmaction - INFO - Epoch [16][500/2689] lr: 6.000e-03, eta: 6:12:55, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.5104, loss: 1.5104, grad_norm: 2.2712 2021-12-03 10:26:01,355 - mmaction - INFO - Epoch [16][520/2689] lr: 6.000e-03, eta: 6:12:31, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8391, loss_cls: 1.4585, loss: 1.4585, grad_norm: 2.2164 2021-12-03 10:26:25,579 - mmaction - INFO - Epoch [16][540/2689] lr: 6.000e-03, eta: 6:12:06, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8578, loss_cls: 1.4219, loss: 1.4219, grad_norm: 2.1538 2021-12-03 10:26:49,790 - mmaction - INFO - Epoch [16][560/2689] lr: 6.000e-03, eta: 6:11:42, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8578, loss_cls: 1.4287, loss: 1.4287, grad_norm: 2.2432 2021-12-03 10:27:13,990 - mmaction - INFO - Epoch [16][580/2689] lr: 6.000e-03, eta: 6:11:17, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.4161, loss: 1.4161, grad_norm: 2.3342 2021-12-03 10:27:38,182 - mmaction - INFO - Epoch [16][600/2689] lr: 6.000e-03, eta: 6:10:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.3805, loss: 1.3805, grad_norm: 2.2442 2021-12-03 10:28:02,381 - mmaction - INFO - Epoch [16][620/2689] lr: 6.000e-03, eta: 6:10:28, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.4294, loss: 1.4294, grad_norm: 2.1854 2021-12-03 10:28:26,581 - mmaction - INFO - Epoch [16][640/2689] lr: 6.000e-03, eta: 6:10:04, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.3747, loss: 1.3747, grad_norm: 2.1342 2021-12-03 10:28:50,779 - mmaction - INFO - Epoch [16][660/2689] lr: 6.000e-03, eta: 6:09:39, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8609, loss_cls: 1.4553, loss: 1.4553, grad_norm: 2.2719 2021-12-03 10:29:14,951 - mmaction - INFO - Epoch [16][680/2689] lr: 6.000e-03, eta: 6:09:15, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4242, loss: 1.4242, grad_norm: 2.2180 2021-12-03 10:29:39,151 - mmaction - INFO - Epoch [16][700/2689] lr: 6.000e-03, eta: 6:08:50, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3514, loss: 1.3514, grad_norm: 2.0744 2021-12-03 10:30:03,367 - mmaction - INFO - Epoch [16][720/2689] lr: 6.000e-03, eta: 6:08:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5293, loss: 1.5293, grad_norm: 2.3427 2021-12-03 10:30:27,588 - mmaction - INFO - Epoch [16][740/2689] lr: 6.000e-03, eta: 6:08:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.3969, loss: 1.3969, grad_norm: 2.1828 2021-12-03 10:30:51,765 - mmaction - INFO - Epoch [16][760/2689] lr: 6.000e-03, eta: 6:07:37, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.4558, loss: 1.4558, grad_norm: 2.0700 2021-12-03 10:31:15,946 - mmaction - INFO - Epoch [16][780/2689] lr: 6.000e-03, eta: 6:07:12, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.6127, loss: 1.6127, grad_norm: 2.2744 2021-12-03 10:31:40,134 - mmaction - INFO - Epoch [16][800/2689] lr: 6.000e-03, eta: 6:06:48, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8453, loss_cls: 1.5035, loss: 1.5035, grad_norm: 2.1596 2021-12-03 10:32:04,339 - mmaction - INFO - Epoch [16][820/2689] lr: 6.000e-03, eta: 6:06:23, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.3702, loss: 1.3702, grad_norm: 2.1604 2021-12-03 10:32:28,528 - mmaction - INFO - Epoch [16][840/2689] lr: 6.000e-03, eta: 6:05:58, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8688, loss_cls: 1.3562, loss: 1.3562, grad_norm: 2.1883 2021-12-03 10:32:52,701 - mmaction - INFO - Epoch [16][860/2689] lr: 6.000e-03, eta: 6:05:34, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8750, loss_cls: 1.3607, loss: 1.3607, grad_norm: 2.1437 2021-12-03 10:33:16,874 - mmaction - INFO - Epoch [16][880/2689] lr: 6.000e-03, eta: 6:05:09, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8906, loss_cls: 1.3502, loss: 1.3502, grad_norm: 2.2133 2021-12-03 10:33:41,044 - mmaction - INFO - Epoch [16][900/2689] lr: 6.000e-03, eta: 6:04:45, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8500, loss_cls: 1.4352, loss: 1.4352, grad_norm: 2.2115 2021-12-03 10:34:05,226 - mmaction - INFO - Epoch [16][920/2689] lr: 6.000e-03, eta: 6:04:20, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8500, loss_cls: 1.4759, loss: 1.4759, grad_norm: 2.2710 2021-12-03 10:34:29,408 - mmaction - INFO - Epoch [16][940/2689] lr: 6.000e-03, eta: 6:03:56, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8578, loss_cls: 1.3724, loss: 1.3724, grad_norm: 2.1828 2021-12-03 10:34:53,604 - mmaction - INFO - Epoch [16][960/2689] lr: 6.000e-03, eta: 6:03:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8672, loss_cls: 1.3763, loss: 1.3763, grad_norm: 2.2280 2021-12-03 10:35:17,795 - mmaction - INFO - Epoch [16][980/2689] lr: 6.000e-03, eta: 6:03:07, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8750, loss_cls: 1.2831, loss: 1.2831, grad_norm: 2.1337 2021-12-03 10:35:42,003 - mmaction - INFO - Epoch [16][1000/2689] lr: 6.000e-03, eta: 6:02:42, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8875, loss_cls: 1.3116, loss: 1.3116, grad_norm: 2.2169 2021-12-03 10:36:06,231 - mmaction - INFO - Epoch [16][1020/2689] lr: 6.000e-03, eta: 6:02:18, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8703, loss_cls: 1.4125, loss: 1.4125, grad_norm: 2.2050 2021-12-03 10:36:30,452 - mmaction - INFO - Epoch [16][1040/2689] lr: 6.000e-03, eta: 6:01:53, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3823, loss: 1.3823, grad_norm: 2.2398 2021-12-03 10:36:54,683 - mmaction - INFO - Epoch [16][1060/2689] lr: 6.000e-03, eta: 6:01:29, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8609, loss_cls: 1.4093, loss: 1.4093, grad_norm: 2.1981 2021-12-03 10:37:18,919 - mmaction - INFO - Epoch [16][1080/2689] lr: 6.000e-03, eta: 6:01:04, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8797, loss_cls: 1.3129, loss: 1.3129, grad_norm: 2.1525 2021-12-03 10:37:43,144 - mmaction - INFO - Epoch [16][1100/2689] lr: 6.000e-03, eta: 6:00:40, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4180, loss: 1.4180, grad_norm: 2.1472 2021-12-03 10:38:07,381 - mmaction - INFO - Epoch [16][1120/2689] lr: 6.000e-03, eta: 6:00:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8438, loss_cls: 1.4654, loss: 1.4654, grad_norm: 2.3740 2021-12-03 10:38:31,622 - mmaction - INFO - Epoch [16][1140/2689] lr: 6.000e-03, eta: 5:59:51, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8672, loss_cls: 1.4144, loss: 1.4144, grad_norm: 2.1884 2021-12-03 10:38:55,854 - mmaction - INFO - Epoch [16][1160/2689] lr: 6.000e-03, eta: 5:59:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8359, loss_cls: 1.5014, loss: 1.5014, grad_norm: 2.1994 2021-12-03 10:39:20,112 - mmaction - INFO - Epoch [16][1180/2689] lr: 6.000e-03, eta: 5:59:02, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8641, loss_cls: 1.4266, loss: 1.4266, grad_norm: 2.2247 2021-12-03 10:39:44,381 - mmaction - INFO - Epoch [16][1200/2689] lr: 6.000e-03, eta: 5:58:37, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.4328, loss: 1.4328, grad_norm: 2.2227 2021-12-03 10:40:08,626 - mmaction - INFO - Epoch [16][1220/2689] lr: 6.000e-03, eta: 5:58:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3664, loss: 1.3664, grad_norm: 2.1220 2021-12-03 10:40:32,858 - mmaction - INFO - Epoch [16][1240/2689] lr: 6.000e-03, eta: 5:57:48, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.4886, loss: 1.4886, grad_norm: 2.2171 2021-12-03 10:40:57,116 - mmaction - INFO - Epoch [16][1260/2689] lr: 6.000e-03, eta: 5:57:24, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.5216, loss: 1.5216, grad_norm: 2.1935 2021-12-03 10:41:21,349 - mmaction - INFO - Epoch [16][1280/2689] lr: 6.000e-03, eta: 5:56:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8484, loss_cls: 1.4435, loss: 1.4435, grad_norm: 2.1641 2021-12-03 10:41:45,597 - mmaction - INFO - Epoch [16][1300/2689] lr: 6.000e-03, eta: 5:56:35, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8328, loss_cls: 1.4982, loss: 1.4982, grad_norm: 2.2476 2021-12-03 10:42:09,855 - mmaction - INFO - Epoch [16][1320/2689] lr: 6.000e-03, eta: 5:56:10, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.5425, loss: 1.5425, grad_norm: 2.1757 2021-12-03 10:42:34,098 - mmaction - INFO - Epoch [16][1340/2689] lr: 6.000e-03, eta: 5:55:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8703, loss_cls: 1.4037, loss: 1.4037, grad_norm: 2.2597 2021-12-03 10:42:58,323 - mmaction - INFO - Epoch [16][1360/2689] lr: 6.000e-03, eta: 5:55:21, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.4702, loss: 1.4702, grad_norm: 2.2008 2021-12-03 10:43:22,546 - mmaction - INFO - Epoch [16][1380/2689] lr: 6.000e-03, eta: 5:54:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8547, loss_cls: 1.4585, loss: 1.4585, grad_norm: 2.2477 2021-12-03 10:43:46,802 - mmaction - INFO - Epoch [16][1400/2689] lr: 6.000e-03, eta: 5:54:32, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5042, loss: 1.5042, grad_norm: 2.1785 2021-12-03 10:44:11,058 - mmaction - INFO - Epoch [16][1420/2689] lr: 6.000e-03, eta: 5:54:08, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4168, loss: 1.4168, grad_norm: 2.1420 2021-12-03 10:44:35,309 - mmaction - INFO - Epoch [16][1440/2689] lr: 6.000e-03, eta: 5:53:43, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.5748, loss: 1.5748, grad_norm: 2.2344 2021-12-03 10:44:59,518 - mmaction - INFO - Epoch [16][1460/2689] lr: 6.000e-03, eta: 5:53:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8734, loss_cls: 1.3877, loss: 1.3877, grad_norm: 2.1539 2021-12-03 10:45:23,745 - mmaction - INFO - Epoch [16][1480/2689] lr: 6.000e-03, eta: 5:52:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8781, loss_cls: 1.3776, loss: 1.3776, grad_norm: 2.2556 2021-12-03 10:45:47,951 - mmaction - INFO - Epoch [16][1500/2689] lr: 6.000e-03, eta: 5:52:30, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.3609, loss: 1.3609, grad_norm: 2.3071 2021-12-03 10:46:12,145 - mmaction - INFO - Epoch [16][1520/2689] lr: 6.000e-03, eta: 5:52:05, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8500, loss_cls: 1.4875, loss: 1.4875, grad_norm: 2.2197 2021-12-03 10:46:36,363 - mmaction - INFO - Epoch [16][1540/2689] lr: 6.000e-03, eta: 5:51:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8375, loss_cls: 1.5065, loss: 1.5065, grad_norm: 2.3274 2021-12-03 10:47:00,542 - mmaction - INFO - Epoch [16][1560/2689] lr: 6.000e-03, eta: 5:51:16, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8562, loss_cls: 1.3961, loss: 1.3961, grad_norm: 2.2073 2021-12-03 10:47:24,726 - mmaction - INFO - Epoch [16][1580/2689] lr: 6.000e-03, eta: 5:50:52, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8469, loss_cls: 1.4807, loss: 1.4807, grad_norm: 2.2447 2021-12-03 10:47:48,904 - mmaction - INFO - Epoch [16][1600/2689] lr: 6.000e-03, eta: 5:50:27, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3349, loss: 1.3349, grad_norm: 2.1364 2021-12-03 10:48:13,106 - mmaction - INFO - Epoch [16][1620/2689] lr: 6.000e-03, eta: 5:50:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3708, loss: 1.3708, grad_norm: 2.2205 2021-12-03 10:48:37,284 - mmaction - INFO - Epoch [16][1640/2689] lr: 6.000e-03, eta: 5:49:38, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4122, loss: 1.4122, grad_norm: 2.1603 2021-12-03 10:49:01,450 - mmaction - INFO - Epoch [16][1660/2689] lr: 6.000e-03, eta: 5:49:14, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3988, loss: 1.3988, grad_norm: 2.2316 2021-12-03 10:49:25,636 - mmaction - INFO - Epoch [16][1680/2689] lr: 6.000e-03, eta: 5:48:49, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.3446, loss: 1.3446, grad_norm: 2.1510 2021-12-03 10:49:49,829 - mmaction - INFO - Epoch [16][1700/2689] lr: 6.000e-03, eta: 5:48:25, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8484, loss_cls: 1.4580, loss: 1.4580, grad_norm: 2.3029 2021-12-03 10:50:14,025 - mmaction - INFO - Epoch [16][1720/2689] lr: 6.000e-03, eta: 5:48:00, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.4640, loss: 1.4640, grad_norm: 2.1862 2021-12-03 10:50:38,216 - mmaction - INFO - Epoch [16][1740/2689] lr: 6.000e-03, eta: 5:47:36, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8484, loss_cls: 1.4720, loss: 1.4720, grad_norm: 2.2922 2021-12-03 10:51:02,420 - mmaction - INFO - Epoch [16][1760/2689] lr: 6.000e-03, eta: 5:47:11, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3151, loss: 1.3151, grad_norm: 2.1259 2021-12-03 10:51:26,628 - mmaction - INFO - Epoch [16][1780/2689] lr: 6.000e-03, eta: 5:46:47, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8641, loss_cls: 1.4240, loss: 1.4240, grad_norm: 2.2932 2021-12-03 10:51:50,849 - mmaction - INFO - Epoch [16][1800/2689] lr: 6.000e-03, eta: 5:46:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8594, loss_cls: 1.4229, loss: 1.4229, grad_norm: 2.2620 2021-12-03 10:52:15,057 - mmaction - INFO - Epoch [16][1820/2689] lr: 6.000e-03, eta: 5:45:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8641, loss_cls: 1.3875, loss: 1.3875, grad_norm: 2.2697 2021-12-03 10:52:39,263 - mmaction - INFO - Epoch [16][1840/2689] lr: 6.000e-03, eta: 5:45:33, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8578, loss_cls: 1.4235, loss: 1.4235, grad_norm: 2.3255 2021-12-03 10:53:03,473 - mmaction - INFO - Epoch [16][1860/2689] lr: 6.000e-03, eta: 5:45:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8484, loss_cls: 1.4280, loss: 1.4280, grad_norm: 2.3004 2021-12-03 10:53:27,680 - mmaction - INFO - Epoch [16][1880/2689] lr: 6.000e-03, eta: 5:44:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8531, loss_cls: 1.4860, loss: 1.4860, grad_norm: 2.1421 2021-12-03 10:53:51,923 - mmaction - INFO - Epoch [16][1900/2689] lr: 6.000e-03, eta: 5:44:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8516, loss_cls: 1.4603, loss: 1.4603, grad_norm: 2.3237 2021-12-03 10:54:16,142 - mmaction - INFO - Epoch [16][1920/2689] lr: 6.000e-03, eta: 5:43:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3267, loss: 1.3267, grad_norm: 2.1430 2021-12-03 10:54:40,365 - mmaction - INFO - Epoch [16][1940/2689] lr: 6.000e-03, eta: 5:43:31, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8625, loss_cls: 1.3887, loss: 1.3887, grad_norm: 2.1157 2021-12-03 10:55:04,607 - mmaction - INFO - Epoch [16][1960/2689] lr: 6.000e-03, eta: 5:43:06, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8313, loss_cls: 1.5105, loss: 1.5105, grad_norm: 2.2066 2021-12-03 10:55:28,830 - mmaction - INFO - Epoch [16][1980/2689] lr: 6.000e-03, eta: 5:42:42, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8641, loss_cls: 1.4278, loss: 1.4278, grad_norm: 2.3229 2021-12-03 10:55:53,019 - mmaction - INFO - Epoch [16][2000/2689] lr: 6.000e-03, eta: 5:42:17, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.3989, loss: 1.3989, grad_norm: 2.1300 2021-12-03 10:56:17,253 - mmaction - INFO - Epoch [16][2020/2689] lr: 6.000e-03, eta: 5:41:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3985, loss: 1.3985, grad_norm: 2.2454 2021-12-03 10:56:41,508 - mmaction - INFO - Epoch [16][2040/2689] lr: 6.000e-03, eta: 5:41:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8531, loss_cls: 1.3767, loss: 1.3767, grad_norm: 2.2055 2021-12-03 10:57:05,769 - mmaction - INFO - Epoch [16][2060/2689] lr: 6.000e-03, eta: 5:41:04, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2279, loss: 1.2279, grad_norm: 2.1882 2021-12-03 10:57:30,015 - mmaction - INFO - Epoch [16][2080/2689] lr: 6.000e-03, eta: 5:40:39, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3847, loss: 1.3847, grad_norm: 2.2435 2021-12-03 10:57:54,246 - mmaction - INFO - Epoch [16][2100/2689] lr: 6.000e-03, eta: 5:40:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8703, loss_cls: 1.3278, loss: 1.3278, grad_norm: 2.3035 2021-12-03 10:58:18,459 - mmaction - INFO - Epoch [16][2120/2689] lr: 6.000e-03, eta: 5:39:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8562, loss_cls: 1.4109, loss: 1.4109, grad_norm: 2.1915 2021-12-03 10:58:42,675 - mmaction - INFO - Epoch [16][2140/2689] lr: 6.000e-03, eta: 5:39:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.5859, top5_acc: 0.8266, loss_cls: 1.5666, loss: 1.5666, grad_norm: 2.3085 2021-12-03 10:59:06,922 - mmaction - INFO - Epoch [16][2160/2689] lr: 6.000e-03, eta: 5:39:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.6123, loss: 1.6123, grad_norm: 2.3936 2021-12-03 10:59:31,150 - mmaction - INFO - Epoch [16][2180/2689] lr: 6.000e-03, eta: 5:38:37, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.3421, loss: 1.3421, grad_norm: 2.1110 2021-12-03 10:59:55,383 - mmaction - INFO - Epoch [16][2200/2689] lr: 6.000e-03, eta: 5:38:12, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.4328, loss: 1.4328, grad_norm: 2.2270 2021-12-03 11:00:19,620 - mmaction - INFO - Epoch [16][2220/2689] lr: 6.000e-03, eta: 5:37:48, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8484, loss_cls: 1.3986, loss: 1.3986, grad_norm: 2.2695 2021-12-03 11:00:43,859 - mmaction - INFO - Epoch [16][2240/2689] lr: 6.000e-03, eta: 5:37:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8672, loss_cls: 1.3993, loss: 1.3993, grad_norm: 2.2839 2021-12-03 11:01:08,106 - mmaction - INFO - Epoch [16][2260/2689] lr: 6.000e-03, eta: 5:36:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8609, loss_cls: 1.3651, loss: 1.3651, grad_norm: 2.2981 2021-12-03 11:01:32,346 - mmaction - INFO - Epoch [16][2280/2689] lr: 6.000e-03, eta: 5:36:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.5004, loss: 1.5004, grad_norm: 2.2407 2021-12-03 11:01:56,570 - mmaction - INFO - Epoch [16][2300/2689] lr: 6.000e-03, eta: 5:36:10, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8766, loss_cls: 1.2772, loss: 1.2772, grad_norm: 2.1626 2021-12-03 11:02:20,786 - mmaction - INFO - Epoch [16][2320/2689] lr: 6.000e-03, eta: 5:35:45, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5012, loss: 1.5012, grad_norm: 2.3967 2021-12-03 11:02:44,990 - mmaction - INFO - Epoch [16][2340/2689] lr: 6.000e-03, eta: 5:35:21, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8656, loss_cls: 1.3410, loss: 1.3410, grad_norm: 2.2942 2021-12-03 11:03:09,184 - mmaction - INFO - Epoch [16][2360/2689] lr: 6.000e-03, eta: 5:34:56, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8609, loss_cls: 1.4161, loss: 1.4161, grad_norm: 2.3548 2021-12-03 11:03:33,396 - mmaction - INFO - Epoch [16][2380/2689] lr: 6.000e-03, eta: 5:34:32, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4130, loss: 1.4130, grad_norm: 2.2566 2021-12-03 11:03:57,596 - mmaction - INFO - Epoch [16][2400/2689] lr: 6.000e-03, eta: 5:34:07, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8500, loss_cls: 1.4719, loss: 1.4719, grad_norm: 2.3269 2021-12-03 11:04:21,802 - mmaction - INFO - Epoch [16][2420/2689] lr: 6.000e-03, eta: 5:33:43, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8547, loss_cls: 1.4831, loss: 1.4831, grad_norm: 2.3260 2021-12-03 11:04:46,006 - mmaction - INFO - Epoch [16][2440/2689] lr: 6.000e-03, eta: 5:33:18, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.4931, loss: 1.4931, grad_norm: 2.2645 2021-12-03 11:05:10,181 - mmaction - INFO - Epoch [16][2460/2689] lr: 6.000e-03, eta: 5:32:54, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8734, loss_cls: 1.3414, loss: 1.3414, grad_norm: 2.1181 2021-12-03 11:05:34,407 - mmaction - INFO - Epoch [16][2480/2689] lr: 6.000e-03, eta: 5:32:30, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2817, loss: 1.2817, grad_norm: 2.1553 2021-12-03 11:05:58,600 - mmaction - INFO - Epoch [16][2500/2689] lr: 6.000e-03, eta: 5:32:05, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.3910, loss: 1.3910, grad_norm: 2.2887 2021-12-03 11:06:22,779 - mmaction - INFO - Epoch [16][2520/2689] lr: 6.000e-03, eta: 5:31:40, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8359, loss_cls: 1.4892, loss: 1.4892, grad_norm: 2.2722 2021-12-03 11:06:47,011 - mmaction - INFO - Epoch [16][2540/2689] lr: 6.000e-03, eta: 5:31:16, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3031, loss: 1.3031, grad_norm: 2.0973 2021-12-03 11:07:11,214 - mmaction - INFO - Epoch [16][2560/2689] lr: 6.000e-03, eta: 5:30:52, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.4415, loss: 1.4415, grad_norm: 2.2018 2021-12-03 11:07:35,384 - mmaction - INFO - Epoch [16][2580/2689] lr: 6.000e-03, eta: 5:30:27, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8703, loss_cls: 1.3694, loss: 1.3694, grad_norm: 2.1374 2021-12-03 11:07:59,559 - mmaction - INFO - Epoch [16][2600/2689] lr: 6.000e-03, eta: 5:30:03, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3455, loss: 1.3455, grad_norm: 2.1474 2021-12-03 11:08:23,740 - mmaction - INFO - Epoch [16][2620/2689] lr: 6.000e-03, eta: 5:29:38, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.4392, loss: 1.4392, grad_norm: 2.2847 2021-12-03 11:08:47,934 - mmaction - INFO - Epoch [16][2640/2689] lr: 6.000e-03, eta: 5:29:14, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8734, loss_cls: 1.3652, loss: 1.3652, grad_norm: 2.2089 2021-12-03 11:09:12,153 - mmaction - INFO - Epoch [16][2660/2689] lr: 6.000e-03, eta: 5:28:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8547, loss_cls: 1.3882, loss: 1.3882, grad_norm: 2.2775 2021-12-03 11:09:36,336 - mmaction - INFO - Epoch [16][2680/2689] lr: 6.000e-03, eta: 5:28:25, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8656, loss_cls: 1.3730, loss: 1.3730, grad_norm: 2.2862 2021-12-03 11:09:47,649 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-12-03 11:10:47,097 - mmaction - INFO - Epoch [17][20/2689] lr: 6.000e-03, eta: 5:27:58, time: 2.902, data_time: 1.696, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8734, loss_cls: 1.2526, loss: 1.2526, grad_norm: 2.0986 2021-12-03 11:11:11,142 - mmaction - INFO - Epoch [17][40/2689] lr: 6.000e-03, eta: 5:27:33, time: 1.202, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3659, loss: 1.3659, grad_norm: 2.2086 2021-12-03 11:11:35,258 - mmaction - INFO - Epoch [17][60/2689] lr: 6.000e-03, eta: 5:27:08, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8469, loss_cls: 1.4604, loss: 1.4604, grad_norm: 2.3051 2021-12-03 11:11:59,411 - mmaction - INFO - Epoch [17][80/2689] lr: 6.000e-03, eta: 5:26:44, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8531, loss_cls: 1.4212, loss: 1.4212, grad_norm: 2.3393 2021-12-03 11:12:23,613 - mmaction - INFO - Epoch [17][100/2689] lr: 6.000e-03, eta: 5:26:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4232, loss: 1.4232, grad_norm: 2.3227 2021-12-03 11:12:47,812 - mmaction - INFO - Epoch [17][120/2689] lr: 