2020-09-11 09:02:01,165 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.9 |Anaconda, Inc.| (default, Jul 30 2019, 19:07:31) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: TITAN Xp CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 8.0, V8.0.61 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-16) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 4.9 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.18.1 (Git Hash 7de7e5d02bf687f971e7668963649728356e0c20) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_50,code=compute_50 - CuDNN 7.5.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=True, USE_NNPACK=True, USE_OPENMP=ON, TorchVision: 0.3.0 OpenCV: 4.2.0 MMCV: 1.1.2 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.6.0+df8648e ------------------------------------------------------------ 2020-09-11 09:02:01,172 - mmaction - INFO - Distributed training: True 2020-09-11 09:02:01,172 - mmaction - INFO - Config: /mnt/lustre/duanhaodong1/mmaction2/configs/slowonly/4x16_finetune.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained='modelzoo/resnet50-19c8e357.pth', lateral=False, conv1_kernel=(1, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), cls_head=dict( type='I3DHead', in_channels=2048, num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' data_root = '/mnt/lustre21/DATAshare2/duanhaodong/kinetics_400_train_SH36_frames' data_root_val = '/mnt/lustre21/DATAshare2/duanhaodong/kinetics_400_val_SH36_frames' ann_file_train = 'data/k400/kinetics_train_list_hd320.txt' ann_file_val = 'data/k400/kinetics_val_list_hd320.txt' ann_file_test = 'data/k400/kinetics_val_list_hd320.txt' mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='SampleFrames', clip_len=4, frame_interval=16, num_clips=1), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=4, frame_interval=16, num_clips=1, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=4, frame_interval=16, num_clips=10, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=24, workers_per_gpu=3, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.06, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict( policy='step', step=[90, 130], warmup='linear', warmup_by_epoch=True, warmup_iters=10) total_epochs = 150 checkpoint_config = dict(interval=5) workflow = [('train', 5)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/4x16_finetune' load_from = None resume_from = None find_unused_parameters = False 2020-09-11 09:02:01,804 - mmaction - INFO - load model from: modelzoo/resnet50-19c8e357.pth 2020-09-11 09:02:03,061 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-09-11 09:02:12,216 - mmaction - INFO - Start running, host: duanhaodong1@SH-IDC2-172-20-21-21, work_dir: /mnt/lustre/duanhaodong1/mmaction2/work_dirs/4x16_finetune 2020-09-11 09:02:12,216 - mmaction - INFO - workflow: [('train', 5)], max: 150 epochs 2020-09-11 09:02:45,955 - mmaction - INFO - Epoch [1][20/627] lr: 6.164e-03, eta: 1 day, 19:46:01, time: 1.676, data_time: 0.520, memory: 8470, top1_acc: 0.0042, top5_acc: 0.0225, loss_cls: 5.9866, loss: 5.9866, grad_norm: 2.4172 2020-09-11 09:03:06,676 - mmaction - INFO - Epoch [1][40/627] lr: 6.336e-03, eta: 1 day, 11:31:17, time: 1.045, data_time: 0.018, memory: 8470, top1_acc: 0.0172, top5_acc: 0.0591, loss_cls: 5.8239, loss: 5.8239, grad_norm: 2.4265 2020-09-11 09:03:27,382 - mmaction - INFO - Epoch [1][60/627] lr: 6.508e-03, eta: 1 day, 8:40:42, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.0426, top5_acc: 0.1217, loss_cls: 5.5982, loss: 5.5982, grad_norm: 2.5145 2020-09-11 09:03:48,123 - mmaction - INFO - Epoch [1][80/627] lr: 6.680e-03, eta: 1 day, 7:14:59, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.0635, top5_acc: 0.1760, loss_cls: 5.3070, loss: 5.3070, grad_norm: 2.6190 2020-09-11 09:04:08,942 - mmaction - INFO - Epoch [1][100/627] lr: 6.853e-03, eta: 1 day, 6:26:41, time: 1.044, data_time: 0.014, memory: 8470, top1_acc: 0.0784, top5_acc: 0.2182, loss_cls: 5.0612, loss: 5.0612, grad_norm: 2.6815 2020-09-11 09:04:29,630 - mmaction - INFO - Epoch [1][120/627] lr: 7.025e-03, eta: 1 day, 5:50:52, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.1020, top5_acc: 0.2677, loss_cls: 4.8154, loss: 4.8154, grad_norm: 2.7667 2020-09-11 09:04:50,334 - mmaction - INFO - Epoch [1][140/627] lr: 7.197e-03, eta: 1 day, 5:26:41, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.1169, top5_acc: 0.2924, loss_cls: 4.6591, loss: 4.6591, grad_norm: 2.8616 2020-09-11 09:05:11,134 - mmaction - INFO - Epoch [1][160/627] lr: 7.369e-03, eta: 1 day, 5:09:24, time: 1.042, data_time: 0.008, memory: 8470, top1_acc: 0.1292, top5_acc: 0.3236, loss_cls: 4.4945, loss: 4.4945, grad_norm: 2.9177 2020-09-11 09:05:31,913 - mmaction - INFO - Epoch [1][180/627] lr: 7.542e-03, eta: 1 day, 4:53:36, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.1424, top5_acc: 0.3423, loss_cls: 4.3689, loss: 4.3689, grad_norm: 3.0442 2020-09-11 09:05:52,664 - mmaction - INFO - Epoch [1][200/627] lr: 7.714e-03, eta: 1 day, 4:42:02, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.1521, top5_acc: 0.3629, loss_cls: 4.2631, loss: 4.2631, grad_norm: 3.0924 2020-09-11 09:06:13,239 - mmaction - INFO - Epoch [1][220/627] lr: 7.886e-03, eta: 1 day, 4:33:06, time: 1.041, data_time: 0.015, memory: 8470, top1_acc: 0.1661, top5_acc: 0.3819, loss_cls: 4.1498, loss: 4.1498, grad_norm: 3.1682 2020-09-11 09:06:33,995 - mmaction - INFO - Epoch [1][240/627] lr: 8.058e-03, eta: 1 day, 4:24:48, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.1819, top5_acc: 0.4094, loss_cls: 4.0397, loss: 4.0397, grad_norm: 3.2901 2020-09-11 09:06:54,821 - mmaction - INFO - Epoch [1][260/627] lr: 8.231e-03, eta: 1 day, 4:18:06, time: 1.038, data_time: 0.008, memory: 8470, top1_acc: 0.1863, top5_acc: 0.4180, loss_cls: 3.9730, loss: 3.9730, grad_norm: 3.2911 2020-09-11 09:07:15,582 - mmaction - INFO - Epoch [1][280/627] lr: 8.403e-03, eta: 1 day, 4:12:20, time: 1.038, data_time: 0.010, memory: 8470, top1_acc: 0.1958, top5_acc: 0.4280, loss_cls: 3.9277, loss: 3.9277, grad_norm: 3.3526 2020-09-11 09:07:36,272 - mmaction - INFO - Epoch [1][300/627] lr: 8.575e-03, eta: 1 day, 4:07:35, time: 1.041, data_time: 0.008, memory: 8470, top1_acc: 0.2034, top5_acc: 0.4363, loss_cls: 3.8562, loss: 3.8562, grad_norm: 3.4209 2020-09-11 09:07:57,022 - mmaction - INFO - Epoch [1][320/627] lr: 8.747e-03, eta: 1 day, 4:02:45, time: 1.034, data_time: 0.003, memory: 8470, top1_acc: 0.2034, top5_acc: 0.4447, loss_cls: 3.8093, loss: 3.8093, grad_norm: 3.4834 2020-09-11 09:08:17,773 - mmaction - INFO - Epoch [1][340/627] lr: 8.920e-03, eta: 1 day, 3:58:58, time: 1.040, data_time: 0.008, memory: 8470, top1_acc: 0.2171, top5_acc: 0.4549, loss_cls: 3.7468, loss: 3.7468, grad_norm: 3.5159 2020-09-11 09:08:38,577 - mmaction - INFO - Epoch [1][360/627] lr: 9.092e-03, eta: 1 day, 3:55:37, time: 1.040, data_time: 0.007, memory: 8470, top1_acc: 0.2264, top5_acc: 0.4724, loss_cls: 3.6639, loss: 3.6639, grad_norm: 3.5582 2020-09-11 09:08:59,260 - mmaction - INFO - Epoch [1][380/627] lr: 9.264e-03, eta: 1 day, 3:51:33, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.2342, top5_acc: 0.4780, loss_cls: 3.6533, loss: 3.6533, grad_norm: 3.6261 2020-09-11 09:09:19,944 - mmaction - INFO - Epoch [1][400/627] lr: 9.436e-03, eta: 1 day, 3:48:45, time: 1.039, data_time: 0.014, memory: 8470, top1_acc: 0.2376, top5_acc: 0.4803, loss_cls: 3.6089, loss: 3.6089, grad_norm: 3.6947 2020-09-11 09:09:40,662 - mmaction - INFO - Epoch [1][420/627] lr: 9.609e-03, eta: 1 day, 3:45:47, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.2449, top5_acc: 0.4932, loss_cls: 3.5636, loss: 3.5636, grad_norm: 3.6972 2020-09-11 09:10:01,356 - mmaction - INFO - Epoch [1][440/627] lr: 9.781e-03, eta: 1 day, 3:42:54, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.2507, top5_acc: 0.4965, loss_cls: 3.5442, loss: 3.5442, grad_norm: 3.7142 2020-09-11 09:10:22,027 - mmaction - INFO - Epoch [1][460/627] lr: 9.953e-03, eta: 1 day, 3:40:27, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.2471, top5_acc: 0.4880, loss_cls: 3.5230, loss: 3.5230, grad_norm: 3.7379 2020-09-11 09:10:42,888 - mmaction - INFO - Epoch [1][480/627] lr: 1.013e-02, eta: 1 day, 3:38:25, time: 1.039, data_time: 0.009, memory: 8470, top1_acc: 0.2514, top5_acc: 0.5060, loss_cls: 3.4933, loss: 3.4933, grad_norm: 3.7643 2020-09-11 09:11:03,749 - mmaction - INFO - Epoch [1][500/627] lr: 1.030e-02, eta: 1 day, 3:37:22, time: 1.052, data_time: 0.016, memory: 8470, top1_acc: 0.2599, top5_acc: 0.5146, loss_cls: 3.4679, loss: 3.4679, grad_norm: 3.7389 2020-09-11 09:11:24,556 - mmaction - INFO - Epoch [1][520/627] lr: 1.047e-02, eta: 1 day, 3:35:21, time: 1.035, data_time: 0.005, memory: 8470, top1_acc: 0.2576, top5_acc: 0.5134, loss_cls: 3.4520, loss: 3.4520, grad_norm: 3.8199 2020-09-11 09:11:45,148 - mmaction - INFO - Epoch [1][540/627] lr: 1.064e-02, eta: 1 day, 3:33:03, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.2663, top5_acc: 0.5289, loss_cls: 3.3931, loss: 3.3931, grad_norm: 3.8891 2020-09-11 09:12:05,948 - mmaction - INFO - Epoch [1][560/627] lr: 1.081e-02, eta: 1 day, 3:31:53, time: 1.046, data_time: 0.012, memory: 8470, top1_acc: 0.2714, top5_acc: 0.5310, loss_cls: 3.3834, loss: 3.3834, grad_norm: 3.8620 2020-09-11 09:12:26,647 - mmaction - INFO - Epoch [1][580/627] lr: 1.099e-02, eta: 1 day, 3:30:14, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.2829, top5_acc: 0.5398, loss_cls: 3.3328, loss: 3.3328, grad_norm: 3.8752 2020-09-11 09:12:47,303 - mmaction - INFO - Epoch [1][600/627] lr: 1.116e-02, eta: 1 day, 3:28:25, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.2797, top5_acc: 0.5374, loss_cls: 3.3191, loss: 3.3191, grad_norm: 3.8752 2020-09-11 09:13:08,018 - mmaction - INFO - Epoch [1][620/627] lr: 1.133e-02, eta: 1 day, 3:26:47, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.2770, top5_acc: 0.5374, loss_cls: 3.3351, loss: 3.3351, grad_norm: 3.9850 2020-09-11 09:13:46,126 - mmaction - INFO - Epoch [2][20/627] lr: 1.156e-02, eta: 1 day, 3:34:57, time: 1.607, data_time: 0.497, memory: 8470, top1_acc: 0.2892, top5_acc: 0.5409, loss_cls: 3.3027, loss: 3.3027, grad_norm: 3.9717 2020-09-11 09:14:06,858 - mmaction - INFO - Epoch [2][40/627] lr: 1.174e-02, eta: 1 day, 3:33:23, time: 1.037, data_time: 0.007, memory: 8470, top1_acc: 0.2986, top5_acc: 0.5542, loss_cls: 3.2319, loss: 3.2319, grad_norm: 3.9909 2020-09-11 09:14:27,732 - mmaction - INFO - Epoch [2][60/627] lr: 1.191e-02, eta: 1 day, 3:32:16, time: 1.046, data_time: 0.006, memory: 8470, top1_acc: 0.2956, top5_acc: 0.5474, loss_cls: 3.2721, loss: 3.2721, grad_norm: 4.0082 2020-09-11 09:14:48,590 - mmaction - INFO - Epoch [2][80/627] lr: 1.208e-02, eta: 1 day, 3:31:07, time: 1.044, data_time: 0.015, memory: 8470, top1_acc: 0.2952, top5_acc: 0.5451, loss_cls: 3.2746, loss: 3.2746, grad_norm: 3.9969 2020-09-11 09:15:09,341 - mmaction - INFO - Epoch [2][100/627] lr: 1.225e-02, eta: 1 day, 3:29:20, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.3009, top5_acc: 0.5668, loss_cls: 3.2008, loss: 3.2008, grad_norm: 3.9899 2020-09-11 09:15:30,110 - mmaction - INFO - Epoch [2][120/627] lr: 1.242e-02, eta: 1 day, 3:28:26, time: 1.047, data_time: 0.020, memory: 8470, top1_acc: 0.2961, top5_acc: 0.5486, loss_cls: 3.2543, loss: 3.2543, grad_norm: 4.0169 2020-09-11 09:15:50,738 - mmaction - INFO - Epoch [2][140/627] lr: 1.260e-02, eta: 1 day, 3:26:57, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.3079, top5_acc: 0.5574, loss_cls: 3.1949, loss: 3.1949, grad_norm: 4.0412 2020-09-11 09:16:11,643 - mmaction - INFO - Epoch [2][160/627] lr: 1.277e-02, eta: 1 day, 3:25:57, time: 1.043, data_time: 0.005, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5616, loss_cls: 3.1809, loss: 3.1809, grad_norm: 4.0578 2020-09-11 09:16:32,387 - mmaction - INFO - Epoch [2][180/627] lr: 1.294e-02, eta: 1 day, 3:24:29, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.3049, top5_acc: 0.5592, loss_cls: 3.1980, loss: 3.1980, grad_norm: 4.1300 2020-09-11 09:16:53,147 - mmaction - INFO - Epoch [2][200/627] lr: 1.311e-02, eta: 1 day, 3:23:42, time: 1.047, data_time: 0.013, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5626, loss_cls: 3.1661, loss: 3.1661, grad_norm: 4.0545 2020-09-11 09:17:13,829 - mmaction - INFO - Epoch [2][220/627] lr: 1.329e-02, eta: 1 day, 3:22:10, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5621, loss_cls: 3.1677, loss: 3.1677, grad_norm: 4.0201 2020-09-11 09:17:34,607 - mmaction - INFO - Epoch [2][240/627] lr: 1.346e-02, eta: 1 day, 3:21:21, time: 1.044, data_time: 0.016, memory: 8470, top1_acc: 0.3174, top5_acc: 0.5734, loss_cls: 3.1288, loss: 3.1288, grad_norm: 4.0581 2020-09-11 09:17:55,397 - mmaction - INFO - Epoch [2][260/627] lr: 1.363e-02, eta: 1 day, 3:20:19, time: 1.038, data_time: 0.008, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5809, loss_cls: 3.0934, loss: 3.0934, grad_norm: 4.0540 2020-09-11 09:18:16,187 - mmaction - INFO - Epoch [2][280/627] lr: 1.380e-02, eta: 1 day, 3:19:35, time: 1.045, data_time: 0.015, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5682, loss_cls: 3.1241, loss: 3.1241, grad_norm: 4.1225 2020-09-11 09:18:36,943 - mmaction - INFO - Epoch [2][300/627] lr: 1.398e-02, eta: 1 day, 3:18:36, time: 1.037, data_time: 0.009, memory: 8470, top1_acc: 0.3201, top5_acc: 0.5758, loss_cls: 3.1273, loss: 3.1273, grad_norm: 4.1278 2020-09-11 09:18:57,661 - mmaction - INFO - Epoch [2][320/627] lr: 1.415e-02, eta: 1 day, 3:17:36, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.3146, top5_acc: 0.5855, loss_cls: 3.0834, loss: 3.0834, grad_norm: 4.0769 2020-09-11 09:19:18,339 - mmaction - INFO - Epoch [2][340/627] lr: 1.432e-02, eta: 1 day, 3:16:26, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.3145, top5_acc: 0.5764, loss_cls: 3.0911, loss: 3.0911, grad_norm: 4.1407 2020-09-11 09:19:39,009 - mmaction - INFO - Epoch [2][360/627] lr: 1.449e-02, eta: 1 day, 3:15:28, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.3167, top5_acc: 0.5807, loss_cls: 3.0927, loss: 3.0927, grad_norm: 4.1188 2020-09-11 09:19:59,697 - mmaction - INFO - Epoch [2][380/627] lr: 1.466e-02, eta: 1 day, 3:14:28, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.3275, top5_acc: 0.5809, loss_cls: 3.0688, loss: 3.0688, grad_norm: 4.1291 2020-09-11 09:20:20,487 - mmaction - INFO - Epoch [2][400/627] lr: 1.484e-02, eta: 1 day, 3:13:40, time: 1.039, data_time: 0.009, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5820, loss_cls: 3.0692, loss: 3.0692, grad_norm: 4.0913 2020-09-11 09:20:41,096 - mmaction - INFO - Epoch [2][420/627] lr: 1.501e-02, eta: 1 day, 3:12:42, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.3225, top5_acc: 0.5797, loss_cls: 3.0744, loss: 3.0744, grad_norm: 4.0922 2020-09-11 09:21:01,911 - mmaction - INFO - Epoch [2][440/627] lr: 1.518e-02, eta: 1 day, 3:11:59, time: 1.041, data_time: 0.009, memory: 8470, top1_acc: 0.3227, top5_acc: 0.5798, loss_cls: 3.0636, loss: 3.0636, grad_norm: 4.1251 2020-09-11 09:21:22,663 - mmaction - INFO - Epoch [2][460/627] lr: 1.535e-02, eta: 1 day, 3:10:57, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.3219, top5_acc: 0.5796, loss_cls: 3.1066, loss: 3.1066, grad_norm: 4.1945 2020-09-11 09:21:43,450 - mmaction - INFO - Epoch [2][480/627] lr: 1.553e-02, eta: 1 day, 3:10:29, time: 1.048, data_time: 0.013, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5850, loss_cls: 3.0569, loss: 3.0569, grad_norm: 4.1335 2020-09-11 09:22:04,315 - mmaction - INFO - Epoch [2][500/627] lr: 1.570e-02, eta: 1 day, 3:09:51, time: 1.042, data_time: 0.004, memory: 8470, top1_acc: 0.3271, top5_acc: 0.5824, loss_cls: 3.0801, loss: 3.0801, grad_norm: 4.1244 2020-09-11 09:22:25,070 - mmaction - INFO - Epoch [2][520/627] lr: 1.587e-02, eta: 1 day, 3:09:02, time: 1.035, data_time: 0.005, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5845, loss_cls: 3.0443, loss: 3.0443, grad_norm: 4.1230 2020-09-11 09:22:45,842 - mmaction - INFO - Epoch [2][540/627] lr: 1.604e-02, eta: 1 day, 3:08:10, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5889, loss_cls: 3.0393, loss: 3.0393, grad_norm: 4.1151 2020-09-11 09:23:06,683 - mmaction - INFO - Epoch [2][560/627] lr: 1.621e-02, eta: 1 day, 3:07:47, time: 1.050, data_time: 0.014, memory: 8470, top1_acc: 0.3333, top5_acc: 0.5855, loss_cls: 3.0455, loss: 3.0455, grad_norm: 4.0880 2020-09-11 09:23:27,409 - mmaction - INFO - Epoch [2][580/627] lr: 1.639e-02, eta: 1 day, 3:07:04, time: 1.038, data_time: 0.005, memory: 8470, top1_acc: 0.3284, top5_acc: 0.5841, loss_cls: 3.0641, loss: 3.0641, grad_norm: 4.1326 2020-09-11 09:23:48,193 - mmaction - INFO - Epoch [2][600/627] lr: 1.656e-02, eta: 1 day, 3:06:15, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5840, loss_cls: 3.0458, loss: 3.0458, grad_norm: 4.1231 2020-09-11 09:24:08,830 - mmaction - INFO - Epoch [2][620/627] lr: 1.673e-02, eta: 1 day, 3:05:36, time: 1.039, data_time: 0.012, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5829, loss_cls: 3.0194, loss: 3.0194, grad_norm: 4.1299 2020-09-11 09:24:46,743 - mmaction - INFO - Epoch [3][20/627] lr: 1.696e-02, eta: 1 day, 3:09:39, time: 1.606, data_time: 0.524, memory: 8470, top1_acc: 0.3306, top5_acc: 0.5895, loss_cls: 3.0516, loss: 3.0516, grad_norm: 4.1438 2020-09-11 09:25:07,434 - mmaction - INFO - Epoch [3][40/627] lr: 1.714e-02, eta: 1 day, 3:08:45, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.3443, top5_acc: 0.5947, loss_cls: 3.0131, loss: 3.0131, grad_norm: 4.0889 2020-09-11 09:25:28,300 - mmaction - INFO - Epoch [3][60/627] lr: 1.731e-02, eta: 1 day, 3:08:13, time: 1.046, data_time: 0.017, memory: 8470, top1_acc: 0.3440, top5_acc: 0.5960, loss_cls: 2.9754, loss: 2.9754, grad_norm: 4.0783 2020-09-11 09:25:49,196 - mmaction - INFO - Epoch [3][80/627] lr: 1.748e-02, eta: 1 day, 3:07:48, time: 1.050, data_time: 0.011, memory: 8470, top1_acc: 0.3434, top5_acc: 0.5889, loss_cls: 3.0200, loss: 3.0200, grad_norm: 4.0556 2020-09-11 09:26:09,933 - mmaction - INFO - Epoch [3][100/627] lr: 1.765e-02, eta: 1 day, 3:07:03, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.3434, top5_acc: 0.5949, loss_cls: 2.9762, loss: 2.9762, grad_norm: 4.0833 2020-09-11 09:26:30,703 - mmaction - INFO - Epoch [3][120/627] lr: 1.782e-02, eta: 1 day, 3:06:22, time: 1.038, data_time: 0.007, memory: 8470, top1_acc: 0.3491, top5_acc: 0.5996, loss_cls: 2.9656, loss: 2.9656, grad_norm: 4.0542 2020-09-11 09:26:51,501 - mmaction - INFO - Epoch [3][140/627] lr: 1.800e-02, eta: 1 day, 3:05:43, time: 1.039, data_time: 0.005, memory: 8470, top1_acc: 0.3400, top5_acc: 0.6017, loss_cls: 2.9709, loss: 2.9709, grad_norm: 4.0699 2020-09-11 09:27:12,380 - mmaction - INFO - Epoch [3][160/627] lr: 1.817e-02, eta: 1 day, 3:05:10, time: 1.044, data_time: 0.007, memory: 8470, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9729, loss: 2.9729, grad_norm: 4.0811 2020-09-11 09:27:33,155 - mmaction - INFO - Epoch [3][180/627] lr: 1.834e-02, eta: 1 day, 3:04:33, time: 1.040, data_time: 0.004, memory: 8470, top1_acc: 0.3513, top5_acc: 0.6038, loss_cls: 2.9639, loss: 2.9639, grad_norm: 4.0286 2020-09-11 09:27:53,978 - mmaction - INFO - Epoch [3][200/627] lr: 1.851e-02, eta: 1 day, 3:03:56, time: 1.040, data_time: 0.002, memory: 8470, top1_acc: 0.3396, top5_acc: 0.5939, loss_cls: 2.9909, loss: 2.9909, grad_norm: 4.0711 2020-09-11 09:28:14,759 - mmaction - INFO - Epoch [3][220/627] lr: 1.869e-02, eta: 1 day, 3:03:12, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.3444, top5_acc: 0.6031, loss_cls: 2.9540, loss: 2.9540, grad_norm: 4.0190 2020-09-11 09:28:35,501 - mmaction - INFO - Epoch [3][240/627] lr: 1.886e-02, eta: 1 day, 3:02:28, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.3445, top5_acc: 0.5971, loss_cls: 2.9752, loss: 2.9752, grad_norm: 4.1241 2020-09-11 09:28:56,274 - mmaction - INFO - Epoch [3][260/627] lr: 1.903e-02, eta: 1 day, 3:01:52, time: 1.040, data_time: 0.020, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5995, loss_cls: 3.0066, loss: 3.0066, grad_norm: 4.0761 2020-09-11 09:29:16,995 - mmaction - INFO - Epoch [3][280/627] lr: 1.920e-02, eta: 1 day, 3:01:13, time: 1.037, data_time: 0.012, memory: 8470, top1_acc: 0.3466, top5_acc: 0.6044, loss_cls: 2.9481, loss: 2.9481, grad_norm: 4.0149 2020-09-11 09:29:37,700 - mmaction - INFO - Epoch [3][300/627] lr: 1.938e-02, eta: 1 day, 3:00:39, time: 1.040, data_time: 0.011, memory: 8470, top1_acc: 0.3547, top5_acc: 0.6003, loss_cls: 2.9496, loss: 2.9496, grad_norm: 4.0023 2020-09-11 09:29:58,531 - mmaction - INFO - Epoch [3][320/627] lr: 1.955e-02, eta: 1 day, 3:00:05, time: 1.040, data_time: 0.016, memory: 8470, top1_acc: 0.3473, top5_acc: 0.6151, loss_cls: 2.9434, loss: 2.9434, grad_norm: 3.9840 2020-09-11 09:30:19,235 - mmaction - INFO - Epoch [3][340/627] lr: 1.972e-02, eta: 1 day, 2:59:20, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.3379, top5_acc: 0.5951, loss_cls: 3.0091, loss: 3.0091, grad_norm: 4.0934 2020-09-11 09:30:39,969 - mmaction - INFO - Epoch [3][360/627] lr: 1.989e-02, eta: 1 day, 2:58:47, time: 1.040, data_time: 0.012, memory: 8470, top1_acc: 0.3434, top5_acc: 0.5952, loss_cls: 3.0015, loss: 3.0015, grad_norm: 3.9732 2020-09-11 09:31:00,777 - mmaction - INFO - Epoch [3][380/627] lr: 2.006e-02, eta: 1 day, 2:58:17, time: 1.044, data_time: 0.013, memory: 8470, top1_acc: 0.3415, top5_acc: 0.5969, loss_cls: 3.0042, loss: 3.0042, grad_norm: 4.0012 2020-09-11 09:31:21,481 - mmaction - INFO - Epoch [3][400/627] lr: 2.024e-02, eta: 1 day, 2:57:40, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.3538, top5_acc: 0.6047, loss_cls: 2.9405, loss: 2.9405, grad_norm: 3.9669 2020-09-11 09:31:42,246 - mmaction - INFO - Epoch [3][420/627] lr: 2.041e-02, eta: 1 day, 2:57:05, time: 1.037, data_time: 0.007, memory: 8470, top1_acc: 0.3504, top5_acc: 0.6012, loss_cls: 2.9696, loss: 2.9696, grad_norm: 3.9862 2020-09-11 09:32:02,977 - mmaction - INFO - Epoch [3][440/627] lr: 2.058e-02, eta: 1 day, 2:56:22, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.3585, top5_acc: 0.6133, loss_cls: 2.9150, loss: 2.9150, grad_norm: 3.9869 2020-09-11 09:32:23,648 - mmaction - INFO - Epoch [3][460/627] lr: 2.075e-02, eta: 1 day, 2:55:49, time: 1.039, data_time: 0.012, memory: 8470, top1_acc: 0.3395, top5_acc: 0.6027, loss_cls: 2.9855, loss: 2.9855, grad_norm: 4.0389 2020-09-11 09:32:44,403 - mmaction - INFO - Epoch [3][480/627] lr: 2.093e-02, eta: 1 day, 2:55:17, time: 1.040, data_time: 0.006, memory: 8470, top1_acc: 0.3497, top5_acc: 0.6038, loss_cls: 2.9609, loss: 2.9609, grad_norm: 3.9608 2020-09-11 09:33:05,141 - mmaction - INFO - Epoch [3][500/627] lr: 2.110e-02, eta: 1 day, 2:54:32, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.3497, top5_acc: 0.6087, loss_cls: 2.9419, loss: 2.9419, grad_norm: 3.9650 2020-09-11 09:33:25,977 - mmaction - INFO - Epoch [3][520/627] lr: 2.127e-02, eta: 1 day, 2:54:14, time: 1.052, data_time: 0.016, memory: 8470, top1_acc: 0.3482, top5_acc: 0.5992, loss_cls: 2.9583, loss: 2.9583, grad_norm: 3.9159 2020-09-11 09:33:46,688 - mmaction - INFO - Epoch [3][540/627] lr: 2.144e-02, eta: 1 day, 2:53:34, time: 1.031, data_time: 0.003, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6055, loss_cls: 2.9438, loss: 2.9438, grad_norm: 3.9111 2020-09-11 09:34:07,427 - mmaction - INFO - Epoch [3][560/627] lr: 2.161e-02, eta: 1 day, 2:52:59, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.3500, top5_acc: 0.6001, loss_cls: 2.9671, loss: 2.9671, grad_norm: 3.9148 2020-09-11 09:34:28,250 - mmaction - INFO - Epoch [3][580/627] lr: 2.179e-02, eta: 1 day, 2:52:30, time: 1.041, data_time: 0.009, memory: 8470, top1_acc: 0.3424, top5_acc: 0.5975, loss_cls: 2.9780, loss: 2.9780, grad_norm: 3.9164 2020-09-11 09:34:49,060 - mmaction - INFO - Epoch [3][600/627] lr: 2.196e-02, eta: 1 day, 2:52:01, time: 1.041, data_time: 0.009, memory: 8470, top1_acc: 0.3559, top5_acc: 0.6108, loss_cls: 2.9180, loss: 2.9180, grad_norm: 3.8738 2020-09-11 09:35:09,857 - mmaction - INFO - Epoch [3][620/627] lr: 2.213e-02, eta: 1 day, 2:51:36, time: 1.044, data_time: 0.011, memory: 8470, top1_acc: 0.3538, top5_acc: 0.6018, loss_cls: 2.9387, loss: 2.9387, grad_norm: 3.9322 2020-09-11 09:35:47,885 - mmaction - INFO - Epoch [4][20/627] lr: 2.236e-02, eta: 1 day, 2:54:11, time: 1.605, data_time: 0.527, memory: 8470, top1_acc: 0.3510, top5_acc: 0.6044, loss_cls: 2.9327, loss: 2.9327, grad_norm: 3.9439 2020-09-11 09:36:08,546 - mmaction - INFO - Epoch [4][40/627] lr: 2.254e-02, eta: 1 day, 2:53:30, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.3609, top5_acc: 0.6066, loss_cls: 2.9004, loss: 2.9004, grad_norm: 3.8887 2020-09-11 09:36:29,352 - mmaction - INFO - Epoch [4][60/627] lr: 2.271e-02, eta: 1 day, 2:53:07, time: 1.048, data_time: 0.012, memory: 8470, top1_acc: 0.3615, top5_acc: 0.6138, loss_cls: 2.8789, loss: 2.8789, grad_norm: 3.9006 2020-09-11 09:36:50,177 - mmaction - INFO - Epoch [4][80/627] lr: 2.288e-02, eta: 1 day, 2:52:31, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.3637, top5_acc: 0.6189, loss_cls: 2.8822, loss: 2.8822, grad_norm: 3.8398 2020-09-11 09:37:10,913 - mmaction - INFO - Epoch [4][100/627] lr: 2.305e-02, eta: 1 day, 2:52:00, time: 1.040, data_time: 0.008, memory: 8470, top1_acc: 0.3559, top5_acc: 0.6082, loss_cls: 2.9176, loss: 2.9176, grad_norm: 3.9126 2020-09-11 09:37:31,767 - mmaction - INFO - Epoch [4][120/627] lr: 2.322e-02, eta: 1 day, 2:51:28, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.3655, top5_acc: 0.6109, loss_cls: 2.8932, loss: 2.8932, grad_norm: 3.8629 2020-09-11 09:37:52,365 - mmaction - INFO - Epoch [4][140/627] lr: 2.340e-02, eta: 1 day, 2:50:52, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9325, loss: 2.9325, grad_norm: 3.9138 2020-09-11 09:38:13,097 - mmaction - INFO - Epoch [4][160/627] lr: 2.357e-02, eta: 1 day, 2:50:22, time: 1.040, data_time: 0.008, memory: 8470, top1_acc: 0.3660, top5_acc: 0.6215, loss_cls: 2.8724, loss: 2.8724, grad_norm: 3.8685 2020-09-11 09:38:33,794 - mmaction - INFO - Epoch [4][180/627] lr: 2.374e-02, eta: 1 day, 2:49:42, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.3555, top5_acc: 0.6150, loss_cls: 2.9090, loss: 2.9090, grad_norm: 3.9118 2020-09-11 09:38:54,542 - mmaction - INFO - Epoch [4][200/627] lr: 2.391e-02, eta: 1 day, 2:49:05, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.3611, top5_acc: 0.6160, loss_cls: 2.9065, loss: 2.9065, grad_norm: 3.9216 2020-09-11 09:39:15,232 - mmaction - INFO - Epoch [4][220/627] lr: 2.409e-02, eta: 1 day, 2:48:40, time: 1.046, data_time: 0.015, memory: 8470, top1_acc: 0.3598, top5_acc: 0.6176, loss_cls: 2.8762, loss: 2.8762, grad_norm: 3.8466 2020-09-11 09:39:35,924 - mmaction - INFO - Epoch [4][240/627] lr: 2.426e-02, eta: 1 day, 2:48:04, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.3600, top5_acc: 0.6130, loss_cls: 2.8728, loss: 2.8728, grad_norm: 3.7989 2020-09-11 09:39:56,658 - mmaction - INFO - Epoch [4][260/627] lr: 2.443e-02, eta: 1 day, 2:47:30, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.9021, loss: 2.9021, grad_norm: 3.8327 2020-09-11 09:40:17,334 - mmaction - INFO - Epoch [4][280/627] lr: 2.460e-02, eta: 1 day, 2:46:59, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.3598, top5_acc: 0.6089, loss_cls: 2.8952, loss: 2.8952, grad_norm: 3.8289 2020-09-11 09:40:38,029 - mmaction - INFO - Epoch [4][300/627] lr: 2.478e-02, eta: 1 day, 2:46:26, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.3603, top5_acc: 0.6049, loss_cls: 2.9108, loss: 2.9108, grad_norm: 3.8095 2020-09-11 09:40:58,853 - mmaction - INFO - Epoch [4][320/627] lr: 2.495e-02, eta: 1 day, 2:45:59, time: 1.042, data_time: 0.014, memory: 8470, top1_acc: 0.3549, top5_acc: 0.6061, loss_cls: 2.9378, loss: 2.9378, grad_norm: 3.8690 2020-09-11 09:41:19,626 - mmaction - INFO - Epoch [4][340/627] lr: 2.512e-02, eta: 1 day, 2:45:29, time: 1.038, data_time: 0.003, memory: 8470, top1_acc: 0.3491, top5_acc: 0.6064, loss_cls: 2.9402, loss: 2.9402, grad_norm: 3.8466 2020-09-11 09:41:40,455 - mmaction - INFO - Epoch [4][360/627] lr: 2.529e-02, eta: 1 day, 2:45:00, time: 1.039, data_time: 0.004, memory: 8470, top1_acc: 0.3613, top5_acc: 0.6159, loss_cls: 2.8942, loss: 2.8942, grad_norm: 3.7775 2020-09-11 09:42:01,203 - mmaction - INFO - Epoch [4][380/627] lr: 2.546e-02, eta: 1 day, 2:44:31, time: 1.040, data_time: 0.010, memory: 8470, top1_acc: 0.3605, top5_acc: 0.6053, loss_cls: 2.9185, loss: 2.9185, grad_norm: 3.8052 2020-09-11 09:42:21,922 - mmaction - INFO - Epoch [4][400/627] lr: 2.564e-02, eta: 1 day, 2:43:55, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.3512, top5_acc: 0.6072, loss_cls: 2.9299, loss: 2.9299, grad_norm: 3.8276 2020-09-11 09:42:42,771 - mmaction - INFO - Epoch [4][420/627] lr: 2.581e-02, eta: 1 day, 2:43:34, time: 1.049, data_time: 0.010, memory: 8470, top1_acc: 0.3536, top5_acc: 0.6051, loss_cls: 2.9151, loss: 2.9151, grad_norm: 3.7627 2020-09-11 09:43:03,520 - mmaction - INFO - Epoch [4][440/627] lr: 2.598e-02, eta: 1 day, 2:43:03, time: 1.036, data_time: 0.003, memory: 8470, top1_acc: 0.3630, top5_acc: 0.6126, loss_cls: 2.9077, loss: 2.9077, grad_norm: 3.6961 2020-09-11 09:43:24,398 - mmaction - INFO - Epoch [4][460/627] lr: 2.615e-02, eta: 1 day, 2:42:33, time: 1.037, data_time: 0.004, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6184, loss_cls: 2.8873, loss: 2.8873, grad_norm: 3.7037 2020-09-11 09:43:45,158 - mmaction - INFO - Epoch [4][480/627] lr: 2.633e-02, eta: 1 day, 2:42:10, time: 1.046, data_time: 0.018, memory: 8470, top1_acc: 0.3629, top5_acc: 0.6223, loss_cls: 2.8628, loss: 2.8628, grad_norm: 3.7305 2020-09-11 09:44:05,857 - mmaction - INFO - Epoch [4][500/627] lr: 2.650e-02, eta: 1 day, 2:41:39, time: 1.036, data_time: 0.004, memory: 8470, top1_acc: 0.3608, top5_acc: 0.6121, loss_cls: 2.8866, loss: 2.8866, grad_norm: 3.7606 2020-09-11 09:44:26,746 - mmaction - INFO - Epoch [4][520/627] lr: 2.667e-02, eta: 1 day, 2:41:13, time: 1.041, data_time: 0.009, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6118, loss_cls: 2.9098, loss: 2.9098, grad_norm: 3.7904 2020-09-11 09:44:47,399 - mmaction - INFO - Epoch [4][540/627] lr: 2.684e-02, eta: 1 day, 2:40:39, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.3551, top5_acc: 0.6055, loss_cls: 2.9459, loss: 2.9459, grad_norm: 3.7578 2020-09-11 09:45:08,121 - mmaction - INFO - Epoch [4][560/627] lr: 2.701e-02, eta: 1 day, 2:40:12, time: 1.041, data_time: 0.010, memory: 8470, top1_acc: 0.3637, top5_acc: 0.6083, loss_cls: 2.9240, loss: 2.9240, grad_norm: 3.6844 2020-09-11 09:45:28,901 - mmaction - INFO - Epoch [4][580/627] lr: 2.719e-02, eta: 1 day, 2:39:45, time: 1.039, data_time: 0.003, memory: 8470, top1_acc: 0.3578, top5_acc: 0.6129, loss_cls: 2.9122, loss: 2.9122, grad_norm: 3.6617 2020-09-11 09:45:49,611 - mmaction - INFO - Epoch [4][600/627] lr: 2.736e-02, eta: 1 day, 2:39:14, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.3616, top5_acc: 0.6191, loss_cls: 2.8613, loss: 2.8613, grad_norm: 3.7167 2020-09-11 09:46:10,448 - mmaction - INFO - Epoch [4][620/627] lr: 2.753e-02, eta: 1 day, 2:38:47, time: 1.039, data_time: 0.003, memory: 8470, top1_acc: 0.3553, top5_acc: 0.6052, loss_cls: 2.9142, loss: 2.9142, grad_norm: 3.6626 2020-09-11 09:46:48,894 - mmaction - INFO - Epoch [5][20/627] lr: 2.776e-02, eta: 1 day, 2:40:56, time: 1.631, data_time: 0.531, memory: 8470, top1_acc: 0.3634, top5_acc: 0.6194, loss_cls: 2.8836, loss: 2.8836, grad_norm: 3.7216 2020-09-11 09:47:09,679 - mmaction - INFO - Epoch [5][40/627] lr: 2.794e-02, eta: 1 day, 2:40:23, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.3621, top5_acc: 0.6176, loss_cls: 2.8720, loss: 2.8720, grad_norm: 3.6625 2020-09-11 09:47:30,363 - mmaction - INFO - Epoch [5][60/627] lr: 2.811e-02, eta: 1 day, 2:39:53, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.3621, top5_acc: 0.6174, loss_cls: 2.8660, loss: 2.8660, grad_norm: 3.6750 2020-09-11 09:47:51,100 - mmaction - INFO - Epoch [5][80/627] lr: 2.828e-02, eta: 1 day, 2:39:26, time: 1.042, data_time: 0.010, memory: 8470, top1_acc: 0.3699, top5_acc: 0.6201, loss_cls: 2.8583, loss: 2.8583, grad_norm: 3.6662 2020-09-11 09:48:11,799 - mmaction - INFO - Epoch [5][100/627] lr: 2.845e-02, eta: 1 day, 2:38:49, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.3689, top5_acc: 0.6135, loss_cls: 2.8858, loss: 2.8858, grad_norm: 3.6125 2020-09-11 09:48:32,589 - mmaction - INFO - Epoch [5][120/627] lr: 2.862e-02, eta: 1 day, 2:38:28, time: 1.049, data_time: 0.013, memory: 8470, top1_acc: 0.3728, top5_acc: 0.6204, loss_cls: 2.8543, loss: 2.8543, grad_norm: 3.5969 2020-09-11 09:48:53,366 - mmaction - INFO - Epoch [5][140/627] lr: 2.880e-02, eta: 1 day, 2:37:56, time: 1.033, data_time: 0.003, memory: 8470, top1_acc: 0.3659, top5_acc: 0.6163, loss_cls: 2.8680, loss: 2.8680, grad_norm: 3.6022 2020-09-11 09:49:14,147 - mmaction - INFO - Epoch [5][160/627] lr: 2.897e-02, eta: 1 day, 2:37:24, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.3702, top5_acc: 0.6229, loss_cls: 2.8353, loss: 2.8353, grad_norm: 3.6163 2020-09-11 09:49:34,929 - mmaction - INFO - Epoch [5][180/627] lr: 2.914e-02, eta: 1 day, 2:37:03, time: 1.048, data_time: 0.015, memory: 8470, top1_acc: 0.3520, top5_acc: 0.6053, loss_cls: 2.9072, loss: 2.9072, grad_norm: 3.6692 2020-09-11 09:49:55,629 - mmaction - INFO - Epoch [5][200/627] lr: 2.931e-02, eta: 1 day, 2:36:32, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.3767, top5_acc: 0.6190, loss_cls: 2.8548, loss: 2.8548, grad_norm: 3.6103 2020-09-11 09:50:16,364 - mmaction - INFO - Epoch [5][220/627] lr: 2.949e-02, eta: 1 day, 2:36:05, time: 1.039, data_time: 0.008, memory: 8470, top1_acc: 0.3663, top5_acc: 0.6208, loss_cls: 2.8490, loss: 2.8490, grad_norm: 3.6299 2020-09-11 09:50:37,200 - mmaction - INFO - Epoch [5][240/627] lr: 2.966e-02, eta: 1 day, 2:35:37, time: 1.038, data_time: 0.004, memory: 8470, top1_acc: 0.3634, top5_acc: 0.6227, loss_cls: 2.8537, loss: 2.8537, grad_norm: 3.5422 2020-09-11 09:50:57,898 - mmaction - INFO - Epoch [5][260/627] lr: 2.983e-02, eta: 1 day, 2:35:10, time: 1.039, data_time: 0.008, memory: 8470, top1_acc: 0.3687, top5_acc: 0.6270, loss_cls: 2.8554, loss: 2.8554, grad_norm: 3.6427 2020-09-11 09:51:18,683 - mmaction - INFO - Epoch [5][280/627] lr: 3.000e-02, eta: 1 day, 2:34:41, time: 1.037, data_time: 0.004, memory: 8470, top1_acc: 0.3710, top5_acc: 0.6271, loss_cls: 2.8107, loss: 2.8107, grad_norm: 3.5591 2020-09-11 09:51:39,449 - mmaction - INFO - Epoch [5][300/627] lr: 3.018e-02, eta: 1 day, 2:34:11, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6182, loss_cls: 2.8743, loss: 2.8743, grad_norm: 3.6083 2020-09-11 09:52:00,219 - mmaction - INFO - Epoch [5][320/627] lr: 3.035e-02, eta: 1 day, 2:33:44, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.3647, top5_acc: 0.6219, loss_cls: 2.8503, loss: 2.8503, grad_norm: 3.5897 2020-09-11 09:52:20,851 - mmaction - INFO - Epoch [5][340/627] lr: 3.052e-02, eta: 1 day, 2:33:15, time: 1.037, data_time: 0.012, memory: 8470, top1_acc: 0.3681, top5_acc: 0.6152, loss_cls: 2.8804, loss: 2.8804, grad_norm: 3.5972 2020-09-11 09:52:41,775 - mmaction - INFO - Epoch [5][360/627] lr: 3.069e-02, eta: 1 day, 2:32:53, time: 1.046, data_time: 0.006, memory: 8470, top1_acc: 0.3628, top5_acc: 0.6113, loss_cls: 2.8805, loss: 2.8805, grad_norm: 3.5881 2020-09-11 09:53:02,430 - mmaction - INFO - Epoch [5][380/627] lr: 3.086e-02, eta: 1 day, 2:32:19, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.3611, top5_acc: 0.6172, loss_cls: 2.8781, loss: 2.8781, grad_norm: 3.5927 2020-09-11 09:53:23,241 - mmaction - INFO - Epoch [5][400/627] lr: 3.104e-02, eta: 1 day, 2:31:56, time: 1.045, data_time: 0.011, memory: 8470, top1_acc: 0.3566, top5_acc: 0.6115, loss_cls: 2.9027, loss: 2.9027, grad_norm: 3.6110 2020-09-11 09:53:43,982 - mmaction - INFO - Epoch [5][420/627] lr: 3.121e-02, eta: 1 day, 2:31:29, time: 1.038, data_time: 0.004, memory: 8470, top1_acc: 0.3680, top5_acc: 0.6210, loss_cls: 2.8394, loss: 2.8394, grad_norm: 3.5321 2020-09-11 09:54:04,815 - mmaction - INFO - Epoch [5][440/627] lr: 3.138e-02, eta: 1 day, 2:31:03, time: 1.040, data_time: 0.004, memory: 8470, top1_acc: 0.3695, top5_acc: 0.6237, loss_cls: 2.8426, loss: 2.8426, grad_norm: 3.4958 2020-09-11 09:54:25,608 - mmaction - INFO - Epoch [5][460/627] lr: 3.155e-02, eta: 1 day, 2:30:35, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.3660, top5_acc: 0.6167, loss_cls: 2.9064, loss: 2.9064, grad_norm: 3.4898 2020-09-11 09:54:46,383 - mmaction - INFO - Epoch [5][480/627] lr: 3.173e-02, eta: 1 day, 2:30:09, time: 1.040, data_time: 0.011, memory: 8470, top1_acc: 0.3714, top5_acc: 0.6232, loss_cls: 2.8443, loss: 2.8443, grad_norm: 3.5421 2020-09-11 09:55:07,158 - mmaction - INFO - Epoch [5][500/627] lr: 3.190e-02, eta: 1 day, 2:29:46, time: 1.044, data_time: 0.011, memory: 8470, top1_acc: 0.3632, top5_acc: 0.6089, loss_cls: 2.9067, loss: 2.9067, grad_norm: 3.4912 2020-09-11 09:55:27,849 - mmaction - INFO - Epoch [5][520/627] lr: 3.207e-02, eta: 1 day, 2:29:14, time: 1.030, data_time: 0.002, memory: 8470, top1_acc: 0.3724, top5_acc: 0.6216, loss_cls: 2.8273, loss: 2.8273, grad_norm: 3.4818 2020-09-11 09:55:48,520 - mmaction - INFO - Epoch [5][540/627] lr: 3.224e-02, eta: 1 day, 2:28:47, time: 1.037, data_time: 0.009, memory: 8470, top1_acc: 0.3603, top5_acc: 0.6124, loss_cls: 2.9076, loss: 2.9076, grad_norm: 3.5358 2020-09-11 09:56:09,333 - mmaction - INFO - Epoch [5][560/627] lr: 3.241e-02, eta: 1 day, 2:28:21, time: 1.039, data_time: 0.008, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6135, loss_cls: 2.8842, loss: 2.8842, grad_norm: 3.4902 2020-09-11 09:56:30,136 - mmaction - INFO - Epoch [5][580/627] lr: 3.259e-02, eta: 1 day, 2:27:51, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.3706, top5_acc: 0.6150, loss_cls: 2.8727, loss: 2.8727, grad_norm: 3.4805 2020-09-11 09:56:50,861 - mmaction - INFO - Epoch [5][600/627] lr: 3.276e-02, eta: 1 day, 2:27:23, time: 1.036, data_time: 0.019, memory: 8470, top1_acc: 0.3717, top5_acc: 0.6202, loss_cls: 2.8636, loss: 2.8636, grad_norm: 3.4819 2020-09-11 09:57:11,613 - mmaction - INFO - Epoch [5][620/627] lr: 3.293e-02, eta: 1 day, 2:27:01, time: 1.046, data_time: 0.015, memory: 8470, top1_acc: 0.3600, top5_acc: 0.6121, loss_cls: 2.8944, loss: 2.8944, grad_norm: 3.4696 2020-09-11 09:57:17,417 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-09-11 09:57:49,967 - mmaction - INFO - Epoch [6][20/627] lr: 3.316e-02, eta: 1 day, 2:27:38, time: 1.527, data_time: 0.469, memory: 8470, top1_acc: 0.3611, top5_acc: 0.6251, loss_cls: 2.8673, loss: 2.8673, grad_norm: 3.5065 2020-09-11 09:58:10,731 - mmaction - INFO - Epoch [6][40/627] lr: 3.334e-02, eta: 1 day, 2:27:12, time: 1.039, data_time: 0.013, memory: 8470, top1_acc: 0.3741, top5_acc: 0.6270, loss_cls: 2.8043, loss: 2.8043, grad_norm: 3.3983 2020-09-11 09:58:31,430 - mmaction - INFO - Epoch [6][60/627] lr: 3.351e-02, eta: 1 day, 2:26:43, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.3727, top5_acc: 0.6251, loss_cls: 2.8312, loss: 2.8312, grad_norm: 3.4291 2020-09-11 09:58:52,303 - mmaction - INFO - Epoch [6][80/627] lr: 3.368e-02, eta: 1 day, 2:26:23, time: 1.050, data_time: 0.013, memory: 8470, top1_acc: 0.3883, top5_acc: 0.6342, loss_cls: 2.7798, loss: 2.7798, grad_norm: 3.4694 2020-09-11 09:59:13,011 - mmaction - INFO - Epoch [6][100/627] lr: 3.385e-02, eta: 1 day, 2:25:56, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6355, loss_cls: 2.8013, loss: 2.8013, grad_norm: 3.4489 2020-09-11 09:59:33,721 - mmaction - INFO - Epoch [6][120/627] lr: 3.402e-02, eta: 1 day, 2:25:29, time: 1.038, data_time: 0.005, memory: 8470, top1_acc: 0.3760, top5_acc: 0.6250, loss_cls: 2.8223, loss: 2.8223, grad_norm: 3.4469 2020-09-11 09:59:54,582 - mmaction - INFO - Epoch [6][140/627] lr: 3.420e-02, eta: 1 day, 2:25:06, time: 1.043, data_time: 0.003, memory: 8470, top1_acc: 0.3684, top5_acc: 0.6297, loss_cls: 2.8234, loss: 2.8234, grad_norm: 3.4264 2020-09-11 10:00:15,731 - mmaction - INFO - Epoch [6][160/627] lr: 3.437e-02, eta: 1 day, 2:24:44, time: 1.047, data_time: 0.003, memory: 8470, top1_acc: 0.3737, top5_acc: 0.6208, loss_cls: 2.8443, loss: 2.8443, grad_norm: 3.4042 2020-09-11 10:00:36,417 - mmaction - INFO - Epoch [6][180/627] lr: 3.454e-02, eta: 1 day, 2:24:18, time: 1.039, data_time: 0.016, memory: 8470, top1_acc: 0.3824, top5_acc: 0.6249, loss_cls: 2.8303, loss: 2.8303, grad_norm: 3.3941 2020-09-11 10:00:57,208 - mmaction - INFO - Epoch [6][200/627] lr: 3.471e-02, eta: 1 day, 2:23:54, time: 1.041, data_time: 0.011, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6312, loss_cls: 2.8245, loss: 2.8245, grad_norm: 3.4044 2020-09-11 10:01:17,959 - mmaction - INFO - Epoch [6][220/627] lr: 3.489e-02, eta: 1 day, 2:23:29, time: 1.040, data_time: 0.008, memory: 8470, top1_acc: 0.3788, top5_acc: 0.6318, loss_cls: 2.7616, loss: 2.7616, grad_norm: 3.3129 2020-09-11 10:01:38,680 - mmaction - INFO - Epoch [6][240/627] lr: 3.506e-02, eta: 1 day, 2:23:03, time: 1.038, data_time: 0.006, memory: 8470, top1_acc: 0.3762, top5_acc: 0.6260, loss_cls: 2.8260, loss: 2.8260, grad_norm: 3.3949 2020-09-11 10:01:59,410 - mmaction - INFO - Epoch [6][260/627] lr: 3.523e-02, eta: 1 day, 2:22:35, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.3706, top5_acc: 0.6199, loss_cls: 2.8484, loss: 2.8484, grad_norm: 3.3343 2020-09-11 10:02:20,134 - mmaction - INFO - Epoch [6][280/627] lr: 3.540e-02, eta: 1 day, 2:22:09, time: 1.038, data_time: 0.005, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6236, loss_cls: 2.8111, loss: 2.8111, grad_norm: 3.3433 2020-09-11 10:02:40,955 - mmaction - INFO - Epoch [6][300/627] lr: 3.558e-02, eta: 1 day, 2:21:44, time: 1.040, data_time: 0.007, memory: 8470, top1_acc: 0.3781, top5_acc: 0.6249, loss_cls: 2.8287, loss: 2.8287, grad_norm: 3.3373 2020-09-11 10:03:01,702 - mmaction - INFO - Epoch [6][320/627] lr: 3.575e-02, eta: 1 day, 2:21:16, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.3783, top5_acc: 0.6332, loss_cls: 2.7997, loss: 2.7997, grad_norm: 3.2740 2020-09-11 10:03:22,412 - mmaction - INFO - Epoch [6][340/627] lr: 3.592e-02, eta: 1 day, 2:20:51, time: 1.039, data_time: 0.010, memory: 8470, top1_acc: 0.3861, top5_acc: 0.6353, loss_cls: 2.7598, loss: 2.7598, grad_norm: 3.3351 2020-09-11 10:03:43,269 - mmaction - INFO - Epoch [6][360/627] lr: 3.609e-02, eta: 1 day, 2:20:26, time: 1.039, data_time: 0.004, memory: 8470, top1_acc: 0.3871, top5_acc: 0.6424, loss_cls: 2.7663, loss: 2.7663, grad_norm: 3.3343 2020-09-11 10:04:04,006 - mmaction - INFO - Epoch [6][380/627] lr: 3.626e-02, eta: 1 day, 2:19:56, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.3809, top5_acc: 0.6367, loss_cls: 2.7818, loss: 2.7818, grad_norm: 3.3575 2020-09-11 10:04:24,815 - mmaction - INFO - Epoch [6][400/627] lr: 3.644e-02, eta: 1 day, 2:19:33, time: 1.044, data_time: 0.015, memory: 8470, top1_acc: 0.3699, top5_acc: 0.6204, loss_cls: 2.8357, loss: 2.8357, grad_norm: 3.3521 2020-09-11 10:04:45,532 - mmaction - INFO - Epoch [6][420/627] lr: 3.661e-02, eta: 1 day, 2:19:07, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.3655, top5_acc: 0.6264, loss_cls: 2.8482, loss: 2.8482, grad_norm: 3.3067 2020-09-11 10:05:06,359 - mmaction - INFO - Epoch [6][440/627] lr: 3.678e-02, eta: 1 day, 2:18:46, time: 1.047, data_time: 0.012, memory: 8470, top1_acc: 0.3737, top5_acc: 0.6242, loss_cls: 2.8398, loss: 2.8398, grad_norm: 3.2892 2020-09-11 10:05:27,079 - mmaction - INFO - Epoch [6][460/627] lr: 3.695e-02, eta: 1 day, 2:18:20, time: 1.038, data_time: 0.006, memory: 8470, top1_acc: 0.3691, top5_acc: 0.6232, loss_cls: 2.8307, loss: 2.8307, grad_norm: 3.2771 2020-09-11 10:05:47,942 - mmaction - INFO - Epoch [6][480/627] lr: 3.713e-02, eta: 1 day, 2:17:54, time: 1.037, data_time: 0.003, memory: 8470, top1_acc: 0.3738, top5_acc: 0.6251, loss_cls: 2.8216, loss: 2.8216, grad_norm: 3.2870 2020-09-11 10:06:08,810 - mmaction - INFO - Epoch [6][500/627] lr: 3.730e-02, eta: 1 day, 2:17:33, time: 1.046, data_time: 0.018, memory: 8470, top1_acc: 0.3747, top5_acc: 0.6233, loss_cls: 2.8381, loss: 2.8381, grad_norm: 3.3229 2020-09-11 10:06:29,584 - mmaction - INFO - Epoch [6][520/627] lr: 3.747e-02, eta: 1 day, 2:17:09, time: 1.040, data_time: 0.010, memory: 8470, top1_acc: 0.3637, top5_acc: 0.6229, loss_cls: 2.8643, loss: 2.8643, grad_norm: 3.2567 2020-09-11 10:06:50,366 - mmaction - INFO - Epoch [6][540/627] lr: 3.764e-02, eta: 1 day, 2:16:45, time: 1.041, data_time: 0.005, memory: 8470, top1_acc: 0.3691, top5_acc: 0.6275, loss_cls: 2.8444, loss: 2.8444, grad_norm: 3.2390 2020-09-11 10:07:11,144 - mmaction - INFO - Epoch [6][560/627] lr: 3.781e-02, eta: 1 day, 2:16:17, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.3642, top5_acc: 0.6193, loss_cls: 2.8429, loss: 2.8429, grad_norm: 3.2635 2020-09-11 10:07:32,004 - mmaction - INFO - Epoch [6][580/627] lr: 3.799e-02, eta: 1 day, 2:15:53, time: 1.039, data_time: 0.010, memory: 8470, top1_acc: 0.3785, top5_acc: 0.6240, loss_cls: 2.8167, loss: 2.8167, grad_norm: 3.2437 2020-09-11 10:07:52,858 - mmaction - INFO - Epoch [6][600/627] lr: 3.816e-02, eta: 1 day, 2:15:29, time: 1.041, data_time: 0.015, memory: 8470, top1_acc: 0.3807, top5_acc: 0.6277, loss_cls: 2.8213, loss: 2.8213, grad_norm: 3.1999 2020-09-11 10:08:13,627 - mmaction - INFO - Epoch [6][620/627] lr: 3.833e-02, eta: 1 day, 2:15:08, time: 1.045, data_time: 0.015, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6206, loss_cls: 2.8740, loss: 2.8740, grad_norm: 3.2268 2020-09-11 10:08:54,092 - mmaction - INFO - Epoch [7][20/627] lr: 3.856e-02, eta: 1 day, 2:16:59, time: 1.705, data_time: 0.599, memory: 8470, top1_acc: 0.3702, top5_acc: 0.6288, loss_cls: 2.8094, loss: 2.8094, grad_norm: 3.2594 2020-09-11 10:09:14,903 - mmaction - INFO - Epoch [7][40/627] lr: 3.874e-02, eta: 1 day, 2:16:34, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.3815, top5_acc: 0.6319, loss_cls: 2.7806, loss: 2.7806, grad_norm: 3.2202 2020-09-11 10:09:35,690 - mmaction - INFO - Epoch [7][60/627] lr: 3.891e-02, eta: 1 day, 2:16:07, time: 1.036, data_time: 0.007, memory: 8470, top1_acc: 0.3850, top5_acc: 0.6333, loss_cls: 2.7704, loss: 2.7704, grad_norm: 3.1521 2020-09-11 10:09:56,430 - mmaction - INFO - Epoch [7][80/627] lr: 3.908e-02, eta: 1 day, 2:15:40, time: 1.036, data_time: 0.018, memory: 8470, top1_acc: 0.3844, top5_acc: 0.6292, loss_cls: 2.8141, loss: 2.8141, grad_norm: 3.2595 2020-09-11 10:10:17,119 - mmaction - INFO - Epoch [7][100/627] lr: 3.925e-02, eta: 1 day, 2:15:16, time: 1.041, data_time: 0.009, memory: 8470, top1_acc: 0.3855, top5_acc: 0.6352, loss_cls: 2.7640, loss: 2.7640, grad_norm: 3.1449 2020-09-11 10:10:37,776 - mmaction - INFO - Epoch [7][120/627] lr: 3.942e-02, eta: 1 day, 2:14:49, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.3793, top5_acc: 0.6271, loss_cls: 2.8016, loss: 2.8016, grad_norm: 3.2296 2020-09-11 10:10:58,554 - mmaction - INFO - Epoch [7][140/627] lr: 3.960e-02, eta: 1 day, 2:14:23, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.3870, top5_acc: 0.6391, loss_cls: 2.7799, loss: 2.7799, grad_norm: 3.1473 2020-09-11 10:11:19,234 - mmaction - INFO - Epoch [7][160/627] lr: 3.977e-02, eta: 1 day, 2:13:56, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.3927, top5_acc: 0.6387, loss_cls: 2.7402, loss: 2.7402, grad_norm: 3.1756 2020-09-11 10:11:39,973 - mmaction - INFO - Epoch [7][180/627] lr: 3.994e-02, eta: 1 day, 2:13:29, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.3803, top5_acc: 0.6348, loss_cls: 2.7865, loss: 2.7865, grad_norm: 3.2046 2020-09-11 10:12:00,786 - mmaction - INFO - Epoch [7][200/627] lr: 4.011e-02, eta: 1 day, 2:13:06, time: 1.043, data_time: 0.007, memory: 8470, top1_acc: 0.3763, top5_acc: 0.6329, loss_cls: 2.7962, loss: 2.7962, grad_norm: 3.2142 2020-09-11 10:12:21,432 - mmaction - INFO - Epoch [7][220/627] lr: 4.029e-02, eta: 1 day, 2:12:37, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.3867, top5_acc: 0.6352, loss_cls: 2.7730, loss: 2.7730, grad_norm: 3.1352 2020-09-11 10:12:42,153 - mmaction - INFO - Epoch [7][240/627] lr: 4.046e-02, eta: 1 day, 2:12:12, time: 1.039, data_time: 0.009, memory: 8470, top1_acc: 0.3857, top5_acc: 0.6354, loss_cls: 2.7849, loss: 2.7849, grad_norm: 3.1676 2020-09-11 10:13:02,893 - mmaction - INFO - Epoch [7][260/627] lr: 4.063e-02, eta: 1 day, 2:11:43, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.3779, top5_acc: 0.6280, loss_cls: 2.8146, loss: 2.8146, grad_norm: 3.1542 2020-09-11 10:13:23,780 - mmaction - INFO - Epoch [7][280/627] lr: 4.080e-02, eta: 1 day, 2:11:22, time: 1.048, data_time: 0.011, memory: 8470, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7879, loss: 2.7879, grad_norm: 3.1658 2020-09-11 10:13:44,505 - mmaction - INFO - Epoch [7][300/627] lr: 4.098e-02, eta: 1 day, 2:10:57, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.8090, loss: 2.8090, grad_norm: 3.1119 2020-09-11 10:14:05,155 - mmaction - INFO - Epoch [7][320/627] lr: 4.115e-02, eta: 1 day, 2:10:30, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.3910, top5_acc: 0.6342, loss_cls: 2.7830, loss: 2.7830, grad_norm: 3.1136 2020-09-11 10:14:25,885 - mmaction - INFO - Epoch [7][340/627] lr: 4.132e-02, eta: 1 day, 2:10:05, time: 1.039, data_time: 0.005, memory: 8470, top1_acc: 0.3992, top5_acc: 0.6405, loss_cls: 2.7286, loss: 2.7286, grad_norm: 3.0663 2020-09-11 10:14:46,672 - mmaction - INFO - Epoch [7][360/627] lr: 4.149e-02, eta: 1 day, 2:09:36, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.3831, top5_acc: 0.6302, loss_cls: 2.8082, loss: 2.8082, grad_norm: 3.1380 2020-09-11 10:15:07,572 - mmaction - INFO - Epoch [7][380/627] lr: 4.166e-02, eta: 1 day, 2:09:15, time: 1.047, data_time: 0.014, memory: 8470, top1_acc: 0.3839, top5_acc: 0.6342, loss_cls: 2.7944, loss: 2.7944, grad_norm: 3.1022 2020-09-11 10:15:28,344 - mmaction - INFO - Epoch [7][400/627] lr: 4.184e-02, eta: 1 day, 2:08:50, time: 1.039, data_time: 0.010, memory: 8470, top1_acc: 0.3884, top5_acc: 0.6398, loss_cls: 2.7468, loss: 2.7468, grad_norm: 3.0271 2020-09-11 10:15:48,981 - mmaction - INFO - Epoch [7][420/627] lr: 4.201e-02, eta: 1 day, 2:08:25, time: 1.037, data_time: 0.012, memory: 8470, top1_acc: 0.3845, top5_acc: 0.6342, loss_cls: 2.7774, loss: 2.7774, grad_norm: 3.0703 2020-09-11 10:16:09,807 - mmaction - INFO - Epoch [7][440/627] lr: 4.218e-02, eta: 1 day, 2:08:02, time: 1.041, data_time: 0.004, memory: 8470, top1_acc: 0.3796, top5_acc: 0.6352, loss_cls: 2.7740, loss: 2.7740, grad_norm: 3.0881 2020-09-11 10:16:30,512 - mmaction - INFO - Epoch [7][460/627] lr: 4.235e-02, eta: 1 day, 2:07:36, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.3891, top5_acc: 0.6365, loss_cls: 2.7660, loss: 2.7660, grad_norm: 3.0395 2020-09-11 10:16:51,244 - mmaction - INFO - Epoch [7][480/627] lr: 4.253e-02, eta: 1 day, 2:07:09, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.3823, top5_acc: 0.6335, loss_cls: 2.8110, loss: 2.8110, grad_norm: 3.0424 2020-09-11 10:17:12,077 - mmaction - INFO - Epoch [7][500/627] lr: 4.270e-02, eta: 1 day, 2:06:48, time: 1.045, data_time: 0.007, memory: 8470, top1_acc: 0.3706, top5_acc: 0.6290, loss_cls: 2.8267, loss: 2.8267, grad_norm: 3.0422 2020-09-11 10:17:32,891 - mmaction - INFO - Epoch [7][520/627] lr: 4.287e-02, eta: 1 day, 2:06:24, time: 1.039, data_time: 0.003, memory: 8470, top1_acc: 0.3938, top5_acc: 0.6452, loss_cls: 2.7300, loss: 2.7300, grad_norm: 3.0185 2020-09-11 10:17:53,726 - mmaction - INFO - Epoch [7][540/627] lr: 4.304e-02, eta: 1 day, 2:05:58, time: 1.037, data_time: 0.007, memory: 8470, top1_acc: 0.3844, top5_acc: 0.6368, loss_cls: 2.7635, loss: 2.7635, grad_norm: 3.0984 2020-09-11 10:18:14,495 - mmaction - INFO - Epoch [7][560/627] lr: 4.321e-02, eta: 1 day, 2:05:32, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.3839, top5_acc: 0.6335, loss_cls: 2.7706, loss: 2.7706, grad_norm: 3.0741 2020-09-11 10:18:35,276 - mmaction - INFO - Epoch [7][580/627] lr: 4.339e-02, eta: 1 day, 2:05:11, time: 1.046, data_time: 0.015, memory: 8470, top1_acc: 0.3828, top5_acc: 0.6411, loss_cls: 2.7550, loss: 2.7550, grad_norm: 3.0694 2020-09-11 10:18:56,037 - mmaction - INFO - Epoch [7][600/627] lr: 4.356e-02, eta: 1 day, 2:04:47, time: 1.039, data_time: 0.008, memory: 8470, top1_acc: 0.3745, top5_acc: 0.6246, loss_cls: 2.8161, loss: 2.8161, grad_norm: 3.0327 2020-09-11 10:19:16,891 - mmaction - INFO - Epoch [7][620/627] lr: 4.373e-02, eta: 1 day, 2:04:23, time: 1.041, data_time: 0.007, memory: 8470, top1_acc: 0.3743, top5_acc: 0.6279, loss_cls: 2.7927, loss: 2.7927, grad_norm: 3.0318 2020-09-11 10:19:54,916 - mmaction - INFO - Epoch [8][20/627] lr: 4.396e-02, eta: 1 day, 2:05:16, time: 1.611, data_time: 0.539, memory: 8470, top1_acc: 0.3819, top5_acc: 0.6336, loss_cls: 2.7767, loss: 2.7767, grad_norm: 3.0904 2020-09-11 10:20:15,697 - mmaction - INFO - Epoch [8][40/627] lr: 4.414e-02, eta: 1 day, 2:04:51, time: 1.040, data_time: 0.011, memory: 8470, top1_acc: 0.3866, top5_acc: 0.6379, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.9870 2020-09-11 10:20:36,601 - mmaction - INFO - Epoch [8][60/627] lr: 4.431e-02, eta: 1 day, 2:04:30, time: 1.045, data_time: 0.008, memory: 8470, top1_acc: 0.3992, top5_acc: 0.6510, loss_cls: 2.7058, loss: 2.7058, grad_norm: 3.0149 2020-09-11 10:20:57,512 - mmaction - INFO - Epoch [8][80/627] lr: 4.448e-02, eta: 1 day, 2:04:08, time: 1.046, data_time: 0.005, memory: 8470, top1_acc: 0.3954, top5_acc: 0.6419, loss_cls: 2.7350, loss: 2.7350, grad_norm: 3.0424 2020-09-11 10:21:18,359 - mmaction - INFO - Epoch [8][100/627] lr: 4.465e-02, eta: 1 day, 2:03:41, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.3891, top5_acc: 0.6419, loss_cls: 2.7377, loss: 2.7377, grad_norm: 3.0314 2020-09-11 10:21:39,226 - mmaction - INFO - Epoch [8][120/627] lr: 4.482e-02, eta: 1 day, 2:03:23, time: 1.055, data_time: 0.020, memory: 8470, top1_acc: 0.3871, top5_acc: 0.6336, loss_cls: 2.7619, loss: 2.7619, grad_norm: 3.0140 2020-09-11 10:21:59,996 - mmaction - INFO - Epoch [8][140/627] lr: 4.500e-02, eta: 1 day, 2:02:54, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.3949, top5_acc: 0.6398, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.9857 2020-09-11 10:22:20,829 - mmaction - INFO - Epoch [8][160/627] lr: 4.517e-02, eta: 1 day, 2:02:35, time: 1.053, data_time: 0.018, memory: 8470, top1_acc: 0.3833, top5_acc: 0.6492, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.9239 2020-09-11 10:22:41,612 - mmaction - INFO - Epoch [8][180/627] lr: 4.534e-02, eta: 1 day, 2:02:09, time: 1.035, data_time: 0.005, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6452, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.9660 2020-09-11 10:23:02,391 - mmaction - INFO - Epoch [8][200/627] lr: 4.551e-02, eta: 1 day, 2:01:45, time: 1.039, data_time: 0.010, memory: 8470, top1_acc: 0.3790, top5_acc: 0.6305, loss_cls: 2.7900, loss: 2.7900, grad_norm: 3.0199 2020-09-11 10:23:23,085 - mmaction - INFO - Epoch [8][220/627] lr: 4.569e-02, eta: 1 day, 2:01:19, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.3995, top5_acc: 0.6383, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.9402 2020-09-11 10:23:43,851 - mmaction - INFO - Epoch [8][240/627] lr: 4.586e-02, eta: 1 day, 2:00:54, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.3828, top5_acc: 0.6395, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.9547 2020-09-11 10:24:04,720 - mmaction - INFO - Epoch [8][260/627] lr: 4.603e-02, eta: 1 day, 2:00:32, time: 1.045, data_time: 0.015, memory: 8470, top1_acc: 0.3835, top5_acc: 0.6311, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.9138 2020-09-11 10:24:25,552 - mmaction - INFO - Epoch [8][280/627] lr: 4.620e-02, eta: 1 day, 2:00:10, time: 1.044, data_time: 0.010, memory: 8470, top1_acc: 0.3975, top5_acc: 0.6551, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.9253 2020-09-11 10:24:46,281 - mmaction - INFO - Epoch [8][300/627] lr: 4.638e-02, eta: 1 day, 1:59:45, time: 1.037, data_time: 0.009, memory: 8470, top1_acc: 0.3883, top5_acc: 0.6385, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.9586 2020-09-11 10:25:07,055 - mmaction - INFO - Epoch [8][320/627] lr: 4.655e-02, eta: 1 day, 1:59:21, time: 1.041, data_time: 0.012, memory: 8470, top1_acc: 0.3878, top5_acc: 0.6339, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.9159 2020-09-11 10:25:27,896 - mmaction - INFO - Epoch [8][340/627] lr: 4.672e-02, eta: 1 day, 1:58:58, time: 1.040, data_time: 0.006, memory: 8470, top1_acc: 0.3833, top5_acc: 0.6414, loss_cls: 2.7601, loss: 2.7601, grad_norm: 2.9826 2020-09-11 10:25:48,722 - mmaction - INFO - Epoch [8][360/627] lr: 4.689e-02, eta: 1 day, 1:58:35, time: 1.044, data_time: 0.005, memory: 8470, top1_acc: 0.3997, top5_acc: 0.6401, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.9306 2020-09-11 10:26:09,440 - mmaction - INFO - Epoch [8][380/627] lr: 4.706e-02, eta: 1 day, 1:58:09, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.3898, top5_acc: 0.6323, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.9061 2020-09-11 10:26:30,137 - mmaction - INFO - Epoch [8][400/627] lr: 4.724e-02, eta: 1 day, 1:57:43, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.3880, top5_acc: 0.6436, loss_cls: 2.7278, loss: 2.7278, grad_norm: 2.9175 2020-09-11 10:26:50,891 - mmaction - INFO - Epoch [8][420/627] lr: 4.741e-02, eta: 1 day, 1:57:18, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.3999, top5_acc: 0.6367, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.9199 2020-09-11 10:27:11,539 - mmaction - INFO - Epoch [8][440/627] lr: 4.758e-02, eta: 1 day, 1:56:53, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.3889, top5_acc: 0.6374, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.8697 2020-09-11 10:27:32,354 - mmaction - INFO - Epoch [8][460/627] lr: 4.775e-02, eta: 1 day, 1:56:30, time: 1.041, data_time: 0.011, memory: 8470, top1_acc: 0.3909, top5_acc: 0.6466, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.9169 2020-09-11 10:27:53,125 - mmaction - INFO - Epoch [8][480/627] lr: 4.793e-02, eta: 1 day, 1:56:06, time: 1.040, data_time: 0.008, memory: 8470, top1_acc: 0.3798, top5_acc: 0.6315, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.8992 2020-09-11 10:28:13,974 - mmaction - INFO - Epoch [8][500/627] lr: 4.810e-02, eta: 1 day, 1:55:43, time: 1.042, data_time: 0.006, memory: 8470, top1_acc: 0.3870, top5_acc: 0.6368, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.9105 2020-09-11 10:28:34,821 - mmaction - INFO - Epoch [8][520/627] lr: 4.827e-02, eta: 1 day, 1:55:20, time: 1.039, data_time: 0.010, memory: 8470, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.8343 2020-09-11 10:28:55,496 - mmaction - INFO - Epoch [8][540/627] lr: 4.844e-02, eta: 1 day, 1:54:55, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.3845, top5_acc: 0.6371, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.8551 2020-09-11 10:29:16,290 - mmaction - INFO - Epoch [8][560/627] lr: 4.861e-02, eta: 1 day, 1:54:32, time: 1.042, data_time: 0.009, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6417, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.8535 2020-09-11 10:29:37,130 - mmaction - INFO - Epoch [8][580/627] lr: 4.879e-02, eta: 1 day, 1:54:09, time: 1.041, data_time: 0.004, memory: 8470, top1_acc: 0.3962, top5_acc: 0.6432, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.8364 2020-09-11 10:29:57,984 - mmaction - INFO - Epoch [8][600/627] lr: 4.896e-02, eta: 1 day, 1:53:42, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.3914, top5_acc: 0.6397, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.8547 2020-09-11 10:30:18,810 - mmaction - INFO - Epoch [8][620/627] lr: 4.913e-02, eta: 1 day, 1:53:23, time: 1.051, data_time: 0.020, memory: 8470, top1_acc: 0.3957, top5_acc: 0.6415, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.8086 2020-09-11 10:30:57,180 - mmaction - INFO - Epoch [9][20/627] lr: 4.936e-02, eta: 1 day, 1:54:10, time: 1.627, data_time: 0.557, memory: 8470, top1_acc: 0.3949, top5_acc: 0.6413, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.8624 2020-09-11 10:31:17,901 - mmaction - INFO - Epoch [9][40/627] lr: 4.954e-02, eta: 1 day, 1:53:45, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.4010, top5_acc: 0.6508, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.8283 2020-09-11 10:31:38,633 - mmaction - INFO - Epoch [9][60/627] lr: 4.971e-02, eta: 1 day, 1:53:20, time: 1.039, data_time: 0.013, memory: 8470, top1_acc: 0.4048, top5_acc: 0.6548, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.8309 2020-09-11 10:31:59,445 - mmaction - INFO - Epoch [9][80/627] lr: 4.988e-02, eta: 1 day, 1:52:57, time: 1.040, data_time: 0.014, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6509, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.8268 2020-09-11 10:32:20,173 - mmaction - INFO - Epoch [9][100/627] lr: 5.005e-02, eta: 1 day, 1:52:34, time: 1.042, data_time: 0.008, memory: 8470, top1_acc: 0.3862, top5_acc: 0.6501, loss_cls: 2.7267, loss: 2.7267, grad_norm: 2.8759 2020-09-11 10:32:40,888 - mmaction - INFO - Epoch [9][120/627] lr: 5.022e-02, eta: 1 day, 1:52:08, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.3900, top5_acc: 0.6422, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.8207 2020-09-11 10:33:01,665 - mmaction - INFO - Epoch [9][140/627] lr: 5.040e-02, eta: 1 day, 1:51:45, time: 1.041, data_time: 0.005, memory: 8470, top1_acc: 0.3909, top5_acc: 0.6427, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.7897 2020-09-11 10:33:22,467 - mmaction - INFO - Epoch [9][160/627] lr: 5.057e-02, eta: 1 day, 1:51:21, time: 1.040, data_time: 0.005, memory: 8470, top1_acc: 0.3910, top5_acc: 0.6366, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.8005 2020-09-11 10:33:43,337 - mmaction - INFO - Epoch [9][180/627] lr: 5.074e-02, eta: 1 day, 1:50:57, time: 1.036, data_time: 0.005, memory: 8470, top1_acc: 0.3927, top5_acc: 0.6418, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.8100 2020-09-11 10:34:04,141 - mmaction - INFO - Epoch [9][200/627] lr: 5.091e-02, eta: 1 day, 1:50:36, time: 1.047, data_time: 0.012, memory: 8470, top1_acc: 0.4025, top5_acc: 0.6518, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.8003 2020-09-11 10:34:24,850 - mmaction - INFO - Epoch [9][220/627] lr: 5.109e-02, eta: 1 day, 1:50:09, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.3996, top5_acc: 0.6411, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.7910 2020-09-11 10:34:45,595 - mmaction - INFO - Epoch [9][240/627] lr: 5.126e-02, eta: 1 day, 1:49:43, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6462, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.7755 2020-09-11 10:35:06,350 - mmaction - INFO - Epoch [9][260/627] lr: 5.143e-02, eta: 1 day, 1:49:22, time: 1.047, data_time: 0.013, memory: 8470, top1_acc: 0.3967, top5_acc: 0.6421, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.7510 2020-09-11 10:35:27,014 - mmaction - INFO - Epoch [9][280/627] lr: 5.160e-02, eta: 1 day, 1:48:56, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4043, top5_acc: 0.6492, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.7399 2020-09-11 10:35:47,784 - mmaction - INFO - Epoch [9][300/627] lr: 5.178e-02, eta: 1 day, 1:48:30, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.7613 2020-09-11 10:36:08,537 - mmaction - INFO - Epoch [9][320/627] lr: 5.195e-02, eta: 1 day, 1:48:06, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.4089, top5_acc: 0.6514, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.7338 2020-09-11 10:36:29,224 - mmaction - INFO - Epoch [9][340/627] lr: 5.212e-02, eta: 1 day, 1:47:44, time: 1.044, data_time: 0.011, memory: 8470, top1_acc: 0.3896, top5_acc: 0.6404, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.7884 2020-09-11 10:36:50,073 - mmaction - INFO - Epoch [9][360/627] lr: 5.229e-02, eta: 1 day, 1:47:18, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6427, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.7306 2020-09-11 10:37:10,943 - mmaction - INFO - Epoch [9][380/627] lr: 5.246e-02, eta: 1 day, 1:46:59, time: 1.054, data_time: 0.014, memory: 8470, top1_acc: 0.3840, top5_acc: 0.6422, loss_cls: 2.7393, loss: 2.7393, grad_norm: 2.7567 2020-09-11 10:37:31,690 - mmaction - INFO - Epoch [9][400/627] lr: 5.264e-02, eta: 1 day, 1:46:35, time: 1.038, data_time: 0.004, memory: 8470, top1_acc: 0.3948, top5_acc: 0.6402, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.7683 2020-09-11 10:37:52,388 - mmaction - INFO - Epoch [9][420/627] lr: 5.281e-02, eta: 1 day, 1:46:07, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.3936, top5_acc: 0.6469, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.7385 2020-09-11 10:38:13,198 - mmaction - INFO - Epoch [9][440/627] lr: 5.298e-02, eta: 1 day, 1:45:46, time: 1.048, data_time: 0.015, memory: 8470, top1_acc: 0.3949, top5_acc: 0.6469, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.7656 2020-09-11 10:38:33,969 - mmaction - INFO - Epoch [9][460/627] lr: 5.315e-02, eta: 1 day, 1:45:21, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.3845, top5_acc: 0.6491, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.7162 2020-09-11 10:38:54,650 - mmaction - INFO - Epoch [9][480/627] lr: 5.333e-02, eta: 1 day, 1:44:58, time: 1.041, data_time: 0.017, memory: 8470, top1_acc: 0.4030, top5_acc: 0.6441, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.7362 2020-09-11 10:39:15,336 - mmaction - INFO - Epoch [9][500/627] lr: 5.350e-02, eta: 1 day, 1:44:32, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.3965, top5_acc: 0.6408, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.7178 2020-09-11 10:39:36,056 - mmaction - INFO - Epoch [9][520/627] lr: 5.367e-02, eta: 1 day, 1:44:06, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.3967, top5_acc: 0.6387, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.7423 2020-09-11 10:39:56,880 - mmaction - INFO - Epoch [9][540/627] lr: 5.384e-02, eta: 1 day, 1:43:45, time: 1.046, data_time: 0.015, memory: 8470, top1_acc: 0.4038, top5_acc: 0.6451, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.6994 2020-09-11 10:40:17,687 - mmaction - INFO - Epoch [9][560/627] lr: 5.401e-02, eta: 1 day, 1:43:23, time: 1.044, data_time: 0.008, memory: 8470, top1_acc: 0.3951, top5_acc: 0.6443, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.6854 2020-09-11 10:40:38,375 - mmaction - INFO - Epoch [9][580/627] lr: 5.419e-02, eta: 1 day, 1:42:58, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6453, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.7162 2020-09-11 10:40:59,202 - mmaction - INFO - Epoch [9][600/627] lr: 5.436e-02, eta: 1 day, 1:42:34, time: 1.036, data_time: 0.004, memory: 8470, top1_acc: 0.3970, top5_acc: 0.6435, loss_cls: 2.7168, loss: 2.7168, grad_norm: 2.6899 2020-09-11 10:41:19,911 - mmaction - INFO - Epoch [9][620/627] lr: 5.453e-02, eta: 1 day, 1:42:11, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.3926, top5_acc: 0.6414, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.6687 2020-09-11 10:41:57,947 - mmaction - INFO - Epoch [10][20/627] lr: 5.476e-02, eta: 1 day, 1:42:45, time: 1.613, data_time: 0.477, memory: 8470, top1_acc: 0.3954, top5_acc: 0.6478, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.6573 2020-09-11 10:42:18,836 - mmaction - INFO - Epoch [10][40/627] lr: 5.494e-02, eta: 1 day, 1:42:22, time: 1.043, data_time: 0.008, memory: 8470, top1_acc: 0.4091, top5_acc: 0.6523, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.6433 2020-09-11 10:42:39,540 - mmaction - INFO - Epoch [10][60/627] lr: 5.511e-02, eta: 1 day, 1:41:57, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.4012, top5_acc: 0.6417, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.6522 2020-09-11 10:43:00,316 - mmaction - INFO - Epoch [10][80/627] lr: 5.528e-02, eta: 1 day, 1:41:32, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.4009, top5_acc: 0.6530, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.6159 2020-09-11 10:43:21,267 - mmaction - INFO - Epoch [10][100/627] lr: 5.545e-02, eta: 1 day, 1:41:13, time: 1.053, data_time: 0.014, memory: 8470, top1_acc: 0.4060, top5_acc: 0.6565, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.6415 2020-09-11 10:43:42,104 - mmaction - INFO - Epoch [10][120/627] lr: 5.562e-02, eta: 1 day, 1:40:51, time: 1.047, data_time: 0.009, memory: 8470, top1_acc: 0.4069, top5_acc: 0.6543, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.6549 2020-09-11 10:44:02,750 - mmaction - INFO - Epoch [10][140/627] lr: 5.580e-02, eta: 1 day, 1:40:26, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.4038, top5_acc: 0.6503, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.6707 2020-09-11 10:44:23,474 - mmaction - INFO - Epoch [10][160/627] lr: 5.597e-02, eta: 1 day, 1:40:01, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.4026, top5_acc: 0.6522, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.6250 2020-09-11 10:44:44,177 - mmaction - INFO - Epoch [10][180/627] lr: 5.614e-02, eta: 1 day, 1:39:36, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.4007, top5_acc: 0.6525, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.6372 2020-09-11 10:45:04,881 - mmaction - INFO - Epoch [10][200/627] lr: 5.631e-02, eta: 1 day, 1:39:13, time: 1.040, data_time: 0.008, memory: 8470, top1_acc: 0.4031, top5_acc: 0.6496, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.6429 2020-09-11 10:45:25,737 - mmaction - INFO - Epoch [10][220/627] lr: 5.649e-02, eta: 1 day, 1:38:48, time: 1.035, data_time: 0.003, memory: 8470, top1_acc: 0.3980, top5_acc: 0.6549, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.6580 2020-09-11 10:45:46,502 - mmaction - INFO - Epoch [10][240/627] lr: 5.666e-02, eta: 1 day, 1:38:26, time: 1.045, data_time: 0.011, memory: 8470, top1_acc: 0.4016, top5_acc: 0.6483, loss_cls: 2.6970, loss: 2.6970, grad_norm: 2.6544 2020-09-11 10:46:07,211 - mmaction - INFO - Epoch [10][260/627] lr: 5.683e-02, eta: 1 day, 1:38:01, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.3936, top5_acc: 0.6464, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.6364 2020-09-11 10:46:27,893 - mmaction - INFO - Epoch [10][280/627] lr: 5.700e-02, eta: 1 day, 1:37:37, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.4020, top5_acc: 0.6417, loss_cls: 2.7180, loss: 2.7180, grad_norm: 2.6125 2020-09-11 10:46:48,805 - mmaction - INFO - Epoch [10][300/627] lr: 5.718e-02, eta: 1 day, 1:37:15, time: 1.043, data_time: 0.007, memory: 8470, top1_acc: 0.4010, top5_acc: 0.6522, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.6404 2020-09-11 10:47:09,566 - mmaction - INFO - Epoch [10][320/627] lr: 5.735e-02, eta: 1 day, 1:36:51, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.3979, top5_acc: 0.6487, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.6280 2020-09-11 10:47:30,337 - mmaction - INFO - Epoch [10][340/627] lr: 5.752e-02, eta: 1 day, 1:36:27, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.3967, top5_acc: 0.6470, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.5932 2020-09-11 10:47:51,100 - mmaction - INFO - Epoch [10][360/627] lr: 5.769e-02, eta: 1 day, 1:36:06, time: 1.047, data_time: 0.015, memory: 8470, top1_acc: 0.3926, top5_acc: 0.6410, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.6175 2020-09-11 10:48:11,692 - mmaction - INFO - Epoch [10][380/627] lr: 5.786e-02, eta: 1 day, 1:35:39, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.3871, top5_acc: 0.6443, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.6131 2020-09-11 10:48:32,445 - mmaction - INFO - Epoch [10][400/627] lr: 5.804e-02, eta: 1 day, 1:35:15, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.4007, top5_acc: 0.6499, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.5723 2020-09-11 10:48:53,092 - mmaction - INFO - Epoch [10][420/627] lr: 5.821e-02, eta: 1 day, 1:34:51, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.4108, top5_acc: 0.6577, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.6036 2020-09-11 10:49:13,895 - mmaction - INFO - Epoch [10][440/627] lr: 5.838e-02, eta: 1 day, 1:34:28, time: 1.041, data_time: 0.005, memory: 8470, top1_acc: 0.3969, top5_acc: 0.6517, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.6033 2020-09-11 10:49:34,767 - mmaction - INFO - Epoch [10][460/627] lr: 5.855e-02, eta: 1 day, 1:34:04, time: 1.036, data_time: 0.003, memory: 8470, top1_acc: 0.3996, top5_acc: 0.6539, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.5858 2020-09-11 10:49:55,541 - mmaction - INFO - Epoch [10][480/627] lr: 5.873e-02, eta: 1 day, 1:33:41, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.3969, top5_acc: 0.6435, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.5822 2020-09-11 10:50:16,353 - mmaction - INFO - Epoch [10][500/627] lr: 5.890e-02, eta: 1 day, 1:33:19, time: 1.042, data_time: 0.013, memory: 8470, top1_acc: 0.4094, top5_acc: 0.6552, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.5633 2020-09-11 10:50:37,133 - mmaction - INFO - Epoch [10][520/627] lr: 5.907e-02, eta: 1 day, 1:32:56, time: 1.041, data_time: 0.010, memory: 8470, top1_acc: 0.4083, top5_acc: 0.6586, loss_cls: 2.6464, loss: 2.6464, grad_norm: 2.5984 2020-09-11 10:50:57,793 - mmaction - INFO - Epoch [10][540/627] lr: 5.924e-02, eta: 1 day, 1:32:32, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.4014, top5_acc: 0.6501, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.5891 2020-09-11 10:51:18,515 - mmaction - INFO - Epoch [10][560/627] lr: 5.941e-02, eta: 1 day, 1:32:09, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.3973, top5_acc: 0.6415, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.5595 2020-09-11 10:51:39,259 - mmaction - INFO - Epoch [10][580/627] lr: 5.959e-02, eta: 1 day, 1:31:43, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.3988, top5_acc: 0.6453, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.5566 2020-09-11 10:51:59,963 - mmaction - INFO - Epoch [10][600/627] lr: 5.976e-02, eta: 1 day, 1:31:18, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.4091, top5_acc: 0.6499, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.5342 2020-09-11 10:52:20,652 - mmaction - INFO - Epoch [10][620/627] lr: 5.993e-02, eta: 1 day, 1:30:54, time: 1.037, data_time: 0.021, memory: 8470, top1_acc: 0.3996, top5_acc: 0.6556, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.5636 2020-09-11 10:52:26,377 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-09-11 10:52:58,395 - mmaction - INFO - Epoch [11][20/627] lr: 6.000e-02, eta: 1 day, 1:30:58, time: 1.528, data_time: 0.446, memory: 8470, top1_acc: 0.4017, top5_acc: 0.6448, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.5762 2020-09-11 10:53:19,131 - mmaction - INFO - Epoch [11][40/627] lr: 6.000e-02, eta: 1 day, 1:30:35, time: 1.037, data_time: 0.006, memory: 8470, top1_acc: 0.3965, top5_acc: 0.6488, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.5561 2020-09-11 10:53:39,887 - mmaction - INFO - Epoch [11][60/627] lr: 6.000e-02, eta: 1 day, 1:30:10, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.4125, top5_acc: 0.6638, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.5404 2020-09-11 10:54:00,695 - mmaction - INFO - Epoch [11][80/627] lr: 6.000e-02, eta: 1 day, 1:29:48, time: 1.042, data_time: 0.010, memory: 8470, top1_acc: 0.4188, top5_acc: 0.6587, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.4728 2020-09-11 10:54:21,529 - mmaction - INFO - Epoch [11][100/627] lr: 6.000e-02, eta: 1 day, 1:29:25, time: 1.040, data_time: 0.008, memory: 8470, top1_acc: 0.4086, top5_acc: 0.6544, loss_cls: 2.6576, loss: 2.6576, grad_norm: 2.5360 2020-09-11 10:54:42,353 - mmaction - INFO - Epoch [11][120/627] lr: 6.000e-02, eta: 1 day, 1:29:04, time: 1.046, data_time: 0.009, memory: 8470, top1_acc: 0.4120, top5_acc: 0.6612, loss_cls: 2.6301, loss: 2.6301, grad_norm: 2.5507 2020-09-11 10:55:03,035 - mmaction - INFO - Epoch [11][140/627] lr: 6.000e-02, eta: 1 day, 1:28:39, time: 1.031, data_time: 0.003, memory: 8470, top1_acc: 0.4008, top5_acc: 0.6600, loss_cls: 2.6576, loss: 2.6576, grad_norm: 2.5665 2020-09-11 10:55:23,759 - mmaction - INFO - Epoch [11][160/627] lr: 6.000e-02, eta: 1 day, 1:28:14, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.4193, top5_acc: 0.6646, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.4972 2020-09-11 10:55:44,485 - mmaction - INFO - Epoch [11][180/627] lr: 6.000e-02, eta: 1 day, 1:27:52, time: 1.046, data_time: 0.013, memory: 8470, top1_acc: 0.4163, top5_acc: 0.6694, loss_cls: 2.6160, loss: 2.6160, grad_norm: 2.5513 2020-09-11 10:56:05,311 - mmaction - INFO - Epoch [11][200/627] lr: 6.000e-02, eta: 1 day, 1:27:28, time: 1.035, data_time: 0.003, memory: 8470, top1_acc: 0.4026, top5_acc: 0.6613, loss_cls: 2.6434, loss: 2.6434, grad_norm: 2.5526 2020-09-11 10:56:26,042 - mmaction - INFO - Epoch [11][220/627] lr: 6.000e-02, eta: 1 day, 1:27:05, time: 1.038, data_time: 0.017, memory: 8470, top1_acc: 0.4012, top5_acc: 0.6542, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.5363 2020-09-11 10:56:46,769 - mmaction - INFO - Epoch [11][240/627] lr: 6.000e-02, eta: 1 day, 1:26:41, time: 1.037, data_time: 0.014, memory: 8470, top1_acc: 0.4104, top5_acc: 0.6531, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.5133 2020-09-11 10:57:07,487 - mmaction - INFO - Epoch [11][260/627] lr: 6.000e-02, eta: 1 day, 1:26:17, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.4130, top5_acc: 0.6552, loss_cls: 2.6463, loss: 2.6463, grad_norm: 2.5328 2020-09-11 10:57:28,233 - mmaction - INFO - Epoch [11][280/627] lr: 6.000e-02, eta: 1 day, 1:25:53, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.4031, top5_acc: 0.6549, loss_cls: 2.6561, loss: 2.6561, grad_norm: 2.4682 2020-09-11 10:57:49,032 - mmaction - INFO - Epoch [11][300/627] lr: 