2021-06-06 22:51:16,709 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /mnt/lustrenvme/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: 1.3.1 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.15.0+985d284 ------------------------------------------------------------ 2021-06-06 22:51:16,710 - mmaction - INFO - Distributed training: True 2021-06-06 22:51:17,915 - mmaction - INFO - Config: checkpoint_config = dict(interval=1) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = 'https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb/slowfast_r50_8x8x1_256e_kinetics400_rgb_20200716-73547d2b.pth' resume_from = None workflow = [('train', 1)] 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, fusion_kernel=7, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, num_classes=174, spatial_type='avg', dropout_ratio=0.5), train_cfg=None, test_cfg=dict(average_clips='prob')) dataset_type = 'RawframeDataset' data_root = 'data/sth-v1/rawframes_train' data_root_val = 'data/sth-v1/rawframes_val' ann_file_train = 'data/sth-v1/sth-v1_train_list.txt' ann_file_val = 'data/sth-v1/sth-v1_val_list.txt' ann_file_test = 'data/sth-v1/sth-v1_val_list.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=4, train=dict( type='RawframeDataset', ann_file='data/sth-v1/sth-v1_train_list.txt', data_prefix='data/sth-v1/rawframes_train', 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/sth-v1/sth-v1_val_list.txt', data_prefix='data/sth-v1/rawframes_val', 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/sth-v1/sth-v1_val_list.txt', data_prefix='data/sth-v1/rawframes_val', 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' find_unused_parameters = False gpu_ids = range(0, 8) omnisource = False module_hooks = [] 2021-06-06 22:51:40,276 - mmaction - INFO - load checkpoint from https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb/slowfast_r50_8x8x1_256e_kinetics400_rgb_20200716-73547d2b.pth 2021-06-06 22:51:40,277 - mmaction - INFO - Use load_from_http loader 2021-06-06 22:51:41,152 - 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]). 2021-06-06 22:51:41,166 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-42, work_dir: /mnt/lustre/linjintao/try/mmaction2_dev/work_dirs/slowfast_r50_16x8x1_22e_sthv1_rgb 2021-06-06 22:51:41,166 - mmaction - INFO - workflow: [('train', 1)], max: 22 epochs 2021-06-06 22:59:39,266 - mmaction - INFO - Epoch [1][20/2689] lr: 8.012e-03, eta: 16 days, 8:38:03, time: 23.901, data_time: 22.273, memory: 9293, top1_acc: 0.0078, top5_acc: 0.0375, loss_cls: 5.1659, loss: 5.1659, grad_norm: 3.0124 2021-06-06 23:00:04,856 - mmaction - INFO - Epoch [1][40/2689] lr: 1.013e-02, eta: 8 days, 14:46:33, time: 1.282, data_time: 0.005, memory: 9293, top1_acc: 0.0172, top5_acc: 0.0688, loss_cls: 5.1249, loss: 5.1249, grad_norm: 2.9634 2021-06-06 23:00:31,452 - mmaction - INFO - Epoch [1][60/2689] lr: 1.225e-02, eta: 6 days, 1:05:05, time: 1.331, data_time: 0.002, memory: 9293, top1_acc: 0.0094, top5_acc: 0.0594, loss_cls: 5.0908, loss: 5.0908, grad_norm: 2.8482 2021-06-06 23:01:01,162 - mmaction - INFO - Epoch [1][80/2689] lr: 1.436e-02, eta: 4 days, 18:52:16, time: 1.486, data_time: 0.001, memory: 9293, top1_acc: 0.0203, top5_acc: 0.0609, loss_cls: 5.0531, loss: 5.0531, grad_norm: 2.5300 2021-06-06 23:01:35,501 - mmaction - INFO - Epoch [1][100/2689] lr: 1.648e-02, eta: 4 days, 1:29:51, time: 1.716, data_time: 0.001, memory: 9293, top1_acc: 0.0250, top5_acc: 0.0969, loss_cls: 5.0099, loss: 5.0099, grad_norm: 2.4432 2021-06-06 23:02:15,115 - mmaction - INFO - Epoch [1][120/2689] lr: 1.860e-02, eta: 3 days, 14:38:07, time: 1.981, data_time: 0.002, memory: 9293, top1_acc: 0.0297, top5_acc: 0.1203, loss_cls: 4.9361, loss: 4.9361, grad_norm: 2.6756 2021-06-06 23:02:55,933 - mmaction - INFO - Epoch [1][140/2689] lr: 2.072e-02, eta: 3 days, 7:00:44, time: 2.040, data_time: 0.001, memory: 9293, top1_acc: 0.0391, top5_acc: 0.1344, loss_cls: 4.8617, loss: 4.8617, grad_norm: 2.8005 2021-06-06 23:03:37,962 - mmaction - INFO - Epoch [1][160/2689] lr: 2.284e-02, eta: 3 days, 1:25:02, time: 2.101, data_time: 0.002, memory: 9293, top1_acc: 0.0406, top5_acc: 0.1578, loss_cls: 4.8091, loss: 4.8091, grad_norm: 3.0047 2021-06-06 23:04:21,378 - mmaction - INFO - Epoch [1][180/2689] lr: 2.495e-02, eta: 2 days, 21:11:21, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.0484, top5_acc: 0.1625, loss_cls: 4.7664, loss: 4.7664, grad_norm: 3.1297 2021-06-06 23:05:04,642 - mmaction - INFO - Epoch [1][200/2689] lr: 2.707e-02, eta: 2 days, 17:47:33, time: 2.164, data_time: 0.002, memory: 9293, top1_acc: 0.0531, top5_acc: 0.1797, loss_cls: 4.6372, loss: 4.6372, grad_norm: 3.5753 2021-06-06 23:05:46,985 - mmaction - INFO - Epoch [1][220/2689] lr: 2.919e-02, eta: 2 days, 14:56:29, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.0547, top5_acc: 0.1703, loss_cls: 4.6549, loss: 4.6549, grad_norm: 3.3491 2021-06-06 23:06:29,957 - mmaction - INFO - Epoch [1][240/2689] lr: 3.131e-02, eta: 2 days, 12:36:25, time: 2.149, data_time: 0.002, memory: 9293, top1_acc: 0.0813, top5_acc: 0.2125, loss_cls: 4.5698, loss: 4.5698, grad_norm: 3.3788 2021-06-06 23:07:14,894 - mmaction - INFO - Epoch [1][260/2689] lr: 3.342e-02, eta: 2 days, 10:45:15, time: 2.247, data_time: 0.001, memory: 9293, top1_acc: 0.0469, top5_acc: 0.1656, loss_cls: 4.6461, loss: 4.6461, grad_norm: 3.3219 2021-06-06 23:07:59,855 - mmaction - INFO - Epoch [1][280/2689] lr: 3.554e-02, eta: 2 days, 9:09:54, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.0688, top5_acc: 0.1984, loss_cls: 4.6343, loss: 4.6343, grad_norm: 3.5856 2021-06-06 23:08:44,908 - mmaction - INFO - Epoch [1][300/2689] lr: 3.766e-02, eta: 2 days, 7:47:29, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.0391, top5_acc: 0.1688, loss_cls: 4.6721, loss: 4.6721, grad_norm: 3.3933 2021-06-06 23:09:30,891 - mmaction - INFO - Epoch [1][320/2689] lr: 3.978e-02, eta: 2 days, 6:38:06, time: 2.299, data_time: 0.001, memory: 9293, top1_acc: 0.0703, top5_acc: 0.2266, loss_cls: 4.5559, loss: 4.5559, grad_norm: 3.3263 2021-06-06 23:10:12,941 - mmaction - INFO - Epoch [1][340/2689] lr: 4.189e-02, eta: 2 days, 5:25:28, time: 2.102, data_time: 0.001, memory: 9293, top1_acc: 0.0703, top5_acc: 0.2203, loss_cls: 4.4955, loss: 4.4955, grad_norm: 3.3358 2021-06-06 23:10:56,580 - mmaction - INFO - Epoch [1][360/2689] lr: 4.401e-02, eta: 2 days, 4:25:09, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.0641, top5_acc: 0.2000, loss_cls: 4.5559, loss: 4.5559, grad_norm: 3.2584 2021-06-06 23:11:40,198 - mmaction - INFO - Epoch [1][380/2689] lr: 4.613e-02, eta: 2 days, 3:31:03, time: 2.181, data_time: 0.001, memory: 9293, top1_acc: 0.0594, top5_acc: 0.2016, loss_cls: 4.5952, loss: 4.5952, grad_norm: 3.1258 2021-06-06 23:12:27,089 - mmaction - INFO - Epoch [1][400/2689] lr: 4.825e-02, eta: 2 days, 2:50:16, time: 2.344, data_time: 0.001, memory: 9293, top1_acc: 0.0500, top5_acc: 0.2016, loss_cls: 4.6030, loss: 4.6030, grad_norm: 2.8816 2021-06-06 23:13:12,621 - mmaction - INFO - Epoch [1][420/2689] lr: 5.036e-02, eta: 2 days, 2:10:09, time: 2.277, data_time: 0.002, memory: 9293, top1_acc: 0.0312, top5_acc: 0.1625, loss_cls: 4.6699, loss: 4.6699, grad_norm: 2.7246 2021-06-06 23:13:57,459 - mmaction - INFO - Epoch [1][440/2689] lr: 5.248e-02, eta: 2 days, 1:32:05, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.0594, top5_acc: 0.2078, loss_cls: 4.5353, loss: 4.5353, grad_norm: 2.7976 2021-06-06 23:14:42,432 - mmaction - INFO - Epoch [1][460/2689] lr: 5.460e-02, eta: 2 days, 0:57:33, time: 2.249, data_time: 0.002, memory: 9293, top1_acc: 0.0641, top5_acc: 0.2281, loss_cls: 4.5743, loss: 4.5743, grad_norm: 2.9126 2021-06-06 23:15:25,248 - mmaction - INFO - Epoch [1][480/2689] lr: 5.672e-02, eta: 2 days, 0:21:25, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.0437, top5_acc: 0.1750, loss_cls: 4.6320, loss: 4.6320, grad_norm: 2.6612 2021-06-06 23:16:07,872 - mmaction - INFO - Epoch [1][500/2689] lr: 5.884e-02, eta: 1 day, 23:47:46, time: 2.132, data_time: 0.002, memory: 9293, top1_acc: 0.0813, top5_acc: 0.2156, loss_cls: 4.5140, loss: 4.5140, grad_norm: 2.7226 2021-06-06 23:16:54,108 - mmaction - INFO - Epoch [1][520/2689] lr: 6.000e-02, eta: 1 day, 23:23:25, time: 2.312, data_time: 0.001, memory: 9293, top1_acc: 0.0766, top5_acc: 0.2219, loss_cls: 4.4730, loss: 4.4730, grad_norm: 2.8582 2021-06-06 23:17:40,658 - mmaction - INFO - Epoch [1][540/2689] lr: 6.000e-02, eta: 1 day, 23:01:23, time: 2.327, data_time: 0.001, memory: 9293, top1_acc: 0.0625, top5_acc: 0.2266, loss_cls: 4.4847, loss: 4.4847, grad_norm: 2.7691 2021-06-06 23:18:26,804 - mmaction - INFO - Epoch [1][560/2689] lr: 6.000e-02, eta: 1 day, 22:40:11, time: 2.308, data_time: 0.001, memory: 9293, top1_acc: 0.0672, top5_acc: 0.2047, loss_cls: 4.4787, loss: 4.4787, grad_norm: 2.7085 2021-06-06 23:19:12,523 - mmaction - INFO - Epoch [1][580/2689] lr: 6.000e-02, eta: 1 day, 22:19:38, time: 2.285, data_time: 0.001, memory: 9293, top1_acc: 0.0563, top5_acc: 0.1938, loss_cls: 4.5603, loss: 4.5603, grad_norm: 2.4910 2021-06-06 23:19:58,027 - mmaction - INFO - Epoch [1][600/2689] lr: 6.000e-02, eta: 1 day, 22:00:06, time: 2.276, data_time: 0.002, memory: 9293, top1_acc: 0.0703, top5_acc: 0.2156, loss_cls: 4.4857, loss: 4.4857, grad_norm: 2.5269 2021-06-06 23:20:43,125 - mmaction - INFO - Epoch [1][620/2689] lr: 6.000e-02, eta: 1 day, 21:41:07, time: 2.255, data_time: 0.001, memory: 9293, top1_acc: 0.0672, top5_acc: 0.2219, loss_cls: 4.4777, loss: 4.4777, grad_norm: 2.5691 2021-06-06 23:21:27,065 - mmaction - INFO - Epoch [1][640/2689] lr: 6.000e-02, eta: 1 day, 21:21:31, time: 2.197, data_time: 0.001, memory: 9293, top1_acc: 0.0656, top5_acc: 0.2188, loss_cls: 4.4095, loss: 4.4095, grad_norm: 2.6345 2021-06-06 23:22:13,607 - mmaction - INFO - Epoch [1][660/2689] lr: 6.000e-02, eta: 1 day, 21:06:54, time: 2.327, data_time: 0.001, memory: 9293, top1_acc: 0.0797, top5_acc: 0.2625, loss_cls: 4.3483, loss: 4.3483, grad_norm: 2.9934 2021-06-06 23:22:58,924 - mmaction - INFO - Epoch [1][680/2689] lr: 6.000e-02, eta: 1 day, 20:51:20, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.0594, top5_acc: 0.2422, loss_cls: 4.4011, loss: 4.4011, grad_norm: 2.5231 2021-06-06 23:23:42,259 - mmaction - INFO - Epoch [1][700/2689] lr: 6.000e-02, eta: 1 day, 20:33:51, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.0797, top5_acc: 0.2422, loss_cls: 4.4296, loss: 4.4296, grad_norm: 2.6262 2021-06-06 23:24:23,070 - mmaction - INFO - Epoch [1][720/2689] lr: 6.000e-02, eta: 1 day, 20:13:53, time: 2.041, data_time: 0.001, memory: 9293, top1_acc: 0.0781, top5_acc: 0.2719, loss_cls: 4.3205, loss: 4.3205, grad_norm: 2.4342 2021-06-06 23:25:05,480 - mmaction - INFO - Epoch [1][740/2689] lr: 6.000e-02, eta: 1 day, 19:57:05, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.1047, top5_acc: 0.2734, loss_cls: 4.2756, loss: 4.2756, grad_norm: 2.6180 2021-06-06 23:25:49,167 - mmaction - INFO - Epoch [1][760/2689] lr: 6.000e-02, eta: 1 day, 19:42:46, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.1047, top5_acc: 0.2844, loss_cls: 4.2301, loss: 4.2301, grad_norm: 2.8022 2021-06-06 23:26:31,837 - mmaction - INFO - Epoch [1][780/2689] lr: 6.000e-02, eta: 1 day, 19:27:52, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.0672, top5_acc: 0.2406, loss_cls: 4.4248, loss: 4.4248, grad_norm: 2.4722 2021-06-06 23:27:14,909 - mmaction - INFO - Epoch [1][800/2689] lr: 6.000e-02, eta: 1 day, 19:14:09, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.0953, top5_acc: 0.2500, loss_cls: 4.3262, loss: 4.3262, grad_norm: 2.4025 2021-06-06 23:27:58,073 - mmaction - INFO - Epoch [1][820/2689] lr: 6.000e-02, eta: 1 day, 19:01:11, time: 2.158, data_time: 0.002, memory: 9293, top1_acc: 0.0719, top5_acc: 0.2641, loss_cls: 4.3257, loss: 4.3257, grad_norm: 2.4196 2021-06-06 23:28:41,032 - mmaction - INFO - Epoch [1][840/2689] lr: 6.000e-02, eta: 1 day, 18:48:35, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.0969, top5_acc: 0.2828, loss_cls: 4.2370, loss: 4.2370, grad_norm: 2.5412 2021-06-06 23:29:23,154 - mmaction - INFO - Epoch [1][860/2689] lr: 6.000e-02, eta: 1 day, 18:35:34, time: 2.106, data_time: 0.002, memory: 9293, top1_acc: 0.0813, top5_acc: 0.2656, loss_cls: 4.2979, loss: 4.2979, grad_norm: 2.7238 2021-06-06 23:30:06,535 - mmaction - INFO - Epoch [1][880/2689] lr: 6.000e-02, eta: 1 day, 18:24:31, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.0703, top5_acc: 0.2812, loss_cls: 4.2605, loss: 4.2605, grad_norm: 2.4192 2021-06-06 23:30:48,631 - mmaction - INFO - Epoch [1][900/2689] lr: 6.000e-02, eta: 1 day, 18:12:32, time: 2.105, data_time: 0.002, memory: 9293, top1_acc: 0.0781, top5_acc: 0.2641, loss_cls: 4.3753, loss: 4.3753, grad_norm: 2.5482 2021-06-06 23:31:31,003 - mmaction - INFO - Epoch [1][920/2689] lr: 6.000e-02, eta: 1 day, 18:01:20, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.0859, top5_acc: 0.2766, loss_cls: 4.2617, loss: 4.2617, grad_norm: 2.5179 2021-06-06 23:32:14,355 - mmaction - INFO - Epoch [1][940/2689] lr: 6.000e-02, eta: 1 day, 17:51:36, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.0984, top5_acc: 0.2578, loss_cls: 4.2703, loss: 4.2703, grad_norm: 2.4832 2021-06-06 23:32:57,123 - mmaction - INFO - Epoch [1][960/2689] lr: 6.000e-02, eta: 1 day, 17:41:38, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.0953, top5_acc: 0.2672, loss_cls: 4.2501, loss: 4.2501, grad_norm: 2.5422 2021-06-06 23:33:37,135 - mmaction - INFO - Epoch [1][980/2689] lr: 6.000e-02, eta: 1 day, 17:29:19, time: 2.001, data_time: 0.002, memory: 9293, top1_acc: 0.0875, top5_acc: 0.2531, loss_cls: 4.2672, loss: 4.2672, grad_norm: 2.3754 2021-06-06 23:34:19,327 - mmaction - INFO - Epoch [1][1000/2689] lr: 6.000e-02, eta: 1 day, 17:19:36, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.0953, top5_acc: 0.3219, loss_cls: 4.1094, loss: 4.1094, grad_norm: 2.5162 2021-06-06 23:35:01,905 - mmaction - INFO - Epoch [1][1020/2689] lr: 6.000e-02, eta: 1 day, 17:10:36, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.0969, top5_acc: 0.2844, loss_cls: 4.2091, loss: 4.2091, grad_norm: 2.6081 2021-06-06 23:35:42,137 - mmaction - INFO - Epoch [1][1040/2689] lr: 6.000e-02, eta: 1 day, 16:59:43, time: 2.012, data_time: 0.001, memory: 9293, top1_acc: 0.0938, top5_acc: 0.2812, loss_cls: 4.1728, loss: 4.1728, grad_norm: 2.6593 2021-06-06 23:36:24,215 - mmaction - INFO - Epoch [1][1060/2689] lr: 6.000e-02, eta: 1 day, 16:50:55, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.1062, top5_acc: 0.3109, loss_cls: 4.1165, loss: 4.1165, grad_norm: 2.5953 2021-06-06 23:37:06,581 - mmaction - INFO - Epoch [1][1080/2689] lr: 6.000e-02, eta: 1 day, 16:42:40, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.1156, top5_acc: 0.3281, loss_cls: 4.1573, loss: 4.1573, grad_norm: 2.5096 2021-06-06 23:37:48,744 - mmaction - INFO - Epoch [1][1100/2689] lr: 6.000e-02, eta: 1 day, 16:34:31, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.1000, top5_acc: 0.2953, loss_cls: 4.1202, loss: 4.1202, grad_norm: 2.5109 2021-06-06 23:38:27,950 - mmaction - INFO - Epoch [1][1120/2689] lr: 6.000e-02, eta: 1 day, 16:24:05, time: 1.961, data_time: 0.002, memory: 9293, top1_acc: 0.0906, top5_acc: 0.3047, loss_cls: 4.1484, loss: 4.1484, grad_norm: 2.5961 2021-06-06 23:39:10,091 - mmaction - INFO - Epoch [1][1140/2689] lr: 6.000e-02, eta: 1 day, 16:16:28, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.1250, top5_acc: 0.3094, loss_cls: 4.1058, loss: 4.1058, grad_norm: 2.6282 2021-06-06 23:39:51,323 - mmaction - INFO - Epoch [1][1160/2689] lr: 6.000e-02, eta: 1 day, 16:08:21, time: 2.062, data_time: 0.002, memory: 9293, top1_acc: 0.0953, top5_acc: 0.2922, loss_cls: 4.1327, loss: 4.1327, grad_norm: 2.5695 2021-06-06 23:40:34,037 - mmaction - INFO - Epoch [1][1180/2689] lr: 6.000e-02, eta: 1 day, 16:01:42, time: 2.136, data_time: 0.002, memory: 9293, top1_acc: 0.1234, top5_acc: 0.3281, loss_cls: 4.0545, loss: 4.0545, grad_norm: 2.5616 2021-06-06 23:41:15,360 - mmaction - INFO - Epoch [1][1200/2689] lr: 6.000e-02, eta: 1 day, 15:54:07, time: 2.066, data_time: 0.001, memory: 9293, top1_acc: 0.1062, top5_acc: 0.2812, loss_cls: 4.2152, loss: 4.2152, grad_norm: 2.5086 2021-06-06 23:41:56,737 - mmaction - INFO - Epoch [1][1220/2689] lr: 6.000e-02, eta: 1 day, 15:46:48, time: 2.068, data_time: 0.001, memory: 9293, top1_acc: 0.1172, top5_acc: 0.3359, loss_cls: 4.0348, loss: 4.0348, grad_norm: 2.4679 2021-06-06 23:42:35,620 - mmaction - INFO - Epoch [1][1240/2689] lr: 6.000e-02, eta: 1 day, 15:37:46, time: 1.944, data_time: 0.001, memory: 9293, top1_acc: 0.1187, top5_acc: 0.3141, loss_cls: 4.0736, loss: 4.0736, grad_norm: 2.7545 2021-06-06 23:43:17,866 - mmaction - INFO - Epoch [1][1260/2689] lr: 6.000e-02, eta: 1 day, 15:31:34, time: 2.112, data_time: 0.002, memory: 9293, top1_acc: 0.1250, top5_acc: 0.3688, loss_cls: 4.0058, loss: 4.0058, grad_norm: 2.5979 2021-06-06 23:44:01,260 - mmaction - INFO - Epoch [1][1280/2689] lr: 6.000e-02, eta: 1 day, 15:26:25, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.1484, top5_acc: 0.3328, loss_cls: 3.9568, loss: 3.9568, grad_norm: 2.4878 2021-06-06 23:44:44,332 - mmaction - INFO - Epoch [1][1300/2689] lr: 6.000e-02, eta: 1 day, 15:21:09, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.1141, top5_acc: 0.3125, loss_cls: 4.1082, loss: 4.1082, grad_norm: 2.5194 2021-06-06 23:45:28,098 - mmaction - INFO - Epoch [1][1320/2689] lr: 6.000e-02, eta: 1 day, 15:16:32, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.1109, top5_acc: 0.3547, loss_cls: 3.9956, loss: 3.9956, grad_norm: 2.5728 2021-06-06 23:46:08,765 - mmaction - INFO - Epoch [1][1340/2689] lr: 6.000e-02, eta: 1 day, 15:09:48, time: 2.033, data_time: 0.001, memory: 9293, top1_acc: 0.1328, top5_acc: 0.3375, loss_cls: 4.0019, loss: 4.0019, grad_norm: 2.5819 2021-06-06 23:46:51,386 - mmaction - INFO - Epoch [1][1360/2689] lr: 6.000e-02, eta: 1 day, 15:04:38, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.1344, top5_acc: 0.3125, loss_cls: 4.0728, loss: 4.0728, grad_norm: 2.5426 2021-06-06 23:47:32,904 - mmaction - INFO - Epoch [1][1380/2689] lr: 6.000e-02, eta: 1 day, 14:58:50, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.1031, top5_acc: 0.3359, loss_cls: 4.0144, loss: 4.0144, grad_norm: 2.5138 2021-06-06 23:48:18,203 - mmaction - INFO - Epoch [1][1400/2689] lr: 6.000e-02, eta: 1 day, 14:55:45, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.1453, top5_acc: 0.3531, loss_cls: 3.9042, loss: 3.9042, grad_norm: 2.6684 2021-06-06 23:49:02,953 - mmaction - INFO - Epoch [1][1420/2689] lr: 6.000e-02, eta: 1 day, 14:52:24, time: 2.238, data_time: 0.002, memory: 9293, top1_acc: 0.1313, top5_acc: 0.3453, loss_cls: 3.9795, loss: 3.9795, grad_norm: 2.4096 2021-06-06 23:49:44,404 - mmaction - INFO - Epoch [1][1440/2689] lr: 6.000e-02, eta: 1 day, 14:46:54, time: 2.073, data_time: 0.001, memory: 9293, top1_acc: 0.1266, top5_acc: 0.3719, loss_cls: 3.8581, loss: 3.8581, grad_norm: 2.6872 2021-06-06 23:50:26,608 - mmaction - INFO - Epoch [1][1460/2689] lr: 6.000e-02, eta: 1 day, 14:42:01, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.1328, top5_acc: 0.3594, loss_cls: 3.9158, loss: 3.9158, grad_norm: 2.6912 2021-06-06 23:51:11,354 - mmaction - INFO - Epoch [1][1480/2689] lr: 6.000e-02, eta: 1 day, 14:38:55, time: 2.237, data_time: 0.001, memory: 9293, top1_acc: 0.1328, top5_acc: 0.3438, loss_cls: 3.9589, loss: 3.9589, grad_norm: 2.6735 2021-06-06 23:51:57,337 - mmaction - INFO - Epoch [1][1500/2689] lr: 6.000e-02, eta: 1 day, 14:36:40, time: 2.299, data_time: 0.001, memory: 9293, top1_acc: 0.1172, top5_acc: 0.3375, loss_cls: 3.9190, loss: 3.9190, grad_norm: 2.6285 2021-06-06 23:52:42,349 - mmaction - INFO - Epoch [1][1520/2689] lr: 6.000e-02, eta: 1 day, 14:33:49, time: 2.250, data_time: 0.001, memory: 9293, top1_acc: 0.1344, top5_acc: 0.3500, loss_cls: 3.9621, loss: 3.9621, grad_norm: 2.5326 2021-06-06 23:53:27,732 - mmaction - INFO - Epoch [1][1540/2689] lr: 6.000e-02, eta: 1 day, 14:31:17, time: 2.270, data_time: 0.002, memory: 9293, top1_acc: 0.1203, top5_acc: 0.3250, loss_cls: 4.0527, loss: 4.0527, grad_norm: 2.5436 2021-06-06 23:54:13,945 - mmaction - INFO - Epoch [1][1560/2689] lr: 6.000e-02, eta: 1 day, 14:29:18, time: 2.311, data_time: 0.001, memory: 9293, top1_acc: 0.1156, top5_acc: 0.3516, loss_cls: 3.9324, loss: 3.9324, grad_norm: 2.4343 2021-06-06 23:55:00,090 - mmaction - INFO - Epoch [1][1580/2689] lr: 6.000e-02, eta: 1 day, 14:27:18, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.1156, top5_acc: 0.3344, loss_cls: 4.0291, loss: 4.0291, grad_norm: 2.6658 2021-06-06 23:55:44,844 - mmaction - INFO - Epoch [1][1600/2689] lr: 6.000e-02, eta: 1 day, 14:24:30, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.1469, top5_acc: 0.3844, loss_cls: 3.9057, loss: 3.9057, grad_norm: 2.6969 2021-06-06 23:56:30,123 - mmaction - INFO - Epoch [1][1620/2689] lr: 6.000e-02, eta: 1 day, 14:22:04, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.1094, top5_acc: 0.3656, loss_cls: 3.9668, loss: 3.9668, grad_norm: 2.6083 2021-06-06 23:57:12,402 - mmaction - INFO - Epoch [1][1640/2689] lr: 6.000e-02, eta: 1 day, 14:17:55, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.1156, top5_acc: 0.3297, loss_cls: 3.9799, loss: 3.9799, grad_norm: 2.5886 2021-06-06 23:57:59,042 - mmaction - INFO - Epoch [1][1660/2689] lr: 6.000e-02, eta: 1 day, 14:16:22, time: 2.332, data_time: 0.002, memory: 9293, top1_acc: 0.1000, top5_acc: 0.3187, loss_cls: 4.0548, loss: 4.0548, grad_norm: 2.4463 2021-06-06 23:58:43,125 - mmaction - INFO - Epoch [1][1680/2689] lr: 6.000e-02, eta: 1 day, 14:13:22, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.1484, top5_acc: 0.3422, loss_cls: 3.9508, loss: 3.9508, grad_norm: 2.4268 2021-06-06 23:59:29,325 - mmaction - INFO - Epoch [1][1700/2689] lr: 6.000e-02, eta: 1 day, 14:11:37, time: 2.310, data_time: 0.001, memory: 9293, top1_acc: 0.1313, top5_acc: 0.3859, loss_cls: 3.8780, loss: 3.8780, grad_norm: 2.5150 2021-06-07 00:00:20,501 - mmaction - INFO - Epoch [1][1720/2689] lr: 6.000e-02, eta: 1 day, 14:12:36, time: 2.553, data_time: 0.007, memory: 9293, top1_acc: 0.1516, top5_acc: 0.3672, loss_cls: 3.8972, loss: 3.8972, grad_norm: 2.5357 2021-06-07 00:01:03,297 - mmaction - INFO - Epoch [1][1740/2689] lr: 6.000e-02, eta: 1 day, 14:09:04, time: 2.146, data_time: 0.012, memory: 9293, top1_acc: 0.1344, top5_acc: 0.3625, loss_cls: 3.8739, loss: 3.8739, grad_norm: 2.5567 2021-06-07 00:01:48,538 - mmaction - INFO - Epoch [1][1760/2689] lr: 6.000e-02, eta: 1 day, 14:06:52, time: 2.262, data_time: 0.001, memory: 9293, top1_acc: 0.1375, top5_acc: 0.3422, loss_cls: 3.9170, loss: 3.9170, grad_norm: 2.5601 2021-06-07 00:02:30,532 - mmaction - INFO - Epoch [1][1780/2689] lr: 6.000e-02, eta: 1 day, 14:02:56, time: 2.100, data_time: 0.001, memory: 9293, top1_acc: 0.1281, top5_acc: 0.3750, loss_cls: 3.8548, loss: 3.8548, grad_norm: 2.4816 2021-06-07 00:03:15,733 - mmaction - INFO - Epoch [1][1800/2689] lr: 6.000e-02, eta: 1 day, 14:00:47, time: 2.260, data_time: 0.001, memory: 9293, top1_acc: 0.1469, top5_acc: 0.3750, loss_cls: 3.7853, loss: 3.7853, grad_norm: 2.4475 2021-06-07 00:04:01,612 - mmaction - INFO - Epoch [1][1820/2689] lr: 6.000e-02, eta: 1 day, 13:59:02, time: 2.294, data_time: 0.001, memory: 9293, top1_acc: 0.1500, top5_acc: 0.3797, loss_cls: 3.8692, loss: 3.8692, grad_norm: 2.6151 2021-06-07 00:04:46,033 - mmaction - INFO - Epoch [1][1840/2689] lr: 6.000e-02, eta: 1 day, 13:56:32, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.1328, top5_acc: 0.3734, loss_cls: 3.9234, loss: 3.9234, grad_norm: 2.3980 2021-06-07 00:05:28,438 - mmaction - INFO - Epoch [1][1860/2689] lr: 6.000e-02, eta: 1 day, 13:53:02, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.1344, top5_acc: 0.3781, loss_cls: 3.9067, loss: 3.9067, grad_norm: 2.6568 2021-06-07 00:06:13,663 - mmaction - INFO - Epoch [1][1880/2689] lr: 6.000e-02, eta: 1 day, 13:51:02, time: 2.262, data_time: 0.003, memory: 9293, top1_acc: 0.1359, top5_acc: 0.3422, loss_cls: 3.9895, loss: 3.9895, grad_norm: 2.4641 2021-06-07 00:06:59,785 - mmaction - INFO - Epoch [1][1900/2689] lr: 6.000e-02, eta: 1 day, 13:49:31, time: 2.306, data_time: 0.001, memory: 9293, top1_acc: 0.1578, top5_acc: 0.4047, loss_cls: 3.8045, loss: 3.8045, grad_norm: 2.4203 2021-06-07 00:07:46,464 - mmaction - INFO - Epoch [1][1920/2689] lr: 6.000e-02, eta: 1 day, 13:48:17, time: 2.334, data_time: 0.001, memory: 9293, top1_acc: 0.1437, top5_acc: 0.4000, loss_cls: 3.7889, loss: 3.7889, grad_norm: 2.4659 2021-06-07 00:08:31,244 - mmaction - INFO - Epoch [1][1940/2689] lr: 6.000e-02, eta: 1 day, 13:46:07, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.1500, top5_acc: 0.3891, loss_cls: 3.8351, loss: 3.8351, grad_norm: 2.5960 2021-06-07 00:09:16,941 - mmaction - INFO - Epoch [1][1960/2689] lr: 6.000e-02, eta: 1 day, 13:44:26, time: 2.284, data_time: 0.001, memory: 9293, top1_acc: 0.1562, top5_acc: 0.4547, loss_cls: 3.6675, loss: 3.6675, grad_norm: 2.4698 2021-06-07 00:10:02,003 - mmaction - INFO - Epoch [1][1980/2689] lr: 6.000e-02, eta: 1 day, 13:42:28, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.1422, top5_acc: 0.3688, loss_cls: 3.8760, loss: 3.8760, grad_norm: 2.5000 2021-06-07 00:10:48,739 - mmaction - INFO - Epoch [1][2000/2689] lr: 6.000e-02, eta: 1 day, 13:41:20, time: 2.337, data_time: 0.002, memory: 9293, top1_acc: 0.1453, top5_acc: 0.4078, loss_cls: 3.7560, loss: 3.7560, grad_norm: 2.2673 2021-06-07 00:11:32,165 - mmaction - INFO - Epoch [1][2020/2689] lr: 6.000e-02, eta: 1 day, 13:38:37, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.1406, top5_acc: 0.3797, loss_cls: 3.8069, loss: 3.8069, grad_norm: 2.6874 2021-06-07 00:12:14,043 - mmaction - INFO - Epoch [1][2040/2689] lr: 6.000e-02, eta: 1 day, 13:35:14, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.1562, top5_acc: 0.3984, loss_cls: 3.7927, loss: 3.7927, grad_norm: 2.5445 2021-06-07 00:12:54,433 - mmaction - INFO - Epoch [1][2060/2689] lr: 6.000e-02, eta: 1 day, 13:31:13, time: 2.020, data_time: 0.001, memory: 9293, top1_acc: 0.1547, top5_acc: 0.3703, loss_cls: 3.7955, loss: 3.7955, grad_norm: 2.5411 2021-06-07 00:13:37,140 - mmaction - INFO - Epoch [1][2080/2689] lr: 6.000e-02, eta: 1 day, 13:28:19, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.1547, top5_acc: 0.4016, loss_cls: 3.7097, loss: 3.7097, grad_norm: 2.6622 2021-06-07 00:14:16,434 - mmaction - INFO - Epoch [1][2100/2689] lr: 6.000e-02, eta: 1 day, 13:23:55, time: 1.965, data_time: 0.001, memory: 9293, top1_acc: 0.1516, top5_acc: 0.4219, loss_cls: 3.7788, loss: 3.7788, grad_norm: 2.4921 2021-06-07 00:14:58,425 - mmaction - INFO - Epoch [1][2120/2689] lr: 6.000e-02, eta: 1 day, 13:20:49, time: 2.100, data_time: 0.002, memory: 9293, top1_acc: 0.1703, top5_acc: 0.4109, loss_cls: 3.7323, loss: 3.7323, grad_norm: 2.5790 2021-06-07 00:15:42,236 - mmaction - INFO - Epoch [1][2140/2689] lr: 6.000e-02, eta: 1 day, 13:18:33, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.1641, top5_acc: 0.3828, loss_cls: 3.7735, loss: 3.7735, grad_norm: 2.5651 2021-06-07 00:16:26,078 - mmaction - INFO - Epoch [1][2160/2689] lr: 6.000e-02, eta: 1 day, 13:16:19, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.1812, top5_acc: 0.4328, loss_cls: 3.6691, loss: 3.6691, grad_norm: 2.5233 2021-06-07 00:17:10,746 - mmaction - INFO - Epoch [1][2180/2689] lr: 6.000e-02, eta: 1 day, 13:14:29, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.1516, top5_acc: 0.3797, loss_cls: 3.8796, loss: 3.8796, grad_norm: 2.4467 2021-06-07 00:17:55,370 - mmaction - INFO - Epoch [1][2200/2689] lr: 6.000e-02, eta: 1 day, 13:12:39, time: 2.232, data_time: 0.001, memory: 9293, top1_acc: 0.1547, top5_acc: 0.4281, loss_cls: 3.6926, loss: 3.6926, grad_norm: 2.5602 2021-06-07 00:18:39,596 - mmaction - INFO - Epoch [1][2220/2689] lr: 6.000e-02, eta: 1 day, 13:10:40, time: 2.211, data_time: 0.001, memory: 9293, top1_acc: 0.1672, top5_acc: 0.4031, loss_cls: 3.6939, loss: 3.6939, grad_norm: 2.6477 2021-06-07 00:19:24,253 - mmaction - INFO - Epoch [1][2240/2689] lr: 6.000e-02, eta: 1 day, 13:08:53, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.1797, top5_acc: 0.4250, loss_cls: 3.6692, loss: 3.6692, grad_norm: 2.5521 2021-06-07 00:20:07,910 - mmaction - INFO - Epoch [1][2260/2689] lr: 6.000e-02, eta: 1 day, 13:06:42, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.1812, top5_acc: 0.4609, loss_cls: 3.6181, loss: 3.6181, grad_norm: 2.4821 2021-06-07 00:20:50,767 - mmaction - INFO - Epoch [1][2280/2689] lr: 6.000e-02, eta: 1 day, 13:04:13, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.1266, top5_acc: 0.3688, loss_cls: 3.8755, loss: 3.8755, grad_norm: 2.5311 2021-06-07 00:21:32,510 - mmaction - INFO - Epoch [1][2300/2689] lr: 6.000e-02, eta: 1 day, 13:01:17, time: 2.087, data_time: 0.001, memory: 9293, top1_acc: 0.1531, top5_acc: 0.3875, loss_cls: 3.7423, loss: 3.7423, grad_norm: 2.3228 2021-06-07 00:22:14,196 - mmaction - INFO - Epoch [1][2320/2689] lr: 6.000e-02, eta: 1 day, 12:58:23, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.1781, top5_acc: 0.4281, loss_cls: 3.6028, loss: 3.6028, grad_norm: 2.5018 2021-06-07 00:22:56,122 - mmaction - INFO - Epoch [1][2340/2689] lr: 6.000e-02, eta: 1 day, 12:55:37, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.1781, top5_acc: 0.4188, loss_cls: 3.7372, loss: 3.7372, grad_norm: 2.5223 2021-06-07 00:23:35,247 - mmaction - INFO - Epoch [1][2360/2689] lr: 6.000e-02, eta: 1 day, 12:51:46, time: 1.956, data_time: 0.001, memory: 9293, top1_acc: 0.1656, top5_acc: 0.4406, loss_cls: 3.7277, loss: 3.7277, grad_norm: 2.5972 2021-06-07 00:24:15,714 - mmaction - INFO - Epoch [1][2380/2689] lr: 6.000e-02, eta: 1 day, 12:48:30, time: 2.024, data_time: 0.001, memory: 9293, top1_acc: 0.1688, top5_acc: 0.4281, loss_cls: 3.6110, loss: 3.6110, grad_norm: 2.6569 2021-06-07 00:24:56,906 - mmaction - INFO - Epoch [1][2400/2689] lr: 6.000e-02, eta: 1 day, 12:45:33, time: 2.059, data_time: 0.001, memory: 9293, top1_acc: 0.1437, top5_acc: 0.4109, loss_cls: 3.7780, loss: 3.7780, grad_norm: 2.5116 2021-06-07 00:25:38,606 - mmaction - INFO - Epoch [1][2420/2689] lr: 6.000e-02, eta: 1 day, 12:42:51, time: 2.085, data_time: 0.002, memory: 9293, top1_acc: 0.1531, top5_acc: 0.3641, loss_cls: 3.7472, loss: 3.7472, grad_norm: 2.4255 2021-06-07 00:26:21,271 - mmaction - INFO - Epoch [1][2440/2689] lr: 6.000e-02, eta: 1 day, 12:40:33, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.1719, top5_acc: 0.3766, loss_cls: 3.7111, loss: 3.7111, grad_norm: 2.4747 2021-06-07 00:27:02,672 - mmaction - INFO - Epoch [1][2460/2689] lr: 6.000e-02, eta: 1 day, 12:37:48, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.1750, top5_acc: 0.4109, loss_cls: 3.6647, loss: 3.6647, grad_norm: 2.5157 2021-06-07 00:27:45,701 - mmaction - INFO - Epoch [1][2480/2689] lr: 6.000e-02, eta: 1 day, 12:35:42, time: 2.152, data_time: 0.001, memory: 9293, top1_acc: 0.1578, top5_acc: 0.3937, loss_cls: 3.8067, loss: 3.8067, grad_norm: 2.5685 2021-06-07 00:28:26,739 - mmaction - INFO - Epoch [1][2500/2689] lr: 6.000e-02, eta: 1 day, 12:32:51, time: 2.051, data_time: 0.001, memory: 9293, top1_acc: 0.1625, top5_acc: 0.4062, loss_cls: 3.7504, loss: 3.7504, grad_norm: 2.2854 2021-06-07 00:29:09,230 - mmaction - INFO - Epoch [1][2520/2689] lr: 6.000e-02, eta: 1 day, 12:30:36, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.1703, top5_acc: 0.4156, loss_cls: 3.6514, loss: 3.6514, grad_norm: 2.3560 2021-06-07 00:29:51,599 - mmaction - INFO - Epoch [1][2540/2689] lr: 6.000e-02, eta: 1 day, 12:28:20, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.1766, top5_acc: 0.4219, loss_cls: 3.6505, loss: 3.6505, grad_norm: 2.3663 2021-06-07 00:30:32,337 - mmaction - INFO - Epoch [1][2560/2689] lr: 6.000e-02, eta: 1 day, 12:25:29, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.1547, top5_acc: 0.4156, loss_cls: 3.7482, loss: 3.7482, grad_norm: 2.3281 2021-06-07 00:31:14,715 - mmaction - INFO - Epoch [1][2580/2689] lr: 6.000e-02, eta: 1 day, 12:23:16, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.1922, top5_acc: 0.4359, loss_cls: 3.5651, loss: 3.5651, grad_norm: 2.5808 2021-06-07 00:31:56,387 - mmaction - INFO - Epoch [1][2600/2689] lr: 6.000e-02, eta: 1 day, 12:20:48, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.1891, top5_acc: 0.4422, loss_cls: 3.5536, loss: 3.5536, grad_norm: 2.5889 2021-06-07 00:32:37,694 - mmaction - INFO - Epoch [1][2620/2689] lr: 6.000e-02, eta: 1 day, 12:18:15, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.1859, top5_acc: 0.4469, loss_cls: 3.6215, loss: 3.6215, grad_norm: 2.5488 2021-06-07 00:33:18,061 - mmaction - INFO - Epoch [1][2640/2689] lr: 6.000e-02, eta: 1 day, 12:15:23, time: 2.018, data_time: 0.001, memory: 9293, top1_acc: 0.2047, top5_acc: 0.4766, loss_cls: 3.4968, loss: 3.4968, grad_norm: 2.5353 2021-06-07 00:34:01,827 - mmaction - INFO - Epoch [1][2660/2689] lr: 6.000e-02, eta: 1 day, 12:13:45, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.2000, top5_acc: 0.4344, loss_cls: 3.6108, loss: 3.6108, grad_norm: 2.4889 2021-06-07 00:34:45,709 - mmaction - INFO - Epoch [1][2680/2689] lr: 6.000e-02, eta: 1 day, 12:12:11, time: 2.195, data_time: 0.001, memory: 9293, top1_acc: 0.2031, top5_acc: 0.4344, loss_cls: 3.5811, loss: 3.5811, grad_norm: 2.5247 2021-06-07 00:35:10,012 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-06-07 00:43:07,195 - mmaction - INFO - Epoch [2][20/2689] lr: 6.000e-02, eta: 1 day, 14:33:03, time: 23.787, data_time: 22.424, memory: 9293, top1_acc: 0.2047, top5_acc: 0.4297, loss_cls: 3.5604, loss: 3.5604, grad_norm: 2.3674 2021-06-07 00:43:32,987 - mmaction - INFO - Epoch [2][40/2689] lr: 6.000e-02, eta: 1 day, 14:24:11, time: 1.291, data_time: 0.004, memory: 9293, top1_acc: 0.1969, top5_acc: 0.4531, loss_cls: 3.5875, loss: 3.5875, grad_norm: 2.5079 2021-06-07 00:43:59,855 - mmaction - INFO - Epoch [2][60/2689] lr: 6.000e-02, eta: 1 day, 14:15:48, time: 1.343, data_time: 0.001, memory: 9293, top1_acc: 0.1922, top5_acc: 0.4484, loss_cls: 3.5085, loss: 3.5085, grad_norm: 2.5841 2021-06-07 00:44:30,728 - mmaction - INFO - Epoch [2][80/2689] lr: 6.000e-02, eta: 1 day, 14:08:53, time: 1.544, data_time: 0.001, memory: 9293, top1_acc: 0.1922, top5_acc: 0.4734, loss_cls: 3.5377, loss: 3.5377, grad_norm: 2.4522 2021-06-07 00:45:05,008 - mmaction - INFO - Epoch [2][100/2689] lr: 6.000e-02, eta: 1 day, 14:03:12, time: 1.712, data_time: 0.009, memory: 9293, top1_acc: 0.1922, top5_acc: 0.4625, loss_cls: 3.4870, loss: 3.4870, grad_norm: 2.4527 2021-06-07 00:45:42,938 - mmaction - INFO - Epoch [2][120/2689] lr: 6.000e-02, eta: 1 day, 13:58:50, time: 1.899, data_time: 0.008, memory: 9293, top1_acc: 0.1641, top5_acc: 0.4797, loss_cls: 3.4710, loss: 3.4710, grad_norm: 2.6321 2021-06-07 00:46:23,012 - mmaction - INFO - Epoch [2][140/2689] lr: 6.000e-02, eta: 1 day, 13:55:13, time: 2.004, data_time: 0.001, memory: 9293, top1_acc: 0.1891, top5_acc: 0.4484, loss_cls: 3.5500, loss: 3.5500, grad_norm: 2.5537 2021-06-07 00:47:03,850 - mmaction - INFO - Epoch [2][160/2689] lr: 6.000e-02, eta: 1 day, 13:51:54, time: 2.042, data_time: 0.001, memory: 9293, top1_acc: 0.2094, top5_acc: 0.4578, loss_cls: 3.4654, loss: 3.4654, grad_norm: 2.3247 2021-06-07 00:47:45,240 - mmaction - INFO - Epoch [2][180/2689] lr: 6.000e-02, eta: 1 day, 13:48:48, time: 2.070, data_time: 0.002, memory: 9293, top1_acc: 0.1906, top5_acc: 0.4359, loss_cls: 3.6049, loss: 3.6049, grad_norm: 2.5858 2021-06-07 00:48:28,125 - mmaction - INFO - Epoch [2][200/2689] lr: 6.000e-02, eta: 1 day, 13:46:13, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.1703, top5_acc: 0.4484, loss_cls: 3.5003, loss: 3.5003, grad_norm: 2.3268 2021-06-07 00:49:09,820 - mmaction - INFO - Epoch [2][220/2689] lr: 6.000e-02, eta: 1 day, 13:43:16, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.1688, top5_acc: 0.4484, loss_cls: 3.5631, loss: 3.5631, grad_norm: 2.7258 2021-06-07 00:49:53,900 - mmaction - INFO - Epoch [2][240/2689] lr: 6.000e-02, eta: 1 day, 13:41:07, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.1875, top5_acc: 0.4875, loss_cls: 3.5457, loss: 3.5457, grad_norm: 2.4552 2021-06-07 00:50:36,621 - mmaction - INFO - Epoch [2][260/2689] lr: 6.000e-02, eta: 1 day, 13:38:33, time: 2.136, data_time: 0.002, memory: 9293, top1_acc: 0.2281, top5_acc: 0.4797, loss_cls: 3.4511, loss: 3.4511, grad_norm: 2.7003 2021-06-07 00:51:20,323 - mmaction - INFO - Epoch [2][280/2689] lr: 6.000e-02, eta: 1 day, 13:36:20, time: 2.186, data_time: 0.002, memory: 9293, top1_acc: 0.1984, top5_acc: 0.4625, loss_cls: 3.5015, loss: 3.5015, grad_norm: 2.4000 2021-06-07 00:52:02,791 - mmaction - INFO - Epoch [2][300/2689] lr: 6.000e-02, eta: 1 day, 13:33:44, time: 2.123, data_time: 0.001, memory: 9293, top1_acc: 0.1781, top5_acc: 0.4813, loss_cls: 3.4745, loss: 3.4745, grad_norm: 2.5587 2021-06-07 00:52:47,030 - mmaction - INFO - Epoch [2][320/2689] lr: 6.000e-02, eta: 1 day, 13:31:43, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.2031, top5_acc: 0.4625, loss_cls: 3.4985, loss: 3.4985, grad_norm: 2.5361 2021-06-07 00:53:28,613 - mmaction - INFO - Epoch [2][340/2689] lr: 6.000e-02, eta: 1 day, 13:28:54, time: 2.079, data_time: 0.001, memory: 9293, top1_acc: 0.2078, top5_acc: 0.4891, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.5485 2021-06-07 00:54:09,792 - mmaction - INFO - Epoch [2][360/2689] lr: 6.000e-02, eta: 1 day, 13:25:58, time: 2.059, data_time: 0.001, memory: 9293, top1_acc: 0.2000, top5_acc: 0.4703, loss_cls: 3.4389, loss: 3.4389, grad_norm: 2.4157 2021-06-07 00:54:52,061 - mmaction - INFO - Epoch [2][380/2689] lr: 6.000e-02, eta: 1 day, 13:23:25, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.1938, top5_acc: 0.4609, loss_cls: 3.4867, loss: 3.4867, grad_norm: 2.6016 2021-06-07 00:55:32,128 - mmaction - INFO - Epoch [2][400/2689] lr: 6.000e-02, eta: 1 day, 13:20:13, time: 2.004, data_time: 0.001, memory: 9293, top1_acc: 0.1703, top5_acc: 0.4500, loss_cls: 3.5268, loss: 3.5268, grad_norm: 2.5960 2021-06-07 00:56:12,925 - mmaction - INFO - Epoch [2][420/2689] lr: 6.000e-02, eta: 1 day, 13:17:16, time: 2.039, data_time: 0.001, memory: 9293, top1_acc: 0.2141, top5_acc: 0.5000, loss_cls: 3.4135, loss: 3.4135, grad_norm: 2.5369 2021-06-07 00:56:55,152 - mmaction - INFO - Epoch [2][440/2689] lr: 6.000e-02, eta: 1 day, 13:14:47, time: 2.112, data_time: 0.001, memory: 9293, top1_acc: 0.2156, top5_acc: 0.5125, loss_cls: 3.3482, loss: 3.3482, grad_norm: 2.4662 2021-06-07 00:57:36,658 - mmaction - INFO - Epoch [2][460/2689] lr: 6.000e-02, eta: 1 day, 13:12:06, time: 2.075, data_time: 0.001, memory: 9293, top1_acc: 0.1875, top5_acc: 0.4391, loss_cls: 3.5906, loss: 3.5906, grad_norm: 2.5061 2021-06-07 00:58:18,129 - mmaction - INFO - Epoch [2][480/2689] lr: 6.000e-02, eta: 1 day, 13:09:26, time: 2.074, data_time: 0.001, memory: 9293, top1_acc: 0.2094, top5_acc: 0.4781, loss_cls: 3.4206, loss: 3.4206, grad_norm: 2.5693 2021-06-07 00:58:58,862 - mmaction - INFO - Epoch [2][500/2689] lr: 6.000e-02, eta: 1 day, 13:06:34, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.1844, top5_acc: 0.4437, loss_cls: 3.5957, loss: 3.5957, grad_norm: 2.5252 2021-06-07 00:59:41,470 - mmaction - INFO - Epoch [2][520/2689] lr: 6.000e-02, eta: 1 day, 13:04:17, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.4230, loss: 3.4230, grad_norm: 2.6391 2021-06-07 01:00:24,326 - mmaction - INFO - Epoch [2][540/2689] lr: 6.000e-02, eta: 1 day, 13:02:05, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.2047, top5_acc: 0.4750, loss_cls: 3.4843, loss: 3.4843, grad_norm: 2.3910 2021-06-07 01:01:05,880 - mmaction - INFO - Epoch [2][560/2689] lr: 6.000e-02, eta: 1 day, 12:59:32, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.2156, top5_acc: 0.4781, loss_cls: 3.4067, loss: 3.4067, grad_norm: 2.5832 2021-06-07 01:01:49,393 - mmaction - INFO - Epoch [2][580/2689] lr: 6.000e-02, eta: 1 day, 12:57:34, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.1969, top5_acc: 0.4609, loss_cls: 3.4829, loss: 3.4829, grad_norm: 2.4571 2021-06-07 01:02:31,846 - mmaction - INFO - Epoch [2][600/2689] lr: 6.000e-02, eta: 1 day, 12:55:19, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.2297, top5_acc: 0.4625, loss_cls: 3.4511, loss: 3.4511, grad_norm: 2.5622 2021-06-07 01:03:15,905 - mmaction - INFO - Epoch [2][620/2689] lr: 6.000e-02, eta: 1 day, 12:53:32, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.1891, top5_acc: 0.4531, loss_cls: 3.4934, loss: 3.4934, grad_norm: 2.4117 2021-06-07 01:03:59,494 - mmaction - INFO - Epoch [2][640/2689] lr: 6.000e-02, eta: 1 day, 12:51:38, time: 2.180, data_time: 0.002, memory: 9293, top1_acc: 0.1906, top5_acc: 0.4453, loss_cls: 3.6407, loss: 3.6407, grad_norm: 2.4608 2021-06-07 01:04:40,100 - mmaction - INFO - Epoch [2][660/2689] lr: 6.000e-02, eta: 1 day, 12:48:54, time: 2.030, data_time: 0.001, memory: 9293, top1_acc: 0.2062, top5_acc: 0.4750, loss_cls: 3.3848, loss: 3.3848, grad_norm: 2.4508 2021-06-07 01:05:22,471 - mmaction - INFO - Epoch [2][680/2689] lr: 6.000e-02, eta: 1 day, 12:46:42, time: 2.119, data_time: 0.002, memory: 9293, top1_acc: 0.2125, top5_acc: 0.5031, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.5630 2021-06-07 01:06:06,132 - mmaction - INFO - Epoch [2][700/2689] lr: 6.000e-02, eta: 1 day, 12:44:52, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.2016, top5_acc: 0.4859, loss_cls: 3.4581, loss: 3.4581, grad_norm: 2.4803 2021-06-07 01:06:51,050 - mmaction - INFO - Epoch [2][720/2689] lr: 6.000e-02, eta: 1 day, 12:43:23, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.2437, top5_acc: 0.4641, loss_cls: 3.4306, loss: 3.4306, grad_norm: 2.4370 2021-06-07 01:07:37,011 - mmaction - INFO - Epoch [2][740/2689] lr: 6.000e-02, eta: 1 day, 12:42:12, time: 2.298, data_time: 0.001, memory: 9293, top1_acc: 0.2125, top5_acc: 0.4766, loss_cls: 3.4553, loss: 3.4553, grad_norm: 2.6845 2021-06-07 01:08:21,726 - mmaction - INFO - Epoch [2][760/2689] lr: 6.000e-02, eta: 1 day, 12:40:41, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.2188, top5_acc: 0.4672, loss_cls: 3.3901, loss: 3.3901, grad_norm: 2.6596 2021-06-07 01:09:07,875 - mmaction - INFO - Epoch [2][780/2689] lr: 6.000e-02, eta: 1 day, 12:39:33, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.1969, top5_acc: 0.4516, loss_cls: 3.5225, loss: 3.5225, grad_norm: 2.4189 2021-06-07 01:09:53,623 - mmaction - INFO - Epoch [2][800/2689] lr: 6.000e-02, eta: 1 day, 12:38:20, time: 2.288, data_time: 0.002, memory: 9293, top1_acc: 0.2344, top5_acc: 0.5172, loss_cls: 3.2722, loss: 3.2722, grad_norm: 2.4643 2021-06-07 01:10:38,946 - mmaction - INFO - Epoch [2][820/2689] lr: 6.000e-02, eta: 1 day, 12:36:59, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.2188, top5_acc: 0.4938, loss_cls: 3.4162, loss: 3.4162, grad_norm: 2.4562 2021-06-07 01:11:24,102 - mmaction - INFO - Epoch [2][840/2689] lr: 6.000e-02, eta: 1 day, 12:35:37, time: 2.258, data_time: 0.002, memory: 9293, top1_acc: 0.2234, top5_acc: 0.4953, loss_cls: 3.4018, loss: 3.4018, grad_norm: 2.6447 2021-06-07 01:12:07,154 - mmaction - INFO - Epoch [2][860/2689] lr: 6.000e-02, eta: 1 day, 12:33:42, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.1828, top5_acc: 0.4688, loss_cls: 3.4492, loss: 3.4492, grad_norm: 2.5557 2021-06-07 01:12:52,095 - mmaction - INFO - Epoch [2][880/2689] lr: 6.000e-02, eta: 1 day, 12:32:18, time: 2.247, data_time: 0.001, memory: 9293, top1_acc: 0.2109, top5_acc: 0.5047, loss_cls: 3.4053, loss: 3.4053, grad_norm: 2.5356 2021-06-07 01:13:35,897 - mmaction - INFO - Epoch [2][900/2689] lr: 6.000e-02, eta: 1 day, 12:30:36, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.2266, top5_acc: 0.4891, loss_cls: 3.4351, loss: 3.4351, grad_norm: 2.7265 2021-06-07 01:14:20,457 - mmaction - INFO - Epoch [2][920/2689] lr: 6.000e-02, eta: 1 day, 12:29:06, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.1859, top5_acc: 0.4797, loss_cls: 3.4980, loss: 3.4980, grad_norm: 2.4710 2021-06-07 01:15:01,826 - mmaction - INFO - Epoch [2][940/2689] lr: 6.000e-02, eta: 1 day, 12:26:48, time: 2.068, data_time: 0.001, memory: 9293, top1_acc: 0.2172, top5_acc: 0.4859, loss_cls: 3.3848, loss: 3.3848, grad_norm: 2.5227 2021-06-07 01:15:47,038 - mmaction - INFO - Epoch [2][960/2689] lr: 6.000e-02, eta: 1 day, 12:25:30, time: 2.261, data_time: 0.003, memory: 9293, top1_acc: 0.2125, top5_acc: 0.5000, loss_cls: 3.3701, loss: 3.3701, grad_norm: 2.4717 2021-06-07 01:16:31,026 - mmaction - INFO - Epoch [2][980/2689] lr: 6.000e-02, eta: 1 day, 12:23:53, time: 2.199, data_time: 0.001, memory: 9293, top1_acc: 0.2344, top5_acc: 0.5078, loss_cls: 3.3608, loss: 3.3608, grad_norm: 2.5951 2021-06-07 01:17:15,238 - mmaction - INFO - Epoch [2][1000/2689] lr: 6.000e-02, eta: 1 day, 12:22:21, time: 2.211, data_time: 0.002, memory: 9293, top1_acc: 0.1984, top5_acc: 0.5078, loss_cls: 3.3457, loss: 3.3457, grad_norm: 2.4587 2021-06-07 01:17:56,565 - mmaction - INFO - Epoch [2][1020/2689] lr: 6.000e-02, eta: 1 day, 12:20:05, time: 2.066, data_time: 0.001, memory: 9293, top1_acc: 0.2281, top5_acc: 0.4828, loss_cls: 3.3976, loss: 3.3976, grad_norm: 2.4072 2021-06-07 01:18:38,267 - mmaction - INFO - Epoch [2][1040/2689] lr: 6.000e-02, eta: 1 day, 12:17:57, time: 2.085, data_time: 0.002, memory: 9293, top1_acc: 0.2453, top5_acc: 0.5109, loss_cls: 3.3296, loss: 3.3296, grad_norm: 2.4625 2021-06-07 01:19:20,939 - mmaction - INFO - Epoch [2][1060/2689] lr: 6.000e-02, eta: 1 day, 12:16:03, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.2188, top5_acc: 0.4828, loss_cls: 3.4128, loss: 3.4128, grad_norm: 2.4917 2021-06-07 01:20:04,353 - mmaction - INFO - Epoch [2][1080/2689] lr: 6.000e-02, eta: 1 day, 12:14:22, time: 2.171, data_time: 0.002, memory: 9293, top1_acc: 0.2375, top5_acc: 0.4953, loss_cls: 3.3385, loss: 3.3385, grad_norm: 2.3261 2021-06-07 01:20:47,666 - mmaction - INFO - Epoch [2][1100/2689] lr: 6.000e-02, eta: 1 day, 12:12:39, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.2406, top5_acc: 0.4859, loss_cls: 3.3743, loss: 3.3743, grad_norm: 2.4090 2021-06-07 01:21:29,450 - mmaction - INFO - Epoch [2][1120/2689] lr: 6.000e-02, eta: 1 day, 12:10:35, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.2188, top5_acc: 0.4719, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.4985 2021-06-07 01:22:12,410 - mmaction - INFO - Epoch [2][1140/2689] lr: 6.000e-02, eta: 1 day, 12:08:49, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.2141, top5_acc: 0.4922, loss_cls: 3.4090, loss: 3.4090, grad_norm: 2.5280 2021-06-07 01:22:55,806 - mmaction - INFO - Epoch [2][1160/2689] lr: 6.000e-02, eta: 1 day, 12:07:10, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.1828, top5_acc: 0.4859, loss_cls: 3.4649, loss: 3.4649, grad_norm: 2.5413 2021-06-07 01:23:37,658 - mmaction - INFO - Epoch [2][1180/2689] lr: 6.000e-02, eta: 1 day, 12:05:09, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.2297, top5_acc: 0.5141, loss_cls: 3.3129, loss: 3.3129, grad_norm: 2.3169 2021-06-07 01:24:20,642 - mmaction - INFO - Epoch [2][1200/2689] lr: 6.000e-02, eta: 1 day, 12:03:25, time: 2.149, data_time: 0.002, memory: 9293, top1_acc: 0.2328, top5_acc: 0.5453, loss_cls: 3.2251, loss: 3.2251, grad_norm: 2.4406 2021-06-07 01:25:00,568 - mmaction - INFO - Epoch [2][1220/2689] lr: 6.000e-02, eta: 1 day, 12:00:58, time: 1.997, data_time: 0.001, memory: 9293, top1_acc: 0.2141, top5_acc: 0.4984, loss_cls: 3.3937, loss: 3.3937, grad_norm: 2.5212 2021-06-07 01:25:43,096 - mmaction - INFO - Epoch [2][1240/2689] lr: 6.000e-02, eta: 1 day, 11:59:09, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.2062, top5_acc: 0.5016, loss_cls: 3.3614, loss: 3.3614, grad_norm: 2.5093 2021-06-07 01:26:25,546 - mmaction - INFO - Epoch [2][1260/2689] lr: 6.000e-02, eta: 1 day, 11:57:20, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.2250, top5_acc: 0.4766, loss_cls: 3.3954, loss: 3.3954, grad_norm: 2.6066 2021-06-07 01:27:04,582 - mmaction - INFO - Epoch [2][1280/2689] lr: 6.000e-02, eta: 1 day, 11:54:44, time: 1.951, data_time: 0.001, memory: 9293, top1_acc: 0.2313, top5_acc: 0.5062, loss_cls: 3.3361, loss: 3.3361, grad_norm: 2.4880 2021-06-07 01:27:47,731 - mmaction - INFO - Epoch [2][1300/2689] lr: 6.000e-02, eta: 1 day, 11:53:06, time: 2.158, data_time: 0.002, memory: 9293, top1_acc: 0.2094, top5_acc: 0.5031, loss_cls: 3.3488, loss: 3.3488, grad_norm: 2.3835 2021-06-07 01:28:30,379 - mmaction - INFO - Epoch [2][1320/2689] lr: 6.000e-02, eta: 1 day, 11:51:21, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.3640, loss: 3.3640, grad_norm: 2.5096 2021-06-07 01:29:13,247 - mmaction - INFO - Epoch [2][1340/2689] lr: 6.000e-02, eta: 1 day, 11:49:41, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.2469, top5_acc: 0.5297, loss_cls: 3.2117, loss: 3.2117, grad_norm: 2.4875 2021-06-07 01:29:55,101 - mmaction - INFO - Epoch [2][1360/2689] lr: 6.000e-02, eta: 1 day, 11:47:47, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.2297, top5_acc: 0.5031, loss_cls: 3.3053, loss: 3.3053, grad_norm: 2.5155 2021-06-07 01:30:36,911 - mmaction - INFO - Epoch [2][1380/2689] lr: 6.000e-02, eta: 1 day, 11:45:53, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5031, loss_cls: 3.3027, loss: 3.3027, grad_norm: 2.4609 2021-06-07 01:31:19,573 - mmaction - INFO - Epoch [2][1400/2689] lr: 6.000e-02, eta: 1 day, 11:44:11, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.2422, top5_acc: 0.5312, loss_cls: 3.2669, loss: 3.2669, grad_norm: 2.3596 2021-06-07 01:32:01,760 - mmaction - INFO - Epoch [2][1420/2689] lr: 6.000e-02, eta: 1 day, 11:42:23, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.2615, loss: 3.2615, grad_norm: 2.4086 2021-06-07 01:32:42,714 - mmaction - INFO - Epoch [2][1440/2689] lr: 6.000e-02, eta: 1 day, 11:40:20, time: 2.048, data_time: 0.001, memory: 9293, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.2657, loss: 3.2657, grad_norm: 2.5016 2021-06-07 01:33:24,902 - mmaction - INFO - Epoch [2][1460/2689] lr: 6.000e-02, eta: 1 day, 11:38:34, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.2031, top5_acc: 0.4922, loss_cls: 3.3828, loss: 3.3828, grad_norm: 2.4426 2021-06-07 01:34:07,429 - mmaction - INFO - Epoch [2][1480/2689] lr: 6.000e-02, eta: 1 day, 11:36:53, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.2281, top5_acc: 0.5125, loss_cls: 3.2826, loss: 3.2826, grad_norm: 2.4684 2021-06-07 01:34:48,292 - mmaction - INFO - Epoch [2][1500/2689] lr: 6.000e-02, eta: 1 day, 11:34:50, time: 2.043, data_time: 0.001, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5250, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.4607 2021-06-07 01:35:30,083 - mmaction - INFO - Epoch [2][1520/2689] lr: 6.000e-02, eta: 1 day, 11:33:01, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.2328, top5_acc: 0.4938, loss_cls: 3.2874, loss: 3.2874, grad_norm: 2.5081 2021-06-07 01:36:11,522 - mmaction - INFO - Epoch [2][1540/2689] lr: 6.000e-02, eta: 1 day, 11:31:08, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.3979, loss: 3.3979, grad_norm: 2.4065 2021-06-07 01:36:53,166 - mmaction - INFO - Epoch [2][1560/2689] lr: 6.000e-02, eta: 1 day, 11:29:18, time: 2.082, data_time: 0.001, memory: 9293, top1_acc: 0.2062, top5_acc: 0.4828, loss_cls: 3.4103, loss: 3.4103, grad_norm: 2.3954 2021-06-07 01:37:32,965 - mmaction - INFO - Epoch [2][1580/2689] lr: 6.000e-02, eta: 1 day, 11:27:04, time: 1.989, data_time: 0.001, memory: 9293, top1_acc: 0.2391, top5_acc: 0.4922, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.3748 2021-06-07 01:38:14,135 - mmaction - INFO - Epoch [2][1600/2689] lr: 6.000e-02, eta: 1 day, 11:25:10, time: 2.059, data_time: 0.001, memory: 9293, top1_acc: 0.2297, top5_acc: 0.5281, loss_cls: 3.2105, loss: 3.2105, grad_norm: 2.4330 2021-06-07 01:38:56,755 - mmaction - INFO - Epoch [2][1620/2689] lr: 6.000e-02, eta: 1 day, 11:23:34, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.2062, top5_acc: 0.4891, loss_cls: 3.4335, loss: 3.4335, grad_norm: 2.5320 2021-06-07 01:39:39,166 - mmaction - INFO - Epoch [2][1640/2689] lr: 6.000e-02, eta: 1 day, 11:21:56, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.2406, top5_acc: 0.5203, loss_cls: 3.2866, loss: 3.2866, grad_norm: 2.4495 2021-06-07 01:40:20,281 - mmaction - INFO - Epoch [2][1660/2689] lr: 6.000e-02, eta: 1 day, 11:20:03, time: 2.055, data_time: 0.001, memory: 9293, top1_acc: 0.2250, top5_acc: 0.4719, loss_cls: 3.3222, loss: 3.3222, grad_norm: 2.3228 2021-06-07 01:41:02,556 - mmaction - INFO - Epoch [2][1680/2689] lr: 6.000e-02, eta: 1 day, 11:18:25, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5234, loss_cls: 3.2843, loss: 3.2843, grad_norm: 2.3423 2021-06-07 01:41:46,286 - mmaction - INFO - Epoch [2][1700/2689] lr: 6.000e-02, eta: 1 day, 11:17:05, time: 2.186, data_time: 0.001, memory: 9293, top1_acc: 0.2344, top5_acc: 0.5437, loss_cls: 3.2067, loss: 3.2067, grad_norm: 2.4853 2021-06-07 01:42:29,415 - mmaction - INFO - Epoch [2][1720/2689] lr: 6.000e-02, eta: 1 day, 11:15:38, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.2313, top5_acc: 0.5172, loss_cls: 3.2963, loss: 3.2963, grad_norm: 2.4317 2021-06-07 01:43:11,364 - mmaction - INFO - Epoch [2][1740/2689] lr: 6.000e-02, eta: 1 day, 11:13:57, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.0279, loss: 3.0279, grad_norm: 2.4644 2021-06-07 01:43:51,449 - mmaction - INFO - Epoch [2][1760/2689] lr: 6.000e-02, eta: 1 day, 11:11:53, time: 2.004, data_time: 0.001, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5062, loss_cls: 3.1958, loss: 3.1958, grad_norm: 2.5066 2021-06-07 01:44:35,293 - mmaction - INFO - Epoch [2][1780/2689] lr: 6.000e-02, eta: 1 day, 11:10:37, time: 2.193, data_time: 0.002, memory: 9293, top1_acc: 0.2406, top5_acc: 0.5297, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.4477 2021-06-07 01:45:18,407 - mmaction - INFO - Epoch [2][1800/2689] lr: 6.000e-02, eta: 1 day, 11:09:12, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5344, loss_cls: 3.1881, loss: 3.1881, grad_norm: 2.5291 2021-06-07 01:46:01,500 - mmaction - INFO - Epoch [2][1820/2689] lr: 6.000e-02, eta: 1 day, 11:07:46, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.2406, top5_acc: 0.5172, loss_cls: 3.2143, loss: 3.2143, grad_norm: 2.4196 2021-06-07 01:46:43,488 - mmaction - INFO - Epoch [2][1840/2689] lr: 6.000e-02, eta: 1 day, 11:06:08, time: 2.099, data_time: 0.002, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5281, loss_cls: 3.2820, loss: 3.2820, grad_norm: 2.5006 2021-06-07 01:47:26,854 - mmaction - INFO - Epoch [2][1860/2689] lr: 6.000e-02, eta: 1 day, 11:04:47, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.2344, top5_acc: 0.5078, loss_cls: 3.3273, loss: 3.3273, grad_norm: 2.3629 2021-06-07 01:48:10,455 - mmaction - INFO - Epoch [2][1880/2689] lr: 6.000e-02, eta: 1 day, 11:03:29, time: 2.180, data_time: 0.002, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5312, loss_cls: 3.2009, loss: 3.2009, grad_norm: 2.3909 2021-06-07 01:48:52,543 - mmaction - INFO - Epoch [2][1900/2689] lr: 6.000e-02, eta: 1 day, 11:01:54, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5250, loss_cls: 3.1864, loss: 3.1864, grad_norm: 2.4041 2021-06-07 01:49:35,146 - mmaction - INFO - Epoch [2][1920/2689] lr: 6.000e-02, eta: 1 day, 11:00:25, time: 2.130, data_time: 0.002, memory: 9293, top1_acc: 0.2125, top5_acc: 0.5609, loss_cls: 3.1297, loss: 3.1297, grad_norm: 2.4528 2021-06-07 01:50:15,256 - mmaction - INFO - Epoch [2][1940/2689] lr: 6.000e-02, eta: 1 day, 10:58:27, time: 2.006, data_time: 0.002, memory: 9293, top1_acc: 0.2984, top5_acc: 0.5500, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.5632 2021-06-07 01:50:59,426 - mmaction - INFO - Epoch [2][1960/2689] lr: 6.000e-02, eta: 1 day, 10:57:17, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.2859, top5_acc: 0.5687, loss_cls: 3.0674, loss: 3.0674, grad_norm: 2.4948 2021-06-07 01:51:43,990 - mmaction - INFO - Epoch [2][1980/2689] lr: 6.000e-02, eta: 1 day, 10:56:12, time: 2.228, data_time: 0.002, memory: 9293, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1185, loss: 3.1185, grad_norm: 2.5823 2021-06-07 01:52:23,066 - mmaction - INFO - Epoch [2][2000/2689] lr: 6.000e-02, eta: 1 day, 10:54:04, time: 1.954, data_time: 0.002, memory: 9293, top1_acc: 0.2812, top5_acc: 0.5547, loss_cls: 3.1859, loss: 3.1859, grad_norm: 2.3933 2021-06-07 01:53:06,835 - mmaction - INFO - Epoch [2][2020/2689] lr: 6.000e-02, eta: 1 day, 10:52:50, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5312, loss_cls: 3.1656, loss: 3.1656, grad_norm: 2.5591 2021-06-07 01:53:49,203 - mmaction - INFO - Epoch [2][2040/2689] lr: 6.000e-02, eta: 1 day, 10:51:21, time: 2.118, data_time: 0.002, memory: 9293, top1_acc: 0.2313, top5_acc: 0.5016, loss_cls: 3.2631, loss: 3.2631, grad_norm: 2.5599 2021-06-07 01:54:28,994 - mmaction - INFO - Epoch [2][2060/2689] lr: 6.000e-02, eta: 1 day, 10:49:22, time: 1.990, data_time: 0.001, memory: 9293, top1_acc: 0.2406, top5_acc: 0.5453, loss_cls: 3.1784, loss: 3.1784, grad_norm: 2.5142 2021-06-07 01:55:08,139 - mmaction - INFO - Epoch [2][2080/2689] lr: 6.000e-02, eta: 1 day, 10:47:17, time: 1.957, data_time: 0.001, memory: 9293, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.1877, loss: 3.1877, grad_norm: 2.3233 2021-06-07 01:55:50,238 - mmaction - INFO - Epoch [2][2100/2689] lr: 6.000e-02, eta: 1 day, 10:45:46, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.1636, loss: 3.1636, grad_norm: 2.4336 2021-06-07 01:56:32,205 - mmaction - INFO - Epoch [2][2120/2689] lr: 6.000e-02, eta: 1 day, 10:44:14, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.2250, top5_acc: 0.5328, loss_cls: 3.3429, loss: 3.3429, grad_norm: 2.5584 2021-06-07 01:57:14,331 - mmaction - INFO - Epoch [2][2140/2689] lr: 6.000e-02, eta: 1 day, 10:42:44, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.2531, top5_acc: 0.5453, loss_cls: 3.2065, loss: 3.2065, grad_norm: 2.5281 2021-06-07 01:57:57,742 - mmaction - INFO - Epoch [2][2160/2689] lr: 6.000e-02, eta: 1 day, 10:41:29, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.3406, loss: 3.3406, grad_norm: 2.3846 2021-06-07 01:58:39,095 - mmaction - INFO - Epoch [2][2180/2689] lr: 6.000e-02, eta: 1 day, 10:39:51, time: 2.067, data_time: 0.001, memory: 9293, top1_acc: 0.2594, top5_acc: 0.5453, loss_cls: 3.1512, loss: 3.1512, grad_norm: 2.2635 2021-06-07 01:59:21,469 - mmaction - INFO - Epoch [2][2200/2689] lr: 6.000e-02, eta: 1 day, 10:38:25, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5672, loss_cls: 3.0653, loss: 3.0653, grad_norm: 2.4066 2021-06-07 02:00:05,113 - mmaction - INFO - Epoch [2][2220/2689] lr: 6.000e-02, eta: 1 day, 10:37:14, time: 2.182, data_time: 0.002, memory: 9293, top1_acc: 0.2891, top5_acc: 0.5188, loss_cls: 3.2229, loss: 3.2229, grad_norm: 2.3746 2021-06-07 02:00:48,052 - mmaction - INFO - Epoch [2][2240/2689] lr: 6.000e-02, eta: 1 day, 10:35:55, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.2672, top5_acc: 0.5375, loss_cls: 3.2112, loss: 3.2112, grad_norm: 2.4044 2021-06-07 02:01:32,140 - mmaction - INFO - Epoch [2][2260/2689] lr: 6.000e-02, eta: 1 day, 10:34:49, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 3.1253, loss: 3.1253, grad_norm: 2.4177 2021-06-07 02:02:15,195 - mmaction - INFO - Epoch [2][2280/2689] lr: 6.000e-02, eta: 1 day, 10:33:32, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5500, loss_cls: 3.1387, loss: 3.1387, grad_norm: 2.4040 2021-06-07 02:02:59,075 - mmaction - INFO - Epoch [2][2300/2689] lr: 6.000e-02, eta: 1 day, 10:32:23, time: 2.194, data_time: 0.001, memory: 9293, top1_acc: 0.2406, top5_acc: 0.5266, loss_cls: 3.2632, loss: 3.2632, grad_norm: 2.4719 2021-06-07 02:03:42,380 - mmaction - INFO - Epoch [2][2320/2689] lr: 6.000e-02, eta: 1 day, 10:31:09, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5391, loss_cls: 3.2089, loss: 3.2089, grad_norm: 2.3450 2021-06-07 02:04:27,742 - mmaction - INFO - Epoch [2][2340/2689] lr: 6.000e-02, eta: 1 day, 10:30:18, time: 2.268, data_time: 0.001, memory: 9293, top1_acc: 0.2562, top5_acc: 0.5578, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.5215 2021-06-07 02:05:11,712 - mmaction - INFO - Epoch [2][2360/2689] lr: 6.000e-02, eta: 1 day, 10:29:11, time: 2.198, data_time: 0.001, memory: 9293, top1_acc: 0.2609, top5_acc: 0.5625, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.4622 2021-06-07 02:05:56,036 - mmaction - INFO - Epoch [2][2380/2689] lr: 6.000e-02, eta: 1 day, 10:28:09, time: 2.217, data_time: 0.002, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5453, loss_cls: 3.1039, loss: 3.1039, grad_norm: 2.5098 2021-06-07 02:06:40,428 - mmaction - INFO - Epoch [2][2400/2689] lr: 6.000e-02, eta: 1 day, 10:27:07, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.2453, top5_acc: 0.5484, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.4952 2021-06-07 02:07:25,427 - mmaction - INFO - Epoch [2][2420/2689] lr: 6.000e-02, eta: 1 day, 10:26:12, time: 2.250, data_time: 0.002, memory: 9293, top1_acc: 0.2672, top5_acc: 0.5094, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.4268 2021-06-07 02:08:10,477 - mmaction - INFO - Epoch [2][2440/2689] lr: 6.000e-02, eta: 1 day, 10:25:17, time: 2.252, data_time: 0.001, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5656, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.3933 2021-06-07 02:08:55,009 - mmaction - INFO - Epoch [2][2460/2689] lr: 6.000e-02, eta: 1 day, 10:24:17, time: 2.227, data_time: 0.002, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5406, loss_cls: 3.1628, loss: 3.1628, grad_norm: 2.4248 2021-06-07 02:09:40,390 - mmaction - INFO - Epoch [2][2480/2689] lr: 6.000e-02, eta: 1 day, 10:23:26, time: 2.269, data_time: 0.001, memory: 9293, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.1742, loss: 3.1742, grad_norm: 2.4531 2021-06-07 02:10:25,706 - mmaction - INFO - Epoch [2][2500/2689] lr: 6.000e-02, eta: 1 day, 10:22:35, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.2266, top5_acc: 0.5359, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.5433 2021-06-07 02:11:08,619 - mmaction - INFO - Epoch [2][2520/2689] lr: 6.000e-02, eta: 1 day, 10:21:18, time: 2.145, data_time: 0.001, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5234, loss_cls: 3.2483, loss: 3.2483, grad_norm: 2.2899 2021-06-07 02:11:46,578 - mmaction - INFO - Epoch [2][2540/2689] lr: 6.000e-02, eta: 1 day, 10:19:11, time: 1.898, data_time: 0.002, memory: 9293, top1_acc: 0.2531, top5_acc: 0.5500, loss_cls: 3.2213, loss: 3.2213, grad_norm: 2.3666 2021-06-07 02:12:30,141 - mmaction - INFO - Epoch [2][2560/2689] lr: 6.000e-02, eta: 1 day, 10:18:02, time: 2.178, data_time: 0.001, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5703, loss_cls: 3.0649, loss: 3.0649, grad_norm: 2.3761 2021-06-07 02:13:12,995 - mmaction - INFO - Epoch [2][2580/2689] lr: 6.000e-02, eta: 1 day, 10:16:46, time: 2.143, data_time: 0.002, memory: 9293, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.3095, loss: 3.3095, grad_norm: 2.3867 2021-06-07 02:13:56,785 - mmaction - INFO - Epoch [2][2600/2689] lr: 6.000e-02, eta: 1 day, 10:15:40, time: 2.189, data_time: 0.001, memory: 9293, top1_acc: 0.2656, top5_acc: 0.5578, loss_cls: 3.1057, loss: 3.1057, grad_norm: 2.2800 2021-06-07 02:14:40,229 - mmaction - INFO - Epoch [2][2620/2689] lr: 6.000e-02, eta: 1 day, 10:14:30, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.2625, top5_acc: 0.5500, loss_cls: 3.1723, loss: 3.1723, grad_norm: 2.3721 2021-06-07 02:15:22,399 - mmaction - INFO - Epoch [2][2640/2689] lr: 6.000e-02, eta: 1 day, 10:13:08, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.2891, top5_acc: 0.5859, loss_cls: 2.9925, loss: 2.9925, grad_norm: 2.3703 2021-06-07 02:16:06,079 - mmaction - INFO - Epoch [2][2660/2689] lr: 6.000e-02, eta: 1 day, 10:12:01, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5484, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.4746 2021-06-07 02:16:48,423 - mmaction - INFO - Epoch [2][2680/2689] lr: 6.000e-02, eta: 1 day, 10:10:41, time: 2.117, data_time: 0.002, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5469, loss_cls: 3.1849, loss: 3.1849, grad_norm: 2.4423 2021-06-07 02:17:10,956 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-06-07 02:25:14,596 - mmaction - INFO - Epoch [3][20/2689] lr: 6.000e-02, eta: 1 day, 11:18:36, time: 24.111, data_time: 22.746, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5703, loss_cls: 2.9961, loss: 2.9961, grad_norm: 2.3534 2021-06-07 02:25:39,995 - mmaction - INFO - Epoch [3][40/2689] lr: 6.000e-02, eta: 1 day, 11:14:13, time: 1.273, data_time: 0.005, memory: 9293, top1_acc: 0.2781, top5_acc: 0.5609, loss_cls: 3.0603, loss: 3.0603, grad_norm: 2.4283 2021-06-07 02:26:06,607 - mmaction - INFO - Epoch [3][60/2689] lr: 6.000e-02, eta: 1 day, 11:10:02, time: 1.331, data_time: 0.001, memory: 9293, top1_acc: 0.3016, top5_acc: 0.6031, loss_cls: 2.9176, loss: 2.9176, grad_norm: 2.3153 2021-06-07 02:26:35,412 - mmaction - INFO - Epoch [3][80/2689] lr: 6.000e-02, eta: 1 day, 11:06:14, time: 1.440, data_time: 0.001, memory: 9293, top1_acc: 0.2781, top5_acc: 0.5594, loss_cls: 3.0622, loss: 3.0622, grad_norm: 2.6570 2021-06-07 02:27:09,232 - mmaction - INFO - Epoch [3][100/2689] lr: 6.000e-02, eta: 1 day, 11:03:17, time: 1.690, data_time: 0.001, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5516, loss_cls: 3.1317, loss: 3.1317, grad_norm: 2.5004 2021-06-07 02:27:45,793 - mmaction - INFO - Epoch [3][120/2689] lr: 6.000e-02, eta: 1 day, 11:00:48, time: 1.828, data_time: 0.002, memory: 9293, top1_acc: 0.2859, top5_acc: 0.5578, loss_cls: 3.0940, loss: 3.0940, grad_norm: 2.4088 2021-06-07 02:28:24,154 - mmaction - INFO - Epoch [3][140/2689] lr: 6.000e-02, eta: 1 day, 10:58:38, time: 1.918, data_time: 0.002, memory: 9293, top1_acc: 0.2484, top5_acc: 0.5391, loss_cls: 3.1165, loss: 3.1165, grad_norm: 2.3889 2021-06-07 02:29:02,788 - mmaction - INFO - Epoch [3][160/2689] lr: 6.000e-02, eta: 1 day, 10:56:30, time: 1.932, data_time: 0.001, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5516, loss_cls: 3.0450, loss: 3.0450, grad_norm: 2.5398 2021-06-07 02:29:43,408 - mmaction - INFO - Epoch [3][180/2689] lr: 6.000e-02, eta: 1 day, 10:54:43, time: 2.031, data_time: 0.002, memory: 9293, top1_acc: 0.3281, top5_acc: 0.5734, loss_cls: 2.9679, loss: 2.9679, grad_norm: 2.3659 2021-06-07 02:30:23,661 - mmaction - INFO - Epoch [3][200/2689] lr: 6.000e-02, eta: 1 day, 10:52:52, time: 2.013, data_time: 0.001, memory: 9293, top1_acc: 0.2828, top5_acc: 0.5844, loss_cls: 3.0143, loss: 3.0143, grad_norm: 2.4407 2021-06-07 02:31:03,616 - mmaction - INFO - Epoch [3][220/2689] lr: 6.000e-02, eta: 1 day, 10:50:59, time: 1.998, data_time: 0.002, memory: 9293, top1_acc: 0.2516, top5_acc: 0.5594, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.4641 2021-06-07 02:31:44,562 - mmaction - INFO - Epoch [3][240/2689] lr: 6.000e-02, eta: 1 day, 10:49:16, time: 2.047, data_time: 0.001, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5969, loss_cls: 2.9606, loss: 2.9606, grad_norm: 2.3501 2021-06-07 02:32:27,337 - mmaction - INFO - Epoch [3][260/2689] lr: 6.000e-02, eta: 1 day, 10:47:50, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5687, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.4513 2021-06-07 02:33:07,002 - mmaction - INFO - Epoch [3][280/2689] lr: 6.000e-02, eta: 1 day, 10:45:56, time: 1.983, data_time: 0.001, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5703, loss_cls: 3.0946, loss: 3.0946, grad_norm: 2.4597 2021-06-07 02:33:49,930 - mmaction - INFO - Epoch [3][300/2689] lr: 6.000e-02, eta: 1 day, 10:44:33, time: 2.147, data_time: 0.002, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5625, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.2963 2021-06-07 02:34:32,622 - mmaction - INFO - Epoch [3][320/2689] lr: 6.000e-02, eta: 1 day, 10:43:08, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5813, loss_cls: 3.0349, loss: 3.0349, grad_norm: 2.4262 2021-06-07 02:35:15,781 - mmaction - INFO - Epoch [3][340/2689] lr: 6.000e-02, eta: 1 day, 10:41:47, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.3125, top5_acc: 0.5734, loss_cls: 2.9355, loss: 2.9355, grad_norm: 2.3817 2021-06-07 02:35:58,920 - mmaction - INFO - Epoch [3][360/2689] lr: 6.000e-02, eta: 1 day, 10:40:27, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.2891, top5_acc: 0.5672, loss_cls: 3.0659, loss: 3.0659, grad_norm: 2.4224 2021-06-07 02:36:43,761 - mmaction - INFO - Epoch [3][380/2689] lr: 6.000e-02, eta: 1 day, 10:39:23, time: 2.243, data_time: 0.001, memory: 9293, top1_acc: 0.2687, top5_acc: 0.5531, loss_cls: 3.0972, loss: 3.0972, grad_norm: 2.4585 2021-06-07 02:37:27,832 - mmaction - INFO - Epoch [3][400/2689] lr: 6.000e-02, eta: 1 day, 10:38:12, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.2938, top5_acc: 0.5672, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.3781 2021-06-07 02:38:10,019 - mmaction - INFO - Epoch [3][420/2689] lr: 6.000e-02, eta: 1 day, 10:36:43, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.2734, top5_acc: 0.5703, loss_cls: 3.0576, loss: 3.0576, grad_norm: 2.4349 2021-06-07 02:38:52,379 - mmaction - INFO - Epoch [3][440/2689] lr: 6.000e-02, eta: 1 day, 10:35:17, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5391, loss_cls: 3.0987, loss: 3.0987, grad_norm: 2.3157 2021-06-07 02:39:32,476 - mmaction - INFO - Epoch [3][460/2689] lr: 6.000e-02, eta: 1 day, 10:33:30, time: 2.004, data_time: 0.001, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5656, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.4578 2021-06-07 02:40:16,765 - mmaction - INFO - Epoch [3][480/2689] lr: 6.000e-02, eta: 1 day, 10:32:21, time: 2.215, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6203, loss_cls: 2.7476, loss: 2.7476, grad_norm: 2.4076 2021-06-07 02:40:53,356 - mmaction - INFO - Epoch [3][500/2689] lr: 6.000e-02, eta: 1 day, 10:30:03, time: 1.829, data_time: 0.002, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5953, loss_cls: 3.0489, loss: 3.0489, grad_norm: 2.5064 2021-06-07 02:41:36,771 - mmaction - INFO - Epoch [3][520/2689] lr: 6.000e-02, eta: 1 day, 10:28:48, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.2828, top5_acc: 0.5719, loss_cls: 2.9691, loss: 2.9691, grad_norm: 2.6142 2021-06-07 02:42:19,567 - mmaction - INFO - Epoch [3][540/2689] lr: 6.000e-02, eta: 1 day, 10:27:27, time: 2.140, data_time: 0.002, memory: 9293, top1_acc: 0.2750, top5_acc: 0.5797, loss_cls: 2.9854, loss: 2.9854, grad_norm: 2.4714 2021-06-07 02:43:02,015 - mmaction - INFO - Epoch [3][560/2689] lr: 6.000e-02, eta: 1 day, 10:26:03, time: 2.123, data_time: 0.002, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5891, loss_cls: 3.0077, loss: 3.0077, grad_norm: 2.4111 2021-06-07 02:43:44,367 - mmaction - INFO - Epoch [3][580/2689] lr: 6.000e-02, eta: 1 day, 10:24:39, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.3063, top5_acc: 0.6156, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.3985 2021-06-07 02:44:27,509 - mmaction - INFO - Epoch [3][600/2689] lr: 6.000e-02, eta: 1 day, 10:23:22, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.2625, top5_acc: 0.5672, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.5500 2021-06-07 02:45:11,070 - mmaction - INFO - Epoch [3][620/2689] lr: 6.000e-02, eta: 1 day, 10:22:08, time: 2.178, data_time: 0.001, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5781, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.3737 2021-06-07 02:45:55,367 - mmaction - INFO - Epoch [3][640/2689] lr: 6.000e-02, eta: 1 day, 10:21:02, time: 2.215, data_time: 0.002, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5844, loss_cls: 3.0392, loss: 3.0392, grad_norm: 2.3531 2021-06-07 02:46:35,059 - mmaction - INFO - Epoch [3][660/2689] lr: 6.000e-02, eta: 1 day, 10:19:15, time: 1.985, data_time: 0.001, memory: 9293, top1_acc: 0.2547, top5_acc: 0.5531, loss_cls: 3.1629, loss: 3.1629, grad_norm: 2.4710 2021-06-07 02:47:18,573 - mmaction - INFO - Epoch [3][680/2689] lr: 6.000e-02, eta: 1 day, 10:18:02, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5641, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.4166 2021-06-07 02:47:58,541 - mmaction - INFO - Epoch [3][700/2689] lr: 6.000e-02, eta: 1 day, 10:16:19, time: 1.998, data_time: 0.001, memory: 9293, top1_acc: 0.2859, top5_acc: 0.6156, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.4749 2021-06-07 02:48:41,577 - mmaction - INFO - Epoch [3][720/2689] lr: 6.000e-02, eta: 1 day, 10:15:02, time: 2.152, data_time: 0.001, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5969, loss_cls: 2.9853, loss: 2.9853, grad_norm: 2.4877 2021-06-07 02:49:24,418 - mmaction - INFO - Epoch [3][740/2689] lr: 6.000e-02, eta: 1 day, 10:13:44, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.0669, loss: 3.0669, grad_norm: 2.4389 2021-06-07 02:50:08,187 - mmaction - INFO - Epoch [3][760/2689] lr: 6.000e-02, eta: 1 day, 10:12:35, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.2859, top5_acc: 0.6016, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.3411 2021-06-07 02:50:50,033 - mmaction - INFO - Epoch [3][780/2689] lr: 6.000e-02, eta: 1 day, 10:11:08, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 2.8999, loss: 2.8999, grad_norm: 2.4221 2021-06-07 02:51:32,908 - mmaction - INFO - Epoch [3][800/2689] lr: 6.000e-02, eta: 1 day, 10:09:51, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.2719, top5_acc: 0.5750, loss_cls: 3.0675, loss: 3.0675, grad_norm: 2.5911 2021-06-07 02:52:13,875 - mmaction - INFO - Epoch [3][820/2689] lr: 6.000e-02, eta: 1 day, 10:08:18, time: 2.048, data_time: 0.001, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5766, loss_cls: 2.9762, loss: 2.9762, grad_norm: 2.3738 2021-06-07 02:52:57,297 - mmaction - INFO - Epoch [3][840/2689] lr: 6.000e-02, eta: 1 day, 10:07:06, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.3078, top5_acc: 0.5891, loss_cls: 2.9320, loss: 2.9320, grad_norm: 2.4012 2021-06-07 02:53:36,644 - mmaction - INFO - Epoch [3][860/2689] lr: 6.000e-02, eta: 1 day, 10:05:20, time: 1.967, data_time: 0.001, memory: 9293, top1_acc: 0.2734, top5_acc: 0.5422, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.4954 2021-06-07 02:54:17,861 - mmaction - INFO - Epoch [3][880/2689] lr: 6.000e-02, eta: 1 day, 10:03:50, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.2938, top5_acc: 0.5672, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.4941 2021-06-07 02:54:58,999 - mmaction - INFO - Epoch [3][900/2689] lr: 6.000e-02, eta: 1 day, 10:02:20, time: 2.057, data_time: 0.001, memory: 9293, top1_acc: 0.2578, top5_acc: 0.5516, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.4009 2021-06-07 02:55:40,859 - mmaction - INFO - Epoch [3][920/2689] lr: 6.000e-02, eta: 1 day, 10:00:56, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5578, loss_cls: 3.0572, loss: 3.0572, grad_norm: 2.3600 2021-06-07 02:56:20,687 - mmaction - INFO - Epoch [3][940/2689] lr: 6.000e-02, eta: 1 day, 9:59:15, time: 1.991, data_time: 0.001, memory: 9293, top1_acc: 0.2687, top5_acc: 0.5656, loss_cls: 3.0774, loss: 3.0774, grad_norm: 2.3915 2021-06-07 02:57:03,778 - mmaction - INFO - Epoch [3][960/2689] lr: 6.000e-02, eta: 1 day, 9:58:02, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.2984, top5_acc: 0.6078, loss_cls: 2.9397, loss: 2.9397, grad_norm: 2.3583 2021-06-07 02:57:46,542 - mmaction - INFO - Epoch [3][980/2689] lr: 6.000e-02, eta: 1 day, 9:56:46, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5875, loss_cls: 2.9967, loss: 2.9967, grad_norm: 2.4606 2021-06-07 02:58:29,412 - mmaction - INFO - Epoch [3][1000/2689] lr: 6.000e-02, eta: 1 day, 9:55:32, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.2828, top5_acc: 0.5813, loss_cls: 3.0347, loss: 3.0347, grad_norm: 2.2839 2021-06-07 02:59:13,860 - mmaction - INFO - Epoch [3][1020/2689] lr: 6.000e-02, eta: 1 day, 9:54:30, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.2797, top5_acc: 0.5875, loss_cls: 2.9282, loss: 2.9282, grad_norm: 2.4098 2021-06-07 02:59:57,362 - mmaction - INFO - Epoch [3][1040/2689] lr: 6.000e-02, eta: 1 day, 9:53:21, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.3000, top5_acc: 0.5969, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.2331 2021-06-07 03:00:38,755 - mmaction - INFO - Epoch [3][1060/2689] lr: 6.000e-02, eta: 1 day, 9:51:55, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5500, loss_cls: 3.1163, loss: 3.1163, grad_norm: 2.3457 2021-06-07 03:01:23,028 - mmaction - INFO - Epoch [3][1080/2689] lr: 6.000e-02, eta: 1 day, 9:50:53, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.3172, top5_acc: 0.5938, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.3563 2021-06-07 03:02:07,925 - mmaction - INFO - Epoch [3][1100/2689] lr: 6.000e-02, eta: 1 day, 9:49:55, time: 2.245, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.6062, loss_cls: 2.8498, loss: 2.8498, grad_norm: 2.4557 2021-06-07 03:02:51,642 - mmaction - INFO - Epoch [3][1120/2689] lr: 6.000e-02, eta: 1 day, 9:48:49, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.3141, top5_acc: 0.6047, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.4740 2021-06-07 03:03:33,903 - mmaction - INFO - Epoch [3][1140/2689] lr: 6.000e-02, eta: 1 day, 9:47:30, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.6094, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.3870 2021-06-07 03:04:19,404 - mmaction - INFO - Epoch [3][1160/2689] lr: 6.000e-02, eta: 1 day, 9:46:38, time: 2.275, data_time: 0.002, memory: 9293, top1_acc: 0.3250, top5_acc: 0.6109, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.4446 2021-06-07 03:05:04,659 - mmaction - INFO - Epoch [3][1180/2689] lr: 6.000e-02, eta: 1 day, 9:45:44, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5703, loss_cls: 3.0189, loss: 3.0189, grad_norm: 2.3727 2021-06-07 03:05:49,368 - mmaction - INFO - Epoch [3][1200/2689] lr: 6.000e-02, eta: 1 day, 9:44:46, time: 2.235, data_time: 0.001, memory: 9293, top1_acc: 0.2562, top5_acc: 0.5656, loss_cls: 3.0751, loss: 3.0751, grad_norm: 2.5076 2021-06-07 03:06:31,568 - mmaction - INFO - Epoch [3][1220/2689] lr: 6.000e-02, eta: 1 day, 9:43:28, time: 2.110, data_time: 0.002, memory: 9293, top1_acc: 0.2719, top5_acc: 0.5594, loss_cls: 3.0241, loss: 3.0241, grad_norm: 2.4327 2021-06-07 03:07:17,604 - mmaction - INFO - Epoch [3][1240/2689] lr: 6.000e-02, eta: 1 day, 9:42:40, time: 2.302, data_time: 0.001, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5766, loss_cls: 3.0244, loss: 3.0244, grad_norm: 2.3709 2021-06-07 03:08:00,595 - mmaction - INFO - Epoch [3][1260/2689] lr: 6.000e-02, eta: 1 day, 9:41:29, time: 2.150, data_time: 0.002, memory: 9293, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.1079, loss: 3.1079, grad_norm: 2.3559 2021-06-07 03:08:43,526 - mmaction - INFO - Epoch [3][1280/2689] lr: 6.000e-02, eta: 1 day, 9:40:17, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.3187, top5_acc: 0.5797, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.3188 2021-06-07 03:09:26,074 - mmaction - INFO - Epoch [3][1300/2689] lr: 6.000e-02, eta: 1 day, 9:39:02, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.3550 2021-06-07 03:10:10,199 - mmaction - INFO - Epoch [3][1320/2689] lr: 6.000e-02, eta: 1 day, 9:38:00, time: 2.207, data_time: 0.001, memory: 