6.000e-03, eta: 5:25:55, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.3588, loss: 1.3588, grad_norm: 2.2651 2021-12-03 11:13:12,025 - mmaction - INFO - Epoch [17][140/2689] lr: 6.000e-03, eta: 5:25:30, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.2980, loss: 1.2980, grad_norm: 2.1814 2021-12-03 11:13:36,236 - mmaction - INFO - Epoch [17][160/2689] lr: 6.000e-03, eta: 5:25:06, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8578, loss_cls: 1.4049, loss: 1.4049, grad_norm: 2.2533 2021-12-03 11:14:00,491 - mmaction - INFO - Epoch [17][180/2689] lr: 6.000e-03, eta: 5:24:41, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.3819, loss: 1.3819, grad_norm: 2.1928 2021-12-03 11:14:24,733 - mmaction - INFO - Epoch [17][200/2689] lr: 6.000e-03, eta: 5:24:17, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8531, loss_cls: 1.4479, loss: 1.4479, grad_norm: 2.3036 2021-12-03 11:14:48,963 - mmaction - INFO - Epoch [17][220/2689] lr: 6.000e-03, eta: 5:23:52, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8656, loss_cls: 1.4130, loss: 1.4130, grad_norm: 2.2644 2021-12-03 11:15:13,201 - mmaction - INFO - Epoch [17][240/2689] lr: 6.000e-03, eta: 5:23:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8828, loss_cls: 1.3459, loss: 1.3459, grad_norm: 2.2016 2021-12-03 11:15:37,409 - mmaction - INFO - Epoch [17][260/2689] lr: 6.000e-03, eta: 5:23:04, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8672, loss_cls: 1.3850, loss: 1.3850, grad_norm: 2.2520 2021-12-03 11:16:01,658 - mmaction - INFO - Epoch [17][280/2689] lr: 6.000e-03, eta: 5:22:39, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8828, loss_cls: 1.2753, loss: 1.2753, grad_norm: 2.1207 2021-12-03 11:16:25,897 - mmaction - INFO - Epoch [17][300/2689] lr: 6.000e-03, eta: 5:22:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.4655, loss: 1.4655, grad_norm: 2.2657 2021-12-03 11:16:50,131 - mmaction - INFO - Epoch [17][320/2689] lr: 6.000e-03, eta: 5:21:50, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3393, loss: 1.3393, grad_norm: 2.1818 2021-12-03 11:17:14,403 - mmaction - INFO - Epoch [17][340/2689] lr: 6.000e-03, eta: 5:21:26, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3283, loss: 1.3283, grad_norm: 2.1468 2021-12-03 11:17:38,642 - mmaction - INFO - Epoch [17][360/2689] lr: 6.000e-03, eta: 5:21:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3035, loss: 1.3035, grad_norm: 2.2974 2021-12-03 11:18:02,879 - mmaction - INFO - Epoch [17][380/2689] lr: 6.000e-03, eta: 5:20:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.3472, loss: 1.3472, grad_norm: 2.1768 2021-12-03 11:18:27,105 - mmaction - INFO - Epoch [17][400/2689] lr: 6.000e-03, eta: 5:20:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.3162, loss: 1.3162, grad_norm: 2.2433 2021-12-03 11:18:51,299 - mmaction - INFO - Epoch [17][420/2689] lr: 6.000e-03, eta: 5:19:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.4186, loss: 1.4186, grad_norm: 2.3754 2021-12-03 11:19:15,528 - mmaction - INFO - Epoch [17][440/2689] lr: 6.000e-03, eta: 5:19:23, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8844, loss_cls: 1.2740, loss: 1.2740, grad_norm: 2.2435 2021-12-03 11:19:39,766 - mmaction - INFO - Epoch [17][460/2689] lr: 6.000e-03, eta: 5:18:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.4361, loss: 1.4361, grad_norm: 2.2954 2021-12-03 11:20:03,994 - mmaction - INFO - Epoch [17][480/2689] lr: 6.000e-03, eta: 5:18:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.5557, loss: 1.5557, grad_norm: 2.3913 2021-12-03 11:20:28,174 - mmaction - INFO - Epoch [17][500/2689] lr: 6.000e-03, eta: 5:18:10, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8500, loss_cls: 1.4359, loss: 1.4359, grad_norm: 2.3196 2021-12-03 11:20:52,384 - mmaction - INFO - Epoch [17][520/2689] lr: 6.000e-03, eta: 5:17:45, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8594, loss_cls: 1.4409, loss: 1.4409, grad_norm: 2.2875 2021-12-03 11:21:16,563 - mmaction - INFO - Epoch [17][540/2689] lr: 6.000e-03, eta: 5:17:21, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8578, loss_cls: 1.3994, loss: 1.3994, grad_norm: 2.2043 2021-12-03 11:21:40,768 - mmaction - INFO - Epoch [17][560/2689] lr: 6.000e-03, eta: 5:16:56, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.3786, loss: 1.3786, grad_norm: 2.2526 2021-12-03 11:22:04,956 - mmaction - INFO - Epoch [17][580/2689] lr: 6.000e-03, eta: 5:16:32, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.5085, loss: 1.5085, grad_norm: 2.3229 2021-12-03 11:22:29,149 - mmaction - INFO - Epoch [17][600/2689] lr: 6.000e-03, eta: 5:16:07, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8500, loss_cls: 1.4609, loss: 1.4609, grad_norm: 2.3672 2021-12-03 11:22:53,323 - mmaction - INFO - Epoch [17][620/2689] lr: 6.000e-03, eta: 5:15:43, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8734, loss_cls: 1.3548, loss: 1.3548, grad_norm: 2.2382 2021-12-03 11:23:17,512 - mmaction - INFO - Epoch [17][640/2689] lr: 6.000e-03, eta: 5:15:18, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3178, loss: 1.3178, grad_norm: 2.2020 2021-12-03 11:23:41,700 - mmaction - INFO - Epoch [17][660/2689] lr: 6.000e-03, eta: 5:14:54, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4005, loss: 1.4005, grad_norm: 2.2460 2021-12-03 11:24:05,883 - mmaction - INFO - Epoch [17][680/2689] lr: 6.000e-03, eta: 5:14:29, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8359, loss_cls: 1.5461, loss: 1.5461, grad_norm: 2.3436 2021-12-03 11:24:30,067 - mmaction - INFO - Epoch [17][700/2689] lr: 6.000e-03, eta: 5:14:05, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8469, loss_cls: 1.4460, loss: 1.4460, grad_norm: 2.2736 2021-12-03 11:24:54,251 - mmaction - INFO - Epoch [17][720/2689] lr: 6.000e-03, eta: 5:13:40, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8531, loss_cls: 1.4802, loss: 1.4802, grad_norm: 2.2988 2021-12-03 11:25:18,429 - mmaction - INFO - Epoch [17][740/2689] lr: 6.000e-03, eta: 5:13:16, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8438, loss_cls: 1.5197, loss: 1.5197, grad_norm: 2.3054 2021-12-03 11:25:42,611 - mmaction - INFO - Epoch [17][760/2689] lr: 6.000e-03, eta: 5:12:51, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8406, loss_cls: 1.4630, loss: 1.4630, grad_norm: 2.2586 2021-12-03 11:26:06,801 - mmaction - INFO - Epoch [17][780/2689] lr: 6.000e-03, eta: 5:12:27, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8656, loss_cls: 1.3469, loss: 1.3469, grad_norm: 2.1840 2021-12-03 11:26:30,996 - mmaction - INFO - Epoch [17][800/2689] lr: 6.000e-03, eta: 5:12:02, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8547, loss_cls: 1.4854, loss: 1.4854, grad_norm: 2.3549 2021-12-03 11:26:55,207 - mmaction - INFO - Epoch [17][820/2689] lr: 6.000e-03, eta: 5:11:38, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8672, loss_cls: 1.3337, loss: 1.3337, grad_norm: 2.1292 2021-12-03 11:27:19,409 - mmaction - INFO - Epoch [17][840/2689] lr: 6.000e-03, eta: 5:11:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8688, loss_cls: 1.4014, loss: 1.4014, grad_norm: 2.3455 2021-12-03 11:27:43,626 - mmaction - INFO - Epoch [17][860/2689] lr: 6.000e-03, eta: 5:10:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8734, loss_cls: 1.2772, loss: 1.2772, grad_norm: 2.1759 2021-12-03 11:28:07,845 - mmaction - INFO - Epoch [17][880/2689] lr: 6.000e-03, eta: 5:10:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8688, loss_cls: 1.3437, loss: 1.3437, grad_norm: 2.2295 2021-12-03 11:28:32,049 - mmaction - INFO - Epoch [17][900/2689] lr: 6.000e-03, eta: 5:10:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4518, loss: 1.4518, grad_norm: 2.2837 2021-12-03 11:28:56,251 - mmaction - INFO - Epoch [17][920/2689] lr: 6.000e-03, eta: 5:09:35, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8453, loss_cls: 1.4450, loss: 1.4450, grad_norm: 2.2598 2021-12-03 11:29:20,458 - mmaction - INFO - Epoch [17][940/2689] lr: 6.000e-03, eta: 5:09:11, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.3367, loss: 1.3367, grad_norm: 2.2481 2021-12-03 11:29:44,692 - mmaction - INFO - Epoch [17][960/2689] lr: 6.000e-03, eta: 5:08:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8672, loss_cls: 1.3112, loss: 1.3112, grad_norm: 2.1413 2021-12-03 11:30:08,917 - mmaction - INFO - Epoch [17][980/2689] lr: 6.000e-03, eta: 5:08:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8625, loss_cls: 1.4439, loss: 1.4439, grad_norm: 2.3133 2021-12-03 11:30:33,121 - mmaction - INFO - Epoch [17][1000/2689] lr: 6.000e-03, eta: 5:07:57, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.3119, loss: 1.3119, grad_norm: 2.1831 2021-12-03 11:30:57,364 - mmaction - INFO - Epoch [17][1020/2689] lr: 6.000e-03, eta: 5:07:33, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4065, loss: 1.4065, grad_norm: 2.2140 2021-12-03 11:31:21,602 - mmaction - INFO - Epoch [17][1040/2689] lr: 6.000e-03, eta: 5:07:08, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8531, loss_cls: 1.4037, loss: 1.4037, grad_norm: 2.2751 2021-12-03 11:31:45,845 - mmaction - INFO - Epoch [17][1060/2689] lr: 6.000e-03, eta: 5:06:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.3643, loss: 1.3643, grad_norm: 2.2650 2021-12-03 11:32:10,109 - mmaction - INFO - Epoch [17][1080/2689] lr: 6.000e-03, eta: 5:06:19, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8375, loss_cls: 1.4258, loss: 1.4258, grad_norm: 2.3666 2021-12-03 11:32:34,362 - mmaction - INFO - Epoch [17][1100/2689] lr: 6.000e-03, eta: 5:05:55, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8578, loss_cls: 1.3689, loss: 1.3689, grad_norm: 2.2921 2021-12-03 11:32:58,610 - mmaction - INFO - Epoch [17][1120/2689] lr: 6.000e-03, eta: 5:05:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3077, loss: 1.3077, grad_norm: 2.2045 2021-12-03 11:33:22,873 - mmaction - INFO - Epoch [17][1140/2689] lr: 6.000e-03, eta: 5:05:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8703, loss_cls: 1.3407, loss: 1.3407, grad_norm: 2.2503 2021-12-03 11:33:47,118 - mmaction - INFO - Epoch [17][1160/2689] lr: 6.000e-03, eta: 5:04:41, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8562, loss_cls: 1.4139, loss: 1.4139, grad_norm: 2.3359 2021-12-03 11:34:11,350 - mmaction - INFO - Epoch [17][1180/2689] lr: 6.000e-03, eta: 5:04:17, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8484, loss_cls: 1.4750, loss: 1.4750, grad_norm: 2.3409 2021-12-03 11:34:35,598 - mmaction - INFO - Epoch [17][1200/2689] lr: 6.000e-03, eta: 5:03:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8391, loss_cls: 1.5184, loss: 1.5184, grad_norm: 2.3581 2021-12-03 11:34:59,853 - mmaction - INFO - Epoch [17][1220/2689] lr: 6.000e-03, eta: 5:03:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3598, loss: 1.3598, grad_norm: 2.2264 2021-12-03 11:35:24,105 - mmaction - INFO - Epoch [17][1240/2689] lr: 6.000e-03, eta: 5:03:03, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8828, loss_cls: 1.3675, loss: 1.3675, grad_norm: 2.3546 2021-12-03 11:35:48,336 - mmaction - INFO - Epoch [17][1260/2689] lr: 6.000e-03, eta: 5:02:39, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8766, loss_cls: 1.3729, loss: 1.3729, grad_norm: 2.2384 2021-12-03 11:36:12,546 - mmaction - INFO - Epoch [17][1280/2689] lr: 6.000e-03, eta: 5:02:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8594, loss_cls: 1.3343, loss: 1.3343, grad_norm: 2.2479 2021-12-03 11:36:36,775 - mmaction - INFO - Epoch [17][1300/2689] lr: 6.000e-03, eta: 5:01:50, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3807, loss: 1.3807, grad_norm: 2.2277 2021-12-03 11:37:00,996 - mmaction - INFO - Epoch [17][1320/2689] lr: 6.000e-03, eta: 5:01:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8625, loss_cls: 1.4085, loss: 1.4085, grad_norm: 2.3515 2021-12-03 11:37:25,211 - mmaction - INFO - Epoch [17][1340/2689] lr: 6.000e-03, eta: 5:01:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.4689, loss: 1.4689, grad_norm: 2.3553 2021-12-03 11:37:49,410 - mmaction - INFO - Epoch [17][1360/2689] lr: 6.000e-03, eta: 5:00:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.4873, loss: 1.4873, grad_norm: 2.4947 2021-12-03 11:38:13,618 - mmaction - INFO - Epoch [17][1380/2689] lr: 6.000e-03, eta: 5:00:12, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8641, loss_cls: 1.3054, loss: 1.3054, grad_norm: 2.2552 2021-12-03 11:38:37,819 - mmaction - INFO - Epoch [17][1400/2689] lr: 6.000e-03, eta: 4:59:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.3456, loss: 1.3456, grad_norm: 2.2951 2021-12-03 11:39:02,015 - mmaction - INFO - Epoch [17][1420/2689] lr: 6.000e-03, eta: 4:59:23, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8656, loss_cls: 1.3732, loss: 1.3732, grad_norm: 2.2866 2021-12-03 11:39:26,208 - mmaction - INFO - Epoch [17][1440/2689] lr: 6.000e-03, eta: 4:58:59, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8703, loss_cls: 1.3372, loss: 1.3372, grad_norm: 2.2724 2021-12-03 11:39:50,376 - mmaction - INFO - Epoch [17][1460/2689] lr: 6.000e-03, eta: 4:58:34, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8688, loss_cls: 1.2973, loss: 1.2973, grad_norm: 2.3511 2021-12-03 11:40:14,573 - mmaction - INFO - Epoch [17][1480/2689] lr: 6.000e-03, eta: 4:58:10, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.3283, loss: 1.3283, grad_norm: 2.2686 2021-12-03 11:40:38,764 - mmaction - INFO - Epoch [17][1500/2689] lr: 6.000e-03, eta: 4:57:45, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.3817, loss: 1.3817, grad_norm: 2.3480 2021-12-03 11:41:02,968 - mmaction - INFO - Epoch [17][1520/2689] lr: 6.000e-03, eta: 4:57:21, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3586, loss: 1.3586, grad_norm: 2.3722 2021-12-03 11:41:27,165 - mmaction - INFO - Epoch [17][1540/2689] lr: 6.000e-03, eta: 4:56:56, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8516, loss_cls: 1.4333, loss: 1.4333, grad_norm: 2.3270 2021-12-03 11:41:51,344 - mmaction - INFO - Epoch [17][1560/2689] lr: 6.000e-03, eta: 4:56:32, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8578, loss_cls: 1.3748, loss: 1.3748, grad_norm: 2.2551 2021-12-03 11:42:15,506 - mmaction - INFO - Epoch [17][1580/2689] lr: 6.000e-03, eta: 4:56:07, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8562, loss_cls: 1.4365, loss: 1.4365, grad_norm: 2.3998 2021-12-03 11:42:39,698 - mmaction - INFO - Epoch [17][1600/2689] lr: 6.000e-03, eta: 4:55:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4449, loss: 1.4449, grad_norm: 2.3266 2021-12-03 11:43:03,863 - mmaction - INFO - Epoch [17][1620/2689] lr: 6.000e-03, eta: 4:55:18, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8891, loss_cls: 1.2107, loss: 1.2107, grad_norm: 2.0840 2021-12-03 11:43:28,057 - mmaction - INFO - Epoch [17][1640/2689] lr: 6.000e-03, eta: 4:54:54, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8828, loss_cls: 1.3150, loss: 1.3150, grad_norm: 2.2700 2021-12-03 11:43:52,261 - mmaction - INFO - Epoch [17][1660/2689] lr: 6.000e-03, eta: 4:54:29, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8562, loss_cls: 1.4104, loss: 1.4104, grad_norm: 2.3776 2021-12-03 11:44:16,472 - mmaction - INFO - Epoch [17][1680/2689] lr: 6.000e-03, eta: 4:54:05, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.3907, loss: 1.3907, grad_norm: 2.3427 2021-12-03 11:44:40,670 - mmaction - INFO - Epoch [17][1700/2689] lr: 6.000e-03, eta: 4:53:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8672, loss_cls: 1.3265, loss: 1.3265, grad_norm: 2.2221 2021-12-03 11:45:04,901 - mmaction - INFO - Epoch [17][1720/2689] lr: 6.000e-03, eta: 4:53:16, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8562, loss_cls: 1.4231, loss: 1.4231, grad_norm: 2.3530 2021-12-03 11:45:29,126 - mmaction - INFO - Epoch [17][1740/2689] lr: 6.000e-03, eta: 4:52:51, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.2888, loss: 1.2888, grad_norm: 2.2960 2021-12-03 11:45:53,343 - mmaction - INFO - Epoch [17][1760/2689] lr: 6.000e-03, eta: 4:52:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8875, loss_cls: 1.3382, loss: 1.3382, grad_norm: 2.3059 2021-12-03 11:46:17,544 - mmaction - INFO - Epoch [17][1780/2689] lr: 6.000e-03, eta: 4:52:02, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8766, loss_cls: 1.3628, loss: 1.3628, grad_norm: 2.2796 2021-12-03 11:46:41,771 - mmaction - INFO - Epoch [17][1800/2689] lr: 6.000e-03, eta: 4:51:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.4447, loss: 1.4447, grad_norm: 2.2084 2021-12-03 11:47:05,968 - mmaction - INFO - Epoch [17][1820/2689] lr: 6.000e-03, eta: 4:51:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8625, loss_cls: 1.4637, loss: 1.4637, grad_norm: 2.4010 2021-12-03 11:47:30,188 - mmaction - INFO - Epoch [17][1840/2689] lr: 6.000e-03, eta: 4:50:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.4412, loss: 1.4412, grad_norm: 2.2547 2021-12-03 11:47:54,406 - mmaction - INFO - Epoch [17][1860/2689] lr: 6.000e-03, eta: 4:50:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8844, loss_cls: 1.2419, loss: 1.2419, grad_norm: 2.2706 2021-12-03 11:48:18,607 - mmaction - INFO - Epoch [17][1880/2689] lr: 6.000e-03, eta: 4:50:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8844, loss_cls: 1.2962, loss: 1.2962, grad_norm: 2.2387 2021-12-03 11:48:42,843 - mmaction - INFO - Epoch [17][1900/2689] lr: 6.000e-03, eta: 4:49:35, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4561, loss: 1.4561, grad_norm: 2.4396 2021-12-03 11:49:07,070 - mmaction - INFO - Epoch [17][1920/2689] lr: 6.000e-03, eta: 4:49:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8734, loss_cls: 1.2740, loss: 1.2740, grad_norm: 2.1821 2021-12-03 11:49:31,315 - mmaction - INFO - Epoch [17][1940/2689] lr: 6.000e-03, eta: 4:48:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8641, loss_cls: 1.3805, loss: 1.3805, grad_norm: 2.3881 2021-12-03 11:49:55,558 - mmaction - INFO - Epoch [17][1960/2689] lr: 6.000e-03, eta: 4:48:22, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4186, loss: 1.4186, grad_norm: 2.3052 2021-12-03 11:50:19,778 - mmaction - INFO - Epoch [17][1980/2689] lr: 6.000e-03, eta: 4:47:58, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8906, loss_cls: 1.2399, loss: 1.2399, grad_norm: 2.1229 2021-12-03 11:50:44,008 - mmaction - INFO - Epoch [17][2000/2689] lr: 6.000e-03, eta: 4:47:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8766, loss_cls: 1.3618, loss: 1.3618, grad_norm: 2.3486 2021-12-03 11:51:08,253 - mmaction - INFO - Epoch [17][2020/2689] lr: 6.000e-03, eta: 4:47:09, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.3611, loss: 1.3611, grad_norm: 2.2392 2021-12-03 11:51:32,498 - mmaction - INFO - Epoch [17][2040/2689] lr: 6.000e-03, eta: 4:46:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8672, loss_cls: 1.3420, loss: 1.3420, grad_norm: 2.2642 2021-12-03 11:51:56,720 - mmaction - INFO - Epoch [17][2060/2689] lr: 6.000e-03, eta: 4:46:20, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.4803, loss: 1.4803, grad_norm: 2.3289 2021-12-03 11:52:20,932 - mmaction - INFO - Epoch [17][2080/2689] lr: 6.000e-03, eta: 4:45:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8672, loss_cls: 1.3632, loss: 1.3632, grad_norm: 2.3140 2021-12-03 11:52:45,153 - mmaction - INFO - Epoch [17][2100/2689] lr: 6.000e-03, eta: 4:45:31, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8578, loss_cls: 1.2923, loss: 1.2923, grad_norm: 2.1801 2021-12-03 11:53:09,372 - mmaction - INFO - Epoch [17][2120/2689] lr: 6.000e-03, eta: 4:45:06, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.2475, loss: 1.2475, grad_norm: 2.2005 2021-12-03 11:53:33,577 - mmaction - INFO - Epoch [17][2140/2689] lr: 6.000e-03, eta: 4:44:42, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4797, loss: 1.4797, grad_norm: 2.5128 2021-12-03 11:53:57,804 - mmaction - INFO - Epoch [17][2160/2689] lr: 6.000e-03, eta: 4:44:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.4434, loss: 1.4434, grad_norm: 2.3912 2021-12-03 11:54:22,003 - mmaction - INFO - Epoch [17][2180/2689] lr: 6.000e-03, eta: 4:43:53, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.4130, loss: 1.4130, grad_norm: 2.3456 2021-12-03 11:54:46,246 - mmaction - INFO - Epoch [17][2200/2689] lr: 6.000e-03, eta: 4:43:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8594, loss_cls: 1.4370, loss: 1.4370, grad_norm: 2.4694 2021-12-03 11:55:10,460 - mmaction - INFO - Epoch [17][2220/2689] lr: 6.000e-03, eta: 4:43:04, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8703, loss_cls: 1.4150, loss: 1.4150, grad_norm: 2.3994 2021-12-03 11:55:34,709 - mmaction - INFO - Epoch [17][2240/2689] lr: 6.000e-03, eta: 4:42:39, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4660, loss: 1.4660, grad_norm: 2.4335 2021-12-03 11:55:58,939 - mmaction - INFO - Epoch [17][2260/2689] lr: 6.000e-03, eta: 4:42:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4098, loss: 1.4098, grad_norm: 2.3991 2021-12-03 11:56:23,172 - mmaction - INFO - Epoch [17][2280/2689] lr: 6.000e-03, eta: 4:41:50, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.3820, loss: 1.3820, grad_norm: 2.2538 2021-12-03 11:56:47,431 - mmaction - INFO - Epoch [17][2300/2689] lr: 6.000e-03, eta: 4:41:26, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.4368, loss: 1.4368, grad_norm: 2.3700 2021-12-03 11:57:11,621 - mmaction - INFO - Epoch [17][2320/2689] lr: 6.000e-03, eta: 4:41:02, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8578, loss_cls: 1.3875, loss: 1.3875, grad_norm: 2.3551 2021-12-03 11:57:35,824 - mmaction - INFO - Epoch [17][2340/2689] lr: 6.000e-03, eta: 4:40:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4831, loss: 1.4831, grad_norm: 2.3375 2021-12-03 11:58:00,008 - mmaction - INFO - Epoch [17][2360/2689] lr: 6.000e-03, eta: 4:40:13, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.2980, loss: 1.2980, grad_norm: 2.2127 2021-12-03 11:58:24,206 - mmaction - INFO - Epoch [17][2380/2689] lr: 6.000e-03, eta: 4:39:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3366, loss: 1.3366, grad_norm: 2.2592 2021-12-03 11:58:48,399 - mmaction - INFO - Epoch [17][2400/2689] lr: 6.000e-03, eta: 4:39:24, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8781, loss_cls: 1.3604, loss: 1.3604, grad_norm: 2.3924 2021-12-03 11:59:12,595 - mmaction - INFO - Epoch [17][2420/2689] lr: 6.000e-03, eta: 4:38:59, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.3722, loss: 1.3722, grad_norm: 2.3277 2021-12-03 11:59:36,788 - mmaction - INFO - Epoch [17][2440/2689] lr: 6.000e-03, eta: 