6.000e-02, eta: 1 day, 1:25:33, time: 1.049, data_time: 0.014, memory: 8470, top1_acc: 0.3999, top5_acc: 0.6579, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.5270 2020-09-11 10:58:09,679 - mmaction - INFO - Epoch [11][320/627] lr: 6.000e-02, eta: 1 day, 1:25:06, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.4057, top5_acc: 0.6589, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.5372 2020-09-11 10:58:30,451 - mmaction - INFO - Epoch [11][340/627] lr: 6.000e-02, eta: 1 day, 1:24:44, time: 1.041, data_time: 0.011, memory: 8470, top1_acc: 0.4116, top5_acc: 0.6632, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.4504 2020-09-11 10:58:51,219 - mmaction - INFO - Epoch [11][360/627] lr: 6.000e-02, eta: 1 day, 1:24:22, time: 1.041, data_time: 0.010, memory: 8470, top1_acc: 0.4070, top5_acc: 0.6557, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.4916 2020-09-11 10:59:12,031 - mmaction - INFO - Epoch [11][380/627] lr: 6.000e-02, eta: 1 day, 1:23:59, time: 1.038, data_time: 0.006, memory: 8470, top1_acc: 0.4085, top5_acc: 0.6566, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.4652 2020-09-11 10:59:32,760 - mmaction - INFO - Epoch [11][400/627] lr: 6.000e-02, eta: 1 day, 1:23:36, time: 1.041, data_time: 0.009, memory: 8470, top1_acc: 0.4142, top5_acc: 0.6676, loss_cls: 2.6165, loss: 2.6165, grad_norm: 2.4500 2020-09-11 10:59:53,385 - mmaction - INFO - Epoch [11][420/627] lr: 6.000e-02, eta: 1 day, 1:23:11, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4113, top5_acc: 0.6560, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.4635 2020-09-11 11:00:14,248 - mmaction - INFO - Epoch [11][440/627] lr: 6.000e-02, eta: 1 day, 1:22:48, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.4190, top5_acc: 0.6632, loss_cls: 2.6053, loss: 2.6053, grad_norm: 2.4692 2020-09-11 11:00:35,077 - mmaction - INFO - Epoch [11][460/627] lr: 6.000e-02, eta: 1 day, 1:22:28, time: 1.051, data_time: 0.012, memory: 8470, top1_acc: 0.4112, top5_acc: 0.6645, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.5222 2020-09-11 11:00:55,897 - mmaction - INFO - Epoch [11][480/627] lr: 6.000e-02, eta: 1 day, 1:22:05, time: 1.039, data_time: 0.004, memory: 8470, top1_acc: 0.4128, top5_acc: 0.6594, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.4737 2020-09-11 11:01:16,630 - mmaction - INFO - Epoch [11][500/627] lr: 6.000e-02, eta: 1 day, 1:21:42, time: 1.037, data_time: 0.005, memory: 8470, top1_acc: 0.4214, top5_acc: 0.6577, loss_cls: 2.6271, loss: 2.6271, grad_norm: 2.4321 2020-09-11 11:01:37,348 - mmaction - INFO - Epoch [11][520/627] lr: 6.000e-02, eta: 1 day, 1:21:18, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.4182, top5_acc: 0.6616, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.4651 2020-09-11 11:01:58,130 - mmaction - INFO - Epoch [11][540/627] lr: 6.000e-02, eta: 1 day, 1:20:56, time: 1.041, data_time: 0.007, memory: 8470, top1_acc: 0.4074, top5_acc: 0.6635, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.4903 2020-09-11 11:02:18,876 - mmaction - INFO - Epoch [11][560/627] lr: 6.000e-02, eta: 1 day, 1:20:32, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.4138, top5_acc: 0.6579, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.4908 2020-09-11 11:02:39,560 - mmaction - INFO - Epoch [11][580/627] lr: 6.000e-02, eta: 1 day, 1:20:08, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.4148, top5_acc: 0.6611, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.4676 2020-09-11 11:03:00,276 - mmaction - INFO - Epoch [11][600/627] lr: 6.000e-02, eta: 1 day, 1:19:45, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.4174, top5_acc: 0.6677, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.4443 2020-09-11 11:03:20,941 - mmaction - INFO - Epoch [11][620/627] lr: 6.000e-02, eta: 1 day, 1:19:20, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.4186, top5_acc: 0.6733, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.4477 2020-09-11 11:04:15,745 - mmaction - INFO - Epoch [12][20/627] lr: 6.000e-02, eta: 1 day, 1:21:51, time: 2.123, data_time: 1.049, memory: 8470, top1_acc: 0.4135, top5_acc: 0.6624, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.4917 2020-09-11 11:04:36,350 - mmaction - INFO - Epoch [12][40/627] lr: 6.000e-02, eta: 1 day, 1:21:27, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.4223, top5_acc: 0.6743, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.4519 2020-09-11 11:04:56,961 - mmaction - INFO - Epoch [12][60/627] lr: 6.000e-02, eta: 1 day, 1:21:02, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.4160, top5_acc: 0.6684, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.4923 2020-09-11 11:05:17,566 - mmaction - INFO - Epoch [12][80/627] lr: 6.000e-02, eta: 1 day, 1:20:36, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.4172, top5_acc: 0.6566, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.4586 2020-09-11 11:05:38,154 - mmaction - INFO - Epoch [12][100/627] lr: 6.000e-02, eta: 1 day, 1:20:10, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.4167, top5_acc: 0.6647, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.4720 2020-09-11 11:05:58,824 - mmaction - INFO - Epoch [12][120/627] lr: 6.000e-02, eta: 1 day, 1:19:45, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4193, top5_acc: 0.6642, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.4366 2020-09-11 11:06:19,373 - mmaction - INFO - Epoch [12][140/627] lr: 6.000e-02, eta: 1 day, 1:19:19, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.4094, top5_acc: 0.6607, loss_cls: 2.6265, loss: 2.6265, grad_norm: 2.4780 2020-09-11 11:06:39,940 - mmaction - INFO - Epoch [12][160/627] lr: 6.000e-02, eta: 1 day, 1:18:55, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.4129, top5_acc: 0.6582, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.4550 2020-09-11 11:07:00,564 - mmaction - INFO - Epoch [12][180/627] lr: 6.000e-02, eta: 1 day, 1:18:29, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.4176, top5_acc: 0.6728, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.4455 2020-09-11 11:07:21,110 - mmaction - INFO - Epoch [12][200/627] lr: 6.000e-02, eta: 1 day, 1:18:03, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4163, top5_acc: 0.6637, loss_cls: 2.6023, loss: 2.6023, grad_norm: 2.4356 2020-09-11 11:07:41,734 - mmaction - INFO - Epoch [12][220/627] lr: 6.000e-02, eta: 1 day, 1:17:38, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4234, top5_acc: 0.6686, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.4967 2020-09-11 11:08:02,380 - mmaction - INFO - Epoch [12][240/627] lr: 6.000e-02, eta: 1 day, 1:17:12, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4176, top5_acc: 0.6698, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.4508 2020-09-11 11:08:22,981 - mmaction - INFO - Epoch [12][260/627] lr: 6.000e-02, eta: 1 day, 1:16:48, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.4143, top5_acc: 0.6637, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.4265 2020-09-11 11:08:43,680 - mmaction - INFO - Epoch [12][280/627] lr: 6.000e-02, eta: 1 day, 1:16:25, time: 1.039, data_time: 0.012, memory: 8470, top1_acc: 0.4203, top5_acc: 0.6712, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.4204 2020-09-11 11:09:04,212 - mmaction - INFO - Epoch [12][300/627] lr: 6.000e-02, eta: 1 day, 1:15:59, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.4172, top5_acc: 0.6582, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.4361 2020-09-11 11:09:24,814 - mmaction - INFO - Epoch [12][320/627] lr: 6.000e-02, eta: 1 day, 1:15:34, time: 1.029, data_time: 0.015, memory: 8470, top1_acc: 0.4245, top5_acc: 0.6706, loss_cls: 2.5819, loss: 2.5819, grad_norm: 2.4465 2020-09-11 11:09:45,318 - mmaction - INFO - Epoch [12][340/627] lr: 6.000e-02, eta: 1 day, 1:15:07, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4290, top5_acc: 0.6753, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.4409 2020-09-11 11:10:05,864 - mmaction - INFO - Epoch [12][360/627] lr: 6.000e-02, eta: 1 day, 1:14:42, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4194, top5_acc: 0.6659, loss_cls: 2.5819, loss: 2.5819, grad_norm: 2.3975 2020-09-11 11:10:26,476 - mmaction - INFO - Epoch [12][380/627] lr: 6.000e-02, eta: 1 day, 1:14:17, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4339, top5_acc: 0.6772, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.3940 2020-09-11 11:10:47,001 - mmaction - INFO - Epoch [12][400/627] lr: 6.000e-02, eta: 1 day, 1:13:50, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4220, top5_acc: 0.6646, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.4318 2020-09-11 11:11:07,569 - mmaction - INFO - Epoch [12][420/627] lr: 6.000e-02, eta: 1 day, 1:13:26, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4150, top5_acc: 0.6643, loss_cls: 2.5940, loss: 2.5940, grad_norm: 2.4557 2020-09-11 11:11:28,087 - mmaction - INFO - Epoch [12][440/627] lr: 6.000e-02, eta: 1 day, 1:12:58, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.4014, top5_acc: 0.6646, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.4240 2020-09-11 11:11:48,586 - mmaction - INFO - Epoch [12][460/627] lr: 6.000e-02, eta: 1 day, 1:12:33, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.4154, top5_acc: 0.6701, loss_cls: 2.5910, loss: 2.5910, grad_norm: 2.4499 2020-09-11 11:12:09,234 - mmaction - INFO - Epoch [12][480/627] lr: 6.000e-02, eta: 1 day, 1:12:09, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.4109, top5_acc: 0.6612, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.4363 2020-09-11 11:12:29,745 - mmaction - INFO - Epoch [12][500/627] lr: 6.000e-02, eta: 1 day, 1:11:43, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.4146, top5_acc: 0.6656, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.4308 2020-09-11 11:12:50,272 - mmaction - INFO - Epoch [12][520/627] lr: 6.000e-02, eta: 1 day, 1:11:17, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.4215, top5_acc: 0.6685, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.4219 2020-09-11 11:13:10,854 - mmaction - INFO - Epoch [12][540/627] lr: 6.000e-02, eta: 1 day, 1:10:53, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.4177, top5_acc: 0.6725, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.4129 2020-09-11 11:13:31,378 - mmaction - INFO - Epoch [12][560/627] lr: 6.000e-02, eta: 1 day, 1:10:26, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.4260, top5_acc: 0.6702, loss_cls: 2.5598, loss: 2.5598, grad_norm: 2.3817 2020-09-11 11:13:51,901 - mmaction - INFO - Epoch [12][580/627] lr: 6.000e-02, eta: 1 day, 1:10:01, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.4302, top5_acc: 0.6753, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.4000 2020-09-11 11:14:12,563 - mmaction - INFO - Epoch [12][600/627] lr: 6.000e-02, eta: 1 day, 1:09:37, time: 1.033, data_time: 0.003, memory: 8470, top1_acc: 0.4215, top5_acc: 0.6682, loss_cls: 2.5810, loss: 2.5810, grad_norm: 2.4243 2020-09-11 11:14:33,019 - mmaction - INFO - Epoch [12][620/627] lr: 6.000e-02, eta: 1 day, 1:09:09, time: 1.014, data_time: 0.005, memory: 8470, top1_acc: 0.4129, top5_acc: 0.6680, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.3824 2020-09-11 11:15:10,725 - mmaction - INFO - Epoch [13][20/627] lr: 6.000e-02, eta: 1 day, 1:09:22, time: 1.592, data_time: 0.500, memory: 8470, top1_acc: 0.4281, top5_acc: 0.6764, loss_cls: 2.5599, loss: 2.5599, grad_norm: 2.4106 2020-09-11 11:15:31,324 - mmaction - INFO - Epoch [13][40/627] lr: 6.000e-02, eta: 1 day, 1:08:58, time: 1.036, data_time: 0.015, memory: 8470, top1_acc: 0.4214, top5_acc: 0.6628, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.3822 2020-09-11 11:15:51,972 - mmaction - INFO - Epoch [13][60/627] lr: 6.000e-02, eta: 1 day, 1:08:34, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.4391, top5_acc: 0.6763, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.4022 2020-09-11 11:16:12,535 - mmaction - INFO - Epoch [13][80/627] lr: 6.000e-02, eta: 1 day, 1:08:09, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.4342, top5_acc: 0.6745, loss_cls: 2.5258, loss: 2.5258, grad_norm: 2.3913 2020-09-11 11:16:33,024 - mmaction - INFO - Epoch [13][100/627] lr: 6.000e-02, eta: 1 day, 1:07:44, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.4329, top5_acc: 0.6831, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.3850 2020-09-11 11:16:53,553 - mmaction - INFO - Epoch [13][120/627] lr: 6.000e-02, eta: 1 day, 1:07:18, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4322, top5_acc: 0.6710, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.4125 2020-09-11 11:17:14,116 - mmaction - INFO - Epoch [13][140/627] lr: 6.000e-02, eta: 1 day, 1:06:52, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.4268, top5_acc: 0.6777, loss_cls: 2.5298, loss: 2.5298, grad_norm: 2.4090 2020-09-11 11:17:34,648 - mmaction - INFO - Epoch [13][160/627] lr: 6.000e-02, eta: 1 day, 1:06:27, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4263, top5_acc: 0.6730, loss_cls: 2.5522, loss: 2.5522, grad_norm: 2.4300 2020-09-11 11:17:55,249 - mmaction - INFO - Epoch [13][180/627] lr: 6.000e-02, eta: 1 day, 1:06:02, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.4299, top5_acc: 0.6822, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.4196 2020-09-11 11:18:16,014 - mmaction - INFO - Epoch [13][200/627] lr: 6.000e-02, eta: 1 day, 1:05:38, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.4277, top5_acc: 0.6745, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.3801 2020-09-11 11:18:36,562 - mmaction - INFO - Epoch [13][220/627] lr: 6.000e-02, eta: 1 day, 1:05:15, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.4234, top5_acc: 0.6671, loss_cls: 2.5813, loss: 2.5813, grad_norm: 2.3899 2020-09-11 11:18:57,042 - mmaction - INFO - Epoch [13][240/627] lr: 6.000e-02, eta: 1 day, 1:04:48, time: 1.023, data_time: 0.011, memory: 8470, top1_acc: 0.4290, top5_acc: 0.6723, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.3954 2020-09-11 11:19:17,604 - mmaction - INFO - Epoch [13][260/627] lr: 6.000e-02, eta: 1 day, 1:04:24, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4301, top5_acc: 0.6828, loss_cls: 2.5269, loss: 2.5269, grad_norm: 2.3860 2020-09-11 11:19:38,221 - mmaction - INFO - Epoch [13][280/627] lr: 6.000e-02, eta: 1 day, 1:03:59, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.4358, top5_acc: 0.6819, loss_cls: 2.5151, loss: 2.5151, grad_norm: 2.3968 2020-09-11 11:19:58,830 - mmaction - INFO - Epoch [13][300/627] lr: 6.000e-02, eta: 1 day, 1:03:35, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4388, top5_acc: 0.6755, loss_cls: 2.5266, loss: 2.5266, grad_norm: 2.3870 2020-09-11 11:20:19,364 - mmaction - INFO - Epoch [13][320/627] lr: 6.000e-02, eta: 1 day, 1:03:09, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.4270, top5_acc: 0.6736, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.4121 2020-09-11 11:20:39,872 - mmaction - INFO - Epoch [13][340/627] lr: 6.000e-02, eta: 1 day, 1:02:43, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.4299, top5_acc: 0.6724, loss_cls: 2.5564, loss: 2.5564, grad_norm: 2.3692 2020-09-11 11:21:00,457 - mmaction - INFO - Epoch [13][360/627] lr: 6.000e-02, eta: 1 day, 1:02:19, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.4336, top5_acc: 0.6799, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.3599 2020-09-11 11:21:21,018 - mmaction - INFO - Epoch [13][380/627] lr: 6.000e-02, eta: 1 day, 1:01:54, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.4279, top5_acc: 0.6751, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.3862 2020-09-11 11:21:41,532 - mmaction - INFO - Epoch [13][400/627] lr: 6.000e-02, eta: 1 day, 1:01:30, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4264, top5_acc: 0.6664, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.3896 2020-09-11 11:22:02,041 - mmaction - INFO - Epoch [13][420/627] lr: 6.000e-02, eta: 1 day, 1:01:04, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.4263, top5_acc: 0.6773, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.3993 2020-09-11 11:22:22,648 - mmaction - INFO - Epoch [13][440/627] lr: 6.000e-02, eta: 1 day, 1:00:40, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4350, top5_acc: 0.6762, loss_cls: 2.4957, loss: 2.4957, grad_norm: 2.3587 2020-09-11 11:22:43,275 - mmaction - INFO - Epoch [13][460/627] lr: 6.000e-02, eta: 1 day, 1:00:15, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.4297, top5_acc: 0.6764, loss_cls: 2.5507, loss: 2.5507, grad_norm: 2.3864 2020-09-11 11:23:03,816 - mmaction - INFO - Epoch [13][480/627] lr: 6.000e-02, eta: 1 day, 0:59:51, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4275, top5_acc: 0.6641, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.3863 2020-09-11 11:23:24,368 - mmaction - INFO - Epoch [13][500/627] lr: 6.000e-02, eta: 1 day, 0:59:25, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.4350, top5_acc: 0.6828, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.3752 2020-09-11 11:23:45,076 - mmaction - INFO - Epoch [13][520/627] lr: 6.000e-02, eta: 1 day, 0:59:02, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.4245, top5_acc: 0.6702, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.3750 2020-09-11 11:24:05,622 - mmaction - INFO - Epoch [13][540/627] lr: 6.000e-02, eta: 1 day, 0:58:36, time: 1.026, data_time: 0.014, memory: 8470, top1_acc: 0.4363, top5_acc: 0.6822, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.3649 2020-09-11 11:24:26,185 - mmaction - INFO - Epoch [13][560/627] lr: 6.000e-02, eta: 1 day, 0:58:13, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.4258, top5_acc: 0.6794, loss_cls: 2.5317, loss: 2.5317, grad_norm: 2.3950 2020-09-11 11:24:46,739 - mmaction - INFO - Epoch [13][580/627] lr: 6.000e-02, eta: 1 day, 0:57:48, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4281, top5_acc: 0.6730, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.3779 2020-09-11 11:25:07,303 - mmaction - INFO - Epoch [13][600/627] lr: 6.000e-02, eta: 1 day, 0:57:23, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.4303, top5_acc: 0.6743, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.3504 2020-09-11 11:25:27,697 - mmaction - INFO - Epoch [13][620/627] lr: 6.000e-02, eta: 1 day, 0:56:57, time: 1.020, data_time: 0.010, memory: 8470, top1_acc: 0.4259, top5_acc: 0.6737, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.3733 2020-09-11 11:26:05,192 - mmaction - INFO - Epoch [14][20/627] lr: 6.000e-02, eta: 1 day, 0:57:05, time: 1.583, data_time: 0.505, memory: 8470, top1_acc: 0.4313, top5_acc: 0.6767, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.3586 2020-09-11 11:26:25,799 - mmaction - INFO - Epoch [14][40/627] lr: 6.000e-02, eta: 1 day, 0:56:41, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.4398, top5_acc: 0.6810, loss_cls: 2.4905, loss: 2.4905, grad_norm: 2.3689 2020-09-11 11:26:46,360 - mmaction - INFO - Epoch [14][60/627] lr: 6.000e-02, eta: 1 day, 0:56:14, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.4397, top5_acc: 0.6805, loss_cls: 2.4943, loss: 2.4943, grad_norm: 2.3904 2020-09-11 11:27:06,960 - mmaction - INFO - Epoch [14][80/627] lr: 6.000e-02, eta: 1 day, 0:55:51, time: 1.034, data_time: 0.017, memory: 8470, top1_acc: 0.4510, top5_acc: 0.6868, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.3475 2020-09-11 11:27:27,564 - mmaction - INFO - Epoch [14][100/627] lr: 6.000e-02, eta: 1 day, 0:55:28, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.4409, top5_acc: 0.6887, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.4056 2020-09-11 11:27:48,054 - mmaction - INFO - Epoch [14][120/627] lr: 6.000e-02, eta: 1 day, 0:55:01, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.4470, top5_acc: 0.6926, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.3591 2020-09-11 11:28:08,648 - mmaction - INFO - Epoch [14][140/627] lr: 6.000e-02, eta: 1 day, 0:54:38, time: 1.035, data_time: 0.018, memory: 8470, top1_acc: 0.4483, top5_acc: 0.6893, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.3915 2020-09-11 11:28:29,186 - mmaction - INFO - Epoch [14][160/627] lr: 6.000e-02, eta: 1 day, 0:54:14, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4354, top5_acc: 0.6788, loss_cls: 2.5056, loss: 2.5056, grad_norm: 2.3716 2020-09-11 11:28:49,682 - mmaction - INFO - Epoch [14][180/627] lr: 6.000e-02, eta: 1 day, 0:53:48, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.4337, top5_acc: 0.6786, loss_cls: 2.5048, loss: 2.5048, grad_norm: 2.3720 2020-09-11 11:29:10,153 - mmaction - INFO - Epoch [14][200/627] lr: 6.000e-02, eta: 1 day, 0:53:23, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4323, top5_acc: 0.6827, loss_cls: 2.4994, loss: 2.4994, grad_norm: 2.3562 2020-09-11 11:29:30,787 - mmaction - INFO - Epoch [14][220/627] lr: 6.000e-02, eta: 1 day, 0:52:59, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.4421, top5_acc: 0.6728, loss_cls: 2.5173, loss: 2.5173, grad_norm: 2.3872 2020-09-11 11:29:51,306 - mmaction - INFO - Epoch [14][240/627] lr: 6.000e-02, eta: 1 day, 0:52:34, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4410, top5_acc: 0.6786, loss_cls: 2.4997, loss: 2.4997, grad_norm: 2.3504 2020-09-11 11:30:11,887 - mmaction - INFO - Epoch [14][260/627] lr: 6.000e-02, eta: 1 day, 0:52:10, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.4393, top5_acc: 0.6839, loss_cls: 2.4937, loss: 2.4937, grad_norm: 2.3525 2020-09-11 11:30:32,495 - mmaction - INFO - Epoch [14][280/627] lr: 6.000e-02, eta: 1 day, 0:51:46, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.4336, top5_acc: 0.6850, loss_cls: 2.4734, loss: 2.4734, grad_norm: 2.3623 2020-09-11 11:30:53,023 - mmaction - INFO - Epoch [14][300/627] lr: 6.000e-02, eta: 1 day, 0:51:20, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.4348, top5_acc: 0.6818, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.3780 2020-09-11 11:31:13,684 - mmaction - INFO - Epoch [14][320/627] lr: 6.000e-02, eta: 1 day, 0:50:58, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.4439, top5_acc: 0.6853, loss_cls: 2.4774, loss: 2.4774, grad_norm: 2.3259 2020-09-11 11:31:34,258 - mmaction - INFO - Epoch [14][340/627] lr: 6.000e-02, eta: 1 day, 0:50:34, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.4355, top5_acc: 0.6892, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.3536 2020-09-11 11:31:54,838 - mmaction - INFO - Epoch [14][360/627] lr: 6.000e-02, eta: 1 day, 0:50:08, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.4421, top5_acc: 0.6839, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.3929 2020-09-11 11:32:15,287 - mmaction - INFO - Epoch [14][380/627] lr: 6.000e-02, eta: 1 day, 0:49:44, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.4305, top5_acc: 0.6790, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.3873 2020-09-11 11:32:35,793 - mmaction - INFO - Epoch [14][400/627] lr: 6.000e-02, eta: 1 day, 0:49:19, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.4361, top5_acc: 0.6901, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.3020 2020-09-11 11:32:56,345 - mmaction - INFO - Epoch [14][420/627] lr: 6.000e-02, eta: 1 day, 0:48:55, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4341, top5_acc: 0.6737, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.3873 2020-09-11 11:33:16,892 - mmaction - INFO - Epoch [14][440/627] lr: 6.000e-02, eta: 1 day, 0:48:31, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.4409, top5_acc: 0.6832, loss_cls: 2.4999, loss: 2.4999, grad_norm: 2.3569 2020-09-11 11:33:37,436 - mmaction - INFO - Epoch [14][460/627] lr: 6.000e-02, eta: 1 day, 0:48:06, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.4329, top5_acc: 0.6799, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.3629 2020-09-11 11:33:58,028 - mmaction - INFO - Epoch [14][480/627] lr: 6.000e-02, eta: 1 day, 0:47:42, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4314, top5_acc: 0.6792, loss_cls: 2.5134, loss: 2.5134, grad_norm: 2.3699 2020-09-11 11:34:18,609 - mmaction - INFO - Epoch [14][500/627] lr: 6.000e-02, eta: 1 day, 0:47:17, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4335, top5_acc: 0.6876, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.3822 2020-09-11 11:34:39,167 - mmaction - INFO - Epoch [14][520/627] lr: 6.000e-02, eta: 1 day, 0:46:54, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4370, top5_acc: 0.6786, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.3443 2020-09-11 11:34:59,732 - mmaction - INFO - Epoch [14][540/627] lr: 6.000e-02, eta: 1 day, 0:46:28, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4350, top5_acc: 0.6785, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.3673 2020-09-11 11:35:20,361 - mmaction - INFO - Epoch [14][560/627] lr: 6.000e-02, eta: 1 day, 0:46:06, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.4379, top5_acc: 0.6783, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.3627 2020-09-11 11:35:40,827 - mmaction - INFO - Epoch [14][580/627] lr: 6.000e-02, eta: 1 day, 0:45:40, time: 1.021, data_time: 0.009, memory: 8470, top1_acc: 0.4368, top5_acc: 0.6764, loss_cls: 2.5163, loss: 2.5163, grad_norm: 2.3621 2020-09-11 11:36:01,333 - mmaction - INFO - Epoch [14][600/627] lr: 6.000e-02, eta: 1 day, 0:45:16, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.4323, top5_acc: 0.6785, loss_cls: 2.5345, loss: 2.5345, grad_norm: 2.3499 2020-09-11 11:36:21,924 - mmaction - INFO - Epoch [14][620/627] lr: 6.000e-02, eta: 1 day, 0:44:52, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4307, top5_acc: 0.6759, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.3423 2020-09-11 11:36:59,786 - mmaction - INFO - Epoch [15][20/627] lr: 6.000e-02, eta: 1 day, 0:45:02, time: 1.605, data_time: 0.534, memory: 8470, top1_acc: 0.4397, top5_acc: 0.6896, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.3646 2020-09-11 11:37:20,400 - mmaction - INFO - Epoch [15][40/627] lr: 6.000e-02, eta: 1 day, 0:44:38, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.4426, top5_acc: 0.6902, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.3448 2020-09-11 11:37:41,065 - mmaction - INFO - Epoch [15][60/627] lr: 6.000e-02, eta: 1 day, 0:44:14, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.4353, top5_acc: 0.6882, loss_cls: 2.4690, loss: 2.4690, grad_norm: 2.3164 2020-09-11 11:38:01,594 - mmaction - INFO - Epoch [15][80/627] lr: 6.000e-02, eta: 1 day, 0:43:51, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.4449, top5_acc: 0.6871, loss_cls: 2.4442, loss: 2.4442, grad_norm: 2.2986 2020-09-11 11:38:22,148 - mmaction - INFO - Epoch [15][100/627] lr: 6.000e-02, eta: 1 day, 0:43:27, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4379, top5_acc: 0.6836, loss_cls: 2.4803, loss: 2.4803, grad_norm: 2.3431 2020-09-11 11:38:42,614 - mmaction - INFO - Epoch [15][120/627] lr: 6.000e-02, eta: 1 day, 0:43:01, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.4440, top5_acc: 0.6867, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.3341 2020-09-11 11:39:03,163 - mmaction - INFO - Epoch [15][140/627] lr: 6.000e-02, eta: 1 day, 0:42:37, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4402, top5_acc: 0.6900, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.3719 2020-09-11 11:39:23,604 - mmaction - INFO - Epoch [15][160/627] lr: 6.000e-02, eta: 1 day, 0:42:12, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4367, top5_acc: 0.6848, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.3504 2020-09-11 11:39:44,160 - mmaction - INFO - Epoch [15][180/627] lr: 6.000e-02, eta: 1 day, 0:41:48, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4406, top5_acc: 0.6866, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.3161 2020-09-11 11:40:04,687 - mmaction - INFO - Epoch [15][200/627] lr: 6.000e-02, eta: 1 day, 0:41:23, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4533, top5_acc: 0.6934, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.3279 2020-09-11 11:40:25,167 - mmaction - INFO - Epoch [15][220/627] lr: 6.000e-02, eta: 1 day, 0:40:59, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.4492, top5_acc: 0.6904, loss_cls: 2.4515, loss: 2.4515, grad_norm: 2.3376 2020-09-11 11:40:45,764 - mmaction - INFO - Epoch [15][240/627] lr: 6.000e-02, eta: 1 day, 0:40:34, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4488, top5_acc: 0.6904, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.3374 2020-09-11 11:41:06,482 - mmaction - INFO - Epoch [15][260/627] lr: 6.000e-02, eta: 1 day, 0:40:12, time: 1.038, data_time: 0.010, memory: 8470, top1_acc: 0.4469, top5_acc: 0.6871, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.3514 2020-09-11 11:41:27,018 - mmaction - INFO - Epoch [15][280/627] lr: 6.000e-02, eta: 1 day, 0:39:48, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4422, top5_acc: 0.6811, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.3280 2020-09-11 11:41:47,551 - mmaction - INFO - Epoch [15][300/627] lr: 6.000e-02, eta: 1 day, 0:39:22, time: 1.015, data_time: 0.002, memory: 8470, top1_acc: 0.4447, top5_acc: 0.6841, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.3113 2020-09-11 11:42:08,095 - mmaction - INFO - Epoch [15][320/627] lr: 6.000e-02, eta: 1 day, 0:38:58, time: 1.028, data_time: 0.016, memory: 8470, top1_acc: 0.4388, top5_acc: 0.6845, loss_cls: 2.4979, loss: 2.4979, grad_norm: 2.3493 2020-09-11 11:42:28,660 - mmaction - INFO - Epoch [15][340/627] lr: 6.000e-02, eta: 1 day, 0:38:36, time: 1.040, data_time: 0.016, memory: 8470, top1_acc: 0.4480, top5_acc: 0.6862, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.3291 2020-09-11 11:42:49,211 - mmaction - INFO - Epoch [15][360/627] lr: 6.000e-02, eta: 1 day, 0:38:10, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.4415, top5_acc: 0.6896, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.3223 2020-09-11 11:43:09,898 - mmaction - INFO - Epoch [15][380/627] lr: 6.000e-02, eta: 1 day, 0:37:48, time: 1.041, data_time: 0.015, memory: 8470, top1_acc: 0.4432, top5_acc: 0.6936, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.3964 2020-09-11 11:43:30,488 - mmaction - INFO - Epoch [15][400/627] lr: 6.000e-02, eta: 1 day, 0:37:24, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.4469, top5_acc: 0.6818, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.3542 2020-09-11 11:43:51,159 - mmaction - INFO - Epoch [15][420/627] lr: 6.000e-02, eta: 1 day, 0:37:02, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.4388, top5_acc: 0.6839, loss_cls: 2.4754, loss: 2.4754, grad_norm: 2.3582 2020-09-11 11:44:11,795 - mmaction - INFO - Epoch [15][440/627] lr: 6.000e-02, eta: 1 day, 0:36:39, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4469, top5_acc: 0.7023, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.3052 2020-09-11 11:44:32,374 - mmaction - INFO - Epoch [15][460/627] lr: 6.000e-02, eta: 1 day, 0:36:15, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4542, top5_acc: 0.6900, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.2813 2020-09-11 11:44:52,978 - mmaction - INFO - Epoch [15][480/627] lr: 6.000e-02, eta: 1 day, 0:35:51, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4326, top5_acc: 0.6828, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.3075 2020-09-11 11:45:13,606 - mmaction - INFO - Epoch [15][500/627] lr: 6.000e-02, eta: 1 day, 0:35:29, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.4392, top5_acc: 0.6888, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.3416 2020-09-11 11:45:34,158 - mmaction - INFO - Epoch [15][520/627] lr: 6.000e-02, eta: 1 day, 0:35:05, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4426, top5_acc: 0.6861, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.3495 2020-09-11 11:45:54,656 - mmaction - INFO - Epoch [15][540/627] lr: 6.000e-02, eta: 1 day, 0:34:40, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.4365, top5_acc: 0.6807, loss_cls: 2.5070, loss: 2.5070, grad_norm: 2.3409 2020-09-11 11:46:15,286 - mmaction - INFO - Epoch [15][560/627] lr: 6.000e-02, eta: 1 day, 0:34:17, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4447, top5_acc: 0.6900, loss_cls: 2.4740, loss: 2.4740, grad_norm: 2.3294 2020-09-11 11:46:35,904 - mmaction - INFO - Epoch [15][580/627] lr: 6.000e-02, eta: 1 day, 0:33:54, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.3239 2020-09-11 11:46:56,457 - mmaction - INFO - Epoch [15][600/627] lr: 6.000e-02, eta: 1 day, 0:33:30, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4475, top5_acc: 0.6909, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.2841 2020-09-11 11:47:17,022 - mmaction - INFO - Epoch [15][620/627] lr: 6.000e-02, eta: 1 day, 0:33:06, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4527, top5_acc: 0.6905, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.3263 2020-09-11 11:47:22,701 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-09-11 11:47:55,067 - mmaction - INFO - Epoch [16][20/627] lr: 6.000e-02, eta: 1 day, 0:33:09, time: 1.587, data_time: 0.517, memory: 8470, top1_acc: 0.4478, top5_acc: 0.6900, loss_cls: 2.4305, loss: 2.4305, grad_norm: 2.3329 2020-09-11 11:48:15,694 - mmaction - INFO - Epoch [16][40/627] lr: 6.000e-02, eta: 1 day, 0:32:46, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4453, top5_acc: 0.6932, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.3252 2020-09-11 11:48:36,298 - mmaction - INFO - Epoch [16][60/627] lr: 6.000e-02, eta: 1 day, 0:32:23, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4491, top5_acc: 0.6947, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.3400 2020-09-11 11:48:56,848 - mmaction - INFO - Epoch [16][80/627] lr: 6.000e-02, eta: 1 day, 0:31:58, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.4419, top5_acc: 0.6875, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.3227 2020-09-11 11:49:17,304 - mmaction - INFO - Epoch [16][100/627] lr: 6.000e-02, eta: 1 day, 0:31:32, time: 1.013, data_time: 0.004, memory: 8470, top1_acc: 0.4507, top5_acc: 0.6962, loss_cls: 2.4067, loss: 2.4067, grad_norm: 2.3110 2020-09-11 11:49:37,837 - mmaction - INFO - Epoch [16][120/627] lr: 6.000e-02, eta: 1 day, 0:31:09, time: 1.035, data_time: 0.016, memory: 8470, top1_acc: 0.4461, top5_acc: 0.6837, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.3166 2020-09-11 11:49:58,409 - mmaction - INFO - Epoch [16][140/627] lr: 6.000e-02, eta: 1 day, 0:30:47, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.4456, top5_acc: 0.6902, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.3035 2020-09-11 11:50:18,964 - mmaction - INFO - Epoch [16][160/627] lr: 6.000e-02, eta: 1 day, 0:30:23, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4555, top5_acc: 0.6982, loss_cls: 2.3865, loss: 2.3865, grad_norm: 2.3095 2020-09-11 11:50:39,571 - mmaction - INFO - Epoch [16][180/627] lr: 6.000e-02, eta: 1 day, 0:29:59, time: 1.030, data_time: 0.002, memory: 8470, top1_acc: 0.4427, top5_acc: 0.6915, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.3126 2020-09-11 11:51:00,108 - mmaction - INFO - Epoch [16][200/627] lr: 6.000e-02, eta: 1 day, 0:29:35, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.4616, top5_acc: 0.6930, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.2710 2020-09-11 11:51:20,637 - mmaction - INFO - Epoch [16][220/627] lr: 6.000e-02, eta: 1 day, 0:29:11, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4594, top5_acc: 0.6951, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.3022 2020-09-11 11:51:41,288 - mmaction - INFO - Epoch [16][240/627] lr: 6.000e-02, eta: 1 day, 0:28:48, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4535, top5_acc: 0.6889, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.3659 2020-09-11 11:52:01,866 - mmaction - INFO - Epoch [16][260/627] lr: 6.000e-02, eta: 1 day, 0:28:23, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.4391, top5_acc: 0.6855, loss_cls: 2.4747, loss: 2.4747, grad_norm: 2.3266 2020-09-11 11:52:22,463 - mmaction - INFO - Epoch [16][280/627] lr: 6.000e-02, eta: 1 day, 0:28:01, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.4466, top5_acc: 0.6863, loss_cls: 2.4544, loss: 2.4544, grad_norm: 2.2950 2020-09-11 11:52:42,989 - mmaction - INFO - Epoch [16][300/627] lr: 6.000e-02, eta: 1 day, 0:27:37, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.4344, top5_acc: 0.6913, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.3052 2020-09-11 11:53:03,570 - mmaction - INFO - Epoch [16][320/627] lr: 6.000e-02, eta: 1 day, 0:27:14, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.4602, top5_acc: 0.7014, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.2450 2020-09-11 11:53:24,182 - mmaction - INFO - Epoch [16][340/627] lr: 6.000e-02, eta: 1 day, 0:26:50, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4340, loss: 2.4340, grad_norm: 2.3272 2020-09-11 11:53:44,835 - mmaction - INFO - Epoch [16][360/627] lr: 6.000e-02, eta: 1 day, 0:26:27, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.4402, top5_acc: 0.6785, loss_cls: 2.4850, loss: 2.4850, grad_norm: 2.3628 2020-09-11 11:54:05,488 - mmaction - INFO - Epoch [16][380/627] lr: 6.000e-02, eta: 1 day, 0:26:05, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.4393, top5_acc: 0.6796, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.3395 2020-09-11 11:54:26,009 - mmaction - INFO - Epoch [16][400/627] lr: 6.000e-02, eta: 1 day, 0:25:41, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4499, top5_acc: 0.6938, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.3008 2020-09-11 11:54:46,694 - mmaction - INFO - Epoch [16][420/627] lr: 6.000e-02, eta: 1 day, 0:25:18, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4504, top5_acc: 0.6964, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.3138 2020-09-11 11:55:07,244 - mmaction - INFO - Epoch [16][440/627] lr: 6.000e-02, eta: 1 day, 0:24:54, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.4499, top5_acc: 0.6923, loss_cls: 2.4357, loss: 2.4357, grad_norm: 2.3108 2020-09-11 11:55:27,797 - mmaction - INFO - Epoch [16][460/627] lr: 6.000e-02, eta: 1 day, 0:24:31, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.4497, top5_acc: 0.6865, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.2917 2020-09-11 11:55:48,367 - mmaction - INFO - Epoch [16][480/627] lr: 6.000e-02, eta: 1 day, 0:24:07, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.4387, top5_acc: 0.6826, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.3438 2020-09-11 11:56:09,022 - mmaction - INFO - Epoch [16][500/627] lr: 6.000e-02, eta: 1 day, 0:23:44, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.4480, top5_acc: 0.6956, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.3057 2020-09-11 11:56:29,606 - mmaction - INFO - Epoch [16][520/627] lr: 6.000e-02, eta: 1 day, 0:23:20, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.4513, top5_acc: 0.6906, loss_cls: 2.4271, loss: 2.4271, grad_norm: 2.2920 2020-09-11 