9293, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.0478, loss: 3.0478, grad_norm: 2.4147 2021-06-07 03:10:53,428 - mmaction - INFO - Epoch [3][1340/2689] lr: 6.000e-02, eta: 1 day, 9:36:51, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5891, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.3170 2021-06-07 03:11:33,797 - mmaction - INFO - Epoch [3][1360/2689] lr: 6.000e-02, eta: 1 day, 9:35:20, time: 2.019, data_time: 0.001, memory: 9293, top1_acc: 0.2719, top5_acc: 0.6000, loss_cls: 3.0267, loss: 3.0267, grad_norm: 2.4041 2021-06-07 03:12:16,695 - mmaction - INFO - Epoch [3][1380/2689] lr: 6.000e-02, eta: 1 day, 9:34:09, time: 2.145, data_time: 0.002, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5938, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.3683 2021-06-07 03:12:59,364 - mmaction - INFO - Epoch [3][1400/2689] lr: 6.000e-02, eta: 1 day, 9:32:56, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.2891, top5_acc: 0.5563, loss_cls: 3.0311, loss: 3.0311, grad_norm: 2.4228 2021-06-07 03:13:42,311 - mmaction - INFO - Epoch [3][1420/2689] lr: 6.000e-02, eta: 1 day, 9:31:45, time: 2.148, data_time: 0.002, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5359, loss_cls: 3.1124, loss: 3.1124, grad_norm: 2.3895 2021-06-07 03:14:24,496 - mmaction - INFO - Epoch [3][1440/2689] lr: 6.000e-02, eta: 1 day, 9:30:29, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.3016, top5_acc: 0.6062, loss_cls: 2.9069, loss: 2.9069, grad_norm: 2.4933 2021-06-07 03:15:06,652 - mmaction - INFO - Epoch [3][1460/2689] lr: 6.000e-02, eta: 1 day, 9:29:13, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.2812, top5_acc: 0.5719, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.4375 2021-06-07 03:15:49,520 - mmaction - INFO - Epoch [3][1480/2689] lr: 6.000e-02, eta: 1 day, 9:28:02, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.2938, top5_acc: 0.5906, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.2601 2021-06-07 03:16:32,180 - mmaction - INFO - Epoch [3][1500/2689] lr: 6.000e-02, eta: 1 day, 9:26:50, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.2766, top5_acc: 0.5594, loss_cls: 2.9975, loss: 2.9975, grad_norm: 2.4005 2021-06-07 03:17:17,004 - mmaction - INFO - Epoch [3][1520/2689] lr: 6.000e-02, eta: 1 day, 9:25:55, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.2687, top5_acc: 0.5469, loss_cls: 3.0659, loss: 3.0659, grad_norm: 2.3581 2021-06-07 03:18:01,710 - mmaction - INFO - Epoch [3][1540/2689] lr: 6.000e-02, eta: 1 day, 9:24:59, time: 2.235, data_time: 0.001, memory: 9293, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.2868 2021-06-07 03:18:42,180 - mmaction - INFO - Epoch [3][1560/2689] lr: 6.000e-02, eta: 1 day, 9:23:31, time: 2.023, data_time: 0.001, memory: 9293, top1_acc: 0.2641, top5_acc: 0.5766, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.3925 2021-06-07 03:19:22,492 - mmaction - INFO - Epoch [3][1580/2689] lr: 6.000e-02, eta: 1 day, 9:22:02, time: 2.016, data_time: 0.001, memory: 9293, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 2.9067, loss: 2.9067, grad_norm: 2.3232 2021-06-07 03:20:05,995 - mmaction - INFO - Epoch [3][1600/2689] lr: 6.000e-02, eta: 1 day, 9:20:57, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.2906, top5_acc: 0.6281, loss_cls: 2.9101, loss: 2.9101, grad_norm: 2.3731 2021-06-07 03:20:49,017 - mmaction - INFO - Epoch [3][1620/2689] lr: 6.000e-02, eta: 1 day, 9:19:48, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.2984, top5_acc: 0.6250, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.3815 2021-06-07 03:21:32,501 - mmaction - INFO - Epoch [3][1640/2689] lr: 6.000e-02, eta: 1 day, 9:18:44, time: 2.174, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.6062, loss_cls: 2.9335, loss: 2.9335, grad_norm: 2.3593 2021-06-07 03:22:15,153 - mmaction - INFO - Epoch [3][1660/2689] lr: 6.000e-02, eta: 1 day, 9:17:33, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.5859, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.3290 2021-06-07 03:22:57,596 - mmaction - INFO - Epoch [3][1680/2689] lr: 6.000e-02, eta: 1 day, 9:16:21, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.2730 2021-06-07 03:23:39,625 - mmaction - INFO - Epoch [3][1700/2689] lr: 6.000e-02, eta: 1 day, 9:15:05, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5594, loss_cls: 2.9901, loss: 2.9901, grad_norm: 2.4480 2021-06-07 03:24:21,443 - mmaction - INFO - Epoch [3][1720/2689] lr: 6.000e-02, eta: 1 day, 9:13:49, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.2922, top5_acc: 0.6031, loss_cls: 2.9285, loss: 2.9285, grad_norm: 2.3582 2021-06-07 03:25:04,211 - mmaction - INFO - Epoch [3][1740/2689] lr: 6.000e-02, eta: 1 day, 9:12:40, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.3109, top5_acc: 0.6172, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.5197 2021-06-07 03:25:46,408 - mmaction - INFO - Epoch [3][1760/2689] lr: 6.000e-02, eta: 1 day, 9:11:26, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5859, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.4790 2021-06-07 03:26:27,594 - mmaction - INFO - Epoch [3][1780/2689] lr: 6.000e-02, eta: 1 day, 9:10:06, time: 2.059, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 2.9669, loss: 2.9669, grad_norm: 2.3390 2021-06-07 03:27:08,103 - mmaction - INFO - Epoch [3][1800/2689] lr: 6.000e-02, eta: 1 day, 9:08:41, time: 2.025, data_time: 0.001, memory: 9293, top1_acc: 0.3141, top5_acc: 0.5953, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.5726 2021-06-07 03:27:50,755 - mmaction - INFO - Epoch [3][1820/2689] lr: 6.000e-02, eta: 1 day, 9:07:31, time: 2.133, data_time: 0.002, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5500, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.3944 2021-06-07 03:28:32,838 - mmaction - INFO - Epoch [3][1840/2689] lr: 6.000e-02, eta: 1 day, 9:06:18, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.2656, top5_acc: 0.6031, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.4031 2021-06-07 03:29:14,492 - mmaction - INFO - Epoch [3][1860/2689] lr: 6.000e-02, eta: 1 day, 9:05:02, time: 2.083, data_time: 0.001, memory: 9293, top1_acc: 0.2859, top5_acc: 0.5875, loss_cls: 2.9923, loss: 2.9923, grad_norm: 2.3716 2021-06-07 03:29:56,668 - mmaction - INFO - Epoch [3][1880/2689] lr: 6.000e-02, eta: 1 day, 9:03:49, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.2969, top5_acc: 0.5797, loss_cls: 2.9375, loss: 2.9375, grad_norm: 2.3642 2021-06-07 03:30:39,482 - mmaction - INFO - Epoch [3][1900/2689] lr: 6.000e-02, eta: 1 day, 9:02:42, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.0324, loss: 3.0324, grad_norm: 2.4529 2021-06-07 03:31:23,452 - mmaction - INFO - Epoch [3][1920/2689] lr: 6.000e-02, eta: 1 day, 9:01:42, time: 2.199, data_time: 0.002, memory: 9293, top1_acc: 0.3266, top5_acc: 0.5984, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.1853 2021-06-07 03:32:08,121 - mmaction - INFO - Epoch [3][1940/2689] lr: 6.000e-02, eta: 1 day, 9:00:48, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5625, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.4351 2021-06-07 03:32:51,479 - mmaction - INFO - Epoch [3][1960/2689] lr: 6.000e-02, eta: 1 day, 8:59:45, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6156, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.3761 2021-06-07 03:33:37,186 - mmaction - INFO - Epoch [3][1980/2689] lr: 6.000e-02, eta: 1 day, 8:58:58, time: 2.285, data_time: 0.001, memory: 9293, top1_acc: 0.3187, top5_acc: 0.6078, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.2721 2021-06-07 03:34:18,853 - mmaction - INFO - Epoch [3][2000/2689] lr: 6.000e-02, eta: 1 day, 8:57:43, time: 2.083, data_time: 0.002, memory: 9293, top1_acc: 0.3078, top5_acc: 0.6031, loss_cls: 2.8793, loss: 2.8793, grad_norm: 2.4198 2021-06-07 03:34:59,592 - mmaction - INFO - Epoch [3][2020/2689] lr: 6.000e-02, eta: 1 day, 8:56:21, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.2906, top5_acc: 0.5891, loss_cls: 2.9429, loss: 2.9429, grad_norm: 2.3621 2021-06-07 03:35:42,525 - mmaction - INFO - Epoch [3][2040/2689] lr: 6.000e-02, eta: 1 day, 8:55:15, time: 2.147, data_time: 0.002, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.3057 2021-06-07 03:36:22,695 - mmaction - INFO - Epoch [3][2060/2689] lr: 6.000e-02, eta: 1 day, 8:53:50, time: 2.008, data_time: 0.001, memory: 9293, top1_acc: 0.2844, top5_acc: 0.5797, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.3853 2021-06-07 03:37:05,373 - mmaction - INFO - Epoch [3][2080/2689] lr: 6.000e-02, eta: 1 day, 8:52:43, time: 2.134, data_time: 0.002, memory: 9293, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.0988, loss: 3.0988, grad_norm: 2.2981 2021-06-07 03:37:48,550 - mmaction - INFO - Epoch [3][2100/2689] lr: 6.000e-02, eta: 1 day, 8:51:39, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.3172, top5_acc: 0.6281, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.1503 2021-06-07 03:38:30,792 - mmaction - INFO - Epoch [3][2120/2689] lr: 6.000e-02, eta: 1 day, 8:50:29, time: 2.112, data_time: 0.002, memory: 9293, top1_acc: 0.3078, top5_acc: 0.5938, loss_cls: 2.9045, loss: 2.9045, grad_norm: 2.4490 2021-06-07 03:39:13,195 - mmaction - INFO - Epoch [3][2140/2689] lr: 6.000e-02, eta: 1 day, 8:49:20, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.3250, top5_acc: 0.6078, loss_cls: 2.8970, loss: 2.8970, grad_norm: 2.4292 2021-06-07 03:39:57,573 - mmaction - INFO - Epoch [3][2160/2689] lr: 6.000e-02, eta: 1 day, 8:48:25, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.2828, top5_acc: 0.5969, loss_cls: 2.9496, loss: 2.9496, grad_norm: 2.3444 2021-06-07 03:40:43,035 - mmaction - INFO - Epoch [3][2180/2689] lr: 6.000e-02, eta: 1 day, 8:47:37, time: 2.274, data_time: 0.001, memory: 9293, top1_acc: 0.3172, top5_acc: 0.6125, loss_cls: 2.9123, loss: 2.9123, grad_norm: 2.2972 2021-06-07 03:41:28,323 - mmaction - INFO - Epoch [3][2200/2689] lr: 6.000e-02, eta: 1 day, 8:46:48, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.3203, top5_acc: 0.6062, loss_cls: 2.8424, loss: 2.8424, grad_norm: 2.1743 2021-06-07 03:42:13,185 - mmaction - INFO - Epoch [3][2220/2689] lr: 6.000e-02, eta: 1 day, 8:45:56, time: 2.243, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6141, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.3534 2021-06-07 03:42:59,485 - mmaction - INFO - Epoch [3][2240/2689] lr: 6.000e-02, eta: 1 day, 8:45:14, time: 2.315, data_time: 0.002, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6375, loss_cls: 2.7303, loss: 2.7303, grad_norm: 2.3997 2021-06-07 03:43:45,150 - mmaction - INFO - Epoch [3][2260/2689] lr: 6.000e-02, eta: 1 day, 8:44:28, time: 2.284, data_time: 0.001, memory: 9293, top1_acc: 0.3063, top5_acc: 0.6031, loss_cls: 2.9190, loss: 2.9190, grad_norm: 2.3725 2021-06-07 03:44:30,296 - mmaction - INFO - Epoch [3][2280/2689] lr: 6.000e-02, eta: 1 day, 8:43:38, time: 2.257, data_time: 0.001, memory: 9293, top1_acc: 0.3328, top5_acc: 0.5938, loss_cls: 2.8722, loss: 2.8722, grad_norm: 2.2915 2021-06-07 03:45:16,150 - mmaction - INFO - Epoch [3][2300/2689] lr: 6.000e-02, eta: 1 day, 8:42:53, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.4034 2021-06-07 03:46:02,057 - mmaction - INFO - Epoch [3][2320/2689] lr: 6.000e-02, eta: 1 day, 8:42:08, time: 2.296, data_time: 0.002, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6031, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.1870 2021-06-07 03:46:47,040 - mmaction - INFO - Epoch [3][2340/2689] lr: 6.000e-02, eta: 1 day, 8:41:17, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.3187, top5_acc: 0.6016, loss_cls: 2.8441, loss: 2.8441, grad_norm: 2.4587 2021-06-07 03:47:31,780 - mmaction - INFO - Epoch [3][2360/2689] lr: 6.000e-02, eta: 1 day, 8:40:24, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6359, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.2785 2021-06-07 03:48:16,161 - mmaction - INFO - Epoch [3][2380/2689] lr: 6.000e-02, eta: 1 day, 8:39:30, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.3234, top5_acc: 0.5969, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.3301 2021-06-07 03:48:59,509 - mmaction - INFO - Epoch [3][2400/2689] lr: 6.000e-02, eta: 1 day, 8:38:28, time: 2.168, data_time: 0.002, memory: 9293, top1_acc: 0.3063, top5_acc: 0.5797, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.2629 2021-06-07 03:49:43,014 - mmaction - INFO - Epoch [3][2420/2689] lr: 6.000e-02, eta: 1 day, 8:37:28, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.3250, top5_acc: 0.6172, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.2853 2021-06-07 03:50:26,860 - mmaction - INFO - Epoch [3][2440/2689] lr: 6.000e-02, eta: 1 day, 8:36:29, time: 2.192, data_time: 0.002, memory: 9293, top1_acc: 0.3328, top5_acc: 0.6125, loss_cls: 2.8775, loss: 2.8775, grad_norm: 2.3682 2021-06-07 03:51:09,944 - mmaction - INFO - Epoch [3][2460/2689] lr: 6.000e-02, eta: 1 day, 8:35:26, time: 2.154, data_time: 0.002, memory: 9293, top1_acc: 0.3453, top5_acc: 0.6391, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.3602 2021-06-07 03:51:54,269 - mmaction - INFO - Epoch [3][2480/2689] lr: 6.000e-02, eta: 1 day, 8:34:32, time: 2.216, data_time: 0.002, memory: 9293, top1_acc: 0.2922, top5_acc: 0.5906, loss_cls: 2.9503, loss: 2.9503, grad_norm: 2.3864 2021-06-07 03:52:36,735 - mmaction - INFO - Epoch [3][2500/2689] lr: 6.000e-02, eta: 1 day, 8:33:25, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.3031, top5_acc: 0.6062, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.2870 2021-06-07 03:53:19,240 - mmaction - INFO - Epoch [3][2520/2689] lr: 6.000e-02, eta: 1 day, 8:32:18, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.3250, top5_acc: 0.6078, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.4704 2021-06-07 03:54:00,566 - mmaction - INFO - Epoch [3][2540/2689] lr: 6.000e-02, eta: 1 day, 8:31:04, time: 2.066, data_time: 0.001, memory: 9293, top1_acc: 0.3094, top5_acc: 0.5828, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.2703 2021-06-07 03:54:41,621 - mmaction - INFO - Epoch [3][2560/2689] lr: 6.000e-02, eta: 1 day, 8:29:48, time: 2.053, data_time: 0.002, memory: 9293, top1_acc: 0.3141, top5_acc: 0.6266, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.2523 2021-06-07 03:55:24,675 - mmaction - INFO - Epoch [3][2580/2689] lr: 6.000e-02, eta: 1 day, 8:28:46, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.2969, top5_acc: 0.5922, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.1298 2021-06-07 03:56:07,550 - mmaction - INFO - Epoch [3][2600/2689] lr: 6.000e-02, eta: 1 day, 8:27:42, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.4204 2021-06-07 03:56:50,229 - mmaction - INFO - Epoch [3][2620/2689] lr: 6.000e-02, eta: 1 day, 8:26:38, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.2731 2021-06-07 03:57:33,888 - mmaction - INFO - Epoch [3][2640/2689] lr: 6.000e-02, eta: 1 day, 8:25:39, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.2953, top5_acc: 0.5625, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.2917 2021-06-07 03:58:16,085 - mmaction - INFO - Epoch [3][2660/2689] lr: 6.000e-02, eta: 1 day, 8:24:31, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.3156, top5_acc: 0.6188, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.2760 2021-06-07 03:58:59,525 - mmaction - INFO - Epoch [3][2680/2689] lr: 6.000e-02, eta: 1 day, 8:23:32, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6344, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.3587 2021-06-07 03:59:22,559 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-06-07 04:07:07,152 - mmaction - INFO - Epoch [4][20/2689] lr: 6.000e-02, eta: 1 day, 9:04:13, time: 23.159, data_time: 21.799, memory: 9293, top1_acc: 0.3141, top5_acc: 0.6109, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.3424 2021-06-07 04:07:32,622 - mmaction - INFO - Epoch [4][40/2689] lr: 6.000e-02, eta: 1 day, 9:01:13, time: 1.275, data_time: 0.004, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.4338 2021-06-07 04:08:00,113 - mmaction - INFO - Epoch [4][60/2689] lr: 6.000e-02, eta: 1 day, 8:58:27, time: 1.374, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6141, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.3782 2021-06-07 04:08:28,953 - mmaction - INFO - Epoch [4][80/2689] lr: 6.000e-02, eta: 1 day, 8:55:50, time: 1.442, data_time: 0.001, memory: 9293, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.3643 2021-06-07 04:09:04,288 - mmaction - INFO - Epoch [4][100/2689] lr: 6.000e-02, eta: 1 day, 8:53:53, time: 1.767, data_time: 0.001, memory: 9293, top1_acc: 0.2984, top5_acc: 0.6234, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.2858 2021-06-07 04:09:43,255 - mmaction - INFO - Epoch [4][120/2689] lr: 6.000e-02, eta: 1 day, 8:52:20, time: 1.948, data_time: 0.001, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6172, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.2720 2021-06-07 04:10:23,361 - mmaction - INFO - Epoch [4][140/2689] lr: 6.000e-02, eta: 1 day, 8:50:54, time: 2.002, data_time: 0.005, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6375, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.3815 2021-06-07 04:11:05,006 - mmaction - INFO - Epoch [4][160/2689] lr: 6.000e-02, eta: 1 day, 8:49:39, time: 2.085, data_time: 0.008, memory: 9293, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.8342, loss: 2.8342, grad_norm: 2.4079 2021-06-07 04:11:48,271 - mmaction - INFO - Epoch [4][180/2689] lr: 6.000e-02, eta: 1 day, 8:48:33, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.4060 2021-06-07 04:12:31,153 - mmaction - INFO - Epoch [4][200/2689] lr: 6.000e-02, eta: 1 day, 8:47:25, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.3125, top5_acc: 0.6172, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.2171 2021-06-07 04:13:15,683 - mmaction - INFO - Epoch [4][220/2689] lr: 6.000e-02, eta: 1 day, 8:46:27, time: 2.226, data_time: 0.001, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6547, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.4108 2021-06-07 04:13:59,341 - mmaction - INFO - Epoch [4][240/2689] lr: 6.000e-02, eta: 1 day, 8:45:24, time: 2.183, data_time: 0.002, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6172, loss_cls: 2.7587, loss: 2.7587, grad_norm: 2.3507 2021-06-07 04:14:39,248 - mmaction - INFO - Epoch [4][260/2689] lr: 6.000e-02, eta: 1 day, 8:43:58, time: 1.995, data_time: 0.001, memory: 9293, top1_acc: 0.3266, top5_acc: 0.6094, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.4037 2021-06-07 04:15:23,155 - mmaction - INFO - Epoch [4][280/2689] lr: 6.000e-02, eta: 1 day, 8:42:57, time: 2.195, data_time: 0.001, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6203, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.1838 2021-06-07 04:16:08,479 - mmaction - INFO - Epoch [4][300/2689] lr: 6.000e-02, eta: 1 day, 8:42:04, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6484, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.3051 2021-06-07 04:16:51,033 - mmaction - INFO - Epoch [4][320/2689] lr: 6.000e-02, eta: 1 day, 8:40:55, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6344, loss_cls: 2.7027, loss: 2.7027, grad_norm: 2.4252 2021-06-07 04:17:32,098 - mmaction - INFO - Epoch [4][340/2689] lr: 6.000e-02, eta: 1 day, 8:39:36, time: 2.053, data_time: 0.001, memory: 9293, top1_acc: 0.3125, top5_acc: 0.6234, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.4209 2021-06-07 04:18:15,961 - mmaction - INFO - Epoch [4][360/2689] lr: 6.000e-02, eta: 1 day, 8:38:35, time: 2.193, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6359, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.3742 2021-06-07 04:18:59,620 - mmaction - INFO - Epoch [4][380/2689] lr: 6.000e-02, eta: 1 day, 8:37:33, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.3047, top5_acc: 0.5984, loss_cls: 2.9377, loss: 2.9377, grad_norm: 2.3441 2021-06-07 04:19:43,396 - mmaction - INFO - Epoch [4][400/2689] lr: 6.000e-02, eta: 1 day, 8:36:31, time: 2.189, data_time: 0.001, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6312, loss_cls: 2.7509, loss: 2.7509, grad_norm: 2.2917 2021-06-07 04:20:25,704 - mmaction - INFO - Epoch [4][420/2689] lr: 6.000e-02, eta: 1 day, 8:35:21, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.3405 2021-06-07 04:21:09,514 - mmaction - INFO - Epoch [4][440/2689] lr: 6.000e-02, eta: 1 day, 8:34:20, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.2491 2021-06-07 04:21:53,204 - mmaction - INFO - Epoch [4][460/2689] lr: 6.000e-02, eta: 1 day, 8:33:18, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.3998 2021-06-07 04:22:35,383 - mmaction - INFO - Epoch [4][480/2689] lr: 6.000e-02, eta: 1 day, 8:32:07, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.3219, top5_acc: 0.6188, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.4991 2021-06-07 04:23:18,253 - mmaction - INFO - Epoch [4][500/2689] lr: 6.000e-02, eta: 1 day, 8:31:01, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.2774 2021-06-07 04:24:01,453 - mmaction - INFO - Epoch [4][520/2689] lr: 6.000e-02, eta: 1 day, 8:29:57, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.3046 2021-06-07 04:24:45,163 - mmaction - INFO - Epoch [4][540/2689] lr: 6.000e-02, eta: 1 day, 8:28:55, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.3266, top5_acc: 0.6109, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.3710 2021-06-07 04:25:28,359 - mmaction - INFO - Epoch [4][560/2689] lr: 6.000e-02, eta: 1 day, 8:27:51, time: 2.160, data_time: 0.002, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6203, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.2781 2021-06-07 04:26:11,235 - mmaction - INFO - Epoch [4][580/2689] lr: 6.000e-02, eta: 1 day, 8:26:45, time: 2.144, data_time: 0.002, memory: 9293, top1_acc: 0.3328, top5_acc: 0.6328, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.4350 2021-06-07 04:26:53,611 - mmaction - INFO - Epoch [4][600/2689] lr: 6.000e-02, eta: 1 day, 8:25:36, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6109, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.3816 2021-06-07 04:27:36,978 - mmaction - INFO - Epoch [4][620/2689] lr: 6.000e-02, eta: 1 day, 8:24:33, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.2969, top5_acc: 0.6359, loss_cls: 2.7839, loss: 2.7839, grad_norm: 2.3969 2021-06-07 04:28:22,110 - mmaction - INFO - Epoch [4][640/2689] lr: 6.000e-02, eta: 1 day, 8:23:41, time: 2.257, data_time: 0.001, memory: 9293, top1_acc: 0.3266, top5_acc: 0.6312, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.4620 2021-06-07 04:29:06,037 - mmaction - INFO - Epoch [4][660/2689] lr: 6.000e-02, eta: 1 day, 8:22:41, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.3328, top5_acc: 0.6047, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.2393 2021-06-07 04:29:49,677 - mmaction - INFO - Epoch [4][680/2689] lr: 6.000e-02, eta: 1 day, 8:21:40, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.3312, top5_acc: 0.6250, loss_cls: 2.7029, loss: 2.7029, grad_norm: 2.3697 2021-06-07 04:30:33,530 - mmaction - INFO - Epoch [4][700/2689] lr: 6.000e-02, eta: 1 day, 8:20:40, time: 2.193, data_time: 0.001, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6078, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.3166 2021-06-07 04:31:16,759 - mmaction - INFO - Epoch [4][720/2689] lr: 6.000e-02, eta: 1 day, 8:19:37, time: 2.162, data_time: 0.002, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6312, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.4029 2021-06-07 04:31:58,907 - mmaction - INFO - Epoch [4][740/2689] lr: 6.000e-02, eta: 1 day, 8:18:27, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6516, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.4600 2021-06-07 04:32:40,812 - mmaction - INFO - Epoch [4][760/2689] lr: 6.000e-02, eta: 1 day, 8:17:17, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6344, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.3787 2021-06-07 04:33:24,146 - mmaction - INFO - Epoch [4][780/2689] lr: 6.000e-02, eta: 1 day, 8:16:14, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.3251 2021-06-07 04:34:05,930 - mmaction - INFO - Epoch [4][800/2689] lr: 6.000e-02, eta: 1 day, 8:15:03, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6578, loss_cls: 2.6420, loss: 2.6420, grad_norm: 2.4261 2021-06-07 04:34:47,785 - mmaction - INFO - Epoch [4][820/2689] lr: 6.000e-02, eta: 1 day, 8:13:53, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6188, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.3570 2021-06-07 04:35:30,266 - mmaction - INFO - Epoch [4][840/2689] lr: 6.000e-02, eta: 1 day, 8:12:46, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.3281, top5_acc: 0.6344, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.3594 2021-06-07 04:36:11,953 - mmaction - INFO - Epoch [4][860/2689] lr: 6.000e-02, eta: 1 day, 8:11:34, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.2562, top5_acc: 0.5969, loss_cls: 3.0038, loss: 3.0038, grad_norm: 2.3485 2021-06-07 04:36:53,339 - mmaction - INFO - Epoch [4][880/2689] lr: 6.000e-02, eta: 1 day, 8:10:21, time: 2.069, data_time: 0.001, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8255, loss: 2.8255, grad_norm: 2.1736 2021-06-07 04:37:35,102 - mmaction - INFO - Epoch [4][900/2689] lr: 6.000e-02, eta: 1 day, 8:09:11, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6422, loss_cls: 2.6743, loss: 2.6743, grad_norm: 2.3717 2021-06-07 04:38:17,665 - mmaction - INFO - Epoch [4][920/2689] lr: 6.000e-02, eta: 1 day, 8:08:05, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6391, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.2704 2021-06-07 04:39:00,167 - mmaction - INFO - Epoch [4][940/2689] lr: 6.000e-02, eta: 1 day, 8:06:59, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.3250, top5_acc: 0.6156, loss_cls: 2.8148, loss: 2.8148, grad_norm: 2.3326 2021-06-07 04:39:41,052 - mmaction - INFO - Epoch [4][960/2689] lr: 6.000e-02, eta: 1 day, 8:05:43, time: 2.044, data_time: 0.001, memory: 9293, top1_acc: 0.3453, top5_acc: 0.6375, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.2340 2021-06-07 04:40:24,479 - mmaction - INFO - Epoch [4][980/2689] lr: 6.000e-02, eta: 1 day, 8:04:43, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.3203, top5_acc: 0.6266, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.3661 2021-06-07 04:41:09,101 - mmaction - INFO - Epoch [4][1000/2689] lr: 6.000e-02, eta: 1 day, 8:03:48, time: 2.231, data_time: 0.001, memory: 9293, top1_acc: 0.3266, top5_acc: 0.6062, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.3932 2021-06-07 04:41:53,420 - mmaction - INFO - Epoch [4][1020/2689] lr: 6.000e-02, eta: 1 day, 8:02:53, time: 2.216, data_time: 0.001, memory: 9293, top1_acc: 0.3328, top5_acc: 0.6219, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.3623 2021-06-07 04:42:38,730 - mmaction - INFO - Epoch [4][1040/2689] lr: 6.000e-02, eta: 1 day, 8:02:02, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6453, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.3710 2021-06-07 04:43:23,755 - mmaction - INFO - Epoch [4][1060/2689] lr: 6.000e-02, eta: 1 day, 8:01:10, time: 2.251, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6266, loss_cls: 2.7802, loss: 2.7802, grad_norm: 2.2669 2021-06-07 04:44:07,813 - mmaction - INFO - Epoch [4][1080/2689] lr: 6.000e-02, eta: 1 day, 8:00:13, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.3250, top5_acc: 0.5984, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.1995 2021-06-07 04:44:50,525 - mmaction - INFO - Epoch [4][1100/2689] lr: 6.000e-02, eta: 1 day, 7:59:09, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6328, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.1652 2021-06-07 04:45:34,033 - mmaction - INFO - Epoch [4][1120/2689] lr: 6.000e-02, eta: 1 day, 7:58:09, time: 2.176, data_time: 0.002, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6625, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.3835 2021-06-07 04:46:17,382 - mmaction - INFO - Epoch [4][1140/2689] lr: 6.000e-02, eta: 1 day, 7:57:08, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.2697 2021-06-07 04:46:58,038 - mmaction - INFO - Epoch [4][1160/2689] lr: 6.000e-02, eta: 1 day, 7:55:53, time: 2.033, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6234, loss_cls: 2.7180, loss: 2.7180, grad_norm: 2.4345 2021-06-07 04:47:40,890 - mmaction - INFO - Epoch [4][1180/2689] lr: 6.000e-02, eta: 1 day, 7:54:49, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.3141, top5_acc: 0.6203, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.3481 2021-06-07 04:48:24,560 - mmaction - INFO - Epoch [4][1200/2689] lr: 6.000e-02, eta: 1 day, 7:53:51, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6734, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.2509 2021-06-07 04:49:07,356 - mmaction - INFO - Epoch [4][1220/2689] lr: 6.000e-02, eta: 1 day, 7:52:47, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6547, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.3374 2021-06-07 04:49:51,407 - mmaction - INFO - Epoch [4][1240/2689] lr: 6.000e-02, eta: 1 day, 7:51:51, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.3172, top5_acc: 0.6156, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.2765 2021-06-07 04:50:33,711 - mmaction - INFO - Epoch [4][1260/2689] lr: 6.000e-02, eta: 1 day, 7:50:45, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6422, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.3704 2021-06-07 04:51:16,808 - mmaction - INFO - Epoch [4][1280/2689] lr: 6.000e-02, eta: 1 day, 7:49:43, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6703, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.3355 2021-06-07 04:52:00,331 - mmaction - INFO - Epoch [4][1300/2689] lr: 6.000e-02, eta: 1 day, 7:48:44, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6312, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.1708 2021-06-07 04:52:43,780 - mmaction - INFO - Epoch [4][1320/2689] lr: 6.000e-02, eta: 1 day, 7:47:44, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6500, loss_cls: 2.6373, loss: 2.6373, grad_norm: 2.2149 2021-06-07 04:53:23,501 - mmaction - INFO - Epoch [4][1340/2689] lr: 6.000e-02, eta: 1 day, 7:46:25, time: 1.986, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.3577 2021-06-07 04:54:03,810 - mmaction - INFO - Epoch [4][1360/2689] lr: 6.000e-02, eta: 1 day, 7:45:09, time: 2.016, data_time: 0.001, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6594, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.2296 2021-06-07 04:54:45,220 - mmaction - INFO - Epoch [4][1380/2689] lr: 6.000e-02, eta: 1 day, 7:43:59, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6531, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.4550 2021-06-07 04:55:27,177 - mmaction - INFO - Epoch [4][1400/2689] lr: 6.000e-02, eta: 1 day, 7:42:52, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6281, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.2437 2021-06-07 04:56:11,256 - mmaction - INFO - Epoch [4][1420/2689] lr: 6.000e-02, eta: 1 day, 7:41:57, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.8023, loss: 2.8023, grad_norm: 2.2260 2021-06-07 04:56:52,817 - mmaction - INFO - Epoch [4][1440/2689] lr: 6.000e-02, eta: 1 day, 7:40:48, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6562, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.2731 2021-06-07 04:57:36,206 - mmaction - INFO - Epoch [4][1460/2689] lr: 6.000e-02, eta: 1 day, 7:39:49, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6328, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.2848 2021-06-07 04:58:18,828 - mmaction - INFO - Epoch [4][1480/2689] lr: 6.000e-02, eta: 1 day, 7:38:45, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6250, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.2741 2021-06-07 04:59:01,340 - mmaction - INFO - Epoch [4][1500/2689] lr: 6.000e-02, eta: 1 day, 7:37:42, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.3234, top5_acc: 0.6344, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.3134 2021-06-07 04:59:43,554 - mmaction - INFO - Epoch [4][1520/2689] lr: 6.000e-02, eta: 1 day, 7:36:37, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6328, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.2007 2021-06-07 05:00:26,577 - mmaction - INFO - Epoch [4][1540/2689] lr: 6.000e-02, eta: 1 day, 7:35:36, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6719, loss_cls: 2.5657, loss: 2.5657, grad_norm: 2.1604 2021-06-07 05:01:08,428 - mmaction - INFO - Epoch [4][1560/2689] lr: 6.000e-02, eta: 1 day, 7:34:29, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6469, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.3115 2021-06-07 05:01:51,369 - mmaction - INFO - Epoch [4][1580/2689] lr: 6.000e-02, eta: 1 day, 7:33:28, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6391, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.3247 2021-06-07 05:02:33,825 - mmaction - INFO - Epoch [4][1600/2689] lr: 6.000e-02, eta: 1 day, 7:32:24, time: 2.123, data_time: 0.001, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6422, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.3140 2021-06-07 05:03:16,388 - mmaction - INFO - Epoch [4][1620/2689] lr: 6.000e-02, eta: 1 day, 7:31:22, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6188, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.3293 2021-06-07 05:03:59,991 - mmaction - INFO - Epoch [4][1640/2689] lr: 6.000e-02, eta: 1 day, 7:30:24, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.3359, top5_acc: 0.6453, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.3037 2021-06-07 05:04:43,053 - mmaction - INFO - Epoch [4][1660/2689] lr: 6.000e-02, eta: 1 day, 7:29:24, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.6674, loss: 2.6674, grad_norm: 2.3919 2021-06-07 05:05:27,299 - mmaction - INFO - Epoch [4][1680/2689] lr: 6.000e-02, eta: 1 day, 7:28:30, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6422, loss_cls: 2.7418, loss: 2.7418, grad_norm: 2.1893 2021-06-07 05:06:11,947 - mmaction - INFO - Epoch [4][1700/2689] lr: 6.000e-02, eta: 1 day, 7:27:38, time: 2.232, data_time: 0.001, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6312, loss_cls: 2.8216, loss: 2.8216, grad_norm: 2.2799 2021-06-07 05:06:57,536 - mmaction - INFO - Epoch [4][1720/2689] lr: 6.000e-02, eta: 1 day, 7:26:51, time: 2.279, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.2613 2021-06-07 05:07:42,358 - mmaction - INFO - Epoch [4][1740/2689] lr: 6.000e-02, eta: 1 day, 7:26:00, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.3199 2021-06-07 05:08:27,707 - mmaction - INFO - Epoch [4][1760/2689] lr: 6.000e-02, eta: 1 day, 7:25:11, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6312, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.2746 2021-06-07 05:09:09,403 - mmaction - INFO - Epoch [4][1780/2689] lr: 6.000e-02, eta: 1 day, 7:24:04, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6484, loss_cls: 2.7092, loss: 2.7092, grad_norm: 2.2881 2021-06-07 05:09:51,316 - mmaction - INFO - Epoch [4][1800/2689] lr: 6.000e-02, eta: 1 day, 7:22:59, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6203, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.2819 2021-06-07 05:10:33,066 - mmaction - INFO - Epoch [4][1820/2689] lr: 6.000e-02, eta: 1 day, 7:21:53, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6375, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.3489 2021-06-07 05:11:16,283 - mmaction - INFO - Epoch [4][1840/2689] lr: 6.000e-02, eta: 1 day, 7:20:54, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.3197 2021-06-07 05:11:59,150 - mmaction - INFO - Epoch [4][1860/2689] lr: 6.000e-02, eta: 1 day, 7:19:53, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.3453, top5_acc: 0.6297, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.2338 2021-06-07 05:12:41,855 - mmaction - INFO - Epoch [4][1880/2689] lr: 6.000e-02, eta: 1 day, 7:18:52, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.3406, top5_acc: 0.6422, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.2515 2021-06-07 05:13:25,766 - mmaction - INFO - Epoch [4][1900/2689] lr: 6.000e-02, eta: 1 day, 7:17:57, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.3970 2021-06-07 05:14:09,204 - mmaction - INFO - Epoch [4][1920/2689] lr: 6.000e-02, eta: 1 day, 7:16:59, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6578, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.2624 2021-06-07 05:14:51,920 - mmaction - INFO - Epoch [4][1940/2689] lr: 6.000e-02, eta: 1 day, 7:15:58, time: 2.136, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6766, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.3277 2021-06-07 05:15:35,757 - mmaction - INFO - Epoch [4][1960/2689] lr: 6.000e-02, eta: 1 day, 7:15:03, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6469, loss_cls: 2.6315, loss: 2.6315, grad_norm: 2.2842 2021-06-07 05:16:17,750 - mmaction - INFO - Epoch [4][1980/2689] lr: 6.000e-02, eta: 1 day, 7:13:59, time: 2.100, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6172, loss_cls: 2.8090, loss: 2.8090, grad_norm: 2.3071 2021-06-07 05:17:00,657 - mmaction - INFO - Epoch [4][2000/2689] lr: 6.000e-02, eta: 1 day, 7:12:59, time: 2.145, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6578, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.2431 2021-06-07 05:17:43,127 - mmaction - INFO - Epoch [4][2020/2689] lr: 6.000e-02, eta: 1 day, 7:11:57, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.3483 2021-06-07 05:18:23,995 - mmaction - INFO - Epoch [4][2040/2689] lr: 6.000e-02, eta: 1 day, 7:10:47, time: 2.043, data_time: 0.001, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6562, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.4081 2021-06-07 05:19:07,900 - mmaction - INFO - Epoch [4][2060/2689] lr: 6.000e-02, eta: 1 day, 7:09:52, time: 2.195, data_time: 0.001, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.6086, loss: 2.6086, grad_norm: 2.2826 2021-06-07 05:19:52,298 - mmaction - INFO - Epoch [4][2080/2689] lr: 6.000e-02, eta: 1 day, 7:09:00, time: 2.220, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6266, loss_cls: 2.7619, loss: 2.7619, grad_norm: 2.2661 2021-06-07 05:20:36,546 - mmaction - INFO - Epoch [4][2100/2689] lr: 6.000e-02, eta: 1 day, 7:08:07, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6422, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.2958 2021-06-07 05:21:19,900 - mmaction - INFO - Epoch [4][2120/2689] lr: 6.000e-02, eta: 1 day, 7:07:10, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6609, loss_cls: 2.5913, loss: 2.5913, grad_norm: 2.2334 2021-06-07 05:22:02,974 - mmaction - INFO - Epoch [4][2140/2689] lr: 6.000e-02, eta: 1 day, 7:06:11, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.4645 2021-06-07 05:22:44,767 - mmaction - INFO - Epoch [4][2160/2689] lr: 6.000e-02, eta: 1 day, 7:05:06, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6547, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.3265 2021-06-07 05:23:28,251 - mmaction - INFO - Epoch [4][2180/2689] lr: 6.000e-02, eta: 1 day, 7:04:10, time: 2.174, data_time: 0.001, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6672, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.2964 2021-06-07 05:24:10,660 - mmaction - INFO - Epoch [4][2200/2689] lr: 6.000e-02, eta: 1 day, 7:03:08, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6594, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.3794 2021-06-07 05:24:53,420 - mmaction - INFO - Epoch [4][2220/2689] lr: 6.000e-02, eta: 1 day, 7:02:08, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6562, loss_cls: 2.7073, loss: 2.7073, grad_norm: 2.2545 2021-06-07 05:25:32,856 - mmaction - INFO - Epoch [4][2240/2689] lr: 6.000e-02, eta: 1 day, 7:00:53, time: 1.972, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6328, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.2331 2021-06-07 05:26:14,068 - mmaction - INFO - Epoch [4][2260/2689] lr: 6.000e-02, eta: 1 day, 6:59:46, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6391, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.3117 2021-06-07 05:26:56,614 - mmaction - INFO - Epoch [4][2280/2689] lr: 6.000e-02, eta: 1 day, 6:58:45, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6516, loss_cls: 2.6615, loss: 2.6615, grad_norm: 2.2646 2021-06-07 05:27:39,569 - mmaction - INFO - Epoch [4][2300/2689] lr: 6.000e-02, eta: 1 day, 6:57:47, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6703, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.3695 2021-06-07 05:28:21,463 - mmaction - INFO - Epoch [4][2320/2689] lr: 6.000e-02, eta: 1 day, 6:56:43, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.3391, top5_acc: 0.6203, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.3808 2021-06-07 05:29:04,729 - mmaction - INFO - Epoch [4][2340/2689] lr: 6.000e-02, eta: 1 day, 6:55:46, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6750, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.2180 2021-06-07 05:29:47,585 - mmaction - INFO - Epoch [4][2360/2689] lr: 6.000e-02, eta: 1 day, 6:54:47, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6516, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.4375 2021-06-07 05:30:31,652 - mmaction - INFO - Epoch [4][2380/2689] lr: 6.000e-02, eta: 1 day, 6:53:54, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6234, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.2645 2021-06-07 05:31:14,905 - mmaction - INFO - Epoch [4][2400/2689] lr: 6.000e-02, eta: 1 day, 6:52:57, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6703, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.2498 2021-06-07 05:31:59,254 - mmaction - INFO - Epoch [4][2420/2689] lr: 6.000e-02, eta: 1 day, 6:52:05, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.3297, top5_acc: 0.6188, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.4095 2021-06-07 05:32:45,631 - mmaction - INFO - Epoch [4][2440/2689] lr: 6.000e-02, eta: 1 day, 6:51:23, time: 2.319, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6453, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.2860 2021-06-07 05:33:30,336 - mmaction - INFO - Epoch [4][2460/2689] lr: 6.000e-02, eta: 1 day, 6:50:33, time: 2.235, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6422, loss_cls: 2.6234, loss: 2.6234, grad_norm: 2.1547 2021-06-07 05:34:11,765 - mmaction - INFO - Epoch [4][2480/2689] lr: 6.000e-02, eta: 1 day, 6:49:28, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.6103, loss: 2.6103, grad_norm: 2.2828 2021-06-07 05:34:54,580 - mmaction - INFO - Epoch [4][2500/2689] lr: 6.000e-02, eta: 1 day, 6:48:29, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6625, loss_cls: 2.6288, loss: 2.6288, grad_norm: 2.4130 2021-06-07 05:35:38,596 - mmaction - INFO - Epoch [4][2520/2689] lr: 6.000e-02, eta: 1 day, 6:47:36, time: 2.201, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.3825 2021-06-07 05:36:20,770 - mmaction - INFO - Epoch [4][2540/2689] lr: 6.000e-02, eta: 1 day, 6:46:34, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.3546 2021-06-07 05:37:02,371 - mmaction - INFO - Epoch [4][2560/2689] lr: 6.000e-02, eta: 1 day, 6:45:30, time: 2.080, data_time: 0.001, memory: 9293, top1_acc: 0.3344, top5_acc: 0.6484, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.2318 2021-06-07 05:37:45,278 - mmaction - INFO - Epoch [4][2580/2689] lr: 6.000e-02, eta: 1 day, 6:44:32, time: 2.145, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6516, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.4571 2021-06-07 05:38:27,035 - mmaction - INFO - Epoch [4][2600/2689] lr: 6.000e-02, eta: 1 day, 6:43:29, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6641, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.3356 2021-06-07 05:39:07,248 - mmaction - INFO - Epoch [4][2620/2689] lr: 6.000e-02, eta: 1 day, 6:42:19, time: 2.011, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.2092 2021-06-07 05:39:48,914 - mmaction - INFO - Epoch [4][2640/2689] lr: 6.000e-02, eta: 1 day, 6:41:15, time: 2.083, data_time: 0.001, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6328, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.2274 2021-06-07 05:40:31,855 - mmaction - INFO - Epoch [4][2660/2689] lr: 6.000e-02, eta: 1 day, 6:40:18, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6422, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.2339 2021-06-07 05:41:16,500 - mmaction - INFO - Epoch [4][2680/2689] lr: 6.000e-02, eta: 1 day, 6:39:28, time: 2.232, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.2804 2021-06-07 05:41:39,589 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-06-07 05:48:45,558 - mmaction - INFO - Epoch [5][20/2689] lr: 6.000e-02, eta: 1 day, 7:05:11, time: 21.230, data_time: 19.916, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6937, loss_cls: 2.5018, loss: 2.5018, grad_norm: 2.3143 2021-06-07 05:49:11,104 - mmaction - INFO - Epoch [5][40/2689] lr: 6.000e-02, eta: 1 day, 7:02:52, time: 1.279, data_time: 0.004, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6750, loss_cls: 2.5144, loss: 2.5144, grad_norm: 2.4104 2021-06-07 05:49:37,815 - mmaction - INFO - Epoch [5][60/2689] lr: 6.000e-02, eta: 1 day, 7:00:39, time: 1.336, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6891, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.2704 2021-06-07 05:50:10,551 - mmaction - INFO - Epoch [5][80/2689] lr: 6.000e-02, eta: 1 day, 6:58:53, time: 1.634, data_time: 0.007, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6828, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.2013 2021-06-07 05:50:42,914 - mmaction - INFO - Epoch [5][100/2689] lr: 6.000e-02, eta: 1 day, 6:57:05, time: 1.621, data_time: 0.008, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6687, loss_cls: 2.4617, loss: 2.4617, grad_norm: 2.3417 2021-06-07 05:51:18,721 - mmaction - INFO - Epoch [5][120/2689] lr: 6.000e-02, eta: 1 day, 6:55:33, time: 1.790, data_time: 0.001, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6703, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.3749 2021-06-07 05:51:58,265 - mmaction - INFO - Epoch [5][140/2689] lr: 6.000e-02, eta: 1 day, 6:54:18, time: 1.977, data_time: 0.001, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6859, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.2069 2021-06-07 05:52:37,916 - mmaction - INFO - Epoch [5][160/2689] lr: 6.000e-02, eta: 1 day, 6:53:03, time: 1.983, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6672, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.3410 2021-06-07 05:53:19,943 - mmaction - INFO - Epoch [5][180/2689] lr: 6.000e-02, eta: 1 day, 6:51:59, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.6057, loss: 2.6057, grad_norm: 2.2927 2021-06-07 05:54:01,352 - mmaction - INFO - Epoch [5][200/2689] lr: 6.000e-02, eta: 1 day, 6:50:53, time: 2.070, data_time: 0.002, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.5298, loss: 2.5298, grad_norm: 2.2843 2021-06-07 05:54:43,063 - mmaction - INFO - Epoch [5][220/2689] lr: 6.000e-02, eta: 1 day, 6:49:47, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6859, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.2533 2021-06-07 05:55:26,819 - mmaction - INFO - Epoch [5][240/2689] lr: 6.000e-02, eta: 1 day, 6:48:51, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6422, loss_cls: 2.6671, loss: 2.6671, grad_norm: 2.1970 2021-06-07 05:56:11,054 - mmaction - INFO - Epoch [5][260/2689] lr: 6.000e-02, eta: 1 day, 6:47:57, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6641, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.2472 2021-06-07 05:56:54,352 - mmaction - INFO - Epoch [5][280/2689] lr: 6.000e-02, eta: 1 day, 6:46:59, time: 2.164, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6641, loss_cls: 2.5709, loss: 2.5709, grad_norm: 2.4074 2021-06-07 05:57:36,775 - mmaction - INFO - Epoch [5][300/2689] lr: 6.000e-02, eta: 1 day, 6:45:57, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6797, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.3180 2021-06-07 05:58:19,995 - mmaction - INFO - Epoch [5][320/2689] lr: 6.000e-02, eta: 1 day, 6:44:59, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6734, loss_cls: 2.5159, loss: 2.5159, grad_norm: 2.2735 2021-06-07 05:59:05,347 - mmaction - INFO - Epoch [5][340/2689] lr: 6.000e-02, eta: 1 day, 6:44:10, time: 2.268, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6719, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.2933 2021-06-07 05:59:49,848 - mmaction - INFO - Epoch [5][360/2689] lr: 6.000e-02, eta: 1 day, 6:43:17, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6734, loss_cls: 2.5433, loss: 2.5433, grad_norm: 2.2521 2021-06-07 06:00:36,741 - mmaction - INFO - Epoch [5][380/2689] lr: 6.000e-02, eta: 1 day, 6:42:34, time: 2.339, data_time: 0.006, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6734, loss_cls: 2.5411, loss: 2.5411, grad_norm: 2.3335 2021-06-07 06:01:18,957 - mmaction - INFO - Epoch [5][400/2689] lr: 6.000e-02, eta: 1 day, 6:41:32, time: 2.116, data_time: 0.012, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6734, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.3677 2021-06-07 06:02:01,695 - mmaction - INFO - Epoch [5][420/2689] lr: 6.000e-02, eta: 1 day, 6:40:32, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6797, loss_cls: 2.5299, loss: 2.5299, grad_norm: 2.2434 2021-06-07 06:02:42,393 - mmaction - INFO - Epoch [5][440/2689] lr: 6.000e-02, eta: 1 day, 6:39:23, time: 2.034, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6625, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.2309 2021-06-07 06:03:23,613 - mmaction - INFO - Epoch [5][460/2689] lr: 6.000e-02, eta: 1 day, 6:38:17, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6391, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.3190 2021-06-07 06:04:07,292 - mmaction - INFO - Epoch [5][480/2689] lr: 6.000e-02, eta: 1 day, 6:37:21, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6766, loss_cls: 2.5740, loss: 2.5740, grad_norm: 2.3407 2021-06-07 06:04:47,326 - mmaction - INFO - Epoch [5][500/2689] lr: 6.000e-02, eta: 1 day, 6:36:09, time: 2.002, data_time: 0.001, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.5166, loss: 2.5166, grad_norm: 2.5188 2021-06-07 06:05:29,869 - mmaction - INFO - Epoch [5][520/2689] lr: 6.000e-02, eta: 1 day, 6:35:08, time: 2.124, data_time: 0.008, memory: 9293, top1_acc: 0.3609, top5_acc: 0.6672, loss_cls: 2.5679, loss: 2.5679, grad_norm: 2.3693 2021-06-07 06:06:15,639 - mmaction - INFO - Epoch [5][540/2689] lr: 6.000e-02, eta: 1 day, 6:34:22, time: 2.292, data_time: 0.008, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6703, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.4208 2021-06-07 06:06:59,819 - mmaction - INFO - Epoch [5][560/2689] lr: 6.000e-02, eta: 1 day, 6:33:28, time: 2.209, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6687, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.3127 2021-06-07 06:07:43,151 - mmaction - INFO - Epoch [5][580/2689] lr: 6.000e-02, eta: 1 day, 6:32:31, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6547, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.2383 2021-06-07 06:08:26,910 - mmaction - INFO - Epoch [5][600/2689] lr: 6.000e-02, eta: 1 day, 6:31:35, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7109, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.2632 2021-06-07 06:09:11,623 - mmaction - INFO - Epoch [5][620/2689] lr: 6.000e-02, eta: 1 day, 6:30:44, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6500, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.2687 2021-06-07 06:09:54,599 - mmaction - INFO - Epoch [5][640/2689] lr: 6.000e-02, eta: 1 day, 6:29:46, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6641, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.3739 2021-06-07 06:10:36,298 - mmaction - INFO - Epoch [5][660/2689] lr: 6.000e-02, eta: 1 day, 6:28:42, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.3500, top5_acc: 0.6266, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.2513 2021-06-07 06:11:16,547 - mmaction - INFO - Epoch [5][680/2689] lr: 6.000e-02, eta: 1 day, 6:27:32, time: 2.012, data_time: 0.001, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.2544 2021-06-07 06:11:56,246 - mmaction - INFO - Epoch [5][700/2689] lr: 6.000e-02, eta: 1 day, 6:26:20, time: 1.985, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6656, loss_cls: 2.5622, loss: 2.5622, grad_norm: 2.2588 2021-06-07 06:12:38,554 - mmaction - INFO - Epoch [5][720/2689] lr: 6.000e-02, eta: 1 day, 6:25:19, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6703, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.1711 2021-06-07 06:13:21,063 - mmaction - INFO - Epoch [5][740/2689] lr: 6.000e-02, eta: 1 day, 6:24:19, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6766, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.3488 2021-06-07 06:14:03,360 - mmaction - INFO - Epoch [5][760/2689] lr: 6.000e-02, eta: 1 day, 6:23:18, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6234, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.2644 2021-06-07 06:14:47,025 - mmaction - INFO - Epoch [5][780/2689] lr: 6.000e-02, eta: 1 day, 6:22:22, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6922, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.2026 2021-06-07 06:15:27,961 - mmaction - INFO - Epoch [5][800/2689] lr: 6.000e-02, eta: 1 day, 6:21:16, time: 2.047, data_time: 0.001, memory: 9293, top1_acc: 0.3766, top5_acc: 0.6328, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.4119 2021-06-07 06:16:08,217 - mmaction - INFO - Epoch [5][820/2689] lr: 6.000e-02, eta: 1 day, 6:20:07, time: 2.012, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.6538, loss: 2.6538, grad_norm: 2.2221 2021-06-07 06:16:49,838 - mmaction - INFO - Epoch [5][840/2689] lr: 6.000e-02, eta: 1 day, 6:19:03, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6516, loss_cls: 2.6271, loss: 2.6271, grad_norm: 2.2311 2021-06-07 06:17:32,079 - mmaction - INFO - Epoch [5][860/2689] lr: 6.000e-02, eta: 1 day, 6:18:02, time: 2.112, data_time: 0.001, memory: 9293, top1_acc: 0.3375, top5_acc: 0.6406, loss_cls: 2.7002, loss: 2.7002, grad_norm: 2.2908 2021-06-07 06:18:14,608 - mmaction - INFO - Epoch [5][880/2689] lr: 6.000e-02, eta: 1 day, 6:17:03, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.3422, top5_acc: 0.6516, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.2416 2021-06-07 06:18:57,220 - mmaction - INFO - Epoch [5][900/2689] lr: 6.000e-02, eta: 1 day, 6:16:04, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.2858 2021-06-07 06:19:41,143 - mmaction - INFO - Epoch [5][920/2689] lr: 6.000e-02, eta: 1 day, 6:15:10, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6687, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.2711 2021-06-07 06:20:24,587 - mmaction - INFO - Epoch [5][940/2689] lr: 6.000e-02, eta: 1 day, 6:14:14, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.3469, top5_acc: 0.6328, loss_cls: 2.7025, loss: 2.7025, grad_norm: 2.4908 2021-06-07 06:21:04,128 - mmaction - INFO - Epoch [5][960/2689] lr: 6.000e-02, eta: 1 day, 6:13:03, time: 1.977, data_time: 0.001, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.5100, loss: 2.5100, grad_norm: 2.1728 2021-06-07 06:21:48,848 - mmaction - INFO - Epoch [5][980/2689] lr: 6.000e-02, eta: 1 day, 6:12:12, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6766, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.2853 2021-06-07 06:22:34,380 - mmaction - INFO - Epoch [5][1000/2689] lr: 6.000e-02, eta: 1 day, 6:11:25, time: 2.277, data_time: 0.001, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6672, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.2544 2021-06-07 06:23:19,447 - mmaction - INFO - Epoch [5][1020/2689] lr: 6.000e-02, eta: 1 day, 6:10:36, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.1447 2021-06-07 06:24:03,102 - mmaction - INFO - Epoch [5][1040/2689] lr: 6.000e-02, eta: 1 day, 6:09:41, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6687, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.2448 2021-06-07 06:24:45,590 - mmaction - INFO - Epoch [5][1060/2689] lr: 6.000e-02, eta: 1 day, 6:08:42, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6547, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.2616 2021-06-07 06:25:28,183 - mmaction - INFO - Epoch [5][1080/2689] lr: 6.000e-02, eta: 1 day, 6:07:43, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6625, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.2990 2021-06-07 06:26:10,837 - mmaction - INFO - Epoch [5][1100/2689] lr: 6.000e-02, eta: 1 day, 6:06:44, time: 2.132, data_time: 0.002, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6672, loss_cls: 2.5327, loss: 2.5327, grad_norm: 2.1832 2021-06-07 06:26:53,271 - mmaction - INFO - Epoch [5][1120/2689] lr: 6.000e-02, eta: 1 day, 6:05:45, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6687, loss_cls: 2.6082, loss: 2.6082, grad_norm: 2.2185 2021-06-07 06:27:36,202 - mmaction - INFO - Epoch [5][1140/2689] lr: 6.000e-02, eta: 1 day, 6:04:48, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6469, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.2305 2021-06-07 06:28:18,701 - mmaction - INFO - Epoch [5][1160/2689] lr: 6.000e-02, eta: 1 day, 6:03:49, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.7063, loss_cls: 2.4647, loss: 2.4647, grad_norm: 2.2925 2021-06-07 06:29:03,006 - mmaction - INFO - Epoch [5][1180/2689] lr: 6.000e-02, eta: 1 day, 6:02:57, time: 2.215, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.4931, loss: 2.4931, grad_norm: 2.2847 2021-06-07 06:29:47,934 - mmaction - INFO - Epoch [5][1200/2689] lr: 6.000e-02, eta: 1 day, 6:02:08, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6766, loss_cls: 2.5391, loss: 2.5391, grad_norm: 2.3442 2021-06-07 06:30:30,870 - mmaction - INFO - Epoch [5][1220/2689] lr: 6.000e-02, eta: 1 day, 6:01:10, time: 2.146, data_time: 0.001, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.3878 2021-06-07 06:31:15,088 - mmaction - INFO - Epoch [5][1240/2689] lr: 6.000e-02, eta: 1 day, 6:00:18, time: 2.211, data_time: 0.001, memory: 9293, top1_acc: 0.4016, top5_acc: 0.6687, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.3042 2021-06-07 06:31:57,796 - mmaction - INFO - Epoch [5][1260/2689] lr: 6.000e-02, eta: 1 day, 5:59:20, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6578, loss_cls: 2.6213, loss: 2.6213, grad_norm: 2.1797 2021-06-07 06:32:40,812 - mmaction - INFO - Epoch [5][1280/2689] lr: 6.000e-02, eta: 1 day, 5:58:24, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.3438, top5_acc: 0.6750, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.3033 2021-06-07 06:33:23,660 - mmaction - INFO - Epoch [5][1300/2689] lr: 6.000e-02, eta: 1 day, 5:57:26, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.4121 2021-06-07 06:34:05,725 - mmaction - INFO - Epoch [5][1320/2689] lr: 6.000e-02, eta: 1 day, 5:56:26, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6672, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.4759 2021-06-07 06:34:45,784 - mmaction - INFO - Epoch [5][1340/2689] lr: 6.000e-02, eta: 1 day, 5:55:18, time: 2.003, data_time: 0.001, memory: 9293, top1_acc: 0.3547, top5_acc: 0.6547, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.2098 2021-06-07 06:35:25,697 - mmaction - INFO - Epoch [5][1360/2689] lr: 6.000e-02, eta: 1 day, 5:54:09, time: 1.996, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6516, loss_cls: 2.6171, loss: 2.6171, grad_norm: 2.1601 2021-06-07 06:36:03,583 - mmaction - INFO - Epoch [5][1380/2689] lr: 6.000e-02, eta: 1 day, 5:52:53, time: 1.894, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6703, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.3656 2021-06-07 06:36:45,023 - mmaction - INFO - Epoch [5][1400/2689] lr: 6.000e-02, eta: 1 day, 5:51:51, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6562, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.4803 2021-06-07 06:37:23,906 - mmaction - INFO - Epoch [5][1420/2689] lr: 6.000e-02, eta: 1 day, 5:50:38, time: 1.944, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.7078, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.2295 2021-06-07 06:38:04,196 - mmaction - INFO - Epoch [5][1440/2689] lr: 6.000e-02, eta: 1 day, 5:49:32, time: 2.015, data_time: 0.001, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6703, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.4353 2021-06-07 06:38:44,702 - mmaction - INFO - Epoch [5][1460/2689] lr: 6.000e-02, eta: 1 day, 5:48:26, time: 2.025, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6516, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.2383 2021-06-07 06:39:26,926 - mmaction - INFO - Epoch [5][1480/2689] lr: 6.000e-02, eta: 1 day, 5:47:27, time: 2.111, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6719, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.3231 2021-06-07 06:40:08,682 - mmaction - INFO - Epoch [5][1500/2689] lr: 6.000e-02, eta: 1 day, 5:46:26, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.4141, top5_acc: 0.6875, loss_cls: 2.4449, loss: 2.4449, grad_norm: 2.2746 2021-06-07 06:40:50,283 - mmaction - INFO - Epoch [5][1520/2689] lr: 6.000e-02, eta: 1 day, 5:45:25, time: 2.080, data_time: 0.001, memory: 9293, top1_acc: 0.3516, top5_acc: 0.6578, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.4077 2021-06-07 06:41:31,115 - mmaction - INFO - Epoch [5][1540/2689] lr: 6.000e-02, eta: 1 day, 5:44:20, time: 2.041, data_time: 0.001, memory: 9293, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.3434 2021-06-07 06:42:14,107 - mmaction - INFO - Epoch [5][1560/2689] lr: 6.000e-02, eta: 1 day, 5:43:24, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6734, loss_cls: 2.5827, loss: 2.5827, grad_norm: 2.1755 2021-06-07 06:42:56,640 - mmaction - INFO - Epoch [5][1580/2689] lr: 6.000e-02, eta: 1 day, 5:42:27, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6453, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.2115 2021-06-07 06:43:38,838 - mmaction - INFO - Epoch [5][1600/2689] lr: 6.000e-02, eta: 1 day, 5:41:28, time: 2.110, data_time: 0.002, memory: 9293, top1_acc: 0.3656, top5_acc: 0.6719, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.2186 2021-06-07 06:44:19,976 - mmaction - INFO - Epoch [5][1620/2689] lr: 6.000e-02, eta: 1 day, 5:40:25, time: 2.056, data_time: 0.001, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7063, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.2629 2021-06-07 06:45:01,953 - mmaction - INFO - Epoch [5][1640/2689] lr: 6.000e-02, eta: 1 day, 5:39:25, time: 2.099, data_time: 0.002, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7047, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.3124 2021-06-07 06:45:43,737 - mmaction - INFO - Epoch [5][1660/2689] lr: 6.000e-02, eta: 1 day, 5:38:25, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6766, loss_cls: 2.5642, loss: 2.5642, grad_norm: 2.2802 2021-06-07 06:46:26,056 - mmaction - INFO - Epoch [5][1680/2689] lr: 6.000e-02, eta: 1 day, 5:37:27, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.3563, top5_acc: 0.6359, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.2851 2021-06-07 06:47:08,123 - mmaction - INFO - Epoch [5][1700/2689] lr: 6.000e-02, eta: 1 day, 5:36:28, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6719, loss_cls: 2.4915, loss: 2.4915, grad_norm: 2.2208 2021-06-07 06:47:50,995 - mmaction - INFO - Epoch [5][1720/2689] lr: 6.000e-02, eta: 1 day, 5:35:32, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.2379 2021-06-07 06:48:34,147 - mmaction - INFO - Epoch [5][1740/2689] lr: 6.000e-02, eta: 1 day, 5:34:37, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6953, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.3350 2021-06-07 06:49:17,408 - mmaction - INFO - Epoch [5][1760/2689] lr: 6.000e-02, eta: 1 day, 5:33:42, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6438, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.3167 2021-06-07 06:50:01,626 - mmaction - INFO - Epoch [5][1780/2689] lr: 6.000e-02, eta: 1 day, 5:32:51, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6969, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.4350 2021-06-07 06:50:47,233 - mmaction - INFO - Epoch [5][1800/2689] lr: 6.000e-02, eta: 1 day, 5:32:06, time: 2.281, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6422, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.2166 2021-06-07 06:51:31,746 - mmaction - INFO - Epoch [5][1820/2689] lr: 6.000e-02, eta: 1 day, 5:31:16, time: 2.226, data_time: 0.001, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6734, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.1064 2021-06-07 06:52:16,594 - mmaction - INFO - Epoch [5][1840/2689] lr: 6.000e-02, eta: 1 day, 5:30:27, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6750, loss_cls: 2.5092, loss: 2.5092, grad_norm: 2.1832 2021-06-07 06:53:01,620 - mmaction - INFO - Epoch [5][1860/2689] lr: 6.000e-02, eta: 1 day, 5:29:40, time: 2.251, data_time: 0.001, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6672, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.2391 2021-06-07 06:53:42,422 - mmaction - INFO - Epoch [5][1880/2689] lr: 6.000e-02, eta: 1 day, 5:28:36, time: 2.040, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.6797, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.2324 2021-06-07 06:54:23,026 - mmaction - INFO - Epoch [5][1900/2689] lr: 6.000e-02, eta: 1 day, 5:27:32, time: 2.030, data_time: 0.001, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6734, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.2402 2021-06-07 06:55:05,764 - mmaction - INFO - Epoch [5][1920/2689] lr: 6.000e-02, eta: 1 day, 5:26:36, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6875, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.2888 2021-06-07 06:55:48,559 - mmaction - INFO - Epoch [5][1940/2689] lr: 6.000e-02, eta: 1 day, 5:25:40, time: 2.139, data_time: 0.002, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6891, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.2864 2021-06-07 06:56:30,605 - mmaction - INFO - Epoch [5][1960/2689] lr: 6.000e-02, eta: 1 day, 5:24:41, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6828, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.1519 2021-06-07 06:57:13,155 - mmaction - INFO - Epoch [5][1980/2689] lr: 6.000e-02, eta: 1 day, 5:23:45, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6813, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.4043 2021-06-07 06:57:57,282 - mmaction - INFO - Epoch [5][2000/2689] lr: 6.000e-02, eta: 1 day, 5:22:54, time: 2.206, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6984, loss_cls: 2.4626, loss: 2.4626, grad_norm: 2.3241 2021-06-07 06:58:43,095 - mmaction - INFO - Epoch [5][2020/2689] lr: 6.000e-02, eta: 1 day, 5:22:09, time: 2.291, data_time: 0.001, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6937, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.3247 2021-06-07 06:59:27,484 - mmaction - INFO - Epoch [5][2040/2689] lr: 6.000e-02, eta: 1 day, 5:21:19, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6828, loss_cls: 2.5087, loss: 2.5087, grad_norm: 2.2531 2021-06-07 07:00:12,367 - mmaction - INFO - Epoch [5][2060/2689] lr: 6.000e-02, eta: 1 day, 5:20:31, time: 2.245, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6766, loss_cls: 2.5984, loss: 2.5984, grad_norm: 2.2967 2021-06-07 07:00:58,490 - mmaction - INFO - Epoch [5][2080/2689] lr: 6.000e-02, eta: 1 day, 5:19:47, time: 2.306, data_time: 0.001, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6781, loss_cls: 2.4541, loss: 2.4541, grad_norm: 2.1266 2021-06-07 07:01:43,753 - mmaction - INFO - Epoch [5][2100/2689] lr: 6.000e-02, eta: 1 day, 5:19:01, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6734, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.2627 2021-06-07 07:02:29,480 - mmaction - INFO - Epoch [5][2120/2689] lr: 6.000e-02, eta: 1 day, 5:18:15, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6813, loss_cls: 2.4626, loss: 2.4626, grad_norm: 2.2128 2021-06-07 07:03:14,348 - mmaction - INFO - Epoch [5][2140/2689] lr: 6.000e-02, eta: 1 day, 5:17:27, time: 2.244, data_time: 0.001, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.1513 2021-06-07 07:03:57,953 - mmaction - INFO - Epoch [5][2160/2689] lr: 6.000e-02, eta: 1 day, 5:16:35, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6687, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.2497 2021-06-07 07:04:37,497 - mmaction - INFO - Epoch [5][2180/2689] lr: 6.000e-02, eta: 1 day, 5:15:27, time: 1.977, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7125, loss_cls: 2.3237, loss: 2.3237, grad_norm: 2.2638 2021-06-07 07:05:23,028 - mmaction - INFO - Epoch [5][2200/2689] lr: 6.000e-02, eta: 1 day, 5:14:42, time: 2.276, data_time: 0.001, memory: 9293, top1_acc: 0.3578, top5_acc: 0.6484, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.3110 2021-06-07 07:06:09,689 - mmaction - INFO - Epoch [5][2220/2689] lr: 6.000e-02, eta: 1 day, 5:14:00, time: 2.333, data_time: 0.002, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6687, loss_cls: 2.4966, loss: 2.4966, grad_norm: 2.1871 2021-06-07 07:06:54,500 - mmaction - INFO - Epoch [5][2240/2689] lr: 6.000e-02, eta: 1 day, 5:13:12, time: 2.241, data_time: 0.001, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6906, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.2102 2021-06-07 07:07:40,252 - mmaction - INFO - Epoch [5][2260/2689] lr: 6.000e-02, eta: 1 day, 5:12:27, time: 2.288, data_time: 0.001, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6734, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.2922 2021-06-07 07:08:25,246 - mmaction - INFO - Epoch [5][2280/2689] lr: 6.000e-02, eta: 1 day, 5:11:39, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6891, loss_cls: 2.4893, loss: 2.4893, grad_norm: 2.2500 2021-06-07 07:09:11,533 - mmaction - INFO - Epoch [5][2300/2689] lr: 6.000e-02, eta: 1 day, 5:10:56, time: 2.315, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6984, loss_cls: 2.3712, loss: 2.3712, grad_norm: 2.3285 2021-06-07 07:09:53,893 - mmaction - INFO - Epoch [5][2320/2689] lr: 6.000e-02, eta: 1 day, 5:09:59, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.5321, loss: 2.5321, grad_norm: 2.3056 2021-06-07 07:10:37,602 - mmaction - INFO - Epoch [5][2340/2689] lr: 6.000e-02, eta: 1 day, 5:09:07, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6687, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.2923 2021-06-07 07:11:21,864 - mmaction - INFO - Epoch [5][2360/2689] lr: 6.000e-02, eta: 1 day, 5:08:17, time: 2.214, data_time: 0.002, memory: 9293, top1_acc: 0.3641, top5_acc: 0.6766, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.1624 2021-06-07 07:12:04,403 - mmaction - INFO - Epoch [5][2380/2689] lr: 6.000e-02, eta: 1 day, 5:07:21, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7141, loss_cls: 2.3100, loss: 2.3100, grad_norm: 2.1840 2021-06-07 07:12:46,729 - mmaction - INFO - Epoch [5][2400/2689] lr: 6.000e-02, eta: 1 day, 5:06:24, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6781, loss_cls: 2.4581, loss: 2.4581, grad_norm: 2.2131 2021-06-07 07:13:30,543 - mmaction - INFO - Epoch [5][2420/2689] lr: 6.000e-02, eta: 1 day, 5:05:32, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6516, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.2824 2021-06-07 07:14:12,184 - mmaction - INFO - Epoch [5][2440/2689] lr: 6.000e-02, eta: 1 day, 5:04:33, time: 2.082, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6969, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.3563 2021-06-07 07:14:54,822 - mmaction - INFO - Epoch [5][2460/2689] lr: 6.000e-02, eta: 1 day, 5:03:37, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6672, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.3409 2021-06-07 07:15:37,214 - mmaction - INFO - Epoch [5][2480/2689] lr: 6.000e-02, eta: 1 day, 5:02:41, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6687, loss_cls: 2.5606, loss: 2.5606, grad_norm: 2.2792 2021-06-07 07:16:19,852 - mmaction - INFO - Epoch [5][2500/2689] lr: 6.000e-02, eta: 1 day, 5:01:45, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.4188, top5_acc: 0.6922, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.2269 2021-06-07 07:17:02,723 - mmaction - INFO - Epoch [5][2520/2689] lr: 6.000e-02, eta: 1 day, 5:00:51, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6453, loss_cls: 2.5833, loss: 2.5833, grad_norm: 2.2262 2021-06-07 07:17:44,162 - mmaction - INFO - Epoch [5][2540/2689] lr: 6.000e-02, eta: 1 day, 4:59:51, time: 2.073, data_time: 0.002, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6969, loss_cls: 2.4026, loss: 2.4026, grad_norm: 2.2264 2021-06-07 07:18:26,416 - mmaction - INFO - Epoch [5][2560/2689] lr: 6.000e-02, eta: 1 day, 4:58:54, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6859, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.3043 2021-06-07 07:19:10,112 - mmaction - INFO - Epoch [5][2580/2689] lr: 6.000e-02, eta: 1 day, 4:58:02, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.6937, loss_cls: 2.3940, loss: 2.3940, grad_norm: 2.3274 2021-06-07 07:19:52,713 - mmaction - INFO - Epoch [5][2600/2689] lr: 6.000e-02, eta: 1 day, 4:57:07, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6828, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.2902 2021-06-07 07:20:34,332 - mmaction - INFO - Epoch [5][2620/2689] lr: 6.000e-02, eta: 1 day, 4:56:08, time: 2.082, data_time: 0.002, memory: 9293, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.1973 2021-06-07 07:21:13,133 - mmaction - INFO - Epoch [5][2640/2689] lr: 6.000e-02, eta: 1 day, 4:55:00, time: 1.940, data_time: 0.001, memory: 9293, top1_acc: 0.3688, top5_acc: 0.6750, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.2549 2021-06-07 07:21:58,254 - mmaction - INFO - Epoch [5][2660/2689] lr: 6.000e-02, eta: 1 day, 4:54:13, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.6906, loss_cls: 2.3592, loss: 2.3592, grad_norm: 2.1884 2021-06-07 07:22:43,717 - mmaction - INFO - Epoch [5][2680/2689] lr: 6.000e-02, eta: 1 day, 4:53:27, time: 2.273, data_time: 0.001, memory: 9293, top1_acc: 0.3531, top5_acc: 0.6547, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.2541 2021-06-07 07:23:08,470 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-06-07 07:31:12,670 - mmaction - INFO - Epoch [6][20/2689] lr: 6.000e-02, eta: 1 day, 5:15:56, time: 24.138, data_time: 22.810, memory: 9293, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.5617, loss: 2.5617, grad_norm: 2.2381 2021-06-07 07:31:38,300 - mmaction - INFO - Epoch [6][40/2689] lr: 6.000e-02, eta: 1 day, 5:14:00, time: 1.283, data_time: 0.003, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6844, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.2304 2021-06-07 07:32:05,217 - mmaction - INFO - Epoch [6][60/2689] lr: 6.000e-02, eta: 1 day, 5:12:09, time: 1.345, data_time: 0.001, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7188, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.1679 2021-06-07 07:32:35,669 - mmaction - INFO - Epoch [6][80/2689] lr: 6.000e-02, eta: 1 day, 5:10:31, time: 1.523, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.3388 2021-06-07 07:33:13,162 - mmaction - INFO - Epoch [6][100/2689] lr: 6.000e-02, eta: 1 day, 5:09:16, time: 1.875, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7047, loss_cls: 2.4026, loss: 2.4026, grad_norm: 2.2653 2021-06-07 07:33:51,907 - mmaction - INFO - Epoch [6][120/2689] lr: 6.000e-02, eta: 1 day, 5:08:05, time: 1.937, data_time: 0.001, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6891, loss_cls: 2.4997, loss: 2.4997, grad_norm: 2.2164 2021-06-07 07:34:33,185 - mmaction - INFO - Epoch [6][140/2689] lr: 6.000e-02, eta: 1 day, 5:07:03, time: 2.064, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6719, loss_cls: 2.4657, loss: 2.4657, grad_norm: 2.4218 2021-06-07 07:35:16,394 - mmaction - INFO - Epoch [6][160/2689] lr: 6.000e-02, eta: 1 day, 5:06:08, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6859, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.2244 2021-06-07 07:36:00,564 - mmaction - INFO - Epoch [6][180/2689] lr: 6.000e-02, eta: 1 day, 5:05:16, time: 2.210, data_time: 0.003, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6813, loss_cls: 2.4076, loss: 2.4076, grad_norm: 2.2102 2021-06-07 07:36:44,681 - mmaction - INFO - Epoch [6][200/2689] lr: 6.000e-02, eta: 1 day, 5:04:24, time: 2.206, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6953, loss_cls: 2.3983, loss: 2.3983, grad_norm: 2.3449 2021-06-07 07:37:29,133 - mmaction - INFO - Epoch [6][220/2689] lr: 6.000e-02, eta: 1 day, 5:03:33, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.3984, top5_acc: 0.7000, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.2846 2021-06-07 07:38:12,940 - mmaction - INFO - Epoch [6][240/2689] lr: 6.000e-02, eta: 1 day, 5:02:39, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.2771 2021-06-07 07:38:55,910 - mmaction - INFO - Epoch [6][260/2689] lr: 6.000e-02, eta: 1 day, 5:01:43, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6750, loss_cls: 2.4855, loss: 2.4855, grad_norm: 2.2053 2021-06-07 07:39:37,529 - mmaction - INFO - Epoch [6][280/2689] lr: 6.000e-02, eta: 1 day, 5:00:43, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.4016, top5_acc: 0.6766, loss_cls: 2.4860, loss: 2.4860, grad_norm: 2.2693 2021-06-07 07:40:20,062 - mmaction - INFO - Epoch [6][300/2689] lr: 6.000e-02, eta: 1 day, 4:59:46, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6984, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.3232 2021-06-07 07:41:02,342 - mmaction - INFO - Epoch [6][320/2689] lr: 6.000e-02, eta: 1 day, 4:58:47, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6984, loss_cls: 2.3692, loss: 2.3692, grad_norm: 2.2804 2021-06-07 07:41:44,385 - mmaction - INFO - Epoch [6][340/2689] lr: 6.000e-02, eta: 1 day, 4:57:49, time: 2.102, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7125, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.1795 2021-06-07 07:42:27,056 - mmaction - INFO - Epoch [6][360/2689] lr: 6.000e-02, eta: 1 day, 4:56:52, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7156, loss_cls: 2.3550, loss: 2.3550, grad_norm: 2.2880 2021-06-07 07:43:09,518 - mmaction - INFO - Epoch [6][380/2689] lr: 6.000e-02, eta: 1 day, 4:55:54, time: 2.123, data_time: 0.002, memory: 9293, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.3122 2021-06-07 07:43:51,467 - mmaction - INFO - Epoch [6][400/2689] lr: 6.000e-02, eta: 1 day, 4:54:55, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.3734, top5_acc: 0.6859, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.3433 2021-06-07 07:44:34,026 - mmaction - INFO - Epoch [6][420/2689] lr: 6.000e-02, eta: 1 day, 4:53:58, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7141, loss_cls: 2.3021, loss: 2.3021, grad_norm: 2.2234 2021-06-07 07:45:14,613 - mmaction - INFO - Epoch [6][440/2689] lr: 6.000e-02, eta: 1 day, 4:52:55, time: 2.029, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6906, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.2891 2021-06-07 07:45:56,158 - mmaction - INFO - Epoch [6][460/2689] lr: 6.000e-02, eta: 1 day, 4:51:55, time: 2.077, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6859, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.2726 2021-06-07 07:46:38,098 - mmaction - INFO - Epoch [6][480/2689] lr: 6.000e-02, eta: 1 day, 4:50:56, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.3152 2021-06-07 07:47:21,074 - mmaction - INFO - Epoch [6][500/2689] lr: 6.000e-02, eta: 1 day, 4:50:00, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.4016, top5_acc: 0.6859, loss_cls: 2.4279, loss: 2.4279, grad_norm: 2.3193 2021-06-07 07:48:00,477 - mmaction - INFO - Epoch [6][520/2689] lr: 6.000e-02, eta: 1 day, 4:48:53, time: 1.971, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.3865, loss: 2.3865, grad_norm: 2.2422 2021-06-07 07:48:44,980 - mmaction - INFO - Epoch [6][540/2689] lr: 6.000e-02, eta: 1 day, 4:48:03, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.2632 2021-06-07 07:49:26,708 - mmaction - INFO - Epoch [6][560/2689] lr: 6.000e-02, eta: 1 day, 4:47:04, time: 2.087, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.2493 2021-06-07 07:50:09,635 - mmaction - INFO - Epoch [6][580/2689] lr: 6.000e-02, eta: 1 day, 4:46:08, time: 2.146, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.6984, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.3089 2021-06-07 07:50:52,949 - mmaction - INFO - Epoch [6][600/2689] lr: 6.000e-02, eta: 1 day, 4:45:14, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.3984, top5_acc: 0.6813, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.4515 2021-06-07 07:51:36,319 - mmaction - INFO - Epoch [6][620/2689] lr: 6.000e-02, eta: 1 day, 4:44:20, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.7078, loss_cls: 2.4031, loss: 2.4031, grad_norm: 2.2436 2021-06-07 07:52:20,137 - mmaction - INFO - Epoch [6][640/2689] lr: 6.000e-02, eta: 1 day, 4:43:27, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.3750, top5_acc: 0.6859, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.3327 2021-06-07 07:53:03,477 - mmaction - INFO - Epoch [6][660/2689] lr: 6.000e-02, eta: 1 day, 4:42:33, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.3797, top5_acc: 0.7312, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.2864 2021-06-07 07:53:43,796 - mmaction - INFO - Epoch [6][680/2689] lr: 6.000e-02, eta: 1 day, 4:41:30, time: 2.016, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.6953, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.3176 2021-06-07 07:54:26,318 - mmaction - INFO - Epoch [6][700/2689] lr: 6.000e-02, eta: 1 day, 4:40:33, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.4141, top5_acc: 0.6922, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.2410 2021-06-07 07:55:06,171 - mmaction - INFO - Epoch [6][720/2689] lr: 6.000e-02, eta: 1 day, 4:39:28, time: 1.993, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.4094 2021-06-07 07:55:48,057 - mmaction - INFO - Epoch [6][740/2689] lr: 6.000e-02, eta: 1 day, 4:38:30, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.3812, top5_acc: 0.6953, loss_cls: 2.4702, loss: 2.4702, grad_norm: 2.2718 2021-06-07 07:56:30,503 - mmaction - INFO - Epoch [6][760/2689] lr: 6.000e-02, eta: 1 day, 4:37:33, time: 2.123, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7125, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.3127 2021-06-07 07:57:13,707 - mmaction - INFO - Epoch [6][780/2689] lr: 6.000e-02, eta: 1 day, 4:36:39, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7188, loss_cls: 2.3439, loss: 2.3439, grad_norm: 2.3688 2021-06-07 07:57:55,384 - mmaction - INFO - Epoch [6][800/2689] lr: 6.000e-02, eta: 1 day, 4:35:40, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.3625, top5_acc: 0.6766, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.4713 2021-06-07 07:58:38,254 - mmaction - INFO - Epoch [6][820/2689] lr: 6.000e-02, eta: 1 day, 4:34:45, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.2507 2021-06-07 07:59:21,378 - mmaction - INFO - Epoch [6][840/2689] lr: 6.000e-02, eta: 1 day, 4:33:50, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6750, loss_cls: 2.5321, loss: 2.5321, grad_norm: 2.1445 2021-06-07 08:00:04,065 - mmaction - INFO - Epoch [6][860/2689] lr: 6.000e-02, eta: 1 day, 4:32:55, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.4000, top5_acc: 0.7063, loss_cls: 2.4223, loss: 2.4223, grad_norm: 2.1560 2021-06-07 08:00:46,563 - mmaction - INFO - Epoch [6][880/2689] lr: 6.000e-02, eta: 1 day, 4:31:59, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.3421 2021-06-07 08:01:30,100 - mmaction - INFO - Epoch [6][900/2689] lr: 6.000e-02, eta: 1 day, 4:31:06, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7047, loss_cls: 2.3008, loss: 2.3008, grad_norm: 2.1097 2021-06-07 08:02:14,894 - mmaction - INFO - Epoch [6][920/2689] lr: 6.000e-02, eta: 1 day, 4:30:17, time: 2.240, data_time: 0.001, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6937, loss_cls: 2.4170, loss: 2.4170, grad_norm: 2.2572 2021-06-07 08:02:58,147 - mmaction - INFO - Epoch [6][940/2689] lr: 6.000e-02, eta: 1 day, 4:29:23, time: 2.162, data_time: 0.001, memory: 9293, top1_acc: 0.4016, top5_acc: 0.7047, loss_cls: 2.3914, loss: 2.3914, grad_norm: 2.2689 2021-06-07 08:03:41,989 - mmaction - INFO - Epoch [6][960/2689] lr: 6.000e-02, eta: 1 day, 4:28:31, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.6953, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.3031 2021-06-07 08:04:27,156 - mmaction - INFO - Epoch [6][980/2689] lr: 6.000e-02, eta: 1 day, 4:27:43, time: 2.259, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7172, loss_cls: 2.2785, loss: 2.2785, grad_norm: 2.1800 2021-06-07 08:05:11,518 - mmaction - INFO - Epoch [6][1000/2689] lr: 6.000e-02, eta: 1 day, 4:26:53, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6859, loss_cls: 2.3897, loss: 2.3897, grad_norm: 2.3313 2021-06-07 08:05:57,643 - mmaction - INFO - Epoch [6][1020/2689] lr: 6.000e-02, eta: 1 day, 4:26:08, time: 2.307, data_time: 0.002, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7000, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.3784 2021-06-07 08:06:38,910 - mmaction - INFO - Epoch [6][1040/2689] lr: 6.000e-02, eta: 1 day, 4:25:08, time: 2.063, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4138, loss: 2.4138, grad_norm: 2.1934 2021-06-07 08:07:25,036 - mmaction - INFO - Epoch [6][1060/2689] lr: 6.000e-02, eta: 1 day, 4:24:23, time: 2.306, data_time: 0.001, memory: 9293, top1_acc: 0.3859, top5_acc: 0.6813, loss_cls: 2.4363, loss: 2.4363, grad_norm: 2.3838 2021-06-07 08:08:08,245 - mmaction - INFO - Epoch [6][1080/2689] lr: 6.000e-02, eta: 1 day, 4:23:29, time: 2.161, data_time: 0.002, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.4753, loss: 2.4753, grad_norm: 2.2855 2021-06-07 08:08:51,587 - mmaction - INFO - Epoch [6][1100/2689] lr: 6.000e-02, eta: 1 day, 4:22:36, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.6953, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.1631 2021-06-07 08:09:34,232 - mmaction - INFO - Epoch [6][1120/2689] lr: 6.000e-02, eta: 1 day, 4:21:41, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6734, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.3502 2021-06-07 08:10:16,880 - mmaction - INFO - Epoch [6][1140/2689] lr: 6.000e-02, eta: 1 day, 4:20:45, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7344, loss_cls: 2.2526, loss: 2.2526, grad_norm: 2.1602 2021-06-07 08:11:01,561 - mmaction - INFO - Epoch [6][1160/2689] lr: 6.000e-02, eta: 1 day, 4:19:56, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6984, loss_cls: 2.4147, loss: 2.4147, grad_norm: 2.2872 2021-06-07 08:11:44,263 - mmaction - INFO - Epoch [6][1180/2689] lr: 6.000e-02, eta: 1 day, 4:19:01, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.3974, loss: 2.3974, grad_norm: 2.1801 2021-06-07 08:12:26,391 - mmaction - INFO - Epoch [6][1200/2689] lr: 6.000e-02, eta: 1 day, 4:18:04, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.7094, loss_cls: 2.4238, loss: 2.4238, grad_norm: 2.2662 2021-06-07 08:13:08,539 - mmaction - INFO - Epoch [6][1220/2689] lr: 6.000e-02, eta: 1 day, 4:17:07, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6734, loss_cls: 2.3946, loss: 2.3946, grad_norm: 2.2512 2021-06-07 08:13:52,016 - mmaction - INFO - Epoch [6][1240/2689] lr: 6.000e-02, eta: 1 day, 4:16:14, time: 2.174, data_time: 0.001, memory: 9293, top1_acc: 0.3703, top5_acc: 0.6703, loss_cls: 2.5119, loss: 2.5119, grad_norm: 2.2318 2021-06-07 08:14:36,068 - mmaction - INFO - Epoch [6][1260/2689] lr: 6.000e-02, eta: 1 day, 4:15:24, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6859, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.1994 2021-06-07 08:15:20,662 - mmaction - INFO - Epoch [6][1280/2689] lr: 6.000e-02, eta: 1 day, 4:14:34, time: 2.229, data_time: 0.001, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7156, loss_cls: 2.3261, loss: 2.3261, grad_norm: 2.1968 2021-06-07 08:16:04,778 - mmaction - INFO - Epoch [6][1300/2689] lr: 6.000e-02, eta: 1 day, 4:13:43, time: 2.206, data_time: 0.002, memory: 9293, top1_acc: 0.3672, top5_acc: 0.6562, loss_cls: 2.5993, loss: 2.5993, grad_norm: 2.3029 2021-06-07 08:16:47,882 - mmaction - INFO - Epoch [6][1320/2689] lr: 6.000e-02, eta: 1 day, 4:12:50, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.4825, loss: 2.4825, grad_norm: 2.1350 2021-06-07 08:17:30,910 - mmaction - INFO - Epoch [6][1340/2689] lr: 6.000e-02, eta: 1 day, 4:11:56, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7219, loss_cls: 2.3327, loss: 2.3327, grad_norm: 2.1903 2021-06-07 08:18:14,318 - mmaction - INFO - Epoch [6][1360/2689] lr: 6.000e-02, eta: 1 day, 4:11:03, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6500, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.2916 2021-06-07 08:18:56,506 - mmaction - INFO - Epoch [6][1380/2689] lr: 6.000e-02, eta: 1 day, 4:10:07, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7203, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.1920 2021-06-07 08:19:39,124 - mmaction - INFO - Epoch [6][1400/2689] lr: 6.000e-02, eta: 1 day, 4:09:11, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.6859, loss_cls: 2.4735, loss: 2.4735, grad_norm: 2.2713 2021-06-07 08:20:22,446 - mmaction - INFO - Epoch [6][1420/2689] lr: 6.000e-02, eta: 1 day, 4:08:19, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6859, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.3473 2021-06-07 08:21:03,482 - mmaction - INFO - Epoch [6][1440/2689] lr: 6.000e-02, eta: 1 day, 4:07:19, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.5107, loss: 2.5107, grad_norm: 2.1631 2021-06-07 08:21:46,020 - mmaction - INFO - Epoch [6][1460/2689] lr: 6.000e-02, eta: 1 day, 4:06:24, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.3812, top5_acc: 0.7063, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.1924 2021-06-07 08:22:25,633 - mmaction - INFO - Epoch [6][1480/2689] lr: 6.000e-02, eta: 1 day, 4:05:20, time: 1.980, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7188, loss_cls: 2.3097, loss: 2.3097, grad_norm: 2.1874 2021-06-07 08:23:05,943 - mmaction - INFO - Epoch [6][1500/2689] lr: 6.000e-02, eta: 1 day, 4:04:18, time: 2.015, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7172, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.2205 2021-06-07 08:23:47,090 - mmaction - INFO - Epoch [6][1520/2689] lr: 6.000e-02, eta: 1 day, 4:03:19, time: 2.057, data_time: 0.001, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6891, loss_cls: 2.4220, loss: 2.4220, grad_norm: 2.2455 2021-06-07 08:24:30,299 - mmaction - INFO - Epoch [6][1540/2689] lr: 6.000e-02, eta: 1 day, 4:02:26, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6906, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.2513 2021-06-07 08:25:12,460 - mmaction - INFO - Epoch [6][1560/2689] lr: 6.000e-02, eta: 1 day, 4:01:30, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6937, loss_cls: 2.5309, loss: 2.5309, grad_norm: 2.1944 2021-06-07 08:25:54,957 - mmaction - INFO - Epoch [6][1580/2689] lr: 6.000e-02, eta: 1 day, 4:00:34, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.4845, loss: 2.4845, grad_norm: 2.3232 2021-06-07 08:26:38,876 - mmaction - INFO - Epoch [6][1600/2689] lr: 6.000e-02, eta: 1 day, 3:59:44, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.2788 2021-06-07 08:27:22,085 - mmaction - INFO - Epoch [6][1620/2689] lr: 6.000e-02, eta: 1 day, 3:58:51, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7172, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.1563 2021-06-07 08:28:04,347 - mmaction - INFO - Epoch [6][1640/2689] lr: 6.000e-02, eta: 1 day, 3:57:55, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7109, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.1369 2021-06-07 08:28:48,603 - mmaction - INFO - Epoch [6][1660/2689] lr: 6.000e-02, eta: 1 day, 3:57:05, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.3213, loss: 2.3213, grad_norm: 2.2226 2021-06-07 08:29:32,302 - mmaction - INFO - Epoch [6][1680/2689] lr: 6.000e-02, eta: 1 day, 3:56:14, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.3484, top5_acc: 0.6734, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.3170 2021-06-07 08:30:16,761 - mmaction - INFO - Epoch [6][1700/2689] lr: 6.000e-02, eta: 1 day, 3:55:24, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.1947 2021-06-07 08:30:59,556 - mmaction - INFO - Epoch [6][1720/2689] lr: 6.000e-02, eta: 1 day, 3:54:30, time: 2.140, data_time: 0.002, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7391, loss_cls: 2.2480, loss: 2.2480, grad_norm: 2.1670 2021-06-07 08:31:42,368 - mmaction - INFO - Epoch [6][1740/2689] lr: 6.000e-02, eta: 1 day, 3:53:36, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7156, loss_cls: 2.2805, loss: 2.2805, grad_norm: 2.3182 2021-06-07 08:32:26,752 - mmaction - INFO - Epoch [6][1760/2689] lr: 6.000e-02, eta: 1 day, 3:52:47, time: 2.220, data_time: 0.001, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7016, loss_cls: 2.3969, loss: 2.3969, grad_norm: 2.2533 2021-06-07 08:33:11,185 - mmaction - INFO - Epoch [6][1780/2689] lr: 6.000e-02, eta: 1 day, 3:51:58, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7078, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.3040 2021-06-07 08:33:53,382 - mmaction - INFO - Epoch [6][1800/2689] lr: 6.000e-02, eta: 1 day, 3:51:02, time: 2.110, data_time: 0.002, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.2286 2021-06-07 08:34:39,229 - mmaction - INFO - Epoch [6][1820/2689] lr: 6.000e-02, eta: 1 day, 3:50:17, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6891, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.2117 2021-06-07 08:35:25,021 - mmaction - INFO - Epoch [6][1840/2689] lr: 6.000e-02, eta: 1 day, 3:49:32, time: 2.290, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.7047, loss_cls: 2.3430, loss: 2.3430, grad_norm: 2.2415 2021-06-07 08:36:07,451 - mmaction - INFO - Epoch [6][1860/2689] lr: 6.000e-02, eta: 1 day, 3:48:37, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6828, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.2472 2021-06-07 08:36:48,046 - mmaction - INFO - Epoch [6][1880/2689] lr: 6.000e-02, eta: 1 day, 3:47:36, time: 2.030, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7016, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.2406 2021-06-07 08:37:30,435 - mmaction - INFO - Epoch [6][1900/2689] lr: 6.000e-02, eta: 1 day, 3:46:42, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7094, loss_cls: 2.3083, loss: 2.3083, grad_norm: 2.3353 2021-06-07 08:38:13,446 - mmaction - INFO - Epoch [6][1920/2689] lr: 6.000e-02, eta: 1 day, 3:45:48, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6781, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.2726 2021-06-07 08:38:55,463 - mmaction - INFO - Epoch [6][1940/2689] lr: 6.000e-02, eta: 1 day, 3:44:52, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.7031, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.3296 2021-06-07 08:39:35,602 - mmaction - INFO - Epoch [6][1960/2689] lr: 6.000e-02, eta: 1 day, 3:43:51, time: 2.007, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.6984, loss_cls: 2.3555, loss: 2.3555, grad_norm: 2.2722 2021-06-07 08:40:18,580 - mmaction - INFO - Epoch [6][1980/2689] lr: 6.000e-02, eta: 1 day, 3:42:58, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.7000, loss_cls: 2.3812, loss: 2.3812, grad_norm: 2.1929 2021-06-07 08:41:02,217 - mmaction - INFO - Epoch [6][2000/2689] lr: 6.000e-02, eta: 1 day, 3:42:07, time: 2.181, data_time: 0.001, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.1274 2021-06-07 08:41:43,010 - mmaction - INFO - Epoch [6][2020/2689] lr: 6.000e-02, eta: 1 day, 3:41:07, time: 2.039, data_time: 0.001, memory: 9293, top1_acc: 0.3844, top5_acc: 0.6937, loss_cls: 2.4711, loss: 2.4711, grad_norm: 2.2845 2021-06-07 08:42:26,572 - mmaction - INFO - Epoch [6][2040/2689] lr: 6.000e-02, eta: 1 day, 3:40:16, time: 2.179, data_time: 0.002, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2277, loss: 2.2277, grad_norm: 2.1804 2021-06-07 08:43:10,033 - mmaction - INFO - Epoch [6][2060/2689] lr: 6.000e-02, eta: 1 day, 3:39:24, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7422, loss_cls: 2.2508, loss: 2.2508, grad_norm: 2.1946 2021-06-07 08:43:53,419 - mmaction - INFO - Epoch [6][2080/2689] lr: 6.000e-02, eta: 1 day, 3:38:32, time: 2.169, data_time: 0.002, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7328, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.2149 2021-06-07 08:44:35,230 - mmaction - INFO - Epoch [6][2100/2689] lr: 6.000e-02, eta: 1 day, 3:37:36, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.3499, loss: 2.3499, grad_norm: 2.2766 2021-06-07 08:45:18,509 - mmaction - INFO - Epoch [6][2120/2689] lr: 6.000e-02, eta: 1 day, 3:36:44, time: 2.164, data_time: 0.001, memory: 9293, top1_acc: 0.4000, top5_acc: 0.6844, loss_cls: 2.5331, loss: 2.5331, grad_norm: 2.2447 2021-06-07 08:46:00,224 - mmaction - INFO - Epoch [6][2140/2689] lr: 6.000e-02, eta: 1 day, 3:35:47, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.4109, top5_acc: 0.7203, loss_cls: 2.3232, loss: 2.3232, grad_norm: 2.2009 2021-06-07 08:46:38,211 - mmaction - INFO - Epoch [6][2160/2689] lr: 6.000e-02, eta: 1 day, 3:34:41, time: 1.899, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.6937, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.1391 2021-06-07 08:47:20,544 - mmaction - INFO - Epoch [6][2180/2689] lr: 6.000e-02, eta: 1 day, 3:33:46, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.2432 2021-06-07 08:48:04,213 - mmaction - INFO - Epoch [6][2200/2689] lr: 6.000e-02, eta: 1 day, 3:32:55, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7375, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.2609 2021-06-07 08:48:42,503 - mmaction - INFO - Epoch [6][2220/2689] lr: 6.000e-02, eta: 1 day, 3:31:49, time: 1.915, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.1046 2021-06-07 08:49:23,933 - mmaction - INFO - Epoch [6][2240/2689] lr: 6.000e-02, eta: 1 day, 3:30:52, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.6625, loss_cls: 2.5317, loss: 2.5317, grad_norm: 2.2919 2021-06-07 08:50:06,188 - mmaction - INFO - Epoch [6][2260/2689] lr: 6.000e-02, eta: 1 day, 3:29:57, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.2298 2021-06-07 08:50:47,602 - mmaction - INFO - Epoch [6][2280/2689] lr: 6.000e-02, eta: 1 day, 3:29:00, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.6797, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.2275 2021-06-07 08:51:30,189 - mmaction - INFO - Epoch [6][2300/2689] lr: 6.000e-02, eta: 1 day, 3:28:07, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7016, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.1607 2021-06-07 08:52:11,300 - mmaction - INFO - Epoch [6][2320/2689] lr: 6.000e-02, eta: 1 day, 3:27:09, time: 2.056, data_time: 0.001, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7172, loss_cls: 2.3204, loss: 2.3204, grad_norm: 2.1297 2021-06-07 08:52:54,792 - mmaction - INFO - Epoch [6][2340/2689] lr: 6.000e-02, eta: 1 day, 3:26:18, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7172, loss_cls: 2.2558, loss: 2.2558, grad_norm: 2.3747 2021-06-07 08:53:38,727 - mmaction - INFO - Epoch [6][2360/2689] lr: 6.000e-02, eta: 1 day, 3:25:28, time: 2.197, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6828, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.2269 2021-06-07 08:54:24,031 - mmaction - INFO - Epoch [6][2380/2689] lr: 6.000e-02, eta: 1 day, 3:24:41, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7250, loss_cls: 2.3553, loss: 2.3553, grad_norm: 2.2537 2021-06-07 08:55:07,747 - mmaction - INFO - Epoch [6][2400/2689] lr: 6.000e-02, eta: 1 day, 3:23:51, time: 2.186, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7047, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.1517 2021-06-07 08:55:49,516 - mmaction - INFO - Epoch [6][2420/2689] lr: 6.000e-02, eta: 1 day, 3:22:55, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6937, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.2937 2021-06-07 08:56:33,978 - mmaction - INFO - Epoch [6][2440/2689] lr: 6.000e-02, eta: 1 day, 3:22:07, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.3906, top5_acc: 0.6922, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.2289 2021-06-07 08:57:16,265 - mmaction - INFO - Epoch [6][2460/2689] lr: 6.000e-02, eta: 1 day, 3:21:12, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7172, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.1785 2021-06-07 08:57:59,462 - mmaction - INFO - Epoch [6][2480/2689] lr: 6.000e-02, eta: 1 day, 3:20:20, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7203, loss_cls: 2.2839, loss: 2.2839, grad_norm: 2.2495 2021-06-07 08:58:42,016 - mmaction - INFO - Epoch [6][2500/2689] lr: 6.000e-02, eta: 1 day, 3:19:27, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.3797, top5_acc: 0.6813, loss_cls: 2.4532, loss: 2.4532, grad_norm: 2.2188 2021-06-07 08:59:24,334 - mmaction - INFO - Epoch [6][2520/2689] lr: 6.000e-02, eta: 1 day, 3:18:32, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.3891, top5_acc: 0.6672, loss_cls: 2.5282, loss: 2.5282, grad_norm: 2.1837 2021-06-07 09:00:06,318 - mmaction - INFO - Epoch [6][2540/2689] lr: 6.000e-02, eta: 1 day, 3:17:37, time: 2.099, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7109, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.2165 2021-06-07 09:00:44,824 - mmaction - INFO - Epoch [6][2560/2689] lr: 6.000e-02, eta: 1 day, 3:16:33, time: 1.926, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7141, loss_cls: 2.2340, loss: 2.2340, grad_norm: 2.1604 2021-06-07 09:01:26,235 - mmaction - INFO - Epoch [6][2580/2689] lr: 6.000e-02, eta: 1 day, 3:15:36, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7156, loss_cls: 2.3320, loss: 2.3320, grad_norm: 2.2478 2021-06-07 09:02:10,580 - mmaction - INFO - Epoch [6][2600/2689] lr: 6.000e-02, eta: 1 day, 3:14:48, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.3937, top5_acc: 0.6906, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.2540 2021-06-07 09:02:55,797 - mmaction - INFO - Epoch [6][2620/2689] lr: 6.000e-02, eta: 1 day, 3:14:02, time: 2.260, data_time: 0.001, memory: 9293, top1_acc: 0.4109, top5_acc: 0.6859, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.2600 2021-06-07 09:03:38,438 - mmaction - INFO - Epoch [6][2640/2689] lr: 6.000e-02, eta: 1 day, 3:13:08, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.4016, top5_acc: 0.6734, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.0546 2021-06-07 09:04:22,663 - mmaction - INFO - Epoch [6][2660/2689] lr: 6.000e-02, eta: 1 day, 3:12:19, time: 2.211, data_time: 0.001, memory: 9293, top1_acc: 0.4188, top5_acc: 0.6953, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.1154 2021-06-07 09:05:09,120 - mmaction - INFO - Epoch [6][2680/2689] lr: 6.000e-02, eta: 1 day, 3:11:37, time: 2.323, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6937, loss_cls: 2.4167, loss: 2.4167, grad_norm: 2.3319 2021-06-07 09:05:33,385 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-06-07 09:13:32,716 - mmaction - INFO - Epoch [7][20/2689] lr: 6.000e-02, eta: 1 day, 3:28:47, time: 23.895, data_time: 22.536, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7016, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.1073 2021-06-07 09:13:58,301 - mmaction - INFO - Epoch [7][40/2689] lr: 6.000e-02, eta: 1 day, 3:27:07, time: 1.283, data_time: 0.005, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7453, loss_cls: 2.2213, loss: 2.2213, grad_norm: 2.2239 2021-06-07 09:14:24,825 - mmaction - INFO - Epoch [7][60/2689] lr: 6.000e-02, eta: 1 day, 3:25:29, time: 1.326, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.3416 2021-06-07 09:14:55,334 - mmaction - INFO - Epoch [7][80/2689] lr: 6.000e-02, eta: 1 day, 3:24:03, time: 1.525, data_time: 0.001, memory: 9293, top1_acc: 0.4062, top5_acc: 0.7297, loss_cls: 2.2612, loss: 2.2612, grad_norm: 2.1805 2021-06-07 09:15:31,398 - mmaction - INFO - Epoch [7][100/2689] lr: 6.000e-02, eta: 1 day, 3:22:50, time: 1.803, data_time: 0.001, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7469, loss_cls: 2.1647, loss: 2.1647, grad_norm: 2.3009 2021-06-07 09:16:07,677 - mmaction - INFO - Epoch [7][120/2689] lr: 6.000e-02, eta: 1 day, 3:21:39, time: 1.815, data_time: 0.003, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7266, loss_cls: 2.2326, loss: 2.2326, grad_norm: 2.2544 2021-06-07 09:16:47,690 - mmaction - INFO - Epoch [7][140/2689] lr: 6.000e-02, eta: 1 day, 3:20:38, time: 2.000, data_time: 0.001, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7312, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.2087 2021-06-07 09:17:27,356 - mmaction - INFO - Epoch [7][160/2689] lr: 6.000e-02, eta: 1 day, 3:19:35, time: 1.984, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7281, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.2214 2021-06-07 09:18:08,840 - mmaction - INFO - Epoch [7][180/2689] lr: 6.000e-02, eta: 1 day, 3:18:38, time: 2.074, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7141, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.3445 2021-06-07 09:18:49,149 - mmaction - INFO - Epoch [7][200/2689] lr: 6.000e-02, eta: 1 day, 3:17:37, time: 2.016, data_time: 0.002, memory: 9293, top1_acc: 0.3734, top5_acc: 0.7031, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.2415 2021-06-07 09:19:28,136 - mmaction - INFO - Epoch [7][220/2689] lr: 6.000e-02, eta: 1 day, 3:16:33, time: 1.949, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7188, loss_cls: 2.2603, loss: 2.2603, grad_norm: 2.3422 2021-06-07 09:20:10,449 - mmaction - INFO - Epoch [7][240/2689] lr: 6.000e-02, eta: 1 day, 3:15:38, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7359, loss_cls: 2.1468, loss: 2.1468, grad_norm: 2.2868 2021-06-07 09:20:51,922 - mmaction - INFO - Epoch [7][260/2689] lr: 6.000e-02, eta: 1 day, 3:14:41, time: 2.074, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7047, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.2870 2021-06-07 09:21:33,877 - mmaction - INFO - Epoch [7][280/2689] lr: 6.000e-02, eta: 1 day, 3:13:45, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7047, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.3133 2021-06-07 09:22:14,372 - mmaction - INFO - Epoch [7][300/2689] lr: 6.000e-02, eta: 1 day, 3:12:45, time: 2.025, data_time: 0.001, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7141, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.2717 2021-06-07 09:22:56,742 - mmaction - INFO - Epoch [7][320/2689] lr: 6.000e-02, eta: 1 day, 3:11:50, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7109, loss_cls: 2.3109, loss: 2.3109, grad_norm: 2.1861 2021-06-07 09:23:38,677 - mmaction - INFO - Epoch [7][340/2689] lr: 6.000e-02, eta: 1 day, 3:10:54, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.2104, loss: 2.2104, grad_norm: 2.1462 2021-06-07 09:24:20,306 - mmaction - INFO - Epoch [7][360/2689] lr: 6.000e-02, eta: 1 day, 3:09:57, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7172, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.2712 2021-06-07 09:25:02,975 - mmaction - INFO - Epoch [7][380/2689] lr: 6.000e-02, eta: 1 day, 3:09:03, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7063, loss_cls: 2.3101, loss: 2.3101, grad_norm: 2.3468 2021-06-07 09:25:45,327 - mmaction - INFO - Epoch [7][400/2689] lr: 6.000e-02, eta: 1 day, 3:08:08, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.4047, top5_acc: 0.6969, loss_cls: 2.4352, loss: 2.4352, grad_norm: 2.3451 2021-06-07 09:26:27,482 - mmaction - INFO - Epoch [7][420/2689] lr: 6.000e-02, eta: 1 day, 3:07:13, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7031, loss_cls: 2.3670, loss: 2.3670, grad_norm: 2.2198 2021-06-07 09:27:09,416 - mmaction - INFO - Epoch [7][440/2689] lr: 6.000e-02, eta: 1 day, 3:06:17, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.4078, top5_acc: 0.6906, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.2404 2021-06-07 09:27:49,365 - mmaction - INFO - Epoch [7][460/2689] lr: 6.000e-02, eta: 1 day, 3:05:16, time: 1.997, data_time: 0.001, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7234, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.2386 2021-06-07 09:28:31,996 - mmaction - INFO - Epoch [7][480/2689] lr: 6.000e-02, eta: 1 day, 3:04:22, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.2498 2021-06-07 09:29:12,491 - mmaction - INFO - Epoch [7][500/2689] lr: 6.000e-02, eta: 1 day, 3:03:23, time: 2.025, data_time: 0.002, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7094, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.2027 2021-06-07 09:29:54,489 - mmaction - INFO - Epoch [7][520/2689] lr: 6.000e-02, eta: 1 day, 3:02:27, time: 2.100, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.1903 2021-06-07 09:30:36,744 - mmaction - INFO - Epoch [7][540/2689] lr: 6.000e-02, eta: 1 day, 3:01:32, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7094, loss_cls: 2.2938, loss: 2.2938, grad_norm: 2.1733 2021-06-07 09:31:15,691 - mmaction - INFO - Epoch [7][560/2689] lr: 6.000e-02, eta: 1 day, 3:00:29, time: 1.947, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7281, loss_cls: 2.1737, loss: 2.1737, grad_norm: 2.2047 2021-06-07 09:31:56,724 - mmaction - INFO - Epoch [7][580/2689] lr: 6.000e-02, eta: 1 day, 2:59:31, time: 2.051, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7312, loss_cls: 2.1946, loss: 2.1946, grad_norm: 2.1742 2021-06-07 09:32:39,329 - mmaction - INFO - Epoch [7][600/2689] lr: 6.000e-02, eta: 1 day, 2:58:37, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7109, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.2102 2021-06-07 09:33:22,723 - mmaction - INFO - Epoch [7][620/2689] lr: 6.000e-02, eta: 1 day, 2:57:46, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.6891, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.2724 2021-06-07 09:34:06,308 - mmaction - INFO - Epoch [7][640/2689] lr: 6.000e-02, eta: 1 day, 2:56:54, time: 2.179, data_time: 0.001, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7141, loss_cls: 2.3187, loss: 2.3187, grad_norm: 2.2378 2021-06-07 09:34:51,068 - mmaction - INFO - Epoch [7][660/2689] lr: 6.000e-02, eta: 1 day, 2:56:06, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7391, loss_cls: 2.2047, loss: 2.2047, grad_norm: 2.2668 2021-06-07 09:35:35,200 - mmaction - INFO - Epoch [7][680/2689] lr: 6.000e-02, eta: 1 day, 2:55:16, time: 2.207, data_time: 0.002, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7406, loss_cls: 2.2353, loss: 2.2353, grad_norm: 2.2379 2021-06-07 09:36:19,565 - mmaction - INFO - Epoch [7][700/2689] lr: 6.000e-02, eta: 1 day, 2:54:27, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.6828, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.2016 2021-06-07 09:37:03,751 - mmaction - INFO - Epoch [7][720/2689] lr: 6.000e-02, eta: 1 day, 2:53:37, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1250, loss: 2.1250, grad_norm: 2.3119 2021-06-07 09:37:48,824 - mmaction - INFO - Epoch [7][740/2689] lr: 6.000e-02, eta: 1 day, 2:52:49, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.2678, loss: 2.2678, grad_norm: 2.2438 2021-06-07 09:38:33,936 - mmaction - INFO - Epoch [7][760/2689] lr: 6.000e-02, eta: 1 day, 2:52:02, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7063, loss_cls: 2.2582, loss: 2.2582, grad_norm: 2.2327 2021-06-07 09:39:18,346 - mmaction - INFO - Epoch [7][780/2689] lr: 6.000e-02, eta: 1 day, 2:51:13, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7250, loss_cls: 2.3456, loss: 2.3456, grad_norm: 2.2270 2021-06-07 09:40:02,869 - mmaction - INFO - Epoch [7][800/2689] lr: 6.000e-02, eta: 1 day, 2:50:24, time: 2.226, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7188, loss_cls: 2.3297, loss: 2.3297, grad_norm: 2.0978 2021-06-07 09:40:49,408 - mmaction - INFO - Epoch [7][820/2689] lr: 6.000e-02, eta: 1 day, 2:49:40, time: 2.327, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7484, loss_cls: 2.1845, loss: 2.1845, grad_norm: 2.1785 2021-06-07 09:41:32,886 - mmaction - INFO - Epoch [7][840/2689] lr: 6.000e-02, eta: 1 day, 2:48:49, time: 2.174, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7141, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.2220 2021-06-07 09:42:15,217 - mmaction - INFO - Epoch [7][860/2689] lr: 6.000e-02, eta: 1 day, 2:47:54, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7141, loss_cls: 2.3225, loss: 2.3225, grad_norm: 2.1026 2021-06-07 09:42:58,464 - mmaction - INFO - Epoch [7][880/2689] lr: 6.000e-02, eta: 1 day, 2:47:02, time: 2.162, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7250, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.2508 2021-06-07 09:43:41,826 - mmaction - INFO - Epoch [7][900/2689] lr: 6.000e-02, eta: 1 day, 2:46:11, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7281, loss_cls: 2.2838, loss: 2.2838, grad_norm: 2.2290 2021-06-07 09:44:23,895 - mmaction - INFO - Epoch [7][920/2689] lr: 6.000e-02, eta: 1 day, 2:45:16, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.3922, top5_acc: 0.6828, loss_cls: 2.4331, loss: 2.4331, grad_norm: 2.3404 2021-06-07 09:45:05,882 - mmaction - INFO - Epoch [7][940/2689] lr: 6.000e-02, eta: 1 day, 2:44:21, time: 2.100, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.2555, loss: 2.2555, grad_norm: 2.1224 2021-06-07 09:45:47,653 - mmaction - INFO - Epoch [7][960/2689] lr: 6.000e-02, eta: 1 day, 2:43:25, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7203, loss_cls: 2.3197, loss: 2.3197, grad_norm: 2.1585 2021-06-07 09:46:32,300 - mmaction - INFO - Epoch [7][980/2689] lr: 6.000e-02, eta: 1 day, 2:42:37, time: 2.232, data_time: 0.001, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7344, loss_cls: 2.2842, loss: 2.2842, grad_norm: 2.1206 2021-06-07 09:47:15,719 - mmaction - INFO - Epoch [7][1000/2689] lr: 6.000e-02, eta: 1 day, 2:41:45, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7281, loss_cls: 2.2832, loss: 2.2832, grad_norm: 2.2025 2021-06-07 09:48:00,391 - mmaction - INFO - Epoch [7][1020/2689] lr: 6.000e-02, eta: 1 day, 2:40:57, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7047, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.3123 2021-06-07 09:48:41,786 - mmaction - INFO - Epoch [7][1040/2689] lr: 6.000e-02, eta: 1 day, 2:40:01, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7250, loss_cls: 2.2899, loss: 2.2899, grad_norm: 2.1702 2021-06-07 09:49:24,677 - mmaction - INFO - Epoch [7][1060/2689] lr: 6.000e-02, eta: 1 day, 2:39:08, time: 2.145, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7078, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.1641 2021-06-07 09:50:07,759 - mmaction - INFO - Epoch [7][1080/2689] lr: 6.000e-02, eta: 1 day, 2:38:16, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7109, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.2791 2021-06-07 09:50:50,244 - mmaction - INFO - Epoch [7][1100/2689] lr: 6.000e-02, eta: 1 day, 2:37:22, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7266, loss_cls: 2.2626, loss: 2.2626, grad_norm: 2.2276 2021-06-07 09:51:33,384 - mmaction - INFO - Epoch [7][1120/2689] lr: 6.000e-02, eta: 1 day, 2:36:30, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7594, loss_cls: 2.2018, loss: 2.2018, grad_norm: 2.1886 2021-06-07 09:52:15,344 - mmaction - INFO - Epoch [7][1140/2689] lr: 6.000e-02, eta: 1 day, 2:35:35, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7422, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.3765 2021-06-07 09:52:57,830 - mmaction - INFO - Epoch [7][1160/2689] lr: 6.000e-02, eta: 1 day, 2:34:42, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7125, loss_cls: 2.3309, loss: 2.3309, grad_norm: 2.2025 2021-06-07 09:53:39,590 - mmaction - INFO - Epoch [7][1180/2689] lr: 6.000e-02, eta: 1 day, 2:33:46, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7484, loss_cls: 2.1293, loss: 2.1293, grad_norm: 2.1370 2021-06-07 09:54:21,937 - mmaction - INFO - Epoch [7][1200/2689] lr: 6.000e-02, eta: 1 day, 2:32:53, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7328, loss_cls: 2.2026, loss: 2.2026, grad_norm: 2.3612 2021-06-07 09:55:02,032 - mmaction - INFO - Epoch [7][1220/2689] lr: 6.000e-02, eta: 1 day, 2:31:53, time: 2.005, data_time: 0.001, memory: 9293, top1_acc: 0.3781, top5_acc: 0.7016, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.3396 2021-06-07 09:55:41,597 - mmaction - INFO - Epoch [7][1240/2689] lr: 6.000e-02, eta: 1 day, 2:30:53, time: 1.978, data_time: 0.001, memory: 9293, top1_acc: 0.4047, top5_acc: 0.7063, loss_cls: 2.3589, loss: 2.3589, grad_norm: 2.3348 2021-06-07 09:56:22,802 - mmaction - INFO - Epoch [7][1260/2689] lr: 6.000e-02, eta: 1 day, 2:29:57, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7016, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.3046 2021-06-07 09:57:03,083 - mmaction - INFO - Epoch [7][1280/2689] lr: 6.000e-02, eta: 1 day, 2:28:58, time: 2.014, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7109, loss_cls: 2.2737, loss: 2.2737, grad_norm: 2.1599 2021-06-07 09:57:44,505 - mmaction - INFO - Epoch [7][1300/2689] lr: 6.000e-02, eta: 1 day, 2:28:02, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7328, loss_cls: 2.2203, loss: 2.2203, grad_norm: 2.1259 2021-06-07 09:58:25,836 - mmaction - INFO - Epoch [7][1320/2689] lr: 6.000e-02, eta: 1 day, 2:27:06, time: 2.066, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7109, loss_cls: 2.2531, loss: 2.2531, grad_norm: 2.2201 2021-06-07 09:59:07,703 - mmaction - INFO - Epoch [7][1340/2689] lr: 6.000e-02, eta: 1 day, 2:26:11, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.3544 2021-06-07 09:59:50,814 - mmaction - INFO - Epoch [7][1360/2689] lr: 6.000e-02, eta: 1 day, 2:25:20, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.3828, top5_acc: 0.7141, loss_cls: 2.3788, loss: 2.3788, grad_norm: 2.2765 2021-06-07 10:00:34,124 - mmaction - INFO - Epoch [7][1380/2689] lr: 6.000e-02, eta: 1 day, 2:24:28, time: 2.162, data_time: 0.003, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7438, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.1212 2021-06-07 10:01:14,275 - mmaction - INFO - Epoch [7][1400/2689] lr: 6.000e-02, eta: 1 day, 2:23:30, time: 2.011, data_time: 0.009, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7266, loss_cls: 2.2527, loss: 2.2527, grad_norm: 2.2887 2021-06-07 10:01:57,332 - mmaction - INFO - Epoch [7][1420/2689] lr: 6.000e-02, eta: 1 day, 2:22:38, time: 2.152, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7219, loss_cls: 2.2760, loss: 2.2760, grad_norm: 2.2706 2021-06-07 10:02:38,413 - mmaction - INFO - Epoch [7][1440/2689] lr: 6.000e-02, eta: 1 day, 2:21:41, time: 2.054, data_time: 0.002, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6859, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.3124 2021-06-07 10:03:22,090 - mmaction - INFO - Epoch [7][1460/2689] lr: 6.000e-02, eta: 1 day, 2:20:51, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7578, loss_cls: 2.1601, loss: 2.1601, grad_norm: 2.1362 2021-06-07 10:04:04,936 - mmaction - INFO - Epoch [7][1480/2689] lr: 6.000e-02, eta: 1 day, 2:19:59, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7031, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.2840 2021-06-07 10:04:47,470 - mmaction - INFO - Epoch [7][1500/2689] lr: 6.000e-02, eta: 1 day, 2:19:06, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.3422, loss: 2.3422, grad_norm: 2.2240 2021-06-07 10:05:32,905 - mmaction - INFO - Epoch [7][1520/2689] lr: 6.000e-02, eta: 1 day, 2:18:20, time: 2.272, data_time: 0.001, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.2715 2021-06-07 10:06:13,750 - mmaction - INFO - Epoch [7][1540/2689] lr: 6.000e-02, eta: 1 day, 2:17:23, time: 2.042, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.1521 2021-06-07 10:06:55,838 - mmaction - INFO - Epoch [7][1560/2689] lr: 6.000e-02, eta: 1 day, 2:16:29, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7281, loss_cls: 2.2442, loss: 2.2442, grad_norm: 2.1668 2021-06-07 10:07:35,547 - mmaction - INFO - Epoch [7][1580/2689] lr: 6.000e-02, eta: 1 day, 2:15:29, time: 1.985, data_time: 0.001, memory: 9293, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.3922, loss: 2.3922, grad_norm: 2.2481 2021-06-07 10:08:19,210 - mmaction - INFO - Epoch [7][1600/2689] lr: 6.000e-02, eta: 1 day, 2:14:39, time: 2.184, data_time: 0.002, memory: 9293, top1_acc: 0.4141, top5_acc: 0.7000, loss_cls: 2.3302, loss: 2.3302, grad_norm: 2.2041 2021-06-07 10:09:02,142 - mmaction - INFO - Epoch [7][1620/2689] lr: 6.000e-02, eta: 1 day, 2:13:47, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7203, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.2766 2021-06-07 10:09:44,745 - mmaction - INFO - Epoch [7][1640/2689] lr: 6.000e-02, eta: 1 day, 2:12:55, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7172, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.1776 2021-06-07 10:10:28,245 - mmaction - INFO - Epoch [7][1660/2689] lr: 6.000e-02, eta: 1 day, 2:12:04, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7203, loss_cls: 2.2641, loss: 2.2641, grad_norm: 2.1451 2021-06-07 10:11:11,180 - mmaction - INFO - Epoch [7][1680/2689] lr: 6.000e-02, eta: 1 day, 2:11:12, time: 2.146, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7094, loss_cls: 2.3071, loss: 2.3071, grad_norm: 2.2827 2021-06-07 10:11:53,976 - mmaction - INFO - Epoch [7][1700/2689] lr: 6.000e-02, eta: 1 day, 2:10:20, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.4109, top5_acc: 0.7016, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.1545 2021-06-07 10:12:37,575 - mmaction - INFO - Epoch [7][1720/2689] lr: 6.000e-02, eta: 1 day, 2:09:30, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7172, loss_cls: 2.3773, loss: 2.3773, grad_norm: 2.1551 2021-06-07 10:13:20,904 - mmaction - INFO - Epoch [7][1740/2689] lr: 6.000e-02, eta: 1 day, 2:08:39, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7219, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.1914 2021-06-07 10:14:05,277 - mmaction - INFO - Epoch [7][1760/2689] lr: 6.000e-02, eta: 1 day, 2:07:51, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7453, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.2706 2021-06-07 10:14:45,846 - mmaction - INFO - Epoch [7][1780/2689] lr: 6.000e-02, eta: 1 day, 2:06:54, time: 2.028, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7047, loss_cls: 2.3604, loss: 2.3604, grad_norm: 2.2034 2021-06-07 10:15:29,933 - mmaction - INFO - Epoch [7][1800/2689] lr: 6.000e-02, eta: 1 day, 2:06:05, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7578, loss_cls: 2.1606, loss: 2.1606, grad_norm: 2.0578 2021-06-07 10:16:14,386 - mmaction - INFO - Epoch [7][1820/2689] lr: 6.000e-02, eta: 1 day, 2:05:16, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7156, loss_cls: 2.3023, loss: 2.3023, grad_norm: 2.2365 2021-06-07 10:16:57,733 - mmaction - INFO - Epoch [7][1840/2689] lr: 6.000e-02, eta: 1 day, 2:04:26, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2581, loss: 2.2581, grad_norm: 2.2539 2021-06-07 10:17:41,762 - mmaction - INFO - Epoch [7][1860/2689] lr: 6.000e-02, eta: 1 day, 2:03:37, time: 2.201, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7656, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.1552 2021-06-07 10:18:24,074 - mmaction - INFO - Epoch [7][1880/2689] lr: 6.000e-02, eta: 1 day, 2:02:44, time: 2.116, data_time: 0.002, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.3943, loss: 2.3943, grad_norm: 2.0916 2021-06-07 10:19:03,043 - mmaction - INFO - Epoch [7][1900/2689] lr: 6.000e-02, eta: 1 day, 2:01:43, time: 1.948, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.1782, loss: 2.1782, grad_norm: 2.1012 2021-06-07 10:19:45,877 - mmaction - INFO - Epoch [7][1920/2689] lr: 6.000e-02, eta: 1 day, 2:00:51, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.3969, top5_acc: 0.7125, loss_cls: 2.3543, loss: 2.3543, grad_norm: 2.3191 2021-06-07 10:20:27,502 - mmaction - INFO - Epoch [7][1940/2689] lr: 6.000e-02, eta: 1 day, 1:59:57, time: 2.082, data_time: 0.001, memory: 9293, top1_acc: 0.3969, top5_acc: 0.6813, loss_cls: 2.4784, loss: 2.4784, grad_norm: 2.2747 2021-06-07 10:21:08,462 - mmaction - INFO - Epoch [7][1960/2689] lr: 6.000e-02, eta: 1 day, 1:59:01, time: 2.048, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7281, loss_cls: 2.2826, loss: 2.2826, grad_norm: 2.1982 2021-06-07 10:21:49,609 - mmaction - INFO - Epoch [7][1980/2689] lr: 6.000e-02, eta: 1 day, 1:58:05, time: 2.057, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7219, loss_cls: 2.3268, loss: 2.3268, grad_norm: 2.2910 2021-06-07 10:22:31,211 - mmaction - INFO - Epoch [7][2000/2689] lr: 6.000e-02, eta: 1 day, 1:57:11, time: 2.080, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7172, loss_cls: 2.2883, loss: 2.2883, grad_norm: 2.0903 2021-06-07 10:23:13,063 - mmaction - INFO - Epoch [7][2020/2689] lr: 6.000e-02, eta: 1 day, 1:56:17, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.2174 2021-06-07 10:23:50,940 - mmaction - INFO - Epoch [7][2040/2689] lr: 6.000e-02, eta: 1 day, 1:55:14, time: 1.894, data_time: 0.002, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7266, loss_cls: 2.2312, loss: 2.2312, grad_norm: 2.2319 2021-06-07 10:24:33,243 - mmaction - INFO - Epoch [7][2060/2689] lr: 6.000e-02, eta: 1 day, 1:54:21, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7391, loss_cls: 2.2243, loss: 2.2243, grad_norm: 2.2130 2021-06-07 10:25:14,448 - mmaction - INFO - Epoch [7][2080/2689] lr: 6.000e-02, eta: 1 day, 1:53:26, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.4250, top5_acc: 0.7234, loss_cls: 2.2661, loss: 2.2661, grad_norm: 2.1963 2021-06-07 10:25:56,861 - mmaction - INFO - Epoch [7][2100/2689] lr: 6.000e-02, eta: 1 day, 1:52:33, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.2930, loss: 2.2930, grad_norm: 2.2966 2021-06-07 10:26:38,312 - mmaction - INFO - Epoch [7][2120/2689] lr: 6.000e-02, eta: 1 day, 1:51:38, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7031, loss_cls: 2.3877, loss: 2.3877, grad_norm: 2.1855 2021-06-07 10:27:20,339 - mmaction - INFO - Epoch [7][2140/2689] lr: 6.000e-02, eta: 1 day, 1:50:45, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7250, loss_cls: 2.2435, loss: 2.2435, grad_norm: 2.2253 2021-06-07 10:28:01,068 - mmaction - INFO - Epoch [7][2160/2689] lr: 6.000e-02, eta: 1 day, 1:49:49, time: 2.036, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7109, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.2740 2021-06-07 10:28:43,223 - mmaction - INFO - Epoch [7][2180/2689] lr: 6.000e-02, eta: 1 day, 1:48:56, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7156, loss_cls: 2.3652, loss: 2.3652, grad_norm: 2.2742 2021-06-07 10:29:25,334 - mmaction - INFO - Epoch [7][2200/2689] lr: 6.000e-02, eta: 1 day, 1:48:03, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.4109, top5_acc: 0.6953, loss_cls: 2.3651, loss: 2.3651, grad_norm: 2.2189 2021-06-07 10:30:05,630 - mmaction - INFO - Epoch [7][2220/2689] lr: 6.000e-02, eta: 1 day, 1:47:06, time: 2.014, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.1501 2021-06-07 10:30:48,482 - mmaction - INFO - Epoch [7][2240/2689] lr: 6.000e-02, eta: 1 day, 1:46:14, time: 2.143, data_time: 0.002, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1315, loss: 2.1315, grad_norm: 2.1033 2021-06-07 10:31:32,768 - mmaction - INFO - Epoch [7][2260/2689] lr: 6.000e-02, eta: 1 day, 1:45:26, time: 2.215, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.2151 2021-06-07 10:32:15,059 - mmaction - INFO - Epoch [7][2280/2689] lr: 6.000e-02, eta: 1 day, 1:44:34, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7078, loss_cls: 2.3016, loss: 2.3016, grad_norm: 2.3671 2021-06-07 10:32:59,707 - mmaction - INFO - Epoch [7][2300/2689] lr: 6.000e-02, eta: 1 day, 1:43:46, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7281, loss_cls: 2.2568, loss: 2.2568, grad_norm: 2.2297 2021-06-07 10:33:43,913 - mmaction - INFO - Epoch [7][2320/2689] lr: 6.000e-02, eta: 1 day, 1:42:58, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7281, loss_cls: 2.2948, loss: 2.2948, grad_norm: 2.3421 2021-06-07 10:34:28,982 - mmaction - INFO - Epoch [7][2340/2689] lr: 6.000e-02, eta: 1 day, 1:42:12, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.3953, top5_acc: 0.7156, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.0728 2021-06-07 10:35:13,945 - mmaction - INFO - Epoch [7][2360/2689] lr: 6.000e-02, eta: 1 day, 1:41:25, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.6906, loss_cls: 2.4273, loss: 2.4273, grad_norm: 2.2812 2021-06-07 10:35:58,512 - mmaction - INFO - Epoch [7][2380/2689] lr: 6.000e-02, eta: 1 day, 1:40:37, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7391, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.0338 2021-06-07 10:36:41,259 - mmaction - INFO - Epoch [7][2400/2689] lr: 6.000e-02, eta: 1 day, 1:39:46, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7344, loss_cls: 2.2298, loss: 2.2298, grad_norm: 2.1817 2021-06-07 10:37:25,864 - mmaction - INFO - Epoch [7][2420/2689] lr: 6.000e-02, eta: 1 day, 1:38:59, time: 2.230, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.2928, loss: 2.2928, grad_norm: 2.1998 2021-06-07 10:38:07,282 - mmaction - INFO - Epoch [7][2440/2689] lr: 6.000e-02, eta: 1 day, 1:38:04, time: 2.071, data_time: 0.002, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7078, loss_cls: 2.3720, loss: 2.3720, grad_norm: 2.1104 2021-06-07 10:38:52,953 - mmaction - INFO - Epoch [7][2460/2689] lr: 6.000e-02, eta: 1 day, 1:37:19, time: 2.284, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7203, loss_cls: 2.2713, loss: 2.2713, grad_norm: 2.1917 2021-06-07 10:39:37,794 - mmaction - INFO - Epoch [7][2480/2689] lr: 6.000e-02, eta: 1 day, 1:36:32, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7203, loss_cls: 2.2464, loss: 2.2464, grad_norm: 2.1499 2021-06-07 10:40:19,104 - mmaction - INFO - Epoch [7][2500/2689] lr: 6.000e-02, eta: 1 day, 1:35:38, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7391, loss_cls: 2.1205, loss: 2.1205, grad_norm: 2.2936 2021-06-07 10:41:02,546 - mmaction - INFO - Epoch [7][2520/2689] lr: 6.000e-02, eta: 1 day, 1:34:48, time: 2.172, data_time: 0.002, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7063, loss_cls: 2.2910, loss: 2.2910, grad_norm: 2.1807 2021-06-07 10:41:49,157 - mmaction - INFO - Epoch [7][2540/2689] lr: 6.000e-02, eta: 1 day, 1:34:05, time: 2.331, data_time: 0.001, memory: 9293, top1_acc: 0.4203, top5_acc: 0.7156, loss_cls: 2.3062, loss: 2.3062, grad_norm: 2.1901 2021-06-07 10:42:33,334 - mmaction - INFO - Epoch [7][2560/2689] lr: 6.000e-02, eta: 1 day, 1:33:17, time: 2.209, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7047, loss_cls: 2.3249, loss: 2.3249, grad_norm: 2.1512 2021-06-07 10:43:19,845 - mmaction - INFO - Epoch [7][2580/2689] lr: 6.000e-02, eta: 1 day, 1:32:33, time: 2.326, data_time: 0.001, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7000, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.1746 2021-06-07 10:44:05,578 - mmaction - INFO - Epoch [7][2600/2689] lr: 6.000e-02, eta: 1 day, 1:31:48, time: 2.287, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.3413, loss: 2.3413, grad_norm: 2.1027 2021-06-07 10:44:51,555 - mmaction - INFO - Epoch [7][2620/2689] lr: 6.000e-02, eta: 1 day, 1:31:04, time: 2.299, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.6828, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.1935 2021-06-07 10:45:36,176 - mmaction - INFO - Epoch [7][2640/2689] lr: 6.000e-02, eta: 1 day, 1:30:17, time: 2.231, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7266, loss_cls: 2.2362, loss: 2.2362, grad_norm: 2.0910 2021-06-07 10:46:21,728 - mmaction - INFO - Epoch [7][2660/2689] lr: 6.000e-02, eta: 1 day, 1:29:31, time: 2.278, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7484, loss_cls: 2.1641, loss: 2.1641, grad_norm: 2.1220 2021-06-07 10:47:06,515 - mmaction - INFO - Epoch [7][2680/2689] lr: 6.000e-02, eta: 1 day, 1:28:44, time: 2.240, data_time: 0.001, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7047, loss_cls: 2.3391, loss: 2.3391, grad_norm: 2.2298 2021-06-07 10:47:31,515 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-06-07 10:55:34,836 - mmaction - INFO - Epoch [8][20/2689] lr: 6.000e-02, eta: 1 day, 1:42:29, time: 24.096, data_time: 22.757, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.2079, loss: 2.2079, grad_norm: 2.1786 2021-06-07 10:56:00,276 - mmaction - INFO - Epoch [8][40/2689] lr: 6.000e-02, eta: 1 day, 1:40:59, time: 1.274, data_time: 0.004, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7016, loss_cls: 2.3216, loss: 2.3216, grad_norm: 2.1860 2021-06-07 10:56:26,944 - mmaction - INFO - Epoch [8][60/2689] lr: 6.000e-02, eta: 1 day, 1:39:32, time: 1.333, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.1565, loss: 2.1565, grad_norm: 2.2380 2021-06-07 10:56:56,954 - mmaction - INFO - Epoch [8][80/2689] lr: 6.000e-02, eta: 1 day, 1:38:12, time: 1.500, data_time: 0.001, memory: 9293, top1_acc: 0.4156, top5_acc: 0.7016, loss_cls: 2.3157, loss: 2.3157, grad_norm: 2.2022 2021-06-07 10:57:30,856 - mmaction - INFO - Epoch [8][100/2689] lr: 6.000e-02, eta: 1 day, 1:37:01, time: 1.694, data_time: 0.001, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7344, loss_cls: 2.2082, loss: 2.2082, grad_norm: 2.1191 2021-06-07 10:58:08,537 - mmaction - INFO - Epoch [8][120/2689] lr: 6.000e-02, eta: 1 day, 1:35:58, time: 1.885, data_time: 0.002, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7531, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.2869 2021-06-07 10:58:47,251 - mmaction - INFO - Epoch [8][140/2689] lr: 6.000e-02, eta: 1 day, 1:34:57, time: 1.935, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.1763 2021-06-07 10:59:25,922 - mmaction - INFO - Epoch [8][160/2689] lr: 6.000e-02, eta: 1 day, 1:33:56, time: 1.934, data_time: 0.002, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.2448, loss: 2.2448, grad_norm: 2.3075 2021-06-07 11:00:07,166 - mmaction - INFO - Epoch [8][180/2689] lr: 6.000e-02, eta: 1 day, 1:33:01, time: 2.062, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.2496 2021-06-07 11:00:47,643 - mmaction - INFO - Epoch [8][200/2689] lr: 6.000e-02, eta: 1 day, 1:32:04, time: 2.024, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7141, loss_cls: 2.3051, loss: 2.3051, grad_norm: 2.2562 2021-06-07 11:01:27,605 - mmaction - INFO - Epoch [8][220/2689] lr: 6.000e-02, eta: 1 day, 1:31:05, time: 1.998, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.7547, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.1696 2021-06-07 11:02:08,446 - mmaction - INFO - Epoch [8][240/2689] lr: 6.000e-02, eta: 1 day, 1:30:09, time: 2.042, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.0593, loss: 2.0593, grad_norm: 2.2243 2021-06-07 11:02:49,960 - mmaction - INFO - Epoch [8][260/2689] lr: 6.000e-02, eta: 1 day, 1:29:14, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7281, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.2516 2021-06-07 11:03:31,750 - mmaction - INFO - Epoch [8][280/2689] lr: 6.000e-02, eta: 1 day, 1:28:20, time: 2.090, data_time: 0.002, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7328, loss_cls: 2.2532, loss: 2.2532, grad_norm: 2.2180 2021-06-07 11:04:12,853 - mmaction - INFO - Epoch [8][300/2689] lr: 6.000e-02, eta: 1 day, 1:27:25, time: 2.055, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7438, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.1607 2021-06-07 11:04:53,064 - mmaction - INFO - Epoch [8][320/2689] lr: 6.000e-02, eta: 1 day, 1:26:27, time: 2.011, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7500, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.3103 2021-06-07 11:05:35,784 - mmaction - INFO - Epoch [8][340/2689] lr: 6.000e-02, eta: 1 day, 1:25:35, time: 2.136, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7234, loss_cls: 2.2102, loss: 2.2102, grad_norm: 2.1885 2021-06-07 11:06:19,480 - mmaction - INFO - Epoch [8][360/2689] lr: 6.000e-02, eta: 1 day, 1:24:45, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2109, loss: 2.2109, grad_norm: 2.0787 2021-06-07 11:07:02,997 - mmaction - INFO - Epoch [8][380/2689] lr: 6.000e-02, eta: 1 day, 1:23:54, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.2314, loss: 2.2314, grad_norm: 2.2042 2021-06-07 11:07:47,781 - mmaction - INFO - Epoch [8][400/2689] lr: 6.000e-02, eta: 1 day, 1:23:07, time: 2.240, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7422, loss_cls: 2.1511, loss: 2.1511, grad_norm: 2.1306 2021-06-07 11:08:29,792 - mmaction - INFO - Epoch [8][420/2689] lr: 6.000e-02, eta: 1 day, 1:22:13, time: 2.100, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7266, loss_cls: 2.2223, loss: 2.2223, grad_norm: 2.1959 2021-06-07 11:09:10,834 - mmaction - INFO - Epoch [8][440/2689] lr: 6.000e-02, eta: 1 day, 1:21:18, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7578, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.2072 2021-06-07 11:09:52,601 - mmaction - INFO - Epoch [8][460/2689] lr: 6.000e-02, eta: 1 day, 1:20:24, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7531, loss_cls: 2.1041, loss: 2.1041, grad_norm: 2.3144 2021-06-07 11:10:37,641 - mmaction - INFO - Epoch [8][480/2689] lr: 6.000e-02, eta: 1 day, 1:19:36, time: 2.252, data_time: 0.001, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7203, loss_cls: 2.2423, loss: 2.2423, grad_norm: 2.2763 2021-06-07 11:11:21,709 - mmaction - INFO - Epoch [8][500/2689] lr: 6.000e-02, eta: 1 day, 1:18:47, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7375, loss_cls: 2.2011, loss: 2.2011, grad_norm: 2.2405 2021-06-07 11:12:08,326 - mmaction - INFO - Epoch [8][520/2689] lr: 6.000e-02, eta: 1 day, 1:18:03, time: 2.331, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.3376 2021-06-07 11:12:52,785 - mmaction - INFO - Epoch [8][540/2689] lr: 6.000e-02, eta: 1 day, 1:17:15, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.2798 2021-06-07 11:13:38,612 - mmaction - INFO - Epoch [8][560/2689] lr: 6.000e-02, eta: 1 day, 1:16:29, time: 2.292, data_time: 0.002, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7484, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.1655 2021-06-07 11:14:22,877 - mmaction - INFO - Epoch [8][580/2689] lr: 6.000e-02, eta: 1 day, 1:15:40, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7500, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.3342 2021-06-07 11:15:04,891 - mmaction - INFO - Epoch [8][600/2689] lr: 6.000e-02, eta: 1 day, 1:14:47, time: 2.101, data_time: 0.002, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7266, loss_cls: 2.1628, loss: 2.1628, grad_norm: 2.1832 2021-06-07 11:15:48,175 - mmaction - INFO - Epoch [8][620/2689] lr: 6.000e-02, eta: 1 day, 1:13:56, time: 2.164, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7391, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.3088 2021-06-07 11:16:32,848 - mmaction - INFO - Epoch [8][640/2689] lr: 6.000e-02, eta: 1 day, 1:13:08, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.2546, loss: 2.2546, grad_norm: 2.3374 2021-06-07 11:17:12,077 - mmaction - INFO - Epoch [8][660/2689] lr: 6.000e-02, eta: 1 day, 1:12:09, time: 1.961, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7656, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.1320 2021-06-07 11:17:55,112 - mmaction - INFO - Epoch [8][680/2689] lr: 6.000e-02, eta: 1 day, 1:11:18, time: 2.152, data_time: 0.002, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7297, loss_cls: 2.1604, loss: 2.1604, grad_norm: 2.2048 2021-06-07 11:18:38,427 - mmaction - INFO - Epoch [8][700/2689] lr: 6.000e-02, eta: 1 day, 1:10:27, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7063, loss_cls: 2.2851, loss: 2.2851, grad_norm: 2.3557 2021-06-07 11:19:20,549 - mmaction - INFO - Epoch [8][720/2689] lr: 6.000e-02, eta: 1 day, 1:09:34, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7375, loss_cls: 2.2603, loss: 2.2603, grad_norm: 2.2764 2021-06-07 11:20:02,627 - mmaction - INFO - Epoch [8][740/2689] lr: 6.000e-02, eta: 1 day, 1:08:41, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.1737 2021-06-07 11:20:44,225 - mmaction - INFO - Epoch [8][760/2689] lr: 6.000e-02, eta: 1 day, 1:07:47, time: 2.080, data_time: 0.002, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7438, loss_cls: 2.1863, loss: 2.1863, grad_norm: 2.2109 2021-06-07 11:21:25,931 - mmaction - INFO - Epoch [8][780/2689] lr: 6.000e-02, eta: 1 day, 1:06:53, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7531, loss_cls: 2.1340, loss: 2.1340, grad_norm: 2.2090 2021-06-07 11:22:08,332 - mmaction - INFO - Epoch [8][800/2689] lr: 6.000e-02, eta: 1 day, 1:06:01, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7359, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.1954 2021-06-07 11:22:49,250 - mmaction - INFO - Epoch [8][820/2689] lr: 6.000e-02, eta: 1 day, 1:05:06, time: 2.046, data_time: 0.001, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7219, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.1306 2021-06-07 11:23:28,271 - mmaction - INFO - Epoch [8][840/2689] lr: 6.000e-02, eta: 1 day, 1:04:06, time: 1.951, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7281, loss_cls: 2.2584, loss: 2.2584, grad_norm: 2.2245 2021-06-07 11:24:10,851 - mmaction - INFO - Epoch [8][860/2689] lr: 6.000e-02, eta: 1 day, 1:03:14, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7422, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.2585 2021-06-07 11:24:54,133 - mmaction - INFO - Epoch [8][880/2689] lr: 6.000e-02, eta: 1 day, 1:02:24, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7266, loss_cls: 2.2035, loss: 2.2035, grad_norm: 2.2442 2021-06-07 11:25:36,779 - mmaction - INFO - Epoch [8][900/2689] lr: 6.000e-02, eta: 1 day, 1:01:32, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7156, loss_cls: 2.2325, loss: 2.2325, grad_norm: 2.2535 2021-06-07 11:26:19,168 - mmaction - INFO - Epoch [8][920/2689] lr: 6.000e-02, eta: 1 day, 1:00:40, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.4109, top5_acc: 0.6984, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.2320 2021-06-07 11:26:59,073 - mmaction - INFO - Epoch [8][940/2689] lr: 6.000e-02, eta: 1 day, 0:59:43, time: 1.995, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7266, loss_cls: 2.2090, loss: 2.2090, grad_norm: 2.2291 2021-06-07 11:27:39,850 - mmaction - INFO - Epoch [8][960/2689] lr: 6.000e-02, eta: 1 day, 0:58:47, time: 2.039, data_time: 0.001, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7281, loss_cls: 2.2198, loss: 2.2198, grad_norm: 2.1441 2021-06-07 11:28:25,132 - mmaction - INFO - Epoch [8][980/2689] lr: 6.000e-02, eta: 1 day, 0:58:01, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7234, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.2540 2021-06-07 11:29:09,594 - mmaction - INFO - Epoch [8][1000/2689] lr: 6.000e-02, eta: 1 day, 0:57:13, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.2994 2021-06-07 11:29:53,270 - mmaction - INFO - Epoch [8][1020/2689] lr: 6.000e-02, eta: 1 day, 0:56:23, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.1235 2021-06-07 11:30:37,623 - mmaction - INFO - Epoch [8][1040/2689] lr: 6.000e-02, eta: 1 day, 0:55:35, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7266, loss_cls: 2.2082, loss: 2.2082, grad_norm: 2.1131 2021-06-07 11:31:22,295 - mmaction - INFO - Epoch [8][1060/2689] lr: 6.000e-02, eta: 1 day, 0:54:47, time: 2.234, data_time: 0.002, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.1720, loss: 2.1720, grad_norm: 2.2273 2021-06-07 11:32:05,227 - mmaction - INFO - Epoch [8][1080/2689] lr: 6.000e-02, eta: 1 day, 0:53:56, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.2050 2021-06-07 11:32:47,861 - mmaction - INFO - Epoch [8][1100/2689] lr: 6.000e-02, eta: 1 day, 0:53:04, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7250, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.2564 2021-06-07 11:33:30,208 - mmaction - INFO - Epoch [8][1120/2689] lr: 6.000e-02, eta: 1 day, 0:52:12, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7703, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.1796 2021-06-07 11:34:14,836 - mmaction - INFO - Epoch [8][1140/2689] lr: 6.000e-02, eta: 1 day, 0:51:24, time: 2.231, data_time: 0.001, memory: 9293, top1_acc: 0.4094, top5_acc: 0.7250, loss_cls: 2.2532, loss: 2.2532, grad_norm: 2.3258 2021-06-07 11:35:00,677 - mmaction - INFO - Epoch [8][1160/2689] lr: 6.000e-02, eta: 1 day, 0:50:39, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7531, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.3251 2021-06-07 11:35:44,967 - mmaction - INFO - Epoch [8][1180/2689] lr: 6.000e-02, eta: 1 day, 0:49:51, time: 2.214, data_time: 0.001, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7000, loss_cls: 2.3062, loss: 2.3062, grad_norm: 2.2332 2021-06-07 11:36:27,806 - mmaction - INFO - Epoch [8][1200/2689] lr: 6.000e-02, eta: 1 day, 0:49:00, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7516, loss_cls: 2.1539, loss: 2.1539, grad_norm: 2.1936 2021-06-07 11:37:12,979 - mmaction - INFO - Epoch [8][1220/2689] lr: 6.000e-02, eta: 1 day, 0:48:13, time: 2.259, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.2733, loss: 2.2733, grad_norm: 2.3159 2021-06-07 11:37:58,369 - mmaction - INFO - Epoch [8][1240/2689] lr: 6.000e-02, eta: 1 day, 0:47:27, time: 2.269, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.2604 2021-06-07 11:38:43,989 - mmaction - INFO - Epoch [8][1260/2689] lr: 6.000e-02, eta: 1 day, 0:46:41, time: 2.281, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.3408, loss: 2.3408, grad_norm: 2.2519 2021-06-07 11:39:28,844 - mmaction - INFO - Epoch [8][1280/2689] lr: 6.000e-02, eta: 1 day, 0:45:54, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.1911, loss: 2.1911, grad_norm: 2.1009 2021-06-07 11:40:14,076 - mmaction - INFO - Epoch [8][1300/2689] lr: 6.000e-02, eta: 1 day, 0:45:07, time: 2.262, data_time: 0.002, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7266, loss_cls: 2.1654, loss: 2.1654, grad_norm: 2.0362 2021-06-07 11:41:00,180 - mmaction - INFO - Epoch [8][1320/2689] lr: 6.000e-02, eta: 1 day, 0:44:23, time: 2.306, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7547, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.3165 2021-06-07 11:41:44,319 - mmaction - INFO - Epoch [8][1340/2689] lr: 6.000e-02, eta: 1 day, 0:43:34, time: 2.207, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7453, loss_cls: 2.1432, loss: 2.1432, grad_norm: 2.1971 2021-06-07 11:42:30,596 - mmaction - INFO - Epoch [8][1360/2689] lr: 6.000e-02, eta: 1 day, 0:42:50, time: 2.314, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7453, loss_cls: 2.0950, loss: 2.0950, grad_norm: 2.1926 2021-06-07 11:43:14,744 - mmaction - INFO - Epoch [8][1380/2689] lr: 6.000e-02, eta: 1 day, 0:42:01, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.2014, loss: 2.2014, grad_norm: 2.2010 2021-06-07 11:44:01,088 - mmaction - INFO - Epoch [8][1400/2689] lr: 6.000e-02, eta: 1 day, 0:41:17, time: 2.317, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7141, loss_cls: 2.2620, loss: 2.2620, grad_norm: 2.2646 2021-06-07 11:44:46,990 - mmaction - INFO - Epoch [8][1420/2689] lr: 6.000e-02, eta: 1 day, 0:40:31, time: 2.295, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.2055, loss: 2.2055, grad_norm: 2.2725 2021-06-07 11:45:31,434 - mmaction - INFO - Epoch [8][1440/2689] lr: 6.000e-02, eta: 1 day, 0:39:44, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.2533, loss: 2.2533, grad_norm: 2.2341 2021-06-07 11:46:16,992 - mmaction - INFO - Epoch [8][1460/2689] lr: 6.000e-02, eta: 1 day, 0:38:58, time: 2.278, data_time: 0.001, memory: 9293, top1_acc: 0.4172, top5_acc: 0.7094, loss_cls: 2.2815, loss: 2.2815, grad_norm: 2.1138 2021-06-07 11:47:01,797 - mmaction - INFO - Epoch [8][1480/2689] lr: 6.000e-02, eta: 1 day, 0:38:10, time: 2.241, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7297, loss_cls: 2.2679, loss: 2.2679, grad_norm: 2.1912 2021-06-07 11:47:47,579 - mmaction - INFO - Epoch [8][1500/2689] lr: 6.000e-02, eta: 1 day, 0:37:25, time: 2.289, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.2683, loss: 2.2683, grad_norm: 2.2368 2021-06-07 11:48:34,295 - mmaction - INFO - Epoch [8][1520/2689] lr: 6.000e-02, eta: 1 day, 0:36:41, time: 2.335, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7359, loss_cls: 2.2402, loss: 2.2402, grad_norm: 2.2028 2021-06-07 11:49:17,052 - mmaction - INFO - Epoch [8][1540/2689] lr: 6.000e-02, eta: 1 day, 0:35:50, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7141, loss_cls: 2.2596, loss: 2.2596, grad_norm: 2.2706 2021-06-07 11:49:59,137 - mmaction - INFO - Epoch [8][1560/2689] lr: 6.000e-02, eta: 1 day, 0:34:58, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7500, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.1337 2021-06-07 11:50:42,855 - mmaction - INFO - Epoch [8][1580/2689] lr: 6.000e-02, eta: 1 day, 0:34:08, time: 2.186, data_time: 0.002, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7297, loss_cls: 2.1999, loss: 2.1999, grad_norm: 2.0531 2021-06-07 11:51:24,947 - mmaction - INFO - Epoch [8][1600/2689] lr: 6.000e-02, eta: 1 day, 0:33:16, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2254, loss: 2.2254, grad_norm: 2.2225 2021-06-07 11:52:06,669 - mmaction - INFO - Epoch [8][1620/2689] lr: 6.000e-02, eta: 1 day, 0:32:23, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7281, loss_cls: 2.2264, loss: 2.2264, grad_norm: 2.1841 2021-06-07 11:52:46,290 - mmaction - INFO - Epoch [8][1640/2689] lr: 6.000e-02, eta: 1 day, 0:31:26, time: 1.981, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.2282, loss: 2.2282, grad_norm: 2.1512 2021-06-07 11:53:29,459 - mmaction - INFO - Epoch [8][1660/2689] lr: 6.000e-02, eta: 1 day, 0:30:36, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7281, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.1085 2021-06-07 11:54:12,002 - mmaction - INFO - Epoch [8][1680/2689] lr: 6.000e-02, eta: 1 day, 0:29:44, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7203, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.2322 2021-06-07 11:54:52,186 - mmaction - INFO - Epoch [8][1700/2689] lr: 6.000e-02, eta: 1 day, 0:28:48, time: 2.009, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.1619, loss: 2.1619, grad_norm: 2.0356 2021-06-07 11:55:32,873 - mmaction - INFO - Epoch [8][1720/2689] lr: 6.000e-02, eta: 1 day, 0:27:53, time: 2.035, data_time: 0.001, memory: 9293, top1_acc: 0.4297, top5_acc: 0.7188, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.2494 2021-06-07 11:56:17,483 - mmaction - INFO - Epoch [8][1740/2689] lr: 6.000e-02, eta: 1 day, 0:27:06, time: 2.230, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7500, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.0989 2021-06-07 11:57:01,356 - mmaction - INFO - Epoch [8][1760/2689] lr: 6.000e-02, eta: 1 day, 0:26:17, time: 2.193, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7484, loss_cls: 2.1195, loss: 2.1195, grad_norm: 2.2418 2021-06-07 11:57:46,277 - mmaction - INFO - Epoch [8][1780/2689] lr: 6.000e-02, eta: 1 day, 0:25:30, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.4359, top5_acc: 0.7438, loss_cls: 2.2272, loss: 2.2272, grad_norm: 2.2582 2021-06-07 11:58:30,113 - mmaction - INFO - Epoch [8][1800/2689] lr: 6.000e-02, eta: 1 day, 0:24:41, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7297, loss_cls: 2.1349, loss: 2.1349, grad_norm: 2.2236 2021-06-07 11:59:13,175 - mmaction - INFO - Epoch [8][1820/2689] lr: 6.000e-02, eta: 1 day, 0:23:51, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7375, loss_cls: 2.1205, loss: 2.1205, grad_norm: 2.0868 2021-06-07 11:59:56,414 - mmaction - INFO - Epoch [8][1840/2689] lr: 6.000e-02, eta: 1 day, 0:23:01, time: 2.162, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7672, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.0769 2021-06-07 12:00:41,298 - mmaction - INFO - Epoch [8][1860/2689] lr: 6.000e-02, eta: 1 day, 0:22:14, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7531, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.1573 2021-06-07 12:01:23,715 - mmaction - INFO - Epoch [8][1880/2689] lr: 6.000e-02, eta: 1 day, 0:21:22, time: 2.126, data_time: 0.011, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7234, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.1792 2021-06-07 12:02:05,972 - mmaction - INFO - Epoch [8][1900/2689] lr: 6.000e-02, eta: 1 day, 0:20:31, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.1928, loss: 2.1928, grad_norm: 2.1651 2021-06-07 12:02:48,923 - mmaction - INFO - Epoch [8][1920/2689] lr: 6.000e-02, eta: 1 day, 0:19:40, time: 2.148, data_time: 0.002, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7359, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.3435 2021-06-07 12:03:30,626 - mmaction - INFO - Epoch [8][1940/2689] lr: 6.000e-02, eta: 1 day, 0:18:47, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.2605, loss: 2.2605, grad_norm: 2.1350 2021-06-07 12:04:11,937 - mmaction - INFO - Epoch [8][1960/2689] lr: 6.000e-02, eta: 1 day, 0:17:54, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7234, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.1977 2021-06-07 12:04:54,638 - mmaction - INFO - Epoch [8][1980/2689] lr: 6.000e-02, eta: 1 day, 0:17:03, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7141, loss_cls: 2.2157, loss: 2.2157, grad_norm: 2.1764 2021-06-07 12:05:37,047 - mmaction - INFO - Epoch [8][2000/2689] lr: 6.000e-02, eta: 1 day, 0:16:11, time: 2.121, data_time: 0.002, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7094, loss_cls: 2.2583, loss: 2.2583, grad_norm: 2.1722 2021-06-07 12:06:18,833 - mmaction - INFO - Epoch [8][2020/2689] lr: 6.000e-02, eta: 1 day, 0:15:19, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7219, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.1943 2021-06-07 12:06:58,491 - mmaction - INFO - Epoch [8][2040/2689] lr: 6.000e-02, eta: 1 day, 0:14:22, time: 1.983, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.4330 2021-06-07 12:07:40,027 - mmaction - INFO - Epoch [8][2060/2689] lr: 6.000e-02, eta: 1 day, 0:13:29, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.4141, top5_acc: 0.6953, loss_cls: 2.2807, loss: 2.2807, grad_norm: 2.1929 2021-06-07 12:08:22,532 - mmaction - INFO - Epoch [8][2080/2689] lr: 6.000e-02, eta: 1 day, 0:12:38, time: 2.126, data_time: 0.002, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7297, loss_cls: 2.2054, loss: 2.2054, grad_norm: 2.1085 2021-06-07 12:09:04,661 - mmaction - INFO - Epoch [8][2100/2689] lr: 6.000e-02, eta: 1 day, 0:11:46, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7234, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.1934 2021-06-07 12:09:46,284 - mmaction - INFO - Epoch [8][2120/2689] lr: 6.000e-02, eta: 1 day, 0:10:54, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7422, loss_cls: 2.1373, loss: 2.1373, grad_norm: 2.2028 2021-06-07 12:10:28,584 - mmaction - INFO - Epoch [8][2140/2689] lr: 6.000e-02, eta: 1 day, 0:10:02, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7703, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.1233 2021-06-07 12:11:10,716 - mmaction - INFO - Epoch [8][2160/2689] lr: 6.000e-02, eta: 1 day, 0:09:10, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.4344, top5_acc: 0.7203, loss_cls: 2.2780, loss: 2.2780, grad_norm: 2.2950 2021-06-07 12:11:49,027 - mmaction - INFO - Epoch [8][2180/2689] lr: 6.000e-02, eta: 1 day, 0:08:12, time: 1.915, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7359, loss_cls: 2.1818, loss: 2.1818, grad_norm: 2.1423 2021-06-07 12:12:31,176 - mmaction - INFO - Epoch [8][2200/2689] lr: 6.000e-02, eta: 1 day, 0:07:20, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7312, loss_cls: 2.2127, loss: 2.2127, grad_norm: 2.2872 2021-06-07 12:13:12,167 - mmaction - INFO - Epoch [8][2220/2689] lr: 6.000e-02, eta: 1 day, 0:06:26, time: 2.050, data_time: 0.001, memory: 9293, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.1196 2021-06-07 12:13:53,686 - mmaction - INFO - Epoch [8][2240/2689] lr: 6.000e-02, eta: 1 day, 0:05:33, time: 2.075, data_time: 0.001, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7422, loss_cls: 2.1547, loss: 2.1547, grad_norm: 2.1198 2021-06-07 12:14:35,807 - mmaction - INFO - Epoch [8][2260/2689] lr: 6.000e-02, eta: 1 day, 0:04:42, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7328, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.2056 2021-06-07 12:15:17,391 - mmaction - INFO - Epoch [8][2280/2689] lr: 6.000e-02, eta: 1 day, 0:03:49, time: 2.080, data_time: 0.002, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7562, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.1295 2021-06-07 12:15:56,891 - mmaction - INFO - Epoch [8][2300/2689] lr: 6.000e-02, eta: 1 day, 0:02:53, time: 1.975, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7203, loss_cls: 2.2370, loss: 2.2370, grad_norm: 2.2846 2021-06-07 12:16:39,383 - mmaction - INFO - Epoch [8][2320/2689] lr: 6.000e-02, eta: 1 day, 0:02:02, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7328, loss_cls: 2.1813, loss: 2.1813, grad_norm: 2.0655 2021-06-07 12:17:18,159 - mmaction - INFO - Epoch [8][2340/2689] lr: 6.000e-02, eta: 1 day, 0:01:04, time: 1.939, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.1225, loss: 2.1225, grad_norm: 2.1021 2021-06-07 12:17:59,448 - mmaction - INFO - Epoch [8][2360/2689] lr: 6.000e-02, eta: 1 day, 0:00:11, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.2532, loss: 2.2532, grad_norm: 2.2620 2021-06-07 12:18:42,956 - mmaction - INFO - Epoch [8][2380/2689] lr: 6.000e-02, eta: 23:59:22, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7609, loss_cls: 2.0270, loss: 2.0270, grad_norm: 2.1137 2021-06-07 12:19:21,404 - mmaction - INFO - Epoch [8][2400/2689] lr: 6.000e-02, eta: 23:58:24, time: 1.922, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.1697, loss: 2.1697, grad_norm: 2.2496 2021-06-07 12:20:04,821 - mmaction - INFO - Epoch [8][2420/2689] lr: 6.000e-02, eta: 23:57:34, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.1506, loss: 