4:38:35, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8641, loss_cls: 1.3870, loss: 1.3870, grad_norm: 2.2450 2021-12-03 12:00:01,006 - mmaction - INFO - Epoch [17][2460/2689] lr: 6.000e-03, eta: 4:38:10, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2392, loss: 1.2392, grad_norm: 2.2402 2021-12-03 12:00:25,185 - mmaction - INFO - Epoch [17][2480/2689] lr: 6.000e-03, eta: 4:37:46, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.3252, loss: 1.3252, grad_norm: 2.2299 2021-12-03 12:00:49,364 - mmaction - INFO - Epoch [17][2500/2689] lr: 6.000e-03, eta: 4:37:21, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8609, loss_cls: 1.3829, loss: 1.3829, grad_norm: 2.2973 2021-12-03 12:01:13,542 - mmaction - INFO - Epoch [17][2520/2689] lr: 6.000e-03, eta: 4:36:57, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.4566, loss: 1.4566, grad_norm: 2.3582 2021-12-03 12:01:37,746 - mmaction - INFO - Epoch [17][2540/2689] lr: 6.000e-03, eta: 4:36:32, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2160, loss: 1.2160, grad_norm: 2.1375 2021-12-03 12:02:01,953 - mmaction - INFO - Epoch [17][2560/2689] lr: 6.000e-03, eta: 4:36:08, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4175, loss: 1.4175, grad_norm: 2.3896 2021-12-03 12:02:26,151 - mmaction - INFO - Epoch [17][2580/2689] lr: 6.000e-03, eta: 4:35:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8344, loss_cls: 1.5035, loss: 1.5035, grad_norm: 2.3431 2021-12-03 12:02:50,341 - mmaction - INFO - Epoch [17][2600/2689] lr: 6.000e-03, eta: 4:35:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3559, loss: 1.3559, grad_norm: 2.2545 2021-12-03 12:03:14,520 - mmaction - INFO - Epoch [17][2620/2689] lr: 6.000e-03, eta: 4:34:54, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8641, loss_cls: 1.3945, loss: 1.3945, grad_norm: 2.3482 2021-12-03 12:03:38,711 - mmaction - INFO - Epoch [17][2640/2689] lr: 6.000e-03, eta: 4:34:30, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8531, loss_cls: 1.4079, loss: 1.4079, grad_norm: 2.2234 2021-12-03 12:04:02,900 - mmaction - INFO - Epoch [17][2660/2689] lr: 6.000e-03, eta: 4:34:05, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3451, loss: 1.3451, grad_norm: 2.2494 2021-12-03 12:04:27,108 - mmaction - INFO - Epoch [17][2680/2689] lr: 6.000e-03, eta: 4:33:41, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8656, loss_cls: 1.3315, loss: 1.3315, grad_norm: 2.2694 2021-12-03 12:04:38,040 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-12-03 12:05:31,493 - mmaction - INFO - Epoch [18][20/2689] lr: 6.000e-03, eta: 4:33:10, time: 2.615, data_time: 1.400, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8828, loss_cls: 1.3121, loss: 1.3121, grad_norm: 2.2861 2021-12-03 12:05:55,577 - mmaction - INFO - Epoch [18][40/2689] lr: 6.000e-03, eta: 4:32:46, time: 1.204, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8625, loss_cls: 1.2545, loss: 1.2545, grad_norm: 2.0710 2021-12-03 12:06:19,740 - mmaction - INFO - Epoch [18][60/2689] lr: 6.000e-03, eta: 4:32:21, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8547, loss_cls: 1.3860, loss: 1.3860, grad_norm: 2.2786 2021-12-03 12:06:43,920 - mmaction - INFO - Epoch [18][80/2689] lr: 6.000e-03, eta: 4:31:57, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8562, loss_cls: 1.4689, loss: 1.4689, grad_norm: 2.3650 2021-12-03 12:07:08,105 - mmaction - INFO - Epoch [18][100/2689] lr: 6.000e-03, eta: 4:31:32, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.2850, loss: 1.2850, grad_norm: 2.2371 2021-12-03 12:07:32,313 - mmaction - INFO - Epoch [18][120/2689] lr: 6.000e-03, eta: 4:31:08, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4291, loss: 1.4291, grad_norm: 2.4127 2021-12-03 12:07:56,519 - mmaction - INFO - Epoch [18][140/2689] lr: 6.000e-03, eta: 4:30:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.3555, loss: 1.3555, grad_norm: 2.2676 2021-12-03 12:08:20,724 - mmaction - INFO - Epoch [18][160/2689] lr: 6.000e-03, eta: 4:30:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8656, loss_cls: 1.3902, loss: 1.3902, grad_norm: 2.3290 2021-12-03 12:08:44,931 - mmaction - INFO - Epoch [18][180/2689] lr: 6.000e-03, eta: 4:29:55, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.3782, loss: 1.3782, grad_norm: 2.3273 2021-12-03 12:09:09,135 - mmaction - INFO - Epoch [18][200/2689] lr: 6.000e-03, eta: 4:29:30, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8781, loss_cls: 1.2959, loss: 1.2959, grad_norm: 2.3017 2021-12-03 12:09:33,341 - mmaction - INFO - Epoch [18][220/2689] lr: 6.000e-03, eta: 4:29:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8641, loss_cls: 1.3528, loss: 1.3528, grad_norm: 2.4169 2021-12-03 12:09:57,552 - mmaction - INFO - Epoch [18][240/2689] lr: 6.000e-03, eta: 4:28:41, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2726, loss: 1.2726, grad_norm: 2.4203 2021-12-03 12:10:21,789 - mmaction - INFO - Epoch [18][260/2689] lr: 6.000e-03, eta: 4:28:17, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8797, loss_cls: 1.2277, loss: 1.2277, grad_norm: 2.1979 2021-12-03 12:10:46,062 - mmaction - INFO - Epoch [18][280/2689] lr: 6.000e-03, eta: 4:27:52, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4588, loss: 1.4588, grad_norm: 2.4562 2021-12-03 12:11:10,336 - mmaction - INFO - Epoch [18][300/2689] lr: 6.000e-03, eta: 4:27:28, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.4199, loss: 1.4199, grad_norm: 2.2885 2021-12-03 12:11:34,612 - mmaction - INFO - Epoch [18][320/2689] lr: 6.000e-03, eta: 4:27:03, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.4144, loss: 1.4144, grad_norm: 2.3291 2021-12-03 12:11:58,905 - mmaction - INFO - Epoch [18][340/2689] lr: 6.000e-03, eta: 4:26:39, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3032, loss: 1.3032, grad_norm: 2.2707 2021-12-03 12:12:23,185 - mmaction - INFO - Epoch [18][360/2689] lr: 6.000e-03, eta: 4:26:14, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.3639, loss: 1.3639, grad_norm: 2.3327 2021-12-03 12:12:47,462 - mmaction - INFO - Epoch [18][380/2689] lr: 6.000e-03, eta: 4:25:50, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.3387, loss: 1.3387, grad_norm: 2.3531 2021-12-03 12:13:11,728 - mmaction - INFO - Epoch [18][400/2689] lr: 6.000e-03, eta: 4:25:25, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.2758, loss: 1.2758, grad_norm: 2.2309 2021-12-03 12:13:35,999 - mmaction - INFO - Epoch [18][420/2689] lr: 6.000e-03, eta: 4:25:01, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8812, loss_cls: 1.2536, loss: 1.2536, grad_norm: 2.2694 2021-12-03 12:14:00,280 - mmaction - INFO - Epoch [18][440/2689] lr: 6.000e-03, eta: 4:24:37, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8828, loss_cls: 1.2965, loss: 1.2965, grad_norm: 2.2895 2021-12-03 12:14:24,559 - mmaction - INFO - Epoch [18][460/2689] lr: 6.000e-03, eta: 4:24:12, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8594, loss_cls: 1.3748, loss: 1.3748, grad_norm: 2.4123 2021-12-03 12:14:48,858 - mmaction - INFO - Epoch [18][480/2689] lr: 6.000e-03, eta: 4:23:48, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.4116, loss: 1.4116, grad_norm: 2.4740 2021-12-03 12:15:13,113 - mmaction - INFO - Epoch [18][500/2689] lr: 6.000e-03, eta: 4:23:23, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8516, loss_cls: 1.4883, loss: 1.4883, grad_norm: 2.5648 2021-12-03 12:15:37,412 - mmaction - INFO - Epoch [18][520/2689] lr: 6.000e-03, eta: 4:22:59, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8672, loss_cls: 1.3278, loss: 1.3278, grad_norm: 2.3276 2021-12-03 12:16:01,683 - mmaction - INFO - Epoch [18][540/2689] lr: 6.000e-03, eta: 4:22:34, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8766, loss_cls: 1.3498, loss: 1.3498, grad_norm: 2.2865 2021-12-03 12:16:25,934 - mmaction - INFO - Epoch [18][560/2689] lr: 6.000e-03, eta: 4:22:10, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.3793, loss: 1.3793, grad_norm: 2.4262 2021-12-03 12:16:50,176 - mmaction - INFO - Epoch [18][580/2689] lr: 6.000e-03, eta: 4:21:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8578, loss_cls: 1.3119, loss: 1.3119, grad_norm: 2.2679 2021-12-03 12:17:14,420 - mmaction - INFO - Epoch [18][600/2689] lr: 6.000e-03, eta: 4:21:21, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3409, loss: 1.3409, grad_norm: 2.3102 2021-12-03 12:17:38,684 - mmaction - INFO - Epoch [18][620/2689] lr: 6.000e-03, eta: 4:20:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3745, loss: 1.3745, grad_norm: 2.3017 2021-12-03 12:18:02,924 - mmaction - INFO - Epoch [18][640/2689] lr: 6.000e-03, eta: 4:20:32, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3134, loss: 1.3134, grad_norm: 2.2194 2021-12-03 12:18:27,166 - mmaction - INFO - Epoch [18][660/2689] lr: 6.000e-03, eta: 4:20:08, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8812, loss_cls: 1.2642, loss: 1.2642, grad_norm: 2.3678 2021-12-03 12:18:51,431 - mmaction - INFO - Epoch [18][680/2689] lr: 6.000e-03, eta: 4:19:43, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4310, loss: 1.4310, grad_norm: 2.4386 2021-12-03 12:19:15,635 - mmaction - INFO - Epoch [18][700/2689] lr: 6.000e-03, eta: 4:19:19, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3473, loss: 1.3473, grad_norm: 2.3462 2021-12-03 12:19:39,863 - mmaction - INFO - Epoch [18][720/2689] lr: 6.000e-03, eta: 4:18:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.2679, loss: 1.2679, grad_norm: 2.2957 2021-12-03 12:20:04,115 - mmaction - INFO - Epoch [18][740/2689] lr: 6.000e-03, eta: 4:18:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8609, loss_cls: 1.4135, loss: 1.4135, grad_norm: 2.5704 2021-12-03 12:20:28,355 - mmaction - INFO - Epoch [18][760/2689] lr: 6.000e-03, eta: 4:18:05, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.3811, loss: 1.3811, grad_norm: 2.3621 2021-12-03 12:20:52,586 - mmaction - INFO - Epoch [18][780/2689] lr: 6.000e-03, eta: 4:17:41, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8766, loss_cls: 1.2924, loss: 1.2924, grad_norm: 2.2682 2021-12-03 12:21:16,813 - mmaction - INFO - Epoch [18][800/2689] lr: 6.000e-03, eta: 4:17:16, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3865, loss: 1.3865, grad_norm: 2.4285 2021-12-03 12:21:41,069 - mmaction - INFO - Epoch [18][820/2689] lr: 6.000e-03, eta: 4:16:52, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8609, loss_cls: 1.3820, loss: 1.3820, grad_norm: 2.3978 2021-12-03 12:22:05,303 - mmaction - INFO - Epoch [18][840/2689] lr: 6.000e-03, eta: 4:16:27, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8766, loss_cls: 1.3125, loss: 1.3125, grad_norm: 2.4059 2021-12-03 12:22:29,535 - mmaction - INFO - Epoch [18][860/2689] lr: 6.000e-03, eta: 4:16:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.4225, loss: 1.4225, grad_norm: 2.3956 2021-12-03 12:22:53,773 - mmaction - INFO - Epoch [18][880/2689] lr: 6.000e-03, eta: 4:15:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.3900, loss: 1.3900, grad_norm: 2.4430 2021-12-03 12:23:18,020 - mmaction - INFO - Epoch [18][900/2689] lr: 6.000e-03, eta: 4:15:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.4107, loss: 1.4107, grad_norm: 2.3147 2021-12-03 12:23:42,260 - mmaction - INFO - Epoch [18][920/2689] lr: 6.000e-03, eta: 4:14:49, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.3683, loss: 1.3683, grad_norm: 2.4215 2021-12-03 12:24:06,481 - mmaction - INFO - Epoch [18][940/2689] lr: 6.000e-03, eta: 4:14:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1391, loss: 1.1391, grad_norm: 2.3352 2021-12-03 12:24:30,727 - mmaction - INFO - Epoch [18][960/2689] lr: 6.000e-03, eta: 4:14:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.3673, loss: 1.3673, grad_norm: 2.4010 2021-12-03 12:24:55,002 - mmaction - INFO - Epoch [18][980/2689] lr: 6.000e-03, eta: 4:13:36, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4160, loss: 1.4160, grad_norm: 2.4441 2021-12-03 12:25:19,254 - mmaction - INFO - Epoch [18][1000/2689] lr: 6.000e-03, eta: 4:13:12, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.2421, loss: 1.2421, grad_norm: 2.4220 2021-12-03 12:25:43,510 - mmaction - INFO - Epoch [18][1020/2689] lr: 6.000e-03, eta: 4:12:47, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.2697, loss: 1.2697, grad_norm: 2.1897 2021-12-03 12:26:07,753 - mmaction - INFO - Epoch [18][1040/2689] lr: 6.000e-03, eta: 4:12:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8672, loss_cls: 1.3326, loss: 1.3326, grad_norm: 2.3502 2021-12-03 12:26:31,998 - mmaction - INFO - Epoch [18][1060/2689] lr: 6.000e-03, eta: 4:11:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3707, loss: 1.3707, grad_norm: 2.3489 2021-12-03 12:26:56,249 - mmaction - INFO - Epoch [18][1080/2689] lr: 6.000e-03, eta: 4:11:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2447, loss: 1.2447, grad_norm: 2.2252 2021-12-03 12:27:20,514 - mmaction - INFO - Epoch [18][1100/2689] lr: 6.000e-03, eta: 4:11:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.3657, loss: 1.3657, grad_norm: 2.4168 2021-12-03 12:27:44,758 - mmaction - INFO - Epoch [18][1120/2689] lr: 6.000e-03, eta: 4:10:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8578, loss_cls: 1.4309, loss: 1.4309, grad_norm: 2.5495 2021-12-03 12:28:09,052 - mmaction - INFO - Epoch [18][1140/2689] lr: 6.000e-03, eta: 4:10:20, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.2784, loss: 1.2784, grad_norm: 2.2678 2021-12-03 12:28:33,300 - mmaction - INFO - Epoch [18][1160/2689] lr: 6.000e-03, eta: 4:09:56, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.3189, loss: 1.3189, grad_norm: 2.2913 2021-12-03 12:28:57,587 - mmaction - INFO - Epoch [18][1180/2689] lr: 6.000e-03, eta: 4:09:32, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3652, loss: 1.3652, grad_norm: 2.3585 2021-12-03 12:29:21,848 - mmaction - INFO - Epoch [18][1200/2689] lr: 6.000e-03, eta: 4:09:07, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3865, loss: 1.3865, grad_norm: 2.4297 2021-12-03 12:29:46,118 - mmaction - INFO - Epoch [18][1220/2689] lr: 6.000e-03, eta: 4:08:43, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3683, loss: 1.3683, grad_norm: 2.2857 2021-12-03 12:30:10,394 - mmaction - INFO - Epoch [18][1240/2689] lr: 6.000e-03, eta: 4:08:18, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3723, loss: 1.3723, grad_norm: 2.3718 2021-12-03 12:30:34,677 - mmaction - INFO - Epoch [18][1260/2689] lr: 6.000e-03, eta: 4:07:54, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8375, loss_cls: 1.5052, loss: 1.5052, grad_norm: 2.5148 2021-12-03 12:30:58,950 - mmaction - INFO - Epoch [18][1280/2689] lr: 6.000e-03, eta: 4:07:29, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8703, loss_cls: 1.3011, loss: 1.3011, grad_norm: 2.3948 2021-12-03 12:31:23,220 - mmaction - INFO - Epoch [18][1300/2689] lr: 6.000e-03, eta: 4:07:05, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3279, loss: 1.3279, grad_norm: 2.2704 2021-12-03 12:31:47,512 - mmaction - INFO - Epoch [18][1320/2689] lr: 6.000e-03, eta: 4:06:40, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8719, loss_cls: 1.2958, loss: 1.2958, grad_norm: 2.3318 2021-12-03 12:32:11,776 - mmaction - INFO - Epoch [18][1340/2689] lr: 6.000e-03, eta: 4:06:16, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2916, loss: 1.2916, grad_norm: 2.3613 2021-12-03 12:32:36,028 - mmaction - INFO - Epoch [18][1360/2689] lr: 6.000e-03, eta: 4:05:51, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8609, loss_cls: 1.3445, loss: 1.3445, grad_norm: 2.4213 2021-12-03 12:33:00,281 - mmaction - INFO - Epoch [18][1380/2689] lr: 6.000e-03, eta: 4:05:27, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8875, loss_cls: 1.2676, loss: 1.2676, grad_norm: 2.3510 2021-12-03 12:33:24,540 - mmaction - INFO - Epoch [18][1400/2689] lr: 6.000e-03, eta: 4:05:03, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8906, loss_cls: 1.1688, loss: 1.1688, grad_norm: 2.1581 2021-12-03 12:33:48,778 - mmaction - INFO - Epoch [18][1420/2689] lr: 6.000e-03, eta: 4:04:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8609, loss_cls: 1.3917, loss: 1.3917, grad_norm: 2.4091 2021-12-03 12:34:12,996 - mmaction - INFO - Epoch [18][1440/2689] lr: 6.000e-03, eta: 4:04:14, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3372, loss: 1.3372, grad_norm: 2.2712 2021-12-03 12:34:37,210 - mmaction - INFO - Epoch [18][1460/2689] lr: 6.000e-03, eta: 4:03:49, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4763, loss: 1.4763, grad_norm: 2.3953 2021-12-03 12:35:01,426 - mmaction - INFO - Epoch [18][1480/2689] lr: 6.000e-03, eta: 4:03:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.4016, loss: 1.4016, grad_norm: 2.4992 2021-12-03 12:35:25,628 - mmaction - INFO - Epoch [18][1500/2689] lr: 6.000e-03, eta: 4:03:00, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2278, loss: 1.2278, grad_norm: 2.3130 2021-12-03 12:35:49,836 - mmaction - INFO - Epoch [18][1520/2689] lr: 6.000e-03, eta: 4:02:36, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8734, loss_cls: 1.3945, loss: 1.3945, grad_norm: 2.5250 2021-12-03 12:36:14,073 - mmaction - INFO - Epoch [18][1540/2689] lr: 6.000e-03, eta: 4:02:11, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3267, loss: 1.3267, grad_norm: 2.3528 2021-12-03 12:36:38,322 - mmaction - INFO - Epoch [18][1560/2689] lr: 6.000e-03, eta: 4:01:47, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.3007, loss: 1.3007, grad_norm: 2.3261 2021-12-03 12:37:02,511 - mmaction - INFO - Epoch [18][1580/2689] lr: 6.000e-03, eta: 4:01:22, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3144, loss: 1.3144, grad_norm: 2.2604 2021-12-03 12:37:26,709 - mmaction - INFO - Epoch [18][1600/2689] lr: 6.000e-03, eta: 4:00:58, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8703, loss_cls: 1.3063, loss: 1.3063, grad_norm: 2.3240 2021-12-03 12:37:50,937 - mmaction - INFO - Epoch [18][1620/2689] lr: 6.000e-03, eta: 4:00:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.3051, loss: 1.3051, grad_norm: 2.3983 2021-12-03 12:38:15,157 - mmaction - INFO - Epoch [18][1640/2689] lr: 6.000e-03, eta: 4:00:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3068, loss: 1.3068, grad_norm: 2.3820 2021-12-03 12:38:39,360 - mmaction - INFO - Epoch [18][1660/2689] lr: 6.000e-03, eta: 3:59:45, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.2988, loss: 1.2988, grad_norm: 2.4135 2021-12-03 12:39:03,562 - mmaction - INFO - Epoch [18][1680/2689] lr: 6.000e-03, eta: 3:59:20, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8859, loss_cls: 1.2928, loss: 1.2928, grad_norm: 2.3770 2021-12-03 12:39:27,779 - mmaction - INFO - Epoch [18][1700/2689] lr: 6.000e-03, eta: 3:58:56, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8578, loss_cls: 1.4643, loss: 1.4643, grad_norm: 2.5147 2021-12-03 12:39:52,014 - mmaction - INFO - Epoch [18][1720/2689] lr: 6.000e-03, eta: 3:58:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.4508, loss: 1.4508, grad_norm: 2.4690 2021-12-03 12:40:16,233 - mmaction - INFO - Epoch [18][1740/2689] lr: 6.000e-03, eta: 3:58:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8766, loss_cls: 1.3697, loss: 1.3697, grad_norm: 2.3576 2021-12-03 12:40:40,477 - mmaction - INFO - Epoch [18][1760/2689] lr: 6.000e-03, eta: 3:57:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.3961, loss: 1.3961, grad_norm: 2.3826 2021-12-03 12:41:04,702 - mmaction - INFO - Epoch [18][1780/2689] lr: 6.000e-03, eta: 3:57:18, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.3799, loss: 1.3799, grad_norm: 2.4139 2021-12-03 12:41:28,943 - mmaction - INFO - Epoch [18][1800/2689] lr: 6.000e-03, eta: 3:56:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8578, loss_cls: 1.4435, loss: 1.4435, grad_norm: 2.4040 2021-12-03 12:41:53,204 - mmaction - INFO - Epoch [18][1820/2689] lr: 6.000e-03, eta: 3:56:29, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.3990, loss: 1.3990, grad_norm: 2.3514 2021-12-03 12:42:17,481 - mmaction - INFO - Epoch [18][1840/2689] lr: 6.000e-03, eta: 3:56:04, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.3815, loss: 1.3815, grad_norm: 2.4043 2021-12-03 12:42:41,767 - mmaction - INFO - Epoch [18][1860/2689] lr: 6.000e-03, eta: 3:55:40, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.2638, loss: 1.2638, grad_norm: 2.1782 2021-12-03 12:43:06,047 - mmaction - INFO - Epoch [18][1880/2689] lr: 6.000e-03, eta: 3:55:16, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8719, loss_cls: 1.3195, loss: 1.3195, grad_norm: 2.2237 2021-12-03 12:43:30,328 - mmaction - INFO - Epoch [18][1900/2689] lr: 6.000e-03, eta: 3:54:51, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8609, loss_cls: 1.3815, loss: 1.3815, grad_norm: 2.3861 2021-12-03 12:43:54,725 - mmaction - INFO - Epoch [18][1920/2689] lr: 6.000e-03, eta: 3:54:27, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.3594, loss: 1.3594, grad_norm: 2.3493 2021-12-03 12:44:19,068 - mmaction - INFO - Epoch [18][1940/2689] lr: 6.000e-03, eta: 3:54:02, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.3372, loss: 1.3372, grad_norm: 2.2534 2021-12-03 12:44:43,714 - mmaction - INFO - Epoch [18][1960/2689] lr: 6.000e-03, eta: 3:53:38, time: 1.232, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.3395, loss: 1.3395, grad_norm: 2.3531 2021-12-03 12:45:08,115 - mmaction - INFO - Epoch [18][1980/2689] lr: 6.000e-03, eta: 3:53:14, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8875, loss_cls: 1.2368, loss: 1.2368, grad_norm: 2.3379 2021-12-03 12:45:32,655 - mmaction - INFO - Epoch [18][2000/2689] lr: 6.000e-03, eta: 3:52:49, time: 1.227, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4506, loss: 1.4506, grad_norm: 2.4592 2021-12-03 12:45:57,248 - mmaction - INFO - Epoch [18][2020/2689] lr: 6.000e-03, eta: 3:52:25, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3336, loss: 1.3336, grad_norm: 2.3219 2021-12-03 12:46:21,850 - mmaction - INFO - Epoch [18][2040/2689] lr: 6.000e-03, eta: 3:52:00, time: 1.230, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8875, loss_cls: 1.2627, loss: 1.2627, grad_norm: 2.3307 2021-12-03 12:46:46,347 - mmaction - INFO - Epoch [18][2060/2689] lr: 6.000e-03, eta: 3:51:36, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.2761, loss: 1.2761, grad_norm: 2.2216 2021-12-03 12:47:10,909 - mmaction - INFO - Epoch [18][2080/2689] lr: 6.000e-03, eta: 3:51:12, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.3682, loss: 1.3682, grad_norm: 2.4890 2021-12-03 12:47:35,495 - mmaction - INFO - Epoch [18][2100/2689] lr: 6.000e-03, eta: 