11:56:50,245 - mmaction - INFO - Epoch [16][540/627] lr: 6.000e-02, eta: 1 day, 0:22:59, time: 1.043, data_time: 0.015, memory: 8470, top1_acc: 0.4486, top5_acc: 0.6941, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.2866 2020-09-11 11:57:10,974 - mmaction - INFO - Epoch [16][560/627] lr: 6.000e-02, eta: 1 day, 0:22:36, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.4520, top5_acc: 0.6897, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.3123 2020-09-11 11:57:31,568 - mmaction - INFO - Epoch [16][580/627] lr: 6.000e-02, eta: 1 day, 0:22:13, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4457, top5_acc: 0.6954, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.3385 2020-09-11 11:57:52,105 - mmaction - INFO - Epoch [16][600/627] lr: 6.000e-02, eta: 1 day, 0:21:49, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4458, top5_acc: 0.6915, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.2979 2020-09-11 11:58:12,616 - mmaction - INFO - Epoch [16][620/627] lr: 6.000e-02, eta: 1 day, 0:21:26, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4413, top5_acc: 0.6840, loss_cls: 2.4801, loss: 2.4801, grad_norm: 2.3174 2020-09-11 11:58:50,969 - mmaction - INFO - Epoch [17][20/627] lr: 6.000e-02, eta: 1 day, 0:21:33, time: 1.623, data_time: 0.524, memory: 8470, top1_acc: 0.4451, top5_acc: 0.6858, loss_cls: 2.4713, loss: 2.4713, grad_norm: 2.3844 2020-09-11 11:59:11,571 - mmaction - INFO - Epoch [17][40/627] lr: 6.000e-02, eta: 1 day, 0:21:11, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.4538, top5_acc: 0.6957, loss_cls: 2.3973, loss: 2.3973, grad_norm: 2.2723 2020-09-11 11:59:32,078 - mmaction - INFO - Epoch [17][60/627] lr: 6.000e-02, eta: 1 day, 0:20:46, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.4480, top5_acc: 0.6954, loss_cls: 2.4257, loss: 2.4257, grad_norm: 2.3247 2020-09-11 11:59:52,649 - mmaction - INFO - Epoch [17][80/627] lr: 6.000e-02, eta: 1 day, 0:20:22, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.4594, top5_acc: 0.7033, loss_cls: 2.3729, loss: 2.3729, grad_norm: 2.2727 2020-09-11 12:00:13,365 - mmaction - INFO - Epoch [17][100/627] lr: 6.000e-02, eta: 1 day, 0:20:01, time: 1.038, data_time: 0.012, memory: 8470, top1_acc: 0.4509, top5_acc: 0.6938, loss_cls: 2.4163, loss: 2.4163, grad_norm: 2.3420 2020-09-11 12:00:33,964 - mmaction - INFO - Epoch [17][120/627] lr: 6.000e-02, eta: 1 day, 0:19:38, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.4503, top5_acc: 0.6945, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.3034 2020-09-11 12:00:54,553 - mmaction - INFO - Epoch [17][140/627] lr: 6.000e-02, eta: 1 day, 0:19:15, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4622, top5_acc: 0.6980, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.2609 2020-09-11 12:01:15,063 - mmaction - INFO - Epoch [17][160/627] lr: 6.000e-02, eta: 1 day, 0:18:51, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.4603, top5_acc: 0.7038, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.2925 2020-09-11 12:01:35,669 - mmaction - INFO - Epoch [17][180/627] lr: 6.000e-02, eta: 1 day, 0:18:27, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.4598, top5_acc: 0.6990, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.3074 2020-09-11 12:01:56,296 - mmaction - INFO - Epoch [17][200/627] lr: 6.000e-02, eta: 1 day, 0:18:04, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.4505, top5_acc: 0.6931, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.3357 2020-09-11 12:02:16,840 - mmaction - INFO - Epoch [17][220/627] lr: 6.000e-02, eta: 1 day, 0:17:41, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.4475, top5_acc: 0.6949, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.3139 2020-09-11 12:02:37,426 - mmaction - INFO - Epoch [17][240/627] lr: 6.000e-02, eta: 1 day, 0:17:18, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4529, top5_acc: 0.6949, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.3038 2020-09-11 12:02:58,057 - mmaction - INFO - Epoch [17][260/627] lr: 6.000e-02, eta: 1 day, 0:16:55, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4694, top5_acc: 0.7000, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.2639 2020-09-11 12:03:18,672 - mmaction - INFO - Epoch [17][280/627] lr: 6.000e-02, eta: 1 day, 0:16:32, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.4565, top5_acc: 0.6979, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.3076 2020-09-11 12:03:39,295 - mmaction - INFO - Epoch [17][300/627] lr: 6.000e-02, eta: 1 day, 0:16:09, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.4457, top5_acc: 0.6852, loss_cls: 2.4485, loss: 2.4485, grad_norm: 2.3119 2020-09-11 12:03:59,711 - mmaction - INFO - Epoch [17][320/627] lr: 6.000e-02, eta: 1 day, 0:15:44, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4293, loss: 2.4293, grad_norm: 2.3408 2020-09-11 12:04:20,397 - mmaction - INFO - Epoch [17][340/627] lr: 6.000e-02, eta: 1 day, 0:15:22, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.4629, top5_acc: 0.7026, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.2694 2020-09-11 12:04:40,957 - mmaction - INFO - Epoch [17][360/627] lr: 6.000e-02, eta: 1 day, 0:14:59, time: 1.026, data_time: 0.014, memory: 8470, top1_acc: 0.4563, top5_acc: 0.6896, loss_cls: 2.4372, loss: 2.4372, grad_norm: 2.3208 2020-09-11 12:05:01,566 - mmaction - INFO - Epoch [17][380/627] lr: 6.000e-02, eta: 1 day, 0:14:36, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.4557, top5_acc: 0.7001, loss_cls: 2.3859, loss: 2.3859, grad_norm: 2.3129 2020-09-11 12:05:22,193 - mmaction - INFO - Epoch [17][400/627] lr: 6.000e-02, eta: 1 day, 0:14:12, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.4576, top5_acc: 0.6982, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.2941 2020-09-11 12:05:42,828 - mmaction - INFO - Epoch [17][420/627] lr: 6.000e-02, eta: 1 day, 0:13:50, time: 1.040, data_time: 0.018, memory: 8470, top1_acc: 0.4475, top5_acc: 0.6984, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.3143 2020-09-11 12:06:03,414 - mmaction - INFO - Epoch [17][440/627] lr: 6.000e-02, eta: 1 day, 0:13:27, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4563, top5_acc: 0.6949, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.2989 2020-09-11 12:06:23,988 - mmaction - INFO - Epoch [17][460/627] lr: 6.000e-02, eta: 1 day, 0:13:04, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4556, top5_acc: 0.6992, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.2910 2020-09-11 12:06:44,606 - mmaction - INFO - Epoch [17][480/627] lr: 6.000e-02, eta: 1 day, 0:12:41, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.4542, top5_acc: 0.6924, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.3211 2020-09-11 12:07:05,222 - mmaction - INFO - Epoch [17][500/627] lr: 6.000e-02, eta: 1 day, 0:12:19, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.4608, top5_acc: 0.7027, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.2693 2020-09-11 12:07:25,903 - mmaction - INFO - Epoch [17][520/627] lr: 6.000e-02, eta: 1 day, 0:11:55, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4513, top5_acc: 0.6957, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.3157 2020-09-11 12:07:46,432 - mmaction - INFO - Epoch [17][540/627] lr: 6.000e-02, eta: 1 day, 0:11:32, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.4543, top5_acc: 0.6987, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.3219 2020-09-11 12:08:07,013 - mmaction - INFO - Epoch [17][560/627] lr: 6.000e-02, eta: 1 day, 0:11:10, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.4512, top5_acc: 0.6868, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.3125 2020-09-11 12:08:27,559 - mmaction - INFO - Epoch [17][580/627] lr: 6.000e-02, eta: 1 day, 0:10:45, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4706, top5_acc: 0.7061, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.2852 2020-09-11 12:08:48,040 - mmaction - INFO - Epoch [17][600/627] lr: 6.000e-02, eta: 1 day, 0:10:21, time: 1.022, data_time: 0.010, memory: 8470, top1_acc: 0.4422, top5_acc: 0.6885, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.3411 2020-09-11 12:09:08,564 - mmaction - INFO - Epoch [17][620/627] lr: 6.000e-02, eta: 1 day, 0:09:58, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.4385, top5_acc: 0.6823, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.3557 2020-09-11 12:09:48,250 - mmaction - INFO - Epoch [18][20/627] lr: 6.000e-02, eta: 1 day, 0:10:12, time: 1.677, data_time: 0.571, memory: 8470, top1_acc: 0.4664, top5_acc: 0.6986, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.2962 2020-09-11 12:10:08,849 - mmaction - INFO - Epoch [18][40/627] lr: 6.000e-02, eta: 1 day, 0:09:49, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4624, top5_acc: 0.6997, loss_cls: 2.3811, loss: 2.3811, grad_norm: 2.2673 2020-09-11 12:10:29,408 - mmaction - INFO - Epoch [18][60/627] lr: 6.000e-02, eta: 1 day, 0:09:26, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.4616, top5_acc: 0.7087, loss_cls: 2.3335, loss: 2.3335, grad_norm: 2.2756 2020-09-11 12:10:50,010 - mmaction - INFO - Epoch [18][80/627] lr: 6.000e-02, eta: 1 day, 0:09:03, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4563, top5_acc: 0.6915, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.2953 2020-09-11 12:11:10,500 - mmaction - INFO - Epoch [18][100/627] lr: 6.000e-02, eta: 1 day, 0:08:38, time: 1.017, data_time: 0.005, memory: 8470, top1_acc: 0.4626, top5_acc: 0.7008, loss_cls: 2.3888, loss: 2.3888, grad_norm: 2.2934 2020-09-11 12:11:31,081 - mmaction - INFO - Epoch [18][120/627] lr: 6.000e-02, eta: 1 day, 0:08:16, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.4538, top5_acc: 0.6957, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.2996 2020-09-11 12:11:51,650 - mmaction - INFO - Epoch [18][140/627] lr: 6.000e-02, eta: 1 day, 0:07:51, time: 1.020, data_time: 0.009, memory: 8470, top1_acc: 0.4642, top5_acc: 0.7064, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.2811 2020-09-11 12:12:12,250 - mmaction - INFO - Epoch [18][160/627] lr: 6.000e-02, eta: 1 day, 0:07:29, time: 1.038, data_time: 0.017, memory: 8470, top1_acc: 0.4581, top5_acc: 0.7035, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.2732 2020-09-11 12:12:32,762 - mmaction - INFO - Epoch [18][180/627] lr: 6.000e-02, eta: 1 day, 0:07:06, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.4577, top5_acc: 0.6986, loss_cls: 2.4069, loss: 2.4069, grad_norm: 2.3290 2020-09-11 12:12:53,344 - mmaction - INFO - Epoch [18][200/627] lr: 6.000e-02, eta: 1 day, 0:06:43, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4607, top5_acc: 0.6948, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.3430 2020-09-11 12:13:13,975 - mmaction - INFO - Epoch [18][220/627] lr: 6.000e-02, eta: 1 day, 0:06:20, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.4544, top5_acc: 0.6990, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.3057 2020-09-11 12:13:34,588 - mmaction - INFO - Epoch [18][240/627] lr: 6.000e-02, eta: 1 day, 0:05:57, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.4552, top5_acc: 0.7009, loss_cls: 2.3930, loss: 2.3930, grad_norm: 2.2853 2020-09-11 12:13:55,219 - mmaction - INFO - Epoch [18][260/627] lr: 6.000e-02, eta: 1 day, 0:05:34, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4624, top5_acc: 0.7012, loss_cls: 2.3837, loss: 2.3837, grad_norm: 2.2881 2020-09-11 12:14:15,869 - mmaction - INFO - Epoch [18][280/627] lr: 6.000e-02, eta: 1 day, 0:05:12, time: 1.041, data_time: 0.017, memory: 8470, top1_acc: 0.4710, top5_acc: 0.7100, loss_cls: 2.3496, loss: 2.3496, grad_norm: 2.2771 2020-09-11 12:14:36,445 - mmaction - INFO - Epoch [18][300/627] lr: 6.000e-02, eta: 1 day, 0:04:49, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.4557, top5_acc: 0.6992, loss_cls: 2.4030, loss: 2.4030, grad_norm: 2.3055 2020-09-11 12:14:57,088 - mmaction - INFO - Epoch [18][320/627] lr: 6.000e-02, eta: 1 day, 0:04:27, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4605, top5_acc: 0.6996, loss_cls: 2.3749, loss: 2.3749, grad_norm: 2.2944 2020-09-11 12:15:17,807 - mmaction - INFO - Epoch [18][340/627] lr: 6.000e-02, eta: 1 day, 0:04:05, time: 1.035, data_time: 0.005, memory: 8470, top1_acc: 0.4504, top5_acc: 0.6910, loss_cls: 2.4445, loss: 2.4445, grad_norm: 2.3293 2020-09-11 12:15:38,391 - mmaction - INFO - Epoch [18][360/627] lr: 6.000e-02, eta: 1 day, 0:03:42, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4509, top5_acc: 0.6934, loss_cls: 2.4203, loss: 2.4203, grad_norm: 2.3182 2020-09-11 12:15:59,055 - mmaction - INFO - Epoch [18][380/627] lr: 6.000e-02, eta: 1 day, 0:03:19, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.2797 2020-09-11 12:16:19,677 - mmaction - INFO - Epoch [18][400/627] lr: 6.000e-02, eta: 1 day, 0:02:57, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.4509, top5_acc: 0.6908, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.3245 2020-09-11 12:16:40,263 - mmaction - INFO - Epoch [18][420/627] lr: 6.000e-02, eta: 1 day, 0:02:33, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.4617, top5_acc: 0.7004, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.3188 2020-09-11 12:17:00,921 - mmaction - INFO - Epoch [18][440/627] lr: 6.000e-02, eta: 1 day, 0:02:11, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.4555, top5_acc: 0.6923, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.3088 2020-09-11 12:17:21,415 - mmaction - INFO - Epoch [18][460/627] lr: 6.000e-02, eta: 1 day, 0:01:48, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.4521, top5_acc: 0.6965, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.3078 2020-09-11 12:17:42,032 - mmaction - INFO - Epoch [18][480/627] lr: 6.000e-02, eta: 1 day, 0:01:25, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4529, top5_acc: 0.6986, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.2917 2020-09-11 12:18:02,664 - mmaction - INFO - Epoch [18][500/627] lr: 6.000e-02, eta: 1 day, 0:01:02, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4622, top5_acc: 0.7111, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.2291 2020-09-11 12:18:23,213 - mmaction - INFO - Epoch [18][520/627] lr: 6.000e-02, eta: 1 day, 0:00:39, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.4698, top5_acc: 0.7064, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.2455 2020-09-11 12:18:43,755 - mmaction - INFO - Epoch [18][540/627] lr: 6.000e-02, eta: 1 day, 0:00:14, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.4620, top5_acc: 0.7043, loss_cls: 2.3687, loss: 2.3687, grad_norm: 2.2863 2020-09-11 12:19:04,404 - mmaction - INFO - Epoch [18][560/627] lr: 6.000e-02, eta: 23:59:53, time: 1.042, data_time: 0.016, memory: 8470, top1_acc: 0.4608, top5_acc: 0.6965, loss_cls: 2.4199, loss: 2.4199, grad_norm: 2.2898 2020-09-11 12:19:25,055 - mmaction - INFO - Epoch [18][580/627] lr: 6.000e-02, eta: 23:59:31, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.4586, top5_acc: 0.6948, loss_cls: 2.4194, loss: 2.4194, grad_norm: 2.3064 2020-09-11 12:19:45,515 - mmaction - INFO - Epoch [18][600/627] lr: 6.000e-02, eta: 23:59:08, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.4624, top5_acc: 0.7072, loss_cls: 2.3669, loss: 2.3669, grad_norm: 2.2795 2020-09-11 12:20:06,061 - mmaction - INFO - Epoch [18][620/627] lr: 6.000e-02, eta: 23:58:44, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4650, top5_acc: 0.7009, loss_cls: 2.3864, loss: 2.3864, grad_norm: 2.3023 2020-09-11 12:20:43,666 - mmaction - INFO - Epoch [19][20/627] lr: 6.000e-02, eta: 23:58:43, time: 1.595, data_time: 0.494, memory: 8470, top1_acc: 0.4591, top5_acc: 0.6966, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.2982 2020-09-11 12:21:04,180 - mmaction - INFO - Epoch [19][40/627] lr: 6.000e-02, eta: 23:58:18, time: 1.015, data_time: 0.013, memory: 8470, top1_acc: 0.4609, top5_acc: 0.7079, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.3017 2020-09-11 12:21:24,852 - mmaction - INFO - Epoch [19][60/627] lr: 6.000e-02, eta: 23:57:57, time: 1.036, data_time: 0.016, memory: 8470, top1_acc: 0.4546, top5_acc: 0.6982, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.3270 2020-09-11 12:21:45,422 - mmaction - INFO - Epoch [19][80/627] lr: 6.000e-02, eta: 23:57:35, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.4742, top5_acc: 0.7033, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.3082 2020-09-11 12:22:06,007 - mmaction - INFO - Epoch [19][100/627] lr: 6.000e-02, eta: 23:57:11, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4680, top5_acc: 0.7034, loss_cls: 2.3603, loss: 2.3603, grad_norm: 2.2712 2020-09-11 12:22:26,688 - mmaction - INFO - Epoch [19][120/627] lr: 6.000e-02, eta: 23:56:50, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.4691, top5_acc: 0.7112, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.2784 2020-09-11 12:22:47,270 - mmaction - INFO - Epoch [19][140/627] lr: 6.000e-02, eta: 23:56:26, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4703, top5_acc: 0.7056, loss_cls: 2.3500, loss: 2.3500, grad_norm: 2.3122 2020-09-11 12:23:07,759 - mmaction - INFO - Epoch [19][160/627] lr: 6.000e-02, eta: 23:56:03, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4611, top5_acc: 0.7010, loss_cls: 2.3787, loss: 2.3787, grad_norm: 2.3175 2020-09-11 12:23:28,222 - mmaction - INFO - Epoch [19][180/627] lr: 6.000e-02, eta: 23:55:39, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.4654, top5_acc: 0.7111, loss_cls: 2.3603, loss: 2.3603, grad_norm: 2.3114 2020-09-11 12:23:48,690 - mmaction - INFO - Epoch [19][200/627] lr: 6.000e-02, eta: 23:55:15, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.4702, top5_acc: 0.7074, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.2674 2020-09-11 12:24:09,335 - mmaction - INFO - Epoch [19][220/627] lr: 6.000e-02, eta: 23:54:53, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.4629, top5_acc: 0.7009, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.3134 2020-09-11 12:24:29,967 - mmaction - INFO - Epoch [19][240/627] lr: 6.000e-02, eta: 23:54:30, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.4612, top5_acc: 0.7036, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.3267 2020-09-11 12:24:50,559 - mmaction - INFO - Epoch [19][260/627] lr: 6.000e-02, eta: 23:54:08, time: 1.039, data_time: 0.013, memory: 8470, top1_acc: 0.4658, top5_acc: 0.7052, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.2754 2020-09-11 12:25:11,098 - mmaction - INFO - Epoch [19][280/627] lr: 6.000e-02, eta: 23:53:45, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.4663, top5_acc: 0.7059, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.3088 2020-09-11 12:25:31,626 - mmaction - INFO - Epoch [19][300/627] lr: 6.000e-02, eta: 23:53:22, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4633, top5_acc: 0.7049, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.3055 2020-09-11 12:25:52,228 - mmaction - INFO - Epoch [19][320/627] lr: 6.000e-02, eta: 23:52:59, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.4616, top5_acc: 0.7049, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.3013 2020-09-11 12:26:12,779 - mmaction - INFO - Epoch [19][340/627] lr: 6.000e-02, eta: 23:52:35, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.4632, top5_acc: 0.7008, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.3030 2020-09-11 12:26:33,323 - mmaction - INFO - Epoch [19][360/627] lr: 6.000e-02, eta: 23:52:13, time: 1.030, data_time: 0.012, memory: 8470, top1_acc: 0.4645, top5_acc: 0.7070, loss_cls: 2.3675, loss: 2.3675, grad_norm: 2.3348 2020-09-11 12:26:54,057 - mmaction - INFO - Epoch [19][380/627] lr: 6.000e-02, eta: 23:51:51, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.4536, top5_acc: 0.6940, loss_cls: 2.4209, loss: 2.4209, grad_norm: 2.3144 2020-09-11 12:27:14,804 - mmaction - INFO - Epoch [19][400/627] lr: 6.000e-02, eta: 23:51:29, time: 1.039, data_time: 0.012, memory: 8470, top1_acc: 0.4508, top5_acc: 0.7018, loss_cls: 2.4160, loss: 2.4160, grad_norm: 2.2814 2020-09-11 12:27:35,318 - mmaction - INFO - Epoch [19][420/627] lr: 6.000e-02, eta: 23:51:06, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4578, top5_acc: 0.6948, loss_cls: 2.4174, loss: 2.4174, grad_norm: 2.3014 2020-09-11 12:27:55,886 - mmaction - INFO - Epoch [19][440/627] lr: 6.000e-02, eta: 23:50:43, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4612, top5_acc: 0.7042, loss_cls: 2.3837, loss: 2.3837, grad_norm: 2.2821 2020-09-11 12:28:16,398 - mmaction - INFO - Epoch [19][460/627] lr: 6.000e-02, eta: 23:50:20, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.4721, top5_acc: 0.7004, loss_cls: 2.3585, loss: 2.3585, grad_norm: 2.2851 2020-09-11 12:28:36,925 - mmaction - INFO - Epoch [19][480/627] lr: 6.000e-02, eta: 23:49:57, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.4620, top5_acc: 0.7087, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.2709 2020-09-11 12:28:57,587 - mmaction - INFO - Epoch [19][500/627] lr: 6.000e-02, eta: 23:49:34, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.4622, top5_acc: 0.6954, loss_cls: 2.3967, loss: 2.3967, grad_norm: 2.2800 2020-09-11 12:29:18,036 - mmaction - INFO - Epoch [19][520/627] lr: 6.000e-02, eta: 23:49:11, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.4591, top5_acc: 0.6992, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.3291 2020-09-11 12:29:38,585 - mmaction - INFO - Epoch [19][540/627] lr: 6.000e-02, eta: 23:48:48, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4548, top5_acc: 0.6974, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.3112 2020-09-11 12:29:59,178 - mmaction - INFO - Epoch [19][560/627] lr: 6.000e-02, eta: 23:48:25, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.4639, top5_acc: 0.7078, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.2975 2020-09-11 12:30:19,867 - mmaction - INFO - Epoch [19][580/627] lr: 6.000e-02, eta: 23:48:03, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.4517, top5_acc: 0.6951, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.3257 2020-09-11 12:30:40,378 - mmaction - INFO - Epoch [19][600/627] lr: 6.000e-02, eta: 23:47:40, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.4578, top5_acc: 0.7008, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.3116 2020-09-11 12:31:00,913 - mmaction - INFO - Epoch [19][620/627] lr: 6.000e-02, eta: 23:47:16, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.4570, top5_acc: 0.7053, loss_cls: 2.3777, loss: 2.3777, grad_norm: 2.3020 2020-09-11 12:31:38,551 - mmaction - INFO - Epoch [20][20/627] lr: 6.000e-02, eta: 23:47:14, time: 1.595, data_time: 0.533, memory: 8470, top1_acc: 0.4660, top5_acc: 0.7009, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.3291 2020-09-11 12:31:59,254 - mmaction - INFO - Epoch [20][40/627] lr: 6.000e-02, eta: 23:46:51, time: 1.034, data_time: 0.018, memory: 8470, top1_acc: 0.4492, top5_acc: 0.6960, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.3067 2020-09-11 12:32:19,958 - mmaction - INFO - Epoch [20][60/627] lr: 6.000e-02, eta: 23:46:28, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4706, top5_acc: 0.7066, loss_cls: 2.3430, loss: 2.3430, grad_norm: 2.2820 2020-09-11 12:32:40,737 - mmaction - INFO - Epoch [20][80/627] lr: 6.000e-02, eta: 23:46:08, time: 1.044, data_time: 0.018, memory: 8470, top1_acc: 0.4611, top5_acc: 0.7033, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.2855 2020-09-11 12:33:01,371 - mmaction - INFO - Epoch [20][100/627] lr: 6.000e-02, eta: 23:45:45, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.4724, top5_acc: 0.7124, loss_cls: 2.3247, loss: 2.3247, grad_norm: 2.2791 2020-09-11 12:33:22,018 - mmaction - INFO - Epoch [20][120/627] lr: 6.000e-02, eta: 23:45:22, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.4686, top5_acc: 0.7053, loss_cls: 2.3502, loss: 2.3502, grad_norm: 2.2729 2020-09-11 12:33:42,706 - mmaction - INFO - Epoch [20][140/627] lr: 6.000e-02, eta: 23:45:01, time: 1.041, data_time: 0.016, memory: 8470, top1_acc: 0.4682, top5_acc: 0.7001, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.2665 2020-09-11 12:34:03,294 - mmaction - INFO - Epoch [20][160/627] lr: 6.000e-02, eta: 23:44:39, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.4745, top5_acc: 0.7082, loss_cls: 2.3223, loss: 2.3223, grad_norm: 2.2713 2020-09-11 12:34:24,000 - mmaction - INFO - Epoch [20][180/627] lr: 6.000e-02, eta: 23:44:17, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.4723, top5_acc: 0.7053, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.3024 2020-09-11 12:34:44,593 - mmaction - INFO - Epoch [20][200/627] lr: 6.000e-02, eta: 23:43:54, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.4725, top5_acc: 0.7181, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.2954 2020-09-11 12:35:05,177 - mmaction - INFO - Epoch [20][220/627] lr: 6.000e-02, eta: 23:43:32, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.4624, top5_acc: 0.7044, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.2989 2020-09-11 12:35:25,747 - mmaction - INFO - Epoch [20][240/627] lr: 6.000e-02, eta: 23:43:09, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.4582, top5_acc: 0.6953, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.3179 2020-09-11 12:35:46,431 - mmaction - INFO - Epoch [20][260/627] lr: 6.000e-02, eta: 23:42:46, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.4755, top5_acc: 0.7018, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.3138 2020-09-11 12:36:06,955 - mmaction - INFO - Epoch [20][280/627] lr: 6.000e-02, eta: 23:42:24, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.4789, top5_acc: 0.7201, loss_cls: 2.2821, loss: 2.2821, grad_norm: 2.2785 2020-09-11 12:36:27,430 - mmaction - INFO - Epoch [20][300/627] lr: 6.000e-02, eta: 23:42:01, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.4667, top5_acc: 0.7052, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.3537 2020-09-11 12:36:48,061 - mmaction - INFO - Epoch [20][320/627] lr: 6.000e-02, eta: 23:41:38, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.4656, top5_acc: 0.6988, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.2690 2020-09-11 12:37:08,605 - mmaction - INFO - Epoch [20][340/627] lr: 6.000e-02, eta: 23:41:16, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4785, top5_acc: 0.7180, loss_cls: 2.2928, loss: 2.2928, grad_norm: 2.2802 2020-09-11 12:37:29,172 - mmaction - INFO - Epoch [20][360/627] lr: 6.000e-02, eta: 23:40:53, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4699, top5_acc: 0.7147, loss_cls: 2.3250, loss: 2.3250, grad_norm: 2.3243 2020-09-11 12:37:49,713 - mmaction - INFO - Epoch [20][380/627] lr: 6.000e-02, eta: 23:40:29, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4643, top5_acc: 0.6974, loss_cls: 2.3670, loss: 2.3670, grad_norm: 2.2903 2020-09-11 12:38:10,259 - mmaction - INFO - Epoch [20][400/627] lr: 6.000e-02, eta: 23:40:07, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.4685, top5_acc: 0.7156, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.3270 2020-09-11 12:38:30,700 - mmaction - INFO - Epoch [20][420/627] lr: 6.000e-02, eta: 23:39:44, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.4599, top5_acc: 0.7009, loss_cls: 2.3730, loss: 2.3730, grad_norm: 2.3064 2020-09-11 12:38:51,268 - mmaction - INFO - Epoch [20][440/627] lr: 6.000e-02, eta: 23:39:19, time: 1.018, data_time: 0.008, memory: 8470, top1_acc: 0.4590, top5_acc: 0.7026, loss_cls: 2.3586, loss: 2.3586, grad_norm: 2.2967 2020-09-11 12:39:11,746 - mmaction - INFO - Epoch [20][460/627] lr: 6.000e-02, eta: 23:38:57, time: 1.032, data_time: 0.016, memory: 8470, top1_acc: 0.4557, top5_acc: 0.7031, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.3039 2020-09-11 12:39:32,443 - mmaction - INFO - Epoch [20][480/627] lr: 6.000e-02, eta: 23:38:36, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.4668, top5_acc: 0.7138, loss_cls: 2.3156, loss: 2.3156, grad_norm: 2.2810 2020-09-11 12:39:53,057 - mmaction - INFO - Epoch [20][500/627] lr: 6.000e-02, eta: 23:38:13, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.4671, top5_acc: 0.7053, loss_cls: 2.3600, loss: 2.3600, grad_norm: 2.3020 2020-09-11 12:40:13,585 - mmaction - INFO - Epoch [20][520/627] lr: 6.000e-02, eta: 23:37:50, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.4560, top5_acc: 0.6979, loss_cls: 2.4204, loss: 2.4204, grad_norm: 2.3274 2020-09-11 12:40:34,132 - mmaction - INFO - Epoch [20][540/627] lr: 6.000e-02, eta: 23:37:27, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.4652, top5_acc: 0.7051, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.2835 2020-09-11 12:40:54,733 - mmaction - INFO - Epoch [20][560/627] lr: 6.000e-02, eta: 23:37:05, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4650, top5_acc: 0.7008, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.2355 2020-09-11 12:41:15,252 - mmaction - INFO - Epoch [20][580/627] lr: 6.000e-02, eta: 23:36:42, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4723, top5_acc: 0.7092, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.2553 2020-09-11 12:41:35,810 - mmaction - INFO - Epoch [20][600/627] lr: 6.000e-02, eta: 23:36:19, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4599, top5_acc: 0.6993, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.3426 2020-09-11 12:41:56,329 - mmaction - INFO - Epoch [20][620/627] lr: 6.000e-02, eta: 23:35:55, time: 1.017, data_time: 0.008, memory: 8470, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.2736 2020-09-11 12:42:01,977 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-09-11 12:42:34,124 - mmaction - INFO - Epoch [21][20/627] lr: 6.000e-02, eta: 23:35:50, time: 1.587, data_time: 0.498, memory: 8470, top1_acc: 0.4590, top5_acc: 0.7056, loss_cls: 2.3566, loss: 2.3566, grad_norm: 2.2907 2020-09-11 12:42:54,669 - mmaction - INFO - Epoch [21][40/627] lr: 6.000e-02, eta: 23:35:26, time: 1.019, data_time: 0.002, memory: 8470, top1_acc: 0.4720, top5_acc: 0.7026, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.2993 2020-09-11 12:43:15,340 - mmaction - INFO - Epoch [21][60/627] lr: 6.000e-02, eta: 23:35:04, time: 1.032, data_time: 0.014, memory: 8470, top1_acc: 0.4714, top5_acc: 0.7047, loss_cls: 2.3314, loss: 2.3314, grad_norm: 2.2638 2020-09-11 12:43:35,965 - mmaction - INFO - Epoch [21][80/627] lr: 6.000e-02, eta: 23:34:43, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.4690, top5_acc: 0.7095, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.2813 2020-09-11 12:43:56,561 - mmaction - INFO - Epoch [21][100/627] lr: 6.000e-02, eta: 23:34:19, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3065, loss: 2.3065, grad_norm: 2.3051 2020-09-11 12:44:17,132 - mmaction - INFO - Epoch [21][120/627] lr: 6.000e-02, eta: 23:33:58, time: 1.038, data_time: 0.023, memory: 8470, top1_acc: 0.4766, top5_acc: 0.7122, loss_cls: 2.3251, loss: 2.3251, grad_norm: 2.2919 2020-09-11 12:44:37,782 - mmaction - INFO - Epoch [21][140/627] lr: 6.000e-02, eta: 23:33:35, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4645, top5_acc: 0.6986, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.2741 2020-09-11 12:44:58,363 - mmaction - INFO - Epoch [21][160/627] lr: 6.000e-02, eta: 23:33:12, time: 1.025, data_time: 0.015, memory: 8470, top1_acc: 0.4717, top5_acc: 0.7046, loss_cls: 2.3321, loss: 2.3321, grad_norm: 2.2709 2020-09-11 12:45:18,882 - mmaction - INFO - Epoch [21][180/627] lr: 6.000e-02, eta: 23:32:50, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.4702, top5_acc: 0.7094, loss_cls: 2.3199, loss: 2.3199, grad_norm: 2.2476 2020-09-11 12:45:39,430 - mmaction - INFO - Epoch [21][200/627] lr: 6.000e-02, eta: 23:32:26, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.4690, top5_acc: 0.7104, loss_cls: 2.3271, loss: 2.3271, grad_norm: 2.3032 2020-09-11 12:46:00,068 - mmaction - INFO - Epoch [21][220/627] lr: 6.000e-02, eta: 23:32:05, time: 1.042, data_time: 0.022, memory: 8470, top1_acc: 0.4607, top5_acc: 0.7064, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.3218 2020-09-11 12:46:20,548 - mmaction - INFO - Epoch [21][240/627] lr: 6.000e-02, eta: 23:31:41, time: 1.016, data_time: 0.007, memory: 8470, top1_acc: 0.4737, top5_acc: 0.7116, loss_cls: 2.3182, loss: 2.3182, grad_norm: 2.2642 2020-09-11 12:46:41,178 - mmaction - INFO - Epoch [21][260/627] lr: 6.000e-02, eta: 23:31:19, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.4628, top5_acc: 0.7073, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.2970 2020-09-11 12:47:01,770 - mmaction - INFO - Epoch [21][280/627] lr: 6.000e-02, eta: 23:30:57, time: 1.034, data_time: 0.016, memory: 8470, top1_acc: 0.4715, top5_acc: 0.7065, loss_cls: 2.3294, loss: 2.3294, grad_norm: 2.2780 2020-09-11 12:47:22,392 - mmaction - INFO - Epoch [21][300/627] lr: 6.000e-02, eta: 23:30:35, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.4680, top5_acc: 0.7108, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.3050 2020-09-11 12:47:42,936 - mmaction - INFO - Epoch [21][320/627] lr: 6.000e-02, eta: 23:30:12, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.4616, top5_acc: 0.7081, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.3198 2020-09-11 12:48:03,388 - mmaction - INFO - Epoch [21][340/627] lr: 6.000e-02, eta: 23:29:49, time: 1.025, data_time: 0.013, memory: 8470, top1_acc: 0.4624, top5_acc: 0.7030, loss_cls: 2.3597, loss: 2.3597, grad_norm: 2.3176 2020-09-11 12:48:23,870 - mmaction - INFO - Epoch [21][360/627] lr: 6.000e-02, eta: 23:29:26, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.4712, top5_acc: 0.7091, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.2913 2020-09-11 12:48:44,444 - mmaction - INFO - Epoch [21][380/627] lr: 6.000e-02, eta: 23:29:03, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.4587, top5_acc: 0.6975, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.2898 2020-09-11 12:49:04,971 - mmaction - INFO - Epoch [21][400/627] lr: 6.000e-02, eta: 23:28:40, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.4803, top5_acc: 0.7129, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.2624 2020-09-11 12:49:25,777 - mmaction - INFO - Epoch [21][420/627] lr: 6.000e-02, eta: 23:28:18, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.4757, top5_acc: 0.7237, loss_cls: 2.2786, loss: 2.2786, grad_norm: 2.2982 2020-09-11 12:49:46,439 - mmaction - INFO - Epoch [21][440/627] lr: 6.000e-02, eta: 23:27:57, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.4691, top5_acc: 0.7007, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.3348 2020-09-11 12:50:07,056 - mmaction - INFO - Epoch [21][460/627] lr: 6.000e-02, eta: 23:27:35, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.4667, top5_acc: 0.7040, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.2936 2020-09-11 12:50:27,637 - mmaction - INFO - Epoch [21][480/627] lr: 6.000e-02, eta: 23:27:13, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4611, top5_acc: 0.6965, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.2998 2020-09-11 12:50:48,177 - mmaction - INFO - Epoch [21][500/627] lr: 6.000e-02, eta: 23:26:50, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.4733, top5_acc: 0.7078, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.2588 2020-09-11 12:51:08,677 - mmaction - INFO - Epoch [21][520/627] lr: 6.000e-02, eta: 23:26:27, time: 1.027, data_time: 0.012, memory: 8470, top1_acc: 0.4599, top5_acc: 0.7076, loss_cls: 2.3567, loss: 2.3567, grad_norm: 2.2660 2020-09-11 12:51:29,199 - mmaction - INFO - Epoch [21][540/627] lr: 6.000e-02, eta: 23:26:04, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.4630, top5_acc: 0.7000, loss_cls: 2.3772, loss: 2.3772, grad_norm: 2.3209 2020-09-11 12:51:49,839 - mmaction - INFO - Epoch [21][560/627] lr: 6.000e-02, eta: 23:25:42, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4721, top5_acc: 0.7121, loss_cls: 2.3132, loss: 2.3132, grad_norm: 2.2771 2020-09-11 12:52:10,341 - mmaction - INFO - Epoch [21][580/627] lr: 6.000e-02, eta: 23:25:19, time: 1.029, data_time: 0.016, memory: 8470, top1_acc: 0.4775, top5_acc: 0.7168, loss_cls: 2.2874, loss: 2.2874, grad_norm: 2.3073 2020-09-11 12:52:31,014 - mmaction - INFO - Epoch [21][600/627] lr: 6.000e-02, eta: 23:24:57, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4708, top5_acc: 0.7095, loss_cls: 2.3466, loss: 2.3466, grad_norm: 2.2856 2020-09-11 12:52:51,712 - mmaction - INFO - Epoch [21][620/627] lr: 6.000e-02, eta: 23:24:36, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.4753, top5_acc: 0.7103, loss_cls: 2.3262, loss: 2.3262, grad_norm: 2.2818 2020-09-11 12:53:29,547 - mmaction - INFO - Epoch [22][20/627] lr: 6.000e-02, eta: 23:24:32, time: 1.605, data_time: 0.446, memory: 8470, top1_acc: 0.4717, top5_acc: 0.7181, loss_cls: 2.2995, loss: 2.2995, grad_norm: 2.2977 2020-09-11 12:53:50,139 - mmaction - INFO - Epoch [22][40/627] lr: 6.000e-02, eta: 23:24:09, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4745, top5_acc: 0.7154, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.3066 2020-09-11 12:54:10,719 - mmaction - INFO - Epoch [22][60/627] lr: 6.000e-02, eta: 23:23:47, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.4667, top5_acc: 0.7030, loss_cls: 2.3491, loss: 2.3491, grad_norm: 2.2954 2020-09-11 12:54:31,280 - mmaction - INFO - Epoch [22][80/627] lr: 6.000e-02, eta: 23:23:24, time: 1.023, data_time: 0.002, memory: 8470, top1_acc: 0.4650, top5_acc: 0.7036, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.2929 2020-09-11 12:54:51,871 - mmaction - INFO - Epoch [22][100/627] lr: 6.000e-02, eta: 23:23:02, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.4691, top5_acc: 0.7033, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.3044 2020-09-11 12:55:12,524 - mmaction - INFO - Epoch [22][120/627] lr: 6.000e-02, eta: 23:22:39, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4747, top5_acc: 0.7156, loss_cls: 2.2981, loss: 2.2981, grad_norm: 2.2913 2020-09-11 12:55:33,177 - mmaction - INFO - Epoch [22][140/627] lr: 6.000e-02, eta: 23:22:18, time: 1.042, data_time: 0.016, memory: 8470, top1_acc: 0.4727, top5_acc: 0.7174, loss_cls: 2.3015, loss: 2.3015, grad_norm: 2.3089 2020-09-11 12:55:53,803 - mmaction - INFO - Epoch [22][160/627] lr: 6.000e-02, eta: 23:21:56, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4684, top5_acc: 0.7099, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.3063 2020-09-11 12:56:14,376 - mmaction - INFO - Epoch [22][180/627] lr: 6.000e-02, eta: 23:21:34, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.4715, top5_acc: 0.6997, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.3070 2020-09-11 12:56:34,920 - mmaction - INFO - Epoch [22][200/627] lr: 6.000e-02, eta: 23:21:10, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.4671, top5_acc: 0.7018, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.2955 2020-09-11 12:56:55,513 - mmaction - INFO - Epoch [22][220/627] lr: 6.000e-02, eta: 