2.1506, grad_norm: 2.1457 2021-06-07 12:20:44,319 - mmaction - INFO - Epoch [8][2440/2689] lr: 6.000e-02, eta: 23:56:38, time: 1.975, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7375, loss_cls: 2.1620, loss: 2.1620, grad_norm: 2.1271 2021-06-07 12:21:27,784 - mmaction - INFO - Epoch [8][2460/2689] lr: 6.000e-02, eta: 23:55:49, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7344, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.2176 2021-06-07 12:22:09,918 - mmaction - INFO - Epoch [8][2480/2689] lr: 6.000e-02, eta: 23:54:58, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3186, loss: 2.3186, grad_norm: 2.1493 2021-06-07 12:22:52,741 - mmaction - INFO - Epoch [8][2500/2689] lr: 6.000e-02, eta: 23:54:07, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7438, loss_cls: 2.1574, loss: 2.1574, grad_norm: 2.0977 2021-06-07 12:23:35,003 - mmaction - INFO - Epoch [8][2520/2689] lr: 6.000e-02, eta: 23:53:16, time: 2.113, data_time: 0.002, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7547, loss_cls: 2.1555, loss: 2.1555, grad_norm: 2.2412 2021-06-07 12:24:17,158 - mmaction - INFO - Epoch [8][2540/2689] lr: 6.000e-02, eta: 23:52:25, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7047, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.0376 2021-06-07 12:25:00,545 - mmaction - INFO - Epoch [8][2560/2689] lr: 6.000e-02, eta: 23:51:36, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7734, loss_cls: 2.1391, loss: 2.1391, grad_norm: 2.1392 2021-06-07 12:25:40,820 - mmaction - INFO - Epoch [8][2580/2689] lr: 6.000e-02, eta: 23:50:41, time: 2.014, data_time: 0.001, memory: 9293, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.2659, loss: 2.2659, grad_norm: 2.1480 2021-06-07 12:26:22,130 - mmaction - INFO - Epoch [8][2600/2689] lr: 6.000e-02, eta: 23:49:48, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.1691, loss: 2.1691, grad_norm: 2.1816 2021-06-07 12:27:04,829 - mmaction - INFO - Epoch [8][2620/2689] lr: 6.000e-02, eta: 23:48:58, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7297, loss_cls: 2.2359, loss: 2.2359, grad_norm: 2.1681 2021-06-07 12:27:46,700 - mmaction - INFO - Epoch [8][2640/2689] lr: 6.000e-02, eta: 23:48:06, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.2163, loss: 2.2163, grad_norm: 2.1814 2021-06-07 12:28:28,684 - mmaction - INFO - Epoch [8][2660/2689] lr: 6.000e-02, eta: 23:47:15, time: 2.099, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7656, loss_cls: 2.0113, loss: 2.0113, grad_norm: 2.2438 2021-06-07 12:29:11,054 - mmaction - INFO - Epoch [8][2680/2689] lr: 6.000e-02, eta: 23:46:24, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2181, loss: 2.2181, grad_norm: 2.3204 2021-06-07 12:29:34,444 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-06-07 12:37:14,149 - mmaction - INFO - Epoch [9][20/2689] lr: 6.000e-02, eta: 23:56:43, time: 22.915, data_time: 21.576, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7406, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.1759 2021-06-07 12:37:39,471 - mmaction - INFO - Epoch [9][40/2689] lr: 6.000e-02, eta: 23:55:22, time: 1.267, data_time: 0.003, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7656, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.1668 2021-06-07 12:38:06,916 - mmaction - INFO - Epoch [9][60/2689] lr: 6.000e-02, eta: 23:54:04, time: 1.372, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.0652, loss: 2.0652, grad_norm: 2.1530 2021-06-07 12:38:34,744 - mmaction - INFO - Epoch [9][80/2689] lr: 6.000e-02, eta: 23:52:47, time: 1.391, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.3377 2021-06-07 12:39:05,059 - mmaction - INFO - Epoch [9][100/2689] lr: 6.000e-02, eta: 23:51:34, time: 1.516, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.3042 2021-06-07 12:39:39,046 - mmaction - INFO - Epoch [9][120/2689] lr: 6.000e-02, eta: 23:50:28, time: 1.699, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7234, loss_cls: 2.1859, loss: 2.1859, grad_norm: 2.1672 2021-06-07 12:40:16,734 - mmaction - INFO - Epoch [9][140/2689] lr: 6.000e-02, eta: 23:49:29, time: 1.884, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 1.9386, loss: 1.9386, grad_norm: 2.1544 2021-06-07 12:40:56,850 - mmaction - INFO - Epoch [9][160/2689] lr: 6.000e-02, eta: 23:48:33, time: 2.007, data_time: 0.003, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7609, loss_cls: 2.0566, loss: 2.0566, grad_norm: 2.1928 2021-06-07 12:41:37,399 - mmaction - INFO - Epoch [9][180/2689] lr: 6.000e-02, eta: 23:47:38, time: 2.027, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.2233, loss: 2.2233, grad_norm: 2.2059 2021-06-07 12:42:18,209 - mmaction - INFO - Epoch [9][200/2689] lr: 6.000e-02, eta: 23:46:44, time: 2.040, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0160, loss: 2.0160, grad_norm: 2.1535 2021-06-07 12:42:56,515 - mmaction - INFO - Epoch [9][220/2689] lr: 6.000e-02, eta: 23:45:46, time: 1.916, data_time: 0.001, memory: 9293, top1_acc: 0.4328, top5_acc: 0.7375, loss_cls: 2.1965, loss: 2.1965, grad_norm: 2.0952 2021-06-07 12:43:36,933 - mmaction - INFO - Epoch [9][240/2689] lr: 6.000e-02, eta: 23:44:51, time: 2.021, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.1305 2021-06-07 12:44:16,083 - mmaction - INFO - Epoch [9][260/2689] lr: 6.000e-02, eta: 23:43:54, time: 1.957, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7500, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.3438 2021-06-07 12:44:57,597 - mmaction - INFO - Epoch [9][280/2689] lr: 6.000e-02, eta: 23:43:01, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.1939 2021-06-07 12:45:38,218 - mmaction - INFO - Epoch [9][300/2689] lr: 6.000e-02, eta: 23:42:07, time: 2.031, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7609, loss_cls: 2.0505, loss: 2.0505, grad_norm: 2.1284 2021-06-07 12:46:19,713 - mmaction - INFO - Epoch [9][320/2689] lr: 6.000e-02, eta: 23:41:14, time: 2.074, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7297, loss_cls: 2.1758, loss: 2.1758, grad_norm: 2.4132 2021-06-07 12:47:01,086 - mmaction - INFO - Epoch [9][340/2689] lr: 6.000e-02, eta: 23:40:21, time: 2.069, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7734, loss_cls: 2.0256, loss: 2.0256, grad_norm: 2.1206 2021-06-07 12:47:43,255 - mmaction - INFO - Epoch [9][360/2689] lr: 6.000e-02, eta: 23:39:29, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7063, loss_cls: 2.2901, loss: 2.2901, grad_norm: 2.3943 2021-06-07 12:48:25,282 - mmaction - INFO - Epoch [9][380/2689] lr: 6.000e-02, eta: 23:38:37, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7469, loss_cls: 2.1973, loss: 2.1973, grad_norm: 2.3066 2021-06-07 12:49:08,205 - mmaction - INFO - Epoch [9][400/2689] lr: 6.000e-02, eta: 23:37:47, time: 2.147, data_time: 0.002, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7609, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.2018 2021-06-07 12:49:50,573 - mmaction - INFO - Epoch [9][420/2689] lr: 6.000e-02, eta: 23:36:55, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7359, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.2134 2021-06-07 12:50:33,991 - mmaction - INFO - Epoch [9][440/2689] lr: 6.000e-02, eta: 23:36:06, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.2025 2021-06-07 12:51:17,108 - mmaction - INFO - Epoch [9][460/2689] lr: 6.000e-02, eta: 23:35:16, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7328, loss_cls: 2.2399, loss: 2.2399, grad_norm: 2.2349 2021-06-07 12:51:59,875 - mmaction - INFO - Epoch [9][480/2689] lr: 6.000e-02, eta: 23:34:25, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.2380, loss: 2.2380, grad_norm: 2.1341 2021-06-07 12:52:43,838 - mmaction - INFO - Epoch [9][500/2689] lr: 6.000e-02, eta: 23:33:37, time: 2.199, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7750, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.1389 2021-06-07 12:53:28,917 - mmaction - INFO - Epoch [9][520/2689] lr: 6.000e-02, eta: 23:32:50, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7469, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.2212 2021-06-07 12:54:12,955 - mmaction - INFO - Epoch [9][540/2689] lr: 6.000e-02, eta: 23:32:02, time: 2.202, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.2337, loss: 2.2337, grad_norm: 2.1592 2021-06-07 12:54:57,380 - mmaction - INFO - Epoch [9][560/2689] lr: 6.000e-02, eta: 23:31:14, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.0067, loss: 2.0067, grad_norm: 2.1934 2021-06-07 12:55:39,650 - mmaction - INFO - Epoch [9][580/2689] lr: 6.000e-02, eta: 23:30:23, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7547, loss_cls: 2.0932, loss: 2.0932, grad_norm: 2.1787 2021-06-07 12:56:24,217 - mmaction - INFO - Epoch [9][600/2689] lr: 6.000e-02, eta: 23:29:35, time: 2.229, data_time: 0.002, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7484, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.2334 2021-06-07 12:57:09,452 - mmaction - INFO - Epoch [9][620/2689] lr: 6.000e-02, eta: 23:28:49, time: 2.261, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7828, loss_cls: 1.9467, loss: 1.9467, grad_norm: 2.1785 2021-06-07 12:57:51,391 - mmaction - INFO - Epoch [9][640/2689] lr: 6.000e-02, eta: 23:27:57, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7750, loss_cls: 2.0043, loss: 2.0043, grad_norm: 2.1519 2021-06-07 12:58:37,243 - mmaction - INFO - Epoch [9][660/2689] lr: 6.000e-02, eta: 23:27:12, time: 2.293, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7391, loss_cls: 2.1936, loss: 2.1936, grad_norm: 2.2741 2021-06-07 12:59:22,514 - mmaction - INFO - Epoch [9][680/2689] lr: 6.000e-02, eta: 23:26:25, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7391, loss_cls: 2.1243, loss: 2.1243, grad_norm: 2.2360 2021-06-07 13:00:08,617 - mmaction - INFO - Epoch [9][700/2689] lr: 6.000e-02, eta: 23:25:40, time: 2.305, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.3085, loss: 2.3085, grad_norm: 2.2229 2021-06-07 13:00:53,296 - mmaction - INFO - Epoch [9][720/2689] lr: 6.000e-02, eta: 23:24:53, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7266, loss_cls: 2.2940, loss: 2.2940, grad_norm: 2.1841 2021-06-07 13:01:38,379 - mmaction - INFO - Epoch [9][740/2689] lr: 6.000e-02, eta: 23:24:07, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7641, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.1619 2021-06-07 13:02:24,311 - mmaction - INFO - Epoch [9][760/2689] lr: 6.000e-02, eta: 23:23:21, time: 2.297, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7547, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.2200 2021-06-07 13:03:09,763 - mmaction - INFO - Epoch [9][780/2689] lr: 6.000e-02, eta: 23:22:35, time: 2.273, data_time: 0.001, memory: 9293, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.1882, loss: 2.1882, grad_norm: 2.1909 2021-06-07 13:03:55,061 - mmaction - INFO - Epoch [9][800/2689] lr: 6.000e-02, eta: 23:21:49, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7578, loss_cls: 2.0891, loss: 2.0891, grad_norm: 2.1586 2021-06-07 13:04:40,667 - mmaction - INFO - Epoch [9][820/2689] lr: 6.000e-02, eta: 23:21:03, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.0733 2021-06-07 13:05:25,613 - mmaction - INFO - Epoch [9][840/2689] lr: 6.000e-02, eta: 23:20:17, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7688, loss_cls: 2.1029, loss: 2.1029, grad_norm: 2.1694 2021-06-07 13:06:11,049 - mmaction - INFO - Epoch [9][860/2689] lr: 6.000e-02, eta: 23:19:31, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.1737 2021-06-07 13:06:51,825 - mmaction - INFO - Epoch [9][880/2689] lr: 6.000e-02, eta: 23:18:37, time: 2.039, data_time: 0.001, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.1598, loss: 2.1598, grad_norm: 2.2637 2021-06-07 13:07:36,265 - mmaction - INFO - Epoch [9][900/2689] lr: 6.000e-02, eta: 23:17:49, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.0374, loss: 2.0374, grad_norm: 2.1591 2021-06-07 13:08:21,749 - mmaction - INFO - Epoch [9][920/2689] lr: 6.000e-02, eta: 23:17:03, time: 2.274, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 1.9734, loss: 1.9734, grad_norm: 2.1023 2021-06-07 13:09:07,730 - mmaction - INFO - Epoch [9][940/2689] lr: 6.000e-02, eta: 23:16:18, time: 2.299, data_time: 0.001, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7344, loss_cls: 2.2274, loss: 2.2274, grad_norm: 2.2205 2021-06-07 13:09:49,533 - mmaction - INFO - Epoch [9][960/2689] lr: 6.000e-02, eta: 23:15:26, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7688, loss_cls: 2.0322, loss: 2.0322, grad_norm: 2.1631 2021-06-07 13:10:34,868 - mmaction - INFO - Epoch [9][980/2689] lr: 6.000e-02, eta: 23:14:40, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.4234, top5_acc: 0.7578, loss_cls: 2.1618, loss: 2.1618, grad_norm: 2.2201 2021-06-07 13:11:21,051 - mmaction - INFO - Epoch [9][1000/2689] lr: 6.000e-02, eta: 23:13:55, time: 2.310, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.0999 2021-06-07 13:12:06,144 - mmaction - INFO - Epoch [9][1020/2689] lr: 6.000e-02, eta: 23:13:09, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7562, loss_cls: 2.1714, loss: 2.1714, grad_norm: 2.2679 2021-06-07 13:12:52,056 - mmaction - INFO - Epoch [9][1040/2689] lr: 6.000e-02, eta: 23:12:24, time: 2.296, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7625, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.0879 2021-06-07 13:13:34,239 - mmaction - INFO - Epoch [9][1060/2689] lr: 6.000e-02, eta: 23:11:32, time: 2.109, data_time: 0.002, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7531, loss_cls: 2.2252, loss: 2.2252, grad_norm: 2.1907 2021-06-07 13:14:16,709 - mmaction - INFO - Epoch [9][1080/2689] lr: 6.000e-02, eta: 23:10:42, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7609, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.2409 2021-06-07 13:15:01,747 - mmaction - INFO - Epoch [9][1100/2689] lr: 6.000e-02, eta: 23:09:55, time: 2.252, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7578, loss_cls: 2.1233, loss: 2.1233, grad_norm: 2.2050 2021-06-07 13:15:47,492 - mmaction - INFO - Epoch [9][1120/2689] lr: 6.000e-02, eta: 23:09:09, time: 2.288, data_time: 0.001, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7562, loss_cls: 2.1033, loss: 2.1033, grad_norm: 2.2038 2021-06-07 13:16:29,871 - mmaction - INFO - Epoch [9][1140/2689] lr: 6.000e-02, eta: 23:08:19, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.1986, loss: 2.1986, grad_norm: 2.1940 2021-06-07 13:17:13,951 - mmaction - INFO - Epoch [9][1160/2689] lr: 6.000e-02, eta: 23:07:30, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.4219, top5_acc: 0.7188, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.2222 2021-06-07 13:17:59,212 - mmaction - INFO - Epoch [9][1180/2689] lr: 6.000e-02, eta: 23:06:44, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7547, loss_cls: 2.1584, loss: 2.1584, grad_norm: 2.2247 2021-06-07 13:18:42,682 - mmaction - INFO - Epoch [9][1200/2689] lr: 6.000e-02, eta: 23:05:55, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1151, loss: 2.1151, grad_norm: 2.2126 2021-06-07 13:19:28,547 - mmaction - INFO - Epoch [9][1220/2689] lr: 6.000e-02, eta: 23:05:10, time: 2.293, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7641, loss_cls: 2.0348, loss: 2.0348, grad_norm: 2.1527 2021-06-07 13:20:15,128 - mmaction - INFO - Epoch [9][1240/2689] lr: 6.000e-02, eta: 23:04:26, time: 2.329, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7281, loss_cls: 2.1937, loss: 2.1937, grad_norm: 2.2832 2021-06-07 13:21:01,285 - mmaction - INFO - Epoch [9][1260/2689] lr: 6.000e-02, eta: 23:03:41, time: 2.308, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7312, loss_cls: 2.0952, loss: 2.0952, grad_norm: 2.0588 2021-06-07 13:21:46,401 - mmaction - INFO - Epoch [9][1280/2689] lr: 6.000e-02, eta: 23:02:54, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7422, loss_cls: 2.1709, loss: 2.1709, grad_norm: 2.2832 2021-06-07 13:22:31,961 - mmaction - INFO - Epoch [9][1300/2689] lr: 6.000e-02, eta: 23:02:09, time: 2.278, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7578, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.1595 2021-06-07 13:23:17,039 - mmaction - INFO - Epoch [9][1320/2689] lr: 6.000e-02, eta: 23:01:22, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.0838, loss: 2.0838, grad_norm: 2.2466 2021-06-07 13:24:02,649 - mmaction - INFO - Epoch [9][1340/2689] lr: 6.000e-02, eta: 23:00:37, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7875, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.2421 2021-06-07 13:24:47,665 - mmaction - INFO - Epoch [9][1360/2689] lr: 6.000e-02, eta: 22:59:50, time: 2.251, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.1735 2021-06-07 13:25:34,010 - mmaction - INFO - Epoch [9][1380/2689] lr: 6.000e-02, eta: 22:59:05, time: 2.318, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.0093, loss: 2.0093, grad_norm: 2.2031 2021-06-07 13:26:18,919 - mmaction - INFO - Epoch [9][1400/2689] lr: 6.000e-02, eta: 22:58:19, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7266, loss_cls: 2.2360, loss: 2.2360, grad_norm: 2.2708 2021-06-07 13:27:04,243 - mmaction - INFO - Epoch [9][1420/2689] lr: 6.000e-02, eta: 22:57:33, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7359, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.2256 2021-06-07 13:27:49,224 - mmaction - INFO - Epoch [9][1440/2689] lr: 6.000e-02, eta: 22:56:46, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.4484, top5_acc: 0.7453, loss_cls: 2.1504, loss: 2.1504, grad_norm: 2.1426 2021-06-07 13:28:34,259 - mmaction - INFO - Epoch [9][1460/2689] lr: 6.000e-02, eta: 22:55:59, time: 2.251, data_time: 0.002, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7500, loss_cls: 2.0256, loss: 2.0256, grad_norm: 2.1572 2021-06-07 13:29:20,097 - mmaction - INFO - Epoch [9][1480/2689] lr: 6.000e-02, eta: 22:55:14, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7516, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.2087 2021-06-07 13:30:04,868 - mmaction - INFO - Epoch [9][1500/2689] lr: 6.000e-02, eta: 22:54:27, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7703, loss_cls: 1.9926, loss: 1.9926, grad_norm: 2.1032 2021-06-07 13:30:48,928 - mmaction - INFO - Epoch [9][1520/2689] lr: 6.000e-02, eta: 22:53:39, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7297, loss_cls: 2.1705, loss: 2.1705, grad_norm: 2.1582 2021-06-07 13:31:33,642 - mmaction - INFO - Epoch [9][1540/2689] lr: 6.000e-02, eta: 22:52:52, time: 2.235, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7562, loss_cls: 2.0423, loss: 2.0423, grad_norm: 2.3236 2021-06-07 13:32:16,341 - mmaction - INFO - Epoch [9][1560/2689] lr: 6.000e-02, eta: 22:52:02, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.1795 2021-06-07 13:32:59,212 - mmaction - INFO - Epoch [9][1580/2689] lr: 6.000e-02, eta: 22:51:12, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.4266, top5_acc: 0.7203, loss_cls: 2.2809, loss: 2.2809, grad_norm: 2.3737 2021-06-07 13:33:43,425 - mmaction - INFO - Epoch [9][1600/2689] lr: 6.000e-02, eta: 22:50:24, time: 2.211, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.0924 2021-06-07 13:34:22,436 - mmaction - INFO - Epoch [9][1620/2689] lr: 6.000e-02, eta: 22:49:28, time: 1.951, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.2062 2021-06-07 13:35:04,001 - mmaction - INFO - Epoch [9][1640/2689] lr: 6.000e-02, eta: 22:48:36, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.1756 2021-06-07 13:35:46,311 - mmaction - INFO - Epoch [9][1660/2689] lr: 6.000e-02, eta: 22:47:45, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.0822, loss: 2.0822, grad_norm: 2.1742 2021-06-07 13:36:26,101 - mmaction - INFO - Epoch [9][1680/2689] lr: 6.000e-02, eta: 22:46:51, time: 1.990, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1760, loss: 2.1760, grad_norm: 2.1703 2021-06-07 13:37:06,237 - mmaction - INFO - Epoch [9][1700/2689] lr: 6.000e-02, eta: 22:45:57, time: 2.007, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7750, loss_cls: 1.9814, loss: 1.9814, grad_norm: 2.1983 2021-06-07 13:37:48,970 - mmaction - INFO - Epoch [9][1720/2689] lr: 6.000e-02, eta: 22:45:07, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7500, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.1888 2021-06-07 13:38:30,177 - mmaction - INFO - Epoch [9][1740/2689] lr: 6.000e-02, eta: 22:44:14, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7641, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.2650 2021-06-07 13:39:08,853 - mmaction - INFO - Epoch [9][1760/2689] lr: 6.000e-02, eta: 22:43:18, time: 1.934, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7484, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.2729 2021-06-07 13:39:47,529 - mmaction - INFO - Epoch [9][1780/2689] lr: 6.000e-02, eta: 22:42:22, time: 1.934, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7641, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.1145 2021-06-07 13:40:30,011 - mmaction - INFO - Epoch [9][1800/2689] lr: 6.000e-02, eta: 22:41:31, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 2.0355, loss: 2.0355, grad_norm: 2.0705 2021-06-07 13:41:12,663 - mmaction - INFO - Epoch [9][1820/2689] lr: 6.000e-02, eta: 22:40:41, time: 2.133, data_time: 0.002, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.1697 2021-06-07 13:41:51,060 - mmaction - INFO - Epoch [9][1840/2689] lr: 6.000e-02, eta: 22:39:45, time: 1.920, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.1564, loss: 2.1564, grad_norm: 2.3353 2021-06-07 13:42:31,426 - mmaction - INFO - Epoch [9][1860/2689] lr: 6.000e-02, eta: 22:38:51, time: 2.018, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7516, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.1141 2021-06-07 13:43:13,616 - mmaction - INFO - Epoch [9][1880/2689] lr: 6.000e-02, eta: 22:38:00, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.2448, loss: 2.2448, grad_norm: 2.2165 2021-06-07 13:43:57,955 - mmaction - INFO - Epoch [9][1900/2689] lr: 6.000e-02, eta: 22:37:13, time: 2.217, data_time: 0.002, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7531, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.1025 2021-06-07 13:44:41,627 - mmaction - INFO - Epoch [9][1920/2689] lr: 6.000e-02, eta: 22:36:25, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7516, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.1997 2021-06-07 13:45:26,732 - mmaction - INFO - Epoch [9][1940/2689] lr: 6.000e-02, eta: 22:35:38, time: 2.255, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.1156 2021-06-07 13:46:11,619 - mmaction - INFO - Epoch [9][1960/2689] lr: 6.000e-02, eta: 22:34:52, time: 2.244, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7422, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.2255 2021-06-07 13:46:55,372 - mmaction - INFO - Epoch [9][1980/2689] lr: 6.000e-02, eta: 22:34:03, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7766, loss_cls: 1.8955, loss: 1.8955, grad_norm: 2.1534 2021-06-07 13:47:39,501 - mmaction - INFO - Epoch [9][2000/2689] lr: 6.000e-02, eta: 22:33:16, time: 2.206, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.2070 2021-06-07 13:48:21,377 - mmaction - INFO - Epoch [9][2020/2689] lr: 6.000e-02, eta: 22:32:25, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7516, loss_cls: 2.1304, loss: 2.1304, grad_norm: 2.1970 2021-06-07 13:49:05,742 - mmaction - INFO - Epoch [9][2040/2689] lr: 6.000e-02, eta: 22:31:37, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.2713, loss: 2.2713, grad_norm: 2.2304 2021-06-07 13:49:48,934 - mmaction - INFO - Epoch [9][2060/2689] lr: 6.000e-02, eta: 22:30:48, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.4125, top5_acc: 0.7109, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.2939 2021-06-07 13:50:34,323 - mmaction - INFO - Epoch [9][2080/2689] lr: 6.000e-02, eta: 22:30:02, time: 2.269, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7406, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.1773 2021-06-07 13:51:19,989 - mmaction - INFO - Epoch [9][2100/2689] lr: 6.000e-02, eta: 22:29:17, time: 2.283, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.2578, loss: 2.2578, grad_norm: 2.1184 2021-06-07 13:52:04,130 - mmaction - INFO - Epoch [9][2120/2689] lr: 6.000e-02, eta: 22:28:29, time: 2.207, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.0930, loss: 2.0930, grad_norm: 2.1336 2021-06-07 13:52:47,284 - mmaction - INFO - Epoch [9][2140/2689] lr: 6.000e-02, eta: 22:27:40, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1099, loss: 2.1099, grad_norm: 2.2303 2021-06-07 13:53:33,011 - mmaction - INFO - Epoch [9][2160/2689] lr: 6.000e-02, eta: 22:26:55, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 1.9849, loss: 1.9849, grad_norm: 2.1235 2021-06-07 13:54:16,701 - mmaction - INFO - Epoch [9][2180/2689] lr: 6.000e-02, eta: 22:26:06, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.4422, top5_acc: 0.6937, loss_cls: 2.2632, loss: 2.2632, grad_norm: 2.2125 2021-06-07 13:55:01,037 - mmaction - INFO - Epoch [9][2200/2689] lr: 6.000e-02, eta: 22:25:19, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 1.9833, loss: 1.9833, grad_norm: 2.1417 2021-06-07 13:55:47,995 - mmaction - INFO - Epoch [9][2220/2689] lr: 6.000e-02, eta: 22:24:36, time: 2.348, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7703, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.2243 2021-06-07 13:56:32,730 - mmaction - INFO - Epoch [9][2240/2689] lr: 6.000e-02, eta: 22:23:49, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.1718, loss: 2.1718, grad_norm: 2.1405 2021-06-07 13:57:18,368 - mmaction - INFO - Epoch [9][2260/2689] lr: 6.000e-02, eta: 22:23:04, time: 2.282, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7547, loss_cls: 1.9885, loss: 1.9885, grad_norm: 2.1827 2021-06-07 13:58:04,332 - mmaction - INFO - Epoch [9][2280/2689] lr: 6.000e-02, eta: 22:22:19, time: 2.298, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7953, loss_cls: 1.9802, loss: 1.9802, grad_norm: 2.1679 2021-06-07 13:58:49,907 - mmaction - INFO - Epoch [9][2300/2689] lr: 6.000e-02, eta: 22:21:33, time: 2.279, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7234, loss_cls: 2.2088, loss: 2.2088, grad_norm: 2.2231 2021-06-07 13:59:31,743 - mmaction - INFO - Epoch [9][2320/2689] lr: 6.000e-02, eta: 22:20:42, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.1235 2021-06-07 14:00:17,338 - mmaction - INFO - Epoch [9][2340/2689] lr: 6.000e-02, eta: 22:19:57, time: 2.280, data_time: 0.002, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7562, loss_cls: 2.0957, loss: 2.0957, grad_norm: 2.1743 2021-06-07 14:01:03,147 - mmaction - INFO - Epoch [9][2360/2689] lr: 6.000e-02, eta: 22:19:11, time: 2.290, data_time: 0.002, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7359, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.2033 2021-06-07 14:01:47,758 - mmaction - INFO - Epoch [9][2380/2689] lr: 6.000e-02, eta: 22:18:25, time: 2.231, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.2181, loss: 2.2181, grad_norm: 2.1052 2021-06-07 14:02:33,477 - mmaction - INFO - Epoch [9][2400/2689] lr: 6.000e-02, eta: 22:17:39, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7562, loss_cls: 2.1367, loss: 2.1367, grad_norm: 2.1863 2021-06-07 14:03:19,955 - mmaction - INFO - Epoch [9][2420/2689] lr: 6.000e-02, eta: 22:16:55, time: 2.324, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.2171, loss: 2.2171, grad_norm: 2.1402 2021-06-07 14:04:05,818 - mmaction - INFO - Epoch [9][2440/2689] lr: 6.000e-02, eta: 22:16:10, time: 2.294, data_time: 0.002, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7625, loss_cls: 2.0574, loss: 2.0574, grad_norm: 2.2273 2021-06-07 14:04:50,444 - mmaction - INFO - Epoch [9][2460/2689] lr: 6.000e-02, eta: 22:15:23, time: 2.231, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7422, loss_cls: 2.1315, loss: 2.1315, grad_norm: 2.2241 2021-06-07 14:05:36,506 - mmaction - INFO - Epoch [9][2480/2689] lr: 6.000e-02, eta: 22:14:38, time: 2.303, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.1973 2021-06-07 14:06:22,224 - mmaction - INFO - Epoch [9][2500/2689] lr: 6.000e-02, eta: 22:13:53, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7203, loss_cls: 2.2295, loss: 2.2295, grad_norm: 2.1963 2021-06-07 14:07:07,935 - mmaction - INFO - Epoch [9][2520/2689] lr: 6.000e-02, eta: 22:13:08, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7594, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.1831 2021-06-07 14:07:52,783 - mmaction - INFO - Epoch [9][2540/2689] lr: 6.000e-02, eta: 22:12:21, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.4594, top5_acc: 0.7438, loss_cls: 2.1993, loss: 2.1993, grad_norm: 2.1544 2021-06-07 14:08:38,743 - mmaction - INFO - Epoch [9][2560/2689] lr: 6.000e-02, eta: 22:11:36, time: 2.298, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.1624, loss: 2.1624, grad_norm: 2.2027 2021-06-07 14:09:23,486 - mmaction - INFO - Epoch [9][2580/2689] lr: 6.000e-02, eta: 22:10:50, time: 2.237, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.0807 2021-06-07 14:10:07,817 - mmaction - INFO - Epoch [9][2600/2689] lr: 6.000e-02, eta: 22:10:02, time: 2.216, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7906, loss_cls: 2.0090, loss: 2.0090, grad_norm: 2.1158 2021-06-07 14:10:51,323 - mmaction - INFO - Epoch [9][2620/2689] lr: 6.000e-02, eta: 22:09:14, time: 2.175, data_time: 0.002, memory: 9293, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.1896, loss: 2.1896, grad_norm: 2.2253 2021-06-07 14:11:37,168 - mmaction - INFO - Epoch [9][2640/2689] lr: 6.000e-02, eta: 22:08:29, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.1063 2021-06-07 14:12:22,754 - mmaction - INFO - Epoch [9][2660/2689] lr: 6.000e-02, eta: 22:07:43, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7906, loss_cls: 1.9994, loss: 1.9994, grad_norm: 2.2022 2021-06-07 14:13:08,339 - mmaction - INFO - Epoch [9][2680/2689] lr: 6.000e-02, eta: 22:06:58, time: 2.279, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7594, loss_cls: 2.1066, loss: 2.1066, grad_norm: 2.1343 2021-06-07 14:13:32,393 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-06-07 14:21:23,323 - mmaction - INFO - Epoch [10][20/2689] lr: 6.000e-02, eta: 22:15:34, time: 23.474, data_time: 22.115, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7922, loss_cls: 1.9917, loss: 1.9917, grad_norm: 2.0365 2021-06-07 14:21:48,836 - mmaction - INFO - Epoch [10][40/2689] lr: 6.000e-02, eta: 22:14:18, time: 1.278, data_time: 0.004, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7547, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.1652 2021-06-07 14:22:15,790 - mmaction - INFO - Epoch [10][60/2689] lr: 6.000e-02, eta: 22:13:05, time: 1.347, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7547, loss_cls: 1.9976, loss: 1.9976, grad_norm: 2.1423 2021-06-07 14:22:45,775 - mmaction - INFO - Epoch [10][80/2689] lr: 6.000e-02, eta: 22:11:57, time: 1.500, data_time: 0.002, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9518, loss: 1.9518, grad_norm: 2.1653 2021-06-07 14:23:23,095 - mmaction - INFO - Epoch [10][100/2689] lr: 6.000e-02, eta: 22:10:59, time: 1.865, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7766, loss_cls: 2.0052, loss: 2.0052, grad_norm: 2.3136 2021-06-07 14:24:01,473 - mmaction - INFO - Epoch [10][120/2689] lr: 6.000e-02, eta: 22:10:02, time: 1.919, data_time: 0.002, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.1449 2021-06-07 14:24:41,249 - mmaction - INFO - Epoch [10][140/2689] lr: 6.000e-02, eta: 22:09:08, time: 1.989, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.2486 2021-06-07 14:25:24,745 - mmaction - INFO - Epoch [10][160/2689] lr: 6.000e-02, eta: 22:08:19, time: 2.173, data_time: 0.006, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7453, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.1056 2021-06-07 14:26:05,091 - mmaction - INFO - Epoch [10][180/2689] lr: 6.000e-02, eta: 22:07:25, time: 2.019, data_time: 0.006, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7797, loss_cls: 1.9662, loss: 1.9662, grad_norm: 2.2387 2021-06-07 14:26:46,438 - mmaction - INFO - Epoch [10][200/2689] lr: 6.000e-02, eta: 22:06:33, time: 2.068, data_time: 0.002, memory: 9293, top1_acc: 0.4422, top5_acc: 0.7297, loss_cls: 2.2245, loss: 2.2245, grad_norm: 2.3081 2021-06-07 14:27:28,978 - mmaction - INFO - Epoch [10][220/2689] lr: 6.000e-02, eta: 22:05:43, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7859, loss_cls: 1.8686, loss: 1.8686, grad_norm: 2.1677 2021-06-07 14:28:09,397 - mmaction - INFO - Epoch [10][240/2689] lr: 6.000e-02, eta: 22:04:49, time: 2.022, data_time: 0.002, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7656, loss_cls: 2.0463, loss: 2.0463, grad_norm: 2.1680 2021-06-07 14:28:50,884 - mmaction - INFO - Epoch [10][260/2689] lr: 6.000e-02, eta: 22:03:57, time: 2.074, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7672, loss_cls: 1.9832, loss: 1.9832, grad_norm: 2.1020 2021-06-07 14:29:32,415 - mmaction - INFO - Epoch [10][280/2689] lr: 6.000e-02, eta: 22:03:05, time: 2.077, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7703, loss_cls: 1.9658, loss: 1.9658, grad_norm: 2.1466 2021-06-07 14:30:15,027 - mmaction - INFO - Epoch [10][300/2689] lr: 6.000e-02, eta: 22:02:15, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7641, loss_cls: 2.1234, loss: 2.1234, grad_norm: 2.2954 2021-06-07 14:30:56,325 - mmaction - INFO - Epoch [10][320/2689] lr: 6.000e-02, eta: 22:01:23, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 1.8926, loss: 1.8926, grad_norm: 2.0538 2021-06-07 14:31:37,654 - mmaction - INFO - Epoch [10][340/2689] lr: 6.000e-02, eta: 22:00:31, time: 2.066, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7734, loss_cls: 2.0629, loss: 2.0629, grad_norm: 2.1374 2021-06-07 14:32:19,875 - mmaction - INFO - Epoch [10][360/2689] lr: 6.000e-02, eta: 21:59:40, time: 2.111, data_time: 0.002, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7672, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.1682 2021-06-07 14:33:01,292 - mmaction - INFO - Epoch [10][380/2689] lr: 6.000e-02, eta: 21:58:48, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.9452, loss: 1.9452, grad_norm: 2.1096 2021-06-07 14:33:44,097 - mmaction - INFO - Epoch [10][400/2689] lr: 6.000e-02, eta: 21:57:58, time: 2.140, data_time: 0.002, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7703, loss_cls: 2.0055, loss: 2.0055, grad_norm: 2.1567 2021-06-07 14:34:24,846 - mmaction - INFO - Epoch [10][420/2689] lr: 6.000e-02, eta: 21:57:05, time: 2.038, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1252, loss: 2.1252, grad_norm: 2.1126 2021-06-07 14:35:06,298 - mmaction - INFO - Epoch [10][440/2689] lr: 6.000e-02, eta: 21:56:14, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7797, loss_cls: 1.9796, loss: 1.9796, grad_norm: 2.1446 2021-06-07 14:35:47,919 - mmaction - INFO - Epoch [10][460/2689] lr: 6.000e-02, eta: 21:55:22, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7828, loss_cls: 1.9766, loss: 1.9766, grad_norm: 2.1506 2021-06-07 14:36:29,646 - mmaction - INFO - Epoch [10][480/2689] lr: 6.000e-02, eta: 21:54:31, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7859, loss_cls: 1.9027, loss: 1.9027, grad_norm: 2.0648 2021-06-07 14:37:11,818 - mmaction - INFO - Epoch [10][500/2689] lr: 6.000e-02, eta: 21:53:40, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 1.8963, loss: 1.8963, grad_norm: 2.1458 2021-06-07 14:37:52,563 - mmaction - INFO - Epoch [10][520/2689] lr: 6.000e-02, eta: 21:52:47, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0131, loss: 2.0131, grad_norm: 2.1612 2021-06-07 14:38:34,447 - mmaction - INFO - Epoch [10][540/2689] lr: 6.000e-02, eta: 21:51:56, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7656, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.2666 2021-06-07 14:39:16,921 - mmaction - INFO - Epoch [10][560/2689] lr: 6.000e-02, eta: 21:51:06, time: 2.123, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7641, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.1549 2021-06-07 14:39:58,223 - mmaction - INFO - Epoch [10][580/2689] lr: 6.000e-02, eta: 21:50:14, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7703, loss_cls: 2.0943, loss: 2.0943, grad_norm: 2.1538 2021-06-07 14:40:40,287 - mmaction - INFO - Epoch [10][600/2689] lr: 6.000e-02, eta: 21:49:23, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7641, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.3546 2021-06-07 14:41:24,881 - mmaction - INFO - Epoch [10][620/2689] lr: 6.000e-02, eta: 21:48:36, time: 2.230, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7609, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.1877 2021-06-07 14:42:08,612 - mmaction - INFO - Epoch [10][640/2689] lr: 6.000e-02, eta: 21:47:47, time: 2.187, data_time: 0.001, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7328, loss_cls: 2.1636, loss: 2.1636, grad_norm: 2.2027 2021-06-07 14:42:53,898 - mmaction - INFO - Epoch [10][660/2689] lr: 6.000e-02, eta: 21:47:01, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.1450 2021-06-07 14:43:38,727 - mmaction - INFO - Epoch [10][680/2689] lr: 6.000e-02, eta: 21:46:14, time: 2.241, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7391, loss_cls: 2.1074, loss: 2.1074, grad_norm: 2.1906 2021-06-07 14:44:22,982 - mmaction - INFO - Epoch [10][700/2689] lr: 6.000e-02, eta: 21:45:26, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7672, loss_cls: 1.9959, loss: 1.9959, grad_norm: 2.1108 2021-06-07 14:45:07,930 - mmaction - INFO - Epoch [10][720/2689] lr: 6.000e-02, eta: 21:44:39, time: 2.248, data_time: 0.002, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7406, loss_cls: 2.1596, loss: 2.1596, grad_norm: 2.2222 2021-06-07 14:45:49,974 - mmaction - INFO - Epoch [10][740/2689] lr: 6.000e-02, eta: 21:43:49, time: 2.102, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.1635, loss: 2.1635, grad_norm: 2.1015 2021-06-07 14:46:33,065 - mmaction - INFO - Epoch [10][760/2689] lr: 6.000e-02, eta: 21:42:59, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7797, loss_cls: 1.9374, loss: 1.9374, grad_norm: 2.1443 2021-06-07 14:47:15,184 - mmaction - INFO - Epoch [10][780/2689] lr: 6.000e-02, eta: 21:42:09, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7625, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.2400 2021-06-07 14:47:59,955 - mmaction - INFO - Epoch [10][800/2689] lr: 6.000e-02, eta: 21:41:22, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7656, loss_cls: 2.0284, loss: 2.0284, grad_norm: 2.1998 2021-06-07 14:48:45,201 - mmaction - INFO - Epoch [10][820/2689] lr: 6.000e-02, eta: 21:40:35, time: 2.262, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0016, loss: 2.0016, grad_norm: 2.0985 2021-06-07 14:49:29,549 - mmaction - INFO - Epoch [10][840/2689] lr: 6.000e-02, eta: 21:39:48, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7766, loss_cls: 1.9953, loss: 1.9953, grad_norm: 2.0987 2021-06-07 14:50:10,566 - mmaction - INFO - Epoch [10][860/2689] lr: 6.000e-02, eta: 21:38:56, time: 2.051, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7578, loss_cls: 2.0348, loss: 2.0348, grad_norm: 2.1891 2021-06-07 14:50:53,310 - mmaction - INFO - Epoch [10][880/2689] lr: 6.000e-02, eta: 21:38:06, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 1.9662, loss: 1.9662, grad_norm: 2.1317 2021-06-07 14:51:35,078 - mmaction - INFO - Epoch [10][900/2689] lr: 6.000e-02, eta: 21:37:15, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1444, loss: 2.1444, grad_norm: 2.1721 2021-06-07 14:52:17,042 - mmaction - INFO - Epoch [10][920/2689] lr: 6.000e-02, eta: 21:36:24, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.4391, top5_acc: 0.7516, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.2727 2021-06-07 14:52:57,515 - mmaction - INFO - Epoch [10][940/2689] lr: 6.000e-02, eta: 21:35:31, time: 2.023, data_time: 0.001, memory: 9293, top1_acc: 0.4516, top5_acc: 0.7469, loss_cls: 2.1629, loss: 2.1629, grad_norm: 2.2646 2021-06-07 14:53:40,005 - mmaction - INFO - Epoch [10][960/2689] lr: 6.000e-02, eta: 21:34:41, time: 2.125, data_time: 0.002, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.0977, loss: 2.0977, grad_norm: 2.2520 2021-06-07 14:54:20,590 - mmaction - INFO - Epoch [10][980/2689] lr: 6.000e-02, eta: 21:33:49, time: 2.029, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8063, loss_cls: 1.8467, loss: 1.8467, grad_norm: 2.2224 2021-06-07 14:55:02,789 - mmaction - INFO - Epoch [10][1000/2689] lr: 6.000e-02, eta: 21:32:58, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7641, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.3149 2021-06-07 14:55:44,362 - mmaction - INFO - Epoch [10][1020/2689] lr: 6.000e-02, eta: 21:32:07, time: 2.079, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7812, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.2060 2021-06-07 14:56:27,631 - mmaction - INFO - Epoch [10][1040/2689] lr: 6.000e-02, eta: 21:31:18, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.1256, loss: 2.1256, grad_norm: 2.1553 2021-06-07 14:57:08,437 - mmaction - INFO - Epoch [10][1060/2689] lr: 6.000e-02, eta: 21:30:26, time: 2.041, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7641, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.1076 2021-06-07 14:57:50,132 - mmaction - INFO - Epoch [10][1080/2689] lr: 6.000e-02, eta: 21:29:35, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.1223, loss: 2.1223, grad_norm: 2.1719 2021-06-07 14:58:29,800 - mmaction - INFO - Epoch [10][1100/2689] lr: 6.000e-02, eta: 21:28:41, time: 1.983, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7500, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.2177 2021-06-07 14:59:12,350 - mmaction - INFO - Epoch [10][1120/2689] lr: 6.000e-02, eta: 21:27:51, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.1476 2021-06-07 14:59:53,761 - mmaction - INFO - Epoch [10][1140/2689] lr: 6.000e-02, eta: 21:27:00, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7547, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.0374 2021-06-07 15:00:35,374 - mmaction - INFO - Epoch [10][1160/2689] lr: 6.000e-02, eta: 21:26:09, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.4562, top5_acc: 0.7469, loss_cls: 2.0813, loss: 2.0813, grad_norm: 2.2488 2021-06-07 15:01:18,879 - mmaction - INFO - Epoch [10][1180/2689] lr: 6.000e-02, eta: 21:25:20, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7969, loss_cls: 1.9502, loss: 1.9502, grad_norm: 2.1982 2021-06-07 15:02:01,134 - mmaction - INFO - Epoch [10][1200/2689] lr: 6.000e-02, eta: 21:24:30, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 1.9999, loss: 1.9999, grad_norm: 2.1592 2021-06-07 15:02:44,229 - mmaction - INFO - Epoch [10][1220/2689] lr: 6.000e-02, eta: 21:23:41, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7484, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.1972 2021-06-07 15:03:27,683 - mmaction - INFO - Epoch [10][1240/2689] lr: 6.000e-02, eta: 21:22:52, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7812, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.1526 2021-06-07 15:04:07,208 - mmaction - INFO - Epoch [10][1260/2689] lr: 6.000e-02, eta: 21:21:59, time: 1.976, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7703, loss_cls: 2.0640, loss: 2.0640, grad_norm: 2.2337 2021-06-07 15:04:51,068 - mmaction - INFO - Epoch [10][1280/2689] lr: 6.000e-02, eta: 21:21:11, time: 2.193, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7578, loss_cls: 2.0594, loss: 2.0594, grad_norm: 2.1879 2021-06-07 15:05:34,742 - mmaction - INFO - Epoch [10][1300/2689] lr: 6.000e-02, eta: 21:20:22, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7453, loss_cls: 2.1053, loss: 2.1053, grad_norm: 2.1794 2021-06-07 15:06:20,161 - mmaction - INFO - Epoch [10][1320/2689] lr: 6.000e-02, eta: 21:19:36, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0253, loss: 2.0253, grad_norm: 2.1763 2021-06-07 15:07:05,003 - mmaction - INFO - Epoch [10][1340/2689] lr: 6.000e-02, eta: 21:18:50, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7578, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.2671 2021-06-07 15:07:50,099 - mmaction - INFO - Epoch [10][1360/2689] lr: 6.000e-02, eta: 21:18:03, time: 2.255, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7812, loss_cls: 1.9793, loss: 1.9793, grad_norm: 2.1797 2021-06-07 15:08:35,623 - mmaction - INFO - Epoch [10][1380/2689] lr: 6.000e-02, eta: 21:17:17, time: 2.276, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7438, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.2182 2021-06-07 15:09:19,657 - mmaction - INFO - Epoch [10][1400/2689] lr: 6.000e-02, eta: 21:16:30, time: 2.202, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7656, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.2394 2021-06-07 15:10:02,997 - mmaction - INFO - Epoch [10][1420/2689] lr: 6.000e-02, eta: 21:15:41, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.4531, top5_acc: 0.7359, loss_cls: 2.1581, loss: 2.1581, grad_norm: 2.1929 2021-06-07 15:10:45,313 - mmaction - INFO - Epoch [10][1440/2689] lr: 6.000e-02, eta: 21:14:51, time: 2.116, data_time: 0.002, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7875, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.1877 2021-06-07 15:11:27,651 - mmaction - INFO - Epoch [10][1460/2689] lr: 6.000e-02, eta: 21:14:01, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.4547, top5_acc: 0.7562, loss_cls: 2.1087, loss: 2.1087, grad_norm: 2.1844 2021-06-07 15:12:09,607 - mmaction - INFO - Epoch [10][1480/2689] lr: 6.000e-02, eta: 21:13:11, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.4375, top5_acc: 0.7547, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.1380 2021-06-07 15:12:53,106 - mmaction - INFO - Epoch [10][1500/2689] lr: 6.000e-02, eta: 21:12:22, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7781, loss_cls: 1.9575, loss: 1.9575, grad_norm: 2.2773 2021-06-07 15:13:36,537 - mmaction - INFO - Epoch [10][1520/2689] lr: 6.000e-02, eta: 21:11:34, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7609, loss_cls: 1.9940, loss: 1.9940, grad_norm: 2.1154 2021-06-07 15:14:20,166 - mmaction - INFO - Epoch [10][1540/2689] lr: 6.000e-02, eta: 21:10:45, time: 2.181, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.1165, loss: 2.1165, grad_norm: 2.2662 2021-06-07 15:15:01,726 - mmaction - INFO - Epoch [10][1560/2689] lr: 6.000e-02, eta: 21:09:54, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7656, loss_cls: 2.0382, loss: 2.0382, grad_norm: 2.1166 2021-06-07 15:15:44,375 - mmaction - INFO - Epoch [10][1580/2689] lr: 6.000e-02, eta: 21:09:05, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0020, loss: 2.0020, grad_norm: 2.2182 2021-06-07 15:16:28,305 - mmaction - INFO - Epoch [10][1600/2689] lr: 6.000e-02, eta: 21:08:17, time: 2.197, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 1.9826, loss: 1.9826, grad_norm: 2.1294 2021-06-07 15:17:10,342 - mmaction - INFO - Epoch [10][1620/2689] lr: 6.000e-02, eta: 21:07:27, time: 2.102, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7500, loss_cls: 2.0103, loss: 2.0103, grad_norm: 2.1395 2021-06-07 15:17:53,872 - mmaction - INFO - Epoch [10][1640/2689] lr: 6.000e-02, eta: 21:06:39, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.1683 2021-06-07 15:18:35,878 - mmaction - INFO - Epoch [10][1660/2689] lr: 6.000e-02, eta: 21:05:48, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7562, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.1350 2021-06-07 15:19:18,311 - mmaction - INFO - Epoch [10][1680/2689] lr: 6.000e-02, eta: 21:04:59, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.1502 2021-06-07 15:19:59,835 - mmaction - INFO - Epoch [10][1700/2689] lr: 6.000e-02, eta: 21:04:08, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0220, loss: 2.0220, grad_norm: 2.1374 2021-06-07 15:20:42,787 - mmaction - INFO - Epoch [10][1720/2689] lr: 6.000e-02, eta: 21:03:19, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7688, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.2293 2021-06-07 15:21:25,761 - mmaction - INFO - Epoch [10][1740/2689] lr: 6.000e-02, eta: 21:02:30, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.1767 2021-06-07 15:22:06,259 - mmaction - INFO - Epoch [10][1760/2689] lr: 6.000e-02, eta: 21:01:38, time: 2.024, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 1.9692, loss: 1.9692, grad_norm: 2.1424 2021-06-07 15:22:48,948 - mmaction - INFO - Epoch [10][1780/2689] lr: 6.000e-02, eta: 21:00:48, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7672, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.1854 2021-06-07 15:23:30,773 - mmaction - INFO - Epoch [10][1800/2689] lr: 6.000e-02, eta: 20:59:58, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7641, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.0796 2021-06-07 15:24:12,618 - mmaction - INFO - Epoch [10][1820/2689] lr: 6.000e-02, eta: 20:59:07, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.1881 2021-06-07 15:24:54,465 - mmaction - INFO - Epoch [10][1840/2689] lr: 6.000e-02, eta: 20:58:17, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7703, loss_cls: 1.9974, loss: 1.9974, grad_norm: 2.1458 2021-06-07 15:25:37,963 - mmaction - INFO - Epoch [10][1860/2689] lr: 6.000e-02, eta: 20:57:29, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0091, loss: 2.0091, grad_norm: 2.2236 2021-06-07 15:26:21,957 - mmaction - INFO - Epoch [10][1880/2689] lr: 6.000e-02, eta: 20:56:41, time: 2.200, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7328, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.1213 2021-06-07 15:27:05,035 - mmaction - INFO - Epoch [10][1900/2689] lr: 6.000e-02, eta: 20:55:52, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.0149, loss: 2.0149, grad_norm: 2.2233 2021-06-07 15:27:48,827 - mmaction - INFO - Epoch [10][1920/2689] lr: 6.000e-02, eta: 20:55:05, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.4734, top5_acc: 0.7438, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.3438 2021-06-07 15:28:33,361 - mmaction - INFO - Epoch [10][1940/2689] lr: 6.000e-02, eta: 20:54:18, time: 2.226, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7703, loss_cls: 1.9970, loss: 1.9970, grad_norm: 2.1874 2021-06-07 15:29:17,419 - mmaction - INFO - Epoch [10][1960/2689] lr: 6.000e-02, eta: 20:53:30, time: 2.204, data_time: 0.002, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 1.9838, loss: 1.9838, grad_norm: 2.1754 2021-06-07 15:30:01,680 - mmaction - INFO - Epoch [10][1980/2689] lr: 6.000e-02, eta: 20:52:43, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7953, loss_cls: 1.9636, loss: 1.9636, grad_norm: 2.0598 2021-06-07 15:30:43,398 - mmaction - INFO - Epoch [10][2000/2689] lr: 6.000e-02, eta: 20:51:52, time: 2.086, data_time: 0.002, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7547, loss_cls: 2.0263, loss: 2.0263, grad_norm: 2.2271 2021-06-07 15:31:27,560 - mmaction - INFO - Epoch [10][2020/2689] lr: 6.000e-02, eta: 20:51:05, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7688, loss_cls: 1.9654, loss: 1.9654, grad_norm: 2.1980 2021-06-07 15:32:12,923 - mmaction - INFO - Epoch [10][2040/2689] lr: 6.000e-02, eta: 20:50:19, time: 2.268, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7750, loss_cls: 2.0406, loss: 2.0406, grad_norm: 2.1560 2021-06-07 15:32:58,108 - mmaction - INFO - Epoch [10][2060/2689] lr: 6.000e-02, eta: 20:49:33, time: 2.260, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.0908, loss: 2.0908, grad_norm: 2.1426 2021-06-07 15:33:44,784 - mmaction - INFO - Epoch [10][2080/2689] lr: 6.000e-02, eta: 20:48:49, time: 2.333, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.1675, loss: 2.1675, grad_norm: 2.0710 2021-06-07 15:34:28,823 - mmaction - INFO - Epoch [10][2100/2689] lr: 6.000e-02, eta: 20:48:01, time: 2.203, data_time: 0.002, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7531, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.1870 2021-06-07 15:35:14,203 - mmaction - INFO - Epoch [10][2120/2689] lr: 6.000e-02, eta: 20:47:16, time: 2.269, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7797, loss_cls: 1.9458, loss: 1.9458, grad_norm: 2.1321 2021-06-07 15:36:00,761 - mmaction - INFO - Epoch [10][2140/2689] lr: 6.000e-02, eta: 20:46:31, time: 2.328, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9864, loss: 1.9864, grad_norm: 2.2135 2021-06-07 15:36:44,789 - mmaction - INFO - Epoch [10][2160/2689] lr: 6.000e-02, eta: 20:45:44, time: 2.201, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7625, loss_cls: 1.9785, loss: 1.9785, grad_norm: 2.1721 2021-06-07 15:37:29,295 - mmaction - INFO - Epoch [10][2180/2689] lr: 6.000e-02, eta: 20:44:57, time: 2.226, data_time: 0.002, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7641, loss_cls: 2.0636, loss: 2.0636, grad_norm: 2.1687 2021-06-07 15:38:14,218 - mmaction - INFO - Epoch [10][2200/2689] lr: 6.000e-02, eta: 20:44:10, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.0536, loss: 2.0536, grad_norm: 2.1924 2021-06-07 15:38:58,127 - mmaction - INFO - Epoch [10][2220/2689] lr: 6.000e-02, eta: 20:43:23, time: 2.195, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7578, loss_cls: 2.0213, loss: 2.0213, grad_norm: 2.2003 2021-06-07 15:39:41,456 - mmaction - INFO - Epoch [10][2240/2689] lr: 6.000e-02, eta: 20:42:34, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7922, loss_cls: 1.8951, loss: 1.8951, grad_norm: 2.1365 2021-06-07 15:40:21,812 - mmaction - INFO - Epoch [10][2260/2689] lr: 6.000e-02, eta: 20:41:42, time: 2.017, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7594, loss_cls: 2.0377, loss: 2.0377, grad_norm: 2.1961 2021-06-07 15:41:03,735 - mmaction - INFO - Epoch [10][2280/2689] lr: 6.000e-02, eta: 20:40:52, time: 2.097, data_time: 0.002, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7516, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.2363 2021-06-07 15:41:47,031 - mmaction - INFO - Epoch [10][2300/2689] lr: 6.000e-02, eta: 20:40:04, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.4469, top5_acc: 0.7719, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.2342 2021-06-07 15:42:31,201 - mmaction - INFO - Epoch [10][2320/2689] lr: 6.000e-02, eta: 20:39:17, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.3164 2021-06-07 15:43:14,024 - mmaction - INFO - Epoch [10][2340/2689] lr: 6.000e-02, eta: 20:38:28, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7656, loss_cls: 2.0635, loss: 2.0635, grad_norm: 2.1347 2021-06-07 15:43:56,498 - mmaction - INFO - Epoch [10][2360/2689] lr: 6.000e-02, eta: 20:37:38, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.4609, top5_acc: 0.7734, loss_cls: 1.9724, loss: 1.9724, grad_norm: 2.1027 2021-06-07 15:44:38,827 - mmaction - INFO - Epoch [10][2380/2689] lr: 6.000e-02, eta: 20:36:49, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.2281 2021-06-07 15:45:19,000 - mmaction - INFO - Epoch [10][2400/2689] lr: 6.000e-02, eta: 20:35:57, time: 2.008, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 1.9979, loss: 1.9979, grad_norm: 2.1015 2021-06-07 15:45:58,075 - mmaction - INFO - Epoch [10][2420/2689] lr: 6.000e-02, eta: 20:35:03, time: 1.954, data_time: 0.002, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7891, loss_cls: 1.8588, loss: 1.8588, grad_norm: 2.1594 2021-06-07 15:46:40,563 - mmaction - INFO - Epoch [10][2440/2689] lr: 6.000e-02, eta: 20:34:14, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.1830, loss: 2.1830, grad_norm: 2.3200 2021-06-07 15:47:23,506 - mmaction - INFO - Epoch [10][2460/2689] lr: 6.000e-02, eta: 20:33:25, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0045, loss: 2.0045, grad_norm: 2.1340 2021-06-07 15:48:04,218 - mmaction - INFO - Epoch [10][2480/2689] lr: 6.000e-02, eta: 20:32:34, time: 2.036, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7859, loss_cls: 1.8650, loss: 1.8650, grad_norm: 2.0426 2021-06-07 15:48:46,604 - mmaction - INFO - Epoch [10][2500/2689] lr: 6.000e-02, eta: 20:31:44, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.4453, top5_acc: 0.7641, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.3573 2021-06-07 15:49:27,520 - mmaction - INFO - Epoch [10][2520/2689] lr: 6.000e-02, eta: 20:30:53, time: 2.046, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7781, loss_cls: 1.9050, loss: 1.9050, grad_norm: 2.0812 2021-06-07 15:50:06,862 - mmaction - INFO - Epoch [10][2540/2689] lr: 6.000e-02, eta: 20:30:00, time: 1.967, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.3110 2021-06-07 15:50:48,692 - mmaction - INFO - Epoch [10][2560/2689] lr: 6.000e-02, eta: 20:29:10, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.2725 2021-06-07 15:51:30,883 - mmaction - INFO - Epoch [10][2580/2689] lr: 6.000e-02, eta: 20:28:21, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 1.9461, loss: 1.9461, grad_norm: 2.1123 2021-06-07 15:52:13,004 - mmaction - INFO - Epoch [10][2600/2689] lr: 6.000e-02, eta: 20:27:31, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 1.9855, loss: 1.9855, grad_norm: 2.0273 2021-06-07 15:52:56,645 - mmaction - INFO - Epoch [10][2620/2689] lr: 6.000e-02, eta: 20:26:43, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.0137, loss: 2.0137, grad_norm: 2.2270 2021-06-07 15:53:37,733 - mmaction - INFO - Epoch [10][2640/2689] lr: 6.000e-02, eta: 20:25:52, time: 2.054, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7703, loss_cls: 2.0252, loss: 2.0252, grad_norm: 2.1610 2021-06-07 15:54:18,472 - mmaction - INFO - Epoch [10][2660/2689] lr: 6.000e-02, eta: 20:25:01, time: 2.036, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7812, loss_cls: 1.9843, loss: 1.9843, grad_norm: 2.1348 2021-06-07 15:55:01,674 - mmaction - INFO - Epoch [10][2680/2689] lr: 6.000e-02, eta: 20:24:13, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7656, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.1930 2021-06-07 15:55:24,737 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-06-07 16:03:13,410 - mmaction - INFO - Epoch [11][20/2689] lr: 6.000e-02, eta: 20:31:08, time: 23.364, data_time: 22.035, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7766, loss_cls: 1.9753, loss: 1.9753, grad_norm: 2.1602 2021-06-07 16:03:39,121 - mmaction - INFO - Epoch [11][40/2689] lr: 6.000e-02, eta: 20:29:58, time: 1.287, data_time: 0.004, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7484, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.1857 2021-06-07 16:04:06,750 - mmaction - INFO - Epoch [11][60/2689] lr: 6.000e-02, eta: 20:28:50, time: 1.381, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7516, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.1830 2021-06-07 16:04:37,970 - mmaction - INFO - Epoch [11][80/2689] lr: 6.000e-02, eta: 20:27:47, time: 1.561, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7719, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.2109 2021-06-07 16:05:15,144 - mmaction - INFO - Epoch [11][100/2689] lr: 6.000e-02, eta: 20:26:51, time: 1.856, data_time: 0.005, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.2743 2021-06-07 16:05:53,718 - mmaction - INFO - Epoch [11][120/2689] lr: 6.000e-02, eta: 20:25:57, time: 1.931, data_time: 0.008, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7672, loss_cls: 1.9805, loss: 1.9805, grad_norm: 2.0488 2021-06-07 16:06:35,076 - mmaction - INFO - Epoch [11][140/2689] lr: 6.000e-02, eta: 20:25:06, time: 2.068, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0270, loss: 2.0270, grad_norm: 2.2477 2021-06-07 16:07:17,843 - mmaction - INFO - Epoch [11][160/2689] lr: 6.000e-02, eta: 20:24:16, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7891, loss_cls: 1.9317, loss: 1.9317, grad_norm: 2.2371 2021-06-07 16:08:00,617 - mmaction - INFO - Epoch [11][180/2689] lr: 6.000e-02, eta: 20:23:27, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7672, loss_cls: 1.9582, loss: 1.9582, grad_norm: 2.1457 2021-06-07 16:08:42,727 - mmaction - INFO - Epoch [11][200/2689] lr: 6.000e-02, eta: 20:22:37, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.8731, loss: 1.8731, grad_norm: 2.1281 2021-06-07 16:09:26,360 - mmaction - INFO - Epoch [11][220/2689] lr: 6.000e-02, eta: 20:21:49, time: 2.181, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.2467 2021-06-07 16:10:08,937 - mmaction - INFO - Epoch [11][240/2689] lr: 6.000e-02, eta: 20:20:59, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.2444 2021-06-07 16:10:51,640 - mmaction - INFO - Epoch [11][260/2689] lr: 6.000e-02, eta: 20:20:10, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7625, loss_cls: 2.0440, loss: 2.0440, grad_norm: 2.1954 2021-06-07 16:11:33,851 - mmaction - INFO - Epoch [11][280/2689] lr: 6.000e-02, eta: 20:19:20, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 1.8974, loss: 1.8974, grad_norm: 2.0479 2021-06-07 16:12:15,300 - mmaction - INFO - Epoch [11][300/2689] lr: 6.000e-02, eta: 20:18:29, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7703, loss_cls: 1.9866, loss: 1.9866, grad_norm: 2.2311 2021-06-07 16:12:53,811 - mmaction - INFO - Epoch [11][320/2689] lr: 6.000e-02, eta: 20:17:35, time: 1.926, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7859, loss_cls: 1.9033, loss: 1.9033, grad_norm: 2.2298 2021-06-07 16:13:35,963 - mmaction - INFO - Epoch [11][340/2689] lr: 6.000e-02, eta: 20:16:45, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.4688, top5_acc: 0.7781, loss_cls: 2.0371, loss: 2.0371, grad_norm: 2.2308 2021-06-07 16:14:17,410 - mmaction - INFO - Epoch [11][360/2689] lr: 6.000e-02, eta: 20:15:54, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7672, loss_cls: 1.8914, loss: 1.8914, grad_norm: 2.1728 2021-06-07 16:14:59,778 - mmaction - INFO - Epoch [11][380/2689] lr: 6.000e-02, eta: 20:15:05, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7797, loss_cls: 1.8949, loss: 1.8949, grad_norm: 2.2621 2021-06-07 16:15:41,693 - mmaction - INFO - Epoch [11][400/2689] lr: 6.000e-02, eta: 20:14:15, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8569, loss: 1.8569, grad_norm: 2.2592 2021-06-07 16:16:23,260 - mmaction - INFO - Epoch [11][420/2689] lr: 6.000e-02, eta: 20:13:24, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 1.9521, loss: 1.9521, grad_norm: 2.2503 2021-06-07 16:17:04,504 - mmaction - INFO - Epoch [11][440/2689] lr: 6.000e-02, eta: 20:12:33, time: 2.062, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7812, loss_cls: 1.9670, loss: 1.9670, grad_norm: 2.2374 2021-06-07 16:17:46,050 - mmaction - INFO - Epoch [11][460/2689] lr: 6.000e-02, eta: 20:11:42, time: 2.077, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7656, loss_cls: 1.9815, loss: 1.9815, grad_norm: 2.2507 2021-06-07 16:18:27,414 - mmaction - INFO - Epoch [11][480/2689] lr: 6.000e-02, eta: 20:10:52, time: 2.069, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7594, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.1891 2021-06-07 16:19:09,435 - mmaction - INFO - Epoch [11][500/2689] lr: 6.000e-02, eta: 20:10:02, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.0415, loss: 2.0415, grad_norm: 2.3467 2021-06-07 16:19:52,437 - mmaction - INFO - Epoch [11][520/2689] lr: 6.000e-02, eta: 20:09:13, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7438, loss_cls: 2.0482, loss: 2.0482, grad_norm: 2.3149 2021-06-07 16:20:34,457 - mmaction - INFO - Epoch [11][540/2689] lr: 6.000e-02, eta: 20:08:23, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7781, loss_cls: 1.9995, loss: 1.9995, grad_norm: 2.1269 2021-06-07 16:21:17,668 - mmaction - INFO - Epoch [11][560/2689] lr: 6.000e-02, eta: 20:07:34, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7703, loss_cls: 2.0748, loss: 2.0748, grad_norm: 2.3140 2021-06-07 16:22:02,123 - mmaction - INFO - Epoch [11][580/2689] lr: 6.000e-02, eta: 20:06:47, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7578, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.2389 2021-06-07 16:22:45,322 - mmaction - INFO - Epoch [11][600/2689] lr: 6.000e-02, eta: 20:05:59, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 1.9370, loss: 1.9370, grad_norm: 2.1932 2021-06-07 16:23:30,444 - mmaction - INFO - Epoch [11][620/2689] lr: 6.000e-02, eta: 20:05:12, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7672, loss_cls: 1.9763, loss: 1.9763, grad_norm: 2.2531 2021-06-07 16:24:15,419 - mmaction - INFO - Epoch [11][640/2689] lr: 6.000e-02, eta: 20:04:26, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7766, loss_cls: 1.9713, loss: 1.9713, grad_norm: 2.2153 2021-06-07 16:24:58,287 - mmaction - INFO - Epoch [11][660/2689] lr: 6.000e-02, eta: 20:03:37, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.1214, loss: 2.1214, grad_norm: 2.2393 2021-06-07 16:25:41,686 - mmaction - INFO - Epoch [11][680/2689] lr: 6.000e-02, eta: 20:02:48, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7562, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.1107 2021-06-07 16:26:25,058 - mmaction - INFO - Epoch [11][700/2689] lr: 6.000e-02, eta: 20:02:00, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7922, loss_cls: 1.8365, loss: 1.8365, grad_norm: 2.1451 2021-06-07 16:27:08,589 - mmaction - INFO - Epoch [11][720/2689] lr: 6.000e-02, eta: 20:01:12, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.1225, loss: 2.1225, grad_norm: 2.3237 2021-06-07 16:27:52,393 - mmaction - INFO - Epoch [11][740/2689] lr: 6.000e-02, eta: 20:00:24, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8016, loss_cls: 1.8184, loss: 1.8184, grad_norm: 2.0969 2021-06-07 16:28:38,248 - mmaction - INFO - Epoch [11][760/2689] lr: 6.000e-02, eta: 19:59:39, time: 2.293, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7953, loss_cls: 1.9212, loss: 1.9212, grad_norm: 2.3339 2021-06-07 16:29:24,614 - mmaction - INFO - Epoch [11][780/2689] lr: 6.000e-02, eta: 19:58:54, time: 2.318, data_time: 0.002, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7969, loss_cls: 1.8754, loss: 1.8754, grad_norm: 2.1439 2021-06-07 16:30:08,442 - mmaction - INFO - Epoch [11][800/2689] lr: 6.000e-02, eta: 19:58:06, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7609, loss_cls: 1.9919, loss: 1.9919, grad_norm: 2.1574 2021-06-07 16:30:53,310 - mmaction - INFO - Epoch [11][820/2689] lr: 6.000e-02, eta: 19:57:19, time: 2.243, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7937, loss_cls: 1.8678, loss: 1.8678, grad_norm: 2.1660 2021-06-07 16:31:36,721 - mmaction - INFO - Epoch [11][840/2689] lr: 6.000e-02, eta: 19:56:31, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7844, loss_cls: 1.9187, loss: 1.9187, grad_norm: 2.2085 2021-06-07 16:32:22,671 - mmaction - INFO - Epoch [11][860/2689] lr: 6.000e-02, eta: 19:55:46, time: 2.297, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9332, loss: 1.9332, grad_norm: 2.1837 2021-06-07 16:33:04,780 - mmaction - INFO - Epoch [11][880/2689] lr: 6.000e-02, eta: 19:54:56, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.2510 2021-06-07 16:33:48,190 - mmaction - INFO - Epoch [11][900/2689] lr: 6.000e-02, eta: 19:54:08, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0156, loss: 2.0156, grad_norm: 2.1227 2021-06-07 16:34:30,797 - mmaction - INFO - Epoch [11][920/2689] lr: 6.000e-02, eta: 19:53:18, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7844, loss_cls: 1.8092, loss: 1.8092, grad_norm: 2.1783 2021-06-07 16:35:13,267 - mmaction - INFO - Epoch [11][940/2689] lr: 6.000e-02, eta: 19:52:29, time: 2.123, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7828, loss_cls: 1.9453, loss: 1.9453, grad_norm: 2.2583 2021-06-07 16:35:55,361 - mmaction - INFO - Epoch [11][960/2689] lr: 6.000e-02, eta: 19:51:39, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.8588, loss: 1.8588, grad_norm: 2.1543 2021-06-07 16:36:38,484 - mmaction - INFO - Epoch [11][980/2689] lr: 6.000e-02, eta: 19:50:51, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7750, loss_cls: 1.9481, loss: 1.9481, grad_norm: 2.1220 2021-06-07 16:37:17,702 - mmaction - INFO - Epoch [11][1000/2689] lr: 6.000e-02, eta: 19:49:58, time: 1.960, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0045, loss: 2.0045, grad_norm: 2.1836 2021-06-07 16:37:59,010 - mmaction - INFO - Epoch [11][1020/2689] lr: 6.000e-02, eta: 19:49:07, time: 2.066, data_time: 0.002, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7766, loss_cls: 1.8856, loss: 1.8856, grad_norm: 2.1031 2021-06-07 16:38:40,222 - mmaction - INFO - Epoch [11][1040/2689] lr: 6.000e-02, eta: 19:48:17, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7797, loss_cls: 1.9914, loss: 1.9914, grad_norm: 2.1190 2021-06-07 16:39:21,495 - mmaction - INFO - Epoch [11][1060/2689] lr: 6.000e-02, eta: 19:47:26, time: 2.064, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7656, loss_cls: 2.0018, loss: 2.0018, grad_norm: 2.0589 2021-06-07 16:40:02,519 - mmaction - INFO - Epoch [11][1080/2689] lr: 6.000e-02, eta: 19:46:35, time: 2.051, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.8094, loss_cls: 1.8942, loss: 1.8942, grad_norm: 2.2166 2021-06-07 16:40:44,744 - mmaction - INFO - Epoch [11][1100/2689] lr: 6.000e-02, eta: 19:45:46, time: 2.112, data_time: 0.002, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7781, loss_cls: 1.9252, loss: 1.9252, grad_norm: 2.2052 2021-06-07 16:41:26,707 - mmaction - INFO - Epoch [11][1120/2689] lr: 6.000e-02, eta: 19:44:56, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 1.9728, loss: 1.9728, grad_norm: 2.2776 2021-06-07 16:42:08,349 - mmaction - INFO - Epoch [11][1140/2689] lr: 6.000e-02, eta: 19:44:06, time: 2.082, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7891, loss_cls: 1.9449, loss: 1.9449, grad_norm: 2.1257 2021-06-07 16:42:45,880 - mmaction - INFO - Epoch [11][1160/2689] lr: 6.000e-02, eta: 19:43:11, time: 1.877, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7547, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.1466 2021-06-07 16:43:22,022 - mmaction - INFO - Epoch [11][1180/2689] lr: 6.000e-02, eta: 19:42:15, time: 1.807, data_time: 0.002, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7672, loss_cls: 2.0265, loss: 2.0265, grad_norm: 2.0788 2021-06-07 16:44:04,216 - mmaction - INFO - Epoch [11][1200/2689] lr: 6.000e-02, eta: 19:41:26, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.1991 2021-06-07 16:44:45,497 - mmaction - INFO - Epoch [11][1220/2689] lr: 6.000e-02, eta: 19:40:35, time: 2.064, data_time: 0.002, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7688, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.2437 2021-06-07 16:45:26,946 - mmaction - INFO - Epoch [11][1240/2689] lr: 6.000e-02, eta: 19:39:45, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7953, loss_cls: 1.9334, loss: 1.9334, grad_norm: 2.0831 2021-06-07 16:46:10,089 - mmaction - INFO - Epoch [11][1260/2689] lr: 6.000e-02, eta: 19:38:57, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 1.9810, loss: 1.9810, grad_norm: 2.1167 2021-06-07 16:46:54,184 - mmaction - INFO - Epoch [11][1280/2689] lr: 6.000e-02, eta: 19:38:09, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7594, loss_cls: 1.9931, loss: 1.9931, grad_norm: 2.2438 2021-06-07 16:47:38,716 - mmaction - INFO - Epoch [11][1300/2689] lr: 6.000e-02, eta: 19:37:23, time: 2.227, data_time: 0.002, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9518, loss: 1.9518, grad_norm: 2.1528 2021-06-07 16:48:22,549 - mmaction - INFO - Epoch [11][1320/2689] lr: 6.000e-02, eta: 19:36:35, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7922, loss_cls: 1.9298, loss: 1.9298, grad_norm: 2.2430 2021-06-07 16:49:06,677 - mmaction - INFO - Epoch [11][1340/2689] lr: 6.000e-02, eta: 19:35:48, time: 2.207, data_time: 0.002, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.1544 2021-06-07 16:49:50,400 - mmaction - INFO - Epoch [11][1360/2689] lr: 6.000e-02, eta: 19:35:00, time: 2.186, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7844, loss_cls: 1.9193, loss: 1.9193, grad_norm: 2.3216 2021-06-07 16:50:35,420 - mmaction - INFO - Epoch [11][1380/2689] lr: 6.000e-02, eta: 19:34:14, time: 2.251, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7609, loss_cls: 1.9975, loss: 1.9975, grad_norm: 2.1871 2021-06-07 16:51:17,378 - mmaction - INFO - Epoch [11][1400/2689] lr: 6.000e-02, eta: 19:33:24, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.0099, loss: 2.0099, grad_norm: 2.1528 2021-06-07 16:52:01,546 - mmaction - INFO - Epoch [11][1420/2689] lr: 6.000e-02, eta: 19:32:37, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8141, loss_cls: 1.8715, loss: 1.8715, grad_norm: 2.0591 2021-06-07 16:52:48,420 - mmaction - INFO - Epoch [11][1440/2689] lr: 6.000e-02, eta: 19:31:53, time: 2.343, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7750, loss_cls: 1.9923, loss: 1.9923, grad_norm: 2.1437 2021-06-07 16:53:32,869 - mmaction - INFO - Epoch [11][1460/2689] lr: 6.000e-02, eta: 19:31:06, time: 2.223, data_time: 0.002, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.1610 2021-06-07 16:54:18,577 - mmaction - INFO - Epoch [11][1480/2689] lr: 6.000e-02, eta: 19:30:20, time: 2.285, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7953, loss_cls: 1.8805, loss: 1.8805, grad_norm: 2.1645 2021-06-07 16:55:02,700 - mmaction - INFO - Epoch [11][1500/2689] lr: 6.000e-02, eta: 19:29:33, time: 2.207, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7750, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.2218 2021-06-07 16:55:48,447 - mmaction - INFO - Epoch [11][1520/2689] lr: 6.000e-02, eta: 19:28:48, time: 2.287, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 1.9758, loss: 1.9758, grad_norm: 2.0545 2021-06-07 16:56:32,268 - mmaction - INFO - Epoch [11][1540/2689] lr: 6.000e-02, eta: 19:28:00, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7359, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.2217 2021-06-07 16:57:16,521 - mmaction - INFO - Epoch [11][1560/2689] lr: 6.000e-02, eta: 19:27:13, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7781, loss_cls: 1.9190, loss: 1.9190, grad_norm: 2.1998 2021-06-07 16:57:57,308 - mmaction - INFO - Epoch [11][1580/2689] lr: 6.000e-02, eta: 19:26:22, time: 2.039, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7641, loss_cls: 2.0089, loss: 2.0089, grad_norm: 2.1060 2021-06-07 16:58:40,181 - mmaction - INFO - Epoch [11][1600/2689] lr: 6.000e-02, eta: 19:25:34, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7766, loss_cls: 2.0223, loss: 2.0223, grad_norm: 2.1829 2021-06-07 16:59:24,463 - mmaction - INFO - Epoch [11][1620/2689] lr: 6.000e-02, eta: 19:24:47, time: 2.214, data_time: 0.002, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7781, loss_cls: 1.9201, loss: 1.9201, grad_norm: 2.0860 2021-06-07 17:00:04,556 - mmaction - INFO - Epoch [11][1640/2689] lr: 6.000e-02, eta: 19:23:55, time: 2.005, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 1.9001, loss: 1.9001, grad_norm: 2.0565 2021-06-07 17:00:46,630 - mmaction - INFO - Epoch [11][1660/2689] lr: 6.000e-02, eta: 19:23:06, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 1.9671, loss: 1.9671, grad_norm: 2.1222 2021-06-07 17:01:27,680 - mmaction - INFO - Epoch [11][1680/2689] lr: 6.000e-02, eta: 19:22:15, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7922, loss_cls: 1.9066, loss: 1.9066, grad_norm: 2.1845 2021-06-07 17:02:10,781 - mmaction - INFO - Epoch [11][1700/2689] lr: 6.000e-02, eta: 19:21:27, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.0492, loss: 2.0492, grad_norm: 2.1660 2021-06-07 17:02:53,307 - mmaction - INFO - Epoch [11][1720/2689] lr: 6.000e-02, eta: 19:20:38, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7703, loss_cls: 2.0168, loss: 2.0168, grad_norm: 2.1701 2021-06-07 17:03:35,508 - mmaction - INFO - Epoch [11][1740/2689] lr: 6.000e-02, eta: 19:19:49, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7625, loss_cls: 1.9990, loss: 1.9990, grad_norm: 2.1300 2021-06-07 17:04:16,476 - mmaction - INFO - Epoch [11][1760/2689] lr: 6.000e-02, eta: 19:18:58, time: 2.049, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7937, loss_cls: 1.9715, loss: 1.9715, grad_norm: 2.1176 2021-06-07 17:04:59,756 - mmaction - INFO - Epoch [11][1780/2689] lr: 6.000e-02, eta: 19:18:10, time: 2.164, data_time: 0.001, memory: 9293, top1_acc: 0.4641, top5_acc: 0.7531, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.1512 2021-06-07 17:05:41,602 - mmaction - INFO - Epoch [11][1800/2689] lr: 6.000e-02, eta: 19:17:21, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7672, loss_cls: 2.0015, loss: 2.0015, grad_norm: 2.2251 2021-06-07 17:06:23,380 - mmaction - INFO - Epoch [11][1820/2689] lr: 6.000e-02, eta: 19:16:31, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7844, loss_cls: 1.9756, loss: 1.9756, grad_norm: 2.1256 2021-06-07 17:07:06,620 - mmaction - INFO - Epoch [11][1840/2689] lr: 6.000e-02, eta: 19:15:43, time: 2.162, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7891, loss_cls: 1.9962, loss: 1.9962, grad_norm: 2.1006 2021-06-07 17:07:49,445 - mmaction - INFO - Epoch [11][1860/2689] lr: 6.000e-02, eta: 19:14:55, time: 2.141, data_time: 0.002, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7516, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.1460 2021-06-07 17:08:34,043 - mmaction - INFO - Epoch [11][1880/2689] lr: 6.000e-02, eta: 19:14:08, time: 2.230, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7781, loss_cls: 2.0174, loss: 2.0174, grad_norm: 2.1252 2021-06-07 17:09:16,886 - mmaction - INFO - Epoch [11][1900/2689] lr: 6.000e-02, eta: 19:13:20, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.8875, loss: 1.8875, grad_norm: 2.1936 2021-06-07 17:10:00,544 - mmaction - INFO - Epoch [11][1920/2689] lr: 6.000e-02, eta: 19:12:32, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0341, loss: 2.0341, grad_norm: 2.2557 2021-06-07 17:10:44,771 - mmaction - INFO - Epoch [11][1940/2689] lr: 6.000e-02, eta: 19:11:45, time: 2.211, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 1.9983, loss: 1.9983, grad_norm: 2.1647 2021-06-07 17:11:28,731 - mmaction - INFO - Epoch [11][1960/2689] lr: 6.000e-02, eta: 19:10:58, time: 2.198, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7688, loss_cls: 2.0237, loss: 2.0237, grad_norm: 2.1703 2021-06-07 17:12:13,846 - mmaction - INFO - Epoch [11][1980/2689] lr: 6.000e-02, eta: 19:10:12, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1379, loss: 2.1379, grad_norm: 2.1798 2021-06-07 17:12:58,096 - mmaction - INFO - Epoch [11][2000/2689] lr: 6.000e-02, eta: 19:09:25, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.4797, top5_acc: 0.7594, loss_cls: 1.9786, loss: 1.9786, grad_norm: 2.1867 2021-06-07 17:13:43,626 - mmaction - INFO - Epoch [11][2020/2689] lr: 6.000e-02, eta: 19:08:39, time: 2.277, data_time: 0.002, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0548, loss: 2.0548, grad_norm: 2.1227 2021-06-07 17:14:26,644 - mmaction - INFO - Epoch [11][2040/2689] lr: 6.000e-02, eta: 19:07:51, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7797, loss_cls: 1.9691, loss: 1.9691, grad_norm: 2.1784 2021-06-07 17:15:10,374 - mmaction - INFO - Epoch [11][2060/2689] lr: 6.000e-02, eta: 19:07:03, time: 2.186, data_time: 0.002, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 1.9182, loss: 1.9182, grad_norm: 2.1657 2021-06-07 