3:50:47, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8359, loss_cls: 1.4826, loss: 1.4826, grad_norm: 2.4400 2021-12-03 12:48:00,019 - mmaction - INFO - Epoch [18][2120/2689] lr: 6.000e-03, eta: 3:50:23, time: 1.226, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8547, loss_cls: 1.4066, loss: 1.4066, grad_norm: 2.3939 2021-12-03 12:48:24,432 - mmaction - INFO - Epoch [18][2140/2689] lr: 6.000e-03, eta: 3:49:58, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3204, loss: 1.3204, grad_norm: 2.3419 2021-12-03 12:48:49,062 - mmaction - INFO - Epoch [18][2160/2689] lr: 6.000e-03, eta: 3:49:34, time: 1.232, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.3763, loss: 1.3763, grad_norm: 2.2617 2021-12-03 12:49:13,622 - mmaction - INFO - Epoch [18][2180/2689] lr: 6.000e-03, eta: 3:49:10, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8484, loss_cls: 1.4823, loss: 1.4823, grad_norm: 2.3803 2021-12-03 12:49:38,080 - mmaction - INFO - Epoch [18][2200/2689] lr: 6.000e-03, eta: 3:48:45, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8313, loss_cls: 1.5781, loss: 1.5781, grad_norm: 2.4852 2021-12-03 12:50:02,583 - mmaction - INFO - Epoch [18][2220/2689] lr: 6.000e-03, eta: 3:48:21, time: 1.225, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8734, loss_cls: 1.2598, loss: 1.2598, grad_norm: 2.3057 2021-12-03 12:50:26,882 - mmaction - INFO - Epoch [18][2240/2689] lr: 6.000e-03, eta: 3:47:56, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8797, loss_cls: 1.3013, loss: 1.3013, grad_norm: 2.3765 2021-12-03 12:50:51,196 - mmaction - INFO - Epoch [18][2260/2689] lr: 6.000e-03, eta: 3:47:32, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.3682, loss: 1.3682, grad_norm: 2.3666 2021-12-03 12:51:15,467 - mmaction - INFO - Epoch [18][2280/2689] lr: 6.000e-03, eta: 3:47:08, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8719, loss_cls: 1.3288, loss: 1.3288, grad_norm: 2.3788 2021-12-03 12:51:39,787 - mmaction - INFO - Epoch [18][2300/2689] lr: 6.000e-03, eta: 3:46:43, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8672, loss_cls: 1.3300, loss: 1.3300, grad_norm: 2.3531 2021-12-03 12:52:04,045 - mmaction - INFO - Epoch [18][2320/2689] lr: 6.000e-03, eta: 3:46:19, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4256, loss: 1.4256, grad_norm: 2.4661 2021-12-03 12:52:28,303 - mmaction - INFO - Epoch [18][2340/2689] lr: 6.000e-03, eta: 3:45:54, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.4685, loss: 1.4685, grad_norm: 2.5697 2021-12-03 12:52:52,553 - mmaction - INFO - Epoch [18][2360/2689] lr: 6.000e-03, eta: 3:45:30, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.3245, loss: 1.3245, grad_norm: 2.4268 2021-12-03 12:53:16,830 - mmaction - INFO - Epoch [18][2380/2689] lr: 6.000e-03, eta: 3:45:05, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8641, loss_cls: 1.3206, loss: 1.3206, grad_norm: 2.3788 2021-12-03 12:53:41,077 - mmaction - INFO - Epoch [18][2400/2689] lr: 6.000e-03, eta: 3:44:41, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8578, loss_cls: 1.4067, loss: 1.4067, grad_norm: 2.5234 2021-12-03 12:54:05,319 - mmaction - INFO - Epoch [18][2420/2689] lr: 6.000e-03, eta: 3:44:16, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.2991, loss: 1.2991, grad_norm: 2.3051 2021-12-03 12:54:29,578 - mmaction - INFO - Epoch [18][2440/2689] lr: 6.000e-03, eta: 3:43:52, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8922, loss_cls: 1.1879, loss: 1.1879, grad_norm: 2.2155 2021-12-03 12:54:53,817 - mmaction - INFO - Epoch [18][2460/2689] lr: 6.000e-03, eta: 3:43:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3229, loss: 1.3229, grad_norm: 2.3441 2021-12-03 12:55:18,067 - mmaction - INFO - Epoch [18][2480/2689] lr: 6.000e-03, eta: 3:43:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.3801, loss: 1.3801, grad_norm: 2.3995 2021-12-03 12:55:42,284 - mmaction - INFO - Epoch [18][2500/2689] lr: 6.000e-03, eta: 3:42:39, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.4563, loss: 1.4563, grad_norm: 2.5332 2021-12-03 12:56:06,494 - mmaction - INFO - Epoch [18][2520/2689] lr: 6.000e-03, eta: 3:42:14, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.2721, loss: 1.2721, grad_norm: 2.3713 2021-12-03 12:56:30,726 - mmaction - INFO - Epoch [18][2540/2689] lr: 6.000e-03, eta: 3:41:50, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.2499, loss: 1.2499, grad_norm: 2.3019 2021-12-03 12:56:54,960 - mmaction - INFO - Epoch [18][2560/2689] lr: 6.000e-03, eta: 3:41:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.3725, loss: 1.3725, grad_norm: 2.4376 2021-12-03 12:57:19,185 - mmaction - INFO - Epoch [18][2580/2689] lr: 6.000e-03, eta: 3:41:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.3620, loss: 1.3620, grad_norm: 2.3851 2021-12-03 12:57:43,412 - mmaction - INFO - Epoch [18][2600/2689] lr: 6.000e-03, eta: 3:40:36, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.2826, loss: 1.2826, grad_norm: 2.2108 2021-12-03 12:58:07,634 - mmaction - INFO - Epoch [18][2620/2689] lr: 6.000e-03, eta: 3:40:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4055, loss: 1.4055, grad_norm: 2.4011 2021-12-03 12:58:31,854 - mmaction - INFO - Epoch [18][2640/2689] lr: 6.000e-03, eta: 3:39:48, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8516, loss_cls: 1.4935, loss: 1.4935, grad_norm: 2.4554 2021-12-03 12:58:56,084 - mmaction - INFO - Epoch [18][2660/2689] lr: 6.000e-03, eta: 3:39:23, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8547, loss_cls: 1.4658, loss: 1.4658, grad_norm: 2.4932 2021-12-03 12:59:20,364 - mmaction - INFO - Epoch [18][2680/2689] lr: 6.000e-03, eta: 3:38:59, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.3910, loss: 1.3910, grad_norm: 2.3777 2021-12-03 13:03:44,680 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-12-03 13:03:44,854 - mmaction - INFO - top1_acc 0.4832 top5_acc 0.7821 2021-12-03 13:03:45,906 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_18.pth. 2021-12-03 13:03:45,907 - mmaction - INFO - Best top1_acc is 0.4832 at 18 epoch. 2021-12-03 13:03:45,924 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-12-03 13:03:47,484 - mmaction - INFO - Epoch(val) [18][361] top1_acc: 0.4832, top5_acc: 0.7821 2021-12-03 13:04:38,323 - mmaction - INFO - Epoch [19][20/2689] lr: 6.000e-04, eta: 3:38:27, time: 2.542, data_time: 1.346, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8859, loss_cls: 1.2445, loss: 1.2445, grad_norm: 2.2055 2021-12-03 13:05:02,391 - mmaction - INFO - Epoch [19][40/2689] lr: 6.000e-04, eta: 3:38:02, time: 1.203, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8859, loss_cls: 1.2694, loss: 1.2694, grad_norm: 2.2975 2021-12-03 13:05:26,547 - mmaction - INFO - Epoch [19][60/2689] lr: 6.000e-04, eta: 3:37:38, time: 1.208, data_time: 0.002, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8766, loss_cls: 1.3067, loss: 1.3067, grad_norm: 2.3501 2021-12-03 13:05:50,729 - mmaction - INFO - Epoch [19][80/2689] lr: 6.000e-04, eta: 3:37:13, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8578, loss_cls: 1.4179, loss: 1.4179, grad_norm: 2.3230 2021-12-03 13:06:14,929 - mmaction - INFO - Epoch [19][100/2689] lr: 6.000e-04, eta: 3:36:49, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3253, loss: 1.3253, grad_norm: 2.3034 2021-12-03 13:06:39,148 - mmaction - INFO - Epoch [19][120/2689] lr: 6.000e-04, eta: 3:36:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.3100, loss: 1.3100, grad_norm: 2.3353 2021-12-03 13:07:03,381 - mmaction - INFO - Epoch [19][140/2689] lr: 6.000e-04, eta: 3:36:00, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8812, loss_cls: 1.2864, loss: 1.2864, grad_norm: 2.3489 2021-12-03 13:07:27,612 - mmaction - INFO - Epoch [19][160/2689] lr: 6.000e-04, eta: 3:35:35, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.2545, loss: 1.2545, grad_norm: 2.2769 2021-12-03 13:07:51,844 - mmaction - INFO - Epoch [19][180/2689] lr: 6.000e-04, eta: 3:35:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8844, loss_cls: 1.2508, loss: 1.2508, grad_norm: 2.3194 2021-12-03 13:08:16,061 - mmaction - INFO - Epoch [19][200/2689] lr: 6.000e-04, eta: 3:34:46, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8766, loss_cls: 1.2881, loss: 1.2881, grad_norm: 2.2233 2021-12-03 13:08:40,289 - mmaction - INFO - Epoch [19][220/2689] lr: 6.000e-04, eta: 3:34:22, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.2835, loss: 1.2835, grad_norm: 2.2131 2021-12-03 13:09:04,532 - mmaction - INFO - Epoch [19][240/2689] lr: 6.000e-04, eta: 3:33:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2977, loss: 1.2977, grad_norm: 2.3651 2021-12-03 13:09:28,751 - mmaction - INFO - Epoch [19][260/2689] lr: 6.000e-04, eta: 3:33:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.2948, loss: 1.2948, grad_norm: 2.2324 2021-12-03 13:09:52,975 - mmaction - INFO - Epoch [19][280/2689] lr: 6.000e-04, eta: 3:33:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8703, loss_cls: 1.3411, loss: 1.3411, grad_norm: 2.4333 2021-12-03 13:10:17,191 - mmaction - INFO - Epoch [19][300/2689] lr: 6.000e-04, eta: 3:32:44, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8719, loss_cls: 1.3655, loss: 1.3655, grad_norm: 2.3947 2021-12-03 13:10:41,410 - mmaction - INFO - Epoch [19][320/2689] lr: 6.000e-04, eta: 3:32:20, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.2699, loss: 1.2699, grad_norm: 2.2128 2021-12-03 13:11:05,631 - mmaction - INFO - Epoch [19][340/2689] lr: 6.000e-04, eta: 3:31:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.3908, loss: 1.3908, grad_norm: 2.3392 2021-12-03 13:11:29,827 - mmaction - INFO - Epoch [19][360/2689] lr: 6.000e-04, eta: 3:31:31, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8422, loss_cls: 1.5146, loss: 1.5146, grad_norm: 2.4413 2021-12-03 13:11:54,014 - mmaction - INFO - Epoch [19][380/2689] lr: 6.000e-04, eta: 3:31:06, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.3547, loss: 1.3547, grad_norm: 2.4777 2021-12-03 13:12:18,216 - mmaction - INFO - Epoch [19][400/2689] lr: 6.000e-04, eta: 3:30:42, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.4239, loss: 1.4239, grad_norm: 2.4241 2021-12-03 13:12:42,397 - mmaction - INFO - Epoch [19][420/2689] lr: 6.000e-04, eta: 3:30:17, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8906, loss_cls: 1.2201, loss: 1.2201, grad_norm: 2.2818 2021-12-03 13:13:06,572 - mmaction - INFO - Epoch [19][440/2689] lr: 6.000e-04, eta: 3:29:53, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8531, loss_cls: 1.3607, loss: 1.3607, grad_norm: 2.2990 2021-12-03 13:13:30,753 - mmaction - INFO - Epoch [19][460/2689] lr: 6.000e-04, eta: 3:29:28, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8703, loss_cls: 1.2840, loss: 1.2840, grad_norm: 2.2285 2021-12-03 13:13:54,940 - mmaction - INFO - Epoch [19][480/2689] lr: 6.000e-04, eta: 3:29:04, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8484, loss_cls: 1.4618, loss: 1.4618, grad_norm: 2.4175 2021-12-03 13:14:19,138 - mmaction - INFO - Epoch [19][500/2689] lr: 6.000e-04, eta: 3:28:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8734, loss_cls: 1.3639, loss: 1.3639, grad_norm: 2.3772 2021-12-03 13:14:43,345 - mmaction - INFO - Epoch [19][520/2689] lr: 6.000e-04, eta: 3:28:15, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.3885, loss: 1.3885, grad_norm: 2.3603 2021-12-03 13:15:07,546 - mmaction - INFO - Epoch [19][540/2689] lr: 6.000e-04, eta: 3:27:51, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.4318, loss: 1.4318, grad_norm: 2.4027 2021-12-03 13:15:31,763 - mmaction - INFO - Epoch [19][560/2689] lr: 6.000e-04, eta: 3:27:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2329, loss: 1.2329, grad_norm: 2.2890 2021-12-03 13:15:55,982 - mmaction - INFO - Epoch [19][580/2689] lr: 6.000e-04, eta: 3:27:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3000, loss: 1.3000, grad_norm: 2.3062 2021-12-03 13:16:20,217 - mmaction - INFO - Epoch [19][600/2689] lr: 6.000e-04, eta: 3:26:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3153, loss: 1.3153, grad_norm: 2.3728 2021-12-03 13:16:44,452 - mmaction - INFO - Epoch [19][620/2689] lr: 6.000e-04, eta: 3:26:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8719, loss_cls: 1.2845, loss: 1.2845, grad_norm: 2.3891 2021-12-03 13:17:08,677 - mmaction - INFO - Epoch [19][640/2689] lr: 6.000e-04, eta: 3:25:48, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8797, loss_cls: 1.3391, loss: 1.3391, grad_norm: 2.3561 2021-12-03 13:17:32,893 - mmaction - INFO - Epoch [19][660/2689] lr: 6.000e-04, eta: 3:25:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8688, loss_cls: 1.2731, loss: 1.2731, grad_norm: 2.2742 2021-12-03 13:17:57,131 - mmaction - INFO - Epoch [19][680/2689] lr: 6.000e-04, eta: 3:24:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.3476, loss: 1.3476, grad_norm: 2.3577 2021-12-03 13:18:21,392 - mmaction - INFO - Epoch [19][700/2689] lr: 6.000e-04, eta: 3:24:35, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8562, loss_cls: 1.4607, loss: 1.4607, grad_norm: 2.4302 2021-12-03 13:18:45,634 - mmaction - INFO - Epoch [19][720/2689] lr: 6.000e-04, eta: 3:24:11, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8734, loss_cls: 1.3874, loss: 1.3874, grad_norm: 2.4829 2021-12-03 13:19:09,876 - mmaction - INFO - Epoch [19][740/2689] lr: 6.000e-04, eta: 3:23:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8766, loss_cls: 1.3266, loss: 1.3266, grad_norm: 2.3906 2021-12-03 13:19:34,138 - mmaction - INFO - Epoch [19][760/2689] lr: 6.000e-04, eta: 3:23:22, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8766, loss_cls: 1.3030, loss: 1.3030, grad_norm: 2.2350 2021-12-03 13:19:58,365 - mmaction - INFO - Epoch [19][780/2689] lr: 6.000e-04, eta: 3:22:57, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.2890, loss: 1.2890, grad_norm: 2.2849 2021-12-03 13:20:22,620 - mmaction - INFO - Epoch [19][800/2689] lr: 6.000e-04, eta: 3:22:33, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2385, loss: 1.2385, grad_norm: 2.2442 2021-12-03 13:20:46,862 - mmaction - INFO - Epoch [19][820/2689] lr: 6.000e-04, eta: 3:22:08, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.2587, loss: 1.2587, grad_norm: 2.2045 2021-12-03 13:21:11,124 - mmaction - INFO - Epoch [19][840/2689] lr: 6.000e-04, eta: 3:21:44, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8812, loss_cls: 1.2362, loss: 1.2362, grad_norm: 2.2959 2021-12-03 13:21:35,392 - mmaction - INFO - Epoch [19][860/2689] lr: 6.000e-04, eta: 3:21:19, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8828, loss_cls: 1.3063, loss: 1.3063, grad_norm: 2.4592 2021-12-03 13:21:59,643 - mmaction - INFO - Epoch [19][880/2689] lr: 6.000e-04, eta: 3:20:55, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.2386, loss: 1.2386, grad_norm: 2.2016 2021-12-03 13:22:23,887 - mmaction - INFO - Epoch [19][900/2689] lr: 6.000e-04, eta: 3:20:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8688, loss_cls: 1.2922, loss: 1.2922, grad_norm: 2.3744 2021-12-03 13:22:48,178 - mmaction - INFO - Epoch [19][920/2689] lr: 6.000e-04, eta: 3:20:06, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8703, loss_cls: 1.3185, loss: 1.3185, grad_norm: 2.3623 2021-12-03 13:23:12,421 - mmaction - INFO - Epoch [19][940/2689] lr: 6.000e-04, eta: 3:19:42, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.3222, loss: 1.3222, grad_norm: 2.3501 2021-12-03 13:23:36,668 - mmaction - INFO - Epoch [19][960/2689] lr: 6.000e-04, eta: 3:19:17, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8594, loss_cls: 1.3509, loss: 1.3509, grad_norm: 2.4278 2021-12-03 13:24:00,922 - mmaction - INFO - Epoch [19][980/2689] lr: 6.000e-04, eta: 3:18:53, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8500, loss_cls: 1.4391, loss: 1.4391, grad_norm: 2.5009 2021-12-03 13:24:25,170 - mmaction - INFO - Epoch [19][1000/2689] lr: 6.000e-04, eta: 3:18:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.2732, loss: 1.2732, grad_norm: 2.2631 2021-12-03 13:24:49,404 - mmaction - INFO - Epoch [19][1020/2689] lr: 6.000e-04, eta: 3:18:04, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3234, loss: 1.3234, grad_norm: 2.2376 2021-12-03 13:25:13,620 - mmaction - INFO - Epoch [19][1040/2689] lr: 6.000e-04, eta: 3:17:39, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8719, loss_cls: 1.2549, loss: 1.2549, grad_norm: 2.3051 2021-12-03 13:25:37,862 - mmaction - INFO - Epoch [19][1060/2689] lr: 6.000e-04, eta: 3:17:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8609, loss_cls: 1.3908, loss: 1.3908, grad_norm: 2.5107 2021-12-03 13:26:02,098 - mmaction - INFO - Epoch [19][1080/2689] lr: 6.000e-04, eta: 3:16:51, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8703, loss_cls: 1.3352, loss: 1.3352, grad_norm: 2.2969 2021-12-03 13:26:26,319 - mmaction - INFO - Epoch [19][1100/2689] lr: 6.000e-04, eta: 3:16:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8719, loss_cls: 1.2658, loss: 1.2658, grad_norm: 2.3167 2021-12-03 13:26:50,510 - mmaction - INFO - Epoch [19][1120/2689] lr: 6.000e-04, eta: 3:16:02, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8891, loss_cls: 1.2505, loss: 1.2505, grad_norm: 2.3699 2021-12-03 13:27:14,716 - mmaction - INFO - Epoch [19][1140/2689] lr: 6.000e-04, eta: 3:15:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8859, loss_cls: 1.3223, loss: 1.3223, grad_norm: 2.4396 2021-12-03 13:27:38,921 - mmaction - INFO - Epoch [19][1160/2689] lr: 6.000e-04, eta: 3:15:13, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8688, loss_cls: 1.3015, loss: 1.3015, grad_norm: 2.3096 2021-12-03 13:28:03,113 - mmaction - INFO - Epoch [19][1180/2689] lr: 6.000e-04, eta: 3:14:48, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8438, loss_cls: 1.4123, loss: 1.4123, grad_norm: 2.4155 2021-12-03 13:28:27,315 - mmaction - INFO - Epoch [19][1200/2689] lr: 6.000e-04, eta: 3:14:24, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8641, loss_cls: 1.3425, loss: 1.3425, grad_norm: 2.5221 2021-12-03 13:28:51,514 - mmaction - INFO - Epoch [19][1220/2689] lr: 6.000e-04, eta: 3:13:59, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8875, loss_cls: 1.2519, loss: 1.2519, grad_norm: 2.3095 2021-12-03 13:29:15,733 - mmaction - INFO - Epoch [19][1240/2689] lr: 6.000e-04, eta: 3:13:35, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3460, loss: 1.3460, grad_norm: 2.4040 2021-12-03 13:29:39,948 - mmaction - INFO - Epoch [19][1260/2689] lr: 6.000e-04, eta: 3:13:10, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.3648, loss: 1.3648, grad_norm: 2.4300 2021-12-03 13:30:04,169 - mmaction - INFO - Epoch [19][1280/2689] lr: 6.000e-04, eta: 3:12:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8859, loss_cls: 1.1920, loss: 1.1920, grad_norm: 2.3068 2021-12-03 13:30:28,369 - mmaction - INFO - Epoch [19][1300/2689] lr: 6.000e-04, eta: 3:12:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 1.3381, loss: 1.3381, grad_norm: 2.3785 2021-12-03 13:30:52,551 - mmaction - INFO - Epoch [19][1320/2689] lr: 6.000e-04, eta: 3:11:57, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8766, loss_cls: 1.3398, loss: 1.3398, grad_norm: 2.3819 2021-12-03 13:31:16,788 - mmaction - INFO - Epoch [19][1340/2689] lr: 6.000e-04, eta: 3:11:33, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8703, loss_cls: 1.3235, loss: 1.3235, grad_norm: 2.3503 2021-12-03 13:31:41,032 - mmaction - INFO - Epoch [19][1360/2689] lr: 6.000e-04, eta: 3:11:08, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8703, loss_cls: 1.3550, loss: 1.3550, grad_norm: 2.3954 2021-12-03 13:32:05,266 - mmaction - INFO - Epoch [19][1380/2689] lr: 6.000e-04, eta: 3:10:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.3286, loss: 1.3286, grad_norm: 2.3100 2021-12-03 13:32:29,490 - mmaction - INFO - Epoch [19][1400/2689] lr: 6.000e-04, eta: 3:10:19, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.7031, top5_acc: 0.8953, loss_cls: 1.1247, loss: 1.1247, grad_norm: 2.3097 2021-12-03 13:32:53,719 - mmaction - INFO - Epoch [19][1420/2689] lr: 6.000e-04, eta: 3:09:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.3061, loss: 1.3061, grad_norm: 2.3722 2021-12-03 13:33:17,958 - mmaction - INFO - Epoch [19][1440/2689] lr: 6.000e-04, eta: 3:09:30, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 1.3528, loss: 1.3528, grad_norm: 2.3437 2021-12-03 13:33:42,210 - mmaction - INFO - Epoch [19][1460/2689] lr: 6.000e-04, eta: 3:09:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3257, loss: 1.3257, grad_norm: 2.2786 2021-12-03 13:34:06,458 - mmaction - INFO - Epoch [19][1480/2689] lr: 6.000e-04, eta: 3:08:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3683, loss: 1.3683, grad_norm: 2.3831 2021-12-03 13:34:30,708 - mmaction - INFO - Epoch [19][1500/2689] lr: 6.000e-04, eta: 3:08:17, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.2716, loss: 1.2716, grad_norm: 2.3713 2021-12-03 13:34:54,951 - mmaction - INFO - Epoch [19][1520/2689] lr: 6.000e-04, eta: 3:07:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8828, loss_cls: 1.2522, loss: 1.2522, grad_norm: 2.3095 2021-12-03 13:35:19,202 - mmaction - INFO - Epoch [19][1540/2689] lr: 6.000e-04, eta: 3:07:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.3352, loss: 1.3352, grad_norm: 2.3220 2021-12-03 13:35:43,454 - mmaction - INFO - Epoch [19][1560/2689] lr: 6.000e-04, eta: 3:07:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.2634, loss: 1.2634, grad_norm: 2.2618 2021-12-03 13:36:07,735 - mmaction - INFO - Epoch [19][1580/2689] lr: 6.000e-04, eta: 3:06:39, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8906, loss_cls: 1.2458, loss: 1.2458, grad_norm: 2.3589 2021-12-03 13:36:32,015 - mmaction - INFO - Epoch [19][1600/2689] lr: 6.000e-04, eta: 3:06:15, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8703, loss_cls: 1.3130, loss: 1.3130, grad_norm: 2.3850 2021-12-03 13:36:56,278 - mmaction - INFO - Epoch [19][1620/2689] lr: 6.000e-04, eta: 3:05:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.2850, loss: 1.2850, grad_norm: 2.3034 2021-12-03 13:37:20,577 - mmaction - INFO - Epoch [19][1640/2689] lr: 6.000e-04, eta: 3:05:26, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2440, loss: 1.2440, grad_norm: 2.2060 2021-12-03 13:37:44,868 - mmaction - INFO - Epoch [19][1660/2689] lr: 6.000e-04, eta: 3:05:02, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2374, loss: 1.2374, grad_norm: 2.3325 2021-12-03 13:38:09,167 - mmaction - INFO - Epoch [19][1680/2689] lr: 6.000e-04, eta: 3:04:37, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2164, loss: 