23:20:48, time: 1.036, data_time: 0.016, memory: 8470, top1_acc: 0.4780, top5_acc: 0.7145, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.2718 2020-09-11 12:57:16,159 - mmaction - INFO - Epoch [22][240/627] lr: 6.000e-02, eta: 23:20:27, time: 1.036, data_time: 0.006, memory: 8470, top1_acc: 0.4716, top5_acc: 0.7074, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.3117 2020-09-11 12:57:36,771 - mmaction - INFO - Epoch [22][260/627] lr: 6.000e-02, eta: 23:20:04, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4753, top5_acc: 0.7165, loss_cls: 2.2908, loss: 2.2908, grad_norm: 2.2675 2020-09-11 12:57:57,318 - mmaction - INFO - Epoch [22][280/627] lr: 6.000e-02, eta: 23:19:42, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4569, top5_acc: 0.7078, loss_cls: 2.3764, loss: 2.3764, grad_norm: 2.2913 2020-09-11 12:58:17,930 - mmaction - INFO - Epoch [22][300/627] lr: 6.000e-02, eta: 23:19:19, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.4768, top5_acc: 0.7134, loss_cls: 2.3104, loss: 2.3104, grad_norm: 2.2639 2020-09-11 12:58:38,556 - mmaction - INFO - Epoch [22][320/627] lr: 6.000e-02, eta: 23:18:57, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4690, top5_acc: 0.7060, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.3251 2020-09-11 12:58:59,104 - mmaction - INFO - Epoch [22][340/627] lr: 6.000e-02, eta: 23:18:35, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.4685, top5_acc: 0.7132, loss_cls: 2.3336, loss: 2.3336, grad_norm: 2.3603 2020-09-11 12:59:19,581 - mmaction - INFO - Epoch [22][360/627] lr: 6.000e-02, eta: 23:18:12, time: 1.028, data_time: 0.014, memory: 8470, top1_acc: 0.4803, top5_acc: 0.7111, loss_cls: 2.2988, loss: 2.2988, grad_norm: 2.2659 2020-09-11 12:59:40,182 - mmaction - INFO - Epoch [22][380/627] lr: 6.000e-02, eta: 23:17:50, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4680, top5_acc: 0.7082, loss_cls: 2.3417, loss: 2.3417, grad_norm: 2.3043 2020-09-11 13:00:00,678 - mmaction - INFO - Epoch [22][400/627] lr: 6.000e-02, eta: 23:17:26, time: 1.020, data_time: 0.009, memory: 8470, top1_acc: 0.4736, top5_acc: 0.7094, loss_cls: 2.3105, loss: 2.3105, grad_norm: 2.2658 2020-09-11 13:00:21,119 - mmaction - INFO - Epoch [22][420/627] lr: 6.000e-02, eta: 23:17:04, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.4625, top5_acc: 0.7128, loss_cls: 2.3216, loss: 2.3216, grad_norm: 2.2728 2020-09-11 13:00:41,671 - mmaction - INFO - Epoch [22][440/627] lr: 6.000e-02, eta: 23:16:41, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4706, top5_acc: 0.7056, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.2912 2020-09-11 13:01:02,170 - mmaction - INFO - Epoch [22][460/627] lr: 6.000e-02, eta: 23:16:17, time: 1.019, data_time: 0.010, memory: 8470, top1_acc: 0.4749, top5_acc: 0.7129, loss_cls: 2.3287, loss: 2.3287, grad_norm: 2.2795 2020-09-11 13:01:22,751 - mmaction - INFO - Epoch [22][480/627] lr: 6.000e-02, eta: 23:15:56, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.4715, top5_acc: 0.7069, loss_cls: 2.3614, loss: 2.3614, grad_norm: 2.2831 2020-09-11 13:01:43,349 - mmaction - INFO - Epoch [22][500/627] lr: 6.000e-02, eta: 23:15:34, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3430, loss: 2.3430, grad_norm: 2.3040 2020-09-11 13:02:03,961 - mmaction - INFO - Epoch [22][520/627] lr: 6.000e-02, eta: 23:15:12, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.4729, top5_acc: 0.7068, loss_cls: 2.3373, loss: 2.3373, grad_norm: 2.2810 2020-09-11 13:02:24,523 - mmaction - INFO - Epoch [22][540/627] lr: 6.000e-02, eta: 23:14:49, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.4682, top5_acc: 0.7062, loss_cls: 2.3431, loss: 2.3431, grad_norm: 2.3092 2020-09-11 13:02:45,110 - mmaction - INFO - Epoch [22][560/627] lr: 6.000e-02, eta: 23:14:27, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.4642, top5_acc: 0.7033, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.2971 2020-09-11 13:03:05,641 - mmaction - INFO - Epoch [22][580/627] lr: 6.000e-02, eta: 23:14:04, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.4543, top5_acc: 0.7033, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.2996 2020-09-11 13:03:26,095 - mmaction - INFO - Epoch [22][600/627] lr: 6.000e-02, eta: 23:13:41, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4793, top5_acc: 0.7143, loss_cls: 2.3003, loss: 2.3003, grad_norm: 2.2650 2020-09-11 13:03:46,691 - mmaction - INFO - Epoch [22][620/627] lr: 6.000e-02, eta: 23:13:19, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.4757, top5_acc: 0.7181, loss_cls: 2.2903, loss: 2.2903, grad_norm: 2.2827 2020-09-11 13:04:40,772 - mmaction - INFO - Epoch [23][20/627] lr: 6.000e-02, eta: 23:14:21, time: 2.180, data_time: 1.109, memory: 8470, top1_acc: 0.4762, top5_acc: 0.7182, loss_cls: 2.3066, loss: 2.3066, grad_norm: 2.2824 2020-09-11 13:05:01,325 - mmaction - INFO - Epoch [23][40/627] lr: 6.000e-02, eta: 23:13:58, time: 1.023, data_time: 0.014, memory: 8470, top1_acc: 0.4706, top5_acc: 0.7092, loss_cls: 2.3107, loss: 2.3107, grad_norm: 2.2815 2020-09-11 13:05:21,970 - mmaction - INFO - Epoch [23][60/627] lr: 6.000e-02, eta: 23:13:36, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.4762, top5_acc: 0.7174, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.2711 2020-09-11 13:05:42,512 - mmaction - INFO - Epoch [23][80/627] lr: 6.000e-02, eta: 23:13:13, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.4721, top5_acc: 0.7105, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.2951 2020-09-11 13:06:03,037 - mmaction - INFO - Epoch [23][100/627] lr: 6.000e-02, eta: 23:12:50, time: 1.020, data_time: 0.009, memory: 8470, top1_acc: 0.4639, top5_acc: 0.7044, loss_cls: 2.3487, loss: 2.3487, grad_norm: 2.2743 2020-09-11 13:06:23,534 - mmaction - INFO - Epoch [23][120/627] lr: 6.000e-02, eta: 23:12:28, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.4767, top5_acc: 0.7152, loss_cls: 2.2934, loss: 2.2934, grad_norm: 2.2810 2020-09-11 13:06:44,069 - mmaction - INFO - Epoch [23][140/627] lr: 6.000e-02, eta: 23:12:05, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4792, top5_acc: 0.7176, loss_cls: 2.2739, loss: 2.2739, grad_norm: 2.3064 2020-09-11 13:07:04,565 - mmaction - INFO - Epoch [23][160/627] lr: 6.000e-02, eta: 23:11:42, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.4799, top5_acc: 0.7098, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.3145 2020-09-11 13:07:25,156 - mmaction - INFO - Epoch [23][180/627] lr: 6.000e-02, eta: 23:11:20, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7130, loss_cls: 2.2826, loss: 2.2826, grad_norm: 2.2445 2020-09-11 13:07:45,753 - mmaction - INFO - Epoch [23][200/627] lr: 6.000e-02, eta: 23:10:57, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4793, top5_acc: 0.7215, loss_cls: 2.2619, loss: 2.2619, grad_norm: 2.2890 2020-09-11 13:08:06,257 - mmaction - INFO - Epoch [23][220/627] lr: 6.000e-02, eta: 23:10:34, time: 1.021, data_time: 0.010, memory: 8470, top1_acc: 0.4730, top5_acc: 0.7100, loss_cls: 2.3047, loss: 2.3047, grad_norm: 2.3038 2020-09-11 13:08:26,872 - mmaction - INFO - Epoch [23][240/627] lr: 6.000e-02, eta: 23:10:13, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.4717, top5_acc: 0.7138, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.3096 2020-09-11 13:08:47,412 - mmaction - INFO - Epoch [23][260/627] lr: 6.000e-02, eta: 23:09:50, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4773, top5_acc: 0.7108, loss_cls: 2.3019, loss: 2.3019, grad_norm: 2.2952 2020-09-11 13:09:07,944 - mmaction - INFO - Epoch [23][280/627] lr: 6.000e-02, eta: 23:09:27, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.4766, top5_acc: 0.7134, loss_cls: 2.3031, loss: 2.3031, grad_norm: 2.3164 2020-09-11 13:09:28,503 - mmaction - INFO - Epoch [23][300/627] lr: 6.000e-02, eta: 23:09:05, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.4780, top5_acc: 0.7161, loss_cls: 2.3124, loss: 2.3124, grad_norm: 2.3116 2020-09-11 13:09:49,069 - mmaction - INFO - Epoch [23][320/627] lr: 6.000e-02, eta: 23:08:43, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4721, top5_acc: 0.7129, loss_cls: 2.3196, loss: 2.3196, grad_norm: 2.3032 2020-09-11 13:10:09,723 - mmaction - INFO - Epoch [23][340/627] lr: 6.000e-02, eta: 23:08:21, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.4724, top5_acc: 0.7094, loss_cls: 2.3228, loss: 2.3228, grad_norm: 2.3199 2020-09-11 13:10:30,346 - mmaction - INFO - Epoch [23][360/627] lr: 6.000e-02, eta: 23:07:58, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.4734, top5_acc: 0.7104, loss_cls: 2.3117, loss: 2.3117, grad_norm: 2.2996 2020-09-11 13:10:50,886 - mmaction - INFO - Epoch [23][380/627] lr: 6.000e-02, eta: 23:07:35, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.4758, top5_acc: 0.7082, loss_cls: 2.3387, loss: 2.3387, grad_norm: 2.3020 2020-09-11 13:11:11,416 - mmaction - INFO - Epoch [23][400/627] lr: 6.000e-02, eta: 23:07:13, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.4766, top5_acc: 0.7168, loss_cls: 2.2946, loss: 2.2946, grad_norm: 2.3095 2020-09-11 13:11:32,087 - mmaction - INFO - Epoch [23][420/627] lr: 6.000e-02, eta: 23:06:50, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4797, top5_acc: 0.7107, loss_cls: 2.2942, loss: 2.2942, grad_norm: 2.2911 2020-09-11 13:11:52,742 - mmaction - INFO - Epoch [23][440/627] lr: 6.000e-02, eta: 23:06:30, time: 1.043, data_time: 0.022, memory: 8470, top1_acc: 0.4667, top5_acc: 0.7079, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.3071 2020-09-11 13:12:13,315 - mmaction - INFO - Epoch [23][460/627] lr: 6.000e-02, eta: 23:06:07, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4732, top5_acc: 0.7056, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.2895 2020-09-11 13:12:33,921 - mmaction - INFO - Epoch [23][480/627] lr: 6.000e-02, eta: 23:05:45, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4745, top5_acc: 0.7125, loss_cls: 2.3169, loss: 2.3169, grad_norm: 2.3013 2020-09-11 13:12:54,588 - mmaction - INFO - Epoch [23][500/627] lr: 6.000e-02, eta: 23:05:23, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.4747, top5_acc: 0.7108, loss_cls: 2.3368, loss: 2.3368, grad_norm: 2.2748 2020-09-11 13:13:15,164 - mmaction - INFO - Epoch [23][520/627] lr: 6.000e-02, eta: 23:05:00, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4680, top5_acc: 0.7068, loss_cls: 2.3390, loss: 2.3390, grad_norm: 2.2747 2020-09-11 13:13:35,608 - mmaction - INFO - Epoch [23][540/627] lr: 6.000e-02, eta: 23:04:37, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.4777, top5_acc: 0.7198, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.3139 2020-09-11 13:13:56,086 - mmaction - INFO - Epoch [23][560/627] lr: 6.000e-02, eta: 23:04:15, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.4803, top5_acc: 0.7184, loss_cls: 2.2949, loss: 2.2949, grad_norm: 2.2827 2020-09-11 13:14:16,644 - mmaction - INFO - Epoch [23][580/627] lr: 6.000e-02, eta: 23:03:51, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.4788, top5_acc: 0.7107, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.2839 2020-09-11 13:14:37,176 - mmaction - INFO - Epoch [23][600/627] lr: 6.000e-02, eta: 23:03:29, time: 1.025, data_time: 0.013, memory: 8470, top1_acc: 0.4745, top5_acc: 0.7109, loss_cls: 2.3128, loss: 2.3128, grad_norm: 2.2873 2020-09-11 13:14:57,891 - mmaction - INFO - Epoch [23][620/627] lr: 6.000e-02, eta: 23:03:08, time: 1.045, data_time: 0.013, memory: 8470, top1_acc: 0.4796, top5_acc: 0.7163, loss_cls: 2.2937, loss: 2.2937, grad_norm: 2.2992 2020-09-11 13:15:35,820 - mmaction - INFO - Epoch [24][20/627] lr: 6.000e-02, eta: 23:03:02, time: 1.605, data_time: 0.526, memory: 8470, top1_acc: 0.4837, top5_acc: 0.7174, loss_cls: 2.2910, loss: 2.2910, grad_norm: 2.3006 2020-09-11 13:15:56,369 - mmaction - INFO - Epoch [24][40/627] lr: 6.000e-02, eta: 23:02:39, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4693, top5_acc: 0.7102, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.3047 2020-09-11 13:16:16,911 - mmaction - INFO - Epoch [24][60/627] lr: 6.000e-02, eta: 23:02:17, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4719, top5_acc: 0.7070, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.3104 2020-09-11 13:16:37,348 - mmaction - INFO - Epoch [24][80/627] lr: 6.000e-02, eta: 23:01:54, time: 1.017, data_time: 0.008, memory: 8470, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2689, loss: 2.2689, grad_norm: 2.2640 2020-09-11 13:16:58,176 - mmaction - INFO - Epoch [24][100/627] lr: 6.000e-02, eta: 23:01:33, time: 1.046, data_time: 0.017, memory: 8470, top1_acc: 0.4784, top5_acc: 0.7098, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.2783 2020-09-11 13:17:18,764 - mmaction - INFO - Epoch [24][120/627] lr: 6.000e-02, eta: 23:01:10, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4850, top5_acc: 0.7208, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.3066 2020-09-11 13:17:39,414 - mmaction - INFO - Epoch [24][140/627] lr: 6.000e-02, eta: 23:00:48, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.4704, top5_acc: 0.7130, loss_cls: 2.3003, loss: 2.3003, grad_norm: 2.3107 2020-09-11 13:18:00,027 - mmaction - INFO - Epoch [24][160/627] lr: 6.000e-02, eta: 23:00:26, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.4751, top5_acc: 0.7122, loss_cls: 2.3063, loss: 2.3063, grad_norm: 2.2708 2020-09-11 13:18:20,475 - mmaction - INFO - Epoch [24][180/627] lr: 6.000e-02, eta: 23:00:04, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.2723 2020-09-11 13:18:41,055 - mmaction - INFO - Epoch [24][200/627] lr: 6.000e-02, eta: 22:59:42, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.4839, top5_acc: 0.7212, loss_cls: 2.2631, loss: 2.2631, grad_norm: 2.2860 2020-09-11 13:19:01,681 - mmaction - INFO - Epoch [24][220/627] lr: 6.000e-02, eta: 22:59:19, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7141, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.3019 2020-09-11 13:19:22,252 - mmaction - INFO - Epoch [24][240/627] lr: 6.000e-02, eta: 22:58:57, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4793, top5_acc: 0.7126, loss_cls: 2.2808, loss: 2.2808, grad_norm: 2.3006 2020-09-11 13:19:42,881 - mmaction - INFO - Epoch [24][260/627] lr: 6.000e-02, eta: 22:58:35, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4841, top5_acc: 0.7120, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.3049 2020-09-11 13:20:03,377 - mmaction - INFO - Epoch [24][280/627] lr: 6.000e-02, eta: 22:58:12, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.4855, top5_acc: 0.7228, loss_cls: 2.2905, loss: 2.2905, grad_norm: 2.3065 2020-09-11 13:20:23,927 - mmaction - INFO - Epoch [24][300/627] lr: 6.000e-02, eta: 22:57:49, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.4810, top5_acc: 0.7143, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.2783 2020-09-11 13:20:44,474 - mmaction - INFO - Epoch [24][320/627] lr: 6.000e-02, eta: 22:57:27, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7185, loss_cls: 2.2696, loss: 2.2696, grad_norm: 2.2905 2020-09-11 13:21:05,070 - mmaction - INFO - Epoch [24][340/627] lr: 6.000e-02, eta: 22:57:05, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.4698, top5_acc: 0.7117, loss_cls: 2.3033, loss: 2.3033, grad_norm: 2.2893 2020-09-11 13:21:25,630 - mmaction - INFO - Epoch [24][360/627] lr: 6.000e-02, eta: 22:56:43, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4806, top5_acc: 0.7230, loss_cls: 2.2767, loss: 2.2767, grad_norm: 2.2563 2020-09-11 13:21:46,228 - mmaction - INFO - Epoch [24][380/627] lr: 6.000e-02, eta: 22:56:20, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.4736, top5_acc: 0.7139, loss_cls: 2.3161, loss: 2.3161, grad_norm: 2.2905 2020-09-11 13:22:06,785 - mmaction - INFO - Epoch [24][400/627] lr: 6.000e-02, eta: 22:55:59, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.4714, top5_acc: 0.7178, loss_cls: 2.2959, loss: 2.2959, grad_norm: 2.2924 2020-09-11 13:22:27,395 - mmaction - INFO - Epoch [24][420/627] lr: 6.000e-02, eta: 22:55:36, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.4668, top5_acc: 0.7098, loss_cls: 2.3371, loss: 2.3371, grad_norm: 2.3318 2020-09-11 13:22:47,872 - mmaction - INFO - Epoch [24][440/627] lr: 6.000e-02, eta: 22:55:13, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.4785, top5_acc: 0.7154, loss_cls: 2.2944, loss: 2.2944, grad_norm: 2.2905 2020-09-11 13:23:08,438 - mmaction - INFO - Epoch [24][460/627] lr: 6.000e-02, eta: 22:54:51, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2660, loss: 2.2660, grad_norm: 2.2974 2020-09-11 13:23:29,126 - mmaction - INFO - Epoch [24][480/627] lr: 6.000e-02, eta: 22:54:30, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.4780, top5_acc: 0.7115, loss_cls: 2.3081, loss: 2.3081, grad_norm: 2.2900 2020-09-11 13:23:49,729 - mmaction - INFO - Epoch [24][500/627] lr: 6.000e-02, eta: 22:54:07, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.4810, top5_acc: 0.7217, loss_cls: 2.2620, loss: 2.2620, grad_norm: 2.2508 2020-09-11 13:24:10,258 - mmaction - INFO - Epoch [24][520/627] lr: 6.000e-02, eta: 22:53:45, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4770, top5_acc: 0.7107, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.3295 2020-09-11 13:24:30,906 - mmaction - INFO - Epoch [24][540/627] lr: 6.000e-02, eta: 22:53:23, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.4757, top5_acc: 0.7100, loss_cls: 2.3154, loss: 2.3154, grad_norm: 2.3312 2020-09-11 13:24:51,496 - mmaction - INFO - Epoch [24][560/627] lr: 6.000e-02, eta: 22:53:01, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.4878, top5_acc: 0.7246, loss_cls: 2.2690, loss: 2.2690, grad_norm: 2.2897 2020-09-11 13:25:12,035 - mmaction - INFO - Epoch [24][580/627] lr: 6.000e-02, eta: 22:52:38, time: 1.023, data_time: 0.011, memory: 8470, top1_acc: 0.4740, top5_acc: 0.7225, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.2773 2020-09-11 13:25:32,714 - mmaction - INFO - Epoch [24][600/627] lr: 6.000e-02, eta: 22:52:16, time: 1.032, data_time: 0.018, memory: 8470, top1_acc: 0.4698, top5_acc: 0.7079, loss_cls: 2.3289, loss: 2.3289, grad_norm: 2.3183 2020-09-11 13:25:53,310 - mmaction - INFO - Epoch [24][620/627] lr: 6.000e-02, eta: 22:51:55, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.4728, top5_acc: 0.7130, loss_cls: 2.3234, loss: 2.3234, grad_norm: 2.3054 2020-09-11 13:26:31,166 - mmaction - INFO - Epoch [25][20/627] lr: 6.000e-02, eta: 22:51:48, time: 1.607, data_time: 0.517, memory: 8470, top1_acc: 0.4728, top5_acc: 0.7195, loss_cls: 2.3071, loss: 2.3071, grad_norm: 2.3064 2020-09-11 13:26:51,863 - mmaction - INFO - Epoch [25][40/627] lr: 6.000e-02, eta: 22:51:26, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.4802, top5_acc: 0.7202, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.2961 2020-09-11 13:27:12,384 - mmaction - INFO - Epoch [25][60/627] lr: 6.000e-02, eta: 22:51:03, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.4806, top5_acc: 0.7214, loss_cls: 2.2683, loss: 2.2683, grad_norm: 2.3254 2020-09-11 13:27:32,885 - mmaction - INFO - Epoch [25][80/627] lr: 6.000e-02, eta: 22:50:41, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.4913, top5_acc: 0.7254, loss_cls: 2.2317, loss: 2.2317, grad_norm: 2.3142 2020-09-11 13:27:53,580 - mmaction - INFO - Epoch [25][100/627] lr: 6.000e-02, eta: 22:50:19, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4767, top5_acc: 0.7199, loss_cls: 2.2781, loss: 2.2781, grad_norm: 2.3063 2020-09-11 13:28:14,216 - mmaction - INFO - Epoch [25][120/627] lr: 6.000e-02, eta: 22:49:57, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7302, loss_cls: 2.2195, loss: 2.2195, grad_norm: 2.2596 2020-09-11 13:28:34,806 - mmaction - INFO - Epoch [25][140/627] lr: 6.000e-02, eta: 22:49:35, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.4789, top5_acc: 0.7228, loss_cls: 2.2603, loss: 2.2603, grad_norm: 2.3278 2020-09-11 13:28:55,432 - mmaction - INFO - Epoch [25][160/627] lr: 6.000e-02, eta: 22:49:13, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.4784, top5_acc: 0.7206, loss_cls: 2.2873, loss: 2.2873, grad_norm: 2.3178 2020-09-11 13:29:16,070 - mmaction - INFO - Epoch [25][180/627] lr: 6.000e-02, eta: 22:48:50, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.4725, top5_acc: 0.7057, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.3007 2020-09-11 13:29:36,730 - mmaction - INFO - Epoch [25][200/627] lr: 6.000e-02, eta: 22:48:30, time: 1.044, data_time: 0.014, memory: 8470, top1_acc: 0.4792, top5_acc: 0.7197, loss_cls: 2.2722, loss: 2.2722, grad_norm: 2.3358 2020-09-11 13:29:57,318 - mmaction - INFO - Epoch [25][220/627] lr: 6.000e-02, eta: 22:48:08, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.4753, top5_acc: 0.7154, loss_cls: 2.3078, loss: 2.3078, grad_norm: 2.3707 2020-09-11 13:30:17,984 - mmaction - INFO - Epoch [25][240/627] lr: 6.000e-02, eta: 22:47:45, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4835, top5_acc: 0.7212, loss_cls: 2.2684, loss: 2.2684, grad_norm: 2.2764 2020-09-11 13:30:38,567 - mmaction - INFO - Epoch [25][260/627] lr: 6.000e-02, eta: 22:47:24, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.4818, top5_acc: 0.7191, loss_cls: 2.2661, loss: 2.2661, grad_norm: 2.2973 2020-09-11 13:30:59,174 - mmaction - INFO - Epoch [25][280/627] lr: 6.000e-02, eta: 22:47:02, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.4710, top5_acc: 0.7145, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.2887 2020-09-11 13:31:19,700 - mmaction - INFO - Epoch [25][300/627] lr: 6.000e-02, eta: 22:46:39, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7247, loss_cls: 2.2163, loss: 2.2163, grad_norm: 2.2562 2020-09-11 13:31:40,137 - mmaction - INFO - Epoch [25][320/627] lr: 6.000e-02, eta: 22:46:16, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.4754, top5_acc: 0.7135, loss_cls: 2.3114, loss: 2.3114, grad_norm: 2.2903 2020-09-11 13:32:00,747 - mmaction - INFO - Epoch [25][340/627] lr: 6.000e-02, eta: 22:45:54, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.4827, top5_acc: 0.7132, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.3142 2020-09-11 13:32:21,318 - mmaction - INFO - Epoch [25][360/627] lr: 6.000e-02, eta: 22:45:32, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.4845, top5_acc: 0.7245, loss_cls: 2.2647, loss: 2.2647, grad_norm: 2.3326 2020-09-11 13:32:41,857 - mmaction - INFO - Epoch [25][380/627] lr: 6.000e-02, eta: 22:45:10, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.4790, top5_acc: 0.7237, loss_cls: 2.2651, loss: 2.2651, grad_norm: 2.3262 2020-09-11 13:33:02,411 - mmaction - INFO - Epoch [25][400/627] lr: 6.000e-02, eta: 22:44:48, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.4773, top5_acc: 0.7178, loss_cls: 2.2866, loss: 2.2866, grad_norm: 2.2863 2020-09-11 13:33:22,937 - mmaction - INFO - Epoch [25][420/627] lr: 6.000e-02, eta: 22:44:25, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.4812, top5_acc: 0.7092, loss_cls: 2.3037, loss: 2.3037, grad_norm: 2.3096 2020-09-11 13:33:43,399 - mmaction - INFO - Epoch [25][440/627] lr: 6.000e-02, eta: 22:44:02, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.4736, top5_acc: 0.7180, loss_cls: 2.2859, loss: 2.2859, grad_norm: 2.3272 2020-09-11 13:34:03,905 - mmaction - INFO - Epoch [25][460/627] lr: 6.000e-02, eta: 22:43:40, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.4732, top5_acc: 0.7030, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.3088 2020-09-11 13:34:24,405 - mmaction - INFO - Epoch [25][480/627] lr: 6.000e-02, eta: 22:43:17, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.4663, top5_acc: 0.7082, loss_cls: 2.3413, loss: 2.3413, grad_norm: 2.3089 2020-09-11 13:34:45,017 - mmaction - INFO - Epoch [25][500/627] lr: 6.000e-02, eta: 22:42:55, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.4768, top5_acc: 0.7165, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.2941 2020-09-11 13:35:05,656 - mmaction - INFO - Epoch [25][520/627] lr: 6.000e-02, eta: 22:42:33, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4785, top5_acc: 0.7115, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.2716 2020-09-11 13:35:26,223 - mmaction - INFO - Epoch [25][540/627] lr: 6.000e-02, eta: 22:42:11, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7189, loss_cls: 2.2819, loss: 2.2819, grad_norm: 2.2913 2020-09-11 13:35:46,783 - mmaction - INFO - Epoch [25][560/627] lr: 6.000e-02, eta: 22:41:49, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4727, top5_acc: 0.7102, loss_cls: 2.3327, loss: 2.3327, grad_norm: 2.2982 2020-09-11 13:36:07,355 - mmaction - INFO - Epoch [25][580/627] lr: 6.000e-02, eta: 22:41:27, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4794, top5_acc: 0.7115, loss_cls: 2.2980, loss: 2.2980, grad_norm: 2.2682 2020-09-11 13:36:27,861 - mmaction - INFO - Epoch [25][600/627] lr: 6.000e-02, eta: 22:41:04, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4854, top5_acc: 0.7185, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.2790 2020-09-11 13:36:48,524 - mmaction - INFO - Epoch [25][620/627] lr: 6.000e-02, eta: 22:40:42, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7227, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.2987 2020-09-11 13:36:54,216 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-09-11 13:37:26,422 - mmaction - INFO - Epoch [26][20/627] lr: 6.000e-02, eta: 22:40:31, time: 1.576, data_time: 0.504, memory: 8470, top1_acc: 0.4788, top5_acc: 0.7134, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.2720 2020-09-11 13:37:47,040 - mmaction - INFO - Epoch [26][40/627] lr: 6.000e-02, eta: 22:40:10, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.4747, top5_acc: 0.7117, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.2870 2020-09-11 13:38:07,611 - mmaction - INFO - Epoch [26][60/627] lr: 6.000e-02, eta: 22:39:48, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.4829, top5_acc: 0.7198, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.2672 2020-09-11 13:38:28,118 - mmaction - INFO - Epoch [26][80/627] lr: 6.000e-02, eta: 22:39:25, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7191, loss_cls: 2.2523, loss: 2.2523, grad_norm: 2.2640 2020-09-11 13:38:48,740 - mmaction - INFO - Epoch [26][100/627] lr: 6.000e-02, eta: 22:39:03, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4865, top5_acc: 0.7290, loss_cls: 2.2501, loss: 2.2501, grad_norm: 2.2920 2020-09-11 13:39:09,273 - mmaction - INFO - Epoch [26][120/627] lr: 6.000e-02, eta: 22:38:41, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.2748 2020-09-11 13:39:29,783 - mmaction - INFO - Epoch [26][140/627] lr: 6.000e-02, eta: 22:38:18, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.4919, top5_acc: 0.7229, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.2596 2020-09-11 13:39:50,338 - mmaction - INFO - Epoch [26][160/627] lr: 6.000e-02, eta: 22:37:56, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.4917, top5_acc: 0.7254, loss_cls: 2.2477, loss: 2.2477, grad_norm: 2.2968 2020-09-11 13:40:10,917 - mmaction - INFO - Epoch [26][180/627] lr: 6.000e-02, eta: 22:37:34, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.4814, top5_acc: 0.7189, loss_cls: 2.2699, loss: 2.2699, grad_norm: 2.2872 2020-09-11 13:40:31,538 - mmaction - INFO - Epoch [26][200/627] lr: 6.000e-02, eta: 22:37:12, time: 1.037, data_time: 0.012, memory: 8470, top1_acc: 0.4792, top5_acc: 0.7211, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.3107 2020-09-11 13:40:52,108 - mmaction - INFO - Epoch [26][220/627] lr: 6.000e-02, eta: 22:36:50, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7185, loss_cls: 2.2562, loss: 2.2562, grad_norm: 2.2988 2020-09-11 13:41:12,685 - mmaction - INFO - Epoch [26][240/627] lr: 6.000e-02, eta: 22:36:28, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4753, top5_acc: 0.7133, loss_cls: 2.2953, loss: 2.2953, grad_norm: 2.3425 2020-09-11 13:41:33,338 - mmaction - INFO - Epoch [26][260/627] lr: 6.000e-02, eta: 22:36:06, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4827, top5_acc: 0.7148, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.3004 2020-09-11 13:41:54,031 - mmaction - INFO - Epoch [26][280/627] lr: 6.000e-02, eta: 22:35:44, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.4824, top5_acc: 0.7092, loss_cls: 2.2999, loss: 2.2999, grad_norm: 2.3000 2020-09-11 13:42:14,593 - mmaction - INFO - Epoch [26][300/627] lr: 6.000e-02, eta: 22:35:22, time: 1.034, data_time: 0.019, memory: 8470, top1_acc: 0.4772, top5_acc: 0.7219, loss_cls: 2.2806, loss: 2.2806, grad_norm: 2.2981 2020-09-11 13:42:35,141 - mmaction - INFO - Epoch [26][320/627] lr: 6.000e-02, eta: 22:35:00, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.2893 2020-09-11 13:42:55,680 - mmaction - INFO - Epoch [26][340/627] lr: 6.000e-02, eta: 22:34:38, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.4786, top5_acc: 0.7174, loss_cls: 2.2903, loss: 2.2903, grad_norm: 2.3316 2020-09-11 13:43:16,240 - mmaction - INFO - Epoch [26][360/627] lr: 6.000e-02, eta: 22:34:16, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4917, top5_acc: 0.7284, loss_cls: 2.2194, loss: 2.2194, grad_norm: 2.2895 2020-09-11 13:43:36,830 - mmaction - INFO - Epoch [26][380/627] lr: 6.000e-02, eta: 22:33:54, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.4764, top5_acc: 0.7184, loss_cls: 2.2635, loss: 2.2635, grad_norm: 2.3169 2020-09-11 13:43:57,303 - mmaction - INFO - Epoch [26][400/627] lr: 6.000e-02, eta: 22:33:32, time: 1.025, data_time: 0.013, memory: 8470, top1_acc: 0.4693, top5_acc: 0.7204, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.3262 2020-09-11 13:44:17,850 - mmaction - INFO - Epoch [26][420/627] lr: 6.000e-02, eta: 22:33:09, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.4792, top5_acc: 0.7243, loss_cls: 2.2812, loss: 2.2812, grad_norm: 2.2654 2020-09-11 13:44:38,365 - mmaction - INFO - Epoch [26][440/627] lr: 6.000e-02, eta: 22:32:47, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4831, top5_acc: 0.7197, loss_cls: 2.2802, loss: 2.2802, grad_norm: 2.2977 2020-09-11 13:44:59,118 - mmaction - INFO - Epoch [26][460/627] lr: 6.000e-02, eta: 22:32:26, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.4741, top5_acc: 0.7249, loss_cls: 2.2631, loss: 2.2631, grad_norm: 2.2790 2020-09-11 13:45:19,702 - mmaction - INFO - Epoch [26][480/627] lr: 6.000e-02, eta: 22:32:03, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.4871, top5_acc: 0.7195, loss_cls: 2.2689, loss: 2.2689, grad_norm: 2.2902 2020-09-11 13:45:40,320 - mmaction - INFO - Epoch [26][500/627] lr: 6.000e-02, eta: 22:31:42, time: 1.041, data_time: 0.020, memory: 8470, top1_acc: 0.4819, top5_acc: 0.7143, loss_cls: 2.2815, loss: 2.2815, grad_norm: 2.3408 2020-09-11 13:46:00,864 - mmaction - INFO - Epoch [26][520/627] lr: 6.000e-02, eta: 22:31:19, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.4724, top5_acc: 0.7137, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.3233 2020-09-11 13:46:21,493 - mmaction - INFO - Epoch [26][540/627] lr: 6.000e-02, eta: 22:30:58, time: 1.036, data_time: 0.019, memory: 8470, top1_acc: 0.4815, top5_acc: 0.7227, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.2962 2020-09-11 13:46:42,101 - mmaction - INFO - Epoch [26][560/627] lr: 6.000e-02, eta: 22:30:36, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4780, top5_acc: 0.7143, loss_cls: 2.3091, loss: 2.3091, grad_norm: 2.3463 2020-09-11 13:47:02,654 - mmaction - INFO - Epoch [26][580/627] lr: 6.000e-02, eta: 22:30:14, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.4823, top5_acc: 0.7077, loss_cls: 2.3041, loss: 2.3041, grad_norm: 2.3265 2020-09-11 13:47:23,218 - mmaction - INFO - Epoch [26][600/627] lr: 6.000e-02, eta: 22:29:52, time: 1.026, data_time: 0.002, memory: 8470, top1_acc: 0.4857, top5_acc: 0.7176, loss_cls: 2.2578, loss: 2.2578, grad_norm: 2.2912 2020-09-11 13:47:43,781 - mmaction - INFO - Epoch [26][620/627] lr: 6.000e-02, eta: 22:29:30, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4779, top5_acc: 0.7104, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.3116 2020-09-11 13:48:22,067 - mmaction - INFO - Epoch [27][20/627] lr: 6.000e-02, eta: 22:29:22, time: 1.625, data_time: 0.514, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7288, loss_cls: 2.2456, loss: 2.2456, grad_norm: 2.3153 2020-09-11 13:48:42,731 - mmaction - INFO - Epoch [27][40/627] lr: 6.000e-02, eta: 22:29:01, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.4814, top5_acc: 0.7169, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.3383 2020-09-11 13:49:03,299 - mmaction - INFO - Epoch [27][60/627] lr: 6.000e-02, eta: 22:28:39, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.4915, top5_acc: 0.7227, loss_cls: 2.2562, loss: 2.2562, grad_norm: 2.2703 2020-09-11 13:49:23,923 - mmaction - INFO - Epoch [27][80/627] lr: 6.000e-02, eta: 22:28:16, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.4831, top5_acc: 0.7215, loss_cls: 2.2720, loss: 2.2720, grad_norm: 2.3208 2020-09-11 13:49:44,448 - mmaction - INFO - Epoch [27][100/627] lr: 6.000e-02, eta: 22:27:54, time: 1.030, data_time: 0.016, memory: 8470, top1_acc: 0.4848, top5_acc: 0.7214, loss_cls: 2.2638, loss: 2.2638, grad_norm: 2.2833 2020-09-11 13:50:05,003 - mmaction - INFO - Epoch [27][120/627] lr: 6.000e-02, eta: 22:27:32, time: 1.024, data_time: 0.014, memory: 8470, top1_acc: 0.4846, top5_acc: 0.7223, loss_cls: 2.2546, loss: 2.2546, grad_norm: 2.2996 2020-09-11 13:50:25,615 - mmaction - INFO - Epoch [27][140/627] lr: 6.000e-02, eta: 22:27:10, time: 1.034, data_time: 0.019, memory: 8470, top1_acc: 0.4824, top5_acc: 0.7089, loss_cls: 2.2994, loss: 2.2994, grad_norm: 2.2938 2020-09-11 13:50:46,231 - mmaction - INFO - Epoch [27][160/627] lr: 6.000e-02, eta: 22:26:49, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.4941, top5_acc: 0.7273, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.3058 2020-09-11 13:51:06,878 - mmaction - INFO - Epoch [27][180/627] lr: 6.000e-02, eta: 22:26:27, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.4849, top5_acc: 0.7232, loss_cls: 2.2441, loss: 2.2441, grad_norm: 2.2694 2020-09-11 13:51:27,487 - mmaction - INFO - Epoch [27][200/627] lr: 6.000e-02, eta: 22:26:05, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4839, top5_acc: 0.7184, loss_cls: 2.2550, loss: 2.2550, grad_norm: 2.2670 2020-09-11 13:51:48,056 - mmaction - INFO - Epoch [27][220/627] lr: 6.000e-02, eta: 22:25:43, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.4828, top5_acc: 0.7246, loss_cls: 2.2405, loss: 2.2405, grad_norm: 2.3035 2020-09-11 13:52:08,646 - mmaction - INFO - Epoch [27][240/627] lr: 6.000e-02, eta: 22:25:21, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.4790, top5_acc: 0.7163, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.3172 2020-09-11 13:52:29,261 - mmaction - INFO - Epoch [27][260/627] lr: 6.000e-02, eta: 22:25:00, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2354, loss: 2.2354, grad_norm: 2.3084 2020-09-11 13:52:49,782 - mmaction - INFO - Epoch [27][280/627] lr: 6.000e-02, eta: 22:24:37, time: 1.021, data_time: 0.010, memory: 8470, top1_acc: 0.4824, top5_acc: 0.7129, loss_cls: 2.2937, loss: 2.2937, grad_norm: 2.3166 2020-09-11 13:53:10,295 - mmaction - INFO - Epoch [27][300/627] lr: 6.000e-02, eta: 22:24:15, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7237, loss_cls: 2.2413, loss: 2.2413, grad_norm: 2.2760 2020-09-11 13:53:30,973 - mmaction - INFO - Epoch [27][320/627] lr: 6.000e-02, eta: 22:23:53, time: 1.037, data_time: 0.009, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7263, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.3038 2020-09-11 13:53:51,463 - mmaction - INFO - Epoch [27][340/627] lr: 6.000e-02, eta: 22:23:31, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.4849, top5_acc: 0.7206, loss_cls: 2.2508, loss: 2.2508, grad_norm: 2.3169 2020-09-11 13:54:12,070 - mmaction - INFO - Epoch [27][360/627] lr: 6.000e-02, eta: 22:23:09, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.4819, top5_acc: 0.7202, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.2962 2020-09-11 13:54:32,800 - mmaction - INFO - Epoch [27][380/627] lr: 6.000e-02, eta: 22:22:48, time: 1.036, data_time: 0.006, memory: 8470, top1_acc: 0.4839, top5_acc: 0.7150, loss_cls: 2.2972, loss: 2.2972, grad_norm: 2.3043 2020-09-11 13:54:53,312 - mmaction - INFO - Epoch [27][400/627] lr: 6.000e-02, eta: 22:22:25, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.4816, top5_acc: 0.7208, loss_cls: 2.2660, loss: 2.2660, grad_norm: 2.3219 2020-09-11 13:55:13,948 - mmaction - INFO - Epoch [27][420/627] lr: 6.000e-02, eta: 22:22:04, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.4836, top5_acc: 0.7130, loss_cls: 2.2694, loss: 2.2694, grad_norm: 2.3130 2020-09-11 13:55:34,455 - mmaction - INFO - Epoch [27][440/627] lr: 6.000e-02, eta: 22:21:41, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.4772, top5_acc: 0.7160, loss_cls: 2.2772, loss: 2.2772, grad_norm: 2.2869 2020-09-11 13:55:54,987 - mmaction - INFO - Epoch [27][460/627] lr: 6.000e-02, eta: 22:21:19, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.4792, top5_acc: 0.7163, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.3160 2020-09-11 13:56:15,411 - mmaction - INFO - Epoch [27][480/627] lr: 6.000e-02, eta: 22:20:57, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.4852, top5_acc: 0.7199, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.2797 2020-09-11 13:56:35,939 - mmaction - INFO - Epoch [27][500/627] lr: 6.000e-02, eta: 22:20:34, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.4900, top5_acc: 0.7176, loss_cls: 2.2546, loss: 2.2546, grad_norm: 2.2861 2020-09-11 13:56:56,597 - mmaction - INFO - Epoch [27][520/627] lr: 6.000e-02, eta: 22:20:13, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7245, loss_cls: 2.2513, loss: 2.2513, grad_norm: 2.2868 2020-09-11 13:57:17,229 - mmaction - INFO - Epoch [27][540/627] lr: 6.000e-02, eta: 22:19:50, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.4885, top5_acc: 0.7185, loss_cls: 2.2560, loss: 2.2560, grad_norm: 2.3071 2020-09-11 13:57:37,818 - mmaction - INFO - Epoch [27][560/627] lr: 6.000e-02, eta: 22:19:29, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.4819, top5_acc: 0.7259, loss_cls: 2.2533, loss: 2.2533, grad_norm: 2.2877 2020-09-11 13:57:58,412 - mmaction - INFO - Epoch [27][580/627] lr: 6.000e-02, eta: 22:19:07, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4806, top5_acc: 0.7107, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.3012 2020-09-11 13:58:19,025 - mmaction - INFO - Epoch [27][600/627] lr: 6.000e-02, eta: 22:18:46, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.4665, top5_acc: 0.7208, loss_cls: 2.3140, loss: 2.3140, grad_norm: 2.3286 2020-09-11 13:58:39,657 - mmaction - INFO - Epoch [27][620/627] lr: 6.000e-02, eta: 22:18:24, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.4826, top5_acc: 