17:15:54,806 - mmaction - INFO - Epoch [11][2080/2689] lr: 6.000e-02, eta: 19:06:17, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8805, loss: 1.8805, grad_norm: 2.1485 2021-06-07 17:16:41,062 - mmaction - INFO - Epoch [11][2100/2689] lr: 6.000e-02, eta: 19:05:32, time: 2.312, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7875, loss_cls: 1.8942, loss: 1.8942, grad_norm: 2.0984 2021-06-07 17:17:26,195 - mmaction - INFO - Epoch [11][2120/2689] lr: 6.000e-02, eta: 19:04:46, time: 2.257, data_time: 0.001, memory: 9293, top1_acc: 0.4750, top5_acc: 0.7609, loss_cls: 2.0546, loss: 2.0546, grad_norm: 2.2490 2021-06-07 17:18:11,281 - mmaction - INFO - Epoch [11][2140/2689] lr: 6.000e-02, eta: 19:04:00, time: 2.255, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8047, loss_cls: 1.8073, loss: 1.8073, grad_norm: 2.0495 2021-06-07 17:18:55,953 - mmaction - INFO - Epoch [11][2160/2689] lr: 6.000e-02, eta: 19:03:13, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9974, loss: 1.9974, grad_norm: 2.2777 2021-06-07 17:19:40,530 - mmaction - INFO - Epoch [11][2180/2689] lr: 6.000e-02, eta: 19:02:27, time: 2.229, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7484, loss_cls: 2.1064, loss: 2.1064, grad_norm: 2.2255 2021-06-07 17:20:25,299 - mmaction - INFO - Epoch [11][2200/2689] lr: 6.000e-02, eta: 19:01:40, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8047, loss_cls: 1.8836, loss: 1.8836, grad_norm: 2.2739 2021-06-07 17:21:08,804 - mmaction - INFO - Epoch [11][2220/2689] lr: 6.000e-02, eta: 19:00:53, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7766, loss_cls: 1.9694, loss: 1.9694, grad_norm: 2.2116 2021-06-07 17:21:51,970 - mmaction - INFO - Epoch [11][2240/2689] lr: 6.000e-02, eta: 19:00:04, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 1.9992, loss: 1.9992, grad_norm: 2.0784 2021-06-07 17:22:35,041 - mmaction - INFO - Epoch [11][2260/2689] lr: 6.000e-02, eta: 18:59:16, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0269, loss: 2.0269, grad_norm: 2.1013 2021-06-07 17:23:16,262 - mmaction - INFO - Epoch [11][2280/2689] lr: 6.000e-02, eta: 18:58:26, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7859, loss_cls: 1.9167, loss: 1.9167, grad_norm: 2.1491 2021-06-07 17:23:56,518 - mmaction - INFO - Epoch [11][2300/2689] lr: 6.000e-02, eta: 18:57:35, time: 2.012, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7766, loss_cls: 1.9879, loss: 1.9879, grad_norm: 2.1244 2021-06-07 17:24:39,571 - mmaction - INFO - Epoch [11][2320/2689] lr: 6.000e-02, eta: 18:56:47, time: 2.153, data_time: 0.002, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7828, loss_cls: 1.9459, loss: 1.9459, grad_norm: 2.1705 2021-06-07 17:25:21,344 - mmaction - INFO - Epoch [11][2340/2689] lr: 6.000e-02, eta: 18:55:58, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9279, loss: 1.9279, grad_norm: 2.1627 2021-06-07 17:26:03,584 - mmaction - INFO - Epoch [11][2360/2689] lr: 6.000e-02, eta: 18:55:09, time: 2.112, data_time: 0.002, memory: 9293, top1_acc: 0.4406, top5_acc: 0.7594, loss_cls: 2.1446, loss: 2.1446, grad_norm: 2.1814 2021-06-07 17:26:45,562 - mmaction - INFO - Epoch [11][2380/2689] lr: 6.000e-02, eta: 18:54:20, time: 2.099, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0423, loss: 2.0423, grad_norm: 2.2352 2021-06-07 17:27:26,574 - mmaction - INFO - Epoch [11][2400/2689] lr: 6.000e-02, eta: 18:53:30, time: 2.051, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7859, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.1610 2021-06-07 17:28:04,919 - mmaction - INFO - Epoch [11][2420/2689] lr: 6.000e-02, eta: 18:52:37, time: 1.917, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7875, loss_cls: 1.9418, loss: 1.9418, grad_norm: 2.1755 2021-06-07 17:28:47,213 - mmaction - INFO - Epoch [11][2440/2689] lr: 6.000e-02, eta: 18:51:48, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.0016, loss: 2.0016, grad_norm: 2.1715 2021-06-07 17:29:29,356 - mmaction - INFO - Epoch [11][2460/2689] lr: 6.000e-02, eta: 18:50:59, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9365, loss: 1.9365, grad_norm: 2.0533 2021-06-07 17:30:10,435 - mmaction - INFO - Epoch [11][2480/2689] lr: 6.000e-02, eta: 18:50:09, time: 2.054, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7859, loss_cls: 1.9307, loss: 1.9307, grad_norm: 2.0874 2021-06-07 17:30:51,051 - mmaction - INFO - Epoch [11][2500/2689] lr: 6.000e-02, eta: 18:49:18, time: 2.030, data_time: 0.001, memory: 9293, top1_acc: 0.4578, top5_acc: 0.7578, loss_cls: 2.0859, loss: 2.0859, grad_norm: 2.2188 2021-06-07 17:31:32,264 - mmaction - INFO - Epoch [11][2520/2689] lr: 6.000e-02, eta: 18:48:28, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7578, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.1638 2021-06-07 17:32:14,252 - mmaction - INFO - Epoch [11][2540/2689] lr: 6.000e-02, eta: 18:47:39, time: 2.100, data_time: 0.002, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7891, loss_cls: 1.9724, loss: 1.9724, grad_norm: 2.1098 2021-06-07 17:32:56,067 - mmaction - INFO - Epoch [11][2560/2689] lr: 6.000e-02, eta: 18:46:50, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.4672, top5_acc: 0.7531, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.2205 2021-06-07 17:33:35,719 - mmaction - INFO - Epoch [11][2580/2689] lr: 6.000e-02, eta: 18:45:59, time: 1.982, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7812, loss_cls: 1.9963, loss: 1.9963, grad_norm: 2.0573 2021-06-07 17:34:18,647 - mmaction - INFO - Epoch [11][2600/2689] lr: 6.000e-02, eta: 18:45:11, time: 2.146, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 1.9792, loss: 1.9792, grad_norm: 2.2491 2021-06-07 17:35:01,627 - mmaction - INFO - Epoch [11][2620/2689] lr: 6.000e-02, eta: 18:44:22, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.2201 2021-06-07 17:35:46,242 - mmaction - INFO - Epoch [11][2640/2689] lr: 6.000e-02, eta: 18:43:36, time: 2.230, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.1401 2021-06-07 17:36:29,830 - mmaction - INFO - Epoch [11][2660/2689] lr: 6.000e-02, eta: 18:42:49, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7828, loss_cls: 1.9031, loss: 1.9031, grad_norm: 2.0699 2021-06-07 17:37:13,680 - mmaction - INFO - Epoch [11][2680/2689] lr: 6.000e-02, eta: 18:42:01, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.4922, top5_acc: 0.7562, loss_cls: 2.0900, loss: 2.0900, grad_norm: 2.2250 2021-06-07 17:37:37,191 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-06-07 17:45:33,882 - mmaction - INFO - Epoch [12][20/2689] lr: 6.000e-02, eta: 18:47:44, time: 23.766, data_time: 22.425, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7578, loss_cls: 2.0119, loss: 2.0119, grad_norm: 2.1976 2021-06-07 17:45:59,509 - mmaction - INFO - Epoch [12][40/2689] lr: 6.000e-02, eta: 18:46:38, time: 1.283, data_time: 0.004, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 1.8666, loss: 1.8666, grad_norm: 2.0734 2021-06-07 17:46:26,191 - mmaction - INFO - Epoch [12][60/2689] lr: 6.000e-02, eta: 18:45:34, time: 1.335, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7844, loss_cls: 1.9201, loss: 1.9201, grad_norm: 2.2040 2021-06-07 17:46:55,360 - mmaction - INFO - Epoch [12][80/2689] lr: 6.000e-02, eta: 18:44:31, time: 1.458, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.8835, loss: 1.8835, grad_norm: 2.1685 2021-06-07 17:47:28,827 - mmaction - INFO - Epoch [12][100/2689] lr: 6.000e-02, eta: 18:43:33, time: 1.673, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9059, loss: 1.9059, grad_norm: 2.0647 2021-06-07 17:48:05,102 - mmaction - INFO - Epoch [12][120/2689] lr: 6.000e-02, eta: 18:42:38, time: 1.814, data_time: 0.002, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7953, loss_cls: 1.8878, loss: 1.8878, grad_norm: 2.0830 2021-06-07 17:48:44,570 - mmaction - INFO - Epoch [12][140/2689] lr: 6.000e-02, eta: 18:41:46, time: 1.974, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7969, loss_cls: 1.8603, loss: 1.8603, grad_norm: 2.1288 2021-06-07 17:49:24,644 - mmaction - INFO - Epoch [12][160/2689] lr: 6.000e-02, eta: 18:40:55, time: 2.004, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7891, loss_cls: 1.8149, loss: 1.8149, grad_norm: 2.0797 2021-06-07 17:50:04,053 - mmaction - INFO - Epoch [12][180/2689] lr: 6.000e-02, eta: 18:40:03, time: 1.970, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.9650, loss: 1.9650, grad_norm: 2.1382 2021-06-07 17:50:40,699 - mmaction - INFO - Epoch [12][200/2689] lr: 6.000e-02, eta: 18:39:08, time: 1.833, data_time: 0.002, memory: 9293, top1_acc: 0.5625, top5_acc: 0.7953, loss_cls: 1.7253, loss: 1.7253, grad_norm: 2.0005 2021-06-07 17:51:21,427 - mmaction - INFO - Epoch [12][220/2689] lr: 6.000e-02, eta: 18:38:18, time: 2.036, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0384, loss: 2.0384, grad_norm: 2.1940 2021-06-07 17:52:01,900 - mmaction - INFO - Epoch [12][240/2689] lr: 6.000e-02, eta: 18:37:27, time: 2.024, data_time: 0.002, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 1.9236, loss: 1.9236, grad_norm: 2.1256 2021-06-07 17:52:43,827 - mmaction - INFO - Epoch [12][260/2689] lr: 6.000e-02, eta: 18:36:38, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7781, loss_cls: 1.9524, loss: 1.9524, grad_norm: 2.1614 2021-06-07 17:53:24,820 - mmaction - INFO - Epoch [12][280/2689] lr: 6.000e-02, eta: 18:35:47, time: 2.049, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7656, loss_cls: 1.9995, loss: 1.9995, grad_norm: 2.2094 2021-06-07 17:54:07,000 - mmaction - INFO - Epoch [12][300/2689] lr: 6.000e-02, eta: 18:34:58, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7672, loss_cls: 1.9980, loss: 1.9980, grad_norm: 2.2615 2021-06-07 17:54:47,900 - mmaction - INFO - Epoch [12][320/2689] lr: 6.000e-02, eta: 18:34:08, time: 2.045, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7766, loss_cls: 1.9927, loss: 1.9927, grad_norm: 2.1201 2021-06-07 17:55:31,315 - mmaction - INFO - Epoch [12][340/2689] lr: 6.000e-02, eta: 18:33:20, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7719, loss_cls: 1.9495, loss: 1.9495, grad_norm: 2.1431 2021-06-07 17:56:13,098 - mmaction - INFO - Epoch [12][360/2689] lr: 6.000e-02, eta: 18:32:30, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.8276, loss: 1.8276, grad_norm: 2.0517 2021-06-07 17:56:55,973 - mmaction - INFO - Epoch [12][380/2689] lr: 6.000e-02, eta: 18:31:42, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7797, loss_cls: 1.9316, loss: 1.9316, grad_norm: 2.2348 2021-06-07 17:57:38,205 - mmaction - INFO - Epoch [12][400/2689] lr: 6.000e-02, eta: 18:30:53, time: 2.111, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.2370 2021-06-07 17:58:19,711 - mmaction - INFO - Epoch [12][420/2689] lr: 6.000e-02, eta: 18:30:03, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7906, loss_cls: 1.8699, loss: 1.8699, grad_norm: 2.1156 2021-06-07 17:59:01,963 - mmaction - INFO - Epoch [12][440/2689] lr: 6.000e-02, eta: 18:29:14, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9174, loss: 1.9174, grad_norm: 2.1995 2021-06-07 17:59:46,733 - mmaction - INFO - Epoch [12][460/2689] lr: 6.000e-02, eta: 18:28:27, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7828, loss_cls: 1.8986, loss: 1.8986, grad_norm: 2.2305 2021-06-07 18:00:33,480 - mmaction - INFO - Epoch [12][480/2689] lr: 6.000e-02, eta: 18:27:43, time: 2.332, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7859, loss_cls: 1.8825, loss: 1.8825, grad_norm: 2.2112 2021-06-07 18:01:17,431 - mmaction - INFO - Epoch [12][500/2689] lr: 6.000e-02, eta: 18:26:55, time: 2.203, data_time: 0.009, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 1.9831, loss: 1.9831, grad_norm: 2.2506 2021-06-07 18:02:01,986 - mmaction - INFO - Epoch [12][520/2689] lr: 6.000e-02, eta: 18:26:09, time: 2.228, data_time: 0.002, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8297, loss_cls: 1.6784, loss: 1.6784, grad_norm: 2.1173 2021-06-07 18:02:44,169 - mmaction - INFO - Epoch [12][540/2689] lr: 6.000e-02, eta: 18:25:20, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.8945, loss: 1.8945, grad_norm: 2.2252 2021-06-07 18:03:27,016 - mmaction - INFO - Epoch [12][560/2689] lr: 6.000e-02, eta: 18:24:31, time: 2.143, data_time: 0.002, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7766, loss_cls: 1.9473, loss: 1.9473, grad_norm: 2.1888 2021-06-07 18:04:12,837 - mmaction - INFO - Epoch [12][580/2689] lr: 6.000e-02, eta: 18:23:46, time: 2.291, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.8031, loss_cls: 1.8714, loss: 1.8714, grad_norm: 2.1531 2021-06-07 18:04:57,737 - mmaction - INFO - Epoch [12][600/2689] lr: 6.000e-02, eta: 18:22:59, time: 2.245, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 1.9293, loss: 1.9293, grad_norm: 2.2290 2021-06-07 18:05:44,477 - mmaction - INFO - Epoch [12][620/2689] lr: 6.000e-02, eta: 18:22:15, time: 2.335, data_time: 0.002, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7984, loss_cls: 1.8067, loss: 1.8067, grad_norm: 2.1983 2021-06-07 18:06:28,965 - mmaction - INFO - Epoch [12][640/2689] lr: 6.000e-02, eta: 18:21:28, time: 2.226, data_time: 0.004, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7797, loss_cls: 1.9032, loss: 1.9032, grad_norm: 2.2257 2021-06-07 18:07:14,114 - mmaction - INFO - Epoch [12][660/2689] lr: 6.000e-02, eta: 18:20:42, time: 2.258, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7766, loss_cls: 1.8953, loss: 1.8953, grad_norm: 2.1529 2021-06-07 18:07:58,755 - mmaction - INFO - Epoch [12][680/2689] lr: 6.000e-02, eta: 18:19:55, time: 2.232, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.0517, loss: 2.0517, grad_norm: 2.2628 2021-06-07 18:08:43,440 - mmaction - INFO - Epoch [12][700/2689] lr: 6.000e-02, eta: 18:19:08, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 1.9586, loss: 1.9586, grad_norm: 2.2151 2021-06-07 18:09:28,891 - mmaction - INFO - Epoch [12][720/2689] lr: 6.000e-02, eta: 18:18:22, time: 2.273, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.8981, loss: 1.8981, grad_norm: 2.1462 2021-06-07 18:10:14,214 - mmaction - INFO - Epoch [12][740/2689] lr: 6.000e-02, eta: 18:17:36, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.8047, loss_cls: 1.9038, loss: 1.9038, grad_norm: 2.1704 2021-06-07 18:10:57,984 - mmaction - INFO - Epoch [12][760/2689] lr: 6.000e-02, eta: 18:16:49, time: 2.189, data_time: 0.002, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 1.9590, loss: 1.9590, grad_norm: 2.2379 2021-06-07 18:11:41,049 - mmaction - INFO - Epoch [12][780/2689] lr: 6.000e-02, eta: 18:16:01, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8234, loss_cls: 1.7588, loss: 1.7588, grad_norm: 2.1390 2021-06-07 18:12:24,350 - mmaction - INFO - Epoch [12][800/2689] lr: 6.000e-02, eta: 18:15:13, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.8138, loss: 1.8138, grad_norm: 2.0670 2021-06-07 18:13:05,697 - mmaction - INFO - Epoch [12][820/2689] lr: 6.000e-02, eta: 18:14:23, time: 2.067, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7766, loss_cls: 1.9522, loss: 1.9522, grad_norm: 2.2258 2021-06-07 18:13:49,282 - mmaction - INFO - Epoch [12][840/2689] lr: 6.000e-02, eta: 18:13:36, time: 2.179, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0103, loss: 2.0103, grad_norm: 2.2174 2021-06-07 18:14:31,518 - mmaction - INFO - Epoch [12][860/2689] lr: 6.000e-02, eta: 18:12:47, time: 2.111, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.0459, loss: 2.0459, grad_norm: 2.2049 2021-06-07 18:15:10,322 - mmaction - INFO - Epoch [12][880/2689] lr: 6.000e-02, eta: 18:11:55, time: 1.941, data_time: 0.002, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 1.9772, loss: 1.9772, grad_norm: 2.2300 2021-06-07 18:15:53,524 - mmaction - INFO - Epoch [12][900/2689] lr: 6.000e-02, eta: 18:11:07, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 1.9010, loss: 1.9010, grad_norm: 2.0919 2021-06-07 18:16:35,915 - mmaction - INFO - Epoch [12][920/2689] lr: 6.000e-02, eta: 18:10:18, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 1.9848, loss: 1.9848, grad_norm: 2.0982 2021-06-07 18:17:18,528 - mmaction - INFO - Epoch [12][940/2689] lr: 6.000e-02, eta: 18:09:29, time: 2.131, data_time: 0.002, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9120, loss: 1.9120, grad_norm: 2.1385 2021-06-07 18:18:00,326 - mmaction - INFO - Epoch [12][960/2689] lr: 6.000e-02, eta: 18:08:40, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7953, loss_cls: 1.8810, loss: 1.8810, grad_norm: 2.2179 2021-06-07 18:18:42,170 - mmaction - INFO - Epoch [12][980/2689] lr: 6.000e-02, eta: 18:07:51, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7516, loss_cls: 2.0382, loss: 2.0382, grad_norm: 2.2269 2021-06-07 18:19:23,935 - mmaction - INFO - Epoch [12][1000/2689] lr: 6.000e-02, eta: 18:07:02, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.7988, loss: 1.7988, grad_norm: 2.1001 2021-06-07 18:20:05,890 - mmaction - INFO - Epoch [12][1020/2689] lr: 6.000e-02, eta: 18:06:12, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.8187, loss_cls: 1.8198, loss: 1.8198, grad_norm: 2.1489 2021-06-07 18:20:44,239 - mmaction - INFO - Epoch [12][1040/2689] lr: 6.000e-02, eta: 18:05:20, time: 1.917, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7953, loss_cls: 1.9647, loss: 1.9647, grad_norm: 2.1767 2021-06-07 18:21:25,627 - mmaction - INFO - Epoch [12][1060/2689] lr: 6.000e-02, eta: 18:04:30, time: 2.069, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9877, loss: 1.9877, grad_norm: 2.1846 2021-06-07 18:22:07,271 - mmaction - INFO - Epoch [12][1080/2689] lr: 6.000e-02, eta: 18:03:41, time: 2.083, data_time: 0.002, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7969, loss_cls: 1.9460, loss: 1.9460, grad_norm: 2.2292 2021-06-07 18:22:50,284 - mmaction - INFO - Epoch [12][1100/2689] lr: 6.000e-02, eta: 18:02:53, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9467, loss: 1.9467, grad_norm: 2.1108 2021-06-07 18:23:32,833 - mmaction - INFO - Epoch [12][1120/2689] lr: 6.000e-02, eta: 18:02:05, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.4625, top5_acc: 0.7641, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.2415 2021-06-07 18:24:15,558 - mmaction - INFO - Epoch [12][1140/2689] lr: 6.000e-02, eta: 18:01:16, time: 2.137, data_time: 0.002, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7953, loss_cls: 1.8809, loss: 1.8809, grad_norm: 2.0892 2021-06-07 18:24:59,580 - mmaction - INFO - Epoch [12][1160/2689] lr: 6.000e-02, eta: 18:00:29, time: 2.201, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.8610, loss: 1.8610, grad_norm: 2.1823 2021-06-07 18:25:43,032 - mmaction - INFO - Epoch [12][1180/2689] lr: 6.000e-02, eta: 17:59:42, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 1.9322, loss: 1.9322, grad_norm: 2.2406 2021-06-07 18:26:27,230 - mmaction - INFO - Epoch [12][1200/2689] lr: 6.000e-02, eta: 17:58:55, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9280, loss: 1.9280, grad_norm: 2.1704 2021-06-07 18:27:11,423 - mmaction - INFO - Epoch [12][1220/2689] lr: 6.000e-02, eta: 17:58:08, time: 2.209, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7953, loss_cls: 1.8444, loss: 1.8444, grad_norm: 2.1872 2021-06-07 18:27:53,385 - mmaction - INFO - Epoch [12][1240/2689] lr: 6.000e-02, eta: 17:57:19, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 2.0613, loss: 2.0613, grad_norm: 2.2262 2021-06-07 18:28:36,901 - mmaction - INFO - Epoch [12][1260/2689] lr: 6.000e-02, eta: 17:56:31, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7656, loss_cls: 1.9628, loss: 1.9628, grad_norm: 2.1067 2021-06-07 18:29:22,707 - mmaction - INFO - Epoch [12][1280/2689] lr: 6.000e-02, eta: 17:55:46, time: 2.290, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7734, loss_cls: 1.9713, loss: 1.9713, grad_norm: 2.0916 2021-06-07 18:30:07,972 - mmaction - INFO - Epoch [12][1300/2689] lr: 6.000e-02, eta: 17:55:00, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7703, loss_cls: 1.9042, loss: 1.9042, grad_norm: 2.1912 2021-06-07 18:30:53,164 - mmaction - INFO - Epoch [12][1320/2689] lr: 6.000e-02, eta: 17:54:14, time: 2.260, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9331, loss: 1.9331, grad_norm: 2.1864 2021-06-07 18:31:36,263 - mmaction - INFO - Epoch [12][1340/2689] lr: 6.000e-02, eta: 17:53:26, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7812, loss_cls: 1.9421, loss: 1.9421, grad_norm: 2.2171 2021-06-07 18:32:21,322 - mmaction - INFO - Epoch [12][1360/2689] lr: 6.000e-02, eta: 17:52:40, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7797, loss_cls: 1.8581, loss: 1.8581, grad_norm: 2.1871 2021-06-07 18:33:06,592 - mmaction - INFO - Epoch [12][1380/2689] lr: 6.000e-02, eta: 17:51:54, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8031, loss_cls: 1.7738, loss: 1.7738, grad_norm: 2.0941 2021-06-07 18:33:51,645 - mmaction - INFO - Epoch [12][1400/2689] lr: 6.000e-02, eta: 17:51:08, time: 2.252, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9072, loss: 1.9072, grad_norm: 2.1445 2021-06-07 18:34:37,165 - mmaction - INFO - Epoch [12][1420/2689] lr: 6.000e-02, eta: 17:50:22, time: 2.276, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7750, loss_cls: 1.9281, loss: 1.9281, grad_norm: 2.1840 2021-06-07 18:35:20,759 - mmaction - INFO - Epoch [12][1440/2689] lr: 6.000e-02, eta: 17:49:34, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.4828, top5_acc: 0.7609, loss_cls: 2.0089, loss: 2.0089, grad_norm: 2.2125 2021-06-07 18:36:05,397 - mmaction - INFO - Epoch [12][1460/2689] lr: 6.000e-02, eta: 17:48:48, time: 2.232, data_time: 0.001, memory: 9293, top1_acc: 0.5422, top5_acc: 0.8000, loss_cls: 1.8647, loss: 1.8647, grad_norm: 2.1962 2021-06-07 18:36:47,373 - mmaction - INFO - Epoch [12][1480/2689] lr: 6.000e-02, eta: 17:47:59, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7750, loss_cls: 1.9529, loss: 1.9529, grad_norm: 2.1078 2021-06-07 18:37:27,858 - mmaction - INFO - Epoch [12][1500/2689] lr: 6.000e-02, eta: 17:47:09, time: 2.025, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.8047, loss_cls: 1.7975, loss: 1.7975, grad_norm: 2.0672 2021-06-07 18:38:10,584 - mmaction - INFO - Epoch [12][1520/2689] lr: 6.000e-02, eta: 17:46:21, time: 2.136, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.2977 2021-06-07 18:38:52,734 - mmaction - INFO - Epoch [12][1540/2689] lr: 6.000e-02, eta: 17:45:32, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7703, loss_cls: 1.9595, loss: 1.9595, grad_norm: 2.1259 2021-06-07 18:39:35,800 - mmaction - INFO - Epoch [12][1560/2689] lr: 6.000e-02, eta: 17:44:44, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7797, loss_cls: 1.8819, loss: 1.8819, grad_norm: 2.1631 2021-06-07 18:40:18,510 - mmaction - INFO - Epoch [12][1580/2689] lr: 6.000e-02, eta: 17:43:56, time: 2.136, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.8016, loss_cls: 1.9196, loss: 1.9196, grad_norm: 2.1573 2021-06-07 18:40:59,602 - mmaction - INFO - Epoch [12][1600/2689] lr: 6.000e-02, eta: 17:43:06, time: 2.054, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7891, loss_cls: 1.8533, loss: 1.8533, grad_norm: 2.0406 2021-06-07 18:41:42,144 - mmaction - INFO - Epoch [12][1620/2689] lr: 6.000e-02, eta: 17:42:18, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7844, loss_cls: 1.9617, loss: 1.9617, grad_norm: 2.2836 2021-06-07 18:42:23,440 - mmaction - INFO - Epoch [12][1640/2689] lr: 6.000e-02, eta: 17:41:28, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7766, loss_cls: 1.9261, loss: 1.9261, grad_norm: 2.1597 2021-06-07 18:43:03,117 - mmaction - INFO - Epoch [12][1660/2689] lr: 6.000e-02, eta: 17:40:38, time: 1.983, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8063, loss_cls: 1.8179, loss: 1.8179, grad_norm: 2.2484 2021-06-07 18:43:39,855 - mmaction - INFO - Epoch [12][1680/2689] lr: 6.000e-02, eta: 17:39:44, time: 1.837, data_time: 0.001, memory: 9293, top1_acc: 0.4844, top5_acc: 0.7547, loss_cls: 2.1018, loss: 2.1018, grad_norm: 2.1440 2021-06-07 18:44:21,493 - mmaction - INFO - Epoch [12][1700/2689] lr: 6.000e-02, eta: 17:38:55, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.8849, loss: 1.8849, grad_norm: 2.0498 2021-06-07 18:45:03,040 - mmaction - INFO - Epoch [12][1720/2689] lr: 6.000e-02, eta: 17:38:06, time: 2.077, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7688, loss_cls: 1.9667, loss: 1.9667, grad_norm: 2.3132 2021-06-07 18:45:45,244 - mmaction - INFO - Epoch [12][1740/2689] lr: 6.000e-02, eta: 17:37:17, time: 2.111, data_time: 0.002, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 1.8949, loss: 1.8949, grad_norm: 2.1226 2021-06-07 18:46:27,309 - mmaction - INFO - Epoch [12][1760/2689] lr: 6.000e-02, eta: 17:36:29, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9926, loss: 1.9926, grad_norm: 2.2233 2021-06-07 18:47:08,207 - mmaction - INFO - Epoch [12][1780/2689] lr: 6.000e-02, eta: 17:35:39, time: 2.045, data_time: 0.002, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7953, loss_cls: 1.8841, loss: 1.8841, grad_norm: 2.1914 2021-06-07 18:47:49,933 - mmaction - INFO - Epoch [12][1800/2689] lr: 6.000e-02, eta: 17:34:50, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7906, loss_cls: 1.8792, loss: 1.8792, grad_norm: 2.1579 2021-06-07 18:48:32,251 - mmaction - INFO - Epoch [12][1820/2689] lr: 6.000e-02, eta: 17:34:01, time: 2.116, data_time: 0.002, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7594, loss_cls: 2.0059, loss: 2.0059, grad_norm: 2.2500 2021-06-07 18:49:15,207 - mmaction - INFO - Epoch [12][1840/2689] lr: 6.000e-02, eta: 17:33:14, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.1572 2021-06-07 18:49:58,398 - mmaction - INFO - Epoch [12][1860/2689] lr: 6.000e-02, eta: 17:32:26, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.3228 2021-06-07 18:50:41,053 - mmaction - INFO - Epoch [12][1880/2689] lr: 6.000e-02, eta: 17:31:38, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7688, loss_cls: 2.0805, loss: 2.0805, grad_norm: 2.1730 2021-06-07 18:51:25,158 - mmaction - INFO - Epoch [12][1900/2689] lr: 6.000e-02, eta: 17:30:51, time: 2.205, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.8273, loss: 1.8273, grad_norm: 2.1730 2021-06-07 18:52:06,667 - mmaction - INFO - Epoch [12][1920/2689] lr: 6.000e-02, eta: 17:30:02, time: 2.075, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9562, loss: 1.9562, grad_norm: 2.1798 2021-06-07 18:52:50,033 - mmaction - INFO - Epoch [12][1940/2689] lr: 6.000e-02, eta: 17:29:14, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7891, loss_cls: 1.8655, loss: 1.8655, grad_norm: 2.1675 2021-06-07 18:53:35,689 - mmaction - INFO - Epoch [12][1960/2689] lr: 6.000e-02, eta: 17:28:29, time: 2.283, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.8240, loss: 1.8240, grad_norm: 2.1254 2021-06-07 18:54:19,343 - mmaction - INFO - Epoch [12][1980/2689] lr: 6.000e-02, eta: 17:27:42, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7781, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.2747 2021-06-07 18:55:01,977 - mmaction - INFO - Epoch [12][2000/2689] lr: 6.000e-02, eta: 17:26:54, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7828, loss_cls: 1.8355, loss: 1.8355, grad_norm: 2.1200 2021-06-07 18:55:45,749 - mmaction - INFO - Epoch [12][2020/2689] lr: 6.000e-02, eta: 17:26:06, time: 2.189, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7781, loss_cls: 1.8936, loss: 1.8936, grad_norm: 2.2900 2021-06-07 18:56:30,813 - mmaction - INFO - Epoch [12][2040/2689] lr: 6.000e-02, eta: 17:25:20, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.8168, loss: 1.8168, grad_norm: 2.1804 2021-06-07 18:57:16,272 - mmaction - INFO - Epoch [12][2060/2689] lr: 6.000e-02, eta: 17:24:35, time: 2.273, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7734, loss_cls: 1.8939, loss: 1.8939, grad_norm: 2.1539 2021-06-07 18:58:01,586 - mmaction - INFO - Epoch [12][2080/2689] lr: 6.000e-02, eta: 17:23:49, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 1.9531, loss: 1.9531, grad_norm: 2.1895 2021-06-07 18:58:46,536 - mmaction - INFO - Epoch [12][2100/2689] lr: 6.000e-02, eta: 17:23:03, time: 2.248, data_time: 0.002, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7828, loss_cls: 1.8439, loss: 1.8439, grad_norm: 2.0989 2021-06-07 18:59:31,049 - mmaction - INFO - Epoch [12][2120/2689] lr: 6.000e-02, eta: 17:22:17, time: 2.226, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9150, loss: 1.9150, grad_norm: 2.0698 2021-06-07 19:00:14,503 - mmaction - INFO - Epoch [12][2140/2689] lr: 6.000e-02, eta: 17:21:29, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7891, loss_cls: 1.9334, loss: 1.9334, grad_norm: 2.1894 2021-06-07 19:00:59,518 - mmaction - INFO - Epoch [12][2160/2689] lr: 6.000e-02, eta: 17:20:43, time: 2.251, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 1.9631, loss: 1.9631, grad_norm: 2.1747 2021-06-07 19:01:41,714 - mmaction - INFO - Epoch [12][2180/2689] lr: 6.000e-02, eta: 17:19:55, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8176, loss: 1.8176, grad_norm: 2.0108 2021-06-07 19:02:26,908 - mmaction - INFO - Epoch [12][2200/2689] lr: 6.000e-02, eta: 17:19:09, time: 2.260, data_time: 0.001, memory: 9293, top1_acc: 0.4984, top5_acc: 0.7875, loss_cls: 1.9221, loss: 1.9221, grad_norm: 2.1783 2021-06-07 19:03:11,344 - mmaction - INFO - Epoch [12][2220/2689] lr: 6.000e-02, eta: 17:18:22, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7406, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.1959 2021-06-07 19:03:53,376 - mmaction - INFO - Epoch [12][2240/2689] lr: 6.000e-02, eta: 17:17:34, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9202, loss: 1.9202, grad_norm: 2.1474 2021-06-07 19:04:39,048 - mmaction - INFO - Epoch [12][2260/2689] lr: 6.000e-02, eta: 17:16:48, time: 2.284, data_time: 0.002, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7844, loss_cls: 1.8284, loss: 1.8284, grad_norm: 2.1451 2021-06-07 19:05:24,648 - mmaction - INFO - Epoch [12][2280/2689] lr: 6.000e-02, eta: 17:16:03, time: 2.279, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7641, loss_cls: 1.9059, loss: 1.9059, grad_norm: 2.2142 2021-06-07 19:06:09,712 - mmaction - INFO - Epoch [12][2300/2689] lr: 6.000e-02, eta: 17:15:17, time: 2.254, data_time: 0.002, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.8730, loss: 1.8730, grad_norm: 2.2089 2021-06-07 19:06:55,892 - mmaction - INFO - Epoch [12][2320/2689] lr: 6.000e-02, eta: 17:14:32, time: 2.309, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7578, loss_cls: 2.0615, loss: 2.0615, grad_norm: 2.3271 2021-06-07 19:07:40,391 - mmaction - INFO - Epoch [12][2340/2689] lr: 6.000e-02, eta: 17:13:46, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7844, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.1318 2021-06-07 19:08:22,696 - mmaction - INFO - Epoch [12][2360/2689] lr: 6.000e-02, eta: 17:12:57, time: 2.115, data_time: 0.002, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.8567, loss: 1.8567, grad_norm: 2.0485 2021-06-07 19:09:07,660 - mmaction - INFO - Epoch [12][2380/2689] lr: 6.000e-02, eta: 17:12:11, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7453, loss_cls: 1.9132, loss: 1.9132, grad_norm: 2.0963 2021-06-07 19:09:53,341 - mmaction - INFO - Epoch [12][2400/2689] lr: 6.000e-02, eta: 17:11:26, time: 2.284, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8156, loss_cls: 1.7162, loss: 1.7162, grad_norm: 2.0856 2021-06-07 19:10:39,803 - mmaction - INFO - Epoch [12][2420/2689] lr: 6.000e-02, eta: 17:10:41, time: 2.323, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.9230, loss: 1.9230, grad_norm: 2.1592 2021-06-07 19:11:24,483 - mmaction - INFO - Epoch [12][2440/2689] lr: 6.000e-02, eta: 17:09:55, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7891, loss_cls: 1.8654, loss: 1.8654, grad_norm: 2.1145 2021-06-07 19:12:09,551 - mmaction - INFO - Epoch [12][2460/2689] lr: 6.000e-02, eta: 17:09:09, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9620, loss: 1.9620, grad_norm: 2.3061 2021-06-07 19:12:55,371 - mmaction - INFO - Epoch [12][2480/2689] lr: 6.000e-02, eta: 17:08:23, time: 2.291, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.1606 2021-06-07 19:13:41,524 - mmaction - INFO - Epoch [12][2500/2689] lr: 6.000e-02, eta: 17:07:38, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7750, loss_cls: 1.9288, loss: 1.9288, grad_norm: 2.1990 2021-06-07 19:14:23,454 - mmaction - INFO - Epoch [12][2520/2689] lr: 6.000e-02, eta: 17:06:50, time: 2.096, data_time: 0.002, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 1.9744, loss: 1.9744, grad_norm: 2.0607 2021-06-07 19:15:08,752 - mmaction - INFO - Epoch [12][2540/2689] lr: 6.000e-02, eta: 17:06:04, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7844, loss_cls: 1.9581, loss: 1.9581, grad_norm: 2.1918 2021-06-07 19:15:54,109 - mmaction - INFO - Epoch [12][2560/2689] lr: 6.000e-02, eta: 17:05:18, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8141, loss_cls: 1.8026, loss: 1.8026, grad_norm: 2.0497 2021-06-07 19:16:40,284 - mmaction - INFO - Epoch [12][2580/2689] lr: 6.000e-02, eta: 17:04:33, time: 2.309, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7828, loss_cls: 1.9187, loss: 1.9187, grad_norm: 2.1142 2021-06-07 19:17:25,807 - mmaction - INFO - Epoch [12][2600/2689] lr: 6.000e-02, eta: 17:03:48, time: 2.276, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7953, loss_cls: 1.9098, loss: 1.9098, grad_norm: 2.2021 2021-06-07 19:18:10,507 - mmaction - INFO - Epoch [12][2620/2689] lr: 6.000e-02, eta: 17:03:02, time: 2.235, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7828, loss_cls: 1.9562, loss: 1.9562, grad_norm: 2.2741 2021-06-07 19:18:56,063 - mmaction - INFO - Epoch [12][2640/2689] lr: 6.000e-02, eta: 17:02:16, time: 2.278, data_time: 0.001, memory: 9293, top1_acc: 0.4969, top5_acc: 0.7828, loss_cls: 1.9425, loss: 1.9425, grad_norm: 2.2078 2021-06-07 19:19:42,009 - mmaction - INFO - Epoch [12][2660/2689] lr: 6.000e-02, eta: 17:01:31, time: 2.297, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7859, loss_cls: 1.8681, loss: 1.8681, grad_norm: 2.3268 2021-06-07 19:20:23,896 - mmaction - INFO - Epoch [12][2680/2689] lr: 6.000e-02, eta: 17:00:42, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7578, loss_cls: 2.0168, loss: 2.0168, grad_norm: 2.1160 2021-06-07 19:20:49,423 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-06-07 19:28:50,389 - mmaction - INFO - Epoch [13][20/2689] lr: 6.000e-02, eta: 17:05:20, time: 23.978, data_time: 22.637, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7922, loss_cls: 1.8761, loss: 1.8761, grad_norm: 2.2210 2021-06-07 19:29:15,802 - mmaction - INFO - Epoch [13][40/2689] lr: 6.000e-02, eta: 17:04:18, time: 1.272, data_time: 0.004, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.8157, loss: 1.8157, grad_norm: 2.1259 2021-06-07 19:29:42,522 - mmaction - INFO - Epoch [13][60/2689] lr: 6.000e-02, eta: 17:03:16, time: 1.336, data_time: 0.001, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.8359, loss: 1.8359, grad_norm: 2.1120 2021-06-07 19:30:11,564 - mmaction - INFO - Epoch [13][80/2689] lr: 6.000e-02, eta: 17:02:17, time: 1.452, data_time: 0.001, memory: 9293, top1_acc: 0.5547, top5_acc: 0.8141, loss_cls: 1.7531, loss: 1.7531, grad_norm: 2.0824 2021-06-07 19:30:45,430 - mmaction - INFO - Epoch [13][100/2689] lr: 6.000e-02, eta: 17:01:21, time: 1.694, data_time: 0.002, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7984, loss_cls: 1.8340, loss: 1.8340, grad_norm: 2.1518 2021-06-07 19:31:22,515 - mmaction - INFO - Epoch [13][120/2689] lr: 6.000e-02, eta: 17:00:28, time: 1.854, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7953, loss_cls: 1.8284, loss: 1.8284, grad_norm: 2.1239 2021-06-07 19:32:00,656 - mmaction - INFO - Epoch [13][140/2689] lr: 6.000e-02, eta: 16:59:36, time: 1.907, data_time: 0.001, memory: 9293, top1_acc: 0.5609, top5_acc: 0.8078, loss_cls: 1.7658, loss: 1.7658, grad_norm: 2.1761 2021-06-07 19:32:40,083 - mmaction - INFO - Epoch [13][160/2689] lr: 6.000e-02, eta: 16:58:45, time: 1.971, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8016, loss_cls: 1.8527, loss: 1.8527, grad_norm: 2.1848 2021-06-07 19:33:19,979 - mmaction - INFO - Epoch [13][180/2689] lr: 6.000e-02, eta: 16:57:55, time: 1.995, data_time: 0.002, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7766, loss_cls: 1.8988, loss: 1.8988, grad_norm: 2.2113 2021-06-07 19:33:57,484 - mmaction - INFO - Epoch [13][200/2689] lr: 6.000e-02, eta: 16:57:02, time: 1.875, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.8172, loss_cls: 1.7837, loss: 1.7837, grad_norm: 2.0803 2021-06-07 19:34:37,902 - mmaction - INFO - Epoch [13][220/2689] lr: 6.000e-02, eta: 16:56:12, time: 2.021, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8125, loss_cls: 1.7663, loss: 1.7663, grad_norm: 2.1378 2021-06-07 19:35:17,574 - mmaction - INFO - Epoch [13][240/2689] lr: 6.000e-02, eta: 16:55:21, time: 1.984, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7750, loss_cls: 1.8707, loss: 1.8707, grad_norm: 2.0967 2021-06-07 19:35:59,402 - mmaction - INFO - Epoch [13][260/2689] lr: 6.000e-02, eta: 16:54:32, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.5422, top5_acc: 0.8094, loss_cls: 1.7661, loss: 1.7661, grad_norm: 2.1616 2021-06-07 19:36:40,618 - mmaction - INFO - Epoch [13][280/2689] lr: 6.000e-02, eta: 16:53:43, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.5125, top5_acc: 0.7906, loss_cls: 1.8906, loss: 1.8906, grad_norm: 2.2028 2021-06-07 19:37:21,521 - mmaction - INFO - Epoch [13][300/2689] lr: 6.000e-02, eta: 16:52:53, time: 2.045, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.8705, loss: 1.8705, grad_norm: 2.1282 2021-06-07 19:38:03,449 - mmaction - INFO - Epoch [13][320/2689] lr: 6.000e-02, eta: 16:52:05, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7734, loss_cls: 1.8462, loss: 1.8462, grad_norm: 2.2005 2021-06-07 19:38:45,885 - mmaction - INFO - Epoch [13][340/2689] lr: 6.000e-02, eta: 16:51:16, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.8063, loss_cls: 1.7401, loss: 1.7401, grad_norm: 2.1357 2021-06-07 19:39:27,463 - mmaction - INFO - Epoch [13][360/2689] lr: 6.000e-02, eta: 16:50:27, time: 2.079, data_time: 0.001, memory: 9293, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.7909, loss: 1.7909, grad_norm: 2.0398 2021-06-07 19:40:10,922 - mmaction - INFO - Epoch [13][380/2689] lr: 6.000e-02, eta: 16:49:40, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7906, loss_cls: 1.8035, loss: 1.8035, grad_norm: 2.2181 2021-06-07 19:40:52,903 - mmaction - INFO - Epoch [13][400/2689] lr: 6.000e-02, eta: 16:48:51, time: 2.099, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8094, loss_cls: 1.8123, loss: 1.8123, grad_norm: 2.2687 2021-06-07 19:41:37,366 - mmaction - INFO - Epoch [13][420/2689] lr: 6.000e-02, eta: 16:48:04, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.4703, top5_acc: 0.7812, loss_cls: 1.9480, loss: 1.9480, grad_norm: 2.3346 2021-06-07 19:42:20,303 - mmaction - INFO - Epoch [13][440/2689] lr: 6.000e-02, eta: 16:47:16, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7922, loss_cls: 1.8163, loss: 1.8163, grad_norm: 2.1930 2021-06-07 19:43:05,559 - mmaction - INFO - Epoch [13][460/2689] lr: 6.000e-02, eta: 16:46:30, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0237, loss: 2.0237, grad_norm: 2.1687 2021-06-07 19:43:49,121 - mmaction - INFO - Epoch [13][480/2689] lr: 6.000e-02, eta: 16:45:43, time: 2.178, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7734, loss_cls: 1.8945, loss: 1.8945, grad_norm: 2.1625 2021-06-07 19:44:34,108 - mmaction - INFO - Epoch [13][500/2689] lr: 6.000e-02, eta: 16:44:56, time: 2.250, data_time: 0.002, memory: 9293, top1_acc: 0.5484, top5_acc: 0.7922, loss_cls: 1.7874, loss: 1.7874, grad_norm: 2.1428 2021-06-07 19:45:18,814 - mmaction - INFO - Epoch [13][520/2689] lr: 6.000e-02, eta: 16:44:10, time: 2.235, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.8031, loss_cls: 1.8892, loss: 1.8892, grad_norm: 2.2242 2021-06-07 19:46:04,018 - mmaction - INFO - Epoch [13][540/2689] lr: 6.000e-02, eta: 16:43:24, time: 2.260, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8078, loss_cls: 1.7929, loss: 1.7929, grad_norm: 2.2088 2021-06-07 19:46:48,543 - mmaction - INFO - Epoch [13][560/2689] lr: 6.000e-02, eta: 16:42:37, time: 2.226, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 1.8757, loss: 1.8757, grad_norm: 2.2013 2021-06-07 19:47:33,707 - mmaction - INFO - Epoch [13][580/2689] lr: 6.000e-02, eta: 16:41:51, time: 2.258, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9101, loss: 1.9101, grad_norm: 2.1422 2021-06-07 19:48:18,092 - mmaction - INFO - Epoch [13][600/2689] lr: 6.000e-02, eta: 16:41:04, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.5547, top5_acc: 0.8078, loss_cls: 1.7671, loss: 1.7671, grad_norm: 2.1284 2021-06-07 19:49:03,509 - mmaction - INFO - Epoch [13][620/2689] lr: 6.000e-02, eta: 16:40:18, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.8141, loss_cls: 1.7767, loss: 1.7767, grad_norm: 2.1978 2021-06-07 19:49:48,620 - mmaction - INFO - Epoch [13][640/2689] lr: 6.000e-02, eta: 16:39:32, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 1.8117, loss: 1.8117, grad_norm: 2.1296 2021-06-07 19:50:33,970 - mmaction - INFO - Epoch [13][660/2689] lr: 6.000e-02, eta: 16:38:46, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9126, loss: 1.9126, grad_norm: 2.2687 2021-06-07 19:51:16,680 - mmaction - INFO - Epoch [13][680/2689] lr: 6.000e-02, eta: 16:37:58, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.8343, loss: 1.8343, grad_norm: 2.0443 2021-06-07 19:52:00,135 - mmaction - INFO - Epoch [13][700/2689] lr: 6.000e-02, eta: 16:37:11, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.8109, loss_cls: 1.7527, loss: 1.7527, grad_norm: 2.2214 2021-06-07 19:52:41,241 - mmaction - INFO - Epoch [13][720/2689] lr: 6.000e-02, eta: 16:36:21, time: 2.055, data_time: 0.002, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.8606, loss: 1.8606, grad_norm: 2.2234 2021-06-07 19:53:23,732 - mmaction - INFO - Epoch [13][740/2689] lr: 6.000e-02, eta: 16:35:33, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.8000, loss_cls: 1.8638, loss: 1.8638, grad_norm: 2.1205 2021-06-07 19:54:07,727 - mmaction - INFO - Epoch [13][760/2689] lr: 6.000e-02, eta: 16:34:46, time: 2.200, data_time: 0.002, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7766, loss_cls: 1.9013, loss: 1.9013, grad_norm: 2.1953 2021-06-07 19:54:49,889 - mmaction - INFO - Epoch [13][780/2689] lr: 6.000e-02, eta: 16:33:58, time: 2.108, data_time: 0.002, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.8363, loss: 1.8363, grad_norm: 2.1134 2021-06-07 19:55:31,438 - mmaction - INFO - Epoch [13][800/2689] lr: 6.000e-02, eta: 16:33:09, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7750, loss_cls: 1.9357, loss: 1.9357, grad_norm: 2.2967 2021-06-07 19:56:11,123 - mmaction - INFO - Epoch [13][820/2689] lr: 6.000e-02, eta: 16:32:18, time: 1.984, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7797, loss_cls: 1.9199, loss: 1.9199, grad_norm: 2.2852 2021-06-07 19:56:52,674 - mmaction - INFO - Epoch [13][840/2689] lr: 6.000e-02, eta: 16:31:29, time: 2.077, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7766, loss_cls: 1.9394, loss: 1.9394, grad_norm: 2.1465 2021-06-07 19:57:34,972 - mmaction - INFO - Epoch [13][860/2689] lr: 6.000e-02, eta: 16:30:41, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 1.9726, loss: 1.9726, grad_norm: 2.1556 2021-06-07 19:58:17,300 - mmaction - INFO - Epoch [13][880/2689] lr: 6.000e-02, eta: 16:29:53, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7937, loss_cls: 1.8743, loss: 1.8743, grad_norm: 2.0916 2021-06-07 19:59:01,157 - mmaction - INFO - Epoch [13][900/2689] lr: 6.000e-02, eta: 16:29:06, time: 2.193, data_time: 0.002, memory: 9293, top1_acc: 0.5141, top5_acc: 0.8000, loss_cls: 1.8447, loss: 1.8447, grad_norm: 2.1455 2021-06-07 19:59:43,078 - mmaction - INFO - Epoch [13][920/2689] lr: 6.000e-02, eta: 16:28:17, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7891, loss_cls: 1.8725, loss: 1.8725, grad_norm: 2.2031 2021-06-07 20:00:26,896 - mmaction - INFO - Epoch [13][940/2689] lr: 6.000e-02, eta: 16:27:30, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.5312, top5_acc: 0.8203, loss_cls: 1.7716, loss: 1.7716, grad_norm: 2.1234 2021-06-07 20:01:09,776 - mmaction - INFO - Epoch [13][960/2689] lr: 6.000e-02, eta: 16:26:42, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9152, loss: 1.9152, grad_norm: 2.1745 2021-06-07 20:01:55,671 - mmaction - INFO - Epoch [13][980/2689] lr: 6.000e-02, eta: 16:25:57, time: 2.295, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7781, loss_cls: 1.9594, loss: 1.9594, grad_norm: 2.1831 2021-06-07 20:02:39,048 - mmaction - INFO - Epoch [13][1000/2689] lr: 6.000e-02, eta: 16:25:09, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7828, loss_cls: 1.7746, loss: 1.7746, grad_norm: 2.0440 2021-06-07 20:03:23,599 - mmaction - INFO - Epoch [13][1020/2689] lr: 6.000e-02, eta: 16:24:23, time: 2.227, data_time: 0.001, memory: 9293, top1_acc: 0.5641, top5_acc: 0.7984, loss_cls: 1.7388, loss: 1.7388, grad_norm: 2.0630 2021-06-07 20:04:06,802 - mmaction - INFO - Epoch [13][1040/2689] lr: 6.000e-02, eta: 16:23:35, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8047, loss_cls: 1.7635, loss: 1.7635, grad_norm: 2.1365 2021-06-07 20:04:51,561 - mmaction - INFO - Epoch [13][1060/2689] lr: 6.000e-02, eta: 16:22:49, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.0788, loss: 2.0788, grad_norm: 2.2738 2021-06-07 20:05:36,107 - mmaction - INFO - Epoch [13][1080/2689] lr: 6.000e-02, eta: 16:22:02, time: 2.227, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7859, loss_cls: 1.8583, loss: 1.8583, grad_norm: 2.0692 2021-06-07 20:06:21,710 - mmaction - INFO - Epoch [13][1100/2689] lr: 6.000e-02, eta: 16:21:17, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 1.9654, loss: 1.9654, grad_norm: 2.1974 2021-06-07 20:07:06,278 - mmaction - INFO - Epoch [13][1120/2689] lr: 6.000e-02, eta: 16:20:30, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7937, loss_cls: 1.8443, loss: 1.8443, grad_norm: 2.1947 2021-06-07 20:07:51,185 - mmaction - INFO - Epoch [13][1140/2689] lr: 6.000e-02, eta: 16:19:44, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.8559, loss: 1.8559, grad_norm: 2.1609 2021-06-07 20:08:32,440 - mmaction - INFO - Epoch [13][1160/2689] lr: 6.000e-02, eta: 16:18:55, time: 2.062, data_time: 0.001, memory: 9293, top1_acc: 0.5641, top5_acc: 0.8141, loss_cls: 1.6732, loss: 1.6732, grad_norm: 2.0366 2021-06-07 20:09:17,760 - mmaction - INFO - Epoch [13][1180/2689] lr: 6.000e-02, eta: 16:18:09, time: 2.266, data_time: 0.002, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7937, loss_cls: 1.8250, loss: 1.8250, grad_norm: 2.1718 2021-06-07 20:10:02,638 - mmaction - INFO - Epoch [13][1200/2689] lr: 6.000e-02, eta: 16:17:23, time: 2.244, data_time: 0.001, memory: 9293, top1_acc: 0.5531, top5_acc: 0.7891, loss_cls: 1.8219, loss: 1.8219, grad_norm: 2.0918 2021-06-07 20:10:47,599 - mmaction - INFO - Epoch [13][1220/2689] lr: 6.000e-02, eta: 16:16:36, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7797, loss_cls: 1.9226, loss: 1.9226, grad_norm: 2.1397 2021-06-07 20:11:32,984 - mmaction - INFO - Epoch [13][1240/2689] lr: 6.000e-02, eta: 16:15:51, time: 2.270, data_time: 0.002, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7906, loss_cls: 1.8758, loss: 1.8758, grad_norm: 2.1521 2021-06-07 20:12:17,217 - mmaction - INFO - Epoch [13][1260/2689] lr: 6.000e-02, eta: 16:15:04, time: 2.211, data_time: 0.001, memory: 9293, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.0512, loss: 2.0512, grad_norm: 2.2052 2021-06-07 20:13:00,910 - mmaction - INFO - Epoch [13][1280/2689] lr: 6.000e-02, eta: 16:14:17, time: 2.185, data_time: 0.002, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7641, loss_cls: 1.9517, loss: 1.9517, grad_norm: 2.1669 2021-06-07 20:13:46,414 - mmaction - INFO - Epoch [13][1300/2689] lr: 6.000e-02, eta: 16:13:31, time: 2.275, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.1111 2021-06-07 20:14:31,188 - mmaction - INFO - Epoch [13][1320/2689] lr: 6.000e-02, eta: 16:12:45, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.8016, loss_cls: 1.8101, loss: 1.8101, grad_norm: 2.1252 2021-06-07 20:15:16,693 - mmaction - INFO - Epoch [13][1340/2689] lr: 6.000e-02, eta: 16:11:59, time: 2.275, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.8739, loss: 1.8739, grad_norm: 2.0646 2021-06-07 20:16:03,509 - mmaction - INFO - Epoch [13][1360/2689] lr: 6.000e-02, eta: 16:11:14, time: 2.340, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.8233, loss: 1.8233, grad_norm: 2.0912 2021-06-07 20:16:48,594 - mmaction - INFO - Epoch [13][1380/2689] lr: 6.000e-02, eta: 16:10:28, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.8887, loss: 1.8887, grad_norm: 2.1978 2021-06-07 20:17:33,870 - mmaction - INFO - Epoch [13][1400/2689] lr: 6.000e-02, eta: 16:09:42, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.8429, loss: 1.8429, grad_norm: 2.1067 2021-06-07 20:18:19,585 - mmaction - INFO - Epoch [13][1420/2689] lr: 6.000e-02, eta: 16:08:57, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7672, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.2396 2021-06-07 20:19:04,760 - mmaction - INFO - Epoch [13][1440/2689] lr: 6.000e-02, eta: 16:08:10, time: 2.259, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7812, loss_cls: 1.9052, loss: 1.9052, grad_norm: 2.1112 2021-06-07 20:19:49,686 - mmaction - INFO - Epoch [13][1460/2689] lr: 6.000e-02, eta: 16:07:24, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.8995, loss: 1.8995, grad_norm: 2.2042 2021-06-07 20:20:33,303 - mmaction - INFO - Epoch [13][1480/2689] lr: 6.000e-02, eta: 16:06:37, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.7612, loss: 1.7612, grad_norm: 2.0220 2021-06-07 20:21:17,420 - mmaction - INFO - Epoch [13][1500/2689] lr: 6.000e-02, eta: 16:05:50, time: 2.206, data_time: 0.002, memory: 9293, top1_acc: 0.5547, top5_acc: 0.7812, loss_cls: 1.8121, loss: 1.8121, grad_norm: 2.1486 2021-06-07 20:22:03,057 - mmaction - INFO - Epoch [13][1520/2689] lr: 6.000e-02, eta: 16:05:05, time: 2.282, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9193, loss: 1.9193, grad_norm: 2.1279 2021-06-07 20:22:49,868 - mmaction - INFO - Epoch [13][1540/2689] lr: 6.000e-02, eta: 16:04:20, time: 2.340, data_time: 0.001, memory: 9293, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8423, loss: 1.8423, grad_norm: 2.1383 2021-06-07 20:23:36,338 - mmaction - INFO - Epoch [13][1560/2689] lr: 6.000e-02, eta: 16:03:35, time: 2.324, data_time: 0.001, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7688, loss_cls: 2.0267, loss: 2.0267, grad_norm: 2.1800 2021-06-07 20:24:20,592 - mmaction - INFO - Epoch [13][1580/2689] lr: 6.000e-02, eta: 16:02:48, time: 2.213, data_time: 0.002, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7891, loss_cls: 1.8199, loss: 1.8199, grad_norm: 2.0870 2021-06-07 20:25:06,367 - mmaction - INFO - Epoch [13][1600/2689] lr: 6.000e-02, eta: 16:02:03, time: 2.289, data_time: 0.001, memory: 9293, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7635, loss: 1.7635, grad_norm: 2.1513 2021-06-07 20:25:52,871 - mmaction - INFO - Epoch [13][1620/2689] lr: 6.000e-02, eta: 16:01:18, time: 2.325, data_time: 0.002, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 1.9456, loss: 1.9456, grad_norm: 2.1992 2021-06-07 20:26:38,159 - mmaction - INFO - Epoch [13][1640/2689] lr: 6.000e-02, eta: 16:00:32, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.5687, top5_acc: 0.7984, loss_cls: 1.7884, loss: 1.7884, grad_norm: 2.1046 2021-06-07 20:27:23,451 - mmaction - INFO - Epoch [13][1660/2689] lr: 6.000e-02, eta: 15:59:46, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0003, loss: 2.0003, grad_norm: 2.1802 2021-06-07 20:28:09,419 - mmaction - INFO - Epoch [13][1680/2689] lr: 6.000e-02, eta: 15:59:00, time: 2.299, data_time: 0.001, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9046, loss: 1.9046, grad_norm: 2.0489 2021-06-07 20:28:55,564 - mmaction - INFO - Epoch [13][1700/2689] lr: 6.000e-02, eta: 15:58:15, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.4719, top5_acc: 0.7734, loss_cls: 2.0270, loss: 2.0270, grad_norm: 2.1907 2021-06-07 20:29:40,958 - mmaction - INFO - Epoch [13][1720/2689] lr: 6.000e-02, eta: 15:57:29, time: 2.269, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.8986, loss: 1.8986, grad_norm: 2.2358 2021-06-07 20:30:27,046 - mmaction - INFO - Epoch [13][1740/2689] lr: 6.000e-02, eta: 15:56:44, time: 2.304, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7953, loss_cls: 1.9235, loss: 1.9235, grad_norm: 2.2697 2021-06-07 20:31:12,281 - mmaction - INFO - Epoch [13][1760/2689] lr: 6.000e-02, eta: 15:55:58, time: 2.262, data_time: 0.002, memory: 9293, top1_acc: 0.5188, top5_acc: 0.7797, loss_cls: 1.9271, loss: 1.9271, grad_norm: 2.1906 2021-06-07 20:31:58,596 - mmaction - INFO - Epoch [13][1780/2689] lr: 6.000e-02, eta: 15:55:13, time: 2.316, data_time: 0.001, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.7917, loss: 1.7917, grad_norm: 2.1463 2021-06-07 20:32:43,899 - mmaction - INFO - Epoch [13][1800/2689] lr: 6.000e-02, eta: 15:54:27, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7641, loss_cls: 1.9446, loss: 1.9446, grad_norm: 2.1965 2021-06-07 20:33:29,762 - mmaction - INFO - Epoch [13][1820/2689] lr: 6.000e-02, eta: 15:53:41, time: 2.293, data_time: 0.001, memory: 9293, top1_acc: 0.5578, top5_acc: 0.8281, loss_cls: 1.7707, loss: 1.7707, grad_norm: 2.0985 2021-06-07 20:34:12,231 - mmaction - INFO - Epoch [13][1840/2689] lr: 6.000e-02, eta: 15:52:53, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7953, loss_cls: 1.8227, loss: 1.8227, grad_norm: 2.2093 2021-06-07 20:34:55,744 - mmaction - INFO - Epoch [13][1860/2689] lr: 6.000e-02, eta: 15:52:06, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7906, loss_cls: 1.8752, loss: 1.8752, grad_norm: 2.2365 2021-06-07 20:35:37,122 - mmaction - INFO - Epoch [13][1880/2689] lr: 6.000e-02, eta: 15:51:17, time: 2.069, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7953, loss_cls: 1.8948, loss: 1.8948, grad_norm: 2.1449 2021-06-07 20:36:23,153 - mmaction - INFO - Epoch [13][1900/2689] lr: 6.000e-02, eta: 15:50:32, time: 2.301, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.8892, loss: 1.8892, grad_norm: 2.2288 2021-06-07 20:37:07,590 - mmaction - INFO - Epoch [13][1920/2689] lr: 6.000e-02, eta: 15:49:46, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7984, loss_cls: 1.8633, loss: 1.8633, grad_norm: 2.1363 2021-06-07 20:37:51,473 - mmaction - INFO - Epoch [13][1940/2689] lr: 6.000e-02, eta: 15:48:59, time: 2.194, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7891, loss_cls: 1.8192, loss: 1.8192, grad_norm: 2.0998 2021-06-07 20:38:30,254 - mmaction - INFO - Epoch [13][1960/2689] lr: 6.000e-02, eta: 15:48:08, time: 1.939, data_time: 0.001, memory: 9293, top1_acc: 0.5500, top5_acc: 0.8203, loss_cls: 1.7376, loss: 1.7376, grad_norm: 2.1774 2021-06-07 20:39:14,482 - mmaction - INFO - Epoch [13][1980/2689] lr: 6.000e-02, eta: 15:47:21, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.5609, top5_acc: 0.7984, loss_cls: 1.7813, loss: 1.7813, grad_norm: 2.1145 2021-06-07 20:39:58,365 - mmaction - INFO - Epoch [13][2000/2689] lr: 6.000e-02, eta: 15:46:34, time: 2.194, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.8016, loss_cls: 1.8366, loss: 1.8366, grad_norm: 2.1835 2021-06-07 20:40:41,533 - mmaction - INFO - Epoch [13][2020/2689] lr: 6.000e-02, eta: 15:45:47, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.8242, loss: 1.8242, grad_norm: 2.1811 2021-06-07 20:41:23,684 - mmaction - INFO - Epoch [13][2040/2689] lr: 6.000e-02, eta: 15:44:59, time: 2.108, data_time: 0.002, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7969, loss_cls: 1.8310, loss: 1.8310, grad_norm: 2.0992 2021-06-07 20:42:05,864 - mmaction - INFO - Epoch [13][2060/2689] lr: 6.000e-02, eta: 15:44:11, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.5797, top5_acc: 0.8016, loss_cls: 1.6867, loss: 1.6867, grad_norm: 2.0888 2021-06-07 20:42:48,032 - mmaction - INFO - Epoch [13][2080/2689] lr: 6.000e-02, eta: 15:43:23, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.5359, top5_acc: 0.8000, loss_cls: 1.8069, loss: 1.8069, grad_norm: 2.2574 2021-06-07 20:43:29,335 - mmaction - INFO - Epoch [13][2100/2689] lr: 6.000e-02, eta: 15:42:34, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8047, loss_cls: 1.8356, loss: 1.8356, grad_norm: 2.1830 2021-06-07 20:44:12,495 - mmaction - INFO - Epoch [13][2120/2689] lr: 6.000e-02, eta: 15:41:46, time: 2.158, data_time: 0.002, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7828, loss_cls: 1.8180, loss: 1.8180, grad_norm: 2.1806 2021-06-07 20:44:54,046 - mmaction - INFO - Epoch [13][2140/2689] lr: 6.000e-02, eta: 15:40:58, time: 2.078, data_time: 0.002, memory: 9293, top1_acc: 0.5563, top5_acc: 0.8141, loss_cls: 1.7449, loss: 1.7449, grad_norm: 2.1330 2021-06-07 20:45:36,866 - mmaction - INFO - Epoch [13][2160/2689] lr: 6.000e-02, eta: 15:40:10, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.5422, top5_acc: 0.7984, loss_cls: 1.8511, loss: 1.8511, grad_norm: 2.1715 2021-06-07 20:46:20,289 - mmaction - INFO - Epoch [13][2180/2689] lr: 6.000e-02, eta: 15:39:23, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7953, loss_cls: 1.8145, loss: 1.8145, grad_norm: 2.1210 2021-06-07 20:47:02,704 - mmaction - INFO - Epoch [13][2200/2689] lr: 6.000e-02, eta: 15:38:35, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7797, loss_cls: 1.9174, loss: 1.9174, grad_norm: 2.1750 2021-06-07 20:47:46,308 - mmaction - INFO - Epoch [13][2220/2689] lr: 6.000e-02, eta: 15:37:48, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7766, loss_cls: 1.9145, loss: 1.9145, grad_norm: 2.1821 2021-06-07 20:48:26,368 - mmaction - INFO - Epoch [13][2240/2689] lr: 6.000e-02, eta: 15:36:58, time: 2.003, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7953, loss_cls: 1.9131, loss: 1.9131, grad_norm: 2.1298 2021-06-07 20:49:07,332 - mmaction - INFO - Epoch [13][2260/2689] lr: 6.000e-02, eta: 15:36:09, time: 2.048, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 1.9094, loss: 1.9094, grad_norm: 2.1602 2021-06-07 20:49:50,317 - mmaction - INFO - Epoch [13][2280/2689] lr: 6.000e-02, eta: 15:35:22, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 1.9053, loss: 1.9053, grad_norm: 2.1699 2021-06-07 20:50:34,668 - mmaction - INFO - Epoch [13][2300/2689] lr: 6.000e-02, eta: 15:34:35, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 1.9433, loss: 1.9433, grad_norm: 2.1233 2021-06-07 20:51:17,558 - mmaction - INFO - Epoch [13][2320/2689] lr: 6.000e-02, eta: 15:33:48, time: 2.145, data_time: 0.002, memory: 9293, top1_acc: 0.5047, top5_acc: 0.7703, loss_cls: 1.9141, loss: 1.9141, grad_norm: 2.2332 2021-06-07 20:52:01,819 - mmaction - INFO - Epoch [13][2340/2689] lr: 6.000e-02, eta: 15:33:01, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7797, loss_cls: 1.8425, loss: 1.8425, grad_norm: 2.0478 2021-06-07 20:52:47,921 - mmaction - INFO - Epoch [13][2360/2689] lr: 6.000e-02, eta: 15:32:16, time: 2.305, data_time: 0.001, memory: 9293, top1_acc: 0.4906, top5_acc: 0.7672, loss_cls: 2.0206, loss: 2.0206, grad_norm: 2.1543 2021-06-07 20:53:33,920 - mmaction - INFO - Epoch [13][2380/2689] lr: 6.000e-02, eta: 15:31:31, time: 2.300, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7828, loss_cls: 1.9014, loss: 1.9014, grad_norm: 2.1385 2021-06-07 20:54:19,778 - mmaction - INFO - Epoch [13][2400/2689] lr: 6.000e-02, eta: 15:30:45, time: 2.293, data_time: 0.002, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7891, loss_cls: 1.9522, loss: 1.9522, grad_norm: 2.1945 2021-06-07 20:55:05,038 - mmaction - INFO - Epoch [13][2420/2689] lr: 6.000e-02, eta: 15:30:00, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7906, loss_cls: 1.8688, loss: 1.8688, grad_norm: 2.1393 2021-06-07 20:55:48,403 - mmaction - INFO - Epoch [13][2440/2689] lr: 6.000e-02, eta: 15:29:12, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.8699, loss: 1.8699, grad_norm: 2.1676 2021-06-07 20:56:31,546 - mmaction - INFO - Epoch [13][2460/2689] lr: 6.000e-02, eta: 15:28:25, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.4938, top5_acc: 0.7797, loss_cls: 1.9349, loss: 1.9349, grad_norm: 2.1388 2021-06-07 20:57:12,796 - mmaction - INFO - Epoch [13][2480/2689] lr: 6.000e-02, eta: 15:27:36, time: 2.062, data_time: 0.001, memory: 9293, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.7224, loss: 1.7224, grad_norm: 2.0740 2021-06-07 20:57:57,423 - mmaction - INFO - Epoch [13][2500/2689] lr: 6.000e-02, eta: 15:26:50, time: 2.232, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7781, loss_cls: 1.9866, loss: 1.9866, grad_norm: 2.1613 2021-06-07 20:58:42,761 - mmaction - INFO - Epoch [13][2520/2689] lr: 6.000e-02, eta: 15:26:04, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.7623, loss: 1.7623, grad_norm: 2.1229 2021-06-07 20:59:27,274 - mmaction - INFO - Epoch [13][2540/2689] lr: 6.000e-02, eta: 15:25:18, time: 2.226, data_time: 0.001, memory: 9293, top1_acc: 0.5609, top5_acc: 0.8016, loss_cls: 1.7678, loss: 1.7678, grad_norm: 2.1202 2021-06-07 21:00:12,205 - mmaction - INFO - Epoch [13][2560/2689] lr: 6.000e-02, eta: 15:24:32, time: 2.247, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.8122, loss: 1.8122, grad_norm: 2.1415 2021-06-07 21:00:55,666 - mmaction - INFO - Epoch [13][2580/2689] lr: 6.000e-02, eta: 15:23:45, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8016, loss_cls: 1.7671, loss: 1.7671, grad_norm: 2.1015 2021-06-07 21:01:39,863 - mmaction - INFO - Epoch [13][2600/2689] lr: 6.000e-02, eta: 15:22:58, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 1.9804, loss: 1.9804, grad_norm: 2.1743 2021-06-07 21:02:24,368 - mmaction - INFO - Epoch [13][2620/2689] lr: 6.000e-02, eta: 15:22:12, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7875, loss_cls: 1.8487, loss: 1.8487, grad_norm: 2.0993 2021-06-07 21:03:07,718 - mmaction - INFO - Epoch [13][2640/2689] lr: 6.000e-02, eta: 15:21:25, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7828, loss_cls: 1.9233, loss: 1.9233, grad_norm: 2.1237 2021-06-07 21:03:50,389 - mmaction - INFO - Epoch [13][2660/2689] lr: 6.000e-02, eta: 15:20:37, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 1.8739, loss: 1.8739, grad_norm: 2.1328 2021-06-07 21:04:35,486 - mmaction - INFO - Epoch [13][2680/2689] lr: 6.000e-02, eta: 15:19:51, time: 2.255, data_time: 0.001, memory: 9293, top1_acc: 0.4953, top5_acc: 0.7828, loss_cls: 1.9460, loss: 1.9460, grad_norm: 2.1263 2021-06-07 21:04:58,866 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-06-07 21:12:50,926 - mmaction - INFO - Epoch [14][20/2689] lr: 6.000e-02, eta: 15:23:25, time: 23.534, data_time: 22.180, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.7777, loss: 1.7777, grad_norm: 2.1684 2021-06-07 21:13:16,348 - mmaction - INFO - Epoch [14][40/2689] lr: 6.000e-02, eta: 15:22:25, time: 1.272, data_time: 0.003, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 1.8885, loss: 1.8885, grad_norm: 2.2501 2021-06-07 21:13:43,146 - mmaction - INFO - Epoch [14][60/2689] lr: 6.000e-02, eta: 15:21:26, time: 1.340, data_time: 0.001, memory: 9293, top1_acc: 0.5188, top5_acc: 0.8141, loss_cls: 1.8297, loss: 1.8297, grad_norm: 2.1986 2021-06-07 21:14:13,746 - mmaction - INFO - Epoch [14][80/2689] lr: 6.000e-02, eta: 15:20:30, time: 1.530, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.8141, loss_cls: 1.7639, loss: 1.7639, grad_norm: 2.0624 2021-06-07 21:14:50,134 - mmaction - INFO - Epoch [14][100/2689] lr: 6.000e-02, eta: 15:19:37, time: 1.819, data_time: 0.001, memory: 9293, top1_acc: 0.5578, top5_acc: 0.8125, loss_cls: 1.7819, loss: 1.7819, grad_norm: 2.0845 2021-06-07 21:15:29,840 - mmaction - INFO - Epoch [14][120/2689] lr: 6.000e-02, eta: 15:18:47, time: 1.985, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8266, loss_cls: 1.6898, loss: 1.6898, grad_norm: 2.1520 2021-06-07 21:16:10,721 - mmaction - INFO - Epoch [14][140/2689] lr: 6.000e-02, eta: 15:17:58, time: 2.045, data_time: 0.002, memory: 9293, top1_acc: 0.5109, top5_acc: 0.7844, loss_cls: 1.8456, loss: 1.8456, grad_norm: 2.2786 2021-06-07 21:16:52,632 - mmaction - INFO - Epoch [14][160/2689] lr: 6.000e-02, eta: 15:17:10, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.8187, loss_cls: 1.7148, loss: 1.7148, grad_norm: 2.1329 2021-06-07 21:17:36,749 - mmaction - INFO - Epoch [14][180/2689] lr: 6.000e-02, eta: 15:16:23, time: 2.206, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.7712, loss: 1.7712, grad_norm: 2.1212 2021-06-07 21:18:20,713 - mmaction - INFO - Epoch [14][200/2689] lr: 6.000e-02, eta: 15:15:36, time: 2.198, data_time: 0.001, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 1.8965, loss: 1.8965, grad_norm: 2.2279 2021-06-07 21:19:05,198 - mmaction - INFO - Epoch [14][220/2689] lr: 6.000e-02, eta: 15:14:49, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0124, loss: 2.0124, grad_norm: 2.1160 2021-06-07 21:19:49,183 - mmaction - INFO - Epoch [14][240/2689] lr: 6.000e-02, eta: 15:14:02, time: 2.199, data_time: 0.001, memory: 9293, top1_acc: 0.5578, top5_acc: 0.8234, loss_cls: 1.6816, loss: 1.6816, grad_norm: 2.0685 2021-06-07 21:20:33,992 - mmaction - INFO - Epoch [14][260/2689] lr: 6.000e-02, eta: 15:13:16, time: 2.240, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9072, loss: 1.9072, grad_norm: 2.1789 2021-06-07 21:21:19,336 - mmaction - INFO - Epoch [14][280/2689] lr: 6.000e-02, eta: 15:12:30, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8303, loss: 1.8303, grad_norm: 2.1145 2021-06-07 21:22:05,099 - mmaction - INFO - Epoch [14][300/2689] lr: 6.000e-02, eta: 15:11:44, time: 2.288, data_time: 0.001, memory: 9293, top1_acc: 0.5359, top5_acc: 0.8000, loss_cls: 1.8005, loss: 1.8005, grad_norm: 2.0618 2021-06-07 21:22:47,694 - mmaction - INFO - Epoch [14][320/2689] lr: 6.000e-02, eta: 15:10:56, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.8327, loss: 1.8327, grad_norm: 2.0978 2021-06-07 21:23:32,980 - mmaction - INFO - Epoch [14][340/2689] lr: 6.000e-02, eta: 15:10:10, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 1.8736, loss: 1.8736, grad_norm: 2.1030 2021-06-07 21:24:16,355 - mmaction - INFO - Epoch [14][360/2689] lr: 6.000e-02, eta: 15:09:22, time: 2.169, data_time: 0.002, memory: 9293, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.7717, loss: 1.7717, grad_norm: 2.1013 2021-06-07 21:24:59,952 - mmaction - INFO - Epoch [14][380/2689] lr: 6.000e-02, eta: 15:08:35, time: 2.179, data_time: 0.001, memory: 9293, top1_acc: 0.5703, top5_acc: 0.7812, loss_cls: 1.7679, loss: 1.7679, grad_norm: 2.1299 2021-06-07 21:25:43,287 - mmaction - INFO - Epoch [14][400/2689] lr: 6.000e-02, eta: 15:07:48, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.7549, loss: 1.7549, grad_norm: 2.1583 2021-06-07 21:26:25,155 - mmaction - INFO - Epoch [14][420/2689] lr: 6.000e-02, eta: 15:06:59, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.8462, loss: 1.8462, grad_norm: 2.3001 2021-06-07 21:27:07,684 - mmaction - INFO - Epoch [14][440/2689] lr: 6.000e-02, eta: 15:06:11, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.5766, top5_acc: 0.7922, loss_cls: 1.7690, loss: 1.7690, grad_norm: 2.0319 2021-06-07 21:27:49,995 - mmaction - INFO - Epoch [14][460/2689] lr: 6.000e-02, eta: 15:05:23, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.7891, loss_cls: 1.8791, loss: 1.8791, grad_norm: 2.3299 2021-06-07 21:28:32,631 - mmaction - INFO - Epoch [14][480/2689] lr: 6.000e-02, eta: 15:04:36, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7984, loss_cls: 1.9160, loss: 1.9160, grad_norm: 2.1280 2021-06-07 21:29:14,998 - mmaction - INFO - Epoch [14][500/2689] lr: 6.000e-02, eta: 15:03:48, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.8094, loss_cls: 1.7753, loss: 1.7753, grad_norm: 2.0619 2021-06-07 21:29:57,621 - mmaction - INFO - Epoch [14][520/2689] lr: 6.000e-02, eta: 15:03:00, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.6804, loss: 1.6804, grad_norm: 2.2266 2021-06-07 21:30:39,343 - mmaction - INFO - Epoch [14][540/2689] lr: 6.000e-02, eta: 15:02:11, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.9144, loss: 1.9144, grad_norm: 2.1887 2021-06-07 21:31:21,791 - mmaction - INFO - Epoch [14][560/2689] lr: 6.000e-02, eta: 15:01:23, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7922, loss_cls: 1.8381, loss: 1.8381, grad_norm: 2.1594 2021-06-07 21:32:00,728 - mmaction - INFO - Epoch [14][580/2689] lr: 6.000e-02, eta: 15:00:33, time: 1.947, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.7904, loss: 1.7904, grad_norm: 2.0916 2021-06-07 21:32:42,647 - mmaction - INFO - Epoch [14][600/2689] lr: 6.000e-02, eta: 14:59:45, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.8219, loss_cls: 1.7373, loss: 1.7373, grad_norm: 2.1886 2021-06-07 21:33:24,552 - mmaction - INFO - Epoch [14][620/2689] lr: 6.000e-02, eta: 14:58:56, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7844, loss_cls: 1.9167, loss: 1.9167, grad_norm: 2.2359 2021-06-07 21:34:05,971 - mmaction - INFO - Epoch [14][640/2689] lr: 6.000e-02, eta: 14:58:08, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.8310, loss: 1.8310, grad_norm: 2.1147 2021-06-07 21:34:48,762 - mmaction - INFO - Epoch [14][660/2689] lr: 6.000e-02, eta: 14:57:20, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8047, loss_cls: 1.7452, loss: 1.7452, grad_norm: 2.2222 2021-06-07 21:35:30,954 - mmaction - INFO - Epoch [14][680/2689] lr: 6.000e-02, eta: 14:56:32, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7781, loss_cls: 1.8923, loss: 1.8923, grad_norm: 2.1714 2021-06-07 21:36:13,573 - mmaction - INFO - Epoch [14][700/2689] lr: 6.000e-02, eta: 14:55:44, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8047, loss_cls: 1.7605, loss: 1.7605, grad_norm: 2.0806 2021-06-07 21:36:54,563 - mmaction - INFO - Epoch [14][720/2689] lr: 6.000e-02, eta: 14:54:55, time: 2.050, data_time: 0.002, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.8439, loss: 1.8439, grad_norm: 2.1692 2021-06-07 21:37:36,040 - mmaction - INFO - Epoch [14][740/2689] lr: 6.000e-02, eta: 14:54:07, time: 2.074, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7906, loss_cls: 1.8686, loss: 1.8686, grad_norm: 2.2016 2021-06-07 21:38:18,986 - mmaction - INFO - Epoch [14][760/2689] lr: 6.000e-02, eta: 14:53:19, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 1.8527, loss: 1.8527, grad_norm: 2.4013 2021-06-07 21:39:00,897 - mmaction - INFO - Epoch [14][780/2689] lr: 6.000e-02, eta: 14:52:31, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8047, loss_cls: 1.8756, loss: 1.8756, grad_norm: 2.1871 2021-06-07 21:39:42,457 - mmaction - INFO - Epoch [14][800/2689] lr: 6.000e-02, eta: 14:51:43, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7460, loss: 1.7460, grad_norm: 2.1540 2021-06-07 21:40:24,897 - mmaction - INFO - Epoch [14][820/2689] lr: 6.000e-02, eta: 14:50:55, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7781, loss_cls: 1.9029, loss: 1.9029, grad_norm: 2.1399 2021-06-07 21:41:06,238 - mmaction - INFO - Epoch [14][840/2689] lr: 6.000e-02, eta: 14:50:06, time: 2.067, data_time: 0.001, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7891, loss_cls: 1.8441, loss: 1.8441, grad_norm: 2.1123 2021-06-07 21:41:49,632 - mmaction - INFO - Epoch [14][860/2689] lr: 6.000e-02, eta: 14:49:19, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.5609, top5_acc: 0.7984, loss_cls: 1.8108, loss: 1.8108, grad_norm: 2.1279 2021-06-07 21:42:31,716 - mmaction - INFO - Epoch [14][880/2689] lr: 6.000e-02, eta: 14:48:31, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 1.9068, loss: 1.9068, grad_norm: 2.2836 2021-06-07 21:43:16,164 - mmaction - INFO - Epoch [14][900/2689] lr: 6.000e-02, eta: 14:47:44, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.5281, top5_acc: 0.8047, loss_cls: 1.7803, loss: 1.7803, grad_norm: 2.1758 2021-06-07 21:44:01,340 - mmaction - INFO - Epoch [14][920/2689] lr: 6.000e-02, eta: 14:46:58, time: 2.259, data_time: 0.001, memory: 9293, top1_acc: 0.5828, top5_acc: 0.8328, loss_cls: 1.6340, loss: 1.6340, grad_norm: 2.1544 2021-06-07 21:44:45,720 - mmaction - INFO - Epoch [14][940/2689] lr: 6.000e-02, eta: 14:46:12, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7077, loss: 1.7077, grad_norm: 2.2061 2021-06-07 21:45:29,041 - mmaction - INFO - Epoch [14][960/2689] lr: 6.000e-02, eta: 14:45:24, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7906, loss_cls: 1.7827, loss: 1.7827, grad_norm: 2.1983 2021-06-07 21:46:12,865 - mmaction - INFO - Epoch [14][980/2689] lr: 6.000e-02, eta: 14:44:37, time: 2.192, data_time: 0.002, memory: 9293, top1_acc: 0.4891, top5_acc: 0.7766, loss_cls: 1.8874, loss: 1.8874, grad_norm: 2.0912 2021-06-07 21:46:55,062 - mmaction - INFO - Epoch [14][1000/2689] lr: 6.000e-02, eta: 14:43:49, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.8344, loss_cls: 1.6627, loss: 1.6627, grad_norm: 2.0978 2021-06-07 21:47:40,286 - mmaction - INFO - Epoch [14][1020/2689] lr: 6.000e-02, eta: 14:43:03, time: 2.261, data_time: 0.001, memory: 9293, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0237, loss: 2.0237, grad_norm: 2.2978 2021-06-07 21:48:22,683 - mmaction - INFO - Epoch [14][1040/2689] lr: 6.000e-02, eta: 14:42:15, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.5922, top5_acc: 0.8297, loss_cls: 1.5967, loss: 1.5967, grad_norm: 2.0018 2021-06-07 21:49:07,366 - mmaction - INFO - Epoch [14][1060/2689] lr: 6.000e-02, eta: 14:41:29, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.5687, top5_acc: 0.8219, loss_cls: 1.7162, loss: 1.7162, grad_norm: 2.1318 2021-06-07 21:49:48,496 - mmaction - INFO - Epoch [14][1080/2689] lr: 6.000e-02, eta: 14:40:40, time: 2.057, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7812, loss_cls: 1.8589, loss: 1.8589, grad_norm: 2.2619 2021-06-07 21:50:30,163 - mmaction - INFO - Epoch [14][1100/2689] lr: 6.000e-02, eta: 14:39:52, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7828, loss_cls: 1.7917, loss: 1.7917, grad_norm: 2.1744 2021-06-07 21:51:16,220 - mmaction - INFO - Epoch [14][1120/2689] lr: 6.000e-02, eta: 14:39:07, time: 2.302, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7797, loss_cls: 1.9423, loss: 1.9423, grad_norm: 2.3340 2021-06-07 21:52:01,813 - mmaction - INFO - Epoch [14][1140/2689] lr: 6.000e-02, eta: 14:38:21, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.7969, loss_cls: 1.7386, loss: 1.7386, grad_norm: 2.1420 2021-06-07 21:52:47,940 - mmaction - INFO - Epoch [14][1160/2689] lr: 6.000e-02, eta: 14:37:35, time: 2.306, data_time: 0.001, memory: 9293, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.7779, loss: 1.7779, grad_norm: 2.0985 2021-06-07 21:53:34,441 - mmaction - INFO - Epoch [14][1180/2689] lr: 6.000e-02, eta: 14:36:50, time: 2.325, data_time: 0.001, memory: 9293, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.8273, loss: 1.8273, grad_norm: 2.1989 2021-06-07 21:54:19,491 - mmaction - INFO - Epoch [14][1200/2689] lr: 6.000e-02, eta: 14:36:04, time: 2.252, data_time: 0.001, memory: 9293, top1_acc: 0.5641, top5_acc: 0.8187, loss_cls: 1.7442, loss: 1.7442, grad_norm: 2.1546 2021-06-07 21:55:05,274 - mmaction - INFO - Epoch [14][1220/2689] lr: 6.000e-02, eta: 14:35:18, time: 2.289, data_time: 0.001, memory: 9293, top1_acc: 0.5219, top5_acc: 0.8156, loss_cls: 1.7728, loss: 1.7728, grad_norm: 2.2389 2021-06-07 21:55:51,029 - mmaction - INFO - Epoch [14][1240/2689] lr: 6.000e-02, eta: 14:34:33, time: 2.288, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.8016, loss_cls: 1.7630, loss: 1.7630, grad_norm: 2.1507 2021-06-07 21:56:36,676 - mmaction - INFO - Epoch [14][1260/2689] lr: 6.000e-02, eta: 14:33:47, time: 2.282, data_time: 0.001, memory: 9293, top1_acc: 0.5141, top5_acc: 0.7969, loss_cls: 1.8894, loss: 1.8894, grad_norm: 2.2588 2021-06-07 21:57:20,918 - mmaction - INFO - Epoch [14][1280/2689] lr: 6.000e-02, eta: 14:33:00, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7922, loss_cls: 1.8221, loss: 1.8221, grad_norm: 2.1588 2021-06-07 21:58:04,033 - mmaction - INFO - Epoch [14][1300/2689] lr: 6.000e-02, eta: 14:32:13, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.8000, loss_cls: 1.8100, loss: 1.8100, grad_norm: 2.2773 2021-06-07 21:58:45,961 - mmaction - INFO - Epoch [14][1320/2689] lr: 6.000e-02, eta: 14:31:25, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8063, loss_cls: 1.7318, loss: 1.7318, grad_norm: 2.2063 2021-06-07 21:59:29,440 - mmaction - INFO - Epoch [14][1340/2689] lr: 6.000e-02, eta: 14:30:38, time: 2.174, data_time: 0.001, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7875, loss_cls: 1.8545, loss: 1.8545, grad_norm: 2.2494 2021-06-07 22:00:13,064 - mmaction - INFO - Epoch [14][1360/2689] lr: 6.000e-02, eta: 14:29:51, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7859, loss_cls: 1.8451, loss: 1.8451, grad_norm: 2.1384 2021-06-07 22:00:57,402 - mmaction - INFO - Epoch [14][1380/2689] lr: 6.000e-02, eta: 14:29:04, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.8016, loss_cls: 1.7709, loss: 1.7709, grad_norm: 2.1565 2021-06-07 22:01:38,539 - mmaction - INFO - Epoch [14][1400/2689] lr: 6.000e-02, eta: 14:28:16, time: 2.056, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8016, loss_cls: 1.8085, loss: 1.8085, grad_norm: 2.2503 2021-06-07 22:02:22,209 - mmaction - INFO - Epoch [14][1420/2689] lr: 6.000e-02, eta: 14:27:29, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7984, loss_cls: 1.7684, loss: 1.7684, grad_norm: 2.1327 2021-06-07 22:03:06,757 - mmaction - INFO - Epoch [14][1440/2689] lr: 6.000e-02, eta: 14:26:42, time: 2.227, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7859, loss_cls: 1.8698, loss: 1.8698, grad_norm: 2.2121 2021-06-07 22:03:49,778 - mmaction - INFO - Epoch [14][1460/2689] lr: 6.000e-02, eta: 14:25:55, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7797, loss_cls: 1.9064, loss: 1.9064, grad_norm: 2.1484 2021-06-07 22:04:31,600 - mmaction - INFO - Epoch [14][1480/2689] lr: 6.000e-02, eta: 14:25:07, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.5437, top5_acc: 0.8047, loss_cls: 1.7930, loss: 1.7930, grad_norm: 2.1961 2021-06-07 22:05:14,403 - mmaction - INFO - Epoch [14][1500/2689] lr: 6.000e-02, eta: 14:24:19, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8172, loss_cls: 1.7849, loss: 1.7849, grad_norm: 2.2993 2021-06-07 22:05:58,126 - mmaction - INFO - Epoch [14][1520/2689] lr: 6.000e-02, eta: 14:23:33, time: 2.187, data_time: 0.002, memory: 9293, top1_acc: 0.5453, top5_acc: 0.7906, loss_cls: 1.7973, loss: 1.7973, grad_norm: 2.1552 2021-06-07 22:06:40,831 - mmaction - INFO - Epoch [14][1540/2689] lr: 6.000e-02, eta: 14:22:45, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7984, loss_cls: 1.8589, loss: 1.8589, grad_norm: 2.2762 2021-06-07 22:07:19,741 - mmaction - INFO - Epoch [14][1560/2689] lr: 6.000e-02, eta: 14:21:55, time: 1.946, data_time: 0.001, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8109, loss_cls: 1.7430, loss: 1.7430, grad_norm: 2.0320 2021-06-07 22:08:03,953 - mmaction - INFO - Epoch [14][1580/2689] lr: 6.000e-02, eta: 14:21:08, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.8109, loss_cls: 1.7784, loss: 1.7784, grad_norm: 2.2515 2021-06-07 22:08:46,731 - mmaction - INFO - Epoch [14][1600/2689] lr: 6.000e-02, eta: 14:20:21, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.5547, top5_acc: 0.8031, loss_cls: 1.7650, loss: 1.7650, grad_norm: 2.1696 2021-06-07 22:09:30,816 - mmaction - INFO - Epoch [14][1620/2689] lr: 6.000e-02, eta: 14:19:34, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 1.7780, loss: 1.7780, grad_norm: 2.1726 2021-06-07 22:10:15,318 - mmaction - INFO - Epoch [14][1640/2689] lr: 6.000e-02, eta: 14:18:48, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7859, loss_cls: 1.8328, loss: 1.8328, grad_norm: 2.1517 2021-06-07 22:10:59,296 - mmaction - INFO - Epoch [14][1660/2689] lr: 6.000e-02, eta: 14:18:01, time: 2.199, data_time: 0.001, memory: 9293, top1_acc: 0.5266, top5_acc: 0.8000, loss_cls: 1.8151, loss: 1.8151, grad_norm: 2.2146 2021-06-07 22:11:43,564 - mmaction - INFO - Epoch [14][1680/2689] lr: 6.000e-02, eta: 14:17:15, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.8016, loss_cls: 1.8624, loss: 1.8624, grad_norm: 2.2131 2021-06-07 22:12:28,355 - mmaction - INFO - Epoch [14][1700/2689] lr: 6.000e-02, eta: 14:16:28, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.7828, loss_cls: 1.8603, loss: 1.8603, grad_norm: 2.2879 2021-06-07 22:13:13,121 - mmaction - INFO - Epoch [14][1720/2689] lr: 6.000e-02, eta: 14:15:42, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.5250, top5_acc: 0.7828, loss_cls: 1.8939, loss: 1.8939, grad_norm: 2.2746 2021-06-07 22:13:58,759 - mmaction - INFO - Epoch [14][1740/2689] lr: 6.000e-02, eta: 14:14:57, time: 2.282, data_time: 0.002, memory: 9293, top1_acc: 0.5344, top5_acc: 0.8141, loss_cls: 1.8083, loss: 1.8083, grad_norm: 2.0811 2021-06-07 22:14:44,471 - mmaction - INFO - Epoch [14][1760/2689] lr: 6.000e-02, eta: 14:14:11, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.5031, top5_acc: 0.7609, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.2857 2021-06-07 22:15:30,026 - mmaction - INFO - Epoch [14][1780/2689] lr: 6.000e-02, eta: 14:13:25, time: 2.277, data_time: 0.001, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7766, loss_cls: 1.8499, loss: 1.8499, grad_norm: 2.0385 2021-06-07 22:16:15,841 - mmaction - INFO - Epoch [14][1800/2689] lr: 6.000e-02, eta: 14:12:40, time: 2.291, data_time: 0.001, memory: 9293, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.8258, loss: 1.8258, grad_norm: 2.0992 2021-06-07 22:17:01,683 - mmaction - INFO - Epoch [14][1820/2689] lr: 6.000e-02, eta: 14:11:54, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8094, loss_cls: 1.7581, loss: 1.7581, grad_norm: 2.0823 2021-06-07 22:17:47,419 - mmaction - INFO - Epoch [14][1840/2689] lr: 6.000e-02, eta: 14:11:08, time: 2.287, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7922, loss_cls: 1.7848, loss: 1.7848, grad_norm: 2.1454 2021-06-07 22:18:31,807 - mmaction - INFO - Epoch [14][1860/2689] lr: 6.000e-02, eta: 14:10:22, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 1.9513, loss: 1.9513, grad_norm: 2.1396 2021-06-07 22:19:18,053 - mmaction - INFO - Epoch [14][1880/2689] lr: 6.000e-02, eta: 14:09:37, time: 2.312, data_time: 0.001, memory: 9293, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8453, loss: 1.8453, grad_norm: 2.1386 2021-06-07 22:20:01,993 - mmaction - INFO - Epoch [14][1900/2689] lr: 6.000e-02, eta: 14:08:50, time: 2.197, data_time: 0.001, memory: 9293, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 1.9105, loss: 1.9105, grad_norm: 2.2019 2021-06-07 22:20:45,859 - mmaction - INFO - Epoch [14][1920/2689] lr: 6.000e-02, eta: 14:08:03, time: 2.194, data_time: 0.002, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8314, loss: 1.8314, grad_norm: 2.0904 2021-06-07 22:21:29,529 - mmaction - INFO - Epoch [14][1940/2689] lr: 6.000e-02, eta: 14:07:16, time: 2.184, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8047, loss_cls: 1.7911, loss: 1.7911, grad_norm: 2.0763 2021-06-07 22:22:12,994 - mmaction - INFO - Epoch [14][1960/2689] lr: 6.000e-02, eta: 14:06:29, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.6511, loss: 1.6511, grad_norm: 2.1365 2021-06-07 22:22:56,913 - mmaction - INFO - Epoch [14][1980/2689] lr: 6.000e-02, eta: 14:05:42, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.5391, top5_acc: 0.7875, loss_cls: 1.8361, loss: 1.8361, grad_norm: 2.2338 2021-06-07 22:23:39,888 - mmaction - INFO - Epoch [14][2000/2689] lr: 6.000e-02, eta: 14:04:55, time: 2.149, data_time: 0.002, memory: 9293, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 1.9651, loss: 1.9651, grad_norm: 2.1522 2021-06-07 22:24:23,244 - mmaction - INFO - Epoch [14][2020/2689] lr: 6.000e-02, eta: 14:04:08, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.4875, top5_acc: 0.7891, loss_cls: 1.8684, loss: 1.8684, grad_norm: 2.2215 2021-06-07 22:25:03,262 - mmaction - INFO - Epoch [14][2040/2689] lr: 6.000e-02, eta: 14:03:19, time: 2.001, data_time: 0.001, memory: 9293, top1_acc: 0.5703, top5_acc: 0.8172, loss_cls: 1.7454, loss: 1.7454, grad_norm: 2.0048 2021-06-07 22:25:43,481 - mmaction - INFO - Epoch [14][2060/2689] lr: 6.000e-02, eta: 14:02:30, time: 2.011, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.7954, loss: 1.7954, grad_norm: 2.1057 2021-06-07 22:26:26,583 - mmaction - INFO - Epoch [14][2080/2689] lr: 6.000e-02, eta: 14:01:43, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.7796, loss: 1.7796, grad_norm: 2.0217 2021-06-07 22:27:09,412 - mmaction - INFO - Epoch [14][2100/2689] lr: 6.000e-02, eta: 14:00:56, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8188, loss: 1.8188, grad_norm: 2.1329 2021-06-07 22:27:52,101 - mmaction - INFO - Epoch [14][2120/2689] lr: 6.000e-02, eta: 14:00:08, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.5531, top5_acc: 0.8047, loss_cls: 1.8047, loss: 1.8047, grad_norm: 2.1651 2021-06-07 22:28:34,658 - mmaction - INFO - Epoch [14][2140/2689] lr: 6.000e-02, eta: 13:59:21, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.5375, top5_acc: 0.7953, loss_cls: 1.7810, loss: 1.7810, grad_norm: 2.2319 2021-06-07 22:29:18,560 - mmaction - INFO - Epoch [14][2160/2689] lr: 6.000e-02, eta: 13:58:34, time: 2.195, data_time: 0.001, memory: 9293, top1_acc: 0.5172, top5_acc: 0.7828, loss_cls: 1.8913, loss: 1.8913, grad_norm: 2.1614 2021-06-07 22:29:58,678 - mmaction - INFO - Epoch [14][2180/2689] lr: 6.000e-02, eta: 13:57:45, time: 2.006, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.8078, loss_cls: 1.8330, loss: 1.8330, grad_norm: 2.2401 2021-06-07 22:30:39,471 - mmaction - INFO - Epoch [14][2200/2689] lr: 6.000e-02, eta: 13:56:56, time: 2.039, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8000, loss_cls: 1.7904, loss: 1.7904, grad_norm: 2.2328 2021-06-07 22:31:22,620 - mmaction - INFO - Epoch [14][2220/2689] lr: 6.000e-02, eta: 13:56:09, time: 2.157, data_time: 0.002, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.8524, loss: 1.8524, grad_norm: 2.3075 2021-06-07 22:32:08,207 - mmaction - INFO - Epoch [14][2240/2689] lr: 6.000e-02, eta: 13:55:24, time: 2.279, data_time: 0.001, memory: 9293, top1_acc: 0.5437, top5_acc: 0.7703, loss_cls: 1.8223, loss: 1.8223, grad_norm: 2.2075 2021-06-07 22:32:53,869 - mmaction - INFO - Epoch [14][2260/2689] lr: 6.000e-02, eta: 13:54:38, time: 2.283, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.7953, loss_cls: 1.8362, loss: 1.8362, grad_norm: 2.1136 2021-06-07 22:33:38,431 - mmaction - INFO - Epoch [14][2280/2689] lr: 6.000e-02, eta: 13:53:52, time: 2.229, data_time: 0.001, memory: 9293, top1_acc: 0.5016, top5_acc: 0.7703, loss_cls: 1.9488, loss: 1.9488, grad_norm: 2.1753 2021-06-07 22:34:22,520 - mmaction - INFO - Epoch [14][2300/2689] lr: 6.000e-02, eta: 13:53:05, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.8109, loss_cls: 1.7903, loss: 1.7903, grad_norm: 2.1887 2021-06-07 22:35:08,589 - mmaction - INFO - Epoch [14][2320/2689] lr: 6.000e-02, eta: 13:52:20, time: 2.303, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7859, loss_cls: 1.8762, loss: 1.8762, grad_norm: 2.1803 2021-06-07 22:35:53,645 - mmaction - INFO - Epoch [14][2340/2689] lr: 6.000e-02, eta: 13:51:34, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8078, loss_cls: 1.8049, loss: 1.8049, grad_norm: 2.1790 2021-06-07 22:36:39,465 - mmaction - INFO - Epoch [14][2360/2689] lr: 6.000e-02, eta: 13:50:48, time: 2.291, data_time: 0.001, memory: 9293, top1_acc: 0.5359, top5_acc: 0.7922, loss_cls: 1.8572, loss: 1.8572, grad_norm: 2.1707 2021-06-07 22:37:24,512 - mmaction - INFO - Epoch [14][2380/2689] lr: 6.000e-02, eta: 13:50:02, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8281, loss_cls: 1.7106, loss: 1.7106, grad_norm: 2.1060 2021-06-07 22:38:09,660 - mmaction - INFO - Epoch [14][2400/2689] lr: 6.000e-02, eta: 13:49:16, time: 2.257, data_time: 0.001, memory: 9293, top1_acc: 0.5516, top5_acc: 0.7953, loss_cls: 1.7558, loss: 1.7558, grad_norm: 2.1143 2021-06-07 22:38:54,085 - mmaction - INFO - Epoch [14][2420/2689] lr: 6.000e-02, eta: 13:48:30, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.4859, top5_acc: 0.7953, loss_cls: 1.8813, loss: 1.8813, grad_norm: 2.1370 2021-06-07 22:39:36,617 - mmaction - INFO - Epoch [14][2440/2689] lr: 6.000e-02, eta: 13:47:42, time: 2.126, data_time: 0.001, memory: 9293, top1_acc: 0.5234, top5_acc: 0.8016, loss_cls: 1.8394, loss: 1.8394, grad_norm: 2.0910 2021-06-07 22:40:22,032 - mmaction - INFO - Epoch [14][2460/2689] lr: 6.000e-02, eta: 13:46:57, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.5203, top5_acc: 0.7844, loss_cls: 1.8250, loss: 1.8250, grad_norm: 2.1904 2021-06-07 22:41:03,443 - mmaction - INFO - Epoch [14][2480/2689] lr: 6.000e-02, eta: 13:46:09, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 1.8744, loss: 1.8744, grad_norm: 2.0519 2021-06-07 22:41:47,334 - mmaction - INFO - Epoch [14][2500/2689] lr: 6.000e-02, eta: 13:45:22, time: 2.195, data_time: 0.001, memory: 9293, top1_acc: 0.5609, top5_acc: 0.8125, loss_cls: 1.6973, loss: 1.6973, grad_norm: 2.0100 2021-06-07 22:42:33,147 - mmaction - INFO - Epoch [14][2520/2689] lr: 6.000e-02, eta: 13:44:36, time: 2.290, data_time: 0.001, memory: 9293, top1_acc: 0.5328, top5_acc: 0.7906, loss_cls: 1.8683, loss: 1.8683, grad_norm: 2.2063 2021-06-07 22:43:19,632 - mmaction - INFO - Epoch [14][2540/2689] lr: 6.000e-02, eta: 13:43:51, time: 2.324, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.8031, loss_cls: 1.8470, loss: 1.8470, grad_norm: 2.3065 2021-06-07 22:44:04,652 - mmaction - INFO - Epoch [14][2560/2689] lr: 6.000e-02, eta: 13:43:05, time: 2.251, data_time: 0.002, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8200, loss: 1.8200, grad_norm: 2.2615 2021-06-07 22:44:47,906 - mmaction - INFO - Epoch [14][2580/2689] lr: 6.000e-02, eta: 13:42:18, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8063, loss_cls: 1.8039, loss: 1.8039, grad_norm: 2.0484 2021-06-07 22:45:30,592 - mmaction - INFO - Epoch [14][2600/2689] lr: 6.000e-02, eta: 13:41:31, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.5078, top5_acc: 0.7906, loss_cls: 1.8881, loss: 1.8881, grad_norm: 2.1462 2021-06-07 22:46:13,842 - mmaction - INFO - Epoch [14][2620/2689] lr: 6.000e-02, eta: 13:40:44, time: 2.163, data_time: 0.002, memory: 9293, top1_acc: 0.5734, top5_acc: 0.8281, loss_cls: 1.6786, loss: 1.6786, grad_norm: 2.1114 2021-06-07 22:46:59,769 - mmaction - INFO - Epoch [14][2640/2689] lr: 6.000e-02, eta: 13:39:58, time: 2.296, data_time: 0.001, memory: 9293, top1_acc: 0.5297, top5_acc: 0.8047, loss_cls: 1.7804, loss: 1.7804, grad_norm: 2.1632 2021-06-07 22:47:45,384 - mmaction - INFO - Epoch [14][2660/2689] lr: 6.000e-02, eta: 13:39:13, time: 2.281, data_time: 0.001, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8428, loss: 1.8428, grad_norm: 2.1575 2021-06-07 22:48:30,982 - mmaction - INFO - Epoch [14][2680/2689] lr: 6.000e-02, eta: 13:38:27, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.5312, top5_acc: 0.7891, loss_cls: 1.7877, loss: 1.7877, grad_norm: 2.1570 2021-06-07 22:48:55,694 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-06-07 22:56:51,868 - mmaction - INFO - Epoch [15][20/2689] lr: 6.000e-03, eta: 13:41:14, time: 23.739, data_time: 22.397, memory: 9293, top1_acc: 0.5406, top5_acc: 0.7984, loss_cls: 1.7943, loss: 1.7943, grad_norm: 2.2104 2021-06-07 22:57:17,300 - mmaction - INFO - Epoch [15][40/2689] lr: 6.000e-03, eta: 13:40:17, time: 1.273, data_time: 0.003, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8375, loss_cls: 1.5532, loss: 1.5532, grad_norm: 2.0766 2021-06-07 22:57:45,153 - mmaction - INFO - Epoch [15][60/2689] lr: 6.000e-03, eta: 13:39:20, time: 1.392, data_time: 0.001, memory: 9293, top1_acc: 0.5844, top5_acc: 0.8391, loss_cls: 1.5885, loss: 1.5885, grad_norm: 2.0072 2021-06-07 22:58:16,988 - mmaction - INFO - Epoch [15][80/2689] lr: 6.000e-03, eta: 13:38:27, time: 1.592, data_time: 0.001, memory: 9293, top1_acc: 0.5484, top5_acc: 0.8406, loss_cls: 1.6781, loss: 1.6781, grad_norm: 2.0997 2021-06-07 22:58:53,202 - mmaction - INFO - Epoch [15][100/2689] lr: 6.000e-03, eta: 13:37:35, time: 1.810, data_time: 0.001, memory: 9293, top1_acc: 0.5469, top5_acc: 0.8266, loss_cls: 1.6115, loss: 1.6115, grad_norm: 2.0628 2021-06-07 22:59:32,464 - mmaction - INFO - Epoch [15][120/2689] lr: 6.000e-03, eta: 13:36:46, time: 1.963, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8484, loss_cls: 1.5537, loss: 1.5537, grad_norm: 2.0263 2021-06-07 23:00:12,777 - mmaction - INFO - Epoch [15][140/2689] lr: 6.000e-03, eta: 13:35:57, time: 2.015, data_time: 0.001, memory: 9293, top1_acc: 0.5453, top5_acc: 0.8016, loss_cls: 1.6724, loss: 1.6724, grad_norm: 2.1227 2021-06-07 23:00:54,347 - mmaction - INFO - Epoch [15][160/2689] lr: 6.000e-03, eta: 13:35:09, time: 2.080, data_time: 0.002, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.5661, loss: 1.5661, grad_norm: 2.0026 2021-06-07 23:01:33,451 - mmaction - INFO - Epoch [15][180/2689] lr: 6.000e-03, eta: 13:34:19, time: 1.955, data_time: 0.001, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.5720, loss: 1.5720, grad_norm: 1.9801 2021-06-07 23:02:14,666 - mmaction - INFO - Epoch [15][200/2689] lr: 6.000e-03, eta: 13:33:31, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8297, loss_cls: 1.5405, loss: 1.5405, grad_norm: 1.9968 2021-06-07 23:02:56,916 - mmaction - INFO - Epoch [15][220/2689] lr: 6.000e-03, eta: 13:32:43, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8484, loss_cls: 1.4985, loss: 1.4985, grad_norm: 1.9987 2021-06-07 23:03:39,784 - mmaction - INFO - Epoch [15][240/2689] lr: 6.000e-03, eta: 13:31:55, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.5781, top5_acc: 0.8250, loss_cls: 1.5735, loss: 1.5735, grad_norm: 2.0232 2021-06-07 23:04:22,056 - mmaction - INFO - Epoch [15][260/2689] lr: 6.000e-03, eta: 13:31:08, time: 2.114, data_time: 0.002, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.6721, loss: 1.6721, grad_norm: 2.0697 2021-06-07 23:05:04,952 - mmaction - INFO - Epoch [15][280/2689] lr: 6.000e-03, eta: 13:30:20, time: 2.145, data_time: 0.002, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.6691, loss: 1.6691, grad_norm: 2.0257 2021-06-07 23:05:49,129 - mmaction - INFO - Epoch [15][300/2689] lr: 6.000e-03, eta: 13:29:34, time: 2.209, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6298, loss: 1.6298, grad_norm: 2.1074 2021-06-07 23:06:31,853 - mmaction - INFO - Epoch [15][320/2689] lr: 6.000e-03, eta: 13:28:46, time: 2.136, data_time: 0.001, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8422, loss_cls: 1.4861, loss: 1.4861, grad_norm: 1.9672 2021-06-07 23:07:14,708 - mmaction - INFO - Epoch [15][340/2689] lr: 6.000e-03, eta: 13:27:59, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8578, loss_cls: 1.4613, loss: 1.4613, grad_norm: 1.9944 2021-06-07 23:07:57,192 - mmaction - INFO - Epoch [15][360/2689] lr: 6.000e-03, eta: 13:27:11, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.6545, loss: 1.6545, grad_norm: 2.0217 2021-06-07 23:08:39,480 - mmaction - INFO - Epoch [15][380/2689] lr: 6.000e-03, eta: 13:26:23, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.5719, top5_acc: 0.8234, loss_cls: 1.6290, loss: 1.6290, grad_norm: 2.0722 2021-06-07 23:09:23,683 - mmaction - INFO - Epoch [15][400/2689] lr: 6.000e-03, eta: 13:25:37, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8344, loss_cls: 1.5475, loss: 1.5475, grad_norm: 2.0797 2021-06-07 23:10:07,721 - mmaction - INFO - Epoch [15][420/2689] lr: 6.000e-03, eta: 13:24:50, time: 2.202, data_time: 0.001, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8141, loss_cls: 1.6121, loss: 1.6121, grad_norm: 2.0950 2021-06-07 23:10:51,831 - mmaction - INFO - Epoch [15][440/2689] lr: 6.000e-03, eta: 13:24:03, time: 2.206, data_time: 0.002, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8359, loss_cls: 1.5842, loss: 1.5842, grad_norm: 2.1436 2021-06-07 23:11:35,432 - mmaction - INFO - Epoch [15][460/2689] lr: 6.000e-03, eta: 13:23:16, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.4511, loss: 1.4511, grad_norm: 1.9708 2021-06-07 23:12:19,677 - mmaction - INFO - Epoch [15][480/2689] lr: 6.000e-03, eta: 13:22:29, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.4438, loss: 1.4438, grad_norm: 1.9112 2021-06-07 23:13:03,657 - mmaction - INFO - Epoch [15][500/2689] lr: 6.000e-03, eta: 13:21:43, time: 2.199, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.5353, loss: 1.5353, grad_norm: 2.0165 2021-06-07 23:13:46,823 - mmaction - INFO - Epoch [15][520/2689] lr: 6.000e-03, eta: 13:20:55, time: 2.158, data_time: 0.002, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8391, loss_cls: 1.5346, loss: 1.5346, grad_norm: 2.1002 2021-06-07 23:14:29,877 - mmaction - INFO - Epoch [15][540/2689] lr: 6.000e-03, eta: 13:20:08, time: 2.153, data_time: 0.002, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8297, loss_cls: 1.5716, loss: 1.5716, grad_norm: 2.0513 2021-06-07 23:15:10,325 - mmaction - INFO - Epoch [15][560/2689] lr: 6.000e-03, eta: 13:19:19, time: 2.023, data_time: 0.001, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8469, loss_cls: 1.5338, loss: 1.5338, grad_norm: 2.0940 2021-06-07 23:15:51,538 - mmaction - INFO - Epoch [15][580/2689] lr: 6.000e-03, eta: 13:18:31, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8469, loss_cls: 1.5437, loss: 1.5437, grad_norm: 2.0956 2021-06-07 23:16:34,212 - mmaction - INFO - Epoch [15][600/2689] lr: 6.000e-03, eta: 13:17:44, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.5828, top5_acc: 0.8500, loss_cls: 1.6145, loss: 1.6145, grad_norm: 2.1884 2021-06-07 23:17:17,760 - mmaction - INFO - Epoch [15][620/2689] lr: 6.000e-03, eta: 13:16:57, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8594, loss_cls: 1.4590, loss: 1.4590, grad_norm: 2.1078 2021-06-07 23:18:00,173 - mmaction - INFO - Epoch [15][640/2689] lr: 6.000e-03, eta: 13:16:09, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8516, loss_cls: 1.4465, loss: 1.4465, grad_norm: 2.0552 2021-06-07 23:18:42,551 - mmaction - INFO - Epoch [15][660/2689] lr: 6.000e-03, eta: 13:15:21, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8547, loss_cls: 1.5033, loss: 1.5033, grad_norm: 2.0587 2021-06-07 23:19:24,179 - mmaction - INFO - Epoch [15][680/2689] lr: 6.000e-03, eta: 13:14:33, time: 2.082, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.4523, loss: 1.4523, grad_norm: 2.1168 2021-06-07 23:20:03,514 - mmaction - INFO - Epoch [15][700/2689] lr: 6.000e-03, eta: 13:13:44, time: 1.967, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8766, loss_cls: 1.3948, loss: 1.3948, grad_norm: 2.0488 2021-06-07 23:20:46,001 - mmaction - INFO - Epoch [15][720/2689] lr: 6.000e-03, eta: 13:12:57, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8547, loss_cls: 1.5110, loss: 1.5110, grad_norm: 2.0968 2021-06-07 23:21:29,183 - mmaction - INFO - Epoch [15][740/2689] lr: 6.000e-03, eta: 13:12:09, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.6554, loss: 1.6554, grad_norm: 2.1775 2021-06-07 23:22:07,882 - mmaction - INFO - Epoch [15][760/2689] lr: 6.000e-03, eta: 13:11:20, time: 1.935, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.4677, loss: 1.4677, grad_norm: 2.0392 2021-06-07 23:22:49,878 - mmaction - INFO - Epoch [15][780/2689] lr: 6.000e-03, eta: 13:10:32, time: 2.100, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8500, loss_cls: 1.4013, loss: 1.4013, grad_norm: 2.0466 2021-06-07 23:23:31,138 - mmaction - INFO - Epoch [15][800/2689] lr: 6.000e-03, eta: 13:09:44, time: 2.063, data_time: 0.001, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8359, loss_cls: 1.5164, loss: 1.5164, grad_norm: 2.1144 2021-06-07 23:24:12,945 - mmaction - INFO - Epoch [15][820/2689] lr: 6.000e-03, eta: 13:08:56, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.6120, loss: 1.6120, grad_norm: 2.1545 2021-06-07 23:24:55,710 - mmaction - INFO - Epoch [15][840/2689] lr: 6.000e-03, eta: 13:08:09, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8438, loss_cls: 1.5362, loss: 1.5362, grad_norm: 2.2381 2021-06-07 23:25:38,305 - mmaction - INFO - Epoch [15][860/2689] lr: 6.000e-03, eta: 13:07:21, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8531, loss_cls: 1.5112, loss: 1.5112, grad_norm: 2.0973 2021-06-07 23:26:19,810 - mmaction - INFO - Epoch [15][880/2689] lr: 6.000e-03, eta: 13:06:33, time: 2.075, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5360, loss: 1.5360, grad_norm: 2.1074 2021-06-07 23:27:03,348 - mmaction - INFO - Epoch [15][900/2689] lr: 6.000e-03, eta: 13:05:46, time: 2.178, data_time: 0.002, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.5389, loss: 1.5389, grad_norm: 2.0678 2021-06-07 23:27:44,077 - mmaction - INFO - Epoch [15][920/2689] lr: 6.000e-03, eta: 13:04:58, time: 2.036, data_time: 0.001, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8172, loss_cls: 1.5762, loss: 1.5762, grad_norm: 2.1824 2021-06-07 23:28:26,250 - mmaction - INFO - Epoch [15][940/2689] lr: 6.000e-03, eta: 13:04:10, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8422, loss_cls: 1.4548, loss: 1.4548, grad_norm: 1.9869 2021-06-07 23:29:09,480 - mmaction - INFO - Epoch [15][960/2689] lr: 6.000e-03, eta: 13:03:23, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8578, loss_cls: 1.4612, loss: 1.4612, grad_norm: 2.0988 2021-06-07 23:29:52,351 - mmaction - INFO - Epoch [15][980/2689] lr: 6.000e-03, eta: 13:02:36, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8328, loss_cls: 1.5928, loss: 1.5928, grad_norm: 2.0495 2021-06-07 23:30:34,696 - mmaction - INFO - Epoch [15][1000/2689] lr: 6.000e-03, eta: 13:01:48, time: 2.118, data_time: 0.002, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.4603, loss: 1.4603, grad_norm: 2.0505 2021-06-07 23:31:15,328 - mmaction - INFO - Epoch [15][1020/2689] lr: 6.000e-03, eta: 13:01:00, time: 2.031, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3771, loss: 1.3771, grad_norm: 2.0017 2021-06-07 23:32:00,003 - mmaction - INFO - Epoch [15][1040/2689] lr: 6.000e-03, eta: 13:00:14, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.5366, loss: 1.5366, grad_norm: 2.1206 2021-06-07 23:32:44,309 - mmaction - INFO - Epoch [15][1060/2689] lr: 6.000e-03, eta: 12:59:27, time: 2.216, data_time: 0.001, memory: 9293, top1_acc: 0.5797, top5_acc: 0.8234, loss_cls: 1.6364, loss: 1.6364, grad_norm: 2.1799 2021-06-07 23:33:29,431 - mmaction - INFO - Epoch [15][1080/2689] lr: 6.000e-03, eta: 12:58:41, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8375, loss_cls: 1.5973, loss: 1.5973, grad_norm: 2.2375 2021-06-07 23:34:14,258 - mmaction - INFO - Epoch [15][1100/2689] lr: 6.000e-03, eta: 12:57:55, time: 2.241, data_time: 0.001, memory: 9293, top1_acc: 0.5844, top5_acc: 0.8422, loss_cls: 1.5600, loss: 1.5600, grad_norm: 2.1203 2021-06-07 23:34:58,638 - mmaction - INFO - Epoch [15][1120/2689] lr: 6.000e-03, eta: 12:57:08, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.5734, top5_acc: 0.8359, loss_cls: 1.6361, loss: 1.6361, grad_norm: 2.1960 2021-06-07 23:35:44,445 - mmaction - INFO - Epoch [15][1140/2689] lr: 6.000e-03, eta: 12:56:23, time: 2.290, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8406, loss_cls: 1.4999, loss: 1.4999, grad_norm: 2.1410 2021-06-07 23:36:28,834 - mmaction - INFO - Epoch [15][1160/2689] lr: 6.000e-03, eta: 12:55:36, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8578, loss_cls: 1.4674, loss: 1.4674, grad_norm: 2.0385 2021-06-07 23:37:14,880 - mmaction - INFO - Epoch [15][1180/2689] lr: 6.000e-03, eta: 12:54:51, time: 2.302, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.4825, loss: 1.4825, grad_norm: 2.0333 2021-06-07 23:37:59,435 - mmaction - INFO - Epoch [15][1200/2689] lr: 6.000e-03, eta: 12:54:04, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8484, loss_cls: 1.4954, loss: 1.4954, grad_norm: 2.0985 2021-06-07 23:38:42,373 - mmaction - INFO - Epoch [15][1220/2689] lr: 6.000e-03, eta: 12:53:17, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8547, loss_cls: 1.4457, loss: 1.4457, grad_norm: 2.1279 2021-06-07 23:39:27,130 - mmaction - INFO - Epoch [15][1240/2689] lr: 6.000e-03, eta: 12:52:31, time: 2.237, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8719, loss_cls: 1.4082, loss: 1.4082, grad_norm: 2.0535 2021-06-07 23:40:12,463 - mmaction - INFO - Epoch [15][1260/2689] lr: 6.000e-03, eta: 12:51:45, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.4672, loss: 1.4672, grad_norm: 2.0493 2021-06-07 23:40:58,465 - mmaction - INFO - Epoch [15][1280/2689] lr: 6.000e-03, eta: 12:50:59, time: 2.300, data_time: 0.002, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8344, loss_cls: 1.5985, loss: 1.5985, grad_norm: 2.2870 2021-06-07 23:41:42,963 - mmaction - INFO - Epoch [15][1300/2689] lr: 6.000e-03, eta: 12:50:13, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8469, loss_cls: 1.4393, loss: 1.4393, grad_norm: 2.1096 2021-06-07 23:42:27,728 - mmaction - INFO - Epoch [15][1320/2689] lr: 6.000e-03, eta: 12:49:27, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.3911, loss: 1.3911, grad_norm: 2.0720 2021-06-07 23:43:09,899 - mmaction - INFO - Epoch [15][1340/2689] lr: 6.000e-03, eta: 12:48:39, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.5773, loss: 1.5773, grad_norm: 2.1716 2021-06-07 23:43:52,074 - mmaction - INFO - Epoch [15][1360/2689] lr: 6.000e-03, eta: 12:47:52, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.4766, loss: 1.4766, grad_norm: 2.0918 2021-06-07 23:44:35,081 - mmaction - INFO - Epoch [15][1380/2689] lr: 6.000e-03, eta: 12:47:05, time: 2.150, data_time: 0.002, memory: 9293, top1_acc: 0.5828, top5_acc: 0.8281, loss_cls: 1.6326, loss: 1.6326, grad_norm: 2.1843 2021-06-07 23:45:17,826 - mmaction - INFO - Epoch [15][1400/2689] lr: 6.000e-03, eta: 12:46:17, time: 2.137, data_time: 0.002, memory: 9293, top1_acc: 0.5875, top5_acc: 0.8453, loss_cls: 1.5544, loss: 1.5544, grad_norm: 2.1509 2021-06-07 23:46:01,244 - mmaction - INFO - Epoch [15][1420/2689] lr: 6.000e-03, eta: 12:45:30, time: 2.171, data_time: 0.002, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8516, loss_cls: 1.4883, loss: 1.4883, grad_norm: 2.1248 2021-06-07 23:46:43,993 - mmaction - INFO - Epoch [15][1440/2689] lr: 6.000e-03, eta: 12:44:43, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.4203, loss: 1.4203, grad_norm: 2.0592 2021-06-07 23:47:26,321 - mmaction - INFO - Epoch [15][1460/2689] lr: 6.000e-03, eta: 12:43:56, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8703, loss_cls: 1.3794, loss: 1.3794, grad_norm: 2.0951 2021-06-07 23:48:08,415 - mmaction - INFO - Epoch [15][1480/2689] lr: 6.000e-03, eta: 12:43:08, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8438, loss_cls: 1.4634, loss: 1.4634, grad_norm: 2.1287 2021-06-07 23:48:48,493 - mmaction - INFO - Epoch [15][1500/2689] lr: 6.000e-03, eta: 12:42:19, time: 2.004, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8516, loss_cls: 1.4564, loss: 1.4564, grad_norm: 2.1139 2021-06-07 23:49:29,261 - mmaction - INFO - Epoch [15][1520/2689] lr: 6.000e-03, eta: 12:41:31, time: 2.038, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.4933, loss: 1.4933, grad_norm: 2.1562 2021-06-07 23:50:11,534 - mmaction - INFO - Epoch [15][1540/2689] lr: 6.000e-03, eta: 12:40:44, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8641, loss_cls: 1.3979, loss: 1.3979, grad_norm: 2.1703 2021-06-07 23:50:52,303 - mmaction - INFO - Epoch [15][1560/2689] lr: 6.000e-03, eta: 12:39:56, time: 2.038, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4079, loss: 1.4079, grad_norm: 2.0783 2021-06-07 23:51:33,893 - mmaction - INFO - Epoch [15][1580/2689] lr: 6.000e-03, eta: 12:39:08, time: 2.078, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8594, loss_cls: 1.4406, loss: 1.4406, grad_norm: 2.0912 2021-06-07 23:52:12,637 - mmaction - INFO - Epoch [15][1600/2689] lr: 6.000e-03, eta: 12:38:19, time: 1.939, data_time: 0.004, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8344, loss_cls: 1.5150, loss: 1.5150, grad_norm: 2.1937 2021-06-07 23:52:54,419 - mmaction - INFO - Epoch [15][1620/2689] lr: 6.000e-03, eta: 12:37:31, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.5609, loss: 1.5609, grad_norm: 2.1612 2021-06-07 23:53:34,990 - mmaction - INFO - Epoch [15][1640/2689] lr: 6.000e-03, eta: 12:36:43, time: 2.027, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.3634, loss: 1.3634, grad_norm: 2.0311 2021-06-07 23:54:16,385 - mmaction - INFO - Epoch [15][1660/2689] lr: 6.000e-03, eta: 12:35:55, time: 2.072, data_time: 0.004, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8484, loss_cls: 1.4168, loss: 1.4168, grad_norm: 2.0372 2021-06-07 23:54:55,397 - mmaction - INFO - Epoch [15][1680/2689] lr: 6.000e-03, eta: 12:35:06, time: 1.951, data_time: 0.001, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8625, loss_cls: 1.4823, loss: 1.4823, grad_norm: 2.1764 2021-06-07 23:55:37,178 - mmaction - INFO - Epoch [15][1700/2689] lr: 6.000e-03, eta: 12:34:18, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8484, loss_cls: 1.4483, loss: 1.4483, grad_norm: 2.1316 2021-06-07 23:56:15,895 - mmaction - INFO - Epoch [15][1720/2689] lr: 6.000e-03, eta: 12:33:29, time: 1.936, data_time: 0.001, memory: 9293, top1_acc: 0.5859, top5_acc: 0.8313, loss_cls: 1.5967, loss: 1.5967, grad_norm: 2.1631 2021-06-07 23:56:56,954 - mmaction - INFO - Epoch [15][1740/2689] lr: 6.000e-03, eta: 12:32:41, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8641, loss_cls: 1.4496, loss: 1.4496, grad_norm: 2.1736 2021-06-07 23:57:36,747 - mmaction - INFO - Epoch [15][1760/2689] lr: 6.000e-03, eta: 12:31:52, time: 1.990, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.5521, loss: 1.5521, grad_norm: 2.1132 2021-06-07 23:58:20,130 - mmaction - INFO - Epoch [15][1780/2689] lr: 6.000e-03, eta: 12:31:05, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8703, loss_cls: 1.3775, loss: 1.3775, grad_norm: 2.0644 2021-06-07 23:59:02,264 - mmaction - INFO - Epoch [15][1800/2689] lr: 6.000e-03, eta: 12:30:18, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8656, loss_cls: 1.3179, loss: 1.3179, grad_norm: 2.0490 2021-06-07 23:59:43,517 - mmaction - INFO - Epoch [15][1820/2689] lr: 6.000e-03, eta: 12:29:30, time: 2.063, data_time: 0.001, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8484, loss_cls: 1.4782, loss: 1.4782, grad_norm: 2.1998 2021-06-08 00:00:28,952 - mmaction - INFO - Epoch [15][1840/2689] lr: 6.000e-03, eta: 12:28:44, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8328, loss_cls: 1.6359, loss: 1.6359, grad_norm: 2.1475 2021-06-08 00:01:11,033 - mmaction - INFO - Epoch [15][1860/2689] lr: 6.000e-03, eta: 12:27:57, time: 2.109, data_time: 0.008, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5094, loss: 1.5094, grad_norm: 2.1625 2021-06-08 00:01:54,207 - mmaction - INFO - Epoch [15][1880/2689] lr: 6.000e-03, eta: 12:27:10, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8766, loss_cls: 1.3055, loss: 1.3055, grad_norm: 1.9924 2021-06-08 00:02:33,331 - mmaction - INFO - Epoch [15][1900/2689] lr: 6.000e-03, eta: 12:26:21, time: 1.956, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.4288, loss: 1.4288, grad_norm: 2.1213 2021-06-08 00:03:16,889 - mmaction - INFO - Epoch [15][1920/2689] lr: 6.000e-03, eta: 12:25:34, time: 2.178, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8438, loss_cls: 1.5302, loss: 1.5302, grad_norm: 2.0930 2021-06-08 00:04:01,561 - mmaction - INFO - Epoch [15][1940/2689] lr: 6.000e-03, eta: 12:24:48, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8422, loss_cls: 1.5613, loss: 1.5613, grad_norm: 2.1568 2021-06-08 00:04:45,404 - mmaction - INFO - Epoch [15][1960/2689] lr: 6.000e-03, eta: 12:24:01, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8656, loss_cls: 1.3680, loss: 1.3680, grad_norm: 2.0584 2021-06-08 00:05:29,586 - mmaction - INFO - Epoch [15][1980/2689] lr: 6.000e-03, eta: 12:23:15, time: 2.209, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8516, loss_cls: 1.4065, loss: 1.4065, grad_norm: 2.0987 2021-06-08 00:06:12,035 - mmaction - INFO - Epoch [15][2000/2689] lr: 6.000e-03, eta: 12:22:28, time: 2.123, data_time: 0.002, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4436, loss: 1.4436, grad_norm: 2.1469 2021-06-08 00:06:56,311 - mmaction - INFO - Epoch [15][2020/2689] lr: 6.000e-03, eta: 12:21:41, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8812, loss_cls: 1.3246, loss: 1.3246, grad_norm: 2.0589 2021-06-08 00:07:41,864 - mmaction - INFO - Epoch [15][2040/2689] lr: 6.000e-03, eta: 12:20:56, time: 2.278, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8531, loss_cls: 1.4312, loss: 1.4312, grad_norm: 2.0998 2021-06-08 00:08:27,456 - mmaction - INFO - Epoch [15][2060/2689] lr: 6.000e-03, eta: 12:20:10, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8500, loss_cls: 1.5056, loss: 1.5056, grad_norm: 2.2036 2021-06-08 00:09:12,745 - mmaction - INFO - Epoch [15][2080/2689] lr: 6.000e-03, eta: 12:19:24, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8344, loss_cls: 1.5810, loss: 1.5810, grad_norm: 2.1269 2021-06-08 00:09:58,506 - mmaction - INFO - Epoch [15][2100/2689] lr: 6.000e-03, eta: 12:18:39, time: 2.288, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8812, loss_cls: 1.2727, loss: 1.2727, grad_norm: 1.9814 2021-06-08 00:10:42,969 - mmaction - INFO - Epoch [15][2120/2689] lr: 6.000e-03, eta: 12:17:52, time: 2.223, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8656, loss_cls: 1.3924, loss: 1.3924, grad_norm: 2.0780 2021-06-08 00:11:24,877 - mmaction - INFO - Epoch [15][2140/2689] lr: 6.000e-03, eta: 12:17:05, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8453, loss_cls: 1.4968, loss: 1.4968, grad_norm: 2.1802 2021-06-08 00:12:10,381 - mmaction - INFO - Epoch [15][2160/2689] lr: 6.000e-03, eta: 12:16:19, time: 2.276, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.3966, loss: 1.3966, grad_norm: 2.0839 2021-06-08 00:12:56,375 - mmaction - INFO - Epoch [15][2180/2689] lr: 6.000e-03, eta: 12:15:34, time: 2.299, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8344, loss_cls: 1.5080, loss: 1.5080, grad_norm: 2.1951 2021-06-08 00:13:41,747 - mmaction - INFO - Epoch [15][2200/2689] lr: 6.000e-03, eta: 12:14:48, time: 2.269, data_time: 0.002, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8281, loss_cls: 1.5193, loss: 1.5193, grad_norm: 2.1590 2021-06-08 00:14:26,799 - mmaction - INFO - Epoch [15][2220/2689] lr: 6.000e-03, eta: 12:14:02, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4520, loss: 1.4520, grad_norm: 2.0892 2021-06-08 00:15:12,736 - mmaction - INFO - Epoch [15][2240/2689] lr: 6.000e-03, eta: 12:13:16, time: 2.297, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4207, loss: 1.4207, grad_norm: 2.2182 2021-06-08 00:15:58,692 - mmaction - INFO - Epoch [15][2260/2689] lr: 6.000e-03, eta: 12:12:31, time: 2.298, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8625, loss_cls: 1.4291, loss: 1.4291, grad_norm: 2.1310 2021-06-08 00:16:43,185 - mmaction - INFO - Epoch [15][2280/2689] lr: 6.000e-03, eta: 12:11:45, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.3446, loss: 1.3446, grad_norm: 2.0878 2021-06-08 00:17:29,267 - mmaction - INFO - Epoch [15][2300/2689] lr: 6.000e-03, eta: 12:10:59, time: 2.304, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4273, loss: 1.4273, grad_norm: 2.0908 2021-06-08 00:18:13,951 - mmaction - INFO - Epoch [15][2320/2689] lr: 6.000e-03, eta: 12:10:13, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8656, loss_cls: 1.3075, loss: 1.3075, grad_norm: 2.0896 2021-06-08 00:18:57,366 - mmaction - INFO - Epoch [15][2340/2689] lr: 6.000e-03, eta: 12:09:26, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4410, loss: 1.4410, grad_norm: 2.1246 2021-06-08 00:19:42,276 - mmaction - INFO - Epoch [15][2360/2689] lr: 6.000e-03, eta: 12:08:40, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.4431, loss: 1.4431, grad_norm: 2.1212 2021-06-08 00:20:28,029 - mmaction - INFO - Epoch [15][2380/2689] lr: 6.000e-03, eta: 12:07:55, time: 2.287, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8828, loss_cls: 1.2605, loss: 1.2605, grad_norm: 2.0452 2021-06-08 00:21:14,426 - mmaction - INFO - Epoch [15][2400/2689] lr: 6.000e-03, eta: 12:07:09, time: 2.320, data_time: 0.001, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8406, loss_cls: 1.5249, loss: 1.5249, grad_norm: 2.2383 2021-06-08 00:21:55,744 - mmaction - INFO - Epoch [15][2420/2689] lr: 6.000e-03, eta: 12:06:22, time: 2.066, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8547, loss_cls: 1.4143, loss: 1.4143, grad_norm: 2.1344 2021-06-08 00:22:41,650 - mmaction - INFO - Epoch [15][2440/2689] lr: 6.000e-03, eta: 12:05:36, time: 2.296, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4174, loss: 1.4174, grad_norm: 2.1143 2021-06-08 00:23:27,649 - mmaction - INFO - Epoch [15][2460/2689] lr: 6.000e-03, eta: 12:04:51, time: 2.300, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8594, loss_cls: 1.4223, loss: 1.4223, grad_norm: 2.1730 2021-06-08 00:24:13,172 - mmaction - INFO - Epoch [15][2480/2689] lr: 6.000e-03, eta: 12:04:05, time: 2.276, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8781, loss_cls: 1.3892, loss: 1.3892, grad_norm: 2.1559 2021-06-08 00:24:59,396 - mmaction - INFO - Epoch [15][2500/2689] lr: 6.000e-03, eta: 12:03:20, time: 2.311, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8422, loss_cls: 1.5183, loss: 1.5183, grad_norm: 2.2383 2021-06-08 00:25:46,119 - mmaction - INFO - Epoch [15][2520/2689] lr: 6.000e-03, eta: 12:02:34, time: 2.336, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.4396, loss: 1.4396, grad_norm: 2.2228 2021-06-08 00:26:31,161 - mmaction - INFO - Epoch [15][2540/2689] lr: 6.000e-03, eta: 12:01:48, time: 2.252, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8328, loss_cls: 1.4929, loss: 1.4929, grad_norm: 2.1435 2021-06-08 00:27:14,012 - mmaction - INFO - Epoch [15][2560/2689] lr: 6.000e-03, eta: 12:01:01, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5240, loss: 1.5240, grad_norm: 2.2128 2021-06-08 00:28:00,582 - mmaction - INFO - Epoch [15][2580/2689] lr: 6.000e-03, eta: 12:00:16, time: 2.329, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8656, loss_cls: 1.3492, loss: 1.3492, grad_norm: 2.0673 2021-06-08 00:28:45,820 - mmaction - INFO - Epoch [15][2600/2689] lr: 6.000e-03, eta: 11:59:30, time: 2.262, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8734, loss_cls: 1.4449, loss: 1.4449, grad_norm: 2.1626 2021-06-08 00:29:31,295 - mmaction - INFO - Epoch [15][2620/2689] lr: 6.000e-03, eta: 11:58:45, time: 2.274, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8812, loss_cls: 1.3695, loss: 1.3695, grad_norm: 2.1999 2021-06-08 00:30:17,605 - mmaction - INFO - Epoch [15][2640/2689] lr: 6.000e-03, eta: 11:57:59, time: 2.315, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.5634, loss: 1.5634, grad_norm: 2.2635 2021-06-08 00:31:03,680 - mmaction - INFO - Epoch [15][2660/2689] lr: 6.000e-03, eta: 11:57:14, time: 2.304, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.3450, loss: 1.3450, grad_norm: 2.0569 2021-06-08 00:31:50,222 - mmaction - INFO - Epoch [15][2680/2689] lr: 6.000e-03, eta: 11:56:29, time: 2.327, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.4366, loss: 1.4366, grad_norm: 2.1151 2021-06-08 00:32:16,045 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-06-08 00:40:26,471 - mmaction - INFO - Epoch [16][20/2689] lr: 6.000e-03, eta: 11:58:39, time: 24.452, data_time: 23.095, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.4137, loss: 1.4137, grad_norm: 2.1376 2021-06-08 00:40:52,067 - mmaction - INFO - Epoch [16][40/2689] lr: 6.000e-03, eta: 11:57:44, time: 1.281, data_time: 0.003, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8328, loss_cls: 1.5394, loss: 1.5394, grad_norm: 2.1685 2021-06-08 00:41:19,075 - mmaction - INFO - Epoch [16][60/2689] lr: 6.000e-03, eta: 11:56:50, time: 1.350, data_time: 0.001, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8266, loss_cls: 1.4795, loss: 1.4795, grad_norm: 2.1475 2021-06-08 00:41:49,641 - mmaction - INFO - Epoch [16][80/2689] lr: 6.000e-03, eta: 11:55:57, time: 1.528, data_time: 0.001, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8594, loss_cls: 1.4719, loss: 1.4719, grad_norm: 2.2732 2021-06-08 00:42:26,776 - mmaction - INFO - Epoch [16][100/2689] lr: 6.000e-03, eta: 11:55:07, time: 1.856, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4352, loss: 1.4352, grad_norm: 2.1915 2021-06-08 00:43:06,409 - mmaction - INFO - Epoch [16][120/2689] lr: 6.000e-03, eta: 11:54:18, time: 1.982, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8594, loss_cls: 1.4414, loss: 1.4414, grad_norm: 2.1490 2021-06-08 00:43:49,211 - mmaction - INFO - Epoch [16][140/2689] lr: 6.000e-03, eta: 11:53:31, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8578, loss_cls: 1.4062, loss: 1.4062, grad_norm: 2.1863 2021-06-08 00:44:30,421 - mmaction - INFO - Epoch [16][160/2689] lr: 6.000e-03, eta: 11:52:43, time: 2.061, data_time: 0.002, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8344, loss_cls: 1.5145, loss: 1.5145, grad_norm: 2.1886 2021-06-08 00:45:14,971 - mmaction - INFO - Epoch [16][180/2689] lr: 6.000e-03, eta: 11:51:56, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8422, loss_cls: 1.5249, loss: 1.5249, grad_norm: 2.1860 2021-06-08 00:45:59,146 - mmaction - INFO - Epoch [16][200/2689] lr: 6.000e-03, eta: 11:51:10, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8672, loss_cls: 1.3454, loss: 1.3454, grad_norm: 2.0270 2021-06-08 00:46:43,621 - mmaction - INFO - Epoch [16][220/2689] lr: 6.000e-03, eta: 11:50:23, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5179, loss: 1.5179, grad_norm: 2.1979 2021-06-08 00:47:27,704 - mmaction - INFO - Epoch [16][240/2689] lr: 6.000e-03, eta: 11:49:37, time: 2.205, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8500, loss_cls: 1.4697, loss: 1.4697, grad_norm: 2.1525 2021-06-08 00:48:08,984 - mmaction - INFO - Epoch [16][260/2689] lr: 6.000e-03, eta: 11:48:49, time: 2.063, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8781, loss_cls: 1.3505, loss: 1.3505, grad_norm: 2.0846 2021-06-08 00:48:53,394 - mmaction - INFO - Epoch [16][280/2689] lr: 6.000e-03, eta: 11:48:02, time: 2.221, data_time: 0.002, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8797, loss_cls: 1.2653, loss: 1.2653, grad_norm: 2.0805 2021-06-08 00:49:36,715 - mmaction - INFO - Epoch [16][300/2689] lr: 6.000e-03, eta: 11:47:15, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8484, loss_cls: 1.4755, loss: 1.4755, grad_norm: 2.2758 2021-06-08 00:50:16,893 - mmaction - INFO - Epoch [16][320/2689] lr: 6.000e-03, eta: 11:46:27, time: 2.009, data_time: 0.002, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4262, loss: 1.4262, grad_norm: 2.1776 2021-06-08 00:50:59,638 - mmaction - INFO - Epoch [16][340/2689] lr: 6.000e-03, eta: 11:45:40, time: 2.138, data_time: 0.002, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8484, loss_cls: 1.4182, loss: 1.4182, grad_norm: 2.1586 2021-06-08 00:51:39,750 - mmaction - INFO - Epoch [16][360/2689] lr: 6.000e-03, eta: 11:44:51, time: 2.006, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8516, loss_cls: 1.4927, loss: 1.4927, grad_norm: 2.1976 2021-06-08 00:52:21,684 - mmaction - INFO - Epoch [16][380/2689] lr: 6.000e-03, eta: 11:44:04, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8641, loss_cls: 1.4428, loss: 1.4428, grad_norm: 2.2437 2021-06-08 00:53:04,543 - mmaction - INFO - Epoch [16][400/2689] lr: 6.000e-03, eta: 11:43:17, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8406, loss_cls: 1.5053, loss: 1.5053, grad_norm: 2.2033 2021-06-08 00:53:47,560 - mmaction - INFO - Epoch [16][420/2689] lr: 6.000e-03, eta: 11:42:30, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4019, loss: 1.4019, grad_norm: 2.2737 2021-06-08 00:54:31,523 - mmaction - INFO - Epoch [16][440/2689] lr: 6.000e-03, eta: 11:41:43, time: 2.198, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4805, loss: 1.4805, grad_norm: 2.1082 2021-06-08 00:55:12,972 - mmaction - INFO - Epoch [16][460/2689] lr: 6.000e-03, eta: 11:40:55, time: 2.073, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.3977, loss: 1.3977, grad_norm: 2.0409 2021-06-08 00:55:56,384 - mmaction - INFO - Epoch [16][480/2689] lr: 6.000e-03, eta: 11:40:08, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.4892, loss: 1.4892, grad_norm: 2.2465 2021-06-08 00:56:35,813 - mmaction - INFO - Epoch [16][500/2689] lr: 6.000e-03, eta: 11:39:20, time: 1.971, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3291, loss: 1.3291, grad_norm: 2.0998 2021-06-08 00:57:18,391 - mmaction - INFO - Epoch [16][520/2689] lr: 6.000e-03, eta: 11:38:32, time: 2.130, data_time: 0.002, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.4672, loss: 1.4672, grad_norm: 2.2103 2021-06-08 00:58:04,177 - mmaction - INFO - Epoch [16][540/2689] lr: 6.000e-03, eta: 11:37:47, time: 2.289, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8625, loss_cls: 1.3538, loss: 1.3538, grad_norm: 2.1415 2021-06-08 00:58:47,878 - mmaction - INFO - Epoch [16][560/2689] lr: 6.000e-03, eta: 11:37:00, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8734, loss_cls: 1.4110, loss: 1.4110, grad_norm: 2.2316 2021-06-08 00:59:32,731 - mmaction - INFO - Epoch [16][580/2689] lr: 6.000e-03, eta: 11:36:14, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8625, loss_cls: 1.3638, loss: 1.3638, grad_norm: 2.1461 2021-06-08 01:00:17,746 - mmaction - INFO - Epoch [16][600/2689] lr: 6.000e-03, eta: 11:35:28, time: 2.251, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.3582, loss: 1.3582, grad_norm: 2.0931 2021-06-08 01:00:59,665 - mmaction - INFO - Epoch [16][620/2689] lr: 6.000e-03, eta: 11:34:40, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8828, loss_cls: 1.3144, loss: 1.3144, grad_norm: 2.2390 2021-06-08 01:01:45,057 - mmaction - INFO - Epoch [16][640/2689] lr: 6.000e-03, eta: 11:33:54, time: 2.270, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8531, loss_cls: 1.4165, loss: 1.4165, grad_norm: 2.1426 2021-06-08 01:02:28,865 - mmaction - INFO - Epoch [16][660/2689] lr: 6.000e-03, eta: 11:33:07, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4445, loss: 1.4445, grad_norm: 2.1928 2021-06-08 01:03:10,568 - mmaction - INFO - Epoch [16][680/2689] lr: 6.000e-03, eta: 11:32:20, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 1.5193, loss: 1.5193, grad_norm: 2.3103 2021-06-08 01:03:51,552 - mmaction - INFO - Epoch [16][700/2689] lr: 6.000e-03, eta: 11:31:32, time: 2.049, data_time: 0.002, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8531, loss_cls: 1.5036, loss: 1.5036, grad_norm: 2.1849 2021-06-08 01:04:35,562 - mmaction - INFO - Epoch [16][720/2689] lr: 6.000e-03, eta: 11:30:45, time: 2.200, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8766, loss_cls: 1.3534, loss: 1.3534, grad_norm: 2.1062 2021-06-08 01:05:17,904 - mmaction - INFO - Epoch [16][740/2689] lr: 6.000e-03, eta: 11:29:58, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.3625, loss: 1.3625, grad_norm: 2.2655 2021-06-08 01:06:00,255 - mmaction - INFO - Epoch [16][760/2689] lr: 6.000e-03, eta: 11:29:11, time: 2.118, data_time: 0.002, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4436, loss: 1.4436, grad_norm: 2.1376 2021-06-08 01:06:40,163 - mmaction - INFO - Epoch [16][780/2689] lr: 6.000e-03, eta: 11:28:22, time: 1.995, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.4545, loss: 1.4545, grad_norm: 2.2496 2021-06-08 01:07:23,511 - mmaction - INFO - Epoch [16][800/2689] lr: 6.000e-03, eta: 11:27:35, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8500, loss_cls: 1.4396, loss: 1.4396, grad_norm: 2.1581 2021-06-08 01:08:07,931 - mmaction - INFO - Epoch [16][820/2689] lr: 6.000e-03, eta: 11:26:49, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4322, loss: 1.4322, grad_norm: 2.1742 2021-06-08 01:08:53,207 - mmaction - INFO - Epoch [16][840/2689] lr: 6.000e-03, eta: 11:26:03, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8594, loss_cls: 1.3985, loss: 1.3985, grad_norm: 2.1256 2021-06-08 01:09:36,016 - mmaction - INFO - Epoch [16][860/2689] lr: 6.000e-03, eta: 11:25:16, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3617, loss: 1.3617, grad_norm: 2.1573 2021-06-08 01:10:20,372 - mmaction - INFO - Epoch [16][880/2689] lr: 6.000e-03, eta: 11:24:30, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8703, loss_cls: 1.3815, loss: 1.3815, grad_norm: 2.1184 2021-06-08 01:11:04,282 - mmaction - INFO - Epoch [16][900/2689] lr: 6.000e-03, eta: 11:23:43, time: 2.196, data_time: 0.002, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8547, loss_cls: 1.3893, loss: 1.3893, grad_norm: 2.2285 2021-06-08 01:11:46,499 - mmaction - INFO - Epoch [16][920/2689] lr: 6.000e-03, eta: 11:22:56, time: 2.111, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4165, loss: 1.4165, grad_norm: 2.1753 2021-06-08 01:12:29,700 - mmaction - INFO - Epoch [16][940/2689] lr: 6.000e-03, eta: 11:22:09, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8578, loss_cls: 1.4230, loss: 1.4230, grad_norm: 2.3236 2021-06-08 01:13:12,480 - mmaction - INFO - Epoch [16][960/2689] lr: 6.000e-03, eta: 11:21:22, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4292, loss: 1.4292, grad_norm: 2.1486 2021-06-08 01:13:55,055 - mmaction - INFO - Epoch [16][980/2689] lr: 6.000e-03, eta: 11:20:35, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8828, loss_cls: 1.2424, loss: 1.2424, grad_norm: 2.1435 2021-06-08 01:14:37,509 - mmaction - INFO - Epoch [16][1000/2689] lr: 6.000e-03, eta: 11:19:47, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8688, loss_cls: 1.3913, loss: 1.3913, grad_norm: 2.0830 2021-06-08 01:15:19,369 - mmaction - INFO - Epoch [16][1020/2689] lr: 6.000e-03, eta: 11:19:00, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3517, loss: 1.3517, grad_norm: 2.1519 2021-06-08 01:15:58,666 - mmaction - INFO - Epoch [16][1040/2689] lr: 6.000e-03, eta: 11:18:11, time: 1.965, data_time: 0.001, memory: 9293, top1_acc: 0.5938, top5_acc: 0.8422, loss_cls: 1.5771, loss: 1.5771, grad_norm: 2.4417 2021-06-08 01:16:39,935 - mmaction - INFO - Epoch [16][1060/2689] lr: 6.000e-03, eta: 11:17:24, time: 2.064, data_time: 0.001, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8500, loss_cls: 1.4846, loss: 1.4846, grad_norm: 2.2624 2021-06-08 01:17:19,713 - mmaction - INFO - Epoch [16][1080/2689] lr: 6.000e-03, eta: 11:16:35, time: 1.989, data_time: 0.001, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8406, loss_cls: 1.5268, loss: 1.5268, grad_norm: 2.2939 2021-06-08 01:18:03,413 - mmaction - INFO - Epoch [16][1100/2689] lr: 6.000e-03, eta: 11:15:49, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.5984, top5_acc: 0.8406, loss_cls: 1.4546, loss: 1.4546, grad_norm: 2.2090 2021-06-08 01:18:43,212 - mmaction - INFO - Epoch [16][1120/2689] lr: 6.000e-03, eta: 11:15:00, time: 1.990, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5290, loss: 1.5290, grad_norm: 2.2260 2021-06-08 01:19:25,888 - mmaction - INFO - Epoch [16][1140/2689] lr: 6.000e-03, eta: 11:14:13, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8547, loss_cls: 1.3711, loss: 1.3711, grad_norm: 2.0943 2021-06-08 01:20:09,684 - mmaction - INFO - Epoch [16][1160/2689] lr: 6.000e-03, eta: 11:13:27, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8422, loss_cls: 1.4840, loss: 1.4840, grad_norm: 2.2229 2021-06-08 01:20:54,141 - mmaction - INFO - Epoch [16][1180/2689] lr: 6.000e-03, eta: 11:12:40, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3367, loss: 1.3367, grad_norm: 2.1027 2021-06-08 01:21:38,974 - mmaction - INFO - Epoch [16][1200/2689] lr: 6.000e-03, eta: 11:11:54, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8359, loss_cls: 1.5229, loss: 1.5229, grad_norm: 2.2619 2021-06-08 01:22:23,020 - mmaction - INFO - Epoch [16][1220/2689] lr: 6.000e-03, eta: 11:11:08, time: 2.202, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8484, loss_cls: 1.4539, loss: 1.4539, grad_norm: 2.2324 2021-06-08 01:23:08,284 - mmaction - INFO - Epoch [16][1240/2689] lr: 6.000e-03, eta: 11:10:22, time: 2.264, data_time: 0.002, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8484, loss_cls: 1.3658, loss: 1.3658, grad_norm: 2.0907 2021-06-08 01:23:54,562 - mmaction - INFO - Epoch [16][1260/2689] lr: 6.000e-03, eta: 11:09:36, time: 2.314, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8609, loss_cls: 1.4740, loss: 1.4740, grad_norm: 2.2659 2021-06-08 01:24:37,483 - mmaction - INFO - Epoch [16][1280/2689] lr: 6.000e-03, eta: 11:08:49, time: 2.146, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.5389, loss: 1.5389, grad_norm: 2.2987 2021-06-08 01:25:19,751 - mmaction - INFO - Epoch [16][1300/2689] lr: 6.000e-03, eta: 11:08:02, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8531, loss_cls: 1.4280, loss: 1.4280, grad_norm: 2.2435 2021-06-08 01:26:06,402 - mmaction - INFO - Epoch [16][1320/2689] lr: 6.000e-03, eta: 11:07:17, time: 2.333, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8609, loss_cls: 1.4731, loss: 1.4731, grad_norm: 2.2914 2021-06-08 01:26:52,228 - mmaction - INFO - Epoch [16][1340/2689] lr: 6.000e-03, eta: 11:06:31, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.5033, loss: 1.5033, grad_norm: 2.2524 2021-06-08 01:27:39,496 - mmaction - INFO - Epoch [16][1360/2689] lr: 6.000e-03, eta: 11:05:46, time: 2.363, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8531, loss_cls: 1.4627, loss: 1.4627, grad_norm: 2.1251 2021-06-08 01:28:25,810 - mmaction - INFO - Epoch [16][1380/2689] lr: 6.000e-03, eta: 11:05:00, time: 2.316, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8750, loss_cls: 1.3094, loss: 1.3094, grad_norm: 2.0697 2021-06-08 01:29:11,806 - mmaction - INFO - Epoch [16][1400/2689] lr: 6.000e-03, eta: 11:04:15, time: 2.300, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8484, loss_cls: 1.4898, loss: 1.4898, grad_norm: 2.1909 2021-06-08 01:29:57,593 - mmaction - INFO - Epoch [16][1420/2689] lr: 6.000e-03, eta: 11:03:29, time: 2.289, data_time: 0.001, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8359, loss_cls: 1.4754, loss: 1.4754, grad_norm: 2.1940 2021-06-08 01:30:38,908 - mmaction - INFO - Epoch [16][1440/2689] lr: 6.000e-03, eta: 11:02:41, time: 2.066, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.4981, loss: 1.4981, grad_norm: 2.2216 2021-06-08 01:31:22,521 - mmaction - INFO - Epoch [16][1460/2689] lr: 6.000e-03, eta: 11:01:55, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.4233, loss: 1.4233, grad_norm: 2.2362 2021-06-08 01:32:06,563 - mmaction - INFO - Epoch [16][1480/2689] lr: 6.000e-03, eta: 11:01:08, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8578, loss_cls: 1.4305, loss: 1.4305, grad_norm: 2.2110 2021-06-08 01:32:51,549 - mmaction - INFO - Epoch [16][1500/2689] lr: 6.000e-03, eta: 11:00:22, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.4544, loss: 1.4544, grad_norm: 2.2299 2021-06-08 01:33:35,185 - mmaction - INFO - Epoch [16][1520/2689] lr: 6.000e-03, eta: 10:59:36, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.3284, loss: 1.3284, grad_norm: 2.1419 2021-06-08 01:34:17,852 - mmaction - INFO - Epoch [16][1540/2689] lr: 6.000e-03, eta: 10:58:49, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.3695, loss: 1.3695, grad_norm: 2.2016 2021-06-08 01:35:00,624 - mmaction - INFO - Epoch [16][1560/2689] lr: 6.000e-03, eta: 10:58:02, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.5540, loss: 1.5540, grad_norm: 2.3955 2021-06-08 01:35:44,458 - mmaction - INFO - Epoch [16][1580/2689] lr: 6.000e-03, eta: 10:57:15, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8328, loss_cls: 1.5455, loss: 1.5455, grad_norm: 2.3348 2021-06-08 01:36:26,429 - mmaction - INFO - Epoch [16][1600/2689] lr: 6.000e-03, eta: 10:56:28, time: 2.099, data_time: 0.001, memory: 9293, top1_acc: 0.5906, top5_acc: 0.8531, loss_cls: 1.4833, loss: 1.4833, grad_norm: 2.3176 2021-06-08 01:37:08,535 - mmaction - INFO - Epoch [16][1620/2689] lr: 6.000e-03, eta: 10:55:41, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8719, loss_cls: 1.3666, loss: 1.3666, grad_norm: 2.2199 2021-06-08 01:37:50,954 - mmaction - INFO - Epoch [16][1640/2689] lr: 6.000e-03, eta: 10:54:54, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8688, loss_cls: 1.3670, loss: 1.3670, grad_norm: 2.1958 2021-06-08 01:38:34,103 - mmaction - INFO - Epoch [16][1660/2689] lr: 6.000e-03, eta: 10:54:07, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.4781, loss: 1.4781, grad_norm: 2.3187 2021-06-08 01:39:15,290 - mmaction - INFO - Epoch [16][1680/2689] lr: 6.000e-03, eta: 10:53:19, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3664, loss: 1.3664, grad_norm: 2.1539 2021-06-08 01:39:53,790 - mmaction - INFO - Epoch [16][1700/2689] lr: 6.000e-03, eta: 10:52:31, time: 1.925, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3436, loss: 1.3436, grad_norm: 2.1407 2021-06-08 01:40:35,649 - mmaction - INFO - Epoch [16][1720/2689] lr: 6.000e-03, eta: 10:51:43, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8656, loss_cls: 1.4045, loss: 1.4045, grad_norm: 2.3289 2021-06-08 01:41:18,205 - mmaction - INFO - Epoch [16][1740/2689] lr: 6.000e-03, eta: 10:50:56, time: 2.128, data_time: 0.002, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3600, loss: 1.3600, grad_norm: 2.0945 2021-06-08 01:42:00,036 - mmaction - INFO - Epoch [16][1760/2689] lr: 6.000e-03, eta: 10:50:09, time: 2.092, data_time: 0.002, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8672, loss_cls: 1.3648, loss: 1.3648, grad_norm: 2.2814 2021-06-08 01:42:41,942 - mmaction - INFO - Epoch [16][1780/2689] lr: 6.000e-03, eta: 10:49:22, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8688, loss_cls: 1.3691, loss: 1.3691, grad_norm: 2.2396 2021-06-08 01:43:21,552 - mmaction - INFO - Epoch [16][1800/2689] lr: 6.000e-03, eta: 10:48:33, time: 1.980, data_time: 0.001, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8672, loss_cls: 1.4165, loss: 1.4165, grad_norm: 2.2451 2021-06-08 01:44:04,760 - mmaction - INFO - Epoch [16][1820/2689] lr: 6.000e-03, eta: 10:47:47, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8734, loss_cls: 1.3377, loss: 1.3377, grad_norm: 2.2285 2021-06-08 01:44:48,309 - mmaction - INFO - Epoch [16][1840/2689] lr: 6.000e-03, eta: 10:47:00, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8531, loss_cls: 1.3705, loss: 1.3705, grad_norm: 2.1520 2021-06-08 01:45:31,560 - mmaction - INFO - Epoch [16][1860/2689] lr: 6.000e-03, eta: 10:46:13, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8469, loss_cls: 1.4760, loss: 1.4760, grad_norm: 2.3518 2021-06-08 01:46:17,994 - mmaction - INFO - Epoch [16][1880/2689] lr: 6.000e-03, eta: 10:45:28, time: 2.322, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8516, loss_cls: 1.4167, loss: 1.4167, grad_norm: 2.2363 2021-06-08 01:47:00,962 - mmaction - INFO - Epoch [16][1900/2689] lr: 6.000e-03, eta: 10:44:41, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8609, loss_cls: 1.3680, loss: 1.3680, grad_norm: 2.1265 2021-06-08 01:47:42,390 - mmaction - INFO - Epoch [16][1920/2689] lr: 6.000e-03, eta: 10:43:54, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8562, loss_cls: 1.3543, loss: 1.3543, grad_norm: 2.2710 2021-06-08 01:48:23,618 - mmaction - INFO - Epoch [16][1940/2689] lr: 6.000e-03, eta: 10:43:06, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3185, loss: 1.3185, grad_norm: 2.1487 2021-06-08 01:49:08,812 - mmaction - INFO - Epoch [16][1960/2689] lr: 6.000e-03, eta: 10:42:20, time: 2.260, data_time: 0.002, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8688, loss_cls: 1.3703, loss: 1.3703, grad_norm: 2.2180 2021-06-08 01:49:55,321 - mmaction - INFO - Epoch [16][1980/2689] lr: 6.000e-03, eta: 10:41:35, time: 2.326, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.3815, loss: 1.3815, grad_norm: 2.2051 2021-06-08 01:50:41,233 - mmaction - INFO - Epoch [16][2000/2689] lr: 6.000e-03, eta: 10:40:49, time: 2.296, data_time: 0.001, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8484, loss_cls: 1.4948, loss: 1.4948, grad_norm: 2.2378 2021-06-08 01:51:26,546 - mmaction - INFO - Epoch [16][2020/2689] lr: 6.000e-03, eta: 10:40:03, time: 2.266, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.4887, loss: 1.4887, grad_norm: 2.2484 2021-06-08 01:52:11,941 - mmaction - INFO - Epoch [16][2040/2689] lr: 6.000e-03, eta: 10:39:18, time: 2.270, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4349, loss: 1.4349, grad_norm: 2.1711 2021-06-08 01:52:55,089 - mmaction - INFO - Epoch [16][2060/2689] lr: 6.000e-03, eta: 10:38:31, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8516, loss_cls: 1.4623, loss: 1.4623, grad_norm: 2.3188 2021-06-08 01:53:39,577 - mmaction - INFO - Epoch [16][2080/2689] lr: 6.000e-03, eta: 10:37:45, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8500, loss_cls: 1.4381, loss: 1.4381, grad_norm: 2.2427 2021-06-08 01:54:24,251 - mmaction - INFO - Epoch [16][2100/2689] lr: 6.000e-03, eta: 10:36:59, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4033, loss: 1.4033, grad_norm: 2.2104 2021-06-08 01:55:10,655 - mmaction - INFO - Epoch [16][2120/2689] lr: 6.000e-03, eta: 10:36:13, time: 2.321, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8516, loss_cls: 1.4294, loss: 1.4294, grad_norm: 2.2459 2021-06-08 01:55:55,273 - mmaction - INFO - Epoch [16][2140/2689] lr: 6.000e-03, eta: 10:35:27, time: 2.230, data_time: 0.001, memory: 9293, top1_acc: 0.5797, top5_acc: 0.8344, loss_cls: 1.5488, loss: 1.5488, grad_norm: 2.3725 2021-06-08 01:56:39,080 - mmaction - INFO - Epoch [16][2160/2689] lr: 6.000e-03, eta: 10:34:41, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8484, loss_cls: 1.4797, loss: 1.4797, grad_norm: 2.2797 2021-06-08 01:57:23,561 - mmaction - INFO - Epoch [16][2180/2689] lr: 6.000e-03, eta: 10:33:54, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8734, loss_cls: 1.4446, loss: 1.4446, grad_norm: 2.2345 2021-06-08 01:58:07,034 - mmaction - INFO - Epoch [16][2200/2689] lr: 6.000e-03, eta: 10:33:08, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8547, loss_cls: 1.4246, loss: 1.4246, grad_norm: 2.1961 2021-06-08 01:58:47,046 - mmaction - INFO - Epoch [16][2220/2689] lr: 6.000e-03, eta: 10:32:20, time: 2.001, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8688, loss_cls: 1.3681, loss: 1.3681, grad_norm: 2.1919 2021-06-08 01:59:29,835 - mmaction - INFO - Epoch [16][2240/2689] lr: 6.000e-03, eta: 10:31:33, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8328, loss_cls: 1.4680, loss: 1.4680, grad_norm: 2.1943 2021-06-08 02:00:10,300 - mmaction - INFO - Epoch [16][2260/2689] lr: 6.000e-03, eta: 10:30:45, time: 2.023, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8609, loss_cls: 1.3950, loss: 1.3950, grad_norm: 2.2529 2021-06-08 02:00:52,000 - mmaction - INFO - Epoch [16][2280/2689] lr: 6.000e-03, eta: 10:29:58, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8375, loss_cls: 1.4684, loss: 1.4684, grad_norm: 2.2381 2021-06-08 02:01:34,934 - mmaction - INFO - Epoch [16][2300/2689] lr: 6.000e-03, eta: 10:29:11, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8641, loss_cls: 1.4109, loss: 1.4109, grad_norm: 2.3080 2021-06-08 02:02:17,502 - mmaction - INFO - Epoch [16][2320/2689] lr: 6.000e-03, eta: 10:28:24, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3596, loss: 1.3596, grad_norm: 2.2698 2021-06-08 02:02:59,605 - mmaction - INFO - Epoch [16][2340/2689] lr: 6.000e-03, eta: 10:27:37, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3646, loss: 1.3646, grad_norm: 2.2604 2021-06-08 02:03:43,522 - mmaction - INFO - Epoch [16][2360/2689] lr: 6.000e-03, eta: 10:26:51, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.4774, loss: 1.4774, grad_norm: 2.2896 2021-06-08 02:04:25,847 - mmaction - INFO - Epoch [16][2380/2689] lr: 6.000e-03, eta: 10:26:04, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8703, loss_cls: 1.3464, loss: 1.3464, grad_norm: 2.1331 2021-06-08 02:05:08,606 - mmaction - INFO - Epoch [16][2400/2689] lr: 6.000e-03, eta: 10:25:17, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8656, loss_cls: 1.3432, loss: 1.3432, grad_norm: 2.1935 2021-06-08 02:05:51,010 - mmaction - INFO - Epoch [16][2420/2689] lr: 6.000e-03, eta: 10:24:30, time: 2.121, data_time: 0.002, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.4481, loss: 1.4481, grad_norm: 2.2307 2021-06-08 02:06:33,941 - mmaction - INFO - Epoch [16][2440/2689] lr: 6.000e-03, eta: 10:23:43, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3061, loss: 1.3061, grad_norm: 2.1119 2021-06-08 02:07:16,488 - mmaction - INFO - Epoch [16][2460/2689] lr: 6.000e-03, eta: 10:22:56, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3127, loss: 1.3127, grad_norm: 2.1486 2021-06-08 02:08:00,268 - mmaction - INFO - Epoch [16][2480/2689] lr: 6.000e-03, eta: 10:22:10, time: 2.189, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4662, loss: 1.4662, grad_norm: 2.2955 2021-06-08 02:08:42,864 - mmaction - INFO - Epoch [16][2500/2689] lr: 6.000e-03, eta: 10:21:23, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8641, loss_cls: 1.3740, loss: 1.3740, grad_norm: 2.1250 2021-06-08 02:09:23,496 - mmaction - INFO - Epoch [16][2520/2689] lr: 6.000e-03, eta: 10:20:36, time: 2.032, data_time: 0.002, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8422, loss_cls: 1.4395, loss: 1.4395, grad_norm: 2.2520 2021-06-08 02:10:02,892 - mmaction - INFO - Epoch [16][2540/2689] lr: 6.000e-03, eta: 10:19:48, time: 1.970, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8750, loss_cls: 1.3868, loss: 1.3868, grad_norm: 2.2253 2021-06-08 02:10:44,804 - mmaction - INFO - Epoch [16][2560/2689] lr: 6.000e-03, eta: 10:19:00, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8797, loss_cls: 1.3529, loss: 1.3529, grad_norm: 2.2154 2021-06-08 02:11:27,115 - mmaction - INFO - Epoch [16][2580/2689] lr: 6.000e-03, eta: 10:18:13, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 1.3065, loss: 1.3065, grad_norm: 2.2109 2021-06-08 02:12:10,048 - mmaction - INFO - Epoch [16][2600/2689] lr: 6.000e-03, eta: 10:17:27, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8516, loss_cls: 1.4755, loss: 1.4755, grad_norm: 2.3373 2021-06-08 02:12:52,518 - mmaction - INFO - Epoch [16][2620/2689] lr: 6.000e-03, eta: 10:16:40, time: 2.123, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3772, loss: 1.3772, grad_norm: 2.2005 2021-06-08 02:13:34,128 - mmaction - INFO - Epoch [16][2640/2689] lr: 6.000e-03, eta: 10:15:53, time: 2.080, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8531, loss_cls: 1.3606, loss: 1.3606, grad_norm: 2.2529 2021-06-08 02:14:16,742 - mmaction - INFO - Epoch [16][2660/2689] lr: 6.000e-03, eta: 10:15:06, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8594, loss_cls: 1.5161, loss: 1.5161, grad_norm: 2.3790 2021-06-08 02:14:59,142 - mmaction - INFO - Epoch [16][2680/2689] lr: 6.000e-03, eta: 10:14:19, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.2866, loss: 1.2866, grad_norm: 2.2044 2021-06-08 02:15:21,576 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-06-08 02:23:12,275 - mmaction - INFO - Epoch [17][20/2689] lr: 6.000e-03, eta: 10:15:44, time: 23.466, data_time: 22.125, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.3622, loss: 1.3622, grad_norm: 2.1780 2021-06-08 02:23:37,896 - mmaction - INFO - Epoch [17][40/2689] lr: 6.000e-03, eta: 10:14:50, time: 1.282, data_time: 0.003, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.3646, loss: 1.3646, grad_norm: 2.2511 2021-06-08 02:24:04,719 - mmaction - INFO - Epoch [17][60/2689] lr: 6.000e-03, eta: 10:13:57, time: 1.341, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8750, loss_cls: 1.4022, loss: 1.4022, grad_norm: 2.2530 2021-06-08 02:24:35,068 - mmaction - INFO - Epoch [17][80/2689] lr: 6.000e-03, eta: 10:13:06, time: 1.518, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8453, loss_cls: 1.4640, loss: 1.4640, grad_norm: 2.2356 2021-06-08 02:25:10,282 - mmaction - INFO - Epoch [17][100/2689] lr: 6.000e-03, eta: 10:12:16, time: 1.760, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8641, loss_cls: 1.3188, loss: 1.3188, grad_norm: 2.1221 2021-06-08 02:25:49,586 - mmaction - INFO - Epoch [17][120/2689] lr: 6.000e-03, eta: 10:11:28, time: 1.966, data_time: 0.002, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3606, loss: 1.3606, grad_norm: 2.3484 2021-06-08 02:26:31,883 - mmaction - INFO - Epoch [17][140/2689] lr: 6.000e-03, eta: 10:10:41, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8578, loss_cls: 1.4077, loss: 1.4077, grad_norm: 2.2898 2021-06-08 02:27:15,270 - mmaction - INFO - Epoch [17][160/2689] lr: 6.000e-03, eta: 10:09:54, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.3645, loss: 1.3645, grad_norm: 2.1992 2021-06-08 02:27:58,875 - mmaction - INFO - Epoch [17][180/2689] lr: 6.000e-03, eta: 10:09:07, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.4000, loss: 1.4000, grad_norm: 2.2444 2021-06-08 02:28:39,602 - mmaction - INFO - Epoch [17][200/2689] lr: 6.000e-03, eta: 10:08:20, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8859, loss_cls: 1.2539, loss: 1.2539, grad_norm: 2.1410 2021-06-08 02:29:24,413 - mmaction - INFO - Epoch [17][220/2689] lr: 6.000e-03, eta: 10:07:33, time: 2.241, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.3299, loss: 1.3299, grad_norm: 2.2306 2021-06-08 02:30:08,722 - mmaction - INFO - Epoch [17][240/2689] lr: 6.000e-03, eta: 10:06:47, time: 2.215, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3091, loss: 1.3091, grad_norm: 2.1570 2021-06-08 02:30:53,204 - mmaction - INFO - Epoch [17][260/2689] lr: 6.000e-03, eta: 10:06:01, time: 2.224, data_time: 0.002, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.3972, loss: 1.3972, grad_norm: 2.2015 2021-06-08 02:31:35,889 - mmaction - INFO - Epoch [17][280/2689] lr: 6.000e-03, eta: 10:05:14, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.4228, loss: 1.4228, grad_norm: 2.3642 2021-06-08 02:32:21,435 - mmaction - INFO - Epoch [17][300/2689] lr: 6.000e-03, eta: 10:04:28, time: 2.277, data_time: 0.001, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8422, loss_cls: 1.4863, loss: 1.4863, grad_norm: 2.3386 2021-06-08 02:33:07,269 - mmaction - INFO - Epoch [17][320/2689] lr: 6.000e-03, eta: 10:03:42, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8719, loss_cls: 1.3181, loss: 1.3181, grad_norm: 2.1878 2021-06-08 02:33:52,363 - mmaction - INFO - Epoch [17][340/2689] lr: 6.000e-03, eta: 10:02:56, time: 2.255, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.3646, loss: 1.3646, grad_norm: 2.1919 2021-06-08 02:34:37,026 - mmaction - INFO - Epoch [17][360/2689] lr: 6.000e-03, eta: 10:02:10, time: 2.233, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.3674, loss: 1.3674, grad_norm: 2.2472 2021-06-08 02:35:20,808 - mmaction - INFO - Epoch [17][380/2689] lr: 6.000e-03, eta: 10:01:23, time: 2.189, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4217, loss: 1.4217, grad_norm: 2.2534 2021-06-08 02:36:06,759 - mmaction - INFO - Epoch [17][400/2689] lr: 6.000e-03, eta: 10:00:37, time: 2.297, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.2495, loss: 1.2495, grad_norm: 2.1499 2021-06-08 02:36:48,695 - mmaction - INFO - Epoch [17][420/2689] lr: 6.000e-03, eta: 9:59:50, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8734, loss_cls: 1.3600, loss: 1.3600, grad_norm: 2.3445 2021-06-08 02:37:34,254 - mmaction - INFO - Epoch [17][440/2689] lr: 6.000e-03, eta: 9:59:04, time: 2.278, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8703, loss_cls: 1.3128, loss: 1.3128, grad_norm: 2.2947 2021-06-08 02:38:20,441 - mmaction - INFO - Epoch [17][460/2689] lr: 6.000e-03, eta: 9:58:19, time: 2.310, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8688, loss_cls: 1.3646, loss: 1.3646, grad_norm: 2.2385 2021-06-08 02:39:04,045 - mmaction - INFO - Epoch [17][480/2689] lr: 6.000e-03, eta: 9:57:32, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.3688, loss: 1.3688, grad_norm: 2.2776 2021-06-08 02:39:48,532 - mmaction - INFO - Epoch [17][500/2689] lr: 6.000e-03, eta: 9:56:46, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8609, loss_cls: 1.3512, loss: 1.3512, grad_norm: 2.2258 2021-06-08 02:40:34,770 - mmaction - INFO - Epoch [17][520/2689] lr: 6.000e-03, eta: 9:56:00, time: 2.312, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8516, loss_cls: 1.4307, loss: 1.4307, grad_norm: 2.3662 2021-06-08 02:41:20,671 - mmaction - INFO - Epoch [17][540/2689] lr: 6.000e-03, eta: 9:55:14, time: 2.295, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8719, loss_cls: 1.3013, loss: 1.3013, grad_norm: 2.1845 2021-06-08 02:42:06,011 - mmaction - INFO - Epoch [17][560/2689] lr: 6.000e-03, eta: 9:54:28, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8641, loss_cls: 1.3354, loss: 1.3354, grad_norm: 2.2159 2021-06-08 02:42:52,659 - mmaction - INFO - Epoch [17][580/2689] lr: 6.000e-03, eta: 9:53:43, time: 2.332, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8812, loss_cls: 1.2802, loss: 1.2802, grad_norm: 2.1766 2021-06-08 02:43:38,756 - mmaction - INFO - Epoch [17][600/2689] lr: 6.000e-03, eta: 9:52:57, time: 2.306, data_time: 0.002, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8703, loss_cls: 1.3590, loss: 1.3590, grad_norm: 2.2683 2021-06-08 02:44:24,395 - mmaction - INFO - Epoch [17][620/2689] lr: 6.000e-03, eta: 9:52:11, time: 2.282, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8641, loss_cls: 1.3721, loss: 1.3721, grad_norm: 2.2737 2021-06-08 02:45:10,553 - mmaction - INFO - Epoch [17][640/2689] lr: 6.000e-03, eta: 9:51:26, time: 2.308, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3479, loss: 1.3479, grad_norm: 2.2389 2021-06-08 02:45:55,615 - mmaction - INFO - Epoch [17][660/2689] lr: 6.000e-03, eta: 9:50:40, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.3612, loss: 1.3612, grad_norm: 2.1936 2021-06-08 02:46:41,923 - mmaction - INFO - Epoch [17][680/2689] lr: 6.000e-03, eta: 9:49:54, time: 2.315, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3857, loss: 1.3857, grad_norm: 2.3055 2021-06-08 02:47:27,360 - mmaction - INFO - Epoch [17][700/2689] lr: 6.000e-03, eta: 9:49:08, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8797, loss_cls: 1.3027, loss: 1.3027, grad_norm: 2.2533 2021-06-08 02:48:13,123 - mmaction - INFO - Epoch [17][720/2689] lr: 6.000e-03, eta: 9:48:22, time: 2.288, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8516, loss_cls: 1.4968, loss: 1.4968, grad_norm: 2.3337 2021-06-08 02:48:59,026 - mmaction - INFO - Epoch [17][740/2689] lr: 6.000e-03, eta: 9:47:36, time: 2.295, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8766, loss_cls: 1.2899, loss: 1.2899, grad_norm: 2.2100 2021-06-08 02:49:44,907 - mmaction - INFO - Epoch [17][760/2689] lr: 6.000e-03, eta: 9:46:51, time: 2.294, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8703, loss_cls: 1.3257, loss: 1.3257, grad_norm: 2.2221 2021-06-08 02:50:30,357 - mmaction - INFO - Epoch [17][780/2689] lr: 6.000e-03, eta: 9:46:05, time: 2.273, data_time: 0.002, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3589, loss: 1.3589, grad_norm: 2.2809 2021-06-08 02:51:15,237 - mmaction - INFO - Epoch [17][800/2689] lr: 6.000e-03, eta: 9:45:19, time: 2.244, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3411, loss: 1.3411, grad_norm: 2.2814 2021-06-08 02:52:01,349 - mmaction - INFO - Epoch [17][820/2689] lr: 6.000e-03, eta: 9:44:33, time: 2.305, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3317, loss: 1.3317, grad_norm: 2.2944 2021-06-08 02:52:47,474 - mmaction - INFO - Epoch [17][840/2689] lr: 6.000e-03, eta: 9:43:47, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8797, loss_cls: 1.2562, loss: 1.2562, grad_norm: 2.1774 2021-06-08 02:53:32,850 - mmaction - INFO - Epoch [17][860/2689] lr: 6.000e-03, eta: 9:43:01, time: 2.268, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.3977, loss: 1.3977, grad_norm: 2.2372 2021-06-08 02:54:19,009 - mmaction - INFO - Epoch [17][880/2689] lr: 6.000e-03, eta: 9:42:16, time: 2.308, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3881, loss: 1.3881, grad_norm: 2.2546 2021-06-08 02:55:03,896 - mmaction - INFO - Epoch [17][900/2689] lr: 6.000e-03, eta: 9:41:29, time: 2.245, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8562, loss_cls: 1.4040, loss: 1.4040, grad_norm: 2.3742 2021-06-08 02:55:49,082 - mmaction - INFO - Epoch [17][920/2689] lr: 6.000e-03, eta: 9:40:43, time: 2.259, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3166, loss: 1.3166, grad_norm: 2.1649 2021-06-08 02:56:33,485 - mmaction - INFO - Epoch [17][940/2689] lr: 6.000e-03, eta: 9:39:57, time: 2.221, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3379, loss: 1.3379, grad_norm: 2.2323 2021-06-08 02:57:19,514 - mmaction - INFO - Epoch [17][960/2689] lr: 6.000e-03, eta: 9:39:11, time: 2.301, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.3361, loss: 1.3361, grad_norm: 2.3484 2021-06-08 02:58:05,622 - mmaction - INFO - Epoch [17][980/2689] lr: 6.000e-03, eta: 9:38:26, time: 2.306, data_time: 0.002, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4029, loss: 1.4029, grad_norm: 2.3882 2021-06-08 02:58:50,339 - mmaction - INFO - Epoch [17][1000/2689] lr: 6.000e-03, eta: 9:37:39, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8641, loss_cls: 1.3669, loss: 1.3669, grad_norm: 2.3260 2021-06-08 02:59:35,812 - mmaction - INFO - Epoch [17][1020/2689] lr: 6.000e-03, eta: 9:36:54, time: 2.274, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8750, loss_cls: 1.3485, loss: 1.3485, grad_norm: 2.3168 2021-06-08 03:00:20,173 - mmaction - INFO - Epoch [17][1040/2689] lr: 6.000e-03, eta: 9:36:07, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.4681, loss: 1.4681, grad_norm: 2.3407 2021-06-08 03:01:04,566 - mmaction - INFO - Epoch [17][1060/2689] lr: 6.000e-03, eta: 9:35:21, time: 2.220, data_time: 0.002, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.3252, loss: 1.3252, grad_norm: 2.3036 2021-06-08 03:01:47,336 - mmaction - INFO - Epoch [17][1080/2689] lr: 6.000e-03, eta: 9:34:34, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8453, loss_cls: 