1.2164, grad_norm: 2.2718 2021-12-03 13:38:33,476 - mmaction - INFO - Epoch [19][1700/2689] lr: 6.000e-04, eta: 3:04:13, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8766, loss_cls: 1.3276, loss: 1.3276, grad_norm: 2.4208 2021-12-03 13:38:57,866 - mmaction - INFO - Epoch [19][1720/2689] lr: 6.000e-04, eta: 3:03:48, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8578, loss_cls: 1.4225, loss: 1.4225, grad_norm: 2.4590 2021-12-03 13:39:22,400 - mmaction - INFO - Epoch [19][1740/2689] lr: 6.000e-04, eta: 3:03:24, time: 1.227, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2637, loss: 1.2637, grad_norm: 2.2780 2021-12-03 13:39:46,848 - mmaction - INFO - Epoch [19][1760/2689] lr: 6.000e-04, eta: 3:03:00, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8688, loss_cls: 1.3255, loss: 1.3255, grad_norm: 2.4326 2021-12-03 13:40:11,244 - mmaction - INFO - Epoch [19][1780/2689] lr: 6.000e-04, eta: 3:02:35, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8859, loss_cls: 1.2790, loss: 1.2790, grad_norm: 2.3247 2021-12-03 13:40:35,808 - mmaction - INFO - Epoch [19][1800/2689] lr: 6.000e-04, eta: 3:02:11, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2180, loss: 1.2180, grad_norm: 2.2962 2021-12-03 13:41:00,107 - mmaction - INFO - Epoch [19][1820/2689] lr: 6.000e-04, eta: 3:01:46, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.3386, loss: 1.3386, grad_norm: 2.4196 2021-12-03 13:41:24,667 - mmaction - INFO - Epoch [19][1840/2689] lr: 6.000e-04, eta: 3:01:22, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8609, loss_cls: 1.3883, loss: 1.3883, grad_norm: 2.4762 2021-12-03 13:41:48,966 - mmaction - INFO - Epoch [19][1860/2689] lr: 6.000e-04, eta: 3:00:57, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2070, loss: 1.2070, grad_norm: 2.2674 2021-12-03 13:42:13,253 - mmaction - INFO - Epoch [19][1880/2689] lr: 6.000e-04, eta: 3:00:33, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8688, loss_cls: 1.2468, loss: 1.2468, grad_norm: 2.3459 2021-12-03 13:42:37,553 - mmaction - INFO - Epoch [19][1900/2689] lr: 6.000e-04, eta: 3:00:09, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8750, loss_cls: 1.2716, loss: 1.2716, grad_norm: 2.4180 2021-12-03 13:43:01,851 - mmaction - INFO - Epoch [19][1920/2689] lr: 6.000e-04, eta: 2:59:44, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8719, loss_cls: 1.3113, loss: 1.3113, grad_norm: 2.4039 2021-12-03 13:43:26,127 - mmaction - INFO - Epoch [19][1940/2689] lr: 6.000e-04, eta: 2:59:20, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.1810, loss: 1.1810, grad_norm: 2.2715 2021-12-03 13:43:50,401 - mmaction - INFO - Epoch [19][1960/2689] lr: 6.000e-04, eta: 2:58:55, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8516, loss_cls: 1.4648, loss: 1.4648, grad_norm: 2.5200 2021-12-03 13:44:14,672 - mmaction - INFO - Epoch [19][1980/2689] lr: 6.000e-04, eta: 2:58:31, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8875, loss_cls: 1.2233, loss: 1.2233, grad_norm: 2.2759 2021-12-03 13:44:38,930 - mmaction - INFO - Epoch [19][2000/2689] lr: 6.000e-04, eta: 2:58:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.2886, loss: 1.2886, grad_norm: 2.3779 2021-12-03 13:45:03,175 - mmaction - INFO - Epoch [19][2020/2689] lr: 6.000e-04, eta: 2:57:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8375, loss_cls: 1.4181, loss: 1.4181, grad_norm: 2.5302 2021-12-03 13:45:27,406 - mmaction - INFO - Epoch [19][2040/2689] lr: 6.000e-04, eta: 2:57:18, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8891, loss_cls: 1.3044, loss: 1.3044, grad_norm: 2.4128 2021-12-03 13:45:51,662 - mmaction - INFO - Epoch [19][2060/2689] lr: 6.000e-04, eta: 2:56:53, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8953, loss_cls: 1.2014, loss: 1.2014, grad_norm: 2.3785 2021-12-03 13:46:15,872 - mmaction - INFO - Epoch [19][2080/2689] lr: 6.000e-04, eta: 2:56:29, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8656, loss_cls: 1.3460, loss: 1.3460, grad_norm: 2.4187 2021-12-03 13:46:40,122 - mmaction - INFO - Epoch [19][2100/2689] lr: 6.000e-04, eta: 2:56:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3541, loss: 1.3541, grad_norm: 2.4002 2021-12-03 13:47:04,395 - mmaction - INFO - Epoch [19][2120/2689] lr: 6.000e-04, eta: 2:55:40, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8734, loss_cls: 1.3100, loss: 1.3100, grad_norm: 2.4335 2021-12-03 13:47:28,632 - mmaction - INFO - Epoch [19][2140/2689] lr: 6.000e-04, eta: 2:55:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8859, loss_cls: 1.2953, loss: 1.2953, grad_norm: 2.4743 2021-12-03 13:47:52,859 - mmaction - INFO - Epoch [19][2160/2689] lr: 6.000e-04, eta: 2:54:51, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8578, loss_cls: 1.3646, loss: 1.3646, grad_norm: 2.3853 2021-12-03 13:48:17,079 - mmaction - INFO - Epoch [19][2180/2689] lr: 6.000e-04, eta: 2:54:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.3627, loss: 1.3627, grad_norm: 2.4817 2021-12-03 13:48:41,284 - mmaction - INFO - Epoch [19][2200/2689] lr: 6.000e-04, eta: 2:54:02, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8625, loss_cls: 1.4289, loss: 1.4289, grad_norm: 2.4762 2021-12-03 13:49:05,502 - mmaction - INFO - Epoch [19][2220/2689] lr: 6.000e-04, eta: 2:53:38, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2095, loss: 1.2095, grad_norm: 2.3227 2021-12-03 13:49:29,736 - mmaction - INFO - Epoch [19][2240/2689] lr: 6.000e-04, eta: 2:53:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.2321, loss: 1.2321, grad_norm: 2.3488 2021-12-03 13:49:53,965 - mmaction - INFO - Epoch [19][2260/2689] lr: 6.000e-04, eta: 2:52:49, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8844, loss_cls: 1.2145, loss: 1.2145, grad_norm: 2.2896 2021-12-03 13:50:18,187 - mmaction - INFO - Epoch [19][2280/2689] lr: 6.000e-04, eta: 2:52:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.3634, loss: 1.3634, grad_norm: 2.3700 2021-12-03 13:50:42,420 - mmaction - INFO - Epoch [19][2300/2689] lr: 6.000e-04, eta: 2:52:00, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.3381, loss: 1.3381, grad_norm: 2.4245 2021-12-03 13:51:06,668 - mmaction - INFO - Epoch [19][2320/2689] lr: 6.000e-04, eta: 2:51:35, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8828, loss_cls: 1.2624, loss: 1.2624, grad_norm: 2.3565 2021-12-03 13:51:30,919 - mmaction - INFO - Epoch [19][2340/2689] lr: 6.000e-04, eta: 2:51:11, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3239, loss: 1.3239, grad_norm: 2.4263 2021-12-03 13:51:55,193 - mmaction - INFO - Epoch [19][2360/2689] lr: 6.000e-04, eta: 2:50:47, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.2005, loss: 1.2005, grad_norm: 2.3041 2021-12-03 13:52:19,494 - mmaction - INFO - Epoch [19][2380/2689] lr: 6.000e-04, eta: 2:50:22, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8719, loss_cls: 1.3591, loss: 1.3591, grad_norm: 2.3994 2021-12-03 13:52:43,776 - mmaction - INFO - Epoch [19][2400/2689] lr: 6.000e-04, eta: 2:49:58, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8734, loss_cls: 1.3395, loss: 1.3395, grad_norm: 2.4024 2021-12-03 13:53:08,043 - mmaction - INFO - Epoch [19][2420/2689] lr: 6.000e-04, eta: 2:49:33, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.1461, loss: 1.1461, grad_norm: 2.3334 2021-12-03 13:53:32,303 - mmaction - INFO - Epoch [19][2440/2689] lr: 6.000e-04, eta: 2:49:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8688, loss_cls: 1.3868, loss: 1.3868, grad_norm: 2.4253 2021-12-03 13:53:56,576 - mmaction - INFO - Epoch [19][2460/2689] lr: 6.000e-04, eta: 2:48:44, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1779, loss: 1.1779, grad_norm: 2.3545 2021-12-03 13:54:20,820 - mmaction - INFO - Epoch [19][2480/2689] lr: 6.000e-04, eta: 2:48:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.2859, loss: 1.2859, grad_norm: 2.3609 2021-12-03 13:54:45,095 - mmaction - INFO - Epoch [19][2500/2689] lr: 6.000e-04, eta: 2:47:56, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8812, loss_cls: 1.2783, loss: 1.2783, grad_norm: 2.3687 2021-12-03 13:55:09,372 - mmaction - INFO - Epoch [19][2520/2689] lr: 6.000e-04, eta: 2:47:31, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2285, loss: 1.2285, grad_norm: 2.4086 2021-12-03 13:55:33,638 - mmaction - INFO - Epoch [19][2540/2689] lr: 6.000e-04, eta: 2:47:07, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3010, loss: 1.3010, grad_norm: 2.3531 2021-12-03 13:55:57,933 - mmaction - INFO - Epoch [19][2560/2689] lr: 6.000e-04, eta: 2:46:42, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8547, loss_cls: 1.4369, loss: 1.4369, grad_norm: 2.4578 2021-12-03 13:56:22,194 - mmaction - INFO - Epoch [19][2580/2689] lr: 6.000e-04, eta: 2:46:18, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.3256, loss: 1.3256, grad_norm: 2.4042 2021-12-03 13:56:46,463 - mmaction - INFO - Epoch [19][2600/2689] lr: 6.000e-04, eta: 2:45:53, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8766, loss_cls: 1.2908, loss: 1.2908, grad_norm: 2.4365 2021-12-03 13:57:10,759 - mmaction - INFO - Epoch [19][2620/2689] lr: 6.000e-04, eta: 2:45:29, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8750, loss_cls: 1.3451, loss: 1.3451, grad_norm: 2.4858 2021-12-03 13:57:35,050 - mmaction - INFO - Epoch [19][2640/2689] lr: 6.000e-04, eta: 2:45:05, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8641, loss_cls: 1.3088, loss: 1.3088, grad_norm: 2.3711 2021-12-03 13:57:59,345 - mmaction - INFO - Epoch [19][2660/2689] lr: 6.000e-04, eta: 2:44:40, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3113, loss: 1.3113, grad_norm: 2.4020 2021-12-03 13:58:23,616 - mmaction - INFO - Epoch [19][2680/2689] lr: 6.000e-04, eta: 2:44:16, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2115, loss: 1.2115, grad_norm: 2.2818 2021-12-03 14:01:35,807 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-12-03 14:01:35,971 - mmaction - INFO - top1_acc 0.4875 top5_acc 0.7870 2021-12-03 14:01:37,378 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_19.pth. 2021-12-03 14:01:37,378 - mmaction - INFO - Best top1_acc is 0.4875 at 19 epoch. 2021-12-03 14:01:37,395 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-12-03 14:01:39,245 - mmaction - INFO - Epoch(val) [19][361] top1_acc: 0.4875, top5_acc: 0.7870 2021-12-03 14:02:30,920 - mmaction - INFO - Epoch [20][20/2689] lr: 6.000e-04, eta: 2:43:43, time: 2.583, data_time: 1.381, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3350, loss: 1.3350, grad_norm: 2.3518 2021-12-03 14:02:55,050 - mmaction - INFO - Epoch [20][40/2689] lr: 6.000e-04, eta: 2:43:18, time: 1.207, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.2660, loss: 1.2660, grad_norm: 2.2995 2021-12-03 14:03:19,171 - mmaction - INFO - Epoch [20][60/2689] lr: 6.000e-04, eta: 2:42:54, time: 1.206, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8734, loss_cls: 1.2938, loss: 1.2938, grad_norm: 2.4358 2021-12-03 14:03:43,339 - mmaction - INFO - Epoch [20][80/2689] lr: 6.000e-04, eta: 2:42:29, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8531, loss_cls: 1.4075, loss: 1.4075, grad_norm: 2.4810 2021-12-03 14:04:07,530 - mmaction - INFO - Epoch [20][100/2689] lr: 6.000e-04, eta: 2:42:05, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8734, loss_cls: 1.2761, loss: 1.2761, grad_norm: 2.3370 2021-12-03 14:04:31,677 - mmaction - INFO - Epoch [20][120/2689] lr: 6.000e-04, eta: 2:41:41, time: 1.207, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2624, loss: 1.2624, grad_norm: 2.3930 2021-12-03 14:04:55,866 - mmaction - INFO - Epoch [20][140/2689] lr: 6.000e-04, eta: 2:41:16, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.2473, loss: 1.2473, grad_norm: 2.2707 2021-12-03 14:05:20,061 - mmaction - INFO - Epoch [20][160/2689] lr: 6.000e-04, eta: 2:40:52, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8719, loss_cls: 1.3392, loss: 1.3392, grad_norm: 2.3575 2021-12-03 14:05:44,245 - mmaction - INFO - Epoch [20][180/2689] lr: 6.000e-04, eta: 2:40:27, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2212, loss: 1.2212, grad_norm: 2.2774 2021-12-03 14:06:08,468 - mmaction - INFO - Epoch [20][200/2689] lr: 6.000e-04, eta: 2:40:03, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.4378, loss: 1.4378, grad_norm: 2.5244 2021-12-03 14:06:32,631 - mmaction - INFO - Epoch [20][220/2689] lr: 6.000e-04, eta: 2:39:38, time: 1.208, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8672, loss_cls: 1.3015, loss: 1.3015, grad_norm: 2.3197 2021-12-03 14:06:56,865 - mmaction - INFO - Epoch [20][240/2689] lr: 6.000e-04, eta: 2:39:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8828, loss_cls: 1.2494, loss: 1.2494, grad_norm: 2.3989 2021-12-03 14:07:21,114 - mmaction - INFO - Epoch [20][260/2689] lr: 6.000e-04, eta: 2:38:49, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8844, loss_cls: 1.2613, loss: 1.2613, grad_norm: 2.3735 2021-12-03 14:07:45,337 - mmaction - INFO - Epoch [20][280/2689] lr: 6.000e-04, eta: 2:38:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8750, loss_cls: 1.2343, loss: 1.2343, grad_norm: 2.2625 2021-12-03 14:08:09,552 - mmaction - INFO - Epoch [20][300/2689] lr: 6.000e-04, eta: 2:38:01, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2487, loss: 1.2487, grad_norm: 2.3597 2021-12-03 14:08:33,795 - mmaction - INFO - Epoch [20][320/2689] lr: 6.000e-04, eta: 2:37:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8875, loss_cls: 1.2518, loss: 1.2518, grad_norm: 2.3129 2021-12-03 14:08:58,028 - mmaction - INFO - Epoch [20][340/2689] lr: 6.000e-04, eta: 2:37:12, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8500, loss_cls: 1.4126, loss: 1.4126, grad_norm: 2.4475 2021-12-03 14:09:22,269 - mmaction - INFO - Epoch [20][360/2689] lr: 6.000e-04, eta: 2:36:47, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2512, loss: 1.2512, grad_norm: 2.4008 2021-12-03 14:09:46,504 - mmaction - INFO - Epoch [20][380/2689] lr: 6.000e-04, eta: 2:36:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8766, loss_cls: 1.2951, loss: 1.2951, grad_norm: 2.3826 2021-12-03 14:10:10,744 - mmaction - INFO - Epoch [20][400/2689] lr: 6.000e-04, eta: 2:35:58, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8828, loss_cls: 1.2433, loss: 1.2433, grad_norm: 2.4021 2021-12-03 14:10:34,984 - mmaction - INFO - Epoch [20][420/2689] lr: 6.000e-04, eta: 2:35:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2744, loss: 1.2744, grad_norm: 2.2562 2021-12-03 14:10:59,250 - mmaction - INFO - Epoch [20][440/2689] lr: 6.000e-04, eta: 2:35:09, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3112, loss: 1.3112, grad_norm: 2.4787 2021-12-03 14:11:23,477 - mmaction - INFO - Epoch [20][460/2689] lr: 6.000e-04, eta: 2:34:45, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3015, loss: 1.3015, grad_norm: 2.3683 2021-12-03 14:11:47,723 - mmaction - INFO - Epoch [20][480/2689] lr: 6.000e-04, eta: 2:34:21, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8797, loss_cls: 1.3305, loss: 1.3305, grad_norm: 2.4137 2021-12-03 14:12:11,962 - mmaction - INFO - Epoch [20][500/2689] lr: 6.000e-04, eta: 2:33:56, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8750, loss_cls: 1.3055, loss: 1.3055, grad_norm: 2.3258 2021-12-03 14:12:36,233 - mmaction - INFO - Epoch [20][520/2689] lr: 6.000e-04, eta: 2:33:32, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8625, loss_cls: 1.3438, loss: 1.3438, grad_norm: 2.4260 2021-12-03 14:13:00,496 - mmaction - INFO - Epoch [20][540/2689] lr: 6.000e-04, eta: 2:33:07, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8688, loss_cls: 1.3240, loss: 1.3240, grad_norm: 2.4073 2021-12-03 14:13:24,742 - mmaction - INFO - Epoch [20][560/2689] lr: 6.000e-04, eta: 2:32:43, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8859, loss_cls: 1.2394, loss: 1.2394, grad_norm: 2.3526 2021-12-03 14:13:48,980 - mmaction - INFO - Epoch [20][580/2689] lr: 6.000e-04, eta: 2:32:18, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8812, loss_cls: 1.2326, loss: 1.2326, grad_norm: 2.3755 2021-12-03 14:14:13,232 - mmaction - INFO - Epoch [20][600/2689] lr: 6.000e-04, eta: 2:31:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8797, loss_cls: 1.3250, loss: 1.3250, grad_norm: 2.4443 2021-12-03 14:14:37,495 - mmaction - INFO - Epoch [20][620/2689] lr: 6.000e-04, eta: 2:31:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.3225, loss: 1.3225, grad_norm: 2.4184 2021-12-03 14:15:01,779 - mmaction - INFO - Epoch [20][640/2689] lr: 6.000e-04, eta: 2:31:05, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.3327, loss: 1.3327, grad_norm: 2.5042 2021-12-03 14:15:26,059 - mmaction - INFO - Epoch [20][660/2689] lr: 6.000e-04, eta: 2:30:41, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8547, loss_cls: 1.3580, loss: 1.3580, grad_norm: 2.3859 2021-12-03 14:15:50,365 - mmaction - INFO - Epoch [20][680/2689] lr: 6.000e-04, eta: 2:30:16, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.3018, loss: 1.3018, grad_norm: 2.3936 2021-12-03 14:16:14,649 - mmaction - INFO - Epoch [20][700/2689] lr: 6.000e-04, eta: 2:29:52, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.3688, loss: 1.3688, grad_norm: 2.4219 2021-12-03 14:16:38,904 - mmaction - INFO - Epoch [20][720/2689] lr: 6.000e-04, eta: 2:29:27, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8766, loss_cls: 1.3099, loss: 1.3099, grad_norm: 2.4038 2021-12-03 14:17:03,154 - mmaction - INFO - Epoch [20][740/2689] lr: 6.000e-04, eta: 2:29:03, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8766, loss_cls: 1.2876, loss: 1.2876, grad_norm: 2.2966 2021-12-03 14:17:27,536 - mmaction - INFO - Epoch [20][760/2689] lr: 6.000e-04, eta: 2:28:39, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8750, loss_cls: 1.3203, loss: 1.3203, grad_norm: 2.4230 2021-12-03 14:17:51,910 - mmaction - INFO - Epoch [20][780/2689] lr: 6.000e-04, eta: 2:28:14, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.2779, loss: 1.2779, grad_norm: 2.2934 2021-12-03 14:18:16,193 - mmaction - INFO - Epoch [20][800/2689] lr: 6.000e-04, eta: 2:27:50, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.3689, loss: 1.3689, grad_norm: 2.3828 2021-12-03 14:18:40,473 - mmaction - INFO - Epoch [20][820/2689] lr: 6.000e-04, eta: 2:27:25, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8812, loss_cls: 1.2683, loss: 1.2683, grad_norm: 2.3683 2021-12-03 14:19:04,727 - mmaction - INFO - Epoch [20][840/2689] lr: 6.000e-04, eta: 2:27:01, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8812, loss_cls: 1.2556, loss: 1.2556, grad_norm: 2.4249 2021-12-03 14:19:28,992 - mmaction - INFO - Epoch [20][860/2689] lr: 6.000e-04, eta: 2:26:36, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.9078, loss_cls: 1.1372, loss: 1.1372, grad_norm: 2.2847 2021-12-03 14:19:53,241 - mmaction - INFO - Epoch [20][880/2689] lr: 6.000e-04, eta: 2:26:12, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8859, loss_cls: 1.2481, loss: 1.2481, grad_norm: 2.4058 2021-12-03 14:20:17,499 - mmaction - INFO - Epoch [20][900/2689] lr: 6.000e-04, eta: 2:25:48, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3961, loss: 1.3961, grad_norm: 2.4181 2021-12-03 14:20:41,724 - mmaction - INFO - Epoch [20][920/2689] lr: 6.000e-04, eta: 2:25:23, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8719, loss_cls: 1.3284, loss: 1.3284, grad_norm: 2.3992 2021-12-03 14:21:05,953 - mmaction - INFO - Epoch [20][940/2689] lr: 6.000e-04, eta: 2:24:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.4665, loss: 1.4665, grad_norm: 2.6080 2021-12-03 14:21:30,185 - mmaction - INFO - Epoch [20][960/2689] lr: 6.000e-04, eta: 2:24:34, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4154, loss: 1.4154, grad_norm: 2.4141 2021-12-03 14:21:54,390 - mmaction - INFO - Epoch [20][980/2689] lr: 6.000e-04, eta: 2:24:10, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2648, loss: 1.2648, grad_norm: 2.3985 2021-12-03 14:22:18,618 - mmaction - INFO - Epoch [20][1000/2689] lr: 6.000e-04, eta: 2:23:45, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8906, loss_cls: 1.2299, loss: 1.2299, grad_norm: 2.3299 2021-12-03 14:22:42,856 - mmaction - INFO - Epoch [20][1020/2689] lr: 6.000e-04, eta: 2:23:21, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3107, loss: 1.3107, grad_norm: 2.3538 2021-12-03 14:23:07,068 - mmaction - INFO - Epoch [20][1040/2689] lr: 6.000e-04, eta: 2:22:56, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2340, loss: 1.2340, grad_norm: 2.2668 2021-12-03 14:23:31,291 - mmaction - INFO - Epoch [20][1060/2689] lr: 6.000e-04, eta: 2:22:32, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8734, loss_cls: 1.3456, loss: 1.3456, grad_norm: 2.4344 2021-12-03 14:23:55,504 - mmaction - INFO - Epoch [20][1080/2689] lr: 6.000e-04, eta: 2:22:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4147, loss: 1.4147, grad_norm: 2.3596 2021-12-03 14:24:19,687 - mmaction - INFO - Epoch [20][1100/2689] lr: 6.000e-04, eta: 2:21:43, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3145, loss: 1.3145, grad_norm: 2.3578 2021-12-03 14:24:43,901 - mmaction - INFO - Epoch [20][1120/2689] lr: 6.000e-04, eta: 2:21:19, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.2739, loss: 1.2739, grad_norm: 2.3202 2021-12-03 14:25:08,119 - mmaction - INFO - Epoch [20][1140/2689] lr: 6.000e-04, eta: 2:20:54, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8797, loss_cls: 1.2458, loss: 1.2458, grad_norm: 2.4290 2021-12-03 14:25:32,337 - mmaction - INFO - Epoch [20][1160/2689] lr: 6.000e-04, eta: 2:20:30, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8766, loss_cls: 1.2230, loss: 1.2230, grad_norm: 2.3941 2021-12-03 14:25:56,565 - mmaction - INFO - Epoch [20][1180/2689] lr: 6.000e-04, eta: 2:20:05, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8969, loss_cls: 1.1934, loss: 1.1934, grad_norm: 2.3573 2021-12-03 14:26:20,791 - mmaction - INFO - Epoch [20][1200/2689] lr: 6.000e-04, eta: 2:19:41, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.3606, loss: 1.3606, grad_norm: 2.4741 2021-12-03 14:26:45,021 - mmaction - INFO - Epoch [20][1220/2689] lr: 6.000e-04, eta: 2:19:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2376, loss: 1.2376, grad_norm: 2.3376 2021-12-03 14:27:09,289 - mmaction - INFO - Epoch [20][1240/2689] lr: 6.000e-04, eta: 2:18:52, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.3821, loss: 1.3821, grad_norm: 2.4642 2021-12-03 14:27:33,512 - mmaction - INFO - Epoch [20][1260/2689] lr: 6.000e-04, eta: 2:18:28, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8844, loss_cls: 