0.7141, loss_cls: 2.2806, loss: 2.2806, grad_norm: 2.2775 2020-09-11 13:59:17,765 - mmaction - INFO - Epoch [28][20/627] lr: 6.000e-02, eta: 22:18:15, time: 1.617, data_time: 0.554, memory: 8470, top1_acc: 0.4767, top5_acc: 0.7138, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.3168 2020-09-11 13:59:38,478 - mmaction - INFO - Epoch [28][40/627] lr: 6.000e-02, eta: 22:17:53, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4772, top5_acc: 0.7163, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.2853 2020-09-11 13:59:59,048 - mmaction - INFO - Epoch [28][60/627] lr: 6.000e-02, eta: 22:17:32, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.4772, top5_acc: 0.7221, loss_cls: 2.2767, loss: 2.2767, grad_norm: 2.2944 2020-09-11 14:00:19,777 - mmaction - INFO - Epoch [28][80/627] lr: 6.000e-02, eta: 22:17:10, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7257, loss_cls: 2.2350, loss: 2.2350, grad_norm: 2.2644 2020-09-11 14:00:40,447 - mmaction - INFO - Epoch [28][100/627] lr: 6.000e-02, eta: 22:16:48, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4940, top5_acc: 0.7272, loss_cls: 2.2129, loss: 2.2129, grad_norm: 2.3098 2020-09-11 14:01:01,152 - mmaction - INFO - Epoch [28][120/627] lr: 6.000e-02, eta: 22:16:27, time: 1.040, data_time: 0.011, memory: 8470, top1_acc: 0.4924, top5_acc: 0.7277, loss_cls: 2.2283, loss: 2.2283, grad_norm: 2.3163 2020-09-11 14:01:21,800 - mmaction - INFO - Epoch [28][140/627] lr: 6.000e-02, eta: 22:16:05, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4848, top5_acc: 0.7189, loss_cls: 2.2773, loss: 2.2773, grad_norm: 2.3149 2020-09-11 14:01:42,398 - mmaction - INFO - Epoch [28][160/627] lr: 6.000e-02, eta: 22:15:44, time: 1.038, data_time: 0.010, memory: 8470, top1_acc: 0.4865, top5_acc: 0.7208, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.3135 2020-09-11 14:02:02,896 - mmaction - INFO - Epoch [28][180/627] lr: 6.000e-02, eta: 22:15:21, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.4918, top5_acc: 0.7246, loss_cls: 2.2459, loss: 2.2459, grad_norm: 2.3422 2020-09-11 14:02:23,580 - mmaction - INFO - Epoch [28][200/627] lr: 6.000e-02, eta: 22:15:00, time: 1.040, data_time: 0.010, memory: 8470, top1_acc: 0.4896, top5_acc: 0.7290, loss_cls: 2.2140, loss: 2.2140, grad_norm: 2.3004 2020-09-11 14:02:44,053 - mmaction - INFO - Epoch [28][220/627] lr: 6.000e-02, eta: 22:14:38, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.4846, top5_acc: 0.7236, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.3048 2020-09-11 14:03:04,574 - mmaction - INFO - Epoch [28][240/627] lr: 6.000e-02, eta: 22:14:16, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4832, top5_acc: 0.7184, loss_cls: 2.2649, loss: 2.2649, grad_norm: 2.3149 2020-09-11 14:03:25,107 - mmaction - INFO - Epoch [28][260/627] lr: 6.000e-02, eta: 22:13:53, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4788, top5_acc: 0.7220, loss_cls: 2.2630, loss: 2.2630, grad_norm: 2.3101 2020-09-11 14:03:45,776 - mmaction - INFO - Epoch [28][280/627] lr: 6.000e-02, eta: 22:13:32, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4921, top5_acc: 0.7257, loss_cls: 2.2302, loss: 2.2302, grad_norm: 2.2724 2020-09-11 14:04:06,351 - mmaction - INFO - Epoch [28][300/627] lr: 6.000e-02, eta: 22:13:10, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4853, top5_acc: 0.7229, loss_cls: 2.2598, loss: 2.2598, grad_norm: 2.3145 2020-09-11 14:04:26,849 - mmaction - INFO - Epoch [28][320/627] lr: 6.000e-02, eta: 22:12:48, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7250, loss_cls: 2.2391, loss: 2.2391, grad_norm: 2.2862 2020-09-11 14:04:47,393 - mmaction - INFO - Epoch [28][340/627] lr: 6.000e-02, eta: 22:12:26, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.4940, top5_acc: 0.7286, loss_cls: 2.2205, loss: 2.2205, grad_norm: 2.2885 2020-09-11 14:05:07,979 - mmaction - INFO - Epoch [28][360/627] lr: 6.000e-02, eta: 22:12:03, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.4917, top5_acc: 0.7203, loss_cls: 2.2587, loss: 2.2587, grad_norm: 2.3031 2020-09-11 14:05:28,607 - mmaction - INFO - Epoch [28][380/627] lr: 6.000e-02, eta: 22:11:42, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.4846, top5_acc: 0.7208, loss_cls: 2.2598, loss: 2.2598, grad_norm: 2.3199 2020-09-11 14:05:49,219 - mmaction - INFO - Epoch [28][400/627] lr: 6.000e-02, eta: 22:11:20, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.4818, top5_acc: 0.7132, loss_cls: 2.2955, loss: 2.2955, grad_norm: 2.3162 2020-09-11 14:06:09,855 - mmaction - INFO - Epoch [28][420/627] lr: 6.000e-02, eta: 22:10:59, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.4854, top5_acc: 0.7203, loss_cls: 2.2611, loss: 2.2611, grad_norm: 2.2955 2020-09-11 14:06:30,413 - mmaction - INFO - Epoch [28][440/627] lr: 6.000e-02, eta: 22:10:37, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.4836, top5_acc: 0.7165, loss_cls: 2.2601, loss: 2.2601, grad_norm: 2.3088 2020-09-11 14:06:51,098 - mmaction - INFO - Epoch [28][460/627] lr: 6.000e-02, eta: 22:10:15, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.4819, top5_acc: 0.7172, loss_cls: 2.2894, loss: 2.2894, grad_norm: 2.3035 2020-09-11 14:07:11,676 - mmaction - INFO - Epoch [28][480/627] lr: 6.000e-02, eta: 22:09:53, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.4811, top5_acc: 0.7161, loss_cls: 2.2756, loss: 2.2756, grad_norm: 2.3354 2020-09-11 14:07:32,279 - mmaction - INFO - Epoch [28][500/627] lr: 6.000e-02, eta: 22:09:31, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.4842, top5_acc: 0.7277, loss_cls: 2.2532, loss: 2.2532, grad_norm: 2.3158 2020-09-11 14:07:52,928 - mmaction - INFO - Epoch [28][520/627] lr: 6.000e-02, eta: 22:09:10, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4803, top5_acc: 0.7109, loss_cls: 2.2986, loss: 2.2986, grad_norm: 2.3307 2020-09-11 14:08:13,477 - mmaction - INFO - Epoch [28][540/627] lr: 6.000e-02, eta: 22:08:48, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4801, top5_acc: 0.7173, loss_cls: 2.2876, loss: 2.2876, grad_norm: 2.3238 2020-09-11 14:08:34,087 - mmaction - INFO - Epoch [28][560/627] lr: 6.000e-02, eta: 22:08:26, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4880, top5_acc: 0.7145, loss_cls: 2.2743, loss: 2.2743, grad_norm: 2.2751 2020-09-11 14:08:54,641 - mmaction - INFO - Epoch [28][580/627] lr: 6.000e-02, eta: 22:08:04, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7129, loss_cls: 2.2927, loss: 2.2927, grad_norm: 2.3058 2020-09-11 14:09:15,216 - mmaction - INFO - Epoch [28][600/627] lr: 6.000e-02, eta: 22:07:42, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.4799, top5_acc: 0.7203, loss_cls: 2.2803, loss: 2.2803, grad_norm: 2.2918 2020-09-11 14:09:35,696 - mmaction - INFO - Epoch [28][620/627] lr: 6.000e-02, eta: 22:07:20, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.4866, top5_acc: 0.7232, loss_cls: 2.2474, loss: 2.2474, grad_norm: 2.2684 2020-09-11 14:10:41,199 - mmaction - INFO - Epoch [29][20/627] lr: 6.000e-02, eta: 22:08:14, time: 2.355, data_time: 1.261, memory: 8470, top1_acc: 0.4954, top5_acc: 0.7382, loss_cls: 2.2019, loss: 2.2019, grad_norm: 2.3424 2020-09-11 14:11:01,888 - mmaction - INFO - Epoch [29][40/627] lr: 6.000e-02, eta: 22:07:53, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.4898, top5_acc: 0.7306, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.2804 2020-09-11 14:11:22,521 - mmaction - INFO - Epoch [29][60/627] lr: 6.000e-02, eta: 22:07:31, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.4954, top5_acc: 0.7280, loss_cls: 2.2179, loss: 2.2179, grad_norm: 2.3233 2020-09-11 14:11:43,120 - mmaction - INFO - Epoch [29][80/627] lr: 6.000e-02, eta: 22:07:09, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7294, loss_cls: 2.2143, loss: 2.2143, grad_norm: 2.2866 2020-09-11 14:12:03,687 - mmaction - INFO - Epoch [29][100/627] lr: 6.000e-02, eta: 22:06:47, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4863, top5_acc: 0.7188, loss_cls: 2.2493, loss: 2.2493, grad_norm: 2.2949 2020-09-11 14:12:24,197 - mmaction - INFO - Epoch [29][120/627] lr: 6.000e-02, eta: 22:06:25, time: 1.022, data_time: 0.002, memory: 8470, top1_acc: 0.4941, top5_acc: 0.7250, loss_cls: 2.2251, loss: 2.2251, grad_norm: 2.2821 2020-09-11 14:12:44,711 - mmaction - INFO - Epoch [29][140/627] lr: 6.000e-02, eta: 22:06:02, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.4865, top5_acc: 0.7202, loss_cls: 2.2519, loss: 2.2519, grad_norm: 2.2940 2020-09-11 14:13:05,268 - mmaction - INFO - Epoch [29][160/627] lr: 6.000e-02, eta: 22:05:40, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.4831, top5_acc: 0.7242, loss_cls: 2.2752, loss: 2.2752, grad_norm: 2.3510 2020-09-11 14:13:25,896 - mmaction - INFO - Epoch [29][180/627] lr: 6.000e-02, eta: 22:05:18, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.4882, top5_acc: 0.7275, loss_cls: 2.2313, loss: 2.2313, grad_norm: 2.3087 2020-09-11 14:13:46,459 - mmaction - INFO - Epoch [29][200/627] lr: 6.000e-02, eta: 22:04:56, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.4842, top5_acc: 0.7167, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.3654 2020-09-11 14:14:07,049 - mmaction - INFO - Epoch [29][220/627] lr: 6.000e-02, eta: 22:04:34, time: 1.024, data_time: 0.011, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7260, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.2661 2020-09-11 14:14:27,600 - mmaction - INFO - Epoch [29][240/627] lr: 6.000e-02, eta: 22:04:13, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.4898, top5_acc: 0.7254, loss_cls: 2.2393, loss: 2.2393, grad_norm: 2.2742 2020-09-11 14:14:48,220 - mmaction - INFO - Epoch [29][260/627] lr: 6.000e-02, eta: 22:03:51, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.4928, top5_acc: 0.7268, loss_cls: 2.2417, loss: 2.2417, grad_norm: 2.3258 2020-09-11 14:15:08,749 - mmaction - INFO - Epoch [29][280/627] lr: 6.000e-02, eta: 22:03:29, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4819, top5_acc: 0.7188, loss_cls: 2.2716, loss: 2.2716, grad_norm: 2.3110 2020-09-11 14:15:29,340 - mmaction - INFO - Epoch [29][300/627] lr: 6.000e-02, eta: 22:03:07, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4799, top5_acc: 0.7181, loss_cls: 2.2914, loss: 2.2914, grad_norm: 2.3697 2020-09-11 14:15:49,915 - mmaction - INFO - Epoch [29][320/627] lr: 6.000e-02, eta: 22:02:45, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7259, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.2718 2020-09-11 14:16:10,467 - mmaction - INFO - Epoch [29][340/627] lr: 6.000e-02, eta: 22:02:23, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7273, loss_cls: 2.2334, loss: 2.2334, grad_norm: 2.3147 2020-09-11 14:16:31,015 - mmaction - INFO - Epoch [29][360/627] lr: 6.000e-02, eta: 22:02:00, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4904, top5_acc: 0.7276, loss_cls: 2.2328, loss: 2.2328, grad_norm: 2.2942 2020-09-11 14:16:51,553 - mmaction - INFO - Epoch [29][380/627] lr: 6.000e-02, eta: 22:01:39, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4788, top5_acc: 0.7217, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.3177 2020-09-11 14:17:12,207 - mmaction - INFO - Epoch [29][400/627] lr: 6.000e-02, eta: 22:01:17, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4891, top5_acc: 0.7255, loss_cls: 2.2438, loss: 2.2438, grad_norm: 2.2950 2020-09-11 14:17:32,812 - mmaction - INFO - Epoch [29][420/627] lr: 6.000e-02, eta: 22:00:55, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.4822, top5_acc: 0.7247, loss_cls: 2.2488, loss: 2.2488, grad_norm: 2.3122 2020-09-11 14:17:53,453 - mmaction - INFO - Epoch [29][440/627] lr: 6.000e-02, eta: 22:00:33, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.3033, loss: 2.3033, grad_norm: 2.3193 2020-09-11 14:18:14,035 - mmaction - INFO - Epoch [29][460/627] lr: 6.000e-02, eta: 22:00:11, time: 1.027, data_time: 0.017, memory: 8470, top1_acc: 0.4911, top5_acc: 0.7189, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.2834 2020-09-11 14:18:34,516 - mmaction - INFO - Epoch [29][480/627] lr: 6.000e-02, eta: 21:59:49, time: 1.030, data_time: 0.017, memory: 8470, top1_acc: 0.4841, top5_acc: 0.7167, loss_cls: 2.2881, loss: 2.2881, grad_norm: 2.3334 2020-09-11 14:18:55,164 - mmaction - INFO - Epoch [29][500/627] lr: 6.000e-02, eta: 21:59:27, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4850, top5_acc: 0.7217, loss_cls: 2.2732, loss: 2.2732, grad_norm: 2.3249 2020-09-11 14:19:15,795 - mmaction - INFO - Epoch [29][520/627] lr: 6.000e-02, eta: 21:59:06, time: 1.039, data_time: 0.013, memory: 8470, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2913, loss: 2.2913, grad_norm: 2.3213 2020-09-11 14:19:36,430 - mmaction - INFO - Epoch [29][540/627] lr: 6.000e-02, eta: 21:58:44, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.4824, top5_acc: 0.7203, loss_cls: 2.2590, loss: 2.2590, grad_norm: 2.3082 2020-09-11 14:19:57,025 - mmaction - INFO - Epoch [29][560/627] lr: 6.000e-02, eta: 21:58:22, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.4793, top5_acc: 0.7148, loss_cls: 2.2907, loss: 2.2907, grad_norm: 2.3299 2020-09-11 14:20:17,697 - mmaction - INFO - Epoch [29][580/627] lr: 6.000e-02, eta: 21:58:01, time: 1.040, data_time: 0.012, memory: 8470, top1_acc: 0.4871, top5_acc: 0.7217, loss_cls: 2.2569, loss: 2.2569, grad_norm: 2.3105 2020-09-11 14:20:38,191 - mmaction - INFO - Epoch [29][600/627] lr: 6.000e-02, eta: 21:57:39, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2651, loss: 2.2651, grad_norm: 2.3106 2020-09-11 14:20:58,847 - mmaction - INFO - Epoch [29][620/627] lr: 6.000e-02, eta: 21:57:17, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.4836, top5_acc: 0.7257, loss_cls: 2.2425, loss: 2.2425, grad_norm: 2.3033 2020-09-11 14:21:36,362 - mmaction - INFO - Epoch [30][20/627] lr: 6.000e-02, eta: 21:57:04, time: 1.588, data_time: 0.436, memory: 8470, top1_acc: 0.4829, top5_acc: 0.7135, loss_cls: 2.2840, loss: 2.2840, grad_norm: 2.3148 2020-09-11 14:21:56,991 - mmaction - INFO - Epoch [30][40/627] lr: 6.000e-02, eta: 21:56:43, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2758, loss: 2.2758, grad_norm: 2.3017 2020-09-11 14:22:17,471 - mmaction - INFO - Epoch [30][60/627] lr: 6.000e-02, eta: 21:56:20, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.4908, top5_acc: 0.7253, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.2812 2020-09-11 14:22:38,094 - mmaction - INFO - Epoch [30][80/627] lr: 6.000e-02, eta: 21:55:59, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.4962, top5_acc: 0.7262, loss_cls: 2.2119, loss: 2.2119, grad_norm: 2.2753 2020-09-11 14:22:58,591 - mmaction - INFO - Epoch [30][100/627] lr: 6.000e-02, eta: 21:55:36, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5048, top5_acc: 0.7346, loss_cls: 2.1796, loss: 2.1796, grad_norm: 2.2829 2020-09-11 14:23:19,141 - mmaction - INFO - Epoch [30][120/627] lr: 6.000e-02, eta: 21:55:15, time: 1.031, data_time: 0.016, memory: 8470, top1_acc: 0.4949, top5_acc: 0.7327, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.3212 2020-09-11 14:23:39,679 - mmaction - INFO - Epoch [30][140/627] lr: 6.000e-02, eta: 21:54:52, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.4957, top5_acc: 0.7234, loss_cls: 2.2175, loss: 2.2175, grad_norm: 2.3231 2020-09-11 14:24:00,206 - mmaction - INFO - Epoch [30][160/627] lr: 6.000e-02, eta: 21:54:30, time: 1.021, data_time: 0.011, memory: 8470, top1_acc: 0.4870, top5_acc: 0.7238, loss_cls: 2.2623, loss: 2.2623, grad_norm: 2.3386 2020-09-11 14:24:20,746 - mmaction - INFO - Epoch [30][180/627] lr: 6.000e-02, eta: 21:54:08, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.4964, top5_acc: 0.7348, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.3151 2020-09-11 14:24:41,246 - mmaction - INFO - Epoch [30][200/627] lr: 6.000e-02, eta: 21:53:46, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4855, top5_acc: 0.7224, loss_cls: 2.2450, loss: 2.2450, grad_norm: 2.3041 2020-09-11 14:25:01,729 - mmaction - INFO - Epoch [30][220/627] lr: 6.000e-02, eta: 21:53:23, time: 1.018, data_time: 0.007, memory: 8470, top1_acc: 0.4947, top5_acc: 0.7301, loss_cls: 2.2129, loss: 2.2129, grad_norm: 2.3195 2020-09-11 14:25:22,216 - mmaction - INFO - Epoch [30][240/627] lr: 6.000e-02, eta: 21:53:01, time: 1.030, data_time: 0.012, memory: 8470, top1_acc: 0.4969, top5_acc: 0.7240, loss_cls: 2.2242, loss: 2.2242, grad_norm: 2.3042 2020-09-11 14:25:42,807 - mmaction - INFO - Epoch [30][260/627] lr: 6.000e-02, eta: 21:52:39, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.4962, top5_acc: 0.7284, loss_cls: 2.2102, loss: 2.2102, grad_norm: 2.2887 2020-09-11 14:26:03,300 - mmaction - INFO - Epoch [30][280/627] lr: 6.000e-02, eta: 21:52:17, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.4785, top5_acc: 0.7193, loss_cls: 2.2960, loss: 2.2960, grad_norm: 2.3287 2020-09-11 14:26:23,902 - mmaction - INFO - Epoch [30][300/627] lr: 6.000e-02, eta: 21:51:56, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5046, top5_acc: 0.7309, loss_cls: 2.1778, loss: 2.1778, grad_norm: 2.2740 2020-09-11 14:26:44,459 - mmaction - INFO - Epoch [30][320/627] lr: 6.000e-02, eta: 21:51:33, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.4849, top5_acc: 0.7214, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.3074 2020-09-11 14:27:04,928 - mmaction - INFO - Epoch [30][340/627] lr: 6.000e-02, eta: 21:51:11, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.4794, top5_acc: 0.7211, loss_cls: 2.2648, loss: 2.2648, grad_norm: 2.3641 2020-09-11 14:27:25,482 - mmaction - INFO - Epoch [30][360/627] lr: 6.000e-02, eta: 21:50:49, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.4911, top5_acc: 0.7257, loss_cls: 2.2394, loss: 2.2394, grad_norm: 2.3602 2020-09-11 14:27:46,041 - mmaction - INFO - Epoch [30][380/627] lr: 6.000e-02, eta: 21:50:27, time: 1.030, data_time: 0.016, memory: 8470, top1_acc: 0.4879, top5_acc: 0.7185, loss_cls: 2.2724, loss: 2.2724, grad_norm: 2.3533 2020-09-11 14:28:06,590 - mmaction - INFO - Epoch [30][400/627] lr: 6.000e-02, eta: 21:50:06, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.4901, top5_acc: 0.7259, loss_cls: 2.2237, loss: 2.2237, grad_norm: 2.3099 2020-09-11 14:28:27,210 - mmaction - INFO - Epoch [30][420/627] lr: 6.000e-02, eta: 21:49:44, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4913, top5_acc: 0.7241, loss_cls: 2.2444, loss: 2.2444, grad_norm: 2.3070 2020-09-11 14:28:47,732 - mmaction - INFO - Epoch [30][440/627] lr: 6.000e-02, eta: 21:49:22, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4872, top5_acc: 0.7197, loss_cls: 2.2549, loss: 2.2549, grad_norm: 2.2728 2020-09-11 14:29:08,287 - mmaction - INFO - Epoch [30][460/627] lr: 6.000e-02, eta: 21:49:00, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4768, top5_acc: 0.7129, loss_cls: 2.2979, loss: 2.2979, grad_norm: 2.3361 2020-09-11 14:29:28,868 - mmaction - INFO - Epoch [30][480/627] lr: 6.000e-02, eta: 21:48:38, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7277, loss_cls: 2.2410, loss: 2.2410, grad_norm: 2.2592 2020-09-11 14:29:49,437 - mmaction - INFO - Epoch [30][500/627] lr: 6.000e-02, eta: 21:48:16, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4833, top5_acc: 0.7184, loss_cls: 2.2699, loss: 2.2699, grad_norm: 2.3189 2020-09-11 14:30:10,091 - mmaction - INFO - Epoch [30][520/627] lr: 6.000e-02, eta: 21:47:54, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4971, top5_acc: 0.7281, loss_cls: 2.2355, loss: 2.2355, grad_norm: 2.2869 2020-09-11 14:30:30,604 - mmaction - INFO - Epoch [30][540/627] lr: 6.000e-02, eta: 21:47:32, time: 1.028, data_time: 0.014, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7142, loss_cls: 2.2973, loss: 2.2973, grad_norm: 2.3470 2020-09-11 14:30:51,088 - mmaction - INFO - Epoch [30][560/627] lr: 6.000e-02, eta: 21:47:10, time: 1.019, data_time: 0.007, memory: 8470, top1_acc: 0.4784, top5_acc: 0.7181, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.3471 2020-09-11 14:31:11,706 - mmaction - INFO - Epoch [30][580/627] lr: 6.000e-02, eta: 21:46:48, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7224, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.3119 2020-09-11 14:31:32,206 - mmaction - INFO - Epoch [30][600/627] lr: 6.000e-02, eta: 21:46:26, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.4858, top5_acc: 0.7173, loss_cls: 2.2816, loss: 2.2816, grad_norm: 2.3591 2020-09-11 14:31:52,678 - mmaction - INFO - Epoch [30][620/627] lr: 6.000e-02, eta: 21:46:04, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.4849, top5_acc: 0.7288, loss_cls: 2.2528, loss: 2.2528, grad_norm: 2.3165 2020-09-11 14:31:58,423 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-09-11 14:32:30,527 - mmaction - INFO - Epoch [31][20/627] lr: 6.000e-02, eta: 21:45:49, time: 1.571, data_time: 0.493, memory: 8470, top1_acc: 0.4893, top5_acc: 0.7224, loss_cls: 2.2452, loss: 2.2452, grad_norm: 2.2866 2020-09-11 14:32:51,035 - mmaction - INFO - Epoch [31][40/627] lr: 6.000e-02, eta: 21:45:26, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.4895, top5_acc: 0.7224, loss_cls: 2.2540, loss: 2.2540, grad_norm: 2.3132 2020-09-11 14:33:11,583 - mmaction - INFO - Epoch [31][60/627] lr: 6.000e-02, eta: 21:45:04, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4945, top5_acc: 0.7262, loss_cls: 2.2376, loss: 2.2376, grad_norm: 2.3493 2020-09-11 14:33:32,107 - mmaction - INFO - Epoch [31][80/627] lr: 6.000e-02, eta: 21:44:43, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7259, loss_cls: 2.2310, loss: 2.2310, grad_norm: 2.3409 2020-09-11 14:33:52,627 - mmaction - INFO - Epoch [31][100/627] lr: 6.000e-02, eta: 21:44:21, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.4828, top5_acc: 0.7158, loss_cls: 2.2740, loss: 2.2740, grad_norm: 2.3106 2020-09-11 14:34:13,247 - mmaction - INFO - Epoch [31][120/627] lr: 6.000e-02, eta: 21:43:58, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7219, loss_cls: 2.2133, loss: 2.2133, grad_norm: 2.2899 2020-09-11 14:34:33,794 - mmaction - INFO - Epoch [31][140/627] lr: 6.000e-02, eta: 21:43:36, time: 1.025, data_time: 0.019, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7249, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.3350 2020-09-11 14:34:54,394 - mmaction - INFO - Epoch [31][160/627] lr: 6.000e-02, eta: 21:43:15, time: 1.042, data_time: 0.013, memory: 8470, top1_acc: 0.4896, top5_acc: 0.7254, loss_cls: 2.2286, loss: 2.2286, grad_norm: 2.3356 2020-09-11 14:35:14,988 - mmaction - INFO - Epoch [31][180/627] lr: 6.000e-02, eta: 21:42:53, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.4887, top5_acc: 0.7207, loss_cls: 2.2355, loss: 2.2355, grad_norm: 2.3106 2020-09-11 14:35:35,610 - mmaction - INFO - Epoch [31][200/627] lr: 6.000e-02, eta: 21:42:32, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.4887, top5_acc: 0.7172, loss_cls: 2.2699, loss: 2.2699, grad_norm: 2.3043 2020-09-11 14:35:56,203 - mmaction - INFO - Epoch [31][220/627] lr: 6.000e-02, eta: 21:42:10, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.4978, top5_acc: 0.7311, loss_cls: 2.1879, loss: 2.1879, grad_norm: 2.3390 2020-09-11 14:36:16,786 - mmaction - INFO - Epoch [31][240/627] lr: 6.000e-02, eta: 21:41:48, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4974, top5_acc: 0.7310, loss_cls: 2.2195, loss: 2.2195, grad_norm: 2.3306 2020-09-11 14:36:37,318 - mmaction - INFO - Epoch [31][260/627] lr: 6.000e-02, eta: 21:41:26, time: 1.019, data_time: 0.007, memory: 8470, top1_acc: 0.4931, top5_acc: 0.7272, loss_cls: 2.2167, loss: 2.2167, grad_norm: 2.3392 2020-09-11 14:36:57,932 - mmaction - INFO - Epoch [31][280/627] lr: 6.000e-02, eta: 21:41:04, time: 1.037, data_time: 0.012, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7255, loss_cls: 2.2189, loss: 2.2189, grad_norm: 2.2952 2020-09-11 14:37:18,499 - mmaction - INFO - Epoch [31][300/627] lr: 6.000e-02, eta: 21:40:42, time: 1.027, data_time: 0.014, memory: 8470, top1_acc: 0.4973, top5_acc: 0.7268, loss_cls: 2.2202, loss: 2.2202, grad_norm: 2.2704 2020-09-11 14:37:39,013 - mmaction - INFO - Epoch [31][320/627] lr: 6.000e-02, eta: 21:40:21, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4993, top5_acc: 0.7193, loss_cls: 2.2280, loss: 2.2280, grad_norm: 2.2898 2020-09-11 14:37:59,595 - mmaction - INFO - Epoch [31][340/627] lr: 6.000e-02, eta: 21:39:59, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.4917, top5_acc: 0.7284, loss_cls: 2.2220, loss: 2.2220, grad_norm: 2.3198 2020-09-11 14:38:20,073 - mmaction - INFO - Epoch [31][360/627] lr: 6.000e-02, eta: 21:39:37, time: 1.025, data_time: 0.013, memory: 8470, top1_acc: 0.4842, top5_acc: 0.7316, loss_cls: 2.2125, loss: 2.2125, grad_norm: 2.3388 2020-09-11 14:38:40,676 - mmaction - INFO - Epoch [31][380/627] lr: 6.000e-02, eta: 21:39:15, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.4849, top5_acc: 0.7212, loss_cls: 2.2491, loss: 2.2491, grad_norm: 2.3577 2020-09-11 14:39:01,270 - mmaction - INFO - Epoch [31][400/627] lr: 6.000e-02, eta: 21:38:53, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7312, loss_cls: 2.2233, loss: 2.2233, grad_norm: 2.3617 2020-09-11 14:39:21,848 - mmaction - INFO - Epoch [31][420/627] lr: 6.000e-02, eta: 21:38:31, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4845, top5_acc: 0.7217, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.3363 2020-09-11 14:39:42,397 - mmaction - INFO - Epoch [31][440/627] lr: 6.000e-02, eta: 21:38:09, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.4854, top5_acc: 0.7173, loss_cls: 2.2643, loss: 2.2643, grad_norm: 2.2975 2020-09-11 14:40:02,802 - mmaction - INFO - Epoch [31][460/627] lr: 6.000e-02, eta: 21:37:47, time: 1.019, data_time: 0.008, memory: 8470, top1_acc: 0.4832, top5_acc: 0.7264, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.3042 2020-09-11 14:40:23,458 - mmaction - INFO - Epoch [31][480/627] lr: 6.000e-02, eta: 21:37:25, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7316, loss_cls: 2.1893, loss: 2.1893, grad_norm: 2.2692 2020-09-11 14:40:44,004 - mmaction - INFO - Epoch [31][500/627] lr: 6.000e-02, eta: 21:37:04, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.4826, top5_acc: 0.7169, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.3255 2020-09-11 14:41:04,512 - mmaction - INFO - Epoch [31][520/627] lr: 6.000e-02, eta: 21:36:41, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.4874, top5_acc: 0.7190, loss_cls: 2.2542, loss: 2.2542, grad_norm: 2.3187 2020-09-11 14:41:25,069 - mmaction - INFO - Epoch [31][540/627] lr: 6.000e-02, eta: 21:36:20, time: 1.036, data_time: 0.019, memory: 8470, top1_acc: 0.4855, top5_acc: 0.7266, loss_cls: 2.2492, loss: 2.2492, grad_norm: 2.2848 2020-09-11 14:41:45,590 - mmaction - INFO - Epoch [31][560/627] lr: 6.000e-02, eta: 21:35:58, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4921, top5_acc: 0.7184, loss_cls: 2.2452, loss: 2.2452, grad_norm: 2.2682 2020-09-11 14:42:06,088 - mmaction - INFO - Epoch [31][580/627] lr: 6.000e-02, eta: 21:35:36, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4901, top5_acc: 0.7306, loss_cls: 2.2240, loss: 2.2240, grad_norm: 2.2765 2020-09-11 14:42:26,710 - mmaction - INFO - Epoch [31][600/627] lr: 6.000e-02, eta: 21:35:14, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.4816, top5_acc: 0.7168, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.3322 2020-09-11 14:42:47,216 - mmaction - INFO - Epoch [31][620/627] lr: 6.000e-02, eta: 21:34:52, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.4872, top5_acc: 0.7237, loss_cls: 2.2549, loss: 2.2549, grad_norm: 2.3337 2020-09-11 14:43:25,177 - mmaction - INFO - Epoch [32][20/627] lr: 6.000e-02, eta: 21:34:40, time: 1.611, data_time: 0.549, memory: 8470, top1_acc: 0.4865, top5_acc: 0.7237, loss_cls: 2.2526, loss: 2.2526, grad_norm: 2.2972 2020-09-11 14:43:45,853 - mmaction - INFO - Epoch [32][40/627] lr: 6.000e-02, eta: 21:34:18, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.4872, top5_acc: 0.7240, loss_cls: 2.2509, loss: 2.2509, grad_norm: 2.3009 2020-09-11 14:44:06,403 - mmaction - INFO - Epoch [32][60/627] lr: 6.000e-02, eta: 21:33:56, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7316, loss_cls: 2.1976, loss: 2.1976, grad_norm: 2.3169 2020-09-11 14:44:26,876 - mmaction - INFO - Epoch [32][80/627] lr: 6.000e-02, eta: 21:33:34, time: 1.022, data_time: 0.002, memory: 8470, top1_acc: 0.4940, top5_acc: 0.7324, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.2948 2020-09-11 14:44:47,465 - mmaction - INFO - Epoch [32][100/627] lr: 6.000e-02, eta: 21:33:12, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4879, top5_acc: 0.7204, loss_cls: 2.2424, loss: 2.2424, grad_norm: 2.3024 2020-09-11 14:45:08,175 - mmaction - INFO - Epoch [32][120/627] lr: 6.000e-02, eta: 21:32:51, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4997, top5_acc: 0.7310, loss_cls: 2.2149, loss: 2.2149, grad_norm: 2.3037 2020-09-11 14:45:28,820 - mmaction - INFO - Epoch [32][140/627] lr: 6.000e-02, eta: 21:32:29, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.4934, top5_acc: 0.7280, loss_cls: 2.1921, loss: 2.1921, grad_norm: 2.3010 2020-09-11 14:45:49,503 - mmaction - INFO - Epoch [32][160/627] lr: 6.000e-02, eta: 21:32:08, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.4879, top5_acc: 0.7234, loss_cls: 2.2442, loss: 2.2442, grad_norm: 2.3406 2020-09-11 14:46:10,111 - mmaction - INFO - Epoch [32][180/627] lr: 6.000e-02, eta: 21:31:46, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7280, loss_cls: 2.2233, loss: 2.2233, grad_norm: 2.3223 2020-09-11 14:46:30,620 - mmaction - INFO - Epoch [32][200/627] lr: 6.000e-02, eta: 21:31:24, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7346, loss_cls: 2.1883, loss: 2.1883, grad_norm: 2.3194 2020-09-11 14:46:51,183 - mmaction - INFO - Epoch [32][220/627] lr: 6.000e-02, eta: 21:31:03, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.4973, top5_acc: 0.7350, loss_cls: 2.1825, loss: 2.1825, grad_norm: 2.2784 2020-09-11 14:47:11,663 - mmaction - INFO - Epoch [32][240/627] lr: 6.000e-02, eta: 21:30:40, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.4837, top5_acc: 0.7190, loss_cls: 2.2640, loss: 2.2640, grad_norm: 2.3202 2020-09-11 14:47:32,218 - mmaction - INFO - Epoch [32][260/627] lr: 6.000e-02, eta: 21:30:19, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4952, top5_acc: 0.7336, loss_cls: 2.2052, loss: 2.2052, grad_norm: 2.3381 2020-09-11 14:47:52,746 - mmaction - INFO - Epoch [32][280/627] lr: 6.000e-02, eta: 21:29:57, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7238, loss_cls: 2.2192, loss: 2.2192, grad_norm: 2.3052 2020-09-11 14:48:13,299 - mmaction - INFO - Epoch [32][300/627] lr: 6.000e-02, eta: 21:29:35, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.4807, top5_acc: 0.7211, loss_cls: 2.2910, loss: 2.2910, grad_norm: 2.3333 2020-09-11 14:48:33,826 - mmaction - INFO - Epoch [32][320/627] lr: 6.000e-02, eta: 21:29:13, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.4969, top5_acc: 0.7395, loss_cls: 2.1798, loss: 2.1798, grad_norm: 2.3024 2020-09-11 14:48:54,257 - mmaction - INFO - Epoch [32][340/627] lr: 6.000e-02, eta: 21:28:51, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7224, loss_cls: 2.2250, loss: 2.2250, grad_norm: 2.3067 2020-09-11 14:49:14,842 - mmaction - INFO - Epoch [32][360/627] lr: 6.000e-02, eta: 21:28:29, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4855, top5_acc: 0.7249, loss_cls: 2.2278, loss: 2.2278, grad_norm: 2.3266 2020-09-11 14:49:35,336 - mmaction - INFO - Epoch [32][380/627] lr: 6.000e-02, eta: 21:28:07, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4914, top5_acc: 0.7302, loss_cls: 2.2060, loss: 2.2060, grad_norm: 2.2972 2020-09-11 14:49:55,877 - mmaction - INFO - Epoch [32][400/627] lr: 6.000e-02, eta: 21:27:45, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4914, top5_acc: 0.7247, loss_cls: 2.2490, loss: 2.2490, grad_norm: 2.3298 2020-09-11 14:50:16,401 - mmaction - INFO - Epoch [32][420/627] lr: 6.000e-02, eta: 21:27:23, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4913, top5_acc: 0.7294, loss_cls: 2.2270, loss: 2.2270, grad_norm: 2.3349 2020-09-11 14:50:36,917 - mmaction - INFO - Epoch [32][440/627] lr: 6.000e-02, eta: 21:27:01, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2092, loss: 2.2092, grad_norm: 2.3425 2020-09-11 14:50:57,406 - mmaction - INFO - Epoch [32][460/627] lr: 6.000e-02, eta: 21:26:39, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4874, top5_acc: 0.7230, loss_cls: 2.2476, loss: 2.2476, grad_norm: 2.3403 2020-09-11 14:51:17,954 - mmaction - INFO - Epoch [32][480/627] lr: 6.000e-02, eta: 21:26:16, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.4944, top5_acc: 0.7245, loss_cls: 2.2400, loss: 2.2400, grad_norm: 2.3401 2020-09-11 14:51:38,547 - mmaction - INFO - Epoch [32][500/627] lr: 6.000e-02, eta: 21:25:56, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.4822, top5_acc: 0.7167, loss_cls: 2.2833, loss: 2.2833, grad_norm: 2.3526 2020-09-11 14:51:59,186 - mmaction - INFO - Epoch [32][520/627] lr: 6.000e-02, eta: 21:25:34, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4848, top5_acc: 0.7147, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.3325 2020-09-11 14:52:19,789 - mmaction - INFO - Epoch [32][540/627] lr: 6.000e-02, eta: 21:25:12, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7332, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.2870 2020-09-11 14:52:40,361 - mmaction - INFO - Epoch [32][560/627] lr: 6.000e-02, eta: 21:24:51, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.4829, top5_acc: 0.7312, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.3579 2020-09-11 14:53:00,893 - mmaction - INFO - Epoch [32][580/627] lr: 6.000e-02, eta: 21:24:29, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4951, top5_acc: 0.7194, loss_cls: 2.2307, loss: 2.2307, grad_norm: 2.3187 2020-09-11 14:53:21,435 - mmaction - INFO - Epoch [32][600/627] lr: 6.000e-02, eta: 21:24:07, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7250, loss_cls: 2.2359, loss: 2.2359, grad_norm: 2.2577 2020-09-11 14:53:41,935 - mmaction - INFO - Epoch [32][620/627] lr: 6.000e-02, eta: 21:23:45, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.4900, top5_acc: 0.7267, loss_cls: 2.2325, loss: 2.2325, grad_norm: 2.3133 2020-09-11 14:54:19,593 - mmaction - INFO - Epoch [33][20/627] lr: 6.000e-02, eta: 21:23:31, time: 1.598, data_time: 0.544, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7279, loss_cls: 2.2043, loss: 2.2043, grad_norm: 2.3263 2020-09-11 14:54:40,114 - mmaction - INFO - Epoch [33][40/627] lr: 6.000e-02, eta: 21:23:09, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5009, top5_acc: 0.7292, loss_cls: 2.2085, loss: 2.2085, grad_norm: 2.2812 2020-09-11 14:55:00,687 - mmaction - INFO - Epoch [33][60/627] lr: 6.000e-02, eta: 21:22:47, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.4896, top5_acc: 0.7224, loss_cls: 2.2161, loss: 2.2161, grad_norm: 2.2991 2020-09-11 14:55:21,290 - mmaction - INFO - Epoch [33][80/627] lr: 6.000e-02, eta: 21:22:25, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5004, top5_acc: 0.7324, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.3087 2020-09-11 14:55:41,957 - mmaction - INFO - Epoch [33][100/627] lr: 6.000e-02, eta: 21:22:04, time: 1.038, data_time: 0.010, memory: 8470, top1_acc: 0.4871, top5_acc: 0.7219, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.3697 2020-09-11 14:56:02,409 - mmaction - INFO - Epoch [33][120/627] lr: 6.000e-02, eta: 21:21:42, time: 1.014, data_time: 0.008, memory: 8470, top1_acc: 0.4865, top5_acc: 0.7195, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.3118 2020-09-11 14:56:22,951 - mmaction - INFO - Epoch [33][140/627] lr: 6.000e-02, eta: 21:21:19, time: 1.023, data_time: 0.013, memory: 8470, top1_acc: 0.4921, top5_acc: 0.7266, loss_cls: 2.2244, loss: 2.2244, grad_norm: 2.2905 2020-09-11 14:56:43,599 - mmaction - INFO - Epoch [33][160/627] lr: 6.000e-02, eta: 21:20:59, time: 1.041, data_time: 0.015, memory: 8470, top1_acc: 0.4951, top5_acc: 0.7210, loss_cls: 2.2306, loss: 2.2306, grad_norm: 2.3144 2020-09-11 14:57:04,063 - mmaction - INFO - Epoch [33][180/627] lr: 6.000e-02, eta: 21:20:36, time: 1.017, data_time: 0.008, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7302, loss_cls: 2.2194, loss: 2.2194, grad_norm: 2.3058 2020-09-11 14:57:24,721 - mmaction - INFO - Epoch [33][200/627] lr: 6.000e-02, eta: 21:20:15, time: 1.042, data_time: 0.016, memory: 8470, top1_acc: 0.4949, top5_acc: 0.7268, loss_cls: 2.2271, loss: 2.2271, grad_norm: 2.2873 2020-09-11 14:57:45,283 - mmaction - INFO - Epoch [33][220/627] lr: 6.000e-02, eta: 21:19:53, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4904, top5_acc: 0.7281, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.3010 2020-09-11 14:58:05,768 - mmaction - INFO - Epoch [33][240/627] lr: 6.000e-02, eta: 21:19:31, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.4944, top5_acc: 0.7288, loss_cls: 2.2169, loss: 2.2169, grad_norm: 2.3147 2020-09-11 14:58:26,402 - mmaction - INFO - Epoch [33][260/627] lr: 6.000e-02, eta: 21:19:10, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.5007, top5_acc: 0.7275, loss_cls: 2.2089, loss: 2.2089, grad_norm: 2.3151 2020-09-11 14:58:46,970 - mmaction - INFO - Epoch [33][280/627] lr: 6.000e-02, eta: 21:18:48, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.4931, top5_acc: 0.7318, loss_cls: 2.2222, loss: 2.2222, grad_norm: 2.3403 2020-09-11 14:59:07,609 - mmaction - INFO - Epoch [33][300/627] lr: 6.000e-02, eta: 21:18:27, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.4926, top5_acc: 0.7264, loss_cls: 2.2114, loss: 2.2114, grad_norm: 2.3224 2020-09-11 14:59:28,023 - mmaction - INFO - Epoch [33][320/627] lr: 6.000e-02, eta: 21:18:05, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.4979, top5_acc: 0.7306, loss_cls: 2.1972, loss: 2.1972, grad_norm: 2.3199 2020-09-11 14:59:48,536 - mmaction - INFO - Epoch [33][340/627] lr: 6.000e-02, eta: 21:17:42, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.4996, top5_acc: 0.7301, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.3532 2020-09-11 15:00:09,103 - mmaction - INFO - Epoch [33][360/627] lr: 6.000e-02, eta: 21:17:20, time: 1.025, data_time: 0.012, memory: 8470, top1_acc: 0.4896, top5_acc: 0.7319, loss_cls: 2.2138, loss: 2.2138, grad_norm: 2.3349 2020-09-11 15:00:29,738 - mmaction - INFO - Epoch [33][380/627] lr: 6.000e-02, eta: 21:16:59, time: 1.040, data_time: 0.016, memory: 8470, top1_acc: 0.4951, top5_acc: 0.7266, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.3489 2020-09-11 15:00:50,186 - mmaction - INFO - Epoch [33][400/627] lr: 6.000e-02, eta: 21:16:37, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.4878, top5_acc: 0.7255, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.3601 2020-09-11 15:01:10,801 - mmaction - INFO - Epoch [33][420/627] lr: 