1.4498, loss: 1.4498, grad_norm: 2.4053 2021-06-08 03:02:31,162 - mmaction - INFO - Epoch [17][1100/2689] lr: 6.000e-03, eta: 9:33:48, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8641, loss_cls: 1.3903, loss: 1.3903, grad_norm: 2.3270 2021-06-08 03:03:14,536 - mmaction - INFO - Epoch [17][1120/2689] lr: 6.000e-03, eta: 9:33:01, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 1.3708, loss: 1.3708, grad_norm: 2.2242 2021-06-08 03:03:57,327 - mmaction - INFO - Epoch [17][1140/2689] lr: 6.000e-03, eta: 9:32:14, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.3856, loss: 1.3856, grad_norm: 2.2978 2021-06-08 03:04:39,284 - mmaction - INFO - Epoch [17][1160/2689] lr: 6.000e-03, eta: 9:31:27, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3547, loss: 1.3547, grad_norm: 2.3880 2021-06-08 03:05:21,823 - mmaction - INFO - Epoch [17][1180/2689] lr: 6.000e-03, eta: 9:30:40, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8766, loss_cls: 1.2538, loss: 1.2538, grad_norm: 2.2474 2021-06-08 03:06:04,589 - mmaction - INFO - Epoch [17][1200/2689] lr: 6.000e-03, eta: 9:29:53, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8797, loss_cls: 1.3327, loss: 1.3327, grad_norm: 2.3457 2021-06-08 03:06:46,216 - mmaction - INFO - Epoch [17][1220/2689] lr: 6.000e-03, eta: 9:29:06, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8672, loss_cls: 1.3846, loss: 1.3846, grad_norm: 2.3737 2021-06-08 03:07:24,820 - mmaction - INFO - Epoch [17][1240/2689] lr: 6.000e-03, eta: 9:28:18, time: 1.931, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.2523, loss: 1.2523, grad_norm: 2.1798 2021-06-08 03:08:08,140 - mmaction - INFO - Epoch [17][1260/2689] lr: 6.000e-03, eta: 9:27:31, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3408, loss: 1.3408, grad_norm: 2.2891 2021-06-08 03:08:51,324 - mmaction - INFO - Epoch [17][1280/2689] lr: 6.000e-03, eta: 9:26:45, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8625, loss_cls: 1.3943, loss: 1.3943, grad_norm: 2.3889 2021-06-08 03:09:34,701 - mmaction - INFO - Epoch [17][1300/2689] lr: 6.000e-03, eta: 9:25:58, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8859, loss_cls: 1.2795, loss: 1.2795, grad_norm: 2.2535 2021-06-08 03:10:17,595 - mmaction - INFO - Epoch [17][1320/2689] lr: 6.000e-03, eta: 9:25:11, time: 2.145, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4532, loss: 1.4532, grad_norm: 2.3936 2021-06-08 03:11:00,545 - mmaction - INFO - Epoch [17][1340/2689] lr: 6.000e-03, eta: 9:24:25, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8688, loss_cls: 1.3162, loss: 1.3162, grad_norm: 2.1561 2021-06-08 03:11:43,665 - mmaction - INFO - Epoch [17][1360/2689] lr: 6.000e-03, eta: 9:23:38, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3940, loss: 1.3940, grad_norm: 2.2685 2021-06-08 03:12:26,358 - mmaction - INFO - Epoch [17][1380/2689] lr: 6.000e-03, eta: 9:22:51, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.5969, top5_acc: 0.8297, loss_cls: 1.5181, loss: 1.5181, grad_norm: 2.4058 2021-06-08 03:13:06,140 - mmaction - INFO - Epoch [17][1400/2689] lr: 6.000e-03, eta: 9:22:03, time: 1.989, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8562, loss_cls: 1.4323, loss: 1.4323, grad_norm: 2.3297 2021-06-08 03:13:50,233 - mmaction - INFO - Epoch [17][1420/2689] lr: 6.000e-03, eta: 9:21:17, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.4501, loss: 1.4501, grad_norm: 2.2934 2021-06-08 03:14:33,758 - mmaction - INFO - Epoch [17][1440/2689] lr: 6.000e-03, eta: 9:20:31, time: 2.176, data_time: 0.002, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8562, loss_cls: 1.4108, loss: 1.4108, grad_norm: 2.3323 2021-06-08 03:15:12,357 - mmaction - INFO - Epoch [17][1460/2689] lr: 6.000e-03, eta: 9:19:42, time: 1.930, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8672, loss_cls: 1.3618, loss: 1.3618, grad_norm: 2.4029 2021-06-08 03:15:54,357 - mmaction - INFO - Epoch [17][1480/2689] lr: 6.000e-03, eta: 9:18:55, time: 2.100, data_time: 0.002, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.3378, loss: 1.3378, grad_norm: 2.2328 2021-06-08 03:16:36,571 - mmaction - INFO - Epoch [17][1500/2689] lr: 6.000e-03, eta: 9:18:08, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8578, loss_cls: 1.4622, loss: 1.4622, grad_norm: 2.3627 2021-06-08 03:17:19,873 - mmaction - INFO - Epoch [17][1520/2689] lr: 6.000e-03, eta: 9:17:22, time: 2.166, data_time: 0.002, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3177, loss: 1.3177, grad_norm: 2.1649 2021-06-08 03:18:02,556 - mmaction - INFO - Epoch [17][1540/2689] lr: 6.000e-03, eta: 9:16:35, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2503, loss: 1.2503, grad_norm: 2.1075 2021-06-08 03:18:45,967 - mmaction - INFO - Epoch [17][1560/2689] lr: 6.000e-03, eta: 9:15:49, time: 2.170, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8703, loss_cls: 1.3193, loss: 1.3193, grad_norm: 2.2846 2021-06-08 03:19:29,952 - mmaction - INFO - Epoch [17][1580/2689] lr: 6.000e-03, eta: 9:15:02, time: 2.199, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.4556, loss: 1.4556, grad_norm: 2.3556 2021-06-08 03:20:13,479 - mmaction - INFO - Epoch [17][1600/2689] lr: 6.000e-03, eta: 9:14:16, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.3846, loss: 1.3846, grad_norm: 2.2855 2021-06-08 03:20:55,003 - mmaction - INFO - Epoch [17][1620/2689] lr: 6.000e-03, eta: 9:13:29, time: 2.076, data_time: 0.002, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4073, loss: 1.4073, grad_norm: 2.2438 2021-06-08 03:21:38,780 - mmaction - INFO - Epoch [17][1640/2689] lr: 6.000e-03, eta: 9:12:42, time: 2.189, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8578, loss_cls: 1.4162, loss: 1.4162, grad_norm: 2.3176 2021-06-08 03:22:25,177 - mmaction - INFO - Epoch [17][1660/2689] lr: 6.000e-03, eta: 9:11:57, time: 2.320, data_time: 0.002, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8734, loss_cls: 1.3999, loss: 1.3999, grad_norm: 2.3291 2021-06-08 03:23:10,363 - mmaction - INFO - Epoch [17][1680/2689] lr: 6.000e-03, eta: 9:11:11, time: 2.259, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8625, loss_cls: 1.3966, loss: 1.3966, grad_norm: 2.2407 2021-06-08 03:23:54,871 - mmaction - INFO - Epoch [17][1700/2689] lr: 6.000e-03, eta: 9:10:25, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.4045, loss: 1.4045, grad_norm: 2.3178 2021-06-08 03:24:36,772 - mmaction - INFO - Epoch [17][1720/2689] lr: 6.000e-03, eta: 9:09:37, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.2933, loss: 1.2933, grad_norm: 2.2601 2021-06-08 03:25:22,188 - mmaction - INFO - Epoch [17][1740/2689] lr: 6.000e-03, eta: 9:08:52, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4574, loss: 1.4574, grad_norm: 2.3551 2021-06-08 03:26:07,347 - mmaction - INFO - Epoch [17][1760/2689] lr: 6.000e-03, eta: 9:08:06, time: 2.258, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8422, loss_cls: 1.4178, loss: 1.4178, grad_norm: 2.3558 2021-06-08 03:26:53,648 - mmaction - INFO - Epoch [17][1780/2689] lr: 6.000e-03, eta: 9:07:20, time: 2.315, data_time: 0.001, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2514, loss: 1.2514, grad_norm: 2.1862 2021-06-08 03:27:38,542 - mmaction - INFO - Epoch [17][1800/2689] lr: 6.000e-03, eta: 9:06:34, time: 2.245, data_time: 0.001, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8453, loss_cls: 1.4295, loss: 1.4295, grad_norm: 2.3794 2021-06-08 03:28:22,001 - mmaction - INFO - Epoch [17][1820/2689] lr: 6.000e-03, eta: 9:05:48, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.3549, loss: 1.3549, grad_norm: 2.3190 2021-06-08 03:29:07,503 - mmaction - INFO - Epoch [17][1840/2689] lr: 6.000e-03, eta: 9:05:02, time: 2.275, data_time: 0.002, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8266, loss_cls: 1.5023, loss: 1.5023, grad_norm: 2.2980 2021-06-08 03:29:51,442 - mmaction - INFO - Epoch [17][1860/2689] lr: 6.000e-03, eta: 9:04:15, time: 2.197, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8797, loss_cls: 1.2802, loss: 1.2802, grad_norm: 2.2048 2021-06-08 03:30:37,205 - mmaction - INFO - Epoch [17][1880/2689] lr: 6.000e-03, eta: 9:03:30, time: 2.289, data_time: 0.002, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8641, loss_cls: 1.4118, loss: 1.4118, grad_norm: 2.3475 2021-06-08 03:31:20,197 - mmaction - INFO - Epoch [17][1900/2689] lr: 6.000e-03, eta: 9:02:43, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3437, loss: 1.3437, grad_norm: 2.1242 2021-06-08 03:32:04,870 - mmaction - INFO - Epoch [17][1920/2689] lr: 6.000e-03, eta: 9:01:57, time: 2.234, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8766, loss_cls: 1.3213, loss: 1.3213, grad_norm: 2.3621 2021-06-08 03:32:51,354 - mmaction - INFO - Epoch [17][1940/2689] lr: 6.000e-03, eta: 9:01:11, time: 2.324, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.4183, loss: 1.4183, grad_norm: 2.3233 2021-06-08 03:33:37,375 - mmaction - INFO - Epoch [17][1960/2689] lr: 6.000e-03, eta: 9:00:26, time: 2.301, data_time: 0.002, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.2770, loss: 1.2770, grad_norm: 2.1065 2021-06-08 03:34:22,993 - mmaction - INFO - Epoch [17][1980/2689] lr: 6.000e-03, eta: 8:59:40, time: 2.281, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.2321, loss: 1.2321, grad_norm: 2.2356 2021-06-08 03:35:08,495 - mmaction - INFO - Epoch [17][2000/2689] lr: 6.000e-03, eta: 8:58:54, time: 2.275, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8656, loss_cls: 1.3763, loss: 1.3763, grad_norm: 2.3607 2021-06-08 03:35:52,348 - mmaction - INFO - Epoch [17][2020/2689] lr: 6.000e-03, eta: 8:58:08, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8688, loss_cls: 1.3214, loss: 1.3214, grad_norm: 2.2282 2021-06-08 03:36:36,195 - mmaction - INFO - Epoch [17][2040/2689] lr: 6.000e-03, eta: 8:57:21, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.2992, loss: 1.2992, grad_norm: 2.2103 2021-06-08 03:37:16,100 - mmaction - INFO - Epoch [17][2060/2689] lr: 6.000e-03, eta: 8:56:34, time: 1.995, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.2988, loss: 1.2988, grad_norm: 2.2401 2021-06-08 03:37:59,280 - mmaction - INFO - Epoch [17][2080/2689] lr: 6.000e-03, eta: 8:55:47, time: 2.159, data_time: 0.002, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8953, loss_cls: 1.2719, loss: 1.2719, grad_norm: 2.2552 2021-06-08 03:38:43,548 - mmaction - INFO - Epoch [17][2100/2689] lr: 6.000e-03, eta: 8:55:01, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8625, loss_cls: 1.3620, loss: 1.3620, grad_norm: 2.3571 2021-06-08 03:39:25,744 - mmaction - INFO - Epoch [17][2120/2689] lr: 6.000e-03, eta: 8:54:14, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.4478, loss: 1.4478, grad_norm: 2.3602 2021-06-08 03:40:05,349 - mmaction - INFO - Epoch [17][2140/2689] lr: 6.000e-03, eta: 8:53:27, time: 1.980, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8688, loss_cls: 1.3247, loss: 1.3247, grad_norm: 2.3710 2021-06-08 03:40:47,464 - mmaction - INFO - Epoch [17][2160/2689] lr: 6.000e-03, eta: 8:52:40, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8578, loss_cls: 1.4008, loss: 1.4008, grad_norm: 2.4206 2021-06-08 03:41:26,965 - mmaction - INFO - Epoch [17][2180/2689] lr: 6.000e-03, eta: 8:51:52, time: 1.975, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.4783, loss: 1.4783, grad_norm: 2.3670 2021-06-08 03:42:09,095 - mmaction - INFO - Epoch [17][2200/2689] lr: 6.000e-03, eta: 8:51:05, time: 2.107, data_time: 0.002, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8719, loss_cls: 1.2905, loss: 1.2905, grad_norm: 2.3212 2021-06-08 03:42:51,539 - mmaction - INFO - Epoch [17][2220/2689] lr: 6.000e-03, eta: 8:50:18, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3638, loss: 1.3638, grad_norm: 2.2907 2021-06-08 03:43:33,777 - mmaction - INFO - Epoch [17][2240/2689] lr: 6.000e-03, eta: 8:49:32, time: 2.112, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8313, loss_cls: 1.4763, loss: 1.4763, grad_norm: 2.2581 2021-06-08 03:44:16,152 - mmaction - INFO - Epoch [17][2260/2689] lr: 6.000e-03, eta: 8:48:45, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.3196, loss: 1.3196, grad_norm: 2.2366 2021-06-08 03:44:57,232 - mmaction - INFO - Epoch [17][2280/2689] lr: 6.000e-03, eta: 8:47:58, time: 2.054, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8859, loss_cls: 1.2653, loss: 1.2653, grad_norm: 2.2920 2021-06-08 03:45:39,181 - mmaction - INFO - Epoch [17][2300/2689] lr: 6.000e-03, eta: 8:47:11, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8641, loss_cls: 1.3817, loss: 1.3817, grad_norm: 2.4263 2021-06-08 03:46:22,089 - mmaction - INFO - Epoch [17][2320/2689] lr: 6.000e-03, eta: 8:46:24, time: 2.145, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8812, loss_cls: 1.2916, loss: 1.2916, grad_norm: 2.3109 2021-06-08 03:47:03,765 - mmaction - INFO - Epoch [17][2340/2689] lr: 6.000e-03, eta: 8:45:37, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3478, loss: 1.3478, grad_norm: 2.2971 2021-06-08 03:47:46,023 - mmaction - INFO - Epoch [17][2360/2689] lr: 6.000e-03, eta: 8:44:50, time: 2.113, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8609, loss_cls: 1.3872, loss: 1.3872, grad_norm: 2.3136 2021-06-08 03:48:26,690 - mmaction - INFO - Epoch [17][2380/2689] lr: 6.000e-03, eta: 8:44:03, time: 2.033, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8594, loss_cls: 1.4728, loss: 1.4728, grad_norm: 2.3628 2021-06-08 03:49:06,551 - mmaction - INFO - Epoch [17][2400/2689] lr: 6.000e-03, eta: 8:43:16, time: 1.993, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8672, loss_cls: 1.3685, loss: 1.3685, grad_norm: 2.3313 2021-06-08 03:49:47,778 - mmaction - INFO - Epoch [17][2420/2689] lr: 6.000e-03, eta: 8:42:29, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.3314, loss: 1.3314, grad_norm: 2.2003 2021-06-08 03:50:27,944 - mmaction - INFO - Epoch [17][2440/2689] lr: 6.000e-03, eta: 8:41:41, time: 2.008, data_time: 0.002, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.4024, loss: 1.4024, grad_norm: 2.3293 2021-06-08 03:51:09,646 - mmaction - INFO - Epoch [17][2460/2689] lr: 6.000e-03, eta: 8:40:54, time: 2.085, data_time: 0.002, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8688, loss_cls: 1.3100, loss: 1.3100, grad_norm: 2.2983 2021-06-08 03:51:52,583 - mmaction - INFO - Epoch [17][2480/2689] lr: 6.000e-03, eta: 8:40:08, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8578, loss_cls: 1.3723, loss: 1.3723, grad_norm: 2.2907 2021-06-08 03:52:33,611 - mmaction - INFO - Epoch [17][2500/2689] lr: 6.000e-03, eta: 8:39:21, time: 2.051, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8609, loss_cls: 1.3810, loss: 1.3810, grad_norm: 2.3645 2021-06-08 03:53:16,820 - mmaction - INFO - Epoch [17][2520/2689] lr: 6.000e-03, eta: 8:38:34, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2752, loss: 1.2752, grad_norm: 2.2535 2021-06-08 03:54:00,403 - mmaction - INFO - Epoch [17][2540/2689] lr: 6.000e-03, eta: 8:37:48, time: 2.179, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.3940, loss: 1.3940, grad_norm: 2.3895 2021-06-08 03:54:44,460 - mmaction - INFO - Epoch [17][2560/2689] lr: 6.000e-03, eta: 8:37:02, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8688, loss_cls: 1.4346, loss: 1.4346, grad_norm: 2.3993 2021-06-08 03:55:30,314 - mmaction - INFO - Epoch [17][2580/2689] lr: 6.000e-03, eta: 8:36:16, time: 2.293, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.4854, loss: 1.4854, grad_norm: 2.3586 2021-06-08 03:56:14,665 - mmaction - INFO - Epoch [17][2600/2689] lr: 6.000e-03, eta: 8:35:30, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4106, loss: 1.4106, grad_norm: 2.2706 2021-06-08 03:57:01,047 - mmaction - INFO - Epoch [17][2620/2689] lr: 6.000e-03, eta: 8:34:44, time: 2.319, data_time: 0.001, memory: 9293, top1_acc: 0.5891, top5_acc: 0.8406, loss_cls: 1.5390, loss: 1.5390, grad_norm: 2.4235 2021-06-08 03:57:45,523 - mmaction - INFO - Epoch [17][2640/2689] lr: 6.000e-03, eta: 8:33:58, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4224, loss: 1.4224, grad_norm: 2.3433 2021-06-08 03:58:30,435 - mmaction - INFO - Epoch [17][2660/2689] lr: 6.000e-03, eta: 8:33:12, time: 2.245, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3146, loss: 1.3146, grad_norm: 2.2009 2021-06-08 03:59:13,433 - mmaction - INFO - Epoch [17][2680/2689] lr: 6.000e-03, eta: 8:32:26, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4347, loss: 1.4347, grad_norm: 2.2759 2021-06-08 03:59:37,036 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-06-08 04:07:05,637 - mmaction - INFO - Epoch [18][20/2689] lr: 6.000e-03, eta: 8:33:11, time: 22.358, data_time: 21.042, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3660, loss: 1.3660, grad_norm: 2.3227 2021-06-08 04:07:31,419 - mmaction - INFO - Epoch [18][40/2689] lr: 6.000e-03, eta: 8:32:20, time: 1.290, data_time: 0.003, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.3509, loss: 1.3509, grad_norm: 2.3489 2021-06-08 04:07:58,358 - mmaction - INFO - Epoch [18][60/2689] lr: 6.000e-03, eta: 8:31:28, time: 1.347, data_time: 0.001, memory: 9293, top1_acc: 0.6016, top5_acc: 0.8438, loss_cls: 1.4513, loss: 1.4513, grad_norm: 2.3380 2021-06-08 04:08:28,808 - mmaction - INFO - Epoch [18][80/2689] lr: 6.000e-03, eta: 8:30:38, time: 1.523, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3711, loss: 1.3711, grad_norm: 2.3500 2021-06-08 04:09:02,467 - mmaction - INFO - Epoch [18][100/2689] lr: 6.000e-03, eta: 8:29:48, time: 1.683, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8688, loss_cls: 1.2903, loss: 1.2903, grad_norm: 2.2778 2021-06-08 04:09:40,599 - mmaction - INFO - Epoch [18][120/2689] lr: 6.000e-03, eta: 8:29:00, time: 1.907, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8469, loss_cls: 1.4910, loss: 1.4910, grad_norm: 2.4244 2021-06-08 04:10:19,653 - mmaction - INFO - Epoch [18][140/2689] lr: 6.000e-03, eta: 8:28:13, time: 1.953, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8906, loss_cls: 1.2226, loss: 1.2226, grad_norm: 2.2120 2021-06-08 04:11:02,698 - mmaction - INFO - Epoch [18][160/2689] lr: 6.000e-03, eta: 8:27:26, time: 2.153, data_time: 0.002, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2069, loss: 1.2069, grad_norm: 2.1424 2021-06-08 04:11:45,710 - mmaction - INFO - Epoch [18][180/2689] lr: 6.000e-03, eta: 8:26:39, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.3101, loss: 1.3101, grad_norm: 2.1823 2021-06-08 04:12:30,853 - mmaction - INFO - Epoch [18][200/2689] lr: 6.000e-03, eta: 8:25:53, time: 2.257, data_time: 0.001, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8594, loss_cls: 1.4145, loss: 1.4145, grad_norm: 2.3354 2021-06-08 04:13:11,625 - mmaction - INFO - Epoch [18][220/2689] lr: 6.000e-03, eta: 8:25:06, time: 2.039, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8812, loss_cls: 1.2421, loss: 1.2421, grad_norm: 2.3036 2021-06-08 04:13:55,696 - mmaction - INFO - Epoch [18][240/2689] lr: 6.000e-03, eta: 8:24:20, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.4761, loss: 1.4761, grad_norm: 2.3606 2021-06-08 04:14:39,591 - mmaction - INFO - Epoch [18][260/2689] lr: 6.000e-03, eta: 8:23:33, time: 2.194, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8812, loss_cls: 1.2839, loss: 1.2839, grad_norm: 2.2374 2021-06-08 04:15:23,426 - mmaction - INFO - Epoch [18][280/2689] lr: 6.000e-03, eta: 8:22:47, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8547, loss_cls: 1.4603, loss: 1.4603, grad_norm: 2.3903 2021-06-08 04:16:07,322 - mmaction - INFO - Epoch [18][300/2689] lr: 6.000e-03, eta: 8:22:00, time: 2.194, data_time: 0.002, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8797, loss_cls: 1.2668, loss: 1.2668, grad_norm: 2.2358 2021-06-08 04:16:50,332 - mmaction - INFO - Epoch [18][320/2689] lr: 6.000e-03, eta: 8:21:14, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8734, loss_cls: 1.3060, loss: 1.3060, grad_norm: 2.3289 2021-06-08 04:17:33,483 - mmaction - INFO - Epoch [18][340/2689] lr: 6.000e-03, eta: 8:20:27, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8844, loss_cls: 1.2882, loss: 1.2882, grad_norm: 2.2267 2021-06-08 04:18:15,836 - mmaction - INFO - Epoch [18][360/2689] lr: 6.000e-03, eta: 8:19:40, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3754, loss: 1.3754, grad_norm: 2.2595 2021-06-08 04:18:58,793 - mmaction - INFO - Epoch [18][380/2689] lr: 6.000e-03, eta: 8:18:54, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8562, loss_cls: 1.3940, loss: 1.3940, grad_norm: 2.3185 2021-06-08 04:19:41,809 - mmaction - INFO - Epoch [18][400/2689] lr: 6.000e-03, eta: 8:18:07, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8703, loss_cls: 1.3554, loss: 1.3554, grad_norm: 2.3564 2021-06-08 04:20:24,441 - mmaction - INFO - Epoch [18][420/2689] lr: 6.000e-03, eta: 8:17:20, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3801, loss: 1.3801, grad_norm: 2.2473 2021-06-08 04:21:06,796 - mmaction - INFO - Epoch [18][440/2689] lr: 6.000e-03, eta: 8:16:34, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6078, top5_acc: 0.8375, loss_cls: 1.5230, loss: 1.5230, grad_norm: 2.3786 2021-06-08 04:21:48,803 - mmaction - INFO - Epoch [18][460/2689] lr: 6.000e-03, eta: 8:15:47, time: 2.100, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.4668, loss: 1.4668, grad_norm: 2.2967 2021-06-08 04:22:30,512 - mmaction - INFO - Epoch [18][480/2689] lr: 6.000e-03, eta: 8:15:00, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8844, loss_cls: 1.2840, loss: 1.2840, grad_norm: 2.2278 2021-06-08 04:23:13,084 - mmaction - INFO - Epoch [18][500/2689] lr: 6.000e-03, eta: 8:14:13, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3254, loss: 1.3254, grad_norm: 2.2306 2021-06-08 04:23:51,387 - mmaction - INFO - Epoch [18][520/2689] lr: 6.000e-03, eta: 8:13:25, time: 1.916, data_time: 0.002, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.3431, loss: 1.3431, grad_norm: 2.3043 2021-06-08 04:24:34,645 - mmaction - INFO - Epoch [18][540/2689] lr: 6.000e-03, eta: 8:12:39, time: 2.162, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.2564, loss: 1.2564, grad_norm: 2.2703 2021-06-08 04:25:17,005 - mmaction - INFO - Epoch [18][560/2689] lr: 6.000e-03, eta: 8:11:52, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8812, loss_cls: 1.2760, loss: 1.2760, grad_norm: 2.3479 2021-06-08 04:25:59,093 - mmaction - INFO - Epoch [18][580/2689] lr: 6.000e-03, eta: 8:11:05, time: 2.104, data_time: 0.002, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.3056, loss: 1.3056, grad_norm: 2.3518 2021-06-08 04:26:43,012 - mmaction - INFO - Epoch [18][600/2689] lr: 6.000e-03, eta: 8:10:19, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.6000, top5_acc: 0.8469, loss_cls: 1.4570, loss: 1.4570, grad_norm: 2.3930 2021-06-08 04:27:26,722 - mmaction - INFO - Epoch [18][620/2689] lr: 6.000e-03, eta: 8:09:32, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3084, loss: 1.3084, grad_norm: 2.3031 2021-06-08 04:28:11,282 - mmaction - INFO - Epoch [18][640/2689] lr: 6.000e-03, eta: 8:08:46, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8922, loss_cls: 1.1686, loss: 1.1686, grad_norm: 2.2236 2021-06-08 04:28:55,761 - mmaction - INFO - Epoch [18][660/2689] lr: 6.000e-03, eta: 8:08:00, time: 2.224, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8781, loss_cls: 1.2603, loss: 1.2603, grad_norm: 2.3637 2021-06-08 04:29:37,281 - mmaction - INFO - Epoch [18][680/2689] lr: 6.000e-03, eta: 8:07:13, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.2818, loss: 1.2818, grad_norm: 2.2111 2021-06-08 04:30:19,410 - mmaction - INFO - Epoch [18][700/2689] lr: 6.000e-03, eta: 8:06:26, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8547, loss_cls: 1.4245, loss: 1.4245, grad_norm: 2.3490 2021-06-08 04:30:59,851 - mmaction - INFO - Epoch [18][720/2689] lr: 6.000e-03, eta: 8:05:39, time: 2.022, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8500, loss_cls: 1.4373, loss: 1.4373, grad_norm: 2.5060 2021-06-08 04:31:43,453 - mmaction - INFO - Epoch [18][740/2689] lr: 6.000e-03, eta: 8:04:53, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8734, loss_cls: 1.3900, loss: 1.3900, grad_norm: 2.4216 2021-06-08 04:32:28,950 - mmaction - INFO - Epoch [18][760/2689] lr: 6.000e-03, eta: 8:04:07, time: 2.275, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8672, loss_cls: 1.3075, loss: 1.3075, grad_norm: 2.2077 2021-06-08 04:33:16,090 - mmaction - INFO - Epoch [18][780/2689] lr: 6.000e-03, eta: 8:03:21, time: 2.356, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4084, loss: 1.4084, grad_norm: 2.4218 2021-06-08 04:33:58,449 - mmaction - INFO - Epoch [18][800/2689] lr: 6.000e-03, eta: 8:02:34, time: 2.119, data_time: 0.002, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8750, loss_cls: 1.2823, loss: 1.2823, grad_norm: 2.2388 2021-06-08 04:34:40,887 - mmaction - INFO - Epoch [18][820/2689] lr: 6.000e-03, eta: 8:01:48, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.3167, loss: 1.3167, grad_norm: 2.2975 2021-06-08 04:35:27,453 - mmaction - INFO - Epoch [18][840/2689] lr: 6.000e-03, eta: 8:01:02, time: 2.328, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8797, loss_cls: 1.2841, loss: 1.2841, grad_norm: 2.2348 2021-06-08 04:36:13,564 - mmaction - INFO - Epoch [18][860/2689] lr: 6.000e-03, eta: 8:00:16, time: 2.306, data_time: 0.002, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8562, loss_cls: 1.4105, loss: 1.4105, grad_norm: 2.3940 2021-06-08 04:36:57,890 - mmaction - INFO - Epoch [18][880/2689] lr: 6.000e-03, eta: 7:59:30, time: 2.216, data_time: 0.001, memory: 9293, top1_acc: 0.6094, top5_acc: 0.8359, loss_cls: 1.4460, loss: 1.4460, grad_norm: 2.3104 2021-06-08 04:37:43,521 - mmaction - INFO - Epoch [18][900/2689] lr: 6.000e-03, eta: 7:58:44, time: 2.282, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2212, loss: 1.2212, grad_norm: 2.2191 2021-06-08 04:38:27,264 - mmaction - INFO - Epoch [18][920/2689] lr: 6.000e-03, eta: 7:57:58, time: 2.187, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.2930, loss: 1.2930, grad_norm: 2.2369 2021-06-08 04:39:11,697 - mmaction - INFO - Epoch [18][940/2689] lr: 6.000e-03, eta: 7:57:12, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8719, loss_cls: 1.2441, loss: 1.2441, grad_norm: 2.2729 2021-06-08 04:39:55,231 - mmaction - INFO - Epoch [18][960/2689] lr: 6.000e-03, eta: 7:56:26, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4105, loss: 1.4105, grad_norm: 2.3390 2021-06-08 04:40:38,041 - mmaction - INFO - Epoch [18][980/2689] lr: 6.000e-03, eta: 7:55:39, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.3971, loss: 1.3971, grad_norm: 2.2938 2021-06-08 04:41:21,393 - mmaction - INFO - Epoch [18][1000/2689] lr: 6.000e-03, eta: 7:54:52, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.4343, loss: 1.4343, grad_norm: 2.3745 2021-06-08 04:42:03,828 - mmaction - INFO - Epoch [18][1020/2689] lr: 6.000e-03, eta: 7:54:06, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8703, loss_cls: 1.3366, loss: 1.3366, grad_norm: 2.3309 2021-06-08 04:42:42,310 - mmaction - INFO - Epoch [18][1040/2689] lr: 6.000e-03, eta: 7:53:18, time: 1.924, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.3404, loss: 1.3404, grad_norm: 2.2256 2021-06-08 04:43:25,610 - mmaction - INFO - Epoch [18][1060/2689] lr: 6.000e-03, eta: 7:52:32, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8812, loss_cls: 1.2768, loss: 1.2768, grad_norm: 2.3161 2021-06-08 04:44:07,624 - mmaction - INFO - Epoch [18][1080/2689] lr: 6.000e-03, eta: 7:51:45, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8750, loss_cls: 1.3836, loss: 1.3836, grad_norm: 2.4102 2021-06-08 04:44:49,434 - mmaction - INFO - Epoch [18][1100/2689] lr: 6.000e-03, eta: 7:50:58, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8641, loss_cls: 1.3462, loss: 1.3462, grad_norm: 2.3779 2021-06-08 04:45:32,285 - mmaction - INFO - Epoch [18][1120/2689] lr: 6.000e-03, eta: 7:50:11, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8500, loss_cls: 1.3961, loss: 1.3961, grad_norm: 2.4050 2021-06-08 04:46:14,684 - mmaction - INFO - Epoch [18][1140/2689] lr: 6.000e-03, eta: 7:49:25, time: 2.120, data_time: 0.002, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8641, loss_cls: 1.4003, loss: 1.4003, grad_norm: 2.3628 2021-06-08 04:46:55,226 - mmaction - INFO - Epoch [18][1160/2689] lr: 6.000e-03, eta: 7:48:38, time: 2.027, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.3705, loss: 1.3705, grad_norm: 2.4079 2021-06-08 04:47:37,921 - mmaction - INFO - Epoch [18][1180/2689] lr: 6.000e-03, eta: 7:47:51, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8391, loss_cls: 1.5108, loss: 1.5108, grad_norm: 2.4564 2021-06-08 04:48:20,766 - mmaction - INFO - Epoch [18][1200/2689] lr: 6.000e-03, eta: 7:47:05, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8766, loss_cls: 1.3212, loss: 1.3212, grad_norm: 2.2236 2021-06-08 04:49:03,709 - mmaction - INFO - Epoch [18][1220/2689] lr: 6.000e-03, eta: 7:46:18, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.3436, loss: 1.3436, grad_norm: 2.2306 2021-06-08 04:49:46,535 - mmaction - INFO - Epoch [18][1240/2689] lr: 6.000e-03, eta: 7:45:31, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8703, loss_cls: 1.2681, loss: 1.2681, grad_norm: 2.2586 2021-06-08 04:50:30,394 - mmaction - INFO - Epoch [18][1260/2689] lr: 6.000e-03, eta: 7:44:45, time: 2.193, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8750, loss_cls: 1.3332, loss: 1.3332, grad_norm: 2.2541 2021-06-08 04:51:14,588 - mmaction - INFO - Epoch [18][1280/2689] lr: 6.000e-03, eta: 7:43:59, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8672, loss_cls: 1.2736, loss: 1.2736, grad_norm: 2.2686 2021-06-08 04:51:59,304 - mmaction - INFO - Epoch [18][1300/2689] lr: 6.000e-03, eta: 7:43:13, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.3796, loss: 1.3796, grad_norm: 2.3078 2021-06-08 04:52:43,646 - mmaction - INFO - Epoch [18][1320/2689] lr: 6.000e-03, eta: 7:42:27, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2689, loss: 1.2689, grad_norm: 2.2461 2021-06-08 04:53:28,326 - mmaction - INFO - Epoch [18][1340/2689] lr: 6.000e-03, eta: 7:41:41, time: 2.234, data_time: 0.002, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.2977, loss: 1.2977, grad_norm: 2.2871 2021-06-08 04:54:14,585 - mmaction - INFO - Epoch [18][1360/2689] lr: 6.000e-03, eta: 7:40:55, time: 2.313, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.3883, loss: 1.3883, grad_norm: 2.3747 2021-06-08 04:54:59,311 - mmaction - INFO - Epoch [18][1380/2689] lr: 6.000e-03, eta: 7:40:09, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8578, loss_cls: 1.3844, loss: 1.3844, grad_norm: 2.3788 2021-06-08 04:55:45,460 - mmaction - INFO - Epoch [18][1400/2689] lr: 6.000e-03, eta: 7:39:23, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3311, loss: 1.3311, grad_norm: 2.3763 2021-06-08 04:56:30,517 - mmaction - INFO - Epoch [18][1420/2689] lr: 6.000e-03, eta: 7:38:38, time: 2.253, data_time: 0.002, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8438, loss_cls: 1.4402, loss: 1.4402, grad_norm: 2.4710 2021-06-08 04:57:14,031 - mmaction - INFO - Epoch [18][1440/2689] lr: 6.000e-03, eta: 7:37:51, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8766, loss_cls: 1.3134, loss: 1.3134, grad_norm: 2.2606 2021-06-08 04:57:59,694 - mmaction - INFO - Epoch [18][1460/2689] lr: 6.000e-03, eta: 7:37:05, time: 2.283, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.3130, loss: 1.3130, grad_norm: 2.2188 2021-06-08 04:58:44,447 - mmaction - INFO - Epoch [18][1480/2689] lr: 6.000e-03, eta: 7:36:19, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.3450, loss: 1.3450, grad_norm: 2.3932 2021-06-08 04:59:30,720 - mmaction - INFO - Epoch [18][1500/2689] lr: 6.000e-03, eta: 7:35:34, time: 2.314, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2696, loss: 1.2696, grad_norm: 2.2652 2021-06-08 05:00:13,316 - mmaction - INFO - Epoch [18][1520/2689] lr: 6.000e-03, eta: 7:34:47, time: 2.130, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4092, loss: 1.4092, grad_norm: 2.4312 2021-06-08 05:00:59,878 - mmaction - INFO - Epoch [18][1540/2689] lr: 6.000e-03, eta: 7:34:02, time: 2.328, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.2994, loss: 1.2994, grad_norm: 2.3531 2021-06-08 05:01:46,142 - mmaction - INFO - Epoch [18][1560/2689] lr: 6.000e-03, eta: 7:33:16, time: 2.313, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.3454, loss: 1.3454, grad_norm: 2.3532 2021-06-08 05:02:31,365 - mmaction - INFO - Epoch [18][1580/2689] lr: 6.000e-03, eta: 7:32:30, time: 2.261, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8359, loss_cls: 1.4521, loss: 1.4521, grad_norm: 2.4602 2021-06-08 05:03:17,464 - mmaction - INFO - Epoch [18][1600/2689] lr: 6.000e-03, eta: 7:31:44, time: 2.305, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8703, loss_cls: 1.3490, loss: 1.3490, grad_norm: 2.2152 2021-06-08 05:04:02,126 - mmaction - INFO - Epoch [18][1620/2689] lr: 6.000e-03, eta: 7:30:58, time: 2.234, data_time: 0.002, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8953, loss_cls: 1.1934, loss: 1.1934, grad_norm: 2.2333 2021-06-08 05:04:45,765 - mmaction - INFO - Epoch [18][1640/2689] lr: 6.000e-03, eta: 7:30:12, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8766, loss_cls: 1.3986, loss: 1.3986, grad_norm: 2.4240 2021-06-08 05:05:28,875 - mmaction - INFO - Epoch [18][1660/2689] lr: 6.000e-03, eta: 7:29:26, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8609, loss_cls: 1.3209, loss: 1.3209, grad_norm: 2.3893 2021-06-08 05:06:12,398 - mmaction - INFO - Epoch [18][1680/2689] lr: 6.000e-03, eta: 7:28:39, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.2694, loss: 1.2694, grad_norm: 2.2651 2021-06-08 05:06:55,377 - mmaction - INFO - Epoch [18][1700/2689] lr: 6.000e-03, eta: 7:27:53, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8703, loss_cls: 1.2581, loss: 1.2581, grad_norm: 2.2863 2021-06-08 05:07:37,207 - mmaction - INFO - Epoch [18][1720/2689] lr: 6.000e-03, eta: 7:27:06, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.3790, loss: 1.3790, grad_norm: 2.3853 2021-06-08 05:08:19,244 - mmaction - INFO - Epoch [18][1740/2689] lr: 6.000e-03, eta: 7:26:19, time: 2.102, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.3702, loss: 1.3702, grad_norm: 2.4797 2021-06-08 05:09:01,822 - mmaction - INFO - Epoch [18][1760/2689] lr: 6.000e-03, eta: 7:25:33, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4014, loss: 1.4014, grad_norm: 2.5104 2021-06-08 05:09:44,932 - mmaction - INFO - Epoch [18][1780/2689] lr: 6.000e-03, eta: 7:24:46, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2637, loss: 1.2637, grad_norm: 2.2916 2021-06-08 05:10:30,234 - mmaction - INFO - Epoch [18][1800/2689] lr: 6.000e-03, eta: 7:24:01, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3185, loss: 1.3185, grad_norm: 2.3424 2021-06-08 05:11:14,808 - mmaction - INFO - Epoch [18][1820/2689] lr: 6.000e-03, eta: 7:23:15, time: 2.229, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3867, loss: 1.3867, grad_norm: 2.4139 2021-06-08 05:11:59,406 - mmaction - INFO - Epoch [18][1840/2689] lr: 6.000e-03, eta: 7:22:29, time: 2.230, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.2519, loss: 1.2519, grad_norm: 2.2791 2021-06-08 05:12:42,321 - mmaction - INFO - Epoch [18][1860/2689] lr: 6.000e-03, eta: 7:21:42, time: 2.145, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8609, loss_cls: 1.3931, loss: 1.3931, grad_norm: 2.3749 2021-06-08 05:13:24,426 - mmaction - INFO - Epoch [18][1880/2689] lr: 6.000e-03, eta: 7:20:55, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8750, loss_cls: 1.3739, loss: 1.3739, grad_norm: 2.4316 2021-06-08 05:14:08,858 - mmaction - INFO - Epoch [18][1900/2689] lr: 6.000e-03, eta: 7:20:09, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8719, loss_cls: 1.3264, loss: 1.3264, grad_norm: 2.3646 2021-06-08 05:14:52,286 - mmaction - INFO - Epoch [18][1920/2689] lr: 6.000e-03, eta: 7:19:23, time: 2.171, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8641, loss_cls: 1.4292, loss: 1.4292, grad_norm: 2.5136 2021-06-08 05:15:35,811 - mmaction - INFO - Epoch [18][1940/2689] lr: 6.000e-03, eta: 7:18:37, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3182, loss: 1.3182, grad_norm: 2.3799 2021-06-08 05:16:19,096 - mmaction - INFO - Epoch [18][1960/2689] lr: 6.000e-03, eta: 7:17:50, time: 2.164, data_time: 0.002, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.3734, loss: 1.3734, grad_norm: 2.3960 2021-06-08 05:16:57,931 - mmaction - INFO - Epoch [18][1980/2689] lr: 6.000e-03, eta: 7:17:03, time: 1.942, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.2685, loss: 1.2685, grad_norm: 2.2989 2021-06-08 05:17:40,463 - mmaction - INFO - Epoch [18][2000/2689] lr: 6.000e-03, eta: 7:16:16, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8547, loss_cls: 1.3981, loss: 1.3981, grad_norm: 2.4445 2021-06-08 05:18:22,615 - mmaction - INFO - Epoch [18][2020/2689] lr: 6.000e-03, eta: 7:15:30, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8562, loss_cls: 1.4243, loss: 1.4243, grad_norm: 2.4677 2021-06-08 05:19:02,400 - mmaction - INFO - Epoch [18][2040/2689] lr: 6.000e-03, eta: 7:14:43, time: 1.990, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.9031, loss_cls: 1.1718, loss: 1.1718, grad_norm: 2.2038 2021-06-08 05:19:45,086 - mmaction - INFO - Epoch [18][2060/2689] lr: 6.000e-03, eta: 7:13:56, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.3564, loss: 1.3564, grad_norm: 2.3645 2021-06-08 05:20:27,827 - mmaction - INFO - Epoch [18][2080/2689] lr: 6.000e-03, eta: 7:13:10, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.6109, top5_acc: 0.8406, loss_cls: 1.4791, loss: 1.4791, grad_norm: 2.5286 2021-06-08 05:21:09,735 - mmaction - INFO - Epoch [18][2100/2689] lr: 6.000e-03, eta: 7:12:23, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8734, loss_cls: 1.2733, loss: 1.2733, grad_norm: 2.3725 2021-06-08 05:21:52,141 - mmaction - INFO - Epoch [18][2120/2689] lr: 6.000e-03, eta: 7:11:37, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8453, loss_cls: 1.4604, loss: 1.4604, grad_norm: 2.4010 2021-06-08 05:22:34,861 - mmaction - INFO - Epoch [18][2140/2689] lr: 6.000e-03, eta: 7:10:50, time: 2.136, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.3914, loss: 1.3914, grad_norm: 2.4087 2021-06-08 05:23:16,316 - mmaction - INFO - Epoch [18][2160/2689] lr: 6.000e-03, eta: 7:10:03, time: 2.072, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8703, loss_cls: 1.3855, loss: 1.3855, grad_norm: 2.3875 2021-06-08 05:23:59,728 - mmaction - INFO - Epoch [18][2180/2689] lr: 6.000e-03, eta: 7:09:17, time: 2.171, data_time: 0.002, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2824, loss: 1.2824, grad_norm: 2.2399 2021-06-08 05:24:40,889 - mmaction - INFO - Epoch [18][2200/2689] lr: 6.000e-03, eta: 7:08:30, time: 2.058, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8688, loss_cls: 1.3545, loss: 1.3545, grad_norm: 2.4070 2021-06-08 05:25:24,439 - mmaction - INFO - Epoch [18][2220/2689] lr: 6.000e-03, eta: 7:07:44, time: 2.178, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2591, loss: 1.2591, grad_norm: 2.3496 2021-06-08 05:26:05,627 - mmaction - INFO - Epoch [18][2240/2689] lr: 6.000e-03, eta: 7:06:57, time: 2.059, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.3516, loss: 1.3516, grad_norm: 2.4115 2021-06-08 05:26:47,804 - mmaction - INFO - Epoch [18][2260/2689] lr: 6.000e-03, eta: 7:06:11, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8750, loss_cls: 1.3434, loss: 1.3434, grad_norm: 2.2962 2021-06-08 05:27:29,626 - mmaction - INFO - Epoch [18][2280/2689] lr: 6.000e-03, eta: 7:05:24, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8531, loss_cls: 1.4119, loss: 1.4119, grad_norm: 2.3795 2021-06-08 05:28:12,000 - mmaction - INFO - Epoch [18][2300/2689] lr: 6.000e-03, eta: 7:04:38, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8688, loss_cls: 1.4019, loss: 1.4019, grad_norm: 2.4410 2021-06-08 05:28:54,303 - mmaction - INFO - Epoch [18][2320/2689] lr: 6.000e-03, eta: 7:03:51, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8672, loss_cls: 1.3215, loss: 1.3215, grad_norm: 2.3379 2021-06-08 05:29:35,259 - mmaction - INFO - Epoch [18][2340/2689] lr: 6.000e-03, eta: 7:03:04, time: 2.048, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8797, loss_cls: 1.3383, loss: 1.3383, grad_norm: 2.3611 2021-06-08 05:30:17,135 - mmaction - INFO - Epoch [18][2360/2689] lr: 6.000e-03, eta: 7:02:18, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8672, loss_cls: 1.2844, loss: 1.2844, grad_norm: 2.3327 2021-06-08 05:30:59,083 - mmaction - INFO - Epoch [18][2380/2689] lr: 6.000e-03, eta: 7:01:31, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8891, loss_cls: 1.2592, loss: 1.2592, grad_norm: 2.4232 2021-06-08 05:31:40,898 - mmaction - INFO - Epoch [18][2400/2689] lr: 6.000e-03, eta: 7:00:45, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8672, loss_cls: 1.3877, loss: 1.3877, grad_norm: 2.4814 2021-06-08 05:32:23,079 - mmaction - INFO - Epoch [18][2420/2689] lr: 6.000e-03, eta: 6:59:58, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8844, loss_cls: 1.2519, loss: 1.2519, grad_norm: 2.2652 2021-06-08 05:33:02,212 - mmaction - INFO - Epoch [18][2440/2689] lr: 6.000e-03, eta: 6:59:11, time: 1.957, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3491, loss: 1.3491, grad_norm: 2.2988 2021-06-08 05:33:45,213 - mmaction - INFO - Epoch [18][2460/2689] lr: 6.000e-03, eta: 6:58:24, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3541, loss: 1.3541, grad_norm: 2.3721 2021-06-08 05:34:27,627 - mmaction - INFO - Epoch [18][2480/2689] lr: 6.000e-03, eta: 6:57:38, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8828, loss_cls: 1.2673, loss: 1.2673, grad_norm: 2.4152 2021-06-08 05:35:08,474 - mmaction - INFO - Epoch [18][2500/2689] lr: 6.000e-03, eta: 6:56:51, time: 2.042, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8594, loss_cls: 1.4511, loss: 1.4511, grad_norm: 2.5135 2021-06-08 05:35:51,053 - mmaction - INFO - Epoch [18][2520/2689] lr: 6.000e-03, eta: 6:56:05, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8672, loss_cls: 1.3159, loss: 1.3159, grad_norm: 2.3669 2021-06-08 05:36:34,352 - mmaction - INFO - Epoch [18][2540/2689] lr: 6.000e-03, eta: 6:55:19, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.2701, loss: 1.2701, grad_norm: 2.3368 2021-06-08 05:37:19,728 - mmaction - INFO - Epoch [18][2560/2689] lr: 6.000e-03, eta: 6:54:33, time: 2.268, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.3245, loss: 1.3245, grad_norm: 2.4339 2021-06-08 05:38:03,689 - mmaction - INFO - Epoch [18][2580/2689] lr: 6.000e-03, eta: 6:53:47, time: 2.198, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.3997, loss: 1.3997, grad_norm: 2.4475 2021-06-08 05:38:49,046 - mmaction - INFO - Epoch [18][2600/2689] lr: 6.000e-03, eta: 6:53:01, time: 2.268, data_time: 0.002, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3523, loss: 1.3523, grad_norm: 2.4233 2021-06-08 05:39:34,175 - mmaction - INFO - Epoch [18][2620/2689] lr: 6.000e-03, eta: 6:52:15, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3136, loss: 1.3136, grad_norm: 2.3718 2021-06-08 05:40:18,965 - mmaction - INFO - Epoch [18][2640/2689] lr: 6.000e-03, eta: 6:51:29, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3305, loss: 1.3305, grad_norm: 2.3500 2021-06-08 05:41:04,451 - mmaction - INFO - Epoch [18][2660/2689] lr: 6.000e-03, eta: 6:50:43, time: 2.274, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3088, loss: 1.3088, grad_norm: 2.3222 2021-06-08 05:41:46,815 - mmaction - INFO - Epoch [18][2680/2689] lr: 6.000e-03, eta: 6:49:57, time: 2.119, data_time: 0.002, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4271, loss: 1.4271, grad_norm: 2.3482 2021-06-08 05:42:08,876 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-06-08 05:56:01,249 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-08 05:56:01,507 - mmaction - INFO - top1_acc 0.4852 top5_acc 0.7861 2021-06-08 05:56:02,838 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_18.pth. 2021-06-08 05:56:02,838 - mmaction - INFO - Best top1_acc is 0.4852 at 18 epoch. 2021-06-08 05:56:02,843 - mmaction - INFO - Epoch(val) [18][2689] top1_acc: 0.4852, top5_acc: 0.7861 2021-06-08 06:03:57,862 - mmaction - INFO - Epoch [19][20/2689] lr: 6.000e-04, eta: 6:50:21, time: 23.747, data_time: 22.379, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.1595, loss: 1.1595, grad_norm: 2.2108 2021-06-08 06:04:23,314 - mmaction - INFO - Epoch [19][40/2689] lr: 6.000e-04, eta: 6:49:31, time: 1.276, data_time: 0.005, memory: 9293, top1_acc: 0.6188, top5_acc: 0.8516, loss_cls: 1.4493, loss: 1.4493, grad_norm: 2.4318 2021-06-08 06:04:49,958 - mmaction - INFO - Epoch [19][60/2689] lr: 6.000e-04, eta: 6:48:41, time: 1.332, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.3270, loss: 1.3270, grad_norm: 2.4185 2021-06-08 06:05:19,042 - mmaction - INFO - Epoch [19][80/2689] lr: 6.000e-04, eta: 6:47:51, time: 1.454, data_time: 0.001, memory: 9293, top1_acc: 0.6172, top5_acc: 0.8688, loss_cls: 1.4010, loss: 1.4010, grad_norm: 2.4278 2021-06-08 06:05:53,286 - mmaction - INFO - Epoch [19][100/2689] lr: 6.000e-04, eta: 6:47:03, time: 1.713, data_time: 0.002, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3207, loss: 1.3207, grad_norm: 2.4185 2021-06-08 06:06:29,392 - mmaction - INFO - Epoch [19][120/2689] lr: 6.000e-04, eta: 6:46:15, time: 1.805, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8844, loss_cls: 1.2460, loss: 1.2460, grad_norm: 2.3303 2021-06-08 06:07:07,848 - mmaction - INFO - Epoch [19][140/2689] lr: 6.000e-04, eta: 6:45:27, time: 1.923, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.2624, loss: 1.2624, grad_norm: 2.2849 2021-06-08 06:07:47,172 - mmaction - INFO - Epoch [19][160/2689] lr: 6.000e-04, eta: 6:44:40, time: 1.967, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8672, loss_cls: 1.2944, loss: 1.2944, grad_norm: 2.3409 2021-06-08 06:08:28,122 - mmaction - INFO - Epoch [19][180/2689] lr: 6.000e-04, eta: 6:43:53, time: 2.047, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8734, loss_cls: 1.2813, loss: 1.2813, grad_norm: 2.2852 2021-06-08 06:09:07,658 - mmaction - INFO - Epoch [19][200/2689] lr: 6.000e-04, eta: 6:43:06, time: 1.977, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8781, loss_cls: 1.2600, loss: 1.2600, grad_norm: 2.2416 2021-06-08 06:09:49,377 - mmaction - INFO - Epoch [19][220/2689] lr: 6.000e-04, eta: 6:42:19, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.2752, loss: 1.2752, grad_norm: 2.1908 2021-06-08 06:10:29,988 - mmaction - INFO - Epoch [19][240/2689] lr: 6.000e-04, eta: 6:41:32, time: 2.030, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8828, loss_cls: 1.2317, loss: 1.2317, grad_norm: 2.3195 2021-06-08 06:11:10,623 - mmaction - INFO - Epoch [19][260/2689] lr: 6.000e-04, eta: 6:40:46, time: 2.032, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8766, loss_cls: 1.2187, loss: 1.2187, grad_norm: 2.1604 2021-06-08 06:11:53,200 - mmaction - INFO - Epoch [19][280/2689] lr: 6.000e-04, eta: 6:39:59, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.5953, top5_acc: 0.8422, loss_cls: 1.4655, loss: 1.4655, grad_norm: 2.3719 2021-06-08 06:12:34,661 - mmaction - INFO - Epoch [19][300/2689] lr: 6.000e-04, eta: 6:39:12, time: 2.073, data_time: 0.001, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8891, loss_cls: 1.2215, loss: 1.2215, grad_norm: 2.2949 2021-06-08 06:13:18,385 - mmaction - INFO - Epoch [19][320/2689] lr: 6.000e-04, eta: 6:38:26, time: 2.187, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.3448, loss: 1.3448, grad_norm: 2.2968 2021-06-08 06:13:59,426 - mmaction - INFO - Epoch [19][340/2689] lr: 6.000e-04, eta: 6:37:39, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8859, loss_cls: 1.2652, loss: 1.2652, grad_norm: 2.3573 2021-06-08 06:14:42,444 - mmaction - INFO - Epoch [19][360/2689] lr: 6.000e-04, eta: 6:36:53, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.2912, loss: 1.2912, grad_norm: 2.3781 2021-06-08 06:15:27,173 - mmaction - INFO - Epoch [19][380/2689] lr: 6.000e-04, eta: 6:36:07, time: 2.236, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2238, loss: 1.2238, grad_norm: 2.2501 2021-06-08 06:16:12,339 - mmaction - INFO - Epoch [19][400/2689] lr: 6.000e-04, eta: 6:35:21, time: 2.259, data_time: 0.002, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.3711, loss: 1.3711, grad_norm: 2.3678 2021-06-08 06:16:57,116 - mmaction - INFO - Epoch [19][420/2689] lr: 6.000e-04, eta: 6:34:35, time: 2.238, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3583, loss: 1.3583, grad_norm: 2.3821 2021-06-08 06:17:41,219 - mmaction - INFO - Epoch [19][440/2689] lr: 6.000e-04, eta: 6:33:49, time: 2.206, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2301, loss: 1.2301, grad_norm: 2.2559 2021-06-08 06:18:27,077 - mmaction - INFO - Epoch [19][460/2689] lr: 6.000e-04, eta: 6:33:03, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3379, loss: 1.3379, grad_norm: 2.4384 2021-06-08 06:19:10,170 - mmaction - INFO - Epoch [19][480/2689] lr: 6.000e-04, eta: 6:32:16, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8812, loss_cls: 1.3343, loss: 1.3343, grad_norm: 2.4448 2021-06-08 06:19:54,322 - mmaction - INFO - Epoch [19][500/2689] lr: 6.000e-04, eta: 6:31:30, time: 2.208, data_time: 0.002, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.2597, loss: 1.2597, grad_norm: 2.3031 2021-06-08 06:20:38,054 - mmaction - INFO - Epoch [19][520/2689] lr: 6.000e-04, eta: 6:30:44, time: 2.187, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2695, loss: 1.2695, grad_norm: 2.2149 2021-06-08 06:21:18,900 - mmaction - INFO - Epoch [19][540/2689] lr: 6.000e-04, eta: 6:29:57, time: 2.042, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3012, loss: 1.3012, grad_norm: 2.3569 2021-06-08 06:22:01,481 - mmaction - INFO - Epoch [19][560/2689] lr: 6.000e-04, eta: 6:29:11, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8656, loss_cls: 1.3369, loss: 1.3369, grad_norm: 2.4833 2021-06-08 06:22:44,179 - mmaction - INFO - Epoch [19][580/2689] lr: 6.000e-04, eta: 6:28:24, time: 2.135, data_time: 0.002, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8750, loss_cls: 1.2759, loss: 1.2759, grad_norm: 2.3624 2021-06-08 06:23:26,291 - mmaction - INFO - Epoch [19][600/2689] lr: 6.000e-04, eta: 6:27:38, time: 2.106, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8734, loss_cls: 1.2957, loss: 1.2957, grad_norm: 2.2558 2021-06-08 06:24:08,320 - mmaction - INFO - Epoch [19][620/2689] lr: 6.000e-04, eta: 6:26:51, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8734, loss_cls: 1.3002, loss: 1.3002, grad_norm: 2.3564 2021-06-08 06:24:51,022 - mmaction - INFO - Epoch [19][640/2689] lr: 6.000e-04, eta: 6:26:05, time: 2.135, data_time: 0.002, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3807, loss: 1.3807, grad_norm: 2.2766 2021-06-08 06:25:34,231 - mmaction - INFO - Epoch [19][660/2689] lr: 6.000e-04, eta: 6:25:18, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8672, loss_cls: 1.3591, loss: 1.3591, grad_norm: 2.3446 2021-06-08 06:26:16,599 - mmaction - INFO - Epoch [19][680/2689] lr: 6.000e-04, eta: 6:24:32, time: 2.119, data_time: 0.002, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8672, loss_cls: 1.3310, loss: 1.3310, grad_norm: 2.4378 2021-06-08 06:26:58,150 - mmaction - INFO - Epoch [19][700/2689] lr: 6.000e-04, eta: 6:23:45, time: 2.077, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3378, loss: 1.3378, grad_norm: 2.3642 2021-06-08 06:27:43,563 - mmaction - INFO - Epoch [19][720/2689] lr: 6.000e-04, eta: 6:22:59, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8891, loss_cls: 1.3210, loss: 1.3210, grad_norm: 2.3514 2021-06-08 06:28:27,713 - mmaction - INFO - Epoch [19][740/2689] lr: 6.000e-04, eta: 6:22:13, time: 2.207, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8656, loss_cls: 1.2993, loss: 1.2993, grad_norm: 2.3468 2021-06-08 06:29:12,101 - mmaction - INFO - Epoch [19][760/2689] lr: 6.000e-04, eta: 6:21:27, time: 2.219, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3128, loss: 1.3128, grad_norm: 2.3964 2021-06-08 06:29:55,437 - mmaction - INFO - Epoch [19][780/2689] lr: 6.000e-04, eta: 6:20:41, time: 2.167, data_time: 0.002, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8844, loss_cls: 1.2623, loss: 1.2623, grad_norm: 2.2242 2021-06-08 06:30:38,291 - mmaction - INFO - Epoch [19][800/2689] lr: 6.000e-04, eta: 6:19:54, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8750, loss_cls: 1.3560, loss: 1.3560, grad_norm: 2.4312 2021-06-08 06:31:21,647 - mmaction - INFO - Epoch [19][820/2689] lr: 6.000e-04, eta: 6:19:08, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3085, loss: 1.3085, grad_norm: 2.2845 2021-06-08 06:32:05,470 - mmaction - INFO - Epoch [19][840/2689] lr: 6.000e-04, eta: 6:18:22, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8766, loss_cls: 1.3399, loss: 1.3399, grad_norm: 2.4085 2021-06-08 06:32:47,680 - mmaction - INFO - Epoch [19][860/2689] lr: 6.000e-04, eta: 6:17:35, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8859, loss_cls: 1.2384, loss: 1.2384, grad_norm: 2.1867 2021-06-08 06:33:30,869 - mmaction - INFO - Epoch [19][880/2689] lr: 6.000e-04, eta: 6:16:49, time: 2.159, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8812, loss_cls: 1.2932, loss: 1.2932, grad_norm: 2.3363 2021-06-08 06:34:12,662 - mmaction - INFO - Epoch [19][900/2689] lr: 6.000e-04, eta: 6:16:02, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.3752, loss: 1.3752, grad_norm: 2.3492 2021-06-08 06:34:56,200 - mmaction - INFO - Epoch [19][920/2689] lr: 6.000e-04, eta: 6:15:16, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8734, loss_cls: 1.3174, loss: 1.3174, grad_norm: 2.4134 2021-06-08 06:35:37,880 - mmaction - INFO - Epoch [19][940/2689] lr: 6.000e-04, eta: 6:14:30, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8859, loss_cls: 1.2222, loss: 1.2222, grad_norm: 2.2787 2021-06-08 06:36:19,304 - mmaction - INFO - Epoch [19][960/2689] lr: 6.000e-04, eta: 6:13:43, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2401, loss: 1.2401, grad_norm: 2.2176 2021-06-08 06:37:01,783 - mmaction - INFO - Epoch [19][980/2689] lr: 6.000e-04, eta: 6:12:57, time: 2.124, data_time: 0.002, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8938, loss_cls: 1.2031, loss: 1.2031, grad_norm: 2.3173 2021-06-08 06:37:44,792 - mmaction - INFO - Epoch [19][1000/2689] lr: 6.000e-04, eta: 6:12:10, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.2919, loss: 1.2919, grad_norm: 2.4103 2021-06-08 06:38:27,640 - mmaction - INFO - Epoch [19][1020/2689] lr: 6.000e-04, eta: 6:11:24, time: 2.143, data_time: 0.002, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8672, loss_cls: 1.3425, loss: 1.3425, grad_norm: 2.3315 2021-06-08 06:39:11,723 - mmaction - INFO - Epoch [19][1040/2689] lr: 6.000e-04, eta: 6:10:38, time: 2.204, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8781, loss_cls: 1.2711, loss: 1.2711, grad_norm: 2.2747 2021-06-08 06:39:56,351 - mmaction - INFO - Epoch [19][1060/2689] lr: 6.000e-04, eta: 6:09:52, time: 2.232, data_time: 0.002, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.3751, loss: 1.3751, grad_norm: 2.3305 2021-06-08 06:40:40,192 - mmaction - INFO - Epoch [19][1080/2689] lr: 6.000e-04, eta: 6:09:06, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3292, loss: 1.3292, grad_norm: 2.4136 2021-06-08 06:41:24,007 - mmaction - INFO - Epoch [19][1100/2689] lr: 6.000e-04, eta: 6:08:19, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3245, loss: 1.3245, grad_norm: 2.4417 2021-06-08 06:42:09,183 - mmaction - INFO - Epoch [19][1120/2689] lr: 6.000e-04, eta: 6:07:34, time: 2.259, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8859, loss_cls: 1.1899, loss: 1.1899, grad_norm: 2.2875 2021-06-08 06:42:54,906 - mmaction - INFO - Epoch [19][1140/2689] lr: 6.000e-04, eta: 6:06:48, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.2999, loss: 1.2999, grad_norm: 2.3466 2021-06-08 06:43:39,877 - mmaction - INFO - Epoch [19][1160/2689] lr: 6.000e-04, eta: 6:06:02, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8812, loss_cls: 1.2916, loss: 1.2916, grad_norm: 2.3240 2021-06-08 06:44:21,037 - mmaction - INFO - Epoch [19][1180/2689] lr: 6.000e-04, eta: 6:05:15, time: 2.058, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8672, loss_cls: 1.3259, loss: 1.3259, grad_norm: 2.3348 2021-06-08 06:45:06,083 - mmaction - INFO - Epoch [19][1200/2689] lr: 6.000e-04, eta: 6:04:29, time: 2.252, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8734, loss_cls: 1.3476, loss: 1.3476, grad_norm: 2.3246 2021-06-08 06:45:52,462 - mmaction - INFO - Epoch [19][1220/2689] lr: 6.000e-04, eta: 6:03:44, time: 2.319, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8734, loss_cls: 1.2205, loss: 1.2205, grad_norm: 2.2838 2021-06-08 06:46:37,892 - mmaction - INFO - Epoch [19][1240/2689] lr: 6.000e-04, eta: 6:02:58, time: 2.272, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8672, loss_cls: 1.3229, loss: 1.3229, grad_norm: 2.3498 2021-06-08 06:47:24,598 - mmaction - INFO - Epoch [19][1260/2689] lr: 6.000e-04, eta: 6:02:12, time: 2.335, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8766, loss_cls: 1.3250, loss: 1.3250, grad_norm: 2.4250 2021-06-08 06:48:06,760 - mmaction - INFO - Epoch [19][1280/2689] lr: 6.000e-04, eta: 6:01:26, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8703, loss_cls: 1.3591, loss: 1.3591, grad_norm: 2.4449 2021-06-08 06:48:52,081 - mmaction - INFO - Epoch [19][1300/2689] lr: 6.000e-04, eta: 6:00:40, time: 2.266, data_time: 0.002, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8828, loss_cls: 1.2854, loss: 1.2854, grad_norm: 2.4326 2021-06-08 06:49:35,894 - mmaction - INFO - Epoch [19][1320/2689] lr: 6.000e-04, eta: 5:59:54, time: 2.191, data_time: 0.002, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8906, loss_cls: 1.2064, loss: 1.2064, grad_norm: 2.3371 2021-06-08 06:50:19,166 - mmaction - INFO - Epoch [19][1340/2689] lr: 6.000e-04, eta: 5:59:07, time: 2.164, data_time: 0.002, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.2578, loss: 1.2578, grad_norm: 2.2669 2021-06-08 06:51:05,458 - mmaction - INFO - Epoch [19][1360/2689] lr: 6.000e-04, eta: 5:58:22, time: 2.315, data_time: 0.002, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.3384, loss: 1.3384, grad_norm: 2.3774 2021-06-08 06:51:51,674 - mmaction - INFO - Epoch [19][1380/2689] lr: 6.000e-04, eta: 5:57:36, time: 2.311, data_time: 0.002, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8875, loss_cls: 1.2342, loss: 1.2342, grad_norm: 2.3502 2021-06-08 06:52:34,323 - mmaction - INFO - Epoch [19][1400/2689] lr: 6.000e-04, eta: 5:56:50, time: 2.133, data_time: 0.002, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8719, loss_cls: 1.2937, loss: 1.2937, grad_norm: 2.4388 2021-06-08 06:53:20,857 - mmaction - INFO - Epoch [19][1420/2689] lr: 6.000e-04, eta: 5:56:04, time: 2.327, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.2941, loss: 1.2941, grad_norm: 2.3949 2021-06-08 06:54:05,403 - mmaction - INFO - Epoch [19][1440/2689] lr: 6.000e-04, eta: 5:55:18, time: 2.227, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.2959, loss: 1.2959, grad_norm: 2.2059 2021-06-08 06:54:48,939 - mmaction - INFO - Epoch [19][1460/2689] lr: 6.000e-04, eta: 5:54:32, time: 2.176, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8734, loss_cls: 1.3653, loss: 1.3653, grad_norm: 2.4622 2021-06-08 06:55:33,736 - mmaction - INFO - Epoch [19][1480/2689] lr: 6.000e-04, eta: 5:53:46, time: 2.240, data_time: 0.002, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3461, loss: 1.3461, grad_norm: 2.3173 2021-06-08 06:56:19,166 - mmaction - INFO - Epoch [19][1500/2689] lr: 6.000e-04, eta: 5:53:00, time: 2.272, data_time: 0.002, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3015, loss: 1.3015, grad_norm: 2.3956 2021-06-08 06:57:03,671 - mmaction - INFO - Epoch [19][1520/2689] lr: 6.000e-04, eta: 5:52:14, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.2597, loss: 1.2597, grad_norm: 2.2491 2021-06-08 06:57:44,823 - mmaction - INFO - Epoch [19][1540/2689] lr: 6.000e-04, eta: 5:51:28, time: 2.058, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8672, loss_cls: 1.3081, loss: 1.3081, grad_norm: 2.3412 2021-06-08 06:58:28,642 - mmaction - INFO - Epoch [19][1560/2689] lr: 6.000e-04, eta: 5:50:41, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8766, loss_cls: 1.2464, loss: 1.2464, grad_norm: 2.3196 2021-06-08 06:59:11,185 - mmaction - INFO - Epoch [19][1580/2689] lr: 6.000e-04, eta: 5:49:55, time: 2.127, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8703, loss_cls: 1.3321, loss: 1.3321, grad_norm: 2.3802 2021-06-08 06:59:54,982 - mmaction - INFO - Epoch [19][1600/2689] lr: 6.000e-04, eta: 5:49:09, time: 2.191, data_time: 0.002, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2813, loss: 1.2813, grad_norm: 2.3012 2021-06-08 07:00:37,207 - mmaction - INFO - Epoch [19][1620/2689] lr: 6.000e-04, eta: 5:48:23, time: 2.111, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8641, loss_cls: 1.3653, loss: 1.3653, grad_norm: 2.4226 2021-06-08 07:01:21,002 - mmaction - INFO - Epoch [19][1640/2689] lr: 6.000e-04, eta: 5:47:36, time: 2.190, data_time: 0.002, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.3547, loss: 1.3547, grad_norm: 2.3749 2021-06-08 07:02:03,025 - mmaction - INFO - Epoch [19][1660/2689] lr: 6.000e-04, eta: 5:46:50, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.2023, loss: 1.2023, grad_norm: 2.1477 2021-06-08 07:02:45,498 - mmaction - INFO - Epoch [19][1680/2689] lr: 6.000e-04, eta: 5:46:04, time: 2.123, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8781, loss_cls: 1.2812, loss: 1.2812, grad_norm: 2.3083 2021-06-08 07:03:27,881 - mmaction - INFO - Epoch [19][1700/2689] lr: 6.000e-04, eta: 5:45:17, time: 2.119, data_time: 0.002, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.3269, loss: 1.3269, grad_norm: 2.3993 2021-06-08 07:04:08,784 - mmaction - INFO - Epoch [19][1720/2689] lr: 6.000e-04, eta: 5:44:31, time: 2.045, data_time: 0.001, memory: 9293, top1_acc: 0.6141, top5_acc: 0.8672, loss_cls: 1.3485, loss: 1.3485, grad_norm: 2.4277 2021-06-08 07:04:51,139 - mmaction - INFO - Epoch [19][1740/2689] lr: 6.000e-04, eta: 5:43:44, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8844, loss_cls: 1.2536, loss: 1.2536, grad_norm: 2.2686 2021-06-08 07:05:32,836 - mmaction - INFO - Epoch [19][1760/2689] lr: 6.000e-04, eta: 5:42:58, time: 2.085, data_time: 0.002, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3086, loss: 1.3086, grad_norm: 2.3288 2021-06-08 07:06:14,975 - mmaction - INFO - Epoch [19][1780/2689] lr: 6.000e-04, eta: 5:42:11, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3297, loss: 1.3297, grad_norm: 2.3583 2021-06-08 07:06:54,910 - mmaction - INFO - Epoch [19][1800/2689] lr: 6.000e-04, eta: 5:41:25, time: 1.996, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8719, loss_cls: 1.2968, loss: 1.2968, grad_norm: 2.3489 2021-06-08 07:07:34,643 - mmaction - INFO - Epoch [19][1820/2689] lr: 6.000e-04, eta: 5:40:38, time: 1.987, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8688, loss_cls: 1.3027, loss: 1.3027, grad_norm: 2.4070 2021-06-08 07:08:18,087 - mmaction - INFO - Epoch [19][1840/2689] lr: 6.000e-04, eta: 5:39:52, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8922, loss_cls: 1.2956, loss: 1.2956, grad_norm: 2.3033 2021-06-08 07:09:03,207 - mmaction - INFO - Epoch [19][1860/2689] lr: 6.000e-04, eta: 5:39:06, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.2293, loss: 1.2293, grad_norm: 2.2443 2021-06-08 07:09:47,114 - mmaction - INFO - Epoch [19][1880/2689] lr: 6.000e-04, eta: 5:38:20, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.2656, loss: 1.2656, grad_norm: 2.3440 2021-06-08 07:10:32,121 - mmaction - INFO - Epoch [19][1900/2689] lr: 6.000e-04, eta: 5:37:34, time: 2.250, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3220, loss: 1.3220, grad_norm: 2.4417 2021-06-08 07:11:16,613 - mmaction - INFO - Epoch [19][1920/2689] lr: 6.000e-04, eta: 5:36:48, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.2736, loss: 1.2736, grad_norm: 2.3572 2021-06-08 07:12:02,008 - mmaction - INFO - Epoch [19][1940/2689] lr: 6.000e-04, eta: 5:36:02, time: 2.270, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.2577, loss: 1.2577, grad_norm: 2.3257 2021-06-08 07:12:46,957 - mmaction - INFO - Epoch [19][1960/2689] lr: 6.000e-04, eta: 5:35:16, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.2522, loss: 1.2522, grad_norm: 2.3458 2021-06-08 07:13:32,341 - mmaction - INFO - Epoch [19][1980/2689] lr: 6.000e-04, eta: 5:34:30, time: 2.269, data_time: 0.001, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8859, loss_cls: 1.2017, loss: 1.2017, grad_norm: 2.2805 2021-06-08 07:14:17,558 - mmaction - INFO - Epoch [19][2000/2689] lr: 6.000e-04, eta: 5:33:45, time: 2.260, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8859, loss_cls: 1.2429, loss: 1.2429, grad_norm: 2.3502 2021-06-08 07:15:03,486 - mmaction - INFO - Epoch [19][2020/2689] lr: 6.000e-04, eta: 5:32:59, time: 2.297, data_time: 0.002, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2240, loss: 1.2240, grad_norm: 2.2977 2021-06-08 07:15:48,470 - mmaction - INFO - Epoch [19][2040/2689] lr: 6.000e-04, eta: 5:32:13, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8656, loss_cls: 1.3356, loss: 1.3356, grad_norm: 2.3528 2021-06-08 07:16:34,132 - mmaction - INFO - Epoch [19][2060/2689] lr: 6.000e-04, eta: 5:31:27, time: 2.283, data_time: 0.001, memory: 9293, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1994, loss: 1.1994, grad_norm: 2.3075 2021-06-08 07:17:19,968 - mmaction - INFO - Epoch [19][2080/2689] lr: 6.000e-04, eta: 5:30:42, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8891, loss_cls: 1.1894, loss: 1.1894, grad_norm: 2.2766 2021-06-08 07:18:05,312 - mmaction - INFO - Epoch [19][2100/2689] lr: 6.000e-04, eta: 5:29:56, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8875, loss_cls: 1.1563, loss: 1.1563, grad_norm: 2.3355 2021-06-08 07:18:47,955 - mmaction - INFO - Epoch [19][2120/2689] lr: 6.000e-04, eta: 5:29:09, time: 2.132, data_time: 0.001, memory: 9293, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.1905, loss: 1.1905, grad_norm: 2.2054 2021-06-08 07:19:32,940 - mmaction - INFO - Epoch [19][2140/2689] lr: 6.000e-04, eta: 5:28:24, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.1989, loss: 1.1989, grad_norm: 2.2556 2021-06-08 07:20:16,814 - mmaction - INFO - Epoch [19][2160/2689] lr: 6.000e-04, eta: 5:27:38, time: 2.194, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8859, loss_cls: 1.2734, loss: 1.2734, grad_norm: 2.3538 2021-06-08 07:21:00,406 - mmaction - INFO - Epoch [19][2180/2689] lr: 6.000e-04, eta: 5:26:51, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4073, loss: 1.4073, grad_norm: 2.4668 2021-06-08 07:21:43,539 - mmaction - INFO - Epoch [19][2200/2689] lr: 6.000e-04, eta: 5:26:05, time: 2.156, data_time: 0.001, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.2462, loss: 1.2462, grad_norm: 2.3554 2021-06-08 07:22:27,022 - mmaction - INFO - Epoch [19][2220/2689] lr: 6.000e-04, eta: 5:25:19, time: 2.175, data_time: 0.002, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3012, loss: 1.3012, grad_norm: 2.2755 2021-06-08 07:23:11,283 - mmaction - INFO - Epoch [19][2240/2689] lr: 6.000e-04, eta: 5:24:33, time: 2.213, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.2588, loss: 1.2588, grad_norm: 2.2421 2021-06-08 07:23:52,432 - mmaction - INFO - Epoch [19][2260/2689] lr: 6.000e-04, eta: 5:23:47, time: 2.057, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8688, loss_cls: 1.3643, loss: 1.3643, grad_norm: 2.3478 2021-06-08 07:24:35,961 - mmaction - INFO - Epoch [19][2280/2689] lr: 6.000e-04, eta: 5:23:01, time: 2.177, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8734, loss_cls: 1.3185, loss: 1.3185, grad_norm: 2.3569 2021-06-08 07:25:18,628 - mmaction - INFO - Epoch [19][2300/2689] lr: 6.000e-04, eta: 5:22:14, time: 2.133, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8828, loss_cls: 1.2633, loss: 1.2633, grad_norm: 2.3773 2021-06-08 07:26:00,233 - mmaction - INFO - Epoch [19][2320/2689] lr: 6.000e-04, eta: 5:21:28, time: 2.080, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8891, loss_cls: 1.2201, loss: 1.2201, grad_norm: 2.3237 2021-06-08 07:26:42,982 - mmaction - INFO - Epoch [19][2340/2689] lr: 6.000e-04, eta: 5:20:42, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8656, loss_cls: 1.3439, loss: 1.3439, grad_norm: 2.4818 2021-06-08 07:27:25,612 - mmaction - INFO - Epoch [19][2360/2689] lr: 6.000e-04, eta: 5:19:55, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3593, loss: 1.3593, grad_norm: 2.4145 2021-06-08 07:28:07,488 - mmaction - INFO - Epoch [19][2380/2689] lr: 6.000e-04, eta: 5:19:09, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.2685, loss: 1.2685, grad_norm: 2.2342 2021-06-08 07:28:49,344 - mmaction - INFO - Epoch [19][2400/2689] lr: 6.000e-04, eta: 5:18:23, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3048, loss: 1.3048, grad_norm: 2.4184 2021-06-08 07:29:29,510 - mmaction - INFO - Epoch [19][2420/2689] lr: 6.000e-04, eta: 5:17:36, time: 2.009, data_time: 0.002, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8734, loss_cls: 1.2963, loss: 1.2963, grad_norm: 2.3462 2021-06-08 07:30:10,561 - mmaction - INFO - Epoch [19][2440/2689] lr: 6.000e-04, eta: 5:16:50, time: 2.053, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8812, loss_cls: 1.2526, loss: 1.2526, grad_norm: 2.3287 2021-06-08 07:30:53,563 - mmaction - INFO - Epoch [19][2460/2689] lr: 6.000e-04, eta: 5:16:03, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8953, loss_cls: 1.1506, loss: 1.1506, grad_norm: 2.2280 2021-06-08 07:31:37,371 - mmaction - INFO - Epoch [19][2480/2689] lr: 6.000e-04, eta: 5:15:17, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3312, loss: 1.3312, grad_norm: 2.3264 2021-06-08 07:32:20,374 - mmaction - INFO - Epoch [19][2500/2689] lr: 6.000e-04, eta: 5:14:31, time: 2.151, data_time: 0.002, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.3246, loss: 1.3246, grad_norm: 2.4107 2021-06-08 07:33:05,796 - mmaction - INFO - Epoch [19][2520/2689] lr: 6.000e-04, eta: 5:13:45, time: 2.271, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8703, loss_cls: 1.3248, loss: 1.3248, grad_norm: 2.4242 2021-06-08 07:33:49,498 - mmaction - INFO - Epoch [19][2540/2689] lr: 6.000e-04, eta: 5:12:59, time: 2.186, data_time: 0.002, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8797, loss_cls: 1.2795, loss: 1.2795, grad_norm: 2.3794 2021-06-08 07:34:34,043 - mmaction - INFO - Epoch [19][2560/2689] lr: 6.000e-04, eta: 5:12:14, time: 2.227, data_time: 0.001, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2663, loss: 1.2663, grad_norm: 2.2743 2021-06-08 07:35:19,033 - mmaction - INFO - Epoch [19][2580/2689] lr: 6.000e-04, eta: 5:11:28, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8812, loss_cls: 1.2805, loss: 1.2805, grad_norm: 2.3988 2021-06-08 07:36:02,536 - mmaction - INFO - Epoch [19][2600/2689] lr: 6.000e-04, eta: 5:10:42, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.2818, loss: 1.2818, grad_norm: 2.3671 2021-06-08 07:36:45,088 - mmaction - INFO - Epoch [19][2620/2689] lr: 6.000e-04, eta: 5:09:55, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2301, loss: 1.2301, grad_norm: 2.2480 2021-06-08 07:37:27,527 - mmaction - INFO - Epoch [19][2640/2689] lr: 6.000e-04, eta: 5:09:09, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.9016, loss_cls: 1.1505, loss: 1.1505, grad_norm: 2.2667 2021-06-08 07:38:12,726 - mmaction - INFO - Epoch [19][2660/2689] lr: 6.000e-04, eta: 5:08:23, time: 2.260, data_time: 0.002, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8828, loss_cls: 1.2343, loss: 1.2343, grad_norm: 2.3510 2021-06-08 07:38:53,820 - mmaction - INFO - Epoch [19][2680/2689] lr: 6.000e-04, eta: 5:07:37, time: 2.054, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8516, loss_cls: 1.4209, loss: 1.4209, grad_norm: 2.5269 2021-06-08 07:39:18,518 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-06-08 07:52:34,218 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-08 07:52:34,470 - mmaction - INFO - top1_acc 0.4874 top5_acc 0.7837 2021-06-08 07:52:35,814 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_19.pth. 2021-06-08 07:52:35,814 - mmaction - INFO - Best top1_acc is 0.4874 at 19 epoch. 