1.2758, loss: 1.2758, grad_norm: 2.4550 2021-12-03 14:27:57,754 - mmaction - INFO - Epoch [20][1280/2689] lr: 6.000e-04, eta: 2:18:03, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2016, loss: 1.2016, grad_norm: 2.3209 2021-12-03 14:28:22,021 - mmaction - INFO - Epoch [20][1300/2689] lr: 6.000e-04, eta: 2:17:39, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.3876, loss: 1.3876, grad_norm: 2.4410 2021-12-03 14:28:46,268 - mmaction - INFO - Epoch [20][1320/2689] lr: 6.000e-04, eta: 2:17:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.3964, loss: 1.3964, grad_norm: 2.4701 2021-12-03 14:29:10,527 - mmaction - INFO - Epoch [20][1340/2689] lr: 6.000e-04, eta: 2:16:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3083, loss: 1.3083, grad_norm: 2.3538 2021-12-03 14:29:34,767 - mmaction - INFO - Epoch [20][1360/2689] lr: 6.000e-04, eta: 2:16:25, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8781, loss_cls: 1.2822, loss: 1.2822, grad_norm: 2.3198 2021-12-03 14:29:59,029 - mmaction - INFO - Epoch [20][1380/2689] lr: 6.000e-04, eta: 2:16:01, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.2874, loss: 1.2874, grad_norm: 2.3591 2021-12-03 14:30:23,280 - mmaction - INFO - Epoch [20][1400/2689] lr: 6.000e-04, eta: 2:15:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8703, loss_cls: 1.2978, loss: 1.2978, grad_norm: 2.4043 2021-12-03 14:30:47,520 - mmaction - INFO - Epoch [20][1420/2689] lr: 6.000e-04, eta: 2:15:12, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8812, loss_cls: 1.2584, loss: 1.2584, grad_norm: 2.3772 2021-12-03 14:31:11,755 - mmaction - INFO - Epoch [20][1440/2689] lr: 6.000e-04, eta: 2:14:48, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8641, loss_cls: 1.3762, loss: 1.3762, grad_norm: 2.5005 2021-12-03 14:31:36,057 - mmaction - INFO - Epoch [20][1460/2689] lr: 6.000e-04, eta: 2:14:23, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3124, loss: 1.3124, grad_norm: 2.3319 2021-12-03 14:32:00,315 - mmaction - INFO - Epoch [20][1480/2689] lr: 6.000e-04, eta: 2:13:59, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2262, loss: 1.2262, grad_norm: 2.3273 2021-12-03 14:32:24,582 - mmaction - INFO - Epoch [20][1500/2689] lr: 6.000e-04, eta: 2:13:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8922, loss_cls: 1.2736, loss: 1.2736, grad_norm: 2.3048 2021-12-03 14:32:48,865 - mmaction - INFO - Epoch [20][1520/2689] lr: 6.000e-04, eta: 2:13:10, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8875, loss_cls: 1.2486, loss: 1.2486, grad_norm: 2.3255 2021-12-03 14:33:13,149 - mmaction - INFO - Epoch [20][1540/2689] lr: 6.000e-04, eta: 2:12:46, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.7109, top5_acc: 0.9031, loss_cls: 1.1243, loss: 1.1243, grad_norm: 2.2488 2021-12-03 14:33:37,412 - mmaction - INFO - Epoch [20][1560/2689] lr: 6.000e-04, eta: 2:12:21, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2483, loss: 1.2483, grad_norm: 2.3726 2021-12-03 14:34:01,709 - mmaction - INFO - Epoch [20][1580/2689] lr: 6.000e-04, eta: 2:11:57, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8906, loss_cls: 1.1779, loss: 1.1779, grad_norm: 2.3378 2021-12-03 14:34:26,014 - mmaction - INFO - Epoch [20][1600/2689] lr: 6.000e-04, eta: 2:11:32, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.1850, loss: 1.1850, grad_norm: 2.3631 2021-12-03 14:34:50,294 - mmaction - INFO - Epoch [20][1620/2689] lr: 6.000e-04, eta: 2:11:08, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1123, loss: 1.1123, grad_norm: 2.2541 2021-12-03 14:35:14,700 - mmaction - INFO - Epoch [20][1640/2689] lr: 6.000e-04, eta: 2:10:44, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8844, loss_cls: 1.2544, loss: 1.2544, grad_norm: 2.3903 2021-12-03 14:35:38,981 - mmaction - INFO - Epoch [20][1660/2689] lr: 6.000e-04, eta: 2:10:19, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8734, loss_cls: 1.3443, loss: 1.3443, grad_norm: 2.4592 2021-12-03 14:36:03,260 - mmaction - INFO - Epoch [20][1680/2689] lr: 6.000e-04, eta: 2:09:55, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.3059, loss: 1.3059, grad_norm: 2.3517 2021-12-03 14:36:27,535 - mmaction - INFO - Epoch [20][1700/2689] lr: 6.000e-04, eta: 2:09:30, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8688, loss_cls: 1.3705, loss: 1.3705, grad_norm: 2.4304 2021-12-03 14:36:51,850 - mmaction - INFO - Epoch [20][1720/2689] lr: 6.000e-04, eta: 2:09:06, time: 1.216, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.2895, loss: 1.2895, grad_norm: 2.4555 2021-12-03 14:37:16,157 - mmaction - INFO - Epoch [20][1740/2689] lr: 6.000e-04, eta: 2:08:41, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.3288, loss: 1.3288, grad_norm: 2.5095 2021-12-03 14:37:40,436 - mmaction - INFO - Epoch [20][1760/2689] lr: 6.000e-04, eta: 2:08:17, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8750, loss_cls: 1.3301, loss: 1.3301, grad_norm: 2.4759 2021-12-03 14:38:04,691 - mmaction - INFO - Epoch [20][1780/2689] lr: 6.000e-04, eta: 2:07:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8766, loss_cls: 1.2014, loss: 1.2014, grad_norm: 2.2846 2021-12-03 14:38:28,946 - mmaction - INFO - Epoch [20][1800/2689] lr: 6.000e-04, eta: 2:07:28, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8688, loss_cls: 1.2723, loss: 1.2723, grad_norm: 2.4104 2021-12-03 14:38:53,206 - mmaction - INFO - Epoch [20][1820/2689] lr: 6.000e-04, eta: 2:07:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8797, loss_cls: 1.2840, loss: 1.2840, grad_norm: 2.3960 2021-12-03 14:39:17,440 - mmaction - INFO - Epoch [20][1840/2689] lr: 6.000e-04, eta: 2:06:39, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3141, loss: 1.3141, grad_norm: 2.3669 2021-12-03 14:39:41,724 - mmaction - INFO - Epoch [20][1860/2689] lr: 6.000e-04, eta: 2:06:15, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.2867, loss: 1.2867, grad_norm: 2.3921 2021-12-03 14:40:05,998 - mmaction - INFO - Epoch [20][1880/2689] lr: 6.000e-04, eta: 2:05:50, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4220, loss: 1.4220, grad_norm: 2.3691 2021-12-03 14:40:30,234 - mmaction - INFO - Epoch [20][1900/2689] lr: 6.000e-04, eta: 2:05:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4428, loss: 1.4428, grad_norm: 2.5631 2021-12-03 14:40:54,464 - mmaction - INFO - Epoch [20][1920/2689] lr: 6.000e-04, eta: 2:05:02, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8828, loss_cls: 1.2507, loss: 1.2507, grad_norm: 2.3194 2021-12-03 14:41:18,699 - mmaction - INFO - Epoch [20][1940/2689] lr: 6.000e-04, eta: 2:04:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8734, loss_cls: 1.3158, loss: 1.3158, grad_norm: 2.3818 2021-12-03 14:41:42,923 - mmaction - INFO - Epoch [20][1960/2689] lr: 6.000e-04, eta: 2:04:13, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.2374, loss: 1.2374, grad_norm: 2.4034 2021-12-03 14:42:07,192 - mmaction - INFO - Epoch [20][1980/2689] lr: 6.000e-04, eta: 2:03:48, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8797, loss_cls: 1.2864, loss: 1.2864, grad_norm: 2.4270 2021-12-03 14:42:31,423 - mmaction - INFO - Epoch [20][2000/2689] lr: 6.000e-04, eta: 2:03:24, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2011, loss: 1.2011, grad_norm: 2.3406 2021-12-03 14:42:55,664 - mmaction - INFO - Epoch [20][2020/2689] lr: 6.000e-04, eta: 2:02:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8906, loss_cls: 1.1862, loss: 1.1862, grad_norm: 2.3268 2021-12-03 14:43:19,903 - mmaction - INFO - Epoch [20][2040/2689] lr: 6.000e-04, eta: 2:02:35, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.2856, loss: 1.2856, grad_norm: 2.3483 2021-12-03 14:43:44,130 - mmaction - INFO - Epoch [20][2060/2689] lr: 6.000e-04, eta: 2:02:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8734, loss_cls: 1.2806, loss: 1.2806, grad_norm: 2.3223 2021-12-03 14:44:08,366 - mmaction - INFO - Epoch [20][2080/2689] lr: 6.000e-04, eta: 2:01:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6844, top5_acc: 0.9125, loss_cls: 1.1500, loss: 1.1500, grad_norm: 2.2197 2021-12-03 14:44:32,614 - mmaction - INFO - Epoch [20][2100/2689] lr: 6.000e-04, eta: 2:01:22, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8656, loss_cls: 1.3598, loss: 1.3598, grad_norm: 2.4543 2021-12-03 14:44:56,868 - mmaction - INFO - Epoch [20][2120/2689] lr: 6.000e-04, eta: 2:00:57, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8734, loss_cls: 1.2811, loss: 1.2811, grad_norm: 2.3518 2021-12-03 14:45:21,111 - mmaction - INFO - Epoch [20][2140/2689] lr: 6.000e-04, eta: 2:00:33, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8969, loss_cls: 1.1765, loss: 1.1765, grad_norm: 2.3115 2021-12-03 14:45:45,311 - mmaction - INFO - Epoch [20][2160/2689] lr: 6.000e-04, eta: 2:00:08, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8609, loss_cls: 1.3891, loss: 1.3891, grad_norm: 2.3860 2021-12-03 14:46:09,539 - mmaction - INFO - Epoch [20][2180/2689] lr: 6.000e-04, eta: 1:59:44, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8562, loss_cls: 1.3478, loss: 1.3478, grad_norm: 2.4119 2021-12-03 14:46:33,760 - mmaction - INFO - Epoch [20][2200/2689] lr: 6.000e-04, eta: 1:59:20, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3573, loss: 1.3573, grad_norm: 2.4205 2021-12-03 14:46:57,973 - mmaction - INFO - Epoch [20][2220/2689] lr: 6.000e-04, eta: 1:58:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.4052, loss: 1.4052, grad_norm: 2.5230 2021-12-03 14:47:22,209 - mmaction - INFO - Epoch [20][2240/2689] lr: 6.000e-04, eta: 1:58:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.2891, loss: 1.2891, grad_norm: 2.3843 2021-12-03 14:47:46,439 - mmaction - INFO - Epoch [20][2260/2689] lr: 6.000e-04, eta: 1:58:06, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.2526, loss: 1.2526, grad_norm: 2.3801 2021-12-03 14:48:10,670 - mmaction - INFO - Epoch [20][2280/2689] lr: 6.000e-04, eta: 1:57:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.3570, loss: 1.3570, grad_norm: 2.3996 2021-12-03 14:48:34,890 - mmaction - INFO - Epoch [20][2300/2689] lr: 6.000e-04, eta: 1:57:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8781, loss_cls: 1.2586, loss: 1.2586, grad_norm: 2.4449 2021-12-03 14:48:59,100 - mmaction - INFO - Epoch [20][2320/2689] lr: 6.000e-04, eta: 1:56:53, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8938, loss_cls: 1.2327, loss: 1.2327, grad_norm: 2.3752 2021-12-03 14:49:23,323 - mmaction - INFO - Epoch [20][2340/2689] lr: 6.000e-04, eta: 1:56:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2337, loss: 1.2337, grad_norm: 2.2799 2021-12-03 14:49:47,570 - mmaction - INFO - Epoch [20][2360/2689] lr: 6.000e-04, eta: 1:56:04, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2746, loss: 1.2746, grad_norm: 2.2792 2021-12-03 14:50:11,802 - mmaction - INFO - Epoch [20][2380/2689] lr: 6.000e-04, eta: 1:55:40, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8703, loss_cls: 1.3530, loss: 1.3530, grad_norm: 2.5449 2021-12-03 14:50:36,046 - mmaction - INFO - Epoch [20][2400/2689] lr: 6.000e-04, eta: 1:55:15, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8609, loss_cls: 1.4008, loss: 1.4008, grad_norm: 2.4634 2021-12-03 14:51:00,308 - mmaction - INFO - Epoch [20][2420/2689] lr: 6.000e-04, eta: 1:54:51, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8922, loss_cls: 1.2289, loss: 1.2289, grad_norm: 2.3266 2021-12-03 14:51:24,555 - mmaction - INFO - Epoch [20][2440/2689] lr: 6.000e-04, eta: 1:54:26, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2469, loss: 1.2469, grad_norm: 2.3557 2021-12-03 14:51:48,819 - mmaction - INFO - Epoch [20][2460/2689] lr: 6.000e-04, eta: 1:54:02, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.3621, loss: 1.3621, grad_norm: 2.3370 2021-12-03 14:52:13,087 - mmaction - INFO - Epoch [20][2480/2689] lr: 6.000e-04, eta: 1:53:38, time: 1.214, data_time: 0.001, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2293, loss: 1.2293, grad_norm: 2.2870 2021-12-03 14:52:37,336 - mmaction - INFO - Epoch [20][2500/2689] lr: 6.000e-04, eta: 1:53:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.3058, loss: 1.3058, grad_norm: 2.5226 2021-12-03 14:53:01,593 - mmaction - INFO - Epoch [20][2520/2689] lr: 6.000e-04, eta: 1:52:49, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.2406, loss: 1.2406, grad_norm: 2.3271 2021-12-03 14:53:25,842 - mmaction - INFO - Epoch [20][2540/2689] lr: 6.000e-04, eta: 1:52:24, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.2813, loss: 1.2813, grad_norm: 2.3647 2021-12-03 14:53:50,112 - mmaction - INFO - Epoch [20][2560/2689] lr: 6.000e-04, eta: 1:52:00, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2417, loss: 1.2417, grad_norm: 2.3089 2021-12-03 14:54:14,359 - mmaction - INFO - Epoch [20][2580/2689] lr: 6.000e-04, eta: 1:51:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2256, loss: 1.2256, grad_norm: 2.3400 2021-12-03 14:54:38,614 - mmaction - INFO - Epoch [20][2600/2689] lr: 6.000e-04, eta: 1:51:11, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.2677, loss: 1.2677, grad_norm: 2.3929 2021-12-03 14:55:02,861 - mmaction - INFO - Epoch [20][2620/2689] lr: 6.000e-04, eta: 1:50:47, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3686, loss: 1.3686, grad_norm: 2.4801 2021-12-03 14:55:27,152 - mmaction - INFO - Epoch [20][2640/2689] lr: 6.000e-04, eta: 1:50:22, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.3183, loss: 1.3183, grad_norm: 2.3246 2021-12-03 14:55:51,402 - mmaction - INFO - Epoch [20][2660/2689] lr: 6.000e-04, eta: 1:49:58, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2186, loss: 1.2186, grad_norm: 2.2894 2021-12-03 14:56:15,661 - mmaction - INFO - Epoch [20][2680/2689] lr: 6.000e-04, eta: 1:49:33, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3671, loss: 1.3671, grad_norm: 2.5135 2021-12-03 14:59:26,201 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-12-03 14:59:26,365 - mmaction - INFO - top1_acc 0.4967 top5_acc 0.7900 2021-12-03 14:59:26,813 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_20.pth. 2021-12-03 14:59:26,813 - mmaction - INFO - Best top1_acc is 0.4967 at 20 epoch. 2021-12-03 14:59:26,817 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-12-03 14:59:27,483 - mmaction - INFO - Epoch(val) [20][361] top1_acc: 0.4967, top5_acc: 0.7900 2021-12-03 15:00:19,688 - mmaction - INFO - Epoch [21][20/2689] lr: 6.000e-04, eta: 1:49:00, time: 2.610, data_time: 1.403, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.2779, loss: 1.2779, grad_norm: 2.3806 2021-12-03 15:00:43,815 - mmaction - INFO - Epoch [21][40/2689] lr: 6.000e-04, eta: 1:48:35, time: 1.206, data_time: 0.002, memory: 9293, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2401, loss: 1.2401, grad_norm: 2.3535 2021-12-03 15:01:07,971 - mmaction - INFO - Epoch [21][60/2689] lr: 6.000e-04, eta: 1:48:11, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8703, loss_cls: 1.3378, loss: 1.3378, grad_norm: 2.4699 2021-12-03 15:01:32,140 - mmaction - INFO - Epoch [21][80/2689] lr: 6.000e-04, eta: 1:47:46, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8672, loss_cls: 1.3340, loss: 1.3340, grad_norm: 2.4457 2021-12-03 15:01:56,347 - mmaction - INFO - Epoch [21][100/2689] lr: 6.000e-04, eta: 1:47:22, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.2948, loss: 1.2948, grad_norm: 2.4333 2021-12-03 15:02:20,521 - mmaction - INFO - Epoch [21][120/2689] lr: 6.000e-04, eta: 1:46:57, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8750, loss_cls: 1.2930, loss: 1.2930, grad_norm: 2.2956 2021-12-03 15:02:44,741 - mmaction - INFO - Epoch [21][140/2689] lr: 6.000e-04, eta: 1:46:33, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3665, loss: 1.3665, grad_norm: 2.5093 2021-12-03 15:03:08,941 - mmaction - INFO - Epoch [21][160/2689] lr: 6.000e-04, eta: 1:46:09, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8703, loss_cls: 1.3183, loss: 1.3183, grad_norm: 2.3868 2021-12-03 15:03:33,142 - mmaction - INFO - Epoch [21][180/2689] lr: 6.000e-04, eta: 1:45:44, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.1816, loss: 1.1816, grad_norm: 2.2488 2021-12-03 15:03:57,346 - mmaction - INFO - Epoch [21][200/2689] lr: 6.000e-04, eta: 1:45:20, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.3308, loss: 1.3308, grad_norm: 2.5075 2021-12-03 15:04:21,578 - mmaction - INFO - Epoch [21][220/2689] lr: 6.000e-04, eta: 1:44:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8781, loss_cls: 1.2694, loss: 1.2694, grad_norm: 2.3858 2021-12-03 15:04:45,810 - mmaction - INFO - Epoch [21][240/2689] lr: 6.000e-04, eta: 1:44:31, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.3413, loss: 1.3413, grad_norm: 2.4367 2021-12-03 15:05:10,019 - mmaction - INFO - Epoch [21][260/2689] lr: 6.000e-04, eta: 1:44:06, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8969, loss_cls: 1.2305, loss: 1.2305, grad_norm: 2.4298 2021-12-03 15:05:34,271 - mmaction - INFO - Epoch [21][280/2689] lr: 6.000e-04, eta: 1:43:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8672, loss_cls: 1.3348, loss: 1.3348, grad_norm: 2.3868 2021-12-03 15:05:58,528 - mmaction - INFO - Epoch [21][300/2689] lr: 6.000e-04, eta: 1:43:18, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4384, loss: 1.4384, grad_norm: 2.4701 2021-12-03 15:06:22,782 - mmaction - INFO - Epoch [21][320/2689] lr: 6.000e-04, eta: 1:42:53, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8922, loss_cls: 1.1670, loss: 1.1670, grad_norm: 2.3315 2021-12-03 15:06:47,054 - mmaction - INFO - Epoch [21][340/2689] lr: 6.000e-04, eta: 1:42:29, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8703, loss_cls: 1.2470, loss: 1.2470, grad_norm: 2.3478 2021-12-03 15:07:11,331 - mmaction - INFO - Epoch [21][360/2689] lr: 6.000e-04, eta: 1:42:04, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3419, loss: 1.3419, grad_norm: 2.4098 2021-12-03 15:07:35,615 - mmaction - INFO - Epoch [21][380/2689] lr: 6.000e-04, eta: 1:41:40, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.3509, loss: 1.3509, grad_norm: 2.4849 2021-12-03 15:07:59,898 - mmaction - INFO - Epoch [21][400/2689] lr: 6.000e-04, eta: 1:41:16, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8984, loss_cls: 1.1715, loss: 1.1715, grad_norm: 2.3273 2021-12-03 15:08:24,184 - mmaction - INFO - Epoch [21][420/2689] lr: 6.000e-04, eta: 1:40:51, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8766, loss_cls: 1.2612, loss: 1.2612, grad_norm: 2.4006 2021-12-03 15:08:48,492 - mmaction - INFO - Epoch [21][440/2689] lr: 6.000e-04, eta: 1:40:27, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8766, loss_cls: 1.2239, loss: 1.2239, grad_norm: 2.3693 2021-12-03 15:09:12,830 - mmaction - INFO - Epoch [21][460/2689] lr: 6.000e-04, eta: 1:40:02, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8672, loss_cls: 1.3050, loss: 1.3050, grad_norm: 2.4598 2021-12-03 15:09:37,171 - mmaction - INFO - Epoch [21][480/2689] lr: 6.000e-04, eta: 1:39:38, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4538, loss: 1.4538, grad_norm: 2.3482 2021-12-03 15:10:01,600 - mmaction - INFO - Epoch [21][500/2689] lr: 6.000e-04, eta: 1:39:13, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.2669, loss: 1.2669, grad_norm: 2.3180 2021-12-03 15:10:26,183 - mmaction - INFO - Epoch [21][520/2689] lr: 6.000e-04, eta: 1:38:49, time: 1.229, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.3531, loss: 1.3531, grad_norm: 2.4522 2021-12-03 15:10:50,573 - mmaction - INFO - Epoch [21][540/2689] lr: 6.000e-04, eta: 1:38:25, time: 1.219, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.2154, loss: 1.2154, grad_norm: 2.2922 2021-12-03 15:11:15,054 - mmaction - INFO - Epoch [21][560/2689] lr: 6.000e-04, eta: 1:38:00, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.2751, loss: 1.2751, grad_norm: 2.3598 2021-12-03 15:11:39,464 - mmaction - INFO - Epoch [21][580/2689] lr: 6.000e-04, eta: 1:37:36, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8891, loss_cls: 1.1730, loss: 1.1730, grad_norm: 2.2454 2021-12-03 15:12:03,826 - mmaction - INFO - Epoch [21][600/2689] lr: 6.000e-04, eta: 1:37:11, time: 1.218, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8812, loss_cls: 1.2836, loss: 1.2836, grad_norm: 2.4040 2021-12-03 15:12:28,239 - mmaction - INFO - Epoch [21][620/2689] lr: 6.000e-04, eta: 1:36:47, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8875, loss_cls: 1.2571, loss: 1.2571, grad_norm: 2.4408 2021-12-03 15:12:52,659 - mmaction - INFO - Epoch [21][640/2689] lr: 6.000e-04, eta: 1:36:23, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.3002, loss: 1.3002, grad_norm: 2.3428 2021-12-03 15:13:17,116 - mmaction - INFO - Epoch [21][660/2689] lr: 6.000e-04, eta: 1:35:58, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.3602, loss: 1.3602, grad_norm: 2.3945 2021-12-03 15:13:41,736 - mmaction - INFO - Epoch [21][680/2689] lr: 6.000e-04, eta: 1:35:34, time: 1.231, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2461, loss: 1.2461, grad_norm: 2.3692 2021-12-03 15:14:06,177 - mmaction - INFO - Epoch [21][700/2689] lr: 6.000e-04, eta: 1:35:09, time: 1.222, data_time: 0.000, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.1897, loss: 1.1897, grad_norm: 2.2649 2021-12-03 15:14:30,653 - mmaction - INFO - Epoch [21][720/2689] lr: 6.000e-04, eta: 1:34:45, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.3928, loss: 1.3928, grad_norm: 2.3975 2021-12-03 15:14:55,118 - mmaction - INFO - Epoch [21][740/2689] lr: 6.000e-04, eta: 1:34:21, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4052, loss: 1.4052, grad_norm: 2.4367 2021-12-03 15:15:19,544 - mmaction - INFO - Epoch [21][760/2689] lr: 6.000e-04, eta: 1:33:56, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2708, loss: 1.2708, grad_norm: 2.3958 2021-12-03 15:15:44,095 - mmaction - INFO - Epoch [21][780/2689] lr: 6.000e-04, eta: 1:33:32, time: 1.228, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8797, loss_cls: 1.2377, loss: 1.2377, grad_norm: 2.3879 2021-12-03 15:16:08,380 - mmaction - INFO - Epoch [21][800/2689] lr: 6.000e-04, eta: 1:33:07, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8938, loss_cls: 1.1802, loss: 1.1802, grad_norm: 2.2757 2021-12-03 15:16:32,777 - mmaction - INFO - Epoch [21][820/2689] lr: 6.000e-04, eta: 1:32:43, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.7000, top5_acc: 0.8953, loss_cls: 1.1442, loss: 1.1442, grad_norm: 2.3460 2021-12-03 15:16:57,065 - mmaction - INFO - Epoch [21][840/2689] lr: 6.000e-04, eta: 1:32:18, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8969, loss_cls: 1.1441, loss: 1.1441, grad_norm: 2.2500 2021-12-03 15:17:21,325 - mmaction - INFO - Epoch [21][860/2689] lr: 6.000e-04, eta: 1:31:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8703, loss_cls: 1.3598, loss: 1.3598, grad_norm: 2.5348 2021-12-03 15:17:45,591 - mmaction - INFO - Epoch [21][880/2689] lr: 6.000e-04, eta: 1:31:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8766, loss_cls: 1.3300, loss: 1.3300, grad_norm: 2.5410 2021-12-03 15:18:09,860 - mmaction - INFO - Epoch [21][900/2689] lr: 6.000e-04, eta: 1:31:05, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.3434, loss: 1.3434, grad_norm: 2.4613 2021-12-03 15:18:34,121 - mmaction - INFO - Epoch [21][920/2689] lr: 6.000e-04, eta: 1:30:41, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8734, loss_cls: 1.3446, loss: 1.3446, grad_norm: 2.5068 2021-12-03 15:18:58,375 - mmaction - INFO - Epoch [21][940/2689] lr: 6.000e-04, eta: 1:30:16, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8875, loss_cls: 1.2864, loss: 1.2864, grad_norm: 2.4340 2021-12-03 15:19:22,627 - mmaction - INFO - Epoch [21][960/2689] lr: 6.000e-04, eta: 1:29:52, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3547, loss: 1.3547, grad_norm: 2.4356 2021-12-03 15:19:46,883 - mmaction - INFO - Epoch [21][980/2689] lr: 6.000e-04, eta: 1:29:27, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8703, loss_cls: 1.2903, loss: 1.2903, grad_norm: 2.3603 2021-12-03 15:20:11,135 - mmaction - INFO - Epoch [21][1000/2689] lr: 6.000e-04, eta: 1:29:03, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.3977, loss: 1.3977, grad_norm: 2.5330 2021-12-03 15:20:35,392 - mmaction - INFO - Epoch [21][1020/2689] lr: 6.000e-04, eta: 1:28:39, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8922, loss_cls: 1.1952, loss: 1.1952, grad_norm: 2.3278 2021-12-03 15:20:59,631 - mmaction - INFO - Epoch [21][1040/2689] lr: 6.000e-04, eta: 1:28:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8672, loss_cls: 1.3704, loss: 1.3704, grad_norm: 2.4653 2021-12-03 15:21:23,883 - mmaction - INFO - Epoch [21][1060/2689] lr: 6.000e-04, eta: 1:27:50, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2486, loss: 1.2486, grad_norm: 2.2707 2021-12-03 15:21:48,128 - mmaction - INFO - Epoch [21][1080/2689] lr: 6.000e-04, eta: 1:27:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3548, loss: 1.3548, grad_norm: 2.4975 2021-12-03 15:22:12,386 - mmaction - INFO - Epoch [21][1100/2689] lr: 6.000e-04, eta: 1:27:01, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.3798, loss: 1.3798, grad_norm: 2.4202 2021-12-03 15:22:36,630 - mmaction - INFO - Epoch [21][1120/2689] lr: 6.000e-04, eta: 1:26:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3029, loss: 1.3029, grad_norm: 2.4734 2021-12-03 15:23:00,894 - mmaction - INFO - Epoch [21][1140/2689] lr: 6.000e-04, eta: 1:26:12, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2761, loss: 1.2761, grad_norm: 2.3075 2021-12-03 15:23:25,170 - mmaction - INFO - Epoch [21][1160/2689] lr: 6.000e-04, eta: 1:25:48, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3008, loss: 1.3008, grad_norm: 2.3828 2021-12-03 15:23:49,445 - mmaction - INFO - Epoch [21][1180/2689] lr: 6.000e-04, eta: 1:25:23, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3269, loss: 1.3269, grad_norm: 2.4568 2021-12-03 15:24:13,710 - mmaction - INFO - Epoch [21][1200/2689] lr: 6.000e-04, eta: 1:24:59, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.2671, loss: 1.2671, grad_norm: 2.4104 2021-12-03 15:24:37,964 - mmaction - INFO - Epoch [21][1220/2689] lr: 6.000e-04, eta: 1:24:34, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3202, loss: 1.3202, grad_norm: 2.4828 2021-12-03 15:25:02,251 - mmaction - INFO - Epoch [21][1240/2689] lr: 6.000e-04, eta: 1:24:10, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8844, loss_cls: 1.2182, loss: 1.2182, grad_norm: 2.3030 2021-12-03 15:25:26,559 - mmaction - INFO - Epoch [21][1260/2689] lr: 6.000e-04, eta: 1:23:46, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8875, loss_cls: 1.2493, loss: 1.2493, grad_norm: 2.3770 2021-12-03 15:25:50,846 - mmaction - INFO - Epoch [21][1280/2689] lr: 6.000e-04, eta: 1:23:21, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8875, loss_cls: 1.2263, loss: 1.2263, grad_norm: 2.3808 2021-12-03 15:26:15,134 - mmaction - INFO - Epoch [21][1300/2689] lr: 6.000e-04, eta: 1:22:57, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8688, loss_cls: 1.2983, loss: 1.2983, grad_norm: 2.3327 2021-12-03 15:26:39,424 - mmaction - INFO - Epoch [21][1320/2689] lr: 6.000e-04, eta: 1:22:32, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2809, loss: 1.2809, grad_norm: 2.4612 2021-12-03 15:27:03,717 - mmaction - INFO - Epoch [21][1340/2689] lr: 6.000e-04, eta: 1:22:08, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8781, loss_cls: 1.2922, loss: 1.2922, grad_norm: 2.2995 2021-12-03 15:27:27,966 - mmaction - INFO - Epoch [21][1360/2689] lr: 6.000e-04, eta: 1:21:43, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8812, loss_cls: 1.2907, loss: 1.2907, grad_norm: 2.4511 2021-12-03 15:27:52,250 - mmaction - INFO - Epoch [21][1380/2689] lr: 6.000e-04, eta: 1:21:19, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8844, loss_cls: 1.3059, loss: 1.3059, grad_norm: 2.4397 2021-12-03 15:28:16,540 - mmaction - INFO - Epoch [21][1400/2689] lr: 6.000e-04, eta: 1:20:55, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8766, loss_cls: 1.2792, loss: 1.2792, grad_norm: 2.3916 2021-12-03 15:28:40,825 - mmaction - INFO - Epoch [21][1420/2689] lr: 6.000e-04, eta: 1:20:30, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8703, loss_cls: 1.2971, loss: 1.2971, grad_norm: 2.3273 2021-12-03 15:29:05,119 - mmaction - INFO - Epoch [21][1440/2689] lr: 6.000e-04, eta: 1:20:06, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8906, loss_cls: 1.2317, loss: 1.2317, grad_norm: 2.2119 2021-12-03 15:29:29,425 - mmaction - INFO - Epoch [21][1460/2689] lr: 6.000e-04, eta: 1:19:41, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8766, loss_cls: 1.3238, loss: 1.3238, grad_norm: 2.4658 2021-12-03 15:29:53,715 - mmaction - INFO - Epoch [21][1480/2689] lr: 6.000e-04, eta: 1:19:17, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8844, loss_cls: 1.2221, loss: 1.2221, grad_norm: 2.3106 2021-12-03 15:30:18,133 - mmaction - INFO - Epoch [21][1500/2689] lr: 6.000e-04, eta: 1:18:53, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3747, loss: 1.3747, grad_norm: 2.4261 2021-12-03 15:30:42,527 - mmaction - INFO - Epoch [21][1520/2689] lr: 6.000e-04, eta: 1:18:28, time: 1.220, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8828, loss_cls: 1.1920, loss: 1.1920, grad_norm: 2.3891 2021-12-03 15:31:06,823 - mmaction - INFO - Epoch [21][1540/2689] lr: 6.000e-04, eta: 1:18:04, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.1737, loss: 1.1737, grad_norm: 2.3225 2021-12-03 15:31:31,296 - mmaction - INFO - Epoch [21][1560/2689] lr: 6.000e-04, eta: 1:17:39, time: 1.224, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8797, loss_cls: 1.2476, loss: 1.2476, grad_norm: 2.3409 2021-12-03 15:31:55,571 - mmaction - INFO - Epoch [21][1580/2689] lr: 6.000e-04, eta: 1:17:15, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8828, loss_cls: 1.2431, loss: 1.2431, grad_norm: 2.3875 2021-12-03 15:32:19,888 - mmaction - INFO - Epoch [21][1600/2689] lr: 6.000e-04, eta: 1:16:50, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.3367, loss: 1.3367, grad_norm: 2.4393 2021-12-03 15:32:44,159 - mmaction - INFO - Epoch [21][1620/2689] lr: 6.000e-04, eta: 1:16:26, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1299, loss: 1.1299, grad_norm: 2.3389 2021-12-03 15:33:08,453 - mmaction - INFO - Epoch [21][1640/2689] lr: 6.000e-04, eta: 1:16:02, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8656, loss_cls: 1.2571, loss: 1.2571, grad_norm: 2.4835 2021-12-03 15:33:32,731 - mmaction - INFO - Epoch [21][1660/2689] lr: 6.000e-04, eta: 1:15:37, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8766, loss_cls: 1.3397, loss: 1.3397, grad_norm: 2.4677 2021-12-03 15:33:56,984 - mmaction - INFO - Epoch [21][1680/2689] lr: 6.000e-04, eta: 1:15:13, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.3242, loss: 1.3242, grad_norm: 2.3242 2021-12-03 15:34:21,266 - mmaction - INFO - Epoch [21][1700/2689] lr: 6.000e-04, eta: 1:14:48, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8531, loss_cls: 1.4215, loss: 1.4215, grad_norm: 2.5046 2021-12-03 15:34:45,522 - mmaction - INFO - Epoch [21][1720/2689] lr: 6.000e-04, eta: 1:14:24, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.2260, loss: 1.2260, grad_norm: 2.2729 2021-12-03 15:35:09,794 - mmaction - INFO - Epoch [21][1740/2689] lr: 6.000e-04, eta: 1:14:00, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3305, loss: 1.3305, grad_norm: 2.4657 2021-12-03 15:35:34,065 - mmaction - INFO - Epoch [21][1760/2689] lr: 6.000e-04, eta: 1:13:35, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.3589, loss: 1.3589, grad_norm: 2.4876 2021-12-03 15:35:58,307 - mmaction - INFO - Epoch [21][1780/2689] lr: 6.000e-04, eta: 1:13:11, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3104, loss: 1.3104, grad_norm: 2.4192 2021-12-03 15:36:22,556 - mmaction - INFO - Epoch [21][1800/2689] lr: 6.000e-04, eta: 1:12:46, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.3110, loss: 1.3110, grad_norm: 2.4238 2021-12-03 15:36:46,799 - mmaction - INFO - Epoch [21][1820/2689] lr: 6.000e-04, eta: 1:12:22, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3057, loss: 1.3057, grad_norm: 2.4213 2021-12-03 15:37:11,067 - mmaction - INFO - Epoch [21][1840/2689] lr: 6.000e-04, eta: 1:11:57, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8859, loss_cls: 1.1771, loss: 1.1771, grad_norm: 2.2764 2021-12-03 15:37:35,311 - mmaction - INFO - Epoch [21][1860/2689] lr: 6.000e-04, eta: 1:11:33, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8875, loss_cls: 1.2653, loss: 1.2653, grad_norm: 2.3257 2021-12-03 15:37:59,532 - mmaction - INFO - Epoch [21][1880/2689] lr: 6.000e-04, eta: 1:11:09, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.2494, loss: 1.2494, grad_norm: 2.2986 2021-12-03 15:38:23,775 - mmaction - INFO - Epoch [21][1900/2689] lr: 6.000e-04, eta: 1:10:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8797, loss_cls: 1.2708, loss: 1.2708, grad_norm: 2.3095 2021-12-03 15:38:48,007 - mmaction - INFO - Epoch [21][1920/2689] lr: 6.000e-04, eta: 1:10:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.2999, loss: 1.2999, grad_norm: 2.5200 2021-12-03 15:39:12,237 - mmaction - INFO - Epoch [21][1940/2689] lr: 6.000e-04, eta: 1:09:55, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.1557, loss: 1.1557, grad_norm: 2.3729 2021-12-03 15:39:36,480 - mmaction - INFO - Epoch [21][1960/2689] lr: 6.000e-04, eta: 1:09:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1931, loss: 1.1931, grad_norm: 2.3964 2021-12-03 15:40:00,726 - mmaction - INFO - Epoch [21][1980/2689] lr: 6.000e-04, eta: 1:09:07, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8688, loss_cls: 1.2977, loss: 1.2977, grad_norm: 2.3341 2021-12-03 15:40:24,952 - mmaction - INFO - Epoch [21][2000/2689] lr: 6.000e-04, eta: 1:08:42, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.2726, loss: 1.2726, grad_norm: 2.2692 2021-12-03 15:40:49,210 - mmaction - INFO - Epoch [21][2020/2689] lr: 6.000e-04, eta: 1:08:18, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8828, loss_cls: 1.1823, loss: 1.1823, grad_norm: 2.2139 2021-12-03 15:41:13,451 - mmaction - INFO - Epoch [21][2040/2689] lr: 6.000e-04, eta: 1:07:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8844, loss_cls: 1.3399, loss: 1.3399, grad_norm: 2.6274 2021-12-03 15:41:37,697 - mmaction - INFO - Epoch [21][2060/2689] lr: 6.000e-04, eta: 1:07:29, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4274, loss: 1.4274, grad_norm: 2.5311 2021-12-03 15:42:01,968 - mmaction - INFO - Epoch [21][2080/2689] lr: 6.000e-04, eta: 1:07:04, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8734, loss_cls: 1.2900, loss: 1.2900, grad_norm: 2.4529 2021-12-03 15:42:26,213 - mmaction - INFO - Epoch [21][2100/2689] lr: 6.000e-04, eta: 1:06:40, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.3095, loss: 1.3095, grad_norm: 2.3705 2021-12-03 15:42:50,486 - mmaction - INFO - Epoch [21][2120/2689] lr: 6.000e-04, eta: 1:06:16, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.2736, loss: 1.2736, grad_norm: 2.3685 2021-12-03 15:43:14,772 - mmaction - INFO - Epoch [21][2140/2689] lr: 6.000e-04, eta: 1:05:51, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.1995, loss: 1.1995, grad_norm: 2.2953 2021-12-03 15:43:39,054 - mmaction - INFO - Epoch [21][2160/2689] lr: 6.000e-04, eta: 1:05:27, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.3353, loss: 1.3353, grad_norm: 2.4508 2021-12-03 15:44:03,350 - mmaction - INFO - Epoch [21][2180/2689] lr: 6.000e-04, eta: 1:05:02, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8734, loss_cls: 1.2841, loss: 1.2841, grad_norm: 2.3192 2021-12-03 15:44:27,611 - mmaction - INFO - Epoch [21][2200/2689] lr: 6.000e-04, eta: 1:04:38, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.3837, loss: 1.3837, grad_norm: 2.4262 2021-12-03 15:44:51,878 - mmaction - INFO - Epoch [21][2220/2689] lr: 6.000e-04, eta: 1:04:14, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3618, loss: 1.3618, grad_norm: 2.3470 2021-12-03 15:45:16,143 - mmaction - INFO - Epoch [21][2240/2689] lr: 6.000e-04, eta: 1:03:49, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3354, loss: 1.3354, grad_norm: 2.4677 2021-12-03 15:45:40,402 - mmaction - INFO - Epoch [21][2260/2689] lr: 6.000e-04, eta: 1:03:25, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8781, loss_cls: 1.2801, loss: 1.2801, grad_norm: 2.3910 2021-12-03 15:46:04,682 - mmaction - INFO - Epoch [21][2280/2689] lr: 6.000e-04, eta: 1:03:00, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.3409, loss: 1.3409, grad_norm: 2.4235 2021-12-03 15:46:28,926 - mmaction - INFO - Epoch [21][2300/2689] lr: 6.000e-04, eta: 1:02:36, time: 1.213, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8516, loss_cls: 1.4065, loss: 1.4065, grad_norm: 2.5882 2021-12-03 15:46:53,175 - mmaction - INFO - Epoch [21][2320/2689] lr: 6.000e-04, eta: 1:02:11, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8703, loss_cls: 1.3130, loss: 1.3130, grad_norm: 2.5110 2021-12-03 15:47:17,437 - mmaction - INFO - Epoch [21][2340/2689] lr: 6.000e-04, eta: 1:01:47, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8766, loss_cls: 1.2992, loss: 1.2992, grad_norm: 2.3808 2021-12-03 15:47:41,723 - mmaction - INFO - Epoch [21][2360/2689] lr: 6.000e-04, eta: 1:01:23, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.3744, loss: 1.3744, grad_norm: 2.3874 2021-12-03 15:48:06,002 - mmaction - INFO - Epoch [21][2380/2689] lr: 6.000e-04, eta: 1:00:58, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8906, loss_cls: 1.2002, loss: 1.2002, grad_norm: 2.4169 2021-12-03 15:48:30,308 - mmaction - INFO - Epoch [21][2400/2689] lr: 6.000e-04, eta: 1:00:34, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8703, loss_cls: 1.3202, loss: 1.3202, grad_norm: 2.4435 2021-12-03 15:48:54,628 - mmaction - INFO - Epoch [21][2420/2689] lr: 6.000e-04, eta: 1:00:09, time: 1.216, data_time: 0.000, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8719, loss_cls: 1.3741, loss: 1.3741, grad_norm: 2.5494 2021-12-03 15:49:18,935 - mmaction - INFO - Epoch [21][2440/2689] lr: 6.000e-04, eta: 0:59:45, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8859, loss_cls: 1.2980, loss: 1.2980, grad_norm: 2.4763 2021-12-03 15:49:43,222 - mmaction - INFO - Epoch [21][2460/2689] lr: 6.000e-04, eta: 0:59:21, time: 1.215, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.2274, loss: 1.2274, grad_norm: 2.2761 2021-12-03 15:50:07,491 - mmaction - INFO - Epoch [21][2480/2689] lr: 6.000e-04, eta: 0:58:56, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.2868, loss: 1.2868, grad_norm: 2.3320 2021-12-03 15:50:31,783 - mmaction - INFO - Epoch [21][2500/2689] lr: 6.000e-04, eta: 0:58:32, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2772, loss: 1.2772, grad_norm: 2.3496 2021-12-03 15:50:56,051 - mmaction - INFO - Epoch [21][2520/2689] lr: 6.000e-04, eta: 0:58:07, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8594, loss_cls: 1.3534, loss: 1.3534, grad_norm: 2.4584 2021-12-03 15:51:20,299 - mmaction - INFO - Epoch [21][2540/2689] lr: 6.000e-04, eta: 0:57:43, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8781, loss_cls: 1.2708, loss: 1.2708, grad_norm: 2.3917 2021-12-03 15:51:44,581 - mmaction - INFO - Epoch [21][2560/2689] lr: 6.000e-04, eta: 0:57:18, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.3046, loss: 1.3046, grad_norm: 2.4018 2021-12-03 15:52:08,831 - mmaction - INFO - Epoch [21][2580/2689] lr: 6.000e-04, eta: 0:56:54, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2436, loss: 1.2436, grad_norm: 2.4073 2021-12-03 15:52:33,105 - mmaction - INFO - Epoch [21][2600/2689] lr: 6.000e-04, eta: 0:56:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2994, loss: 1.2994, grad_norm: 2.4114 2021-12-03 15:52:57,347 - mmaction - INFO - Epoch [21][2620/2689] lr: 6.000e-04, eta: 0:56:05, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.3045, loss: 1.3045, grad_norm: 2.3982 2021-12-03 15:53:21,589 - mmaction - INFO - Epoch [21][2640/2689] lr: 6.000e-04, eta: 0:55:41, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8609, loss_cls: 1.3691, loss: 1.3691, grad_norm: 2.3942 2021-12-03 15:53:45,850 - mmaction - INFO - Epoch [21][2660/2689] lr: 6.000e-04, eta: 0:55:16, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.7000, top5_acc: 0.8953, loss_cls: 1.1423, loss: 1.1423, grad_norm: 2.2502 2021-12-03 15:54:10,092 - mmaction - INFO - Epoch [21][2680/2689] lr: 6.000e-04, eta: 0:54:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.2547, loss: 1.2547, grad_norm: 2.3565 2021-12-03 15:57:24,021 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-12-03 15:57:24,177 - mmaction - INFO - top1_acc 0.4943 top5_acc 0.7868 2021-12-03 15:57:24,180 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-12-03 15:57:25,590 - mmaction - INFO - Epoch(val) [21][361] top1_acc: 0.4943, top5_acc: 0.7868 2021-12-03 15:58:17,256 - mmaction - INFO - Epoch [22][20/2689] lr: 6.000e-04, eta: 0:54:17, time: 2.583, data_time: 1.384, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.2814, loss: 1.2814, grad_norm: 2.3893 2021-12-03 15:58:41,362 - mmaction - INFO - Epoch [22][40/2689] lr: 6.000e-04, eta: 0:53:53, time: 1.205, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.3222, loss: 1.3222, grad_norm: 2.4483 2021-12-03 15:59:05,540 - mmaction - INFO - Epoch [22][60/2689] lr: 6.000e-04, eta: 0:53:29, time: 1.209, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8750, loss_cls: 1.3286, loss: 1.3286, grad_norm: 2.3845 2021-12-03 15:59:29,708 - mmaction - INFO - Epoch [22][80/2689] lr: 6.000e-04, eta: 0:53:04, time: 1.208, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3007, loss: 1.3007, grad_norm: 2.4120 2021-12-03 15:59:53,910 - mmaction - INFO - Epoch [22][100/2689] lr: 6.000e-04, eta: 0:52:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.2678, loss: 1.2678, grad_norm: 2.3151 2021-12-03 16:00:18,182 - mmaction - INFO - Epoch [22][120/2689] lr: 6.000e-04, eta: 0:52:15, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8812, loss_cls: 1.2519, loss: 1.2519, grad_norm: 2.4399 2021-12-03 16:00:42,437 - mmaction - INFO - Epoch [22][140/2689] lr: 6.000e-04, eta: 0:51:51, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8844, loss_cls: 1.1979, loss: 1.1979, grad_norm: 2.2637 2021-12-03 16:01:06,660 - mmaction - INFO - Epoch [22][160/2689] lr: 6.000e-04, eta: 0:51:26, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8656, loss_cls: 1.3052, loss: 1.3052, grad_norm: 2.3120 2021-12-03 16:01:30,920 - mmaction - INFO - Epoch [22][180/2689] lr: 6.000e-04, eta: 0:51:02, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8734, loss_cls: 1.3035, loss: 1.3035, grad_norm: 2.4732 2021-12-03 16:01:55,187 - mmaction - INFO - Epoch [22][200/2689] lr: 6.000e-04, eta: 0:50:38, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8750, loss_cls: 1.2926, loss: 1.2926, grad_norm: 2.4374 2021-12-03 16:02:19,441 - mmaction - INFO - Epoch [22][220/2689] lr: 6.000e-04, eta: 0:50:13, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3254, loss: 1.3254, grad_norm: 2.3611 2021-12-03 16:02:43,697 - mmaction - INFO - Epoch [22][240/2689] lr: 6.000e-04, eta: 0:49:49, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8797, loss_cls: 1.2412, loss: 1.2412, grad_norm: 2.2920 2021-12-03 16:03:07,954 - mmaction - INFO - Epoch [22][260/2689] lr: 6.000e-04, eta: 0:49:24, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.1335, loss: 1.1335, grad_norm: 2.3446 2021-12-03 16:03:32,211 - mmaction - INFO - Epoch [22][280/2689] lr: 6.000e-04, eta: 0:49:00, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3136, loss: 1.3136, grad_norm: 2.4115 2021-12-03 16:03:56,483 - mmaction - INFO - Epoch [22][300/2689] lr: 6.000e-04, eta: 0:48:35, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3391, loss: 1.3391, grad_norm: 2.4272 2021-12-03 16:04:20,754 - mmaction - INFO - Epoch [22][320/2689] lr: 6.000e-04, eta: 0:48:11, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8688, loss_cls: 1.3132, loss: 1.3132, grad_norm: 2.4008 2021-12-03 16:04:45,013 - mmaction - INFO - Epoch [22][340/2689] lr: 6.000e-04, eta: 0:47:47, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8766, loss_cls: 1.2650, loss: 1.2650, grad_norm: 2.4505 2021-12-03 16:05:09,283 - mmaction - INFO - Epoch [22][360/2689] lr: 6.000e-04, eta: 0:47:22, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4089, loss: 1.4089, grad_norm: 2.3659 2021-12-03 16:05:33,588 - mmaction - INFO - Epoch [22][380/2689] lr: 6.000e-04, eta: 0:46:58, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8672, loss_cls: 1.3146, loss: 1.3146, grad_norm: 2.4013 2021-12-03 16:05:57,924 - mmaction - INFO - Epoch [22][400/2689] lr: 6.000e-04, eta: 0:46:33, time: 1.217, data_time: 0.000, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8578, loss_cls: 1.3965, loss: 1.3965, grad_norm: 2.4711 2021-12-03 16:06:22,347 - mmaction - INFO - Epoch [22][420/2689] lr: 6.000e-04, eta: 0:46:09, time: 1.221, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8906, loss_cls: 1.2756, loss: 1.2756, grad_norm: 2.3918 2021-12-03 