2021-06-08 07:52:35,819 - mmaction - INFO - Epoch(val) [19][2689] top1_acc: 0.4874, top5_acc: 0.7837 2021-06-08 08:00:11,777 - mmaction - INFO - Epoch [20][20/2689] lr: 6.000e-04, eta: 5:07:32, time: 22.794, data_time: 21.409, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3509, loss: 1.3509, grad_norm: 2.3732 2021-06-08 08:00:37,484 - mmaction - INFO - Epoch [20][40/2689] lr: 6.000e-04, eta: 5:06:43, time: 1.288, data_time: 0.009, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8859, loss_cls: 1.3195, loss: 1.3195, grad_norm: 2.4456 2021-06-08 08:01:05,075 - mmaction - INFO - Epoch [20][60/2689] lr: 6.000e-04, eta: 5:05:54, time: 1.380, data_time: 0.001, memory: 9293, top1_acc: 0.6984, top5_acc: 0.8922, loss_cls: 1.1604, loss: 1.1604, grad_norm: 2.3037 2021-06-08 08:01:36,132 - mmaction - INFO - Epoch [20][80/2689] lr: 6.000e-04, eta: 5:05:06, time: 1.553, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.3780, loss: 1.3780, grad_norm: 2.4750 2021-06-08 08:02:11,587 - mmaction - INFO - Epoch [20][100/2689] lr: 6.000e-04, eta: 5:04:19, time: 1.772, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.2614, loss: 1.2614, grad_norm: 2.2217 2021-06-08 08:02:51,173 - mmaction - INFO - Epoch [20][120/2689] lr: 6.000e-04, eta: 5:03:32, time: 1.979, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.9000, loss_cls: 1.2267, loss: 1.2267, grad_norm: 2.3618 2021-06-08 08:03:30,681 - mmaction - INFO - Epoch [20][140/2689] lr: 6.000e-04, eta: 5:02:45, time: 1.976, data_time: 0.002, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8750, loss_cls: 1.3061, loss: 1.3061, grad_norm: 2.3604 2021-06-08 08:04:11,860 - mmaction - INFO - Epoch [20][160/2689] lr: 6.000e-04, eta: 5:01:59, time: 2.059, data_time: 0.002, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3065, loss: 1.3065, grad_norm: 2.2773 2021-06-08 08:04:53,286 - mmaction - INFO - Epoch [20][180/2689] lr: 6.000e-04, eta: 5:01:12, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3211, loss: 1.3211, grad_norm: 2.3649 2021-06-08 08:05:34,508 - mmaction - INFO - Epoch [20][200/2689] lr: 6.000e-04, eta: 5:00:25, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2433, loss: 1.2433, grad_norm: 2.2900 2021-06-08 08:06:16,914 - mmaction - INFO - Epoch [20][220/2689] lr: 6.000e-04, eta: 4:59:39, time: 2.121, data_time: 0.002, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.2805, loss: 1.2805, grad_norm: 2.3682 2021-06-08 08:06:59,747 - mmaction - INFO - Epoch [20][240/2689] lr: 6.000e-04, eta: 4:58:53, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.2988, loss: 1.2988, grad_norm: 2.3617 2021-06-08 08:07:43,032 - mmaction - INFO - Epoch [20][260/2689] lr: 6.000e-04, eta: 4:58:07, time: 2.164, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.2940, loss: 1.2940, grad_norm: 2.3615 2021-06-08 08:08:26,004 - mmaction - INFO - Epoch [20][280/2689] lr: 6.000e-04, eta: 4:57:20, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.2877, loss: 1.2877, grad_norm: 2.3759 2021-06-08 08:09:09,217 - mmaction - INFO - Epoch [20][300/2689] lr: 6.000e-04, eta: 4:56:34, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8781, loss_cls: 1.3039, loss: 1.3039, grad_norm: 2.3498 2021-06-08 08:09:51,560 - mmaction - INFO - Epoch [20][320/2689] lr: 6.000e-04, eta: 4:55:48, time: 2.117, data_time: 0.001, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8953, loss_cls: 1.2041, loss: 1.2041, grad_norm: 2.4224 2021-06-08 08:10:34,570 - mmaction - INFO - Epoch [20][340/2689] lr: 6.000e-04, eta: 4:55:02, time: 2.151, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.2772, loss: 1.2772, grad_norm: 2.3698 2021-06-08 08:11:17,517 - mmaction - INFO - Epoch [20][360/2689] lr: 6.000e-04, eta: 4:54:15, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8812, loss_cls: 1.2649, loss: 1.2649, grad_norm: 2.4082 2021-06-08 08:12:00,910 - mmaction - INFO - Epoch [20][380/2689] lr: 6.000e-04, eta: 4:53:29, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.2927, loss: 1.2927, grad_norm: 2.3107 2021-06-08 08:12:44,793 - mmaction - INFO - Epoch [20][400/2689] lr: 6.000e-04, eta: 4:52:43, time: 2.194, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8797, loss_cls: 1.2861, loss: 1.2861, grad_norm: 2.3171 2021-06-08 08:13:28,197 - mmaction - INFO - Epoch [20][420/2689] lr: 6.000e-04, eta: 4:51:57, time: 2.171, data_time: 0.002, memory: 9293, top1_acc: 0.6922, top5_acc: 0.9031, loss_cls: 1.1907, loss: 1.1907, grad_norm: 2.3015 2021-06-08 08:14:10,980 - mmaction - INFO - Epoch [20][440/2689] lr: 6.000e-04, eta: 4:51:11, time: 2.139, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8766, loss_cls: 1.2837, loss: 1.2837, grad_norm: 2.3764 2021-06-08 08:14:54,897 - mmaction - INFO - Epoch [20][460/2689] lr: 6.000e-04, eta: 4:50:24, time: 2.196, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8859, loss_cls: 1.2948, loss: 1.2948, grad_norm: 2.3704 2021-06-08 08:15:34,332 - mmaction - INFO - Epoch [20][480/2689] lr: 6.000e-04, eta: 4:49:38, time: 1.972, data_time: 0.001, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.1588, loss: 1.1588, grad_norm: 2.2308 2021-06-08 08:16:17,416 - mmaction - INFO - Epoch [20][500/2689] lr: 6.000e-04, eta: 4:48:52, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8625, loss_cls: 1.3593, loss: 1.3593, grad_norm: 2.4308 2021-06-08 08:17:00,679 - mmaction - INFO - Epoch [20][520/2689] lr: 6.000e-04, eta: 4:48:05, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8578, loss_cls: 1.3398, loss: 1.3398, grad_norm: 2.4389 2021-06-08 08:17:43,726 - mmaction - INFO - Epoch [20][540/2689] lr: 6.000e-04, eta: 4:47:19, time: 2.152, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8891, loss_cls: 1.1858, loss: 1.1858, grad_norm: 2.2206 2021-06-08 08:18:25,804 - mmaction - INFO - Epoch [20][560/2689] lr: 6.000e-04, eta: 4:46:33, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8719, loss_cls: 1.2800, loss: 1.2800, grad_norm: 2.4183 2021-06-08 08:19:08,848 - mmaction - INFO - Epoch [20][580/2689] lr: 6.000e-04, eta: 4:45:47, time: 2.152, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8891, loss_cls: 1.1740, loss: 1.1740, grad_norm: 2.3144 2021-06-08 08:19:51,319 - mmaction - INFO - Epoch [20][600/2689] lr: 6.000e-04, eta: 4:45:00, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8781, loss_cls: 1.2483, loss: 1.2483, grad_norm: 2.2974 2021-06-08 08:20:33,166 - mmaction - INFO - Epoch [20][620/2689] lr: 6.000e-04, eta: 4:44:14, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2183, loss: 1.2183, grad_norm: 2.2227 2021-06-08 08:21:15,305 - mmaction - INFO - Epoch [20][640/2689] lr: 6.000e-04, eta: 4:43:28, time: 2.107, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.9000, loss_cls: 1.1671, loss: 1.1671, grad_norm: 2.2985 2021-06-08 08:21:57,591 - mmaction - INFO - Epoch [20][660/2689] lr: 6.000e-04, eta: 4:42:41, time: 2.114, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8766, loss_cls: 1.2981, loss: 1.2981, grad_norm: 2.4062 2021-06-08 08:22:39,305 - mmaction - INFO - Epoch [20][680/2689] lr: 6.000e-04, eta: 4:41:55, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8797, loss_cls: 1.2664, loss: 1.2664, grad_norm: 2.3718 2021-06-08 08:23:21,234 - mmaction - INFO - Epoch [20][700/2689] lr: 6.000e-04, eta: 4:41:09, time: 2.096, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8828, loss_cls: 1.2953, loss: 1.2953, grad_norm: 2.3859 2021-06-08 08:24:02,729 - mmaction - INFO - Epoch [20][720/2689] lr: 6.000e-04, eta: 4:40:22, time: 2.075, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8766, loss_cls: 1.2795, loss: 1.2795, grad_norm: 2.3335 2021-06-08 08:24:44,212 - mmaction - INFO - Epoch [20][740/2689] lr: 6.000e-04, eta: 4:39:36, time: 2.074, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.2683, loss: 1.2683, grad_norm: 2.2805 2021-06-08 08:25:25,369 - mmaction - INFO - Epoch [20][760/2689] lr: 6.000e-04, eta: 4:38:49, time: 2.058, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8844, loss_cls: 1.2306, loss: 1.2306, grad_norm: 2.3330 2021-06-08 08:26:07,439 - mmaction - INFO - Epoch [20][780/2689] lr: 6.000e-04, eta: 4:38:03, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3173, loss: 1.3173, grad_norm: 2.4146 2021-06-08 08:26:47,370 - mmaction - INFO - Epoch [20][800/2689] lr: 6.000e-04, eta: 4:37:16, time: 1.997, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3021, loss: 1.3021, grad_norm: 2.4060 2021-06-08 08:27:29,276 - mmaction - INFO - Epoch [20][820/2689] lr: 6.000e-04, eta: 4:36:30, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8656, loss_cls: 1.2890, loss: 1.2890, grad_norm: 2.2972 2021-06-08 08:28:13,602 - mmaction - INFO - Epoch [20][840/2689] lr: 6.000e-04, eta: 4:35:44, time: 2.216, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3245, loss: 1.3245, grad_norm: 2.3653 2021-06-08 08:28:54,638 - mmaction - INFO - Epoch [20][860/2689] lr: 6.000e-04, eta: 4:34:58, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8719, loss_cls: 1.3179, loss: 1.3179, grad_norm: 2.4064 2021-06-08 08:29:37,824 - mmaction - INFO - Epoch [20][880/2689] lr: 6.000e-04, eta: 4:34:11, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.3736, loss: 1.3736, grad_norm: 2.4428 2021-06-08 08:30:18,965 - mmaction - INFO - Epoch [20][900/2689] lr: 6.000e-04, eta: 4:33:25, time: 2.057, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.3767, loss: 1.3767, grad_norm: 2.4715 2021-06-08 08:31:02,043 - mmaction - INFO - Epoch [20][920/2689] lr: 6.000e-04, eta: 4:32:39, time: 2.154, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8781, loss_cls: 1.2904, loss: 1.2904, grad_norm: 2.3740 2021-06-08 08:31:46,133 - mmaction - INFO - Epoch [20][940/2689] lr: 6.000e-04, eta: 4:31:53, time: 2.205, data_time: 0.002, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8734, loss_cls: 1.3198, loss: 1.3198, grad_norm: 2.3434 2021-06-08 08:32:30,879 - mmaction - INFO - Epoch [20][960/2689] lr: 6.000e-04, eta: 4:31:07, time: 2.237, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8719, loss_cls: 1.3606, loss: 1.3606, grad_norm: 2.3965 2021-06-08 08:33:14,931 - mmaction - INFO - Epoch [20][980/2689] lr: 6.000e-04, eta: 4:30:21, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8781, loss_cls: 1.3107, loss: 1.3107, grad_norm: 2.4019 2021-06-08 08:34:00,960 - mmaction - INFO - Epoch [20][1000/2689] lr: 6.000e-04, eta: 4:29:35, time: 2.301, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4280, loss: 1.4280, grad_norm: 2.4535 2021-06-08 08:34:46,427 - mmaction - INFO - Epoch [20][1020/2689] lr: 6.000e-04, eta: 4:28:49, time: 2.273, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8656, loss_cls: 1.3593, loss: 1.3593, grad_norm: 2.3699 2021-06-08 08:35:31,972 - mmaction - INFO - Epoch [20][1040/2689] lr: 6.000e-04, eta: 4:28:04, time: 2.278, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8734, loss_cls: 1.2540, loss: 1.2540, grad_norm: 2.3436 2021-06-08 08:36:12,141 - mmaction - INFO - Epoch [20][1060/2689] lr: 6.000e-04, eta: 4:27:17, time: 2.008, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8844, loss_cls: 1.2355, loss: 1.2355, grad_norm: 2.4316 2021-06-08 08:36:54,503 - mmaction - INFO - Epoch [20][1080/2689] lr: 6.000e-04, eta: 4:26:31, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8797, loss_cls: 1.2364, loss: 1.2364, grad_norm: 2.3007 2021-06-08 08:37:40,305 - mmaction - INFO - Epoch [20][1100/2689] lr: 6.000e-04, eta: 4:25:45, time: 2.290, data_time: 0.001, memory: 9293, top1_acc: 0.6375, top5_acc: 0.8578, loss_cls: 1.4570, loss: 1.4570, grad_norm: 2.4946 2021-06-08 08:38:25,852 - mmaction - INFO - Epoch [20][1120/2689] lr: 6.000e-04, eta: 4:24:59, time: 2.277, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.2336, loss: 1.2336, grad_norm: 2.3287 2021-06-08 08:39:09,595 - mmaction - INFO - Epoch [20][1140/2689] lr: 6.000e-04, eta: 4:24:13, time: 2.188, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8719, loss_cls: 1.2701, loss: 1.2701, grad_norm: 2.3946 2021-06-08 08:39:54,179 - mmaction - INFO - Epoch [20][1160/2689] lr: 6.000e-04, eta: 4:23:27, time: 2.229, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8641, loss_cls: 1.3408, loss: 1.3408, grad_norm: 2.4162 2021-06-08 08:40:39,541 - mmaction - INFO - Epoch [20][1180/2689] lr: 6.000e-04, eta: 4:22:41, time: 2.268, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8609, loss_cls: 1.3444, loss: 1.3444, grad_norm: 2.4479 2021-06-08 08:41:21,326 - mmaction - INFO - Epoch [20][1200/2689] lr: 6.000e-04, eta: 4:21:55, time: 2.089, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.3090, loss: 1.3090, grad_norm: 2.3859 2021-06-08 08:42:03,080 - mmaction - INFO - Epoch [20][1220/2689] lr: 6.000e-04, eta: 4:21:09, time: 2.088, data_time: 0.002, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8797, loss_cls: 1.2589, loss: 1.2589, grad_norm: 2.3347 2021-06-08 08:42:48,176 - mmaction - INFO - Epoch [20][1240/2689] lr: 6.000e-04, eta: 4:20:23, time: 2.255, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8672, loss_cls: 1.3371, loss: 1.3371, grad_norm: 2.3636 2021-06-08 08:43:33,263 - mmaction - INFO - Epoch [20][1260/2689] lr: 6.000e-04, eta: 4:19:37, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.3877, loss: 1.3877, grad_norm: 2.3813 2021-06-08 08:44:19,742 - mmaction - INFO - Epoch [20][1280/2689] lr: 6.000e-04, eta: 4:18:51, time: 2.324, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8734, loss_cls: 1.3093, loss: 1.3093, grad_norm: 2.3614 2021-06-08 08:45:04,104 - mmaction - INFO - Epoch [20][1300/2689] lr: 6.000e-04, eta: 4:18:05, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.3595, loss: 1.3595, grad_norm: 2.4694 2021-06-08 08:45:47,069 - mmaction - INFO - Epoch [20][1320/2689] lr: 6.000e-04, eta: 4:17:19, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.2832, loss: 1.2832, grad_norm: 2.3374 2021-06-08 08:46:33,678 - mmaction - INFO - Epoch [20][1340/2689] lr: 6.000e-04, eta: 4:16:34, time: 2.330, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8656, loss_cls: 1.2770, loss: 1.2770, grad_norm: 2.3942 2021-06-08 08:47:18,063 - mmaction - INFO - Epoch [20][1360/2689] lr: 6.000e-04, eta: 4:15:48, time: 2.220, data_time: 0.001, memory: 9293, top1_acc: 0.7141, top5_acc: 0.9000, loss_cls: 1.1271, loss: 1.1271, grad_norm: 2.1870 2021-06-08 08:48:01,921 - mmaction - INFO - Epoch [20][1380/2689] lr: 6.000e-04, eta: 4:15:02, time: 2.193, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.4526, loss: 1.4526, grad_norm: 2.4188 2021-06-08 08:48:46,156 - mmaction - INFO - Epoch [20][1400/2689] lr: 6.000e-04, eta: 4:14:16, time: 2.212, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3179, loss: 1.3179, grad_norm: 2.4065 2021-06-08 08:49:29,847 - mmaction - INFO - Epoch [20][1420/2689] lr: 6.000e-04, eta: 4:13:30, time: 2.185, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.3267, loss: 1.3267, grad_norm: 2.3224 2021-06-08 08:50:13,340 - mmaction - INFO - Epoch [20][1440/2689] lr: 6.000e-04, eta: 4:12:44, time: 2.175, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2167, loss: 1.2167, grad_norm: 2.3569 2021-06-08 08:50:56,808 - mmaction - INFO - Epoch [20][1460/2689] lr: 6.000e-04, eta: 4:11:58, time: 2.173, data_time: 0.001, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.1781, loss: 1.1781, grad_norm: 2.2839 2021-06-08 08:51:39,243 - mmaction - INFO - Epoch [20][1480/2689] lr: 6.000e-04, eta: 4:11:11, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8781, loss_cls: 1.2686, loss: 1.2686, grad_norm: 2.3949 2021-06-08 08:52:19,399 - mmaction - INFO - Epoch [20][1500/2689] lr: 6.000e-04, eta: 4:10:25, time: 2.008, data_time: 0.001, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8766, loss_cls: 1.3331, loss: 1.3331, grad_norm: 2.4478 2021-06-08 08:53:01,060 - mmaction - INFO - Epoch [20][1520/2689] lr: 6.000e-04, eta: 4:09:39, time: 2.083, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8797, loss_cls: 1.2513, loss: 1.2513, grad_norm: 2.3734 2021-06-08 08:53:42,470 - mmaction - INFO - Epoch [20][1540/2689] lr: 6.000e-04, eta: 4:08:52, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8969, loss_cls: 1.1758, loss: 1.1758, grad_norm: 2.2563 2021-06-08 08:54:23,480 - mmaction - INFO - Epoch [20][1560/2689] lr: 6.000e-04, eta: 4:08:06, time: 2.051, data_time: 0.002, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.2948, loss: 1.2948, grad_norm: 2.2537 2021-06-08 08:55:04,745 - mmaction - INFO - Epoch [20][1580/2689] lr: 6.000e-04, eta: 4:07:20, time: 2.063, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.3007, loss: 1.3007, grad_norm: 2.3287 2021-06-08 08:55:46,590 - mmaction - INFO - Epoch [20][1600/2689] lr: 6.000e-04, eta: 4:06:34, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8812, loss_cls: 1.2472, loss: 1.2472, grad_norm: 2.3228 2021-06-08 08:56:28,988 - mmaction - INFO - Epoch [20][1620/2689] lr: 6.000e-04, eta: 4:05:47, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3382, loss: 1.3382, grad_norm: 2.4335 2021-06-08 08:57:11,418 - mmaction - INFO - Epoch [20][1640/2689] lr: 6.000e-04, eta: 4:05:01, time: 2.122, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8828, loss_cls: 1.2767, loss: 1.2767, grad_norm: 2.3876 2021-06-08 08:57:53,229 - mmaction - INFO - Epoch [20][1660/2689] lr: 6.000e-04, eta: 4:04:15, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8922, loss_cls: 1.2104, loss: 1.2104, grad_norm: 2.3460 2021-06-08 08:58:36,332 - mmaction - INFO - Epoch [20][1680/2689] lr: 6.000e-04, eta: 4:03:29, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8906, loss_cls: 1.1954, loss: 1.1954, grad_norm: 2.4014 2021-06-08 08:59:18,945 - mmaction - INFO - Epoch [20][1700/2689] lr: 6.000e-04, eta: 4:02:43, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3329, loss: 1.3329, grad_norm: 2.3556 2021-06-08 09:00:03,556 - mmaction - INFO - Epoch [20][1720/2689] lr: 6.000e-04, eta: 4:01:57, time: 2.231, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.4262, loss: 1.4262, grad_norm: 2.4422 2021-06-08 09:00:46,624 - mmaction - INFO - Epoch [20][1740/2689] lr: 6.000e-04, eta: 4:01:11, time: 2.153, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8875, loss_cls: 1.2366, loss: 1.2366, grad_norm: 2.3668 2021-06-08 09:01:31,584 - mmaction - INFO - Epoch [20][1760/2689] lr: 6.000e-04, eta: 4:00:25, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8828, loss_cls: 1.2512, loss: 1.2512, grad_norm: 2.2477 2021-06-08 09:02:15,951 - mmaction - INFO - Epoch [20][1780/2689] lr: 6.000e-04, eta: 3:59:39, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8859, loss_cls: 1.2717, loss: 1.2717, grad_norm: 2.4221 2021-06-08 09:03:00,510 - mmaction - INFO - Epoch [20][1800/2689] lr: 6.000e-04, eta: 3:58:53, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3636, loss: 1.3636, grad_norm: 2.3935 2021-06-08 09:03:45,769 - mmaction - INFO - Epoch [20][1820/2689] lr: 6.000e-04, eta: 3:58:07, time: 2.263, data_time: 0.002, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8922, loss_cls: 1.1700, loss: 1.1700, grad_norm: 2.1848 2021-06-08 09:04:31,614 - mmaction - INFO - Epoch [20][1840/2689] lr: 6.000e-04, eta: 3:57:22, time: 2.292, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8734, loss_cls: 1.3537, loss: 1.3537, grad_norm: 2.4524 2021-06-08 09:05:15,670 - mmaction - INFO - Epoch [20][1860/2689] lr: 6.000e-04, eta: 3:56:36, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8516, loss_cls: 1.4655, loss: 1.4655, grad_norm: 2.5792 2021-06-08 09:05:59,865 - mmaction - INFO - Epoch [20][1880/2689] lr: 6.000e-04, eta: 3:55:50, time: 2.210, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.3197, loss: 1.3197, grad_norm: 2.4661 2021-06-08 09:06:45,882 - mmaction - INFO - Epoch [20][1900/2689] lr: 6.000e-04, eta: 3:55:04, time: 2.301, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8781, loss_cls: 1.2400, loss: 1.2400, grad_norm: 2.3396 2021-06-08 09:07:31,772 - mmaction - INFO - Epoch [20][1920/2689] lr: 6.000e-04, eta: 3:54:18, time: 2.295, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.2518, loss: 1.2518, grad_norm: 2.3320 2021-06-08 09:08:17,552 - mmaction - INFO - Epoch [20][1940/2689] lr: 6.000e-04, eta: 3:53:33, time: 2.289, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8750, loss_cls: 1.3784, loss: 1.3784, grad_norm: 2.5349 2021-06-08 09:09:04,381 - mmaction - INFO - Epoch [20][1960/2689] lr: 6.000e-04, eta: 3:52:47, time: 2.341, data_time: 0.001, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2811, loss: 1.2811, grad_norm: 2.3797 2021-06-08 09:09:50,328 - mmaction - INFO - Epoch [20][1980/2689] lr: 6.000e-04, eta: 3:52:01, time: 2.298, data_time: 0.001, memory: 9293, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.4075, loss: 1.4075, grad_norm: 2.3656 2021-06-08 09:10:33,716 - mmaction - INFO - Epoch [20][2000/2689] lr: 6.000e-04, eta: 3:51:15, time: 2.169, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8859, loss_cls: 1.2227, loss: 1.2227, grad_norm: 2.2331 2021-06-08 09:11:14,467 - mmaction - INFO - Epoch [20][2020/2689] lr: 6.000e-04, eta: 3:50:29, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.4578, loss: 1.4578, grad_norm: 2.4914 2021-06-08 09:11:59,258 - mmaction - INFO - Epoch [20][2040/2689] lr: 6.000e-04, eta: 3:49:43, time: 2.240, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8703, loss_cls: 1.3441, loss: 1.3441, grad_norm: 2.4303 2021-06-08 09:12:46,504 - mmaction - INFO - Epoch [20][2060/2689] lr: 6.000e-04, eta: 3:48:58, time: 2.362, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.9031, loss_cls: 1.2184, loss: 1.2184, grad_norm: 2.4169 2021-06-08 09:13:31,209 - mmaction - INFO - Epoch [20][2080/2689] lr: 6.000e-04, eta: 3:48:12, time: 2.235, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8625, loss_cls: 1.3219, loss: 1.3219, grad_norm: 2.4314 2021-06-08 09:14:15,654 - mmaction - INFO - Epoch [20][2100/2689] lr: 6.000e-04, eta: 3:47:26, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8797, loss_cls: 1.2699, loss: 1.2699, grad_norm: 2.3828 2021-06-08 09:15:00,483 - mmaction - INFO - Epoch [20][2120/2689] lr: 6.000e-04, eta: 3:46:40, time: 2.242, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8906, loss_cls: 1.1965, loss: 1.1965, grad_norm: 2.3219 2021-06-08 09:15:44,515 - mmaction - INFO - Epoch [20][2140/2689] lr: 6.000e-04, eta: 3:45:54, time: 2.202, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8766, loss_cls: 1.2539, loss: 1.2539, grad_norm: 2.4092 2021-06-08 09:16:28,264 - mmaction - INFO - Epoch [20][2160/2689] lr: 6.000e-04, eta: 3:45:08, time: 2.188, data_time: 0.002, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.2898, loss: 1.2898, grad_norm: 2.3868 2021-06-08 09:17:11,747 - mmaction - INFO - Epoch [20][2180/2689] lr: 6.000e-04, eta: 3:44:22, time: 2.174, data_time: 0.001, memory: 9293, top1_acc: 0.6281, top5_acc: 0.8797, loss_cls: 1.2837, loss: 1.2837, grad_norm: 2.4628 2021-06-08 09:17:56,537 - mmaction - INFO - Epoch [20][2200/2689] lr: 6.000e-04, eta: 3:43:36, time: 2.240, data_time: 0.001, memory: 9293, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1891, loss: 1.1891, grad_norm: 2.2548 2021-06-08 09:18:39,907 - mmaction - INFO - Epoch [20][2220/2689] lr: 6.000e-04, eta: 3:42:50, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8766, loss_cls: 1.2427, loss: 1.2427, grad_norm: 2.3553 2021-06-08 09:19:20,170 - mmaction - INFO - Epoch [20][2240/2689] lr: 6.000e-04, eta: 3:42:04, time: 2.013, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.2421, loss: 1.2421, grad_norm: 2.3789 2021-06-08 09:20:02,685 - mmaction - INFO - Epoch [20][2260/2689] lr: 6.000e-04, eta: 3:41:18, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8906, loss_cls: 1.2640, loss: 1.2640, grad_norm: 2.3211 2021-06-08 09:20:46,660 - mmaction - INFO - Epoch [20][2280/2689] lr: 6.000e-04, eta: 3:40:32, time: 2.199, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8766, loss_cls: 1.3208, loss: 1.3208, grad_norm: 2.5225 2021-06-08 09:21:29,972 - mmaction - INFO - Epoch [20][2300/2689] lr: 6.000e-04, eta: 3:39:46, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8875, loss_cls: 1.2528, loss: 1.2528, grad_norm: 2.4342 2021-06-08 09:22:12,962 - mmaction - INFO - Epoch [20][2320/2689] lr: 6.000e-04, eta: 3:39:00, time: 2.150, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8875, loss_cls: 1.2718, loss: 1.2718, grad_norm: 2.4310 2021-06-08 09:22:50,310 - mmaction - INFO - Epoch [20][2340/2689] lr: 6.000e-04, eta: 3:38:13, time: 1.867, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2410, loss: 1.2410, grad_norm: 2.2738 2021-06-08 09:23:31,719 - mmaction - INFO - Epoch [20][2360/2689] lr: 6.000e-04, eta: 3:37:27, time: 2.070, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.3342, loss: 1.3342, grad_norm: 2.3088 2021-06-08 09:24:15,260 - mmaction - INFO - Epoch [20][2380/2689] lr: 6.000e-04, eta: 3:36:41, time: 2.177, data_time: 0.002, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3179, loss: 1.3179, grad_norm: 2.3965 2021-06-08 09:24:54,597 - mmaction - INFO - Epoch [20][2400/2689] lr: 6.000e-04, eta: 3:35:55, time: 1.967, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8812, loss_cls: 1.2193, loss: 1.2193, grad_norm: 2.3354 2021-06-08 09:25:38,244 - mmaction - INFO - Epoch [20][2420/2689] lr: 6.000e-04, eta: 3:35:09, time: 2.182, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2530, loss: 1.2530, grad_norm: 2.3183 2021-06-08 09:26:18,799 - mmaction - INFO - Epoch [20][2440/2689] lr: 6.000e-04, eta: 3:34:23, time: 2.028, data_time: 0.002, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8812, loss_cls: 1.2128, loss: 1.2128, grad_norm: 2.3519 2021-06-08 09:27:03,719 - mmaction - INFO - Epoch [20][2460/2689] lr: 6.000e-04, eta: 3:33:37, time: 2.246, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.3518, loss: 1.3518, grad_norm: 2.4508 2021-06-08 09:27:47,504 - mmaction - INFO - Epoch [20][2480/2689] lr: 6.000e-04, eta: 3:32:51, time: 2.189, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.2705, loss: 1.2705, grad_norm: 2.4390 2021-06-08 09:28:31,715 - mmaction - INFO - Epoch [20][2500/2689] lr: 6.000e-04, eta: 3:32:05, time: 2.211, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2748, loss: 1.2748, grad_norm: 2.3607 2021-06-08 09:29:17,102 - mmaction - INFO - Epoch [20][2520/2689] lr: 6.000e-04, eta: 3:31:19, time: 2.269, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 1.4255, loss: 1.4255, grad_norm: 2.5363 2021-06-08 09:30:02,119 - mmaction - INFO - Epoch [20][2540/2689] lr: 6.000e-04, eta: 3:30:33, time: 2.250, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8703, loss_cls: 1.3049, loss: 1.3049, grad_norm: 2.4051 2021-06-08 09:30:46,109 - mmaction - INFO - Epoch [20][2560/2689] lr: 6.000e-04, eta: 3:29:48, time: 2.200, data_time: 0.002, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8688, loss_cls: 1.4218, loss: 1.4218, grad_norm: 2.5192 2021-06-08 09:31:27,846 - mmaction - INFO - Epoch [20][2580/2689] lr: 6.000e-04, eta: 3:29:01, time: 2.087, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8812, loss_cls: 1.2945, loss: 1.2945, grad_norm: 2.3718 2021-06-08 09:32:10,873 - mmaction - INFO - Epoch [20][2600/2689] lr: 6.000e-04, eta: 3:28:15, time: 2.152, data_time: 0.002, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3195, loss: 1.3195, grad_norm: 2.3140 2021-06-08 09:32:52,784 - mmaction - INFO - Epoch [20][2620/2689] lr: 6.000e-04, eta: 3:27:29, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8828, loss_cls: 1.3300, loss: 1.3300, grad_norm: 2.3777 2021-06-08 09:33:38,477 - mmaction - INFO - Epoch [20][2640/2689] lr: 6.000e-04, eta: 3:26:44, time: 2.285, data_time: 0.002, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8766, loss_cls: 1.2846, loss: 1.2846, grad_norm: 2.3314 2021-06-08 09:34:25,120 - mmaction - INFO - Epoch [20][2660/2689] lr: 6.000e-04, eta: 3:25:58, time: 2.332, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.3545, loss: 1.3545, grad_norm: 2.4353 2021-06-08 09:35:10,347 - mmaction - INFO - Epoch [20][2680/2689] lr: 6.000e-04, eta: 3:25:12, time: 2.262, data_time: 0.002, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.2828, loss: 1.2828, grad_norm: 2.3873 2021-06-08 09:35:34,824 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-06-08 09:48:45,746 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-08 09:48:45,995 - mmaction - INFO - top1_acc 0.4892 top5_acc 0.7844 2021-06-08 09:48:47,312 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_20.pth. 2021-06-08 09:48:47,312 - mmaction - INFO - Best top1_acc is 0.4892 at 20 epoch. 2021-06-08 09:48:47,333 - mmaction - INFO - Epoch(val) [20][2689] top1_acc: 0.4892, top5_acc: 0.7844 2021-06-08 09:56:31,854 - mmaction - INFO - Epoch [21][20/2689] lr: 6.000e-04, eta: 3:24:46, time: 23.224, data_time: 21.884, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 1.3024, loss: 1.3024, grad_norm: 2.3881 2021-06-08 09:56:57,456 - mmaction - INFO - Epoch [21][40/2689] lr: 6.000e-04, eta: 3:23:58, time: 1.282, data_time: 0.003, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8859, loss_cls: 1.2485, loss: 1.2485, grad_norm: 2.4344 2021-06-08 09:57:24,518 - mmaction - INFO - Epoch [21][60/2689] lr: 6.000e-04, eta: 3:23:10, time: 1.353, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8750, loss_cls: 1.2417, loss: 1.2417, grad_norm: 2.3818 2021-06-08 09:57:55,502 - mmaction - INFO - Epoch [21][80/2689] lr: 6.000e-04, eta: 3:22:23, time: 1.549, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8953, loss_cls: 1.1615, loss: 1.1615, grad_norm: 2.3499 2021-06-08 09:58:30,638 - mmaction - INFO - Epoch [21][100/2689] lr: 6.000e-04, eta: 3:21:36, time: 1.756, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8609, loss_cls: 1.3595, loss: 1.3595, grad_norm: 2.4652 2021-06-08 09:59:12,047 - mmaction - INFO - Epoch [21][120/2689] lr: 6.000e-04, eta: 3:20:50, time: 2.071, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3481, loss: 1.3481, grad_norm: 2.3933 2021-06-08 09:59:53,559 - mmaction - INFO - Epoch [21][140/2689] lr: 6.000e-04, eta: 3:20:03, time: 2.075, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.3234, loss: 1.3234, grad_norm: 2.4775 2021-06-08 10:00:40,873 - mmaction - INFO - Epoch [21][160/2689] lr: 6.000e-04, eta: 3:19:18, time: 2.360, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.2881, loss: 1.2881, grad_norm: 2.3084 2021-06-08 10:01:23,893 - mmaction - INFO - Epoch [21][180/2689] lr: 6.000e-04, eta: 3:18:31, time: 2.157, data_time: 0.010, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8875, loss_cls: 1.2336, loss: 1.2336, grad_norm: 2.3449 2021-06-08 10:02:07,635 - mmaction - INFO - Epoch [21][200/2689] lr: 6.000e-04, eta: 3:17:45, time: 2.187, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8859, loss_cls: 1.2697, loss: 1.2697, grad_norm: 2.3553 2021-06-08 10:02:51,956 - mmaction - INFO - Epoch [21][220/2689] lr: 6.000e-04, eta: 3:16:59, time: 2.216, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8766, loss_cls: 1.2508, loss: 1.2508, grad_norm: 2.3561 2021-06-08 10:03:31,580 - mmaction - INFO - Epoch [21][240/2689] lr: 6.000e-04, eta: 3:16:13, time: 1.981, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2739, loss: 1.2739, grad_norm: 2.3220 2021-06-08 10:04:15,751 - mmaction - INFO - Epoch [21][260/2689] lr: 6.000e-04, eta: 3:15:27, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2367, loss: 1.2367, grad_norm: 2.3681 2021-06-08 10:04:58,869 - mmaction - INFO - Epoch [21][280/2689] lr: 6.000e-04, eta: 3:14:41, time: 2.156, data_time: 0.002, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8703, loss_cls: 1.3579, loss: 1.3579, grad_norm: 2.4708 2021-06-08 10:05:42,660 - mmaction - INFO - Epoch [21][300/2689] lr: 6.000e-04, eta: 3:13:55, time: 2.187, data_time: 0.005, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8734, loss_cls: 1.3241, loss: 1.3241, grad_norm: 2.4297 2021-06-08 10:06:21,438 - mmaction - INFO - Epoch [21][320/2689] lr: 6.000e-04, eta: 3:13:08, time: 1.942, data_time: 0.008, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8719, loss_cls: 1.3253, loss: 1.3253, grad_norm: 2.4946 2021-06-08 10:07:03,846 - mmaction - INFO - Epoch [21][340/2689] lr: 6.000e-04, eta: 3:12:22, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2484, loss: 1.2484, grad_norm: 2.3704 2021-06-08 10:07:47,895 - mmaction - INFO - Epoch [21][360/2689] lr: 6.000e-04, eta: 3:11:36, time: 2.202, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8828, loss_cls: 1.2181, loss: 1.2181, grad_norm: 2.3444 2021-06-08 10:08:29,756 - mmaction - INFO - Epoch [21][380/2689] lr: 6.000e-04, eta: 3:10:50, time: 2.093, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.3129, loss: 1.3129, grad_norm: 2.4066 2021-06-08 10:09:13,030 - mmaction - INFO - Epoch [21][400/2689] lr: 6.000e-04, eta: 3:10:04, time: 2.164, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4299, loss: 1.4299, grad_norm: 2.4500 2021-06-08 10:09:55,187 - mmaction - INFO - Epoch [21][420/2689] lr: 6.000e-04, eta: 3:09:18, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8781, loss_cls: 1.2566, loss: 1.2566, grad_norm: 2.3566 2021-06-08 10:10:36,543 - mmaction - INFO - Epoch [21][440/2689] lr: 6.000e-04, eta: 3:08:32, time: 2.067, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8812, loss_cls: 1.2509, loss: 1.2509, grad_norm: 2.3843 2021-06-08 10:11:16,921 - mmaction - INFO - Epoch [21][460/2689] lr: 6.000e-04, eta: 3:07:45, time: 2.019, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8875, loss_cls: 1.2246, loss: 1.2246, grad_norm: 2.4078 2021-06-08 10:11:58,153 - mmaction - INFO - Epoch [21][480/2689] lr: 6.000e-04, eta: 3:06:59, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2248, loss: 1.2248, grad_norm: 2.3862 2021-06-08 10:12:38,132 - mmaction - INFO - Epoch [21][500/2689] lr: 6.000e-04, eta: 3:06:13, time: 1.999, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.2862, loss: 1.2862, grad_norm: 2.4606 2021-06-08 10:13:20,284 - mmaction - INFO - Epoch [21][520/2689] lr: 6.000e-04, eta: 3:05:27, time: 2.108, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2511, loss: 1.2511, grad_norm: 2.4598 2021-06-08 10:14:01,211 - mmaction - INFO - Epoch [21][540/2689] lr: 6.000e-04, eta: 3:04:40, time: 2.046, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.2975, loss: 1.2975, grad_norm: 2.3405 2021-06-08 10:14:40,063 - mmaction - INFO - Epoch [21][560/2689] lr: 6.000e-04, eta: 3:03:54, time: 1.943, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.2827, loss: 1.2827, grad_norm: 2.4051 2021-06-08 10:15:21,148 - mmaction - INFO - Epoch [21][580/2689] lr: 6.000e-04, eta: 3:03:08, time: 2.054, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8828, loss_cls: 1.1625, loss: 1.1625, grad_norm: 2.3299 2021-06-08 10:16:06,533 - mmaction - INFO - Epoch [21][600/2689] lr: 6.000e-04, eta: 3:02:22, time: 2.270, data_time: 0.002, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2472, loss: 1.2472, grad_norm: 2.2437 2021-06-08 10:16:50,370 - mmaction - INFO - Epoch [21][620/2689] lr: 6.000e-04, eta: 3:01:36, time: 2.192, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8797, loss_cls: 1.3583, loss: 1.3583, grad_norm: 2.4264 2021-06-08 10:17:32,861 - mmaction - INFO - Epoch [21][640/2689] lr: 6.000e-04, eta: 3:00:50, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3469, loss: 1.3469, grad_norm: 2.4212 2021-06-08 10:18:14,074 - mmaction - INFO - Epoch [21][660/2689] lr: 6.000e-04, eta: 3:00:04, time: 2.060, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.2589, loss: 1.2589, grad_norm: 2.4177 2021-06-08 10:18:58,372 - mmaction - INFO - Epoch [21][680/2689] lr: 6.000e-04, eta: 2:59:18, time: 2.215, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.4164, loss: 1.4164, grad_norm: 2.5517 2021-06-08 10:19:41,975 - mmaction - INFO - Epoch [21][700/2689] lr: 6.000e-04, eta: 2:58:32, time: 2.180, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.3788, loss: 1.3788, grad_norm: 2.5860 2021-06-08 10:20:25,332 - mmaction - INFO - Epoch [21][720/2689] lr: 6.000e-04, eta: 2:57:46, time: 2.168, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.2981, loss: 1.2981, grad_norm: 2.4207 2021-06-08 10:21:07,906 - mmaction - INFO - Epoch [21][740/2689] lr: 6.000e-04, eta: 2:57:00, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8734, loss_cls: 1.3132, loss: 1.3132, grad_norm: 2.3569 2021-06-08 10:21:54,764 - mmaction - INFO - Epoch [21][760/2689] lr: 6.000e-04, eta: 2:56:14, time: 2.343, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8875, loss_cls: 1.1790, loss: 1.1790, grad_norm: 2.2780 2021-06-08 10:22:40,917 - mmaction - INFO - Epoch [21][780/2689] lr: 6.000e-04, eta: 2:55:28, time: 2.308, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8922, loss_cls: 1.2542, loss: 1.2542, grad_norm: 2.3424 2021-06-08 10:23:25,699 - mmaction - INFO - Epoch [21][800/2689] lr: 6.000e-04, eta: 2:54:42, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8797, loss_cls: 1.2579, loss: 1.2579, grad_norm: 2.3323 2021-06-08 10:24:11,419 - mmaction - INFO - Epoch [21][820/2689] lr: 6.000e-04, eta: 2:53:57, time: 2.286, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8734, loss_cls: 1.2848, loss: 1.2848, grad_norm: 2.3916 2021-06-08 10:24:52,514 - mmaction - INFO - Epoch [21][840/2689] lr: 6.000e-04, eta: 2:53:10, time: 2.055, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8828, loss_cls: 1.2531, loss: 1.2531, grad_norm: 2.3200 2021-06-08 10:25:32,492 - mmaction - INFO - Epoch [21][860/2689] lr: 6.000e-04, eta: 2:52:24, time: 1.999, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.3707, loss: 1.3707, grad_norm: 2.4723 2021-06-08 10:26:14,889 - mmaction - INFO - Epoch [21][880/2689] lr: 6.000e-04, eta: 2:51:38, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2967, loss: 1.2967, grad_norm: 2.4605 2021-06-08 10:27:00,250 - mmaction - INFO - Epoch [21][900/2689] lr: 6.000e-04, eta: 2:50:52, time: 2.268, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8812, loss_cls: 1.2779, loss: 1.2779, grad_norm: 2.4759 2021-06-08 10:27:45,601 - mmaction - INFO - Epoch [21][920/2689] lr: 6.000e-04, eta: 2:50:06, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8766, loss_cls: 1.2738, loss: 1.2738, grad_norm: 2.3353 2021-06-08 10:28:29,970 - mmaction - INFO - Epoch [21][940/2689] lr: 6.000e-04, eta: 2:49:20, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.1705, loss: 1.1705, grad_norm: 2.2508 2021-06-08 10:29:14,235 - mmaction - INFO - Epoch [21][960/2689] lr: 6.000e-04, eta: 2:48:35, time: 2.214, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8844, loss_cls: 1.2806, loss: 1.2806, grad_norm: 2.4479 2021-06-08 10:29:58,508 - mmaction - INFO - Epoch [21][980/2689] lr: 6.000e-04, eta: 2:47:49, time: 2.214, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2147, loss: 1.2147, grad_norm: 2.3143 2021-06-08 10:30:41,071 - mmaction - INFO - Epoch [21][1000/2689] lr: 6.000e-04, eta: 2:47:03, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3060, loss: 1.3060, grad_norm: 2.3259 2021-06-08 10:31:21,388 - mmaction - INFO - Epoch [21][1020/2689] lr: 6.000e-04, eta: 2:46:16, time: 2.016, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.4037, loss: 1.4037, grad_norm: 2.4591 2021-06-08 10:32:04,551 - mmaction - INFO - Epoch [21][1040/2689] lr: 6.000e-04, eta: 2:45:30, time: 2.158, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8688, loss_cls: 1.3166, loss: 1.3166, grad_norm: 2.4619 2021-06-08 10:32:44,082 - mmaction - INFO - Epoch [21][1060/2689] lr: 6.000e-04, eta: 2:44:44, time: 1.976, data_time: 0.001, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2001, loss: 1.2001, grad_norm: 2.2934 2021-06-08 10:33:24,820 - mmaction - INFO - Epoch [21][1080/2689] lr: 6.000e-04, eta: 2:43:58, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8781, loss_cls: 1.2219, loss: 1.2219, grad_norm: 2.2783 2021-06-08 10:34:06,707 - mmaction - INFO - Epoch [21][1100/2689] lr: 6.000e-04, eta: 2:43:12, time: 2.094, data_time: 0.002, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3358, loss: 1.3358, grad_norm: 2.4019 2021-06-08 10:34:48,820 - mmaction - INFO - Epoch [21][1120/2689] lr: 6.000e-04, eta: 2:42:26, time: 2.106, data_time: 0.002, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8812, loss_cls: 1.2546, loss: 1.2546, grad_norm: 2.4337 2021-06-08 10:35:31,579 - mmaction - INFO - Epoch [21][1140/2689] lr: 6.000e-04, eta: 2:41:40, time: 2.138, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2632, loss: 1.2632, grad_norm: 2.4353 2021-06-08 10:36:15,096 - mmaction - INFO - Epoch [21][1160/2689] lr: 6.000e-04, eta: 2:40:54, time: 2.176, data_time: 0.002, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8438, loss_cls: 1.3449, loss: 1.3449, grad_norm: 2.4104 2021-06-08 10:36:57,264 - mmaction - INFO - Epoch [21][1180/2689] lr: 6.000e-04, eta: 2:40:08, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8828, loss_cls: 1.3190, loss: 1.3190, grad_norm: 2.4887 2021-06-08 10:37:39,290 - mmaction - INFO - Epoch [21][1200/2689] lr: 6.000e-04, eta: 2:39:22, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8703, loss_cls: 1.3698, loss: 1.3698, grad_norm: 2.4607 2021-06-08 10:38:21,119 - mmaction - INFO - Epoch [21][1220/2689] lr: 6.000e-04, eta: 2:38:36, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3266, loss: 1.3266, grad_norm: 2.3538 2021-06-08 10:39:03,971 - mmaction - INFO - Epoch [21][1240/2689] lr: 6.000e-04, eta: 2:37:50, time: 2.143, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8719, loss_cls: 1.3237, loss: 1.3237, grad_norm: 2.4308 2021-06-08 10:39:47,192 - mmaction - INFO - Epoch [21][1260/2689] lr: 6.000e-04, eta: 2:37:04, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8781, loss_cls: 1.2902, loss: 1.2902, grad_norm: 2.4090 2021-06-08 10:40:27,091 - mmaction - INFO - Epoch [21][1280/2689] lr: 6.000e-04, eta: 2:36:17, time: 1.995, data_time: 0.001, memory: 9293, top1_acc: 0.6344, top5_acc: 0.8594, loss_cls: 1.4056, loss: 1.4056, grad_norm: 2.5800 2021-06-08 10:41:10,533 - mmaction - INFO - Epoch [21][1300/2689] lr: 6.000e-04, eta: 2:35:32, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8906, loss_cls: 1.1759, loss: 1.1759, grad_norm: 2.2660 2021-06-08 10:41:51,579 - mmaction - INFO - Epoch [21][1320/2689] lr: 6.000e-04, eta: 2:34:45, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.1667, loss: 1.1667, grad_norm: 2.2517 2021-06-08 10:42:36,652 - mmaction - INFO - Epoch [21][1340/2689] lr: 6.000e-04, eta: 2:34:00, time: 2.253, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2467, loss: 1.2467, grad_norm: 2.3841 2021-06-08 10:43:21,375 - mmaction - INFO - Epoch [21][1360/2689] lr: 6.000e-04, eta: 2:33:14, time: 2.236, data_time: 0.002, memory: 9293, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1813, loss: 1.1813, grad_norm: 2.3119 2021-06-08 10:44:06,088 - mmaction - INFO - Epoch [21][1380/2689] lr: 6.000e-04, eta: 2:32:28, time: 2.236, data_time: 0.002, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3401, loss: 1.3401, grad_norm: 2.3444 2021-06-08 10:44:51,759 - mmaction - INFO - Epoch [21][1400/2689] lr: 6.000e-04, eta: 2:31:42, time: 2.283, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8891, loss_cls: 1.2614, loss: 1.2614, grad_norm: 2.4111 2021-06-08 10:45:37,331 - mmaction - INFO - Epoch [21][1420/2689] lr: 6.000e-04, eta: 2:30:56, time: 2.279, data_time: 0.002, memory: 9293, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.1661, loss: 1.1661, grad_norm: 2.3343 2021-06-08 10:46:22,681 - mmaction - INFO - Epoch [21][1440/2689] lr: 6.000e-04, eta: 2:30:11, time: 2.267, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8734, loss_cls: 1.3625, loss: 1.3625, grad_norm: 2.5478 2021-06-08 10:47:07,681 - mmaction - INFO - Epoch [21][1460/2689] lr: 6.000e-04, eta: 2:29:25, time: 2.250, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8828, loss_cls: 1.2363, loss: 1.2363, grad_norm: 2.2988 2021-06-08 10:47:53,836 - mmaction - INFO - Epoch [21][1480/2689] lr: 6.000e-04, eta: 2:28:39, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8797, loss_cls: 1.2419, loss: 1.2419, grad_norm: 2.4169 2021-06-08 10:48:39,194 - mmaction - INFO - Epoch [21][1500/2689] lr: 6.000e-04, eta: 2:27:53, time: 2.268, data_time: 0.002, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3432, loss: 1.3432, grad_norm: 2.4553 2021-06-08 10:49:25,247 - mmaction - INFO - Epoch [21][1520/2689] lr: 6.000e-04, eta: 2:27:07, time: 2.303, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.3045, loss: 1.3045, grad_norm: 2.3221 2021-06-08 10:50:11,608 - mmaction - INFO - Epoch [21][1540/2689] lr: 6.000e-04, eta: 2:26:22, time: 2.318, data_time: 0.001, memory: 9293, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2083, loss: 1.2083, grad_norm: 2.2931 2021-06-08 10:50:57,784 - mmaction - INFO - Epoch [21][1560/2689] lr: 6.000e-04, eta: 2:25:36, time: 2.309, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.3752, loss: 1.3752, grad_norm: 2.4113 2021-06-08 10:51:42,667 - mmaction - INFO - Epoch [21][1580/2689] lr: 6.000e-04, eta: 2:24:50, time: 2.244, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2790, loss: 1.2790, grad_norm: 2.3581 2021-06-08 10:52:24,270 - mmaction - INFO - Epoch [21][1600/2689] lr: 6.000e-04, eta: 2:24:04, time: 2.080, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8703, loss_cls: 1.2843, loss: 1.2843, grad_norm: 2.3721 2021-06-08 10:53:04,647 - mmaction - INFO - Epoch [21][1620/2689] lr: 6.000e-04, eta: 2:23:18, time: 2.019, data_time: 0.002, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.3069, loss: 1.3069, grad_norm: 2.3882 2021-06-08 10:53:47,580 - mmaction - INFO - Epoch [21][1640/2689] lr: 6.000e-04, eta: 2:22:32, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.2360, loss: 1.2360, grad_norm: 2.2476 2021-06-08 10:54:32,020 - mmaction - INFO - Epoch [21][1660/2689] lr: 6.000e-04, eta: 2:21:46, time: 2.222, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8891, loss_cls: 1.2335, loss: 1.2335, grad_norm: 2.4074 2021-06-08 10:55:14,588 - mmaction - INFO - Epoch [21][1680/2689] lr: 6.000e-04, eta: 2:21:00, time: 2.129, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8734, loss_cls: 1.2313, loss: 1.2313, grad_norm: 2.3322 2021-06-08 10:55:57,294 - mmaction - INFO - Epoch [21][1700/2689] lr: 6.000e-04, eta: 2:20:14, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8984, loss_cls: 1.1794, loss: 1.1794, grad_norm: 2.3625 2021-06-08 10:56:40,262 - mmaction - INFO - Epoch [21][1720/2689] lr: 6.000e-04, eta: 2:19:28, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.3281, loss: 1.3281, grad_norm: 2.3821 2021-06-08 10:57:22,965 - mmaction - INFO - Epoch [21][1740/2689] lr: 6.000e-04, eta: 2:18:42, time: 2.135, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.2932, loss: 1.2932, grad_norm: 2.4039 2021-06-08 10:58:05,796 - mmaction - INFO - Epoch [21][1760/2689] lr: 6.000e-04, eta: 2:17:56, time: 2.142, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.2913, loss: 1.2913, grad_norm: 2.4209 2021-06-08 10:58:47,524 - mmaction - INFO - Epoch [21][1780/2689] lr: 6.000e-04, eta: 2:17:10, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8969, loss_cls: 1.2179, loss: 1.2179, grad_norm: 2.4100 2021-06-08 10:59:30,088 - mmaction - INFO - Epoch [21][1800/2689] lr: 6.000e-04, eta: 2:16:24, time: 2.128, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.2795, loss: 1.2795, grad_norm: 2.3421 2021-06-08 11:00:12,596 - mmaction - INFO - Epoch [21][1820/2689] lr: 6.000e-04, eta: 2:15:38, time: 2.125, data_time: 0.001, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8922, loss_cls: 1.2955, loss: 1.2955, grad_norm: 2.3978 2021-06-08 11:00:54,110 - mmaction - INFO - Epoch [21][1840/2689] lr: 6.000e-04, eta: 2:14:52, time: 2.076, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8766, loss_cls: 1.3239, loss: 1.3239, grad_norm: 2.4552 2021-06-08 11:01:35,996 - mmaction - INFO - Epoch [21][1860/2689] lr: 6.000e-04, eta: 2:14:06, time: 2.095, data_time: 0.002, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2329, loss: 1.2329, grad_norm: 2.4603 2021-06-08 11:02:18,353 - mmaction - INFO - Epoch [21][1880/2689] lr: 6.000e-04, eta: 2:13:21, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8781, loss_cls: 1.2492, loss: 1.2492, grad_norm: 2.3121 2021-06-08 11:03:00,677 - mmaction - INFO - Epoch [21][1900/2689] lr: 6.000e-04, eta: 2:12:35, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.4295, loss: 1.4295, grad_norm: 2.5214 2021-06-08 11:03:43,110 - mmaction - INFO - Epoch [21][1920/2689] lr: 6.000e-04, eta: 2:11:49, time: 2.122, data_time: 0.002, memory: 9293, top1_acc: 0.6359, top5_acc: 0.8797, loss_cls: 1.3054, loss: 1.3054, grad_norm: 2.4834 2021-06-08 11:04:23,177 - mmaction - INFO - Epoch [21][1940/2689] lr: 6.000e-04, eta: 2:11:03, time: 2.003, data_time: 0.002, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8703, loss_cls: 1.3222, loss: 1.3222, grad_norm: 2.4180 2021-06-08 11:05:05,382 - mmaction - INFO - Epoch [21][1960/2689] lr: 6.000e-04, eta: 2:10:17, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8938, loss_cls: 1.1747, loss: 1.1747, grad_norm: 2.3100 2021-06-08 11:05:45,541 - mmaction - INFO - Epoch [21][1980/2689] lr: 6.000e-04, eta: 2:09:30, time: 2.008, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3496, loss: 1.3496, grad_norm: 2.4111 2021-06-08 11:06:27,966 - mmaction - INFO - Epoch [21][2000/2689] lr: 6.000e-04, eta: 2:08:45, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8734, loss_cls: 1.2970, loss: 1.2970, grad_norm: 2.3787 2021-06-08 11:07:12,460 - mmaction - INFO - Epoch [21][2020/2689] lr: 6.000e-04, eta: 2:07:59, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.2251, loss: 1.2251, grad_norm: 2.4540 2021-06-08 11:07:54,401 - mmaction - INFO - Epoch [21][2040/2689] lr: 6.000e-04, eta: 2:07:13, time: 2.097, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.3303, loss: 1.3303, grad_norm: 2.4161 2021-06-08 11:08:37,884 - mmaction - INFO - Epoch [21][2060/2689] lr: 6.000e-04, eta: 2:06:27, time: 2.174, data_time: 0.002, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8859, loss_cls: 1.1831, loss: 1.1831, grad_norm: 2.3280 2021-06-08 11:09:23,184 - mmaction - INFO - Epoch [21][2080/2689] lr: 6.000e-04, eta: 2:05:41, time: 2.265, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.3125, loss: 1.3125, grad_norm: 2.4935 2021-06-08 11:10:04,898 - mmaction - INFO - Epoch [21][2100/2689] lr: 6.000e-04, eta: 2:04:55, time: 2.086, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.2452, loss: 1.2452, grad_norm: 2.3793 2021-06-08 11:10:47,376 - mmaction - INFO - Epoch [21][2120/2689] lr: 6.000e-04, eta: 2:04:09, time: 2.124, data_time: 0.001, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2464, loss: 1.2464, grad_norm: 2.4837 2021-06-08 11:11:32,502 - mmaction - INFO - Epoch [21][2140/2689] lr: 6.000e-04, eta: 2:03:23, time: 2.256, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.2465, loss: 1.2465, grad_norm: 2.3659 2021-06-08 11:12:19,018 - mmaction - INFO - Epoch [21][2160/2689] lr: 6.000e-04, eta: 2:02:38, time: 2.326, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8875, loss_cls: 1.2229, loss: 1.2229, grad_norm: 2.3087 2021-06-08 11:13:04,307 - mmaction - INFO - Epoch [21][2180/2689] lr: 6.000e-04, eta: 2:01:52, time: 2.264, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8797, loss_cls: 1.2159, loss: 1.2159, grad_norm: 2.4078 2021-06-08 11:13:51,382 - mmaction - INFO - Epoch [21][2200/2689] lr: 6.000e-04, eta: 2:01:06, time: 2.354, data_time: 0.002, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.3874, loss: 1.3874, grad_norm: 2.3885 2021-06-08 11:14:37,607 - mmaction - INFO - Epoch [21][2220/2689] lr: 6.000e-04, eta: 2:00:21, time: 2.311, data_time: 0.001, memory: 9293, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2508, loss: 1.2508, grad_norm: 2.3535 2021-06-08 11:15:23,572 - mmaction - INFO - Epoch [21][2240/2689] lr: 6.000e-04, eta: 1:59:35, time: 2.299, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2293, loss: 1.2293, grad_norm: 2.4102 2021-06-08 11:16:06,315 - mmaction - INFO - Epoch [21][2260/2689] lr: 6.000e-04, eta: 1:58:49, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8781, loss_cls: 1.3361, loss: 1.3361, grad_norm: 2.4392 2021-06-08 11:16:52,237 - mmaction - INFO - Epoch [21][2280/2689] lr: 6.000e-04, eta: 1:58:03, time: 2.296, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8859, loss_cls: 1.1981, loss: 1.1981, grad_norm: 2.2510 2021-06-08 11:17:35,459 - mmaction - INFO - Epoch [21][2300/2689] lr: 6.000e-04, eta: 1:57:17, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.4447, loss: 1.4447, grad_norm: 2.5487 2021-06-08 11:18:18,295 - mmaction - INFO - Epoch [21][2320/2689] lr: 6.000e-04, eta: 1:56:32, time: 2.142, data_time: 0.002, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8953, loss_cls: 1.1651, loss: 1.1651, grad_norm: 2.2129 2021-06-08 11:19:03,975 - mmaction - INFO - Epoch [21][2340/2689] lr: 6.000e-04, eta: 1:55:46, time: 2.284, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.2862, loss: 1.2862, grad_norm: 2.4393 2021-06-08 11:19:46,405 - mmaction - INFO - Epoch [21][2360/2689] lr: 6.000e-04, eta: 1:55:00, time: 2.121, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2332, loss: 1.2332, grad_norm: 2.3860 2021-06-08 11:20:30,732 - mmaction - INFO - Epoch [21][2380/2689] lr: 6.000e-04, eta: 1:54:14, time: 2.216, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8703, loss_cls: 1.2564, loss: 1.2564, grad_norm: 2.3607 2021-06-08 11:21:14,734 - mmaction - INFO - Epoch [21][2400/2689] lr: 6.000e-04, eta: 1:53:28, time: 2.200, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4330, loss: 1.4330, grad_norm: 2.4589 2021-06-08 11:21:56,425 - mmaction - INFO - Epoch [21][2420/2689] lr: 6.000e-04, eta: 1:52:42, time: 2.084, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.3213, loss: 1.3213, grad_norm: 2.4220 2021-06-08 11:22:38,161 - mmaction - INFO - Epoch [21][2440/2689] lr: 6.000e-04, eta: 1:51:56, time: 2.087, data_time: 0.002, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.2937, loss: 1.2937, grad_norm: 2.4883 2021-06-08 11:23:21,956 - mmaction - INFO - Epoch [21][2460/2689] lr: 6.000e-04, eta: 1:51:11, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.6328, top5_acc: 0.8672, loss_cls: 1.3223, loss: 1.3223, grad_norm: 2.4274 2021-06-08 11:24:03,850 - mmaction - INFO - Epoch [21][2480/2689] lr: 6.000e-04, eta: 1:50:25, time: 2.095, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3538, loss: 1.3538, grad_norm: 2.4965 2021-06-08 11:24:45,611 - mmaction - INFO - Epoch [21][2500/2689] lr: 6.000e-04, eta: 1:49:39, time: 2.088, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.2984, loss: 1.2984, grad_norm: 2.4100 2021-06-08 11:25:26,503 - mmaction - INFO - Epoch [21][2520/2689] lr: 6.000e-04, eta: 1:48:53, time: 2.044, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2355, loss: 1.2355, grad_norm: 2.3427 2021-06-08 11:26:08,738 - mmaction - INFO - Epoch [21][2540/2689] lr: 6.000e-04, eta: 1:48:07, time: 2.112, data_time: 0.002, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8531, loss_cls: 1.3197, loss: 1.3197, grad_norm: 2.3857 2021-06-08 11:26:48,008 - mmaction - INFO - Epoch [21][2560/2689] lr: 6.000e-04, eta: 1:47:21, time: 1.964, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.2702, loss: 1.2702, grad_norm: 2.3453 2021-06-08 11:27:27,522 - mmaction - INFO - Epoch [21][2580/2689] lr: 6.000e-04, eta: 1:46:35, time: 1.976, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2727, loss: 1.2727, grad_norm: 2.3811 2021-06-08 11:28:09,334 - mmaction - INFO - Epoch [21][2600/2689] lr: 6.000e-04, eta: 1:45:49, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3513, loss: 1.3513, grad_norm: 2.4113 2021-06-08 11:28:54,116 - mmaction - INFO - Epoch [21][2620/2689] lr: 6.000e-04, eta: 1:45:03, time: 2.239, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2642, loss: 1.2642, grad_norm: 2.3529 2021-06-08 11:29:37,000 - mmaction - INFO - Epoch [21][2640/2689] lr: 6.000e-04, eta: 1:44:17, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.1670, loss: 1.1670, grad_norm: 2.3076 2021-06-08 11:30:19,019 - mmaction - INFO - Epoch [21][2660/2689] lr: 6.000e-04, eta: 1:43:31, time: 2.101, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.3679, loss: 1.3679, grad_norm: 2.4399 2021-06-08 11:31:01,968 - mmaction - INFO - Epoch [21][2680/2689] lr: 6.000e-04, eta: 1:42:46, time: 2.147, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8938, loss_cls: 1.1913, loss: 1.1913, grad_norm: 2.2944 2021-06-08 11:31:28,264 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-06-08 11:44:24,364 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-08 11:44:24,622 - mmaction - INFO - top1_acc 0.4892 top5_acc 0.7850 2021-06-08 11:44:24,626 - mmaction - INFO - Epoch(val) [21][2689] top1_acc: 0.4892, top5_acc: 0.7850 2021-06-08 11:52:25,496 - mmaction - INFO - Epoch [22][20/2689] lr: 6.000e-04, eta: 1:41:59, time: 24.041, data_time: 22.673, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8828, loss_cls: 1.2395, loss: 1.2395, grad_norm: 2.3695 2021-06-08 11:52:51,087 - mmaction - INFO - Epoch [22][40/2689] lr: 6.000e-04, eta: 1:41:12, time: 1.281, data_time: 0.003, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8859, loss_cls: 1.2002, loss: 1.2002, grad_norm: 2.3633 2021-06-08 11:53:17,906 - mmaction - INFO - Epoch [22][60/2689] lr: 6.000e-04, eta: 1:40:25, time: 1.341, data_time: 0.001, memory: 9293, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1558, loss: 1.1558, grad_norm: 2.2943 2021-06-08 11:53:48,809 - mmaction - INFO - Epoch [22][80/2689] lr: 6.000e-04, eta: 1:39:39, time: 1.545, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3244, loss: 1.3244, grad_norm: 2.4467 2021-06-08 11:54:23,288 - mmaction - INFO - Epoch [22][100/2689] lr: 6.000e-04, eta: 1:38:52, time: 1.724, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8734, loss_cls: 1.2880, loss: 1.2880, grad_norm: 2.4065 2021-06-08 11:55:02,511 - mmaction - INFO - Epoch [22][120/2689] lr: 6.000e-04, eta: 1:38:06, time: 1.940, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 1.2889, loss: 1.2889, grad_norm: 2.4121 2021-06-08 11:55:44,752 - mmaction - INFO - Epoch [22][140/2689] lr: 6.000e-04, eta: 1:37:20, time: 2.134, data_time: 0.040, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.2888, loss: 1.2888, grad_norm: 2.3509 2021-06-08 11:56:28,076 - mmaction - INFO - Epoch [22][160/2689] lr: 6.000e-04, eta: 1:36:34, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1702, loss: 1.1702, grad_norm: 2.3777 2021-06-08 11:57:11,517 - mmaction - INFO - Epoch [22][180/2689] lr: 6.000e-04, eta: 1:35:48, time: 2.172, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3065, loss: 1.3065, grad_norm: 2.3990 2021-06-08 11:57:56,476 - mmaction - INFO - Epoch [22][200/2689] lr: 6.000e-04, eta: 1:35:03, time: 2.248, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8766, loss_cls: 1.2128, loss: 1.2128, grad_norm: 2.2842 2021-06-08 11:58:41,014 - mmaction - INFO - Epoch [22][220/2689] lr: 6.000e-04, eta: 1:34:17, time: 2.227, data_time: 0.001, memory: 9293, top1_acc: 0.6203, top5_acc: 0.8594, loss_cls: 1.3555, loss: 1.3555, grad_norm: 2.4670 2021-06-08 11:59:25,318 - mmaction - INFO - Epoch [22][240/2689] lr: 6.000e-04, eta: 1:33:31, time: 2.216, data_time: 0.002, memory: 9293, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.1603, loss: 1.1603, grad_norm: 2.2738 2021-06-08 12:00:14,628 - mmaction - INFO - Epoch [22][260/2689] lr: 6.000e-04, eta: 1:32:45, time: 2.459, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8609, loss_cls: 1.4009, loss: 1.4009, grad_norm: 2.6217 2021-06-08 12:00:56,945 - mmaction - INFO - Epoch [22][280/2689] lr: 6.000e-04, eta: 1:31:59, time: 2.121, data_time: 0.012, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.2765, loss: 1.2765, grad_norm: 2.3858 2021-06-08 12:01:41,491 - mmaction - INFO - Epoch [22][300/2689] lr: 6.000e-04, eta: 1:31:13, time: 2.228, data_time: 0.001, memory: 9293, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.3191, loss: 1.3191, grad_norm: 2.3794 2021-06-08 12:02:24,594 - mmaction - INFO - Epoch [22][320/2689] lr: 6.000e-04, eta: 1:30:27, time: 2.155, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8719, loss_cls: 1.3113, loss: 1.3113, grad_norm: 2.3821 2021-06-08 12:03:07,269 - mmaction - INFO - Epoch [22][340/2689] lr: 6.000e-04, eta: 1:29:41, time: 2.134, data_time: 0.001, memory: 9293, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.1650, loss: 1.1650, grad_norm: 2.2690 2021-06-08 12:03:49,646 - mmaction - INFO - Epoch [22][360/2689] lr: 6.000e-04, eta: 1:28:55, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3243, loss: 1.3243, grad_norm: 2.3981 2021-06-08 12:04:30,275 - mmaction - INFO - Epoch [22][380/2689] lr: 6.000e-04, eta: 1:28:09, time: 2.032, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8719, loss_cls: 1.3213, loss: 1.3213, grad_norm: 2.4221 2021-06-08 12:05:11,556 - mmaction - INFO - Epoch [22][400/2689] lr: 6.000e-04, eta: 1:27:23, time: 2.064, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.2355, loss: 1.2355, grad_norm: 2.3200 2021-06-08 12:05:54,675 - mmaction - INFO - Epoch [22][420/2689] lr: 6.000e-04, eta: 1:26:37, time: 2.156, data_time: 0.002, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2745, loss: 1.2745, grad_norm: 2.4521 2021-06-08 12:06:36,850 - mmaction - INFO - Epoch [22][440/2689] lr: 6.000e-04, eta: 1:25:52, time: 2.109, data_time: 0.001, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8953, loss_cls: 1.1582, loss: 1.1582, grad_norm: 2.2222 2021-06-08 12:07:19,038 - mmaction - INFO - Epoch [22][460/2689] lr: 6.000e-04, eta: 1:25:06, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2918, loss: 1.2918, grad_norm: 2.3680 2021-06-08 12:08:01,433 - mmaction - INFO - Epoch [22][480/2689] lr: 6.000e-04, eta: 1:24:20, time: 2.119, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8578, loss_cls: 1.3809, loss: 1.3809, grad_norm: 2.4502 2021-06-08 12:08:42,488 - mmaction - INFO - Epoch [22][500/2689] lr: 6.000e-04, eta: 1:23:34, time: 2.053, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8734, loss_cls: 1.2619, loss: 1.2619, grad_norm: 2.3886 2021-06-08 12:09:21,237 - mmaction - INFO - Epoch [22][520/2689] lr: 6.000e-04, eta: 1:22:48, time: 1.938, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.3308, loss: 1.3308, grad_norm: 2.3908 2021-06-08 12:10:00,738 - mmaction - INFO - Epoch [22][540/2689] lr: 6.000e-04, eta: 1:22:01, time: 1.975, data_time: 0.001, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8984, loss_cls: 1.1714, loss: 1.1714, grad_norm: 2.3305 2021-06-08 12:10:41,488 - mmaction - INFO - Epoch [22][560/2689] lr: 6.000e-04, eta: 1:21:16, time: 2.037, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.3038, loss: 1.3038, grad_norm: 2.4311 2021-06-08 12:11:23,647 - mmaction - INFO - Epoch [22][580/2689] lr: 6.000e-04, eta: 1:20:30, time: 2.108, data_time: 0.002, memory: 9293, top1_acc: 0.7016, top5_acc: 0.9094, loss_cls: 1.1390, loss: 1.1390, grad_norm: 2.3072 2021-06-08 12:12:06,988 - mmaction - INFO - Epoch [22][600/2689] lr: 6.000e-04, eta: 1:19:44, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8891, loss_cls: 1.2083, loss: 1.2083, grad_norm: 2.4180 2021-06-08 12:12:51,350 - mmaction - INFO - Epoch [22][620/2689] lr: 6.000e-04, eta: 1:18:58, time: 2.218, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8812, loss_cls: 1.2430, loss: 1.2430, grad_norm: 2.3942 2021-06-08 12:13:35,690 - mmaction - INFO - Epoch [22][640/2689] lr: 6.000e-04, eta: 1:18:12, time: 2.217, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8766, loss_cls: 1.2840, loss: 1.2840, grad_norm: 2.4500 2021-06-08 12:14:17,000 - mmaction - INFO - Epoch [22][660/2689] lr: 6.000e-04, eta: 1:17:26, time: 2.065, data_time: 0.001, memory: 9293, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.2771, loss: 1.2771, grad_norm: 2.2848 2021-06-08 12:15:02,598 - mmaction - INFO - Epoch [22][680/2689] lr: 6.000e-04, eta: 1:16:40, time: 2.280, data_time: 0.001, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.1996, loss: 1.1996, grad_norm: 2.2496 2021-06-08 12:15:45,952 - mmaction - INFO - Epoch [22][700/2689] lr: 6.000e-04, eta: 1:15:54, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.2037, loss: 1.2037, grad_norm: 2.3848 2021-06-08 12:16:28,939 - mmaction - INFO - Epoch [22][720/2689] lr: 6.000e-04, eta: 1:15:08, time: 2.149, data_time: 0.001, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8984, loss_cls: 1.1559, loss: 1.1559, grad_norm: 2.2565 2021-06-08 12:17:12,201 - mmaction - INFO - Epoch [22][740/2689] lr: 6.000e-04, eta: 1:14:23, time: 2.163, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8906, loss_cls: 1.2369, loss: 1.2369, grad_norm: 2.4029 2021-06-08 12:17:56,006 - mmaction - INFO - Epoch [22][760/2689] lr: 6.000e-04, eta: 1:13:37, time: 2.190, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.2570, loss: 1.2570, grad_norm: 2.3586 2021-06-08 12:18:39,221 - mmaction - INFO - Epoch [22][780/2689] lr: 6.000e-04, eta: 1:12:51, time: 2.161, data_time: 0.001, memory: 9293, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.2159, loss: 1.2159, grad_norm: 2.3228 2021-06-08 12:19:21,656 - mmaction - INFO - Epoch [22][800/2689] lr: 6.000e-04, eta: 1:12:05, time: 2.122, data_time: 0.002, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.3480, loss: 1.3480, grad_norm: 2.4837 2021-06-08 12:20:03,846 - mmaction - INFO - Epoch [22][820/2689] lr: 6.000e-04, eta: 1:11:19, time: 2.110, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2260, loss: 1.2260, grad_norm: 2.4458 2021-06-08 12:20:47,508 - mmaction - INFO - Epoch [22][840/2689] lr: 6.000e-04, eta: 1:10:33, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.3380, loss: 1.3380, grad_norm: 2.4882 2021-06-08 12:21:29,564 - mmaction - INFO - Epoch [22][860/2689] lr: 6.000e-04, eta: 1:09:47, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3012, loss: 1.3012, grad_norm: 2.3854 2021-06-08 12:22:12,440 - mmaction - INFO - Epoch [22][880/2689] lr: 6.000e-04, eta: 1:09:01, time: 2.144, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3520, loss: 1.3520, grad_norm: 2.4661 2021-06-08 12:22:58,226 - mmaction - INFO - Epoch [22][900/2689] lr: 6.000e-04, eta: 1:08:15, time: 2.289, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8797, loss_cls: 1.2610, loss: 1.2610, grad_norm: 2.4563 2021-06-08 12:23:41,676 - mmaction - INFO - Epoch [22][920/2689] lr: 6.000e-04, eta: 1:07:30, time: 2.173, data_time: 0.002, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2161, loss: 1.2161, grad_norm: 2.2948 2021-06-08 12:24:25,853 - mmaction - INFO - Epoch [22][940/2689] lr: 6.000e-04, eta: 1:06:44, time: 2.208, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8656, loss_cls: 1.3181, loss: 1.3181, grad_norm: 2.4672 2021-06-08 12:25:10,693 - mmaction - INFO - Epoch [22][960/2689] lr: 6.000e-04, eta: 1:05:58, time: 2.242, data_time: 0.002, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3993, loss: 1.3993, grad_norm: 2.5614 2021-06-08 12:25:52,655 - mmaction - INFO - Epoch [22][980/2689] lr: 6.000e-04, eta: 1:05:12, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8859, loss_cls: 1.1944, loss: 1.1944, grad_norm: 2.3627 2021-06-08 12:26:36,716 - mmaction - INFO - Epoch [22][1000/2689] lr: 6.000e-04, eta: 1:04:26, time: 2.203, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.3396, loss: 1.3396, grad_norm: 2.4193 2021-06-08 12:27:19,521 - mmaction - INFO - Epoch [22][1020/2689] lr: 6.000e-04, eta: 1:03:40, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.1989, loss: 1.1989, grad_norm: 2.3351 2021-06-08 12:28:02,815 - mmaction - INFO - Epoch [22][1040/2689] lr: 6.000e-04, eta: 1:02:55, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.2696, loss: 1.2696, grad_norm: 2.3581 2021-06-08 12:28:45,955 - mmaction - INFO - Epoch [22][1060/2689] lr: 6.000e-04, eta: 1:02:09, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.3214, loss: 1.3214, grad_norm: 2.5039 2021-06-08 12:29:28,308 - mmaction - INFO - Epoch [22][1080/2689] lr: 6.000e-04, eta: 1:01:23, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8844, loss_cls: 1.1925, loss: 1.1925, grad_norm: 2.4718 2021-06-08 12:30:10,136 - mmaction - INFO - Epoch [22][1100/2689] lr: 6.000e-04, eta: 1:00:37, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.6937, top5_acc: 0.8906, loss_cls: 1.1776, loss: 1.1776, grad_norm: 2.3760 2021-06-08 12:30:52,544 - mmaction - INFO - Epoch [22][1120/2689] lr: 6.000e-04, eta: 0:59:51, time: 2.120, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8781, loss_cls: 1.2487, loss: 1.2487, grad_norm: 2.4448 2021-06-08 12:31:34,242 - mmaction - INFO - Epoch [22][1140/2689] lr: 6.000e-04, eta: 0:59:05, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8734, loss_cls: 1.3688, loss: 1.3688, grad_norm: 2.4623 2021-06-08 12:32:16,535 - mmaction - INFO - Epoch [22][1160/2689] lr: 6.000e-04, eta: 0:58:19, time: 2.115, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8844, loss_cls: 1.1853, loss: 1.1853, grad_norm: 2.3447 2021-06-08 12:32:58,361 - mmaction - INFO - Epoch [22][1180/2689] lr: 6.000e-04, eta: 0:57:33, time: 2.091, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3306, loss: 1.3306, grad_norm: 2.3983 2021-06-08 12:33:40,420 - mmaction - INFO - Epoch [22][1200/2689] lr: 6.000e-04, eta: 0:56:47, time: 2.103, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3097, loss: 1.3097, grad_norm: 2.4238 2021-06-08 12:34:20,827 - mmaction - INFO - Epoch [22][1220/2689] lr: 6.000e-04, eta: 0:56:02, time: 2.020, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2111, loss: 1.2111, grad_norm: 2.3700 2021-06-08 12:35:01,168 - mmaction - INFO - Epoch [22][1240/2689] lr: 6.000e-04, eta: 0:55:16, time: 2.017, data_time: 0.001, memory: 9293, top1_acc: 0.6047, top5_acc: 0.8609, loss_cls: 1.3555, loss: 1.3555, grad_norm: 2.5600 2021-06-08 12:35:43,916 - mmaction - INFO - Epoch [22][1260/2689] lr: 6.000e-04, eta: 0:54:30, time: 2.137, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8781, loss_cls: 1.2727, loss: 1.2727, grad_norm: 2.4817 2021-06-08 12:36:26,526 - mmaction - INFO - Epoch [22][1280/2689] lr: 6.000e-04, eta: 0:53:44, time: 2.131, data_time: 0.002, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.2912, loss: 1.2912, grad_norm: 2.3652 2021-06-08 12:37:10,147 - mmaction - INFO - Epoch [22][1300/2689] lr: 6.000e-04, eta: 0:52:58, time: 2.181, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3358, loss: 1.3358, grad_norm: 2.4152 2021-06-08 12:37:53,450 - mmaction - INFO - Epoch [22][1320/2689] lr: 6.000e-04, eta: 0:52:12, time: 2.166, data_time: 0.002, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8922, loss_cls: 1.1635, loss: 1.1635, grad_norm: 2.3360 2021-06-08 12:38:35,331 - mmaction - INFO - Epoch [22][1340/2689] lr: 6.000e-04, eta: 0:51:26, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8797, loss_cls: 1.3215, loss: 1.3215, grad_norm: 2.4194 2021-06-08 12:39:18,989 - mmaction - INFO - Epoch [22][1360/2689] lr: 6.000e-04, eta: 0:50:41, time: 2.183, data_time: 0.001, memory: 9293, top1_acc: 0.6906, top5_acc: 0.9078, loss_cls: 1.1424, loss: 1.1424, grad_norm: 2.3032 2021-06-08 12:40:05,126 - mmaction - INFO - Epoch [22][1380/2689] lr: 6.000e-04, eta: 0:49:55, time: 2.307, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8969, loss_cls: 1.1395, loss: 1.1395, grad_norm: 2.3103 2021-06-08 12:40:49,622 - mmaction - INFO - Epoch [22][1400/2689] lr: 6.000e-04, eta: 0:49:09, time: 2.225, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.2990, loss: 1.2990, grad_norm: 2.4907 2021-06-08 12:41:35,519 - mmaction - INFO - Epoch [22][1420/2689] lr: 6.000e-04, eta: 0:48:23, time: 2.295, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3065, loss: 1.3065, grad_norm: 2.4803 2021-06-08 12:42:21,458 - mmaction - INFO - Epoch [22][1440/2689] lr: 6.000e-04, eta: 0:47:38, time: 2.297, data_time: 0.001, memory: 9293, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.1598, loss: 1.1598, grad_norm: 2.2603 2021-06-08 12:43:07,210 - mmaction - INFO - Epoch [22][1460/2689] lr: 6.000e-04, eta: 0:46:52, time: 2.287, data_time: 0.001, memory: 9293, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3013, loss: 1.3013, grad_norm: 2.3653 2021-06-08 12:43:51,553 - mmaction - INFO - Epoch [22][1480/2689] lr: 6.000e-04, eta: 0:46:06, time: 2.217, data_time: 0.002, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8875, loss_cls: 1.1849, loss: 1.1849, grad_norm: 2.3015 2021-06-08 12:44:37,473 - mmaction - INFO - Epoch [22][1500/2689] lr: 6.000e-04, eta: 0:45:20, time: 2.296, data_time: 0.001, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3929, loss: 1.3929, grad_norm: 2.4790 2021-06-08 12:45:23,115 - mmaction - INFO - Epoch [22][1520/2689] lr: 6.000e-04, eta: 0:44:34, time: 2.282, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.3464, loss: 1.3464, grad_norm: 2.4772 2021-06-08 12:46:08,373 - mmaction - INFO - Epoch [22][1540/2689] lr: 6.000e-04, eta: 0:43:49, time: 2.263, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.2939, loss: 1.2939, grad_norm: 2.4565 2021-06-08 12:46:54,906 - mmaction - INFO - Epoch [22][1560/2689] lr: 6.000e-04, eta: 0:43:03, time: 2.327, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.3363, loss: 1.3363, grad_norm: 2.4989 2021-06-08 12:47:38,709 - mmaction - INFO - Epoch [22][1580/2689] lr: 6.000e-04, eta: 0:42:17, time: 2.191, data_time: 0.001, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.2943, loss: 1.2943, grad_norm: 2.3326 2021-06-08 12:48:24,684 - mmaction - INFO - Epoch [22][1600/2689] lr: 6.000e-04, eta: 0:41:31, time: 2.298, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8797, loss_cls: 1.2372, loss: 1.2372, grad_norm: 2.4038 2021-06-08 12:49:07,619 - mmaction - INFO - Epoch [22][1620/2689] lr: 6.000e-04, eta: 0:40:46, time: 2.147, data_time: 0.002, memory: 9293, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.2953, loss: 1.2953, grad_norm: 2.3301 2021-06-08 12:49:53,823 - mmaction - INFO - Epoch [22][1640/2689] lr: 6.000e-04, eta: 0:40:00, time: 2.310, data_time: 0.002, memory: 9293, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4091, loss: 1.4091, grad_norm: 2.4953 2021-06-08 12:50:39,819 - mmaction - INFO - Epoch [22][1660/2689] lr: 6.000e-04, eta: 0:39:14, time: 2.300, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8719, loss_cls: 1.2849, loss: 1.2849, grad_norm: 2.4510 2021-06-08 12:51:22,442 - mmaction - INFO - Epoch [22][1680/2689] lr: 6.000e-04, eta: 0:38:28, time: 2.131, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3894, loss: 1.3894, grad_norm: 2.4691 2021-06-08 12:52:07,514 - mmaction - INFO - Epoch [22][1700/2689] lr: 6.000e-04, eta: 0:37:42, time: 2.254, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8797, loss_cls: 1.2338, loss: 1.2338, grad_norm: 2.3399 2021-06-08 12:52:54,627 - mmaction - INFO - Epoch [22][1720/2689] lr: 6.000e-04, eta: 0:36:57, time: 2.356, data_time: 0.001, memory: 9293, top1_acc: 0.6516, top5_acc: 0.8906, loss_cls: 1.2810, loss: 1.2810, grad_norm: 2.4041 2021-06-08 12:53:39,859 - mmaction - INFO - Epoch [22][1740/2689] lr: 6.000e-04, eta: 0:36:11, time: 2.262, data_time: 0.001, memory: 9293, top1_acc: 0.6219, top5_acc: 0.8516, loss_cls: 1.4031, loss: 1.4031, grad_norm: 2.5724 2021-06-08 12:54:25,359 - mmaction - INFO - Epoch [22][1760/2689] lr: 6.000e-04, eta: 0:35:25, time: 2.275, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8672, loss_cls: 1.3466, loss: 1.3466, grad_norm: 2.4562 2021-06-08 12:55:11,171 - mmaction - INFO - Epoch [22][1780/2689] lr: 6.000e-04, eta: 0:34:39, time: 2.290, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2033, loss: 1.2033, grad_norm: 2.2186 2021-06-08 12:55:54,422 - mmaction - INFO - Epoch [22][1800/2689] lr: 6.000e-04, eta: 0:33:54, time: 2.163, data_time: 0.002, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.2879, loss: 1.2879, grad_norm: 2.3981 2021-06-08 12:56:37,737 - mmaction - INFO - Epoch [22][1820/2689] lr: 6.000e-04, eta: 0:33:08, time: 2.166, data_time: 0.001, memory: 9293, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.5126, loss: 1.5126, grad_norm: 2.5130 2021-06-08 12:57:20,694 - mmaction - INFO - Epoch [22][1840/2689] lr: 6.000e-04, eta: 0:32:22, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3140, loss: 1.3140, grad_norm: 2.4130 2021-06-08 12:58:02,664 - mmaction - INFO - Epoch [22][1860/2689] lr: 6.000e-04, eta: 0:31:36, time: 2.098, data_time: 0.001, memory: 9293, top1_acc: 0.6453, top5_acc: 0.8703, loss_cls: 1.2602, loss: 1.2602, grad_norm: 2.4116 2021-06-08 12:58:47,649 - mmaction - INFO - Epoch [22][1880/2689] lr: 6.000e-04, eta: 0:30:50, time: 2.249, data_time: 0.001, memory: 9293, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2190, loss: 1.2190, grad_norm: 2.2642 2021-06-08 12:59:32,990 - mmaction - INFO - Epoch [22][1900/2689] lr: 6.000e-04, eta: 0:30:05, time: 2.268, data_time: 0.002, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8844, loss_cls: 1.2788, loss: 1.2788, grad_norm: 2.4020 2021-06-08 13:00:17,134 - mmaction - INFO - Epoch [22][1920/2689] lr: 6.000e-04, eta: 0:29:19, time: 2.207, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.2712, loss: 1.2712, grad_norm: 2.2958 2021-06-08 13:01:00,704 - mmaction - INFO - Epoch [22][1940/2689] lr: 6.000e-04, eta: 0:28:33, time: 2.179, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8734, loss_cls: 1.2681, loss: 1.2681, grad_norm: 2.3297 2021-06-08 13:01:43,842 - mmaction - INFO - Epoch [22][1960/2689] lr: 6.000e-04, eta: 0:27:47, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.3859, loss: 1.3859, grad_norm: 2.4363 2021-06-08 13:02:27,171 - mmaction - INFO - Epoch [22][1980/2689] lr: 6.000e-04, eta: 0:27:02, time: 2.167, data_time: 0.001, memory: 9293, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.1795, loss: 1.1795, grad_norm: 2.2807 2021-06-08 13:03:10,460 - mmaction - INFO - Epoch [22][2000/2689] lr: 6.000e-04, eta: 0:26:16, time: 2.165, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8703, loss_cls: 1.3354, loss: 1.3354, grad_norm: 2.5453 2021-06-08 13:03:53,665 - mmaction - INFO - Epoch [22][2020/2689] lr: 6.000e-04, eta: 0:25:30, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.9000, loss_cls: 1.2376, loss: 1.2376, grad_norm: 2.4557 2021-06-08 13:04:36,030 - mmaction - INFO - Epoch [22][2040/2689] lr: 6.000e-04, eta: 0:24:44, time: 2.118, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.2786, loss: 1.2786, grad_norm: 2.4244 2021-06-08 13:05:17,876 - mmaction - INFO - Epoch [22][2060/2689] lr: 6.000e-04, eta: 0:23:58, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8672, loss_cls: 1.3276, loss: 1.3276, grad_norm: 2.6451 2021-06-08 13:06:00,204 - mmaction - INFO - Epoch [22][2080/2689] lr: 6.000e-04, eta: 0:23:13, time: 2.116, data_time: 0.001, memory: 9293, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4037, loss: 1.4037, grad_norm: 2.5529 2021-06-08 13:06:41,905 - mmaction - INFO - Epoch [22][2100/2689] lr: 6.000e-04, eta: 0:22:27, time: 2.085, data_time: 0.001, memory: 9293, top1_acc: 0.6922, top5_acc: 0.8891, loss_cls: 1.1579, loss: 1.1579, grad_norm: 2.2402 2021-06-08 13:07:24,734 - mmaction - INFO - Epoch [22][2120/2689] lr: 6.000e-04, eta: 0:21:41, time: 2.141, data_time: 0.001, memory: 9293, top1_acc: 0.6156, top5_acc: 0.8562, loss_cls: 1.4074, loss: 1.4074, grad_norm: 2.5561 2021-06-08 13:08:06,552 - mmaction - INFO - Epoch [22][2140/2689] lr: 6.000e-04, eta: 0:20:55, time: 2.091, data_time: 0.002, memory: 9293, top1_acc: 0.6547, top5_acc: 0.8969, loss_cls: 1.1908, loss: 1.1908, grad_norm: 2.3253 2021-06-08 13:08:48,047 - mmaction - INFO - Epoch [22][2160/2689] lr: 6.000e-04, eta: 0:20:09, time: 2.075, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.2762, loss: 1.2762, grad_norm: 2.4332 2021-06-08 13:09:29,273 - mmaction - INFO - Epoch [22][2180/2689] lr: 6.000e-04, eta: 0:19:24, time: 2.061, data_time: 0.001, memory: 9293, top1_acc: 0.6672, top5_acc: 0.8906, loss_cls: 1.2287, loss: 1.2287, grad_norm: 2.4195 2021-06-08 13:10:11,377 - mmaction - INFO - Epoch [22][2200/2689] lr: 6.000e-04, eta: 0:18:38, time: 2.105, data_time: 0.001, memory: 9293, top1_acc: 0.6687, top5_acc: 0.8891, loss_cls: 1.1608, loss: 1.1608, grad_norm: 2.2999 2021-06-08 13:10:54,347 - mmaction - INFO - Epoch [22][2220/2689] lr: 6.000e-04, eta: 0:17:52, time: 2.148, data_time: 0.001, memory: 9293, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1739, loss: 1.1739, grad_norm: 2.3700 2021-06-08 13:11:33,446 - mmaction - INFO - Epoch [22][2240/2689] lr: 6.000e-04, eta: 0:17:06, time: 1.955, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.1972, loss: 1.1972, grad_norm: 2.3874 2021-06-08 13:12:14,476 - mmaction - INFO - Epoch [22][2260/2689] lr: 6.000e-04, eta: 0:16:21, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.2460, loss: 1.2460, grad_norm: 2.3761 2021-06-08 13:12:56,573 - mmaction - INFO - Epoch [22][2280/2689] lr: 6.000e-04, eta: 0:15:35, time: 2.104, data_time: 0.001, memory: 9293, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.1996, loss: 1.1996, grad_norm: 2.2855 2021-06-08 13:13:38,702 - mmaction - INFO - Epoch [22][2300/2689] lr: 6.000e-04, eta: 0:14:49, time: 2.106, data_time: 0.002, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2361, loss: 1.2361, grad_norm: 2.4136 2021-06-08 13:14:19,607 - mmaction - INFO - Epoch [22][2320/2689] lr: 6.000e-04, eta: 0:14:03, time: 2.045, data_time: 0.001, memory: 9293, top1_acc: 0.6500, top5_acc: 0.8766, loss_cls: 1.3249, loss: 1.3249, grad_norm: 2.5184 2021-06-08 13:15:02,800 - mmaction - INFO - Epoch [22][2340/2689] lr: 6.000e-04, eta: 0:13:18, time: 2.160, data_time: 0.001, memory: 9293, top1_acc: 0.6578, top5_acc: 0.8703, loss_cls: 1.2519, loss: 1.2519, grad_norm: 2.2782 2021-06-08 13:15:42,655 - mmaction - INFO - Epoch [22][2360/2689] lr: 6.000e-04, eta: 0:12:32, time: 1.993, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.2942, loss: 1.2942, grad_norm: 2.3620 2021-06-08 13:16:23,155 - mmaction - INFO - Epoch [22][2380/2689] lr: 6.000e-04, eta: 0:11:46, time: 2.025, data_time: 0.001, memory: 9293, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.2303, loss: 1.2303, grad_norm: 2.3145 2021-06-08 13:17:02,272 - mmaction - INFO - Epoch [22][2400/2689] lr: 6.000e-04, eta: 0:11:00, time: 1.956, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8797, loss_cls: 1.1962, loss: 1.1962, grad_norm: 2.3533 2021-06-08 13:17:43,304 - mmaction - INFO - Epoch [22][2420/2689] lr: 6.000e-04, eta: 0:10:14, time: 2.052, data_time: 0.001, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3452, loss: 1.3452, grad_norm: 2.4968 2021-06-08 13:18:24,580 - mmaction - INFO - Epoch [22][2440/2689] lr: 6.000e-04, eta: 0:09:29, time: 2.064, data_time: 0.001, memory: 9293, top1_acc: 0.6562, top5_acc: 0.8859, loss_cls: 1.2541, loss: 1.2541, grad_norm: 2.3439 2021-06-08 13:19:05,946 - mmaction - INFO - Epoch [22][2460/2689] lr: 6.000e-04, eta: 0:08:43, time: 2.068, data_time: 0.001, memory: 9293, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.2451, loss: 1.2451, grad_norm: 2.3904 2021-06-08 13:19:47,833 - mmaction - INFO - Epoch [22][2480/2689] lr: 6.000e-04, eta: 0:07:57, time: 2.094, data_time: 0.001, memory: 9293, top1_acc: 0.6391, top5_acc: 0.8578, loss_cls: 1.3415, loss: 1.3415, grad_norm: 2.3177 2021-06-08 13:20:30,097 - mmaction - INFO - Epoch [22][2500/2689] lr: 6.000e-04, eta: 0:07:12, time: 2.113, data_time: 0.002, memory: 9293, top1_acc: 0.6594, top5_acc: 0.8781, loss_cls: 1.3100, loss: 1.3100, grad_norm: 2.4056 2021-06-08 13:21:11,582 - mmaction - INFO - Epoch [22][2520/2689] lr: 6.000e-04, eta: 0:06:26, time: 2.075, data_time: 0.002, memory: 9293, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2904, loss: 1.2904, grad_norm: 2.2898 2021-06-08 13:21:54,379 - mmaction - INFO - Epoch [22][2540/2689] lr: 6.000e-04, eta: 0:05:40, time: 2.140, data_time: 0.001, memory: 9293, top1_acc: 0.6656, top5_acc: 0.8766, loss_cls: 1.2431, loss: 1.2431, grad_norm: 2.4223 2021-06-08 13:22:35,212 - mmaction - INFO - Epoch [22][2560/2689] lr: 6.000e-04, eta: 0:04:54, time: 2.042, data_time: 0.001, memory: 9293, top1_acc: 0.6234, top5_acc: 0.8578, loss_cls: 1.3396, loss: 1.3396, grad_norm: 2.4895 2021-06-08 13:23:17,036 - mmaction - INFO - Epoch [22][2580/2689] lr: 6.000e-04, eta: 0:04:09, time: 2.092, data_time: 0.001, memory: 9293, top1_acc: 0.6312, top5_acc: 0.8594, loss_cls: 1.3997, loss: 1.3997, grad_norm: 2.4340 2021-06-08 13:23:58,671 - mmaction - INFO - Epoch [22][2600/2689] lr: 6.000e-04, eta: 0:03:23, time: 2.081, data_time: 0.001, memory: 9293, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4008, loss: 1.4008, grad_norm: 2.4723 2021-06-08 13:24:38,358 - mmaction - INFO - Epoch [22][2620/2689] lr: 6.000e-04, eta: 0:02:37, time: 1.985, data_time: 0.001, memory: 9293, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.1938, loss: 1.1938, grad_norm: 2.3815 2021-06-08 13:25:20,173 - mmaction - INFO - Epoch [22][2640/2689] lr: 6.000e-04, eta: 0:01:51, time: 2.090, data_time: 0.001, memory: 9293, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.2414, loss: 1.2414, grad_norm: 2.3602 2021-06-08 13:26:03,310 - mmaction - INFO - Epoch [22][2660/2689] lr: 6.000e-04, eta: 0:01:06, time: 2.157, data_time: 0.001, memory: 9293, top1_acc: 0.6766, top5_acc: 0.8922, loss_cls: 1.1994, loss: 1.1994, grad_norm: 2.3947 2021-06-08 13:26:42,770 - mmaction - INFO - Epoch [22][2680/2689] lr: 6.000e-04, eta: 0:00:20, time: 1.973, data_time: 0.001, memory: 9293, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.2804, loss: 1.2804, grad_norm: 2.4198 2021-06-08 13:27:07,055 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-06-08 13:40:13,619 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-06-08 13:40:13,867 - mmaction - INFO - top1_acc 0.4924 top5_acc 0.7879 2021-06-08 13:40:15,244 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_22.pth. 2021-06-08 13:40:15,245 - mmaction - INFO - Best top1_acc is 0.4924 at 22 epoch. 2021-06-08 13:40:15,250 - mmaction - INFO - Epoch(val) [22][2689] top1_acc: 0.4924, top5_acc: 0.7879