16:06:46,800 - mmaction - INFO - Epoch [22][440/2689] lr: 6.000e-04, eta: 0:45:45, time: 1.223, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8781, loss_cls: 1.2750, loss: 1.2750, grad_norm: 2.3595 2021-12-03 16:07:11,071 - mmaction - INFO - Epoch [22][460/2689] lr: 6.000e-04, eta: 0:45:20, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.2444, loss: 1.2444, grad_norm: 2.3668 2021-12-03 16:07:35,354 - mmaction - INFO - Epoch [22][480/2689] lr: 6.000e-04, eta: 0:44:56, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8594, loss_cls: 1.3361, loss: 1.3361, grad_norm: 2.4235 2021-12-03 16:07:59,619 - mmaction - INFO - Epoch [22][500/2689] lr: 6.000e-04, eta: 0:44:31, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.3376, loss: 1.3376, grad_norm: 2.4733 2021-12-03 16:08:23,914 - mmaction - INFO - Epoch [22][520/2689] lr: 6.000e-04, eta: 0:44:07, time: 1.215, data_time: 0.000, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.4623, loss: 1.4623, grad_norm: 2.6154 2021-12-03 16:08:48,173 - mmaction - INFO - Epoch [22][540/2689] lr: 6.000e-04, eta: 0:43:42, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2581, loss: 1.2581, grad_norm: 2.3826 2021-12-03 16:09:12,457 - mmaction - INFO - Epoch [22][560/2689] lr: 6.000e-04, eta: 0:43:18, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8812, loss_cls: 1.2895, loss: 1.2895, grad_norm: 2.4072 2021-12-03 16:09:36,716 - mmaction - INFO - Epoch [22][580/2689] lr: 6.000e-04, eta: 0:42:54, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.7000, top5_acc: 0.9031, loss_cls: 1.1783, loss: 1.1783, grad_norm: 2.3265 2021-12-03 16:10:00,940 - mmaction - INFO - Epoch [22][600/2689] lr: 6.000e-04, eta: 0:42:29, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8766, loss_cls: 1.2906, loss: 1.2906, grad_norm: 2.5134 2021-12-03 16:10:25,198 - mmaction - INFO - Epoch [22][620/2689] lr: 6.000e-04, eta: 0:42:05, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3229, loss: 1.3229, grad_norm: 2.4062 2021-12-03 16:10:49,404 - mmaction - INFO - Epoch [22][640/2689] lr: 6.000e-04, eta: 0:41:40, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.2960, loss: 1.2960, grad_norm: 2.3745 2021-12-03 16:11:13,630 - mmaction - INFO - Epoch [22][660/2689] lr: 6.000e-04, eta: 0:41:16, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8719, loss_cls: 1.2888, loss: 1.2888, grad_norm: 2.3601 2021-12-03 16:11:37,862 - mmaction - INFO - Epoch [22][680/2689] lr: 6.000e-04, eta: 0:40:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.2891, loss: 1.2891, grad_norm: 2.3110 2021-12-03 16:12:02,100 - mmaction - INFO - Epoch [22][700/2689] lr: 6.000e-04, eta: 0:40:27, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8812, loss_cls: 1.2816, loss: 1.2816, grad_norm: 2.4746 2021-12-03 16:12:26,327 - mmaction - INFO - Epoch [22][720/2689] lr: 6.000e-04, eta: 0:40:03, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8672, loss_cls: 1.3446, loss: 1.3446, grad_norm: 2.4178 2021-12-03 16:12:50,556 - mmaction - INFO - Epoch [22][740/2689] lr: 6.000e-04, eta: 0:39:38, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.3404, loss: 1.3404, grad_norm: 2.3491 2021-12-03 16:13:14,768 - mmaction - INFO - Epoch [22][760/2689] lr: 6.000e-04, eta: 0:39:14, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2192, loss: 1.2192, grad_norm: 2.3354 2021-12-03 16:13:38,988 - mmaction - INFO - Epoch [22][780/2689] lr: 6.000e-04, eta: 0:38:49, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8859, loss_cls: 1.2772, loss: 1.2772, grad_norm: 2.3909 2021-12-03 16:14:03,215 - mmaction - INFO - Epoch [22][800/2689] lr: 6.000e-04, eta: 0:38:25, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.3451, loss: 1.3451, grad_norm: 2.3875 2021-12-03 16:14:27,445 - mmaction - INFO - Epoch [22][820/2689] lr: 6.000e-04, eta: 0:38:01, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8750, loss_cls: 1.3022, loss: 1.3022, grad_norm: 2.5315 2021-12-03 16:14:51,680 - mmaction - INFO - Epoch [22][840/2689] lr: 6.000e-04, eta: 0:37:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3040, loss: 1.3040, grad_norm: 2.3791 2021-12-03 16:15:15,908 - mmaction - INFO - Epoch [22][860/2689] lr: 6.000e-04, eta: 0:37:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2374, loss: 1.2374, grad_norm: 2.5400 2021-12-03 16:15:40,124 - mmaction - INFO - Epoch [22][880/2689] lr: 6.000e-04, eta: 0:36:47, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3249, loss: 1.3249, grad_norm: 2.4722 2021-12-03 16:16:04,366 - mmaction - INFO - Epoch [22][900/2689] lr: 6.000e-04, eta: 0:36:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8703, loss_cls: 1.3263, loss: 1.3263, grad_norm: 2.4987 2021-12-03 16:16:28,600 - mmaction - INFO - Epoch [22][920/2689] lr: 6.000e-04, eta: 0:35:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1327, loss: 1.1327, grad_norm: 2.3281 2021-12-03 16:16:52,845 - mmaction - INFO - Epoch [22][940/2689] lr: 6.000e-04, eta: 0:35:34, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.3835, loss: 1.3835, grad_norm: 2.4802 2021-12-03 16:17:17,085 - mmaction - INFO - Epoch [22][960/2689] lr: 6.000e-04, eta: 0:35:10, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8797, loss_cls: 1.2758, loss: 1.2758, grad_norm: 2.4234 2021-12-03 16:17:41,322 - mmaction - INFO - Epoch [22][980/2689] lr: 6.000e-04, eta: 0:34:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3534, loss: 1.3534, grad_norm: 2.4489 2021-12-03 16:18:05,594 - mmaction - INFO - Epoch [22][1000/2689] lr: 6.000e-04, eta: 0:34:21, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6891, top5_acc: 0.9000, loss_cls: 1.1095, loss: 1.1095, grad_norm: 2.3197 2021-12-03 16:18:29,833 - mmaction - INFO - Epoch [22][1020/2689] lr: 6.000e-04, eta: 0:33:57, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2354, loss: 1.2354, grad_norm: 2.3926 2021-12-03 16:18:54,074 - mmaction - INFO - Epoch [22][1040/2689] lr: 6.000e-04, eta: 0:33:32, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.4027, loss: 1.4027, grad_norm: 2.4483 2021-12-03 16:19:18,296 - mmaction - INFO - Epoch [22][1060/2689] lr: 6.000e-04, eta: 0:33:08, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8656, loss_cls: 1.3338, loss: 1.3338, grad_norm: 2.4393 2021-12-03 16:19:42,535 - mmaction - INFO - Epoch [22][1080/2689] lr: 6.000e-04, eta: 0:32:43, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.2960, loss: 1.2960, grad_norm: 2.3892 2021-12-03 16:20:06,755 - mmaction - INFO - Epoch [22][1100/2689] lr: 6.000e-04, eta: 0:32:19, time: 1.211, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.2615, loss: 1.2615, grad_norm: 2.3782 2021-12-03 16:20:30,990 - mmaction - INFO - Epoch [22][1120/2689] lr: 6.000e-04, eta: 0:31:54, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3579, loss: 1.3579, grad_norm: 2.4827 2021-12-03 16:20:55,255 - mmaction - INFO - Epoch [22][1140/2689] lr: 6.000e-04, eta: 0:31:30, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.3308, loss: 1.3308, grad_norm: 2.4890 2021-12-03 16:21:19,510 - mmaction - INFO - Epoch [22][1160/2689] lr: 6.000e-04, eta: 0:31:06, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8609, loss_cls: 1.3914, loss: 1.3914, grad_norm: 2.4843 2021-12-03 16:21:43,762 - mmaction - INFO - Epoch [22][1180/2689] lr: 6.000e-04, eta: 0:30:41, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8844, loss_cls: 1.3236, loss: 1.3236, grad_norm: 2.4166 2021-12-03 16:22:08,010 - mmaction - INFO - Epoch [22][1200/2689] lr: 6.000e-04, eta: 0:30:17, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8766, loss_cls: 1.2721, loss: 1.2721, grad_norm: 2.3358 2021-12-03 16:22:32,257 - mmaction - INFO - Epoch [22][1220/2689] lr: 6.000e-04, eta: 0:29:52, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8766, loss_cls: 1.3443, loss: 1.3443, grad_norm: 2.5102 2021-12-03 16:22:56,505 - mmaction - INFO - Epoch [22][1240/2689] lr: 6.000e-04, eta: 0:29:28, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8688, loss_cls: 1.2856, loss: 1.2856, grad_norm: 2.4321 2021-12-03 16:23:23,557 - mmaction - INFO - Epoch [22][1260/2689] lr: 6.000e-04, eta: 0:29:04, time: 1.353, data_time: 0.140, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8750, loss_cls: 1.2764, loss: 1.2764, grad_norm: 2.4295 2021-12-03 16:23:47,805 - mmaction - INFO - Epoch [22][1280/2689] lr: 6.000e-04, eta: 0:28:39, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.1996, loss: 1.1996, grad_norm: 2.3056 2021-12-03 16:24:12,093 - mmaction - INFO - Epoch [22][1300/2689] lr: 6.000e-04, eta: 0:28:15, time: 1.214, data_time: 0.000, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8938, loss_cls: 1.2582, loss: 1.2582, grad_norm: 2.4708 2021-12-03 16:24:36,338 - mmaction - INFO - Epoch [22][1320/2689] lr: 6.000e-04, eta: 0:27:50, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3090, loss: 1.3090, grad_norm: 2.3315 2021-12-03 16:25:00,587 - mmaction - INFO - Epoch [22][1340/2689] lr: 6.000e-04, eta: 0:27:26, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.2701, loss: 1.2701, grad_norm: 2.3991 2021-12-03 16:25:24,809 - mmaction - INFO - Epoch [22][1360/2689] lr: 6.000e-04, eta: 0:27:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8688, loss_cls: 1.4431, loss: 1.4431, grad_norm: 2.5272 2021-12-03 16:25:49,049 - mmaction - INFO - Epoch [22][1380/2689] lr: 6.000e-04, eta: 0:26:37, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 1.2689, loss: 1.2689, grad_norm: 2.3923 2021-12-03 16:26:13,286 - mmaction - INFO - Epoch [22][1400/2689] lr: 6.000e-04, eta: 0:26:13, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.2734, loss: 1.2734, grad_norm: 2.4223 2021-12-03 16:26:37,525 - mmaction - INFO - Epoch [22][1420/2689] lr: 6.000e-04, eta: 0:25:48, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2661, loss: 1.2661, grad_norm: 2.4084 2021-12-03 16:27:01,751 - mmaction - INFO - Epoch [22][1440/2689] lr: 6.000e-04, eta: 0:25:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3268, loss: 1.3268, grad_norm: 2.4078 2021-12-03 16:27:25,972 - mmaction - INFO - Epoch [22][1460/2689] lr: 6.000e-04, eta: 0:24:59, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2182, loss: 1.2182, grad_norm: 2.4225 2021-12-03 16:27:50,183 - mmaction - INFO - Epoch [22][1480/2689] lr: 6.000e-04, eta: 0:24:35, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.9031, loss_cls: 1.1982, loss: 1.1982, grad_norm: 2.3994 2021-12-03 16:28:14,395 - mmaction - INFO - Epoch [22][1500/2689] lr: 6.000e-04, eta: 0:24:11, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3073, loss: 1.3073, grad_norm: 2.4580 2021-12-03 16:28:38,624 - mmaction - INFO - Epoch [22][1520/2689] lr: 6.000e-04, eta: 0:23:46, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8672, loss_cls: 1.3741, loss: 1.3741, grad_norm: 2.4516 2021-12-03 16:29:02,857 - mmaction - INFO - Epoch [22][1540/2689] lr: 6.000e-04, eta: 0:23:22, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.2834, loss: 1.2834, grad_norm: 2.3459 2021-12-03 16:29:27,093 - mmaction - INFO - Epoch [22][1560/2689] lr: 6.000e-04, eta: 0:22:57, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.1561, loss: 1.1561, grad_norm: 2.2295 2021-12-03 16:29:51,335 - mmaction - INFO - Epoch [22][1580/2689] lr: 6.000e-04, eta: 0:22:33, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.9016, loss_cls: 1.1997, loss: 1.1997, grad_norm: 2.3365 2021-12-03 16:30:15,568 - mmaction - INFO - Epoch [22][1600/2689] lr: 6.000e-04, eta: 0:22:09, time: 1.212, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8812, loss_cls: 1.2818, loss: 1.2818, grad_norm: 2.4597 2021-12-03 16:30:39,805 - mmaction - INFO - Epoch [22][1620/2689] lr: 6.000e-04, eta: 0:21:44, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.1460, loss: 1.1460, grad_norm: 2.2556 2021-12-03 16:31:04,043 - mmaction - INFO - Epoch [22][1640/2689] lr: 6.000e-04, eta: 0:21:20, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8766, loss_cls: 1.2530, loss: 1.2530, grad_norm: 2.3673 2021-12-03 16:31:28,282 - mmaction - INFO - Epoch [22][1660/2689] lr: 6.000e-04, eta: 0:20:55, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.4510, loss: 1.4510, grad_norm: 2.5398 2021-12-03 16:31:52,524 - mmaction - INFO - Epoch [22][1680/2689] lr: 6.000e-04, eta: 0:20:31, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8781, loss_cls: 1.2771, loss: 1.2771, grad_norm: 2.3087 2021-12-03 16:32:16,756 - mmaction - INFO - Epoch [22][1700/2689] lr: 6.000e-04, eta: 0:20:07, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8828, loss_cls: 1.2647, loss: 1.2647, grad_norm: 2.3620 2021-12-03 16:32:40,996 - mmaction - INFO - Epoch [22][1720/2689] lr: 6.000e-04, eta: 0:19:42, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2922, loss: 1.2922, grad_norm: 2.3810 2021-12-03 16:33:05,237 - mmaction - INFO - Epoch [22][1740/2689] lr: 6.000e-04, eta: 0:19:18, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.2325, loss: 1.2325, grad_norm: 2.3053 2021-12-03 16:33:29,473 - mmaction - INFO - Epoch [22][1760/2689] lr: 6.000e-04, eta: 0:18:53, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.2581, loss: 1.2581, grad_norm: 2.3281 2021-12-03 16:33:53,671 - mmaction - INFO - Epoch [22][1780/2689] lr: 6.000e-04, eta: 0:18:29, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2386, loss: 1.2386, grad_norm: 2.3340 2021-12-03 16:34:17,936 - mmaction - INFO - Epoch [22][1800/2689] lr: 6.000e-04, eta: 0:18:04, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3392, loss: 1.3392, grad_norm: 2.3859 2021-12-03 16:34:42,171 - mmaction - INFO - Epoch [22][1820/2689] lr: 6.000e-04, eta: 0:17:40, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8594, loss_cls: 1.3980, loss: 1.3980, grad_norm: 2.5518 2021-12-03 16:35:06,413 - mmaction - INFO - Epoch [22][1840/2689] lr: 6.000e-04, eta: 0:17:16, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.2814, loss: 1.2814, grad_norm: 2.4869 2021-12-03 16:35:30,670 - mmaction - INFO - Epoch [22][1860/2689] lr: 6.000e-04, eta: 0:16:51, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2430, loss: 1.2430, grad_norm: 2.4337 2021-12-03 16:35:54,905 - mmaction - INFO - Epoch [22][1880/2689] lr: 6.000e-04, eta: 0:16:27, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.2802, loss: 1.2802, grad_norm: 2.4285 2021-12-03 16:36:19,136 - mmaction - INFO - Epoch [22][1900/2689] lr: 6.000e-04, eta: 0:16:02, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8797, loss_cls: 1.2780, loss: 1.2780, grad_norm: 2.3754 2021-12-03 16:36:43,365 - mmaction - INFO - Epoch [22][1920/2689] lr: 6.000e-04, eta: 0:15:38, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8672, loss_cls: 1.3046, loss: 1.3046, grad_norm: 2.4262 2021-12-03 16:37:07,609 - mmaction - INFO - Epoch [22][1940/2689] lr: 6.000e-04, eta: 0:15:14, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8734, loss_cls: 1.2712, loss: 1.2712, grad_norm: 2.3503 2021-12-03 16:37:31,874 - mmaction - INFO - Epoch [22][1960/2689] lr: 6.000e-04, eta: 0:14:49, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 1.3312, loss: 1.3312, grad_norm: 2.4530 2021-12-03 16:37:56,108 - mmaction - INFO - Epoch [22][1980/2689] lr: 6.000e-04, eta: 0:14:25, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6984, top5_acc: 0.8984, loss_cls: 1.1420, loss: 1.1420, grad_norm: 2.3062 2021-12-03 16:38:20,364 - mmaction - INFO - Epoch [22][2000/2689] lr: 6.000e-04, eta: 0:14:00, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.2708, loss: 1.2708, grad_norm: 2.3646 2021-12-03 16:38:44,603 - mmaction - INFO - Epoch [22][2020/2689] lr: 6.000e-04, eta: 0:13:36, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8797, loss_cls: 1.2893, loss: 1.2893, grad_norm: 2.4935 2021-12-03 16:39:08,814 - mmaction - INFO - Epoch [22][2040/2689] lr: 6.000e-04, eta: 0:13:12, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.2911, loss: 1.2911, grad_norm: 2.3537 2021-12-03 16:39:33,048 - mmaction - INFO - Epoch [22][2060/2689] lr: 6.000e-04, eta: 0:12:47, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.4887, loss: 1.4887, grad_norm: 2.4993 2021-12-03 16:39:57,285 - mmaction - INFO - Epoch [22][2080/2689] lr: 6.000e-04, eta: 0:12:23, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3304, loss: 1.3304, grad_norm: 2.4109 2021-12-03 16:40:21,514 - mmaction - INFO - Epoch [22][2100/2689] lr: 6.000e-04, eta: 0:11:58, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3354, loss: 1.3354, grad_norm: 2.4627 2021-12-03 16:40:45,735 - mmaction - INFO - Epoch [22][2120/2689] lr: 6.000e-04, eta: 0:11:34, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6891, top5_acc: 0.9000, loss_cls: 1.1434, loss: 1.1434, grad_norm: 2.2152 2021-12-03 16:41:09,981 - mmaction - INFO - Epoch [22][2140/2689] lr: 6.000e-04, eta: 0:11:09, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8547, loss_cls: 1.4002, loss: 1.4002, grad_norm: 2.5350 2021-12-03 16:41:34,228 - mmaction - INFO - Epoch [22][2160/2689] lr: 6.000e-04, eta: 0:10:45, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8719, loss_cls: 1.3007, loss: 1.3007, grad_norm: 2.4201 2021-12-03 16:41:58,484 - mmaction - INFO - Epoch [22][2180/2689] lr: 6.000e-04, eta: 0:10:21, time: 1.213, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8656, loss_cls: 1.3246, loss: 1.3246, grad_norm: 2.4546 2021-12-03 16:42:22,695 - mmaction - INFO - Epoch [22][2200/2689] lr: 6.000e-04, eta: 0:09:56, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8656, loss_cls: 1.3290, loss: 1.3290, grad_norm: 2.4060 2021-12-03 16:42:46,899 - mmaction - INFO - Epoch [22][2220/2689] lr: 6.000e-04, eta: 0:09:32, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.9078, loss_cls: 1.1208, loss: 1.1208, grad_norm: 2.3036 2021-12-03 16:43:11,109 - mmaction - INFO - Epoch [22][2240/2689] lr: 6.000e-04, eta: 0:09:07, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8953, loss_cls: 1.1904, loss: 1.1904, grad_norm: 2.2882 2021-12-03 16:43:35,317 - mmaction - INFO - Epoch [22][2260/2689] lr: 6.000e-04, eta: 0:08:43, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8750, loss_cls: 1.2763, loss: 1.2763, grad_norm: 2.4559 2021-12-03 16:43:59,546 - mmaction - INFO - Epoch [22][2280/2689] lr: 6.000e-04, eta: 0:08:19, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8797, loss_cls: 1.2930, loss: 1.2930, grad_norm: 2.4276 2021-12-03 16:44:23,778 - mmaction - INFO - Epoch [22][2300/2689] lr: 6.000e-04, eta: 0:07:54, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.2204, loss: 1.2204, grad_norm: 2.3299 2021-12-03 16:44:47,957 - mmaction - INFO - Epoch [22][2320/2689] lr: 6.000e-04, eta: 0:07:30, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8781, loss_cls: 1.2532, loss: 1.2532, grad_norm: 2.3329 2021-12-03 16:45:12,141 - mmaction - INFO - Epoch [22][2340/2689] lr: 6.000e-04, eta: 0:07:05, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.2806, loss: 1.2806, grad_norm: 2.3646 2021-12-03 16:45:36,336 - mmaction - INFO - Epoch [22][2360/2689] lr: 6.000e-04, eta: 0:06:41, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2661, loss: 1.2661, grad_norm: 2.4295 2021-12-03 16:46:00,558 - mmaction - INFO - Epoch [22][2380/2689] lr: 6.000e-04, eta: 0:06:17, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8812, loss_cls: 1.2044, loss: 1.2044, grad_norm: 2.3145 2021-12-03 16:46:24,750 - mmaction - INFO - Epoch [22][2400/2689] lr: 6.000e-04, eta: 0:05:52, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6828, top5_acc: 0.9031, loss_cls: 1.1859, loss: 1.1859, grad_norm: 2.3191 2021-12-03 16:46:48,959 - mmaction - INFO - Epoch [22][2420/2689] lr: 6.000e-04, eta: 0:05:28, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8875, loss_cls: 1.2113, loss: 1.2113, grad_norm: 2.3631 2021-12-03 16:47:13,153 - mmaction - INFO - Epoch [22][2440/2689] lr: 6.000e-04, eta: 0:05:03, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3281, loss: 1.3281, grad_norm: 2.3669 2021-12-03 16:47:37,369 - mmaction - INFO - Epoch [22][2460/2689] lr: 6.000e-04, eta: 0:04:39, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8875, loss_cls: 1.3224, loss: 1.3224, grad_norm: 2.5084 2021-12-03 16:48:01,543 - mmaction - INFO - Epoch [22][2480/2689] lr: 6.000e-04, eta: 0:04:15, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3243, loss: 1.3243, grad_norm: 2.4651 2021-12-03 16:48:25,746 - mmaction - INFO - Epoch [22][2500/2689] lr: 6.000e-04, eta: 0:03:50, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8891, loss_cls: 1.2543, loss: 1.2543, grad_norm: 2.4525 2021-12-03 16:48:49,939 - mmaction - INFO - Epoch [22][2520/2689] lr: 6.000e-04, eta: 0:03:26, time: 1.210, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.2905, loss: 1.2905, grad_norm: 2.3665 2021-12-03 16:49:14,145 - mmaction - INFO - Epoch [22][2540/2689] lr: 6.000e-04, eta: 0:03:01, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3742, loss: 1.3742, grad_norm: 2.4716 2021-12-03 16:49:38,341 - mmaction - INFO - Epoch [22][2560/2689] lr: 6.000e-04, eta: 0:02:37, time: 1.210, data_time: 0.000, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2727, loss: 1.2727, grad_norm: 2.3819 2021-12-03 16:50:02,531 - mmaction - INFO - Epoch [22][2580/2689] lr: 6.000e-04, eta: 0:02:13, time: 1.209, data_time: 0.000, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.2184, loss: 1.2184, grad_norm: 2.3861 2021-12-03 16:50:26,751 - mmaction - INFO - Epoch [22][2600/2689] lr: 6.000e-04, eta: 0:01:48, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8781, loss_cls: 1.3334, loss: 1.3334, grad_norm: 2.5218 2021-12-03 16:50:50,968 - mmaction - INFO - Epoch [22][2620/2689] lr: 6.000e-04, eta: 0:01:24, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2863, loss: 1.2863, grad_norm: 2.4102 2021-12-03 16:51:15,211 - mmaction - INFO - Epoch [22][2640/2689] lr: 6.000e-04, eta: 0:00:59, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.2987, loss: 1.2987, grad_norm: 2.3428 2021-12-03 16:51:39,442 - mmaction - INFO - Epoch [22][2660/2689] lr: 6.000e-04, eta: 0:00:35, time: 1.212, data_time: 0.000, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8844, loss_cls: 1.2317, loss: 1.2317, grad_norm: 2.3982 2021-12-03 16:52:03,658 - mmaction - INFO - Epoch [22][2680/2689] lr: 6.000e-04, eta: 0:00:10, time: 1.211, data_time: 0.000, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.3282, loss: 1.3282, grad_norm: 2.3189 2021-12-03 16:55:15,634 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-12-03 16:55:15,801 - mmaction - INFO - top1_acc 0.4892 top5_acc 0.7864 2021-12-03 16:55:15,807 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-12-03 16:55:16,730 - mmaction - INFO - Epoch(val) [22][361] top1_acc: 0.4892, top5_acc: 0.7864