6.000e-02, eta: 21:16:16, time: 1.038, data_time: 0.019, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7219, loss_cls: 2.2455, loss: 2.2455, grad_norm: 2.3386 2020-09-11 15:01:31,346 - mmaction - INFO - Epoch [33][440/627] lr: 6.000e-02, eta: 21:15:54, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4906, top5_acc: 0.7350, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.3000 2020-09-11 15:01:51,915 - mmaction - INFO - Epoch [33][460/627] lr: 6.000e-02, eta: 21:15:32, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.4966, top5_acc: 0.7249, loss_cls: 2.2322, loss: 2.2322, grad_norm: 2.2880 2020-09-11 15:02:12,466 - mmaction - INFO - Epoch [33][480/627] lr: 6.000e-02, eta: 21:15:10, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7249, loss_cls: 2.2318, loss: 2.2318, grad_norm: 2.3301 2020-09-11 15:02:33,095 - mmaction - INFO - Epoch [33][500/627] lr: 6.000e-02, eta: 21:14:49, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.4988, top5_acc: 0.7292, loss_cls: 2.2023, loss: 2.2023, grad_norm: 2.3047 2020-09-11 15:02:53,712 - mmaction - INFO - Epoch [33][520/627] lr: 6.000e-02, eta: 21:14:27, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7182, loss_cls: 2.2657, loss: 2.2657, grad_norm: 2.3290 2020-09-11 15:03:14,222 - mmaction - INFO - Epoch [33][540/627] lr: 6.000e-02, eta: 21:14:05, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.4921, top5_acc: 0.7268, loss_cls: 2.2198, loss: 2.2198, grad_norm: 2.3336 2020-09-11 15:03:34,751 - mmaction - INFO - Epoch [33][560/627] lr: 6.000e-02, eta: 21:13:43, time: 1.023, data_time: 0.011, memory: 8470, top1_acc: 0.4960, top5_acc: 0.7305, loss_cls: 2.1945, loss: 2.1945, grad_norm: 2.3242 2020-09-11 15:03:55,346 - mmaction - INFO - Epoch [33][580/627] lr: 6.000e-02, eta: 21:13:22, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.5003, top5_acc: 0.7303, loss_cls: 2.1991, loss: 2.1991, grad_norm: 2.3518 2020-09-11 15:04:15,948 - mmaction - INFO - Epoch [33][600/627] lr: 6.000e-02, eta: 21:13:00, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4924, top5_acc: 0.7243, loss_cls: 2.2394, loss: 2.2394, grad_norm: 2.3343 2020-09-11 15:04:36,418 - mmaction - INFO - Epoch [33][620/627] lr: 6.000e-02, eta: 21:12:38, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.4826, top5_acc: 0.7206, loss_cls: 2.2647, loss: 2.2647, grad_norm: 2.3856 2020-09-11 15:05:17,545 - mmaction - INFO - Epoch [34][20/627] lr: 6.000e-02, eta: 21:12:34, time: 1.747, data_time: 0.663, memory: 8470, top1_acc: 0.4853, top5_acc: 0.7232, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.3086 2020-09-11 15:05:38,195 - mmaction - INFO - Epoch [34][40/627] lr: 6.000e-02, eta: 21:12:13, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5057, top5_acc: 0.7430, loss_cls: 2.1442, loss: 2.1442, grad_norm: 2.2710 2020-09-11 15:05:58,848 - mmaction - INFO - Epoch [34][60/627] lr: 6.000e-02, eta: 21:11:51, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.5033, top5_acc: 0.7401, loss_cls: 2.1618, loss: 2.1618, grad_norm: 2.3177 2020-09-11 15:06:19,461 - mmaction - INFO - Epoch [34][80/627] lr: 6.000e-02, eta: 21:11:30, time: 1.041, data_time: 0.018, memory: 8470, top1_acc: 0.5098, top5_acc: 0.7382, loss_cls: 2.1521, loss: 2.1521, grad_norm: 2.3113 2020-09-11 15:06:40,027 - mmaction - INFO - Epoch [34][100/627] lr: 6.000e-02, eta: 21:11:08, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5017, top5_acc: 0.7298, loss_cls: 2.1993, loss: 2.1993, grad_norm: 2.3242 2020-09-11 15:07:00,634 - mmaction - INFO - Epoch [34][120/627] lr: 6.000e-02, eta: 21:10:47, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.1861, loss: 2.1861, grad_norm: 2.3276 2020-09-11 15:07:21,207 - mmaction - INFO - Epoch [34][140/627] lr: 6.000e-02, eta: 21:10:25, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4970, top5_acc: 0.7341, loss_cls: 2.1809, loss: 2.1809, grad_norm: 2.3279 2020-09-11 15:07:41,803 - mmaction - INFO - Epoch [34][160/627] lr: 6.000e-02, eta: 21:10:03, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4966, top5_acc: 0.7352, loss_cls: 2.1963, loss: 2.1963, grad_norm: 2.3211 2020-09-11 15:08:02,300 - mmaction - INFO - Epoch [34][180/627] lr: 6.000e-02, eta: 21:09:41, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5038, top5_acc: 0.7332, loss_cls: 2.2070, loss: 2.2070, grad_norm: 2.2657 2020-09-11 15:08:22,844 - mmaction - INFO - Epoch [34][200/627] lr: 6.000e-02, eta: 21:09:20, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5044, top5_acc: 0.7299, loss_cls: 2.1962, loss: 2.1962, grad_norm: 2.3057 2020-09-11 15:08:43,439 - mmaction - INFO - Epoch [34][220/627] lr: 6.000e-02, eta: 21:08:58, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.4893, top5_acc: 0.7238, loss_cls: 2.2374, loss: 2.2374, grad_norm: 2.3119 2020-09-11 15:09:03,950 - mmaction - INFO - Epoch [34][240/627] lr: 6.000e-02, eta: 21:08:36, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4932, top5_acc: 0.7299, loss_cls: 2.2103, loss: 2.2103, grad_norm: 2.3318 2020-09-11 15:09:24,411 - mmaction - INFO - Epoch [34][260/627] lr: 6.000e-02, eta: 21:08:14, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.5005, top5_acc: 0.7290, loss_cls: 2.2136, loss: 2.2136, grad_norm: 2.3071 2020-09-11 15:09:45,067 - mmaction - INFO - Epoch [34][280/627] lr: 6.000e-02, eta: 21:07:52, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7279, loss_cls: 2.2145, loss: 2.2145, grad_norm: 2.2721 2020-09-11 15:10:05,529 - mmaction - INFO - Epoch [34][300/627] lr: 6.000e-02, eta: 21:07:30, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.4990, top5_acc: 0.7264, loss_cls: 2.2231, loss: 2.2231, grad_norm: 2.3357 2020-09-11 15:10:26,109 - mmaction - INFO - Epoch [34][320/627] lr: 6.000e-02, eta: 21:07:09, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.4902, top5_acc: 0.7268, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.3256 2020-09-11 15:10:46,710 - mmaction - INFO - Epoch [34][340/627] lr: 6.000e-02, eta: 21:06:47, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.4934, top5_acc: 0.7260, loss_cls: 2.2438, loss: 2.2438, grad_norm: 2.3094 2020-09-11 15:11:07,324 - mmaction - INFO - Epoch [34][360/627] lr: 6.000e-02, eta: 21:06:25, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.4926, top5_acc: 0.7283, loss_cls: 2.2286, loss: 2.2286, grad_norm: 2.3321 2020-09-11 15:11:27,904 - mmaction - INFO - Epoch [34][380/627] lr: 6.000e-02, eta: 21:06:04, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4990, top5_acc: 0.7223, loss_cls: 2.2420, loss: 2.2420, grad_norm: 2.3104 2020-09-11 15:11:48,500 - mmaction - INFO - Epoch [34][400/627] lr: 6.000e-02, eta: 21:05:42, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4871, top5_acc: 0.7229, loss_cls: 2.2400, loss: 2.2400, grad_norm: 2.3066 2020-09-11 15:12:09,010 - mmaction - INFO - Epoch [34][420/627] lr: 6.000e-02, eta: 21:05:21, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5029, top5_acc: 0.7234, loss_cls: 2.2294, loss: 2.2294, grad_norm: 2.2969 2020-09-11 15:12:29,581 - mmaction - INFO - Epoch [34][440/627] lr: 6.000e-02, eta: 21:04:59, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.4932, top5_acc: 0.7292, loss_cls: 2.2185, loss: 2.2185, grad_norm: 2.3178 2020-09-11 15:12:50,105 - mmaction - INFO - Epoch [34][460/627] lr: 6.000e-02, eta: 21:04:37, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.4974, top5_acc: 0.7255, loss_cls: 2.2098, loss: 2.2098, grad_norm: 2.3254 2020-09-11 15:13:10,671 - mmaction - INFO - Epoch [34][480/627] lr: 6.000e-02, eta: 21:04:15, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.4915, top5_acc: 0.7259, loss_cls: 2.2282, loss: 2.2282, grad_norm: 2.3252 2020-09-11 15:13:31,246 - mmaction - INFO - Epoch [34][500/627] lr: 6.000e-02, eta: 21:03:54, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4915, top5_acc: 0.7237, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.3204 2020-09-11 15:13:51,815 - mmaction - INFO - Epoch [34][520/627] lr: 6.000e-02, eta: 21:03:32, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7251, loss_cls: 2.2409, loss: 2.2409, grad_norm: 2.3450 2020-09-11 15:14:12,327 - mmaction - INFO - Epoch [34][540/627] lr: 6.000e-02, eta: 21:03:10, time: 1.025, data_time: 0.002, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7257, loss_cls: 2.2648, loss: 2.2648, grad_norm: 2.3354 2020-09-11 15:14:32,888 - mmaction - INFO - Epoch [34][560/627] lr: 6.000e-02, eta: 21:02:48, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4969, top5_acc: 0.7361, loss_cls: 2.2028, loss: 2.2028, grad_norm: 2.3127 2020-09-11 15:14:53,449 - mmaction - INFO - Epoch [34][580/627] lr: 6.000e-02, eta: 21:02:26, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.4908, top5_acc: 0.7243, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.3510 2020-09-11 15:15:14,002 - mmaction - INFO - Epoch [34][600/627] lr: 6.000e-02, eta: 21:02:05, time: 1.033, data_time: 0.018, memory: 8470, top1_acc: 0.4902, top5_acc: 0.7223, loss_cls: 2.2424, loss: 2.2424, grad_norm: 2.3095 2020-09-11 15:15:34,610 - mmaction - INFO - Epoch [34][620/627] lr: 6.000e-02, eta: 21:01:44, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4911, top5_acc: 0.7285, loss_cls: 2.2086, loss: 2.2086, grad_norm: 2.2702 2020-09-11 15:16:12,789 - mmaction - INFO - Epoch [35][20/627] lr: 6.000e-02, eta: 21:01:30, time: 1.621, data_time: 0.520, memory: 8470, top1_acc: 0.4872, top5_acc: 0.7224, loss_cls: 2.2549, loss: 2.2549, grad_norm: 2.3376 2020-09-11 15:16:33,275 - mmaction - INFO - Epoch [35][40/627] lr: 6.000e-02, eta: 21:01:08, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5021, top5_acc: 0.7318, loss_cls: 2.2053, loss: 2.2053, grad_norm: 2.2844 2020-09-11 15:16:53,853 - mmaction - INFO - Epoch [35][60/627] lr: 6.000e-02, eta: 21:00:46, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.4991, top5_acc: 0.7329, loss_cls: 2.2010, loss: 2.2010, grad_norm: 2.3031 2020-09-11 15:17:14,377 - mmaction - INFO - Epoch [35][80/627] lr: 6.000e-02, eta: 21:00:25, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.4956, top5_acc: 0.7307, loss_cls: 2.1967, loss: 2.1967, grad_norm: 2.3037 2020-09-11 15:17:34,952 - mmaction - INFO - Epoch [35][100/627] lr: 6.000e-02, eta: 21:00:03, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.4986, top5_acc: 0.7288, loss_cls: 2.1958, loss: 2.1958, grad_norm: 2.2946 2020-09-11 15:17:55,531 - mmaction - INFO - Epoch [35][120/627] lr: 6.000e-02, eta: 20:59:41, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7303, loss_cls: 2.1933, loss: 2.1933, grad_norm: 2.3200 2020-09-11 15:18:16,124 - mmaction - INFO - Epoch [35][140/627] lr: 6.000e-02, eta: 20:59:19, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.4909, top5_acc: 0.7329, loss_cls: 2.1930, loss: 2.1930, grad_norm: 2.3394 2020-09-11 15:18:36,676 - mmaction - INFO - Epoch [35][160/627] lr: 6.000e-02, eta: 20:58:58, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1873, loss: 2.1873, grad_norm: 2.3134 2020-09-11 15:18:57,174 - mmaction - INFO - Epoch [35][180/627] lr: 6.000e-02, eta: 20:58:36, time: 1.023, data_time: 0.002, memory: 8470, top1_acc: 0.4958, top5_acc: 0.7311, loss_cls: 2.2178, loss: 2.2178, grad_norm: 2.3184 2020-09-11 15:19:17,717 - mmaction - INFO - Epoch [35][200/627] lr: 6.000e-02, eta: 20:58:15, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7280, loss_cls: 2.2145, loss: 2.2145, grad_norm: 2.3335 2020-09-11 15:19:38,198 - mmaction - INFO - Epoch [35][220/627] lr: 6.000e-02, eta: 20:57:53, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7316, loss_cls: 2.1717, loss: 2.1717, grad_norm: 2.3127 2020-09-11 15:19:58,808 - mmaction - INFO - Epoch [35][240/627] lr: 6.000e-02, eta: 20:57:31, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5051, top5_acc: 0.7353, loss_cls: 2.1692, loss: 2.1692, grad_norm: 2.3067 2020-09-11 15:20:19,498 - mmaction - INFO - Epoch [35][260/627] lr: 6.000e-02, eta: 20:57:10, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2117, loss: 2.2117, grad_norm: 2.3610 2020-09-11 15:20:40,038 - mmaction - INFO - Epoch [35][280/627] lr: 6.000e-02, eta: 20:56:48, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.4882, top5_acc: 0.7190, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.3389 2020-09-11 15:21:00,613 - mmaction - INFO - Epoch [35][300/627] lr: 6.000e-02, eta: 20:56:26, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.4995, top5_acc: 0.7306, loss_cls: 2.2177, loss: 2.2177, grad_norm: 2.3100 2020-09-11 15:21:21,197 - mmaction - INFO - Epoch [35][320/627] lr: 6.000e-02, eta: 20:56:05, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4927, top5_acc: 0.7247, loss_cls: 2.2308, loss: 2.2308, grad_norm: 2.3855 2020-09-11 15:21:41,753 - mmaction - INFO - Epoch [35][340/627] lr: 6.000e-02, eta: 20:55:43, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.4826, top5_acc: 0.7190, loss_cls: 2.2741, loss: 2.2741, grad_norm: 2.3615 2020-09-11 15:22:02,371 - mmaction - INFO - Epoch [35][360/627] lr: 6.000e-02, eta: 20:55:22, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7320, loss_cls: 2.2061, loss: 2.2061, grad_norm: 2.2910 2020-09-11 15:22:22,971 - mmaction - INFO - Epoch [35][380/627] lr: 6.000e-02, eta: 20:55:00, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.5026, top5_acc: 0.7259, loss_cls: 2.2276, loss: 2.2276, grad_norm: 2.3231 2020-09-11 15:22:43,603 - mmaction - INFO - Epoch [35][400/627] lr: 6.000e-02, eta: 20:54:39, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4883, top5_acc: 0.7246, loss_cls: 2.2317, loss: 2.2317, grad_norm: 2.3168 2020-09-11 15:23:04,260 - mmaction - INFO - Epoch [35][420/627] lr: 6.000e-02, eta: 20:54:17, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.4978, top5_acc: 0.7357, loss_cls: 2.2047, loss: 2.2047, grad_norm: 2.3184 2020-09-11 15:23:24,824 - mmaction - INFO - Epoch [35][440/627] lr: 6.000e-02, eta: 20:53:56, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7289, loss_cls: 2.2120, loss: 2.2120, grad_norm: 2.3654 2020-09-11 15:23:45,366 - mmaction - INFO - Epoch [35][460/627] lr: 6.000e-02, eta: 20:53:33, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.4991, top5_acc: 0.7294, loss_cls: 2.1962, loss: 2.1962, grad_norm: 2.3227 2020-09-11 15:24:06,006 - mmaction - INFO - Epoch [35][480/627] lr: 6.000e-02, eta: 20:53:13, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.4934, top5_acc: 0.7340, loss_cls: 2.2073, loss: 2.2073, grad_norm: 2.3484 2020-09-11 15:24:26,544 - mmaction - INFO - Epoch [35][500/627] lr: 6.000e-02, eta: 20:52:51, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4857, top5_acc: 0.7253, loss_cls: 2.2311, loss: 2.2311, grad_norm: 2.3452 2020-09-11 15:24:47,175 - mmaction - INFO - Epoch [35][520/627] lr: 6.000e-02, eta: 20:52:29, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7309, loss_cls: 2.2086, loss: 2.2086, grad_norm: 2.3245 2020-09-11 15:25:07,727 - mmaction - INFO - Epoch [35][540/627] lr: 6.000e-02, eta: 20:52:08, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.4992, top5_acc: 0.7370, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.3010 2020-09-11 15:25:28,324 - mmaction - INFO - Epoch [35][560/627] lr: 6.000e-02, eta: 20:51:46, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.4948, top5_acc: 0.7267, loss_cls: 2.2101, loss: 2.2101, grad_norm: 2.3271 2020-09-11 15:25:48,989 - mmaction - INFO - Epoch [35][580/627] lr: 6.000e-02, eta: 20:51:24, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.4887, top5_acc: 0.7230, loss_cls: 2.2454, loss: 2.2454, grad_norm: 2.4092 2020-09-11 15:26:09,558 - mmaction - INFO - Epoch [35][600/627] lr: 6.000e-02, eta: 20:51:03, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.5009, top5_acc: 0.7346, loss_cls: 2.1817, loss: 2.1817, grad_norm: 2.2845 2020-09-11 15:26:30,164 - mmaction - INFO - Epoch [35][620/627] lr: 6.000e-02, eta: 20:50:42, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.5014, top5_acc: 0.7344, loss_cls: 2.2011, loss: 2.2011, grad_norm: 2.3325 2020-09-11 15:26:35,849 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-09-11 15:27:07,922 - mmaction - INFO - Epoch [36][20/627] lr: 6.000e-02, eta: 20:50:23, time: 1.547, data_time: 0.480, memory: 8470, top1_acc: 0.4924, top5_acc: 0.7331, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.3185 2020-09-11 15:27:28,396 - mmaction - INFO - Epoch [36][40/627] lr: 6.000e-02, eta: 20:50:01, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.4999, top5_acc: 0.7370, loss_cls: 2.1676, loss: 2.1676, grad_norm: 2.2999 2020-09-11 15:27:49,071 - mmaction - INFO - Epoch [36][60/627] lr: 6.000e-02, eta: 20:49:40, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5065, top5_acc: 0.7406, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.2940 2020-09-11 15:28:09,568 - mmaction - INFO - Epoch [36][80/627] lr: 6.000e-02, eta: 20:49:18, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.4991, top5_acc: 0.7281, loss_cls: 2.2114, loss: 2.2114, grad_norm: 2.3551 2020-09-11 15:28:30,236 - mmaction - INFO - Epoch [36][100/627] lr: 6.000e-02, eta: 20:48:57, time: 1.038, data_time: 0.010, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7275, loss_cls: 2.1859, loss: 2.1859, grad_norm: 2.3156 2020-09-11 15:28:50,763 - mmaction - INFO - Epoch [36][120/627] lr: 6.000e-02, eta: 20:48:35, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7355, loss_cls: 2.1714, loss: 2.1714, grad_norm: 2.2896 2020-09-11 15:29:11,342 - mmaction - INFO - Epoch [36][140/627] lr: 6.000e-02, eta: 20:48:13, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5103, top5_acc: 0.7367, loss_cls: 2.1478, loss: 2.1478, grad_norm: 2.3082 2020-09-11 15:29:32,127 - mmaction - INFO - Epoch [36][160/627] lr: 6.000e-02, eta: 20:47:52, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.4949, top5_acc: 0.7329, loss_cls: 2.2062, loss: 2.2062, grad_norm: 2.3671 2020-09-11 15:29:52,720 - mmaction - INFO - Epoch [36][180/627] lr: 6.000e-02, eta: 20:47:31, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.4995, top5_acc: 0.7423, loss_cls: 2.1663, loss: 2.1663, grad_norm: 2.3263 2020-09-11 15:30:13,262 - mmaction - INFO - Epoch [36][200/627] lr: 6.000e-02, eta: 20:47:09, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5008, top5_acc: 0.7337, loss_cls: 2.2075, loss: 2.2075, grad_norm: 2.3381 2020-09-11 15:30:33,782 - mmaction - INFO - Epoch [36][220/627] lr: 6.000e-02, eta: 20:46:48, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5023, top5_acc: 0.7313, loss_cls: 2.2177, loss: 2.2177, grad_norm: 2.3624 2020-09-11 15:30:54,294 - mmaction - INFO - Epoch [36][240/627] lr: 6.000e-02, eta: 20:46:26, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.4936, top5_acc: 0.7293, loss_cls: 2.2207, loss: 2.2207, grad_norm: 2.3279 2020-09-11 15:31:14,865 - mmaction - INFO - Epoch [36][260/627] lr: 6.000e-02, eta: 20:46:04, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.4980, top5_acc: 0.7296, loss_cls: 2.2194, loss: 2.2194, grad_norm: 2.3186 2020-09-11 15:31:35,496 - mmaction - INFO - Epoch [36][280/627] lr: 6.000e-02, eta: 20:45:43, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5026, top5_acc: 0.7310, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.3100 2020-09-11 15:31:56,043 - mmaction - INFO - Epoch [36][300/627] lr: 6.000e-02, eta: 20:45:21, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4891, top5_acc: 0.7290, loss_cls: 2.2222, loss: 2.2222, grad_norm: 2.3338 2020-09-11 15:32:16,582 - mmaction - INFO - Epoch [36][320/627] lr: 6.000e-02, eta: 20:44:59, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4987, top5_acc: 0.7297, loss_cls: 2.2028, loss: 2.2028, grad_norm: 2.2986 2020-09-11 15:32:37,179 - mmaction - INFO - Epoch [36][340/627] lr: 6.000e-02, eta: 20:44:38, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.4956, top5_acc: 0.7296, loss_cls: 2.2048, loss: 2.2048, grad_norm: 2.3069 2020-09-11 15:32:57,755 - mmaction - INFO - Epoch [36][360/627] lr: 6.000e-02, eta: 20:44:16, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4951, top5_acc: 0.7217, loss_cls: 2.2170, loss: 2.2170, grad_norm: 2.3070 2020-09-11 15:33:18,342 - mmaction - INFO - Epoch [36][380/627] lr: 6.000e-02, eta: 20:43:55, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7290, loss_cls: 2.2240, loss: 2.2240, grad_norm: 2.3178 2020-09-11 15:33:38,931 - mmaction - INFO - Epoch [36][400/627] lr: 6.000e-02, eta: 20:43:33, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7283, loss_cls: 2.2107, loss: 2.2107, grad_norm: 2.2855 2020-09-11 15:33:59,549 - mmaction - INFO - Epoch [36][420/627] lr: 6.000e-02, eta: 20:43:12, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4870, top5_acc: 0.7307, loss_cls: 2.2174, loss: 2.2174, grad_norm: 2.3653 2020-09-11 15:34:20,077 - mmaction - INFO - Epoch [36][440/627] lr: 6.000e-02, eta: 20:42:50, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7372, loss_cls: 2.1815, loss: 2.1815, grad_norm: 2.3013 2020-09-11 15:34:40,651 - mmaction - INFO - Epoch [36][460/627] lr: 6.000e-02, eta: 20:42:29, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.4917, top5_acc: 0.7271, loss_cls: 2.1956, loss: 2.1956, grad_norm: 2.3253 2020-09-11 15:35:01,308 - mmaction - INFO - Epoch [36][480/627] lr: 6.000e-02, eta: 20:42:07, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7316, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.3531 2020-09-11 15:35:21,916 - mmaction - INFO - Epoch [36][500/627] lr: 6.000e-02, eta: 20:41:45, time: 1.018, data_time: 0.002, memory: 8470, top1_acc: 0.4919, top5_acc: 0.7238, loss_cls: 2.2401, loss: 2.2401, grad_norm: 2.3737 2020-09-11 15:35:42,496 - mmaction - INFO - Epoch [36][520/627] lr: 6.000e-02, eta: 20:41:24, time: 1.034, data_time: 0.024, memory: 8470, top1_acc: 0.4802, top5_acc: 0.7207, loss_cls: 2.2688, loss: 2.2688, grad_norm: 2.3559 2020-09-11 15:36:03,103 - mmaction - INFO - Epoch [36][540/627] lr: 6.000e-02, eta: 20:41:03, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.4831, top5_acc: 0.7212, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.3253 2020-09-11 15:36:23,625 - mmaction - INFO - Epoch [36][560/627] lr: 6.000e-02, eta: 20:40:41, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7290, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.2787 2020-09-11 15:36:44,118 - mmaction - INFO - Epoch [36][580/627] lr: 6.000e-02, eta: 20:40:19, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.4827, top5_acc: 0.7168, loss_cls: 2.2653, loss: 2.2653, grad_norm: 2.3266 2020-09-11 15:37:04,678 - mmaction - INFO - Epoch [36][600/627] lr: 6.000e-02, eta: 20:39:57, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5003, top5_acc: 0.7359, loss_cls: 2.1930, loss: 2.1930, grad_norm: 2.3090 2020-09-11 15:37:25,260 - mmaction - INFO - Epoch [36][620/627] lr: 6.000e-02, eta: 20:39:36, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.5000, top5_acc: 0.7319, loss_cls: 2.1993, loss: 2.1993, grad_norm: 2.2907 2020-09-11 15:38:03,325 - mmaction - INFO - Epoch [37][20/627] lr: 6.000e-02, eta: 20:39:21, time: 1.616, data_time: 0.561, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7315, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.3625 2020-09-11 15:38:23,968 - mmaction - INFO - Epoch [37][40/627] lr: 6.000e-02, eta: 20:38:59, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.4973, top5_acc: 0.7333, loss_cls: 2.2166, loss: 2.2166, grad_norm: 2.3463 2020-09-11 15:38:44,567 - mmaction - INFO - Epoch [37][60/627] lr: 6.000e-02, eta: 20:38:38, time: 1.025, data_time: 0.017, memory: 8470, top1_acc: 0.5001, top5_acc: 0.7328, loss_cls: 2.1712, loss: 2.1712, grad_norm: 2.3277 2020-09-11 15:39:05,245 - mmaction - INFO - Epoch [37][80/627] lr: 6.000e-02, eta: 20:38:17, time: 1.039, data_time: 0.014, memory: 8470, top1_acc: 0.5030, top5_acc: 0.7319, loss_cls: 2.1931, loss: 2.1931, grad_norm: 2.3236 2020-09-11 15:39:25,743 - mmaction - INFO - Epoch [37][100/627] lr: 6.000e-02, eta: 20:37:55, time: 1.021, data_time: 0.014, memory: 8470, top1_acc: 0.5021, top5_acc: 0.7316, loss_cls: 2.1917, loss: 2.1917, grad_norm: 2.3203 2020-09-11 15:39:46,347 - mmaction - INFO - Epoch [37][120/627] lr: 6.000e-02, eta: 20:37:33, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7328, loss_cls: 2.1576, loss: 2.1576, grad_norm: 2.3424 2020-09-11 15:40:07,030 - mmaction - INFO - Epoch [37][140/627] lr: 6.000e-02, eta: 20:37:12, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.4928, top5_acc: 0.7376, loss_cls: 2.1867, loss: 2.1867, grad_norm: 2.3521 2020-09-11 15:40:27,517 - mmaction - INFO - Epoch [37][160/627] lr: 6.000e-02, eta: 20:36:50, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5003, top5_acc: 0.7288, loss_cls: 2.1943, loss: 2.1943, grad_norm: 2.3333 2020-09-11 15:40:48,067 - mmaction - INFO - Epoch [37][180/627] lr: 6.000e-02, eta: 20:36:28, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.5022, top5_acc: 0.7344, loss_cls: 2.1933, loss: 2.1933, grad_norm: 2.3474 2020-09-11 15:41:08,627 - mmaction - INFO - Epoch [37][200/627] lr: 6.000e-02, eta: 20:36:07, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.4973, top5_acc: 0.7357, loss_cls: 2.2012, loss: 2.2012, grad_norm: 2.3075 2020-09-11 15:41:29,250 - mmaction - INFO - Epoch [37][220/627] lr: 6.000e-02, eta: 20:35:45, time: 1.027, data_time: 0.012, memory: 8470, top1_acc: 0.5018, top5_acc: 0.7379, loss_cls: 2.1827, loss: 2.1827, grad_norm: 2.3239 2020-09-11 15:41:49,728 - mmaction - INFO - Epoch [37][240/627] lr: 6.000e-02, eta: 20:35:24, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.4973, top5_acc: 0.7314, loss_cls: 2.2097, loss: 2.2097, grad_norm: 2.3142 2020-09-11 15:42:10,214 - mmaction - INFO - Epoch [37][260/627] lr: 6.000e-02, eta: 20:35:02, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5004, top5_acc: 0.7352, loss_cls: 2.1672, loss: 2.1672, grad_norm: 2.3155 2020-09-11 15:42:30,882 - mmaction - INFO - Epoch [37][280/627] lr: 6.000e-02, eta: 20:34:41, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7324, loss_cls: 2.1968, loss: 2.1968, grad_norm: 2.3528 2020-09-11 15:42:51,428 - mmaction - INFO - Epoch [37][300/627] lr: 6.000e-02, eta: 20:34:19, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.4958, top5_acc: 0.7331, loss_cls: 2.1875, loss: 2.1875, grad_norm: 2.3240 2020-09-11 15:43:11,875 - mmaction - INFO - Epoch [37][320/627] lr: 6.000e-02, eta: 20:33:57, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7451, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.3007 2020-09-11 15:43:32,456 - mmaction - INFO - Epoch [37][340/627] lr: 6.000e-02, eta: 20:33:36, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.4878, top5_acc: 0.7279, loss_cls: 2.2156, loss: 2.2156, grad_norm: 2.3355 2020-09-11 15:43:53,065 - mmaction - INFO - Epoch [37][360/627] lr: 6.000e-02, eta: 20:33:14, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4861, top5_acc: 0.7214, loss_cls: 2.2440, loss: 2.2440, grad_norm: 2.3875 2020-09-11 15:44:13,555 - mmaction - INFO - Epoch [37][380/627] lr: 6.000e-02, eta: 20:32:52, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1946, loss: 2.1946, grad_norm: 2.3224 2020-09-11 15:44:34,107 - mmaction - INFO - Epoch [37][400/627] lr: 6.000e-02, eta: 20:32:31, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5001, top5_acc: 0.7380, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.3744 2020-09-11 15:44:54,726 - mmaction - INFO - Epoch [37][420/627] lr: 6.000e-02, eta: 20:32:09, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7353, loss_cls: 2.2006, loss: 2.2006, grad_norm: 2.3101 2020-09-11 15:45:15,278 - mmaction - INFO - Epoch [37][440/627] lr: 6.000e-02, eta: 20:31:48, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.4893, top5_acc: 0.7323, loss_cls: 2.2228, loss: 2.2228, grad_norm: 2.3578 2020-09-11 15:45:35,907 - mmaction - INFO - Epoch [37][460/627] lr: 6.000e-02, eta: 20:31:26, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4908, top5_acc: 0.7155, loss_cls: 2.2590, loss: 2.2590, grad_norm: 2.3655 2020-09-11 15:45:56,425 - mmaction - INFO - Epoch [37][480/627] lr: 6.000e-02, eta: 20:31:05, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7354, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.3071 2020-09-11 15:46:16,985 - mmaction - INFO - Epoch [37][500/627] lr: 6.000e-02, eta: 20:30:43, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.4952, top5_acc: 0.7276, loss_cls: 2.2027, loss: 2.2027, grad_norm: 2.3290 2020-09-11 15:46:37,545 - mmaction - INFO - Epoch [37][520/627] lr: 6.000e-02, eta: 20:30:22, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5027, top5_acc: 0.7375, loss_cls: 2.1769, loss: 2.1769, grad_norm: 2.3159 2020-09-11 15:46:58,088 - mmaction - INFO - Epoch [37][540/627] lr: 6.000e-02, eta: 20:30:00, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7276, loss_cls: 2.2242, loss: 2.2242, grad_norm: 2.3468 2020-09-11 15:47:18,590 - mmaction - INFO - Epoch [37][560/627] lr: 6.000e-02, eta: 20:29:38, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4936, top5_acc: 0.7250, loss_cls: 2.2392, loss: 2.2392, grad_norm: 2.3726 2020-09-11 15:47:39,134 - mmaction - INFO - Epoch [37][580/627] lr: 6.000e-02, eta: 20:29:16, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7315, loss_cls: 2.1919, loss: 2.1919, grad_norm: 2.3276 2020-09-11 15:47:59,713 - mmaction - INFO - Epoch [37][600/627] lr: 6.000e-02, eta: 20:28:55, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.4993, top5_acc: 0.7354, loss_cls: 2.1894, loss: 2.1894, grad_norm: 2.3510 2020-09-11 15:48:20,204 - mmaction - INFO - Epoch [37][620/627] lr: 6.000e-02, eta: 20:28:33, time: 1.019, data_time: 0.007, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7254, loss_cls: 2.2302, loss: 2.2302, grad_norm: 2.3250 2020-09-11 15:48:58,353 - mmaction - INFO - Epoch [38][20/627] lr: 6.000e-02, eta: 20:28:18, time: 1.621, data_time: 0.531, memory: 8470, top1_acc: 0.4986, top5_acc: 0.7337, loss_cls: 2.1961, loss: 2.1961, grad_norm: 2.3658 2020-09-11 15:49:18,974 - mmaction - INFO - Epoch [38][40/627] lr: 6.000e-02, eta: 20:27:57, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7424, loss_cls: 2.1401, loss: 2.1401, grad_norm: 2.3019 2020-09-11 15:49:39,545 - mmaction - INFO - Epoch [38][60/627] lr: 6.000e-02, eta: 20:27:35, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4988, top5_acc: 0.7388, loss_cls: 2.1993, loss: 2.1993, grad_norm: 2.3675 2020-09-11 15:50:00,166 - mmaction - INFO - Epoch [38][80/627] lr: 6.000e-02, eta: 20:27:14, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5036, top5_acc: 0.7357, loss_cls: 2.1605, loss: 2.1605, grad_norm: 2.3083 2020-09-11 15:50:20,782 - mmaction - INFO - Epoch [38][100/627] lr: 6.000e-02, eta: 20:26:53, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5027, top5_acc: 0.7417, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.3245 2020-09-11 15:50:41,391 - mmaction - INFO - Epoch [38][120/627] lr: 6.000e-02, eta: 20:26:31, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7362, loss_cls: 2.1622, loss: 2.1622, grad_norm: 2.3386 2020-09-11 15:51:01,800 - mmaction - INFO - Epoch [38][140/627] lr: 6.000e-02, eta: 20:26:09, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.4982, top5_acc: 0.7313, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.2949 2020-09-11 15:51:22,354 - mmaction - INFO - Epoch [38][160/627] lr: 6.000e-02, eta: 20:25:48, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7392, loss_cls: 2.1419, loss: 2.1419, grad_norm: 2.2913 2020-09-11 15:51:42,818 - mmaction - INFO - Epoch [38][180/627] lr: 6.000e-02, eta: 20:25:26, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5072, top5_acc: 0.7358, loss_cls: 2.1577, loss: 2.1577, grad_norm: 2.3308 2020-09-11 15:52:03,442 - mmaction - INFO - Epoch [38][200/627] lr: 6.000e-02, eta: 20:25:04, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5027, top5_acc: 0.7413, loss_cls: 2.1521, loss: 2.1521, grad_norm: 2.3212 2020-09-11 15:52:24,058 - mmaction - INFO - Epoch [38][220/627] lr: 6.000e-02, eta: 20:24:43, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7258, loss_cls: 2.2189, loss: 2.2189, grad_norm: 2.3734 2020-09-11 15:52:44,594 - mmaction - INFO - Epoch [38][240/627] lr: 6.000e-02, eta: 20:24:21, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5014, top5_acc: 0.7312, loss_cls: 2.1959, loss: 2.1959, grad_norm: 2.3454 2020-09-11 15:53:05,179 - mmaction - INFO - Epoch [38][260/627] lr: 6.000e-02, eta: 20:24:00, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.4932, top5_acc: 0.7306, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.3466 2020-09-11 15:53:25,660 - mmaction - INFO - Epoch [38][280/627] lr: 6.000e-02, eta: 20:23:38, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4971, top5_acc: 0.7324, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.3177 2020-09-11 15:53:46,302 - mmaction - INFO - Epoch [38][300/627] lr: 6.000e-02, eta: 20:23:17, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.4887, top5_acc: 0.7284, loss_cls: 2.2319, loss: 2.2319, grad_norm: 2.3220 2020-09-11 15:54:06,864 - mmaction - INFO - Epoch [38][320/627] lr: 6.000e-02, eta: 20:22:55, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4839, top5_acc: 0.7201, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.3746 2020-09-11 15:54:27,416 - mmaction - INFO - Epoch [38][340/627] lr: 6.000e-02, eta: 20:22:34, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5007, top5_acc: 0.7355, loss_cls: 2.1652, loss: 2.1652, grad_norm: 2.2989 2020-09-11 15:54:47,939 - mmaction - INFO - Epoch [38][360/627] lr: 6.000e-02, eta: 20:22:12, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.4982, top5_acc: 0.7203, loss_cls: 2.2557, loss: 2.2557, grad_norm: 2.3551 2020-09-11 15:55:08,382 - mmaction - INFO - Epoch [38][380/627] lr: 6.000e-02, eta: 20:21:50, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7322, loss_cls: 2.1795, loss: 2.1795, grad_norm: 2.3506 2020-09-11 15:55:28,988 - mmaction - INFO - Epoch [38][400/627] lr: 6.000e-02, eta: 20:21:28, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7337, loss_cls: 2.1756, loss: 2.1756, grad_norm: 2.3267 2020-09-11 15:55:49,535 - mmaction - INFO - Epoch [38][420/627] lr: 6.000e-02, eta: 20:21:07, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5001, top5_acc: 0.7298, loss_cls: 2.1983, loss: 2.1983, grad_norm: 2.3490 2020-09-11 15:56:10,105 - mmaction - INFO - Epoch [38][440/627] lr: 6.000e-02, eta: 20:20:46, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7342, loss_cls: 2.1797, loss: 2.1797, grad_norm: 2.3611 2020-09-11 15:56:30,564 - mmaction - INFO - Epoch [38][460/627] lr: 6.000e-02, eta: 20:20:24, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7275, loss_cls: 2.2253, loss: 2.2253, grad_norm: 2.3420 2020-09-11 15:56:51,202 - mmaction - INFO - Epoch [38][480/627] lr: 6.000e-02, eta: 20:20:02, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.4995, top5_acc: 0.7336, loss_cls: 2.1886, loss: 2.1886, grad_norm: 2.3075 2020-09-11 15:57:11,707 - mmaction - INFO - Epoch [38][500/627] lr: 6.000e-02, eta: 20:19:41, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5016, top5_acc: 0.7353, loss_cls: 2.1889, loss: 2.1889, grad_norm: 2.3594 2020-09-11 15:57:32,166 - mmaction - INFO - Epoch [38][520/627] lr: 6.000e-02, eta: 20:19:19, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7270, loss_cls: 2.2000, loss: 2.2000, grad_norm: 2.3298 2020-09-11 15:57:52,647 - mmaction - INFO - Epoch [38][540/627] lr: 6.000e-02, eta: 20:18:57, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5030, top5_acc: 0.7310, loss_cls: 2.1938, loss: 2.1938, grad_norm: 2.3098 2020-09-11 15:58:13,220 - mmaction - INFO - Epoch [38][560/627] lr: 6.000e-02, eta: 20:18:36, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7247, loss_cls: 2.2064, loss: 2.2064, grad_norm: 2.3222 2020-09-11 15:58:33,793 - mmaction - INFO - Epoch [38][580/627] lr: 6.000e-02, eta: 20:18:14, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.4884, top5_acc: 0.7263, loss_cls: 2.2219, loss: 2.2219, grad_norm: 2.2899 2020-09-11 15:58:54,264 - mmaction - INFO - Epoch [38][600/627] lr: 6.000e-02, eta: 20:17:52, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.5036, top5_acc: 0.7348, loss_cls: 2.1792, loss: 2.1792, grad_norm: 2.3156 2020-09-11 15:59:14,791 - mmaction - INFO - Epoch [38][620/627] lr: 6.000e-02, eta: 20:17:31, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2015, loss: 2.2015, grad_norm: 2.3469 2020-09-11 15:59:52,645 - mmaction - INFO - Epoch [39][20/627] lr: 6.000e-02, eta: 20:17:15, time: 1.608, data_time: 0.547, memory: 8470, top1_acc: 0.4974, top5_acc: 0.7335, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.3610 2020-09-11 16:00:13,372 - mmaction - INFO - Epoch [39][40/627] lr: 6.000e-02, eta: 20:16:53, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5036, top5_acc: 0.7353, loss_cls: 2.1428, loss: 2.1428, grad_norm: 2.2999 2020-09-11 16:00:33,929 - mmaction - INFO - Epoch [39][60/627] lr: 6.000e-02, eta: 20:16:32, time: 1.029, data_time: 0.015, memory: 8470, top1_acc: 0.5074, top5_acc: 0.7358, loss_cls: 2.1655, loss: 2.1655, grad_norm: 2.3193 2020-09-11 16:00:54,557 - mmaction - INFO - Epoch [39][80/627] lr: 6.000e-02, eta: 20:16:11, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.4948, top5_acc: 0.7301, loss_cls: 2.1973, loss: 2.1973, grad_norm: 2.4018 2020-09-11 16:01:15,138 - mmaction - INFO - Epoch [39][100/627] lr: 6.000e-02, eta: 20:15:49, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7322, loss_cls: 2.1956, loss: 2.1956, grad_norm: 2.3377 2020-09-11 16:01:35,728 - mmaction - INFO - Epoch [39][120/627] lr: 6.000e-02, eta: 20:15:28, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5055, top5_acc: 0.7436, loss_cls: 2.1346, loss: 2.1346, grad_norm: 2.3058 2020-09-11 16:01:56,353 - mmaction - INFO - Epoch [39][140/627] lr: 6.000e-02, eta: 20:15:07, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7281, loss_cls: 2.1992, loss: 2.1992, grad_norm: 2.3518 2020-09-11 16:02:17,034 - mmaction - INFO - Epoch [39][160/627] lr: 6.000e-02, eta: 20:14:45, time: 1.033, data_time: 0.004, memory: 8470, top1_acc: 0.4962, top5_acc: 0.7292, loss_cls: 2.2076, loss: 2.2076, grad_norm: 2.3272 2020-09-11 16:02:37,635 - mmaction - INFO - Epoch [39][180/627] lr: 6.000e-02, eta: 20:14:24, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.4948, top5_acc: 0.7247, loss_cls: 2.2144, loss: 2.2144, grad_norm: 2.3311 2020-09-11 16:02:58,235 - mmaction - INFO - Epoch [39][200/627] lr: 6.000e-02, eta: 20:14:02, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5025, top5_acc: 0.7311, loss_cls: 2.1892, loss: 2.1892, grad_norm: 2.3221 2020-09-11 16:03:18,745 - mmaction - INFO - Epoch [39][220/627] lr: 6.000e-02, eta: 20:13:41, time: 1.026, data_time: 0.014, memory: 8470, top1_acc: 0.5029, top5_acc: 0.7315, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.3413 2020-09-11 16:03:39,279 - mmaction - INFO - Epoch [39][240/627] lr: 6.000e-02, eta: 20:13:19, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7408, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.3275 2020-09-11 16:03:59,691 - mmaction - INFO - Epoch [39][260/627] lr: 6.000e-02, eta: 20:12:57, time: 1.028, data_time: 0.015, memory: 8470, top1_acc: 0.4902, top5_acc: 0.7203, loss_cls: 2.2459, loss: 2.2459, grad_norm: 2.3400 2020-09-11 16:04:20,241 - mmaction - INFO - Epoch [39][280/627] lr: 6.000e-02, eta: 20:12:36, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5081, top5_acc: 0.7379, loss_cls: 2.1613, loss: 2.1613, grad_norm: 2.3317 2020-09-11 16:04:40,776 - mmaction - INFO - Epoch [39][300/627] lr: 6.000e-02, eta: 20:12:14, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.4964, top5_acc: 0.7388, loss_cls: 2.1824, loss: 2.1824, grad_norm: 2.3494 2020-09-11 16:05:01,257 - mmaction - INFO - Epoch [39][320/627] lr: 6.000e-02, eta: 20:11:53, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.4991, top5_acc: 0.7299, loss_cls: 2.1857, loss: 2.1857, grad_norm: 2.3089 2020-09-11 16:05:21,879 - mmaction - INFO - Epoch [39][340/627] lr: 6.000e-02, eta: 20:11:31, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5098, top5_acc: 0.7353, loss_cls: 2.1690, loss: 2.1690, grad_norm: 2.3437 2020-09-11 16:05:42,425 - mmaction - INFO - Epoch [39][360/627] lr: 6.000e-02, eta: 20:11:09, time: 1.028, data_time: 0.016, memory: 8470, top1_acc: 0.4943, top5_acc: 0.7228, loss_cls: 2.2268, loss: 2.2268, grad_norm: 2.3492 2020-09-11 16:06:02,990 - mmaction - INFO - Epoch [39][380/627] lr: 6.000e-02, eta: 20:10:48, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5063, top5_acc: 0.7396, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.3234 2020-09-11 16:06:23,569 - mmaction - INFO - Epoch [39][400/627] lr: 6.000e-02, eta: 20:10:27, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.4893, top5_acc: 0.7217, loss_cls: 2.2311, loss: 2.2311, grad_norm: 2.3946 2020-09-11 16:06:43,999 - mmaction - INFO - Epoch [39][420/627] lr: 6.000e-02, eta: 20:10:04, time: 1.012, data_time: 0.005, memory: 8470, top1_acc: 0.4996, top5_acc: 0.7333, loss_cls: 2.1762, loss: 2.1762, grad_norm: 2.3250 2020-09-11 16:07:04,541 - mmaction - INFO - Epoch [39][440/627] lr: 6.000e-02, eta: 20:09:43, time: 1.027, data_time: 0.015, memory: 8470, top1_acc: 0.5007, top5_acc: 0.7333, loss_cls: 2.1942, loss: 2.1942, grad_norm: 2.3475 2020-09-11 16:07:25,071 - mmaction - INFO - Epoch [39][460/627] lr: 6.000e-02, eta: 20:09:22, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.5181, top5_acc: 0.7335, loss_cls: 2.1497, loss: 2.1497, grad_norm: 2.2901 2020-09-11 16:07:45,654 - mmaction - INFO - Epoch [39][480/627] lr: 6.000e-02, eta: 20:09:00, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.4979, top5_acc: 0.7329, loss_cls: 2.1819, loss: 2.1819, grad_norm: 2.3365 2020-09-11 16:08:06,184 - mmaction - INFO - Epoch [39][500/627] lr: 6.000e-02, eta: 20:08:39, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.4996, top5_acc: 0.7339, loss_cls: 2.1934, loss: 2.1934, grad_norm: 2.3476 2020-09-11 16:08:26,685 - mmaction - INFO - Epoch [39][520/627] lr: 6.000e-02, eta: 20:08:17, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.4971, top5_acc: 0.7316, loss_cls: 2.2000, loss: 2.2000, grad_norm: 2.3403 2020-09-11 16:08:47,142 - mmaction - INFO - Epoch [39][540/627] lr: 6.000e-02, eta: 20:07:55, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7268, loss_cls: 2.1983, loss: 2.1983, grad_norm: 2.3196 2020-09-11 16:09:07,716 - mmaction - INFO - Epoch [39][560/627] lr: 6.000e-02, eta: 20:07:34, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7176, loss_cls: 2.2425, loss: 2.2425, grad_norm: 2.3147 2020-09-11 16:09:28,281 - mmaction - INFO - Epoch [39][580/627] lr: 6.000e-02, eta: 20:07:12, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4937, top5_acc: 0.7303, loss_cls: 2.2043, loss: 2.2043, grad_norm: 2.3368 2020-09-11 16:09:48,810 - mmaction - INFO - Epoch [39][600/627] lr: 6.000e-02, eta: 20:06:51, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7257, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.3693 2020-09-11 16:10:09,302 - mmaction - INFO - Epoch [39][620/627] lr: 6.000e-02, eta: 20:06:29, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.4915, top5_acc: 0.7277, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.3255 2020-09-11 16:11:12,937 - mmaction - INFO - Epoch [40][20/627] lr: 6.000e-02, eta: 20:07:10, time: 2.613, data_time: 1.566, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7392, loss_cls: 2.1535, loss: 2.1535, grad_norm: 2.3190 2020-09-11 16:11:33,385 - mmaction - INFO - Epoch [40][40/627] lr: 6.000e-02, eta: 20:06:48, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.5048, top5_acc: 0.7339, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.3054 2020-09-11 16:11:53,894 - mmaction - INFO - Epoch [40][60/627] lr: 6.000e-02, eta: 20:06:26, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5126, top5_acc: 0.7306, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.3227 2020-09-11 16:12:14,493 - mmaction - INFO - Epoch [40][80/627] lr: 6.000e-02, eta: 20:06:04, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5005, top5_acc: 0.7359, loss_cls: 2.1791, loss: 2.1791, grad_norm: 2.3503 2020-09-11 16:12:35,015 - mmaction - INFO - Epoch [40][100/627] lr: 6.000e-02, eta: 20:05:43, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7449, loss_cls: 2.1450, loss: 2.1450, grad_norm: 2.2959 2020-09-11 16:12:55,576 - mmaction - INFO - Epoch [40][120/627] lr: 6.000e-02, eta: 20:05:21, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.5021, top5_acc: 0.7337, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.3146 2020-09-11 16:13:16,056 - mmaction - INFO - Epoch [40][140/627] lr: 6.000e-02, eta: 20:04:59, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.5056, top5_acc: 0.7331, loss_cls: 2.1413, loss: 2.1413, grad_norm: 2.3015 2020-09-11 16:13:36,569 - mmaction - INFO - Epoch [40][160/627] lr: 6.000e-02, eta: 20:04:38, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5014, top5_acc: 0.7324, loss_cls: 2.1967, loss: 2.1967, grad_norm: 2.3829 2020-09-11 16:13:57,187 - mmaction - INFO - Epoch [40][180/627] lr: 6.000e-02, eta: 20:04:16, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.4934, top5_acc: 0.7288, loss_cls: 2.2006, loss: 2.2006, grad_norm: 2.3143 2020-09-11 16:14:17,711 - mmaction - INFO - Epoch [40][200/627] lr: 6.000e-02, eta: 20:03:55, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7309, loss_cls: 2.1850, loss: 2.1850, grad_norm: 2.3120 2020-09-11 16:14:38,225 - mmaction - INFO - Epoch [40][220/627] lr: 6.000e-02, eta: 20:03:33, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5048, top5_acc: 0.7307, loss_cls: 2.1768, loss: 2.1768, grad_norm: 2.2999 2020-09-11 16:14:58,774 - mmaction - INFO - Epoch [40][240/627] lr: 6.000e-02, eta: 20:03:11, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.5017, top5_acc: 0.7328, loss_cls: 2.1592, loss: 2.1592, grad_norm: 2.3367 2020-09-11 16:15:19,291 - mmaction - INFO - Epoch [40][260/627] lr: 6.000e-02, eta: 20:02:50, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.4986, top5_acc: 0.7230, loss_cls: 2.2203, loss: 2.2203, grad_norm: 2.3384 2020-09-11 16:15:39,825 - mmaction - INFO - Epoch [40][280/627] lr: 6.000e-02, eta: 20:02:28, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5081, top5_acc: 0.7439, loss_cls: 2.1467, loss: 2.1467, grad_norm: 2.3437 2020-09-11 16:16:00,332 - mmaction - INFO - Epoch [40][300/627] lr: 6.000e-02, eta: 20:02:06, time: 1.020, data_time: 0.009, memory: 8470, top1_acc: 0.4971, top5_acc: 0.7306, loss_cls: 2.1959, loss: 2.1959, grad_norm: 2.3431 2020-09-11 16:16:20,980 - mmaction - INFO - Epoch [40][320/627] lr: 6.000e-02, eta: 20:01:45, time: 1.041, data_time: 0.013, memory: 8470, top1_acc: 0.4982, top5_acc: 0.7378, loss_cls: 2.1616, loss: 2.1616, grad_norm: 2.3302 2020-09-11 16:16:41,482 - mmaction - INFO - Epoch [40][340/627] lr: 6.000e-02, eta: 20:01:23, time: 1.022, data_time: 0.010, memory: 8470, top1_acc: 0.4982, top5_acc: 0.7263, loss_cls: 2.2262, loss: 2.2262, grad_norm: 2.3648 2020-09-11 16:17:02,112 - mmaction - INFO - Epoch [40][360/627] lr: 6.000e-02, eta: 20:01:02, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.5018, top5_acc: 0.7273, loss_cls: 2.2031, loss: 2.2031, grad_norm: 2.3580 2020-09-11 16:17:22,692 - mmaction - INFO - Epoch [40][380/627] lr: 6.000e-02, eta: 20:00:41, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5092, top5_acc: 0.7337, loss_cls: 2.1710, loss: 2.1710, grad_norm: 2.3284 2020-09-11 16:17:43,237 - mmaction - INFO - Epoch [40][400/627] lr: 6.000e-02, eta: 20:00:19, time: 1.017, data_time: 0.003, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7284, loss_cls: 2.1934, loss: 2.1934, grad_norm: 2.3543 2020-09-11 16:18:03,785 - mmaction - INFO - Epoch [40][420/627] lr: 6.000e-02, eta: 19:59:57, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.4937, top5_acc: 0.7267, loss_cls: 2.1967, loss: 2.1967, grad_norm: 2.3188 2020-09-11 16:18:24,334 - mmaction - INFO - Epoch [40][440/627] lr: 6.000e-02, eta: 19:59:36, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5017, top5_acc: 0.7302, loss_cls: 2.2044, loss: 2.2044, grad_norm: 2.3037 2020-09-11 16:18:44,801 - mmaction - INFO - Epoch [40][460/627] lr: 6.000e-02, eta: 19:59:14, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.4970, top5_acc: 0.7314, loss_cls: 2.1962, loss: 2.1962, grad_norm: 2.2699 2020-09-11 16:19:05,433 - mmaction - INFO - Epoch [40][480/627] lr: 6.000e-02, eta: 19:58:53, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1631, loss: 2.1631, grad_norm: 2.3215 2020-09-11 16:19:26,075 - mmaction - INFO - Epoch [40][500/627] lr: 6.000e-02, eta: 19:58:32, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.4992, top5_acc: 0.7382, loss_cls: 2.1628, loss: 2.1628, grad_norm: 2.3434 2020-09-11 16:19:46,597 - mmaction - INFO - Epoch [40][520/627] lr: 6.000e-02, eta: 19:58:10, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5038, top5_acc: 0.7396, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.3299 2020-09-11 16:20:07,249 - mmaction - INFO - Epoch [40][540/627] lr: 6.000e-02, eta: 19:57:49, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5005, top5_acc: 0.7320, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.3329 2020-09-11 16:20:27,724 - mmaction - INFO - Epoch [40][560/627] lr: 6.000e-02, eta: 19:57:27, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4924, top5_acc: 0.7329, loss_cls: 2.2260, loss: 2.2260, grad_norm: 2.3612 2020-09-11 16:20:48,262 - mmaction - INFO - Epoch [40][580/627] lr: 6.000e-02, eta: 19:57:06, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.4918, top5_acc: 0.7233, loss_cls: 2.2272, loss: 2.2272, grad_norm: 2.3341 2020-09-11 16:21:08,795 - mmaction - INFO - Epoch [40][600/627] lr: 6.000e-02, eta: 19:56:44, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5001, top5_acc: 0.7355, loss_cls: 2.1765, loss: 2.1765, grad_norm: 2.3442 2020-09-11 16:21:29,335 - mmaction - INFO - Epoch [40][620/627] lr: 6.000e-02, eta: 19:56:22, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5009, top5_acc: 0.7297, loss_cls: 2.2035, loss: 2.2035, grad_norm: 2.3739 2020-09-11 16:21:35,080 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-09-11 16:22:07,270 - mmaction - INFO - Epoch [41][20/627] lr: 6.000e-02, eta: 19:56:01, time: 1.526, data_time: 0.457, memory: 8470, top1_acc: 0.4980, top5_acc: 0.7314, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.3326 2020-09-11 16:22:27,868 - mmaction - INFO - Epoch [41][40/627] lr: 6.000e-02, eta: 19:55:39, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.5018, top5_acc: 0.7402, loss_cls: 2.1632, loss: 2.1632, grad_norm: 2.3326 2020-09-11 16:22:48,565 - mmaction - INFO - Epoch [41][60/627] lr: 6.000e-02, eta: 19:55:18, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5090, top5_acc: 0.7398, loss_cls: 2.1588, loss: 2.1588, grad_norm: 2.3236 2020-09-11 16:23:09,147 - mmaction - INFO - Epoch [41][80/627] lr: 6.000e-02, eta: 19:54:57, time: 1.034, data_time: 0.016, memory: 8470, top1_acc: 0.5051, top5_acc: 0.7368, loss_cls: 2.1633, loss: 2.1633, grad_norm: 2.3290 2020-09-11 16:23:29,795 - mmaction - INFO - Epoch [41][100/627] lr: 6.000e-02, eta: 19:54:35, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.4930, top5_acc: 0.7302, loss_cls: 2.2086, loss: 2.2086, grad_norm: 2.3738 2020-09-11 16:23:50,335 - mmaction - INFO - Epoch [41][120/627] lr: 6.000e-02, eta: 19:54:14, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7398, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.3335 2020-09-11 16:24:10,873 - mmaction - INFO - Epoch [41][140/627] lr: 6.000e-02, eta: 19:53:52, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7362, loss_cls: 2.1569, loss: 2.1569, grad_norm: 2.3465 2020-09-11 16:24:31,451 - mmaction - INFO - Epoch [41][160/627] lr: 6.000e-02, eta: 19:53:31, time: 1.038, data_time: 0.013, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7339, loss_cls: 2.1802, loss: 2.1802, grad_norm: 2.3744 2020-09-11 16:24:51,953 - mmaction - INFO - Epoch [41][180/627] lr: 6.000e-02, eta: 19:53:09, time: 1.021, data_time: 0.002, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7382, loss_cls: 2.1503, loss: 2.1503, grad_norm: 2.3596 2020-09-11 16:25:12,463 - mmaction - INFO - Epoch [41][200/627] lr: 6.000e-02, eta: 19:52:48, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7396, loss_cls: 2.1626, loss: 2.1626, grad_norm: 2.3213 2020-09-11 16:25:33,049 - mmaction - INFO - Epoch [41][220/627] lr: 6.000e-02, eta: 19:52:26, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.5066, top5_acc: 0.7426, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.3567 2020-09-11 16:25:53,611 - mmaction - INFO - Epoch [41][240/627] lr: 6.000e-02, eta: 19:52:05, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4988, top5_acc: 0.7326, loss_cls: 2.1744, loss: 2.1744, grad_norm: 2.3395 2020-09-11 16:26:14,143 - mmaction - INFO - Epoch [41][260/627] lr: 6.000e-02, eta: 19:51:43, time: 1.029, data_time: 0.015, memory: 8470, top1_acc: 0.5001, top5_acc: 0.7315, loss_cls: 2.1900, loss: 2.1900, grad_norm: 2.3447 2020-09-11 16:26:34,709 - mmaction - INFO - Epoch [41][280/627] lr: 6.000e-02, eta: 19:51:22, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5030, top5_acc: 0.7346, loss_cls: 2.1829, loss: 2.1829, grad_norm: 2.3668 2020-09-11 16:26:55,304 - mmaction - INFO - Epoch [41][300/627] lr: 6.000e-02, eta: 19:51:00, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4958, top5_acc: 0.7331, loss_cls: 2.1858, loss: 2.1858, grad_norm: 2.3537 2020-09-11 16:27:15,869 - mmaction - INFO - Epoch [41][320/627] lr: 6.000e-02, eta: 19:50:39, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7294, loss_cls: 2.2099, loss: 2.2099, grad_norm: 2.3751 2020-09-11 16:27:36,427 - mmaction - INFO - Epoch [41][340/627] lr: 6.000e-02, eta: 19:50:17, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7251, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.3882 2020-09-11 16:27:56,936 - mmaction - INFO - Epoch [41][360/627] lr: 6.000e-02, eta: 19:49:56, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5085, top5_acc: 0.7354, loss_cls: 2.1637, loss: 2.1637, grad_norm: 2.3530 2020-09-11 16:28:17,396 - mmaction - INFO - Epoch [41][380/627] lr: 6.000e-02, eta: 19:49:34, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5001, top5_acc: 0.7311, loss_cls: 2.1819, loss: 2.1819, grad_norm: 2.3535 2020-09-11 16:28:37,922 - mmaction - INFO - Epoch [41][400/627] lr: 6.000e-02, eta: 19:49:12, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7405, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.3017 2020-09-11 16:28:58,470 - mmaction - INFO - Epoch [41][420/627] lr: 6.000e-02, eta: 19:48:51, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7259, loss_cls: 2.2462, loss: 2.2462, grad_norm: 2.3994 2020-09-11 16:29:19,085 - mmaction - INFO - Epoch [41][440/627] lr: 6.000e-02, eta: 19:48:29, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.4993, top5_acc: 0.7320, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.3341 2020-09-11 16:29:39,666 - mmaction - INFO - Epoch [41][460/627] lr: 6.000e-02, eta: 19:48:08, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7315, loss_cls: 2.1978, loss: 2.1978, grad_norm: 2.3292 2020-09-11 16:30:00,143 - mmaction - INFO - Epoch [41][480/627] lr: 6.000e-02, eta: 19:47:46, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5025, top5_acc: 0.7309, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.3203 2020-09-11 16:30:20,624 - mmaction - INFO - Epoch [41][500/627] lr: 6.000e-02, eta: 19:47:24, time: 1.015, data_time: 0.010, memory: 8470, top1_acc: 0.5077, top5_acc: 0.7376, loss_cls: 2.1650, loss: 2.1650, grad_norm: 2.3178 2020-09-11 16:30:41,065 - mmaction - INFO - Epoch [41][520/627] lr: 6.000e-02, eta: 19:47:03, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.5051, top5_acc: 0.7383, loss_cls: 2.1753, loss: 2.1753, grad_norm: 2.3472 2020-09-11 16:31:01,676 - mmaction - INFO - Epoch [41][540/627] lr: 6.000e-02, eta: 19:46:41, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.4990, top5_acc: 0.7370, loss_cls: 2.1550, loss: 2.1550, grad_norm: 2.3362 2020-09-11 16:31:22,341 - mmaction - INFO - Epoch [41][560/627] lr: 6.000e-02, eta: 19:46:20, time: 1.036, data_time: 0.006, memory: 8470, top1_acc: 0.4924, top5_acc: 0.7254, loss_cls: 2.2395, loss: 2.2395, grad_norm: 2.3453 2020-09-11 16:31:42,984 - mmaction - INFO - Epoch [41][580/627] lr: 6.000e-02, eta: 19:45:58, time: 1.022, data_time: 0.012, memory: 8470, top1_acc: 0.5018, top5_acc: 0.7361, loss_cls: 2.1868, loss: 2.1868, grad_norm: 2.3024 2020-09-11 16:32:03,532 - mmaction - INFO - Epoch [41][600/627] lr: 6.000e-02, eta: 19:45:37, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.5013, top5_acc: 0.7388, loss_cls: 2.1686, loss: 2.1686, grad_norm: 2.3514 2020-09-11 16:32:24,057 - mmaction - INFO - Epoch [41][620/627] lr: 6.000e-02, eta: 19:45:16, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7289, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.3118 2020-09-11 16:33:01,782 - mmaction - INFO - Epoch [42][20/627] lr: 6.000e-02, eta: 19:44:58, time: 1.601, data_time: 0.499, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7421, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.3447 2020-09-11 16:33:22,479 - mmaction - INFO - Epoch [42][40/627] lr: 6.000e-02, eta: 19:44:37, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5092, top5_acc: 0.7440, loss_cls: 2.1422, loss: 2.1422, grad_norm: 2.3354 2020-09-11 16:33:43,075 - mmaction - INFO - Epoch [42][60/627] lr: 6.000e-02, eta: 19:44:15, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5026, top5_acc: 0.7353, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.3541 2020-09-11 16:34:03,701 - mmaction - INFO - Epoch [42][80/627] lr: 6.000e-02, eta: 19:43:54, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.4962, top5_acc: 0.7331, loss_cls: 2.1824, loss: 2.1824, grad_norm: 2.3317 2020-09-11 16:34:24,245 - mmaction - INFO - Epoch [42][100/627] lr: 6.000e-02, eta: 19:43:33, time: 1.038, data_time: 0.017, memory: 8470, top1_acc: 0.5012, top5_acc: 0.7396, loss_cls: 2.1713, loss: 2.1713, grad_norm: 2.3428 2020-09-11 16:34:44,832 - mmaction - INFO - Epoch [42][120/627] lr: 6.000e-02, eta: 19:43:11, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.4984, top5_acc: 0.7378, loss_cls: 2.1765, loss: 2.1765, grad_norm: 2.3658 2020-09-11 16:35:05,371 - mmaction - INFO - Epoch [42][140/627] lr: 6.000e-02, eta: 19:42:50, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5031, top5_acc: 0.7316, loss_cls: 2.1671, loss: 2.1671, grad_norm: 2.3476 2020-09-11 16:35:25,886 - mmaction - INFO - Epoch [42][160/627] lr: 6.000e-02, eta: 19:42:28, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7264, loss_cls: 2.2073, loss: 2.2073, grad_norm: 2.3295 2020-09-11 16:35:46,474 - mmaction - INFO - Epoch [42][180/627] lr: 6.000e-02, eta: 19:42:07, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.5099, top5_acc: 0.7419, loss_cls: 2.1414, loss: 2.1414, grad_norm: 2.3139 2020-09-11 16:36:06,942 - mmaction - INFO - Epoch [42][200/627] lr: 6.000e-02, eta: 19:41:45, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5061, top5_acc: 0.7318, loss_cls: 2.1759, loss: 2.1759, grad_norm: 2.3423 2020-09-11 16:36:27,361 - mmaction - INFO - Epoch [42][220/627] lr: 6.000e-02, eta: 19:41:23, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.4995, top5_acc: 0.7370, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.3579 2020-09-11 16:36:47,881 - mmaction - INFO - Epoch [42][240/627] lr: 6.000e-02, eta: 19:41:01, time: 1.018, data_time: 0.010, memory: 8470, top1_acc: 0.5079, top5_acc: 0.7406, loss_cls: 2.1607, loss: 2.1607, grad_norm: 2.3382 2020-09-11 16:37:08,462 - mmaction - INFO - Epoch [42][260/627] lr: 6.000e-02, eta: 19:40:40, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.4980, top5_acc: 0.7345, loss_cls: 2.2096, loss: 2.2096, grad_norm: 2.3689 2020-09-11 16:37:29,147 - mmaction - INFO - Epoch [42][280/627] lr: 6.000e-02, eta: 19:40:19, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4997, top5_acc: 0.7326, loss_cls: 2.1683, loss: 2.1683, grad_norm: 2.3367 2020-09-11 16:37:49,715 - mmaction - INFO - Epoch [42][300/627] lr: 6.000e-02, eta: 19:39:58, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.4931, top5_acc: 0.7234, loss_cls: 2.2298, loss: 2.2298, grad_norm: 2.3801 2020-09-11 16:38:10,281 - mmaction - INFO - Epoch [42][320/627] lr: 6.000e-02, eta: 19:39:36, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7297, loss_cls: 2.2167, loss: 2.2167, grad_norm: 2.3173 2020-09-11 16:38:30,866 - mmaction - INFO - Epoch [42][340/627] lr: 6.000e-02, eta: 19:39:15, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.4993, top5_acc: 0.7368, loss_cls: 2.1954, loss: 2.1954, grad_norm: 2.3676 2020-09-11 16:38:51,484 - mmaction - INFO - Epoch [42][360/627] lr: 6.000e-02, eta: 19:38:53, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5060, top5_acc: 0.7332, loss_cls: 2.1741, loss: 2.1741, grad_norm: 2.3216 2020-09-11 16:39:12,014 - mmaction - INFO - Epoch [42][380/627] lr: 6.000e-02, eta: 19:38:32, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.5029, top5_acc: 0.7298, loss_cls: 2.1811, loss: 2.1811, grad_norm: 2.3525 2020-09-11 16:39:32,589 - mmaction - INFO - Epoch [42][400/627] lr: 6.000e-02, eta: 19:38:10, time: 1.033, data_time: 0.015, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7370, loss_cls: 2.1508, loss: 2.1508, grad_norm: 2.3140 2020-09-11 16:39:53,180 - mmaction - INFO - Epoch [42][420/627] lr: 6.000e-02, eta: 19:37:49, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7408, loss_cls: 2.1404, loss: 2.1404, grad_norm: 2.3060 2020-09-11 16:40:13,835 - mmaction - INFO - Epoch [42][440/627] lr: 6.000e-02, eta: 19:37:28, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7413, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.3353 2020-09-11 16:40:34,338 - mmaction - INFO - Epoch [42][460/627] lr: 6.000e-02, eta: 19:37:06, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5052, top5_acc: 0.7375, loss_cls: 2.1685, loss: 2.1685, grad_norm: 2.3326 2020-09-11 16:40:54,813 - mmaction - INFO - Epoch [42][480/627] lr: 6.000e-02, eta: 19:36:45, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5057, top5_acc: 0.7385, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.3765 2020-09-11 16:41:15,298 - mmaction - INFO - Epoch [42][500/627] lr: 6.000e-02, eta: 19:36:23, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.4924, top5_acc: 0.7257, loss_cls: 2.2187, loss: 2.2187, grad_norm: 2.3785 2020-09-11 16:41:35,933 - mmaction - INFO - Epoch [42][520/627] lr: 6.000e-02, eta: 19:36:02, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7328, loss_cls: 2.1765, loss: 2.1765, grad_norm: 2.3451 2020-09-11 16:41:56,538 - mmaction - INFO - Epoch [42][540/627] lr: 6.000e-02, eta: 19:35:40, time: 1.030, data_time: 0.018, memory: 8470, top1_acc: 0.5036, top5_acc: 0.7277, loss_cls: 2.2043, loss: 2.2043, grad_norm: 2.3526 2020-09-11 16:42:17,174 - mmaction - INFO - Epoch [42][560/627] lr: 6.000e-02, eta: 19:35:19, time: 1.036, data_time: 0.018, memory: 8470, top1_acc: 0.4987, top5_acc: 0.7352, loss_cls: 2.1951, loss: 2.1951, grad_norm: 2.3279 2020-09-11 16:42:37,704 - mmaction - INFO - Epoch [42][580/627] lr: 6.000e-02, eta: 19:34:58, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7271, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.2840 2020-09-11 16:42:58,366 - mmaction - INFO - Epoch [42][600/627] lr: 6.000e-02, eta: 19:34:36, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.4927, top5_acc: 0.7323, loss_cls: 2.1995, loss: 2.1995, grad_norm: 2.3322 2020-09-11 16:43:18,985 - mmaction - INFO - Epoch [42][620/627] lr: 6.000e-02, eta: 19:34:15, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.5115, top5_acc: 0.7350, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.3401 2020-09-11 16:43:56,944 - mmaction - INFO - Epoch [43][20/627] lr: 6.000e-02, eta: 19:33:58, time: 1.613, data_time: 0.466, memory: 8470, top1_acc: 0.5108, top5_acc: 0.7378, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.3583 2020-09-11 16:44:17,464 - mmaction - INFO - Epoch [43][40/627] lr: 6.000e-02, eta: 19:33:36, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7411, loss_cls: 2.1402, loss: 2.1402, grad_norm: 2.3303 2020-09-11 16:44:38,033 - mmaction - INFO - Epoch [43][60/627] lr: 6.000e-02, eta: 19:33:15, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7382, loss_cls: 2.1402, loss: 2.1402, grad_norm: 2.3212 2020-09-11 16:44:58,580 - mmaction - INFO - Epoch [43][80/627] lr: 6.000e-02, eta: 19:32:53, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.5091, top5_acc: 0.7404, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.3521 2020-09-11 16:45:19,082 - mmaction - INFO - Epoch [43][100/627] lr: 6.000e-02, eta: 19:32:32, time: 1.032, data_time: 0.014, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7410, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.3562 2020-09-11 16:45:39,579 - mmaction - INFO - Epoch [43][120/627] lr: 6.000e-02, eta: 19:32:10, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7469, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.3165 2020-09-11 16:46:00,122 - mmaction - INFO - Epoch [43][140/627] lr: 6.000e-02, eta: 19:31:49, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5064, top5_acc: 0.7362, loss_cls: 2.1678, loss: 2.1678, grad_norm: 2.3427 2020-09-11 16:46:20,708 - mmaction - INFO - Epoch [43][160/627] lr: 6.000e-02, eta: 19:31:27, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7280, loss_cls: 2.2199, loss: 2.2199, grad_norm: 2.4013 2020-09-11 16:46:41,252 - mmaction - INFO - Epoch [43][180/627] lr: 6.000e-02, eta: 19:31:06, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7444, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.3140 2020-09-11 16:47:01,720 - mmaction - INFO - Epoch [43][200/627] lr: 6.000e-02, eta: 19:30:44, time: 1.017, data_time: 0.007, memory: 8470, top1_acc: 0.5117, top5_acc: 0.7368, loss_cls: 2.1516, loss: 2.1516, grad_norm: 2.3009 2020-09-11 16:47:22,331 - mmaction - INFO - Epoch [43][220/627] lr: 6.000e-02, eta: 19:30:23, time: 1.038, data_time: 0.010, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7311, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.3729 2020-09-11 16:47:42,904 - mmaction - INFO - Epoch [43][240/627] lr: 6.000e-02, eta: 19:30:01, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.4979, top5_acc: 0.7378, loss_cls: 2.1875, loss: 2.1875, grad_norm: 2.3410 2020-09-11 16:48:03,478 - mmaction - INFO - Epoch [43][260/627] lr: 6.000e-02, eta: 19:29:40, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5052, top5_acc: 0.7349, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.3018 2020-09-11 16:48:24,032 - mmaction - INFO - Epoch [43][280/627] lr: 6.000e-02, eta: 19:29:18, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5017, top5_acc: 0.7310, loss_cls: 2.1719, loss: 2.1719, grad_norm: 2.3413 2020-09-11 16:48:44,692 - mmaction - INFO - Epoch [43][300/627] lr: 6.000e-02, eta: 19:28:57, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.4988, top5_acc: 0.7273, loss_cls: 2.2007, loss: 2.2007, grad_norm: 2.3502 2020-09-11 16:49:05,144 - mmaction - INFO - Epoch [43][320/627] lr: 6.000e-02, eta: 19:28:35, time: 1.017, data_time: 0.010, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7280, loss_cls: 2.2038, loss: 2.2038, grad_norm: 2.3343 2020-09-11 16:49:25,760 - mmaction - INFO - Epoch [43][340/627] lr: 6.000e-02, eta: 19:28:14, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.5003, top5_acc: 0.7331, loss_cls: 2.1760, loss: 2.1760, grad_norm: 2.3424 2020-09-11 16:49:46,160 - mmaction - INFO - Epoch [43][360/627] lr: 6.000e-02, eta: 19:27:52, time: 1.023, data_time: 0.011, memory: 8470, top1_acc: 0.5065, top5_acc: 0.7383, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.2959 2020-09-11 16:50:06,669 - mmaction - INFO - Epoch [43][380/627] lr: 6.000e-02, eta: 19:27:31, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7285, loss_cls: 2.1866, loss: 2.1866, grad_norm: 2.3073 2020-09-11 16:50:27,181 - mmaction - INFO - Epoch [43][400/627] lr: 6.000e-02, eta: 19:27:09, time: 1.017, data_time: 0.007, memory: 8470, top1_acc: 0.5102, top5_acc: 0.7389, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.3245 2020-09-11 16:50:47,763 - mmaction - INFO - Epoch [43][420/627] lr: 6.000e-02, eta: 19:26:48, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.4986, top5_acc: 0.7309, loss_cls: 2.1891, loss: 2.1891, grad_norm: 2.3656 2020-09-11 16:51:08,359 - mmaction - INFO - Epoch [43][440/627] lr: 6.000e-02, eta: 19:26:27, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.5061, top5_acc: 0.7320, loss_cls: 2.1684, loss: 2.1684, grad_norm: 2.3275 2020-09-11 16:51:28,856 - mmaction - INFO - Epoch [43][460/627] lr: 6.000e-02, eta: 19:26:05, time: 1.021, data_time: 0.010, memory: 8470, top1_acc: 0.5199, top5_acc: 0.7398, loss_cls: 2.1446, loss: 2.1446, grad_norm: 2.3100 2020-09-11 16:51:49,338 - mmaction - INFO - Epoch [43][480/627] lr: 6.000e-02, eta: 19:25:43, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7374, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.3214 2020-09-11 16:52:09,853 - mmaction - INFO - Epoch [43][500/627] lr: 6.000e-02, eta: 19:25:22, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7414, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.4015 2020-09-11 16:52:30,386 - mmaction - INFO - Epoch [43][520/627] lr: 6.000e-02, eta: 19:25:00, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5056, top5_acc: 0.7311, loss_cls: 2.1812, loss: 2.1812, grad_norm: 2.3583 2020-09-11 16:52:51,049 - mmaction - INFO - Epoch [43][540/627] lr: 6.000e-02, eta: 19:24:39, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.5036, top5_acc: 0.7324, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.3110 2020-09-11 16:53:11,602 - mmaction - INFO - Epoch [43][560/627] lr: 6.000e-02, eta: 19:24:18, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5109, top5_acc: 0.7374, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.3574 2020-09-11 16:53:32,064 - mmaction - INFO - Epoch [43][580/627] lr: 6.000e-02, eta: 19:23:56, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5007, top5_acc: 0.7368, loss_cls: 2.1959, loss: 2.1959, grad_norm: 2.3681 2020-09-11 16:53:52,689 - mmaction - INFO - Epoch [43][600/627] lr: 6.000e-02, eta: 19:23:35, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.4951, top5_acc: 0.7276, loss_cls: 2.2107, loss: 2.2107, grad_norm: 2.3502 2020-09-11 16:54:13,182 - mmaction - INFO - Epoch [43][620/627] lr: 6.000e-02, eta: 19:23:13, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.4992, top5_acc: 0.7353, loss_cls: 2.1700, loss: 2.1700, grad_norm: 2.3409 2020-09-11 16:54:51,365 - mmaction - INFO - Epoch [44][20/627] lr: 6.000e-02, eta: 19:22:56, time: 1.625, data_time: 0.510, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7431, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.3467 2020-09-11 16:55:11,965 - mmaction - INFO - Epoch [44][40/627] lr: 6.000e-02, eta: 19:22:35, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5070, top5_acc: 0.7405, loss_cls: 2.1619, loss: 2.1619, grad_norm: 2.3568 2020-09-11 16:55:32,548 - mmaction - INFO - Epoch [44][60/627] lr: 6.000e-02, eta: 19:22:13, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5108, top5_acc: 0.7314, loss_cls: 2.1688, loss: 2.1688, grad_norm: 2.3220 2020-09-11 16:55:53,053 - mmaction - INFO - Epoch [44][80/627] lr: 6.000e-02, eta: 19:21:52, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5177, top5_acc: 0.7448, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.2987 2020-09-11 16:56:13,590 - mmaction - INFO - Epoch [44][100/627] lr: 6.000e-02, eta: 19:21:30, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7447, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.3009 2020-09-11 16:56:34,190 - mmaction - INFO - Epoch [44][120/627] lr: 6.000e-02, eta: 19:21:09, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7406, loss_cls: 2.1247, loss: 2.1247, grad_norm: 2.3267 2020-09-11 16:56:54,659 - mmaction - INFO - Epoch [44][140/627] lr: 6.000e-02, eta: 19:20:47, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5065, top5_acc: 0.7370, loss_cls: 2.1555, loss: 2.1555, grad_norm: 2.3655 2020-09-11 16:57:15,163 - mmaction - INFO - Epoch [44][160/627] lr: 6.000e-02, eta: 19:20:26, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5029, top5_acc: 0.7401, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.3338 2020-09-11 16:57:35,729 - mmaction - INFO - Epoch [44][180/627] lr: 6.000e-02, eta: 19:20:04, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7362, loss_cls: 2.1307, loss: 2.1307, grad_norm: 2.3396 2020-09-11 16:57:56,261 - mmaction - INFO - Epoch [44][200/627] lr: 6.000e-02, eta: 19:19:43, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7405, loss_cls: 2.1146, loss: 2.1146, grad_norm: 2.3303 2020-09-11 16:58:16,744 - mmaction - INFO - Epoch [44][220/627] lr: 6.000e-02, eta: 19:19:21, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.4974, top5_acc: 0.7293, loss_cls: 2.1968, loss: 2.1968, grad_norm: 2.3677 2020-09-11 16:58:37,320 - mmaction - INFO - Epoch [44][240/627] lr: 6.000e-02, eta: 19:19:00, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7366, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.3475 2020-09-11 16:58:57,807 - mmaction - INFO - Epoch [44][260/627] lr: 6.000e-02, eta: 19:18:38, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7408, loss_cls: 2.1310, loss: 2.1310, grad_norm: 2.3264 2020-09-11 16:59:18,383 - mmaction - INFO - Epoch [44][280/627] lr: 6.000e-02, eta: 19:18:17, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.5085, top5_acc: 0.7358, loss_cls: 2.1683, loss: 2.1683, grad_norm: 2.3655 2020-09-11 16:59:38,941 - mmaction - INFO - Epoch [44][300/627] lr: 6.000e-02, eta: 19:17:56, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7212, loss_cls: 2.2239, loss: 2.2239, grad_norm: 2.3489 2020-09-11 16:59:59,415 - mmaction - INFO - Epoch [44][320/627] lr: 6.000e-02, eta: 19:17:34, time: 1.017, data_time: 0.008, memory: 8470, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.2065, loss: 2.2065, grad_norm: 2.3645 2020-09-11 17:00:19,980 - mmaction - INFO - Epoch [44][340/627] lr: 6.000e-02, eta: 19:17:12, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7402, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.3117 2020-09-11 17:00:40,574 - mmaction - INFO - Epoch [44][360/627] lr: 6.000e-02, eta: 19:16:51, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.5150, top5_acc: 0.7432, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.3484 2020-09-11 17:01:01,095 - mmaction - INFO - Epoch [44][380/627] lr: 6.000e-02, eta: 19:16:29, time: 1.019, data_time: 0.013, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7370, loss_cls: 2.1559, loss: 2.1559, grad_norm: 2.3770 2020-09-11 17:01:21,657 - mmaction - INFO - Epoch [44][400/627] lr: 6.000e-02, eta: 19:16:08, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.5033, top5_acc: 0.7383, loss_cls: 2.1672, loss: 2.1672, grad_norm: 2.3824 2020-09-11 17:01:42,191 - mmaction - INFO - Epoch [44][420/627] lr: 6.000e-02, eta: 19:15:47, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7320, loss_cls: 2.2104, loss: 2.2104, grad_norm: 2.4121 2020-09-11 17:02:02,770 - mmaction - INFO - Epoch [44][440/627] lr: 6.000e-02, eta: 19:15:25, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.4990, top5_acc: 0.7306, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.3398 2020-09-11 17:02:23,252 - mmaction - INFO - Epoch [44][460/627] lr: 6.000e-02, eta: 19:15:04, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5044, top5_acc: 0.7336, loss_cls: 2.1858, loss: 2.1858, grad_norm: 2.3534 2020-09-11 17:02:43,697 - mmaction - INFO - Epoch [44][480/627] lr: 6.000e-02, eta: 19:14:42, time: 1.019, data_time: 0.010, memory: 8470, top1_acc: 0.4980, top5_acc: 0.7290, loss_cls: 2.1885, loss: 2.1885, grad_norm: 2.3788 2020-09-11 17:03:04,305 - mmaction - INFO - Epoch [44][500/627] lr: 6.000e-02, eta: 19:14:21, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7319, loss_cls: 2.1966, loss: 2.1966, grad_norm: 2.4012 2020-09-11 17:03:24,836 - mmaction - INFO - Epoch [44][520/627] lr: 6.000e-02, eta: 19:14:00, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.4966, top5_acc: 0.7280, loss_cls: 2.1986, loss: 2.1986, grad_norm: 2.3815 2020-09-11 17:03:45,497 - mmaction - INFO - Epoch [44][540/627] lr: 6.000e-02, eta: 19:13:38, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.4999, top5_acc: 0.7253, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.3249 2020-09-11 17:04:06,153 - mmaction - INFO - Epoch [44][560/627] lr: 6.000e-02, eta: 19:13:17, time: 1.036, data_time: 0.006, memory: 8470, top1_acc: 0.5004, top5_acc: 0.7367, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.3392 2020-09-11 17:04:26,736 - mmaction - INFO - Epoch [44][580/627] lr: 6.000e-02, eta: 19:12:56, time: 1.026, data_time: 0.012, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7298, loss_cls: 2.1958, loss: 2.1958, grad_norm: 2.3274 2020-09-11 17:04:47,220 - mmaction - INFO - Epoch [44][600/627] lr: 6.000e-02, eta: 19:12:34, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5040, top5_acc: 0.7306, loss_cls: 2.1886, loss: 2.1886, grad_norm: 2.3431 2020-09-11 17:05:07,755 - mmaction - INFO - Epoch [44][620/627] lr: 6.000e-02, eta: 19:12:13, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7354, loss_cls: 2.1712, loss: 2.1712, grad_norm: 2.3396 2020-09-11 17:05:47,734 - mmaction - INFO - Epoch [45][20/627] lr: 6.000e-02, eta: 19:11:58, time: 1.683, data_time: 0.562, memory: 8470, top1_acc: 0.5005, top5_acc: 0.7281, loss_cls: 2.1981, loss: 2.1981, grad_norm: 2.4060 2020-09-11 17:06:08,301 - mmaction - INFO - Epoch [45][40/627] lr: 6.000e-02, eta: 19:11:37, time: 1.037, data_time: 0.017, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7388, loss_cls: 2.1682, loss: 2.1682, grad_norm: 2.3458 2020-09-11 17:06:28,922 - mmaction - INFO - Epoch [45][60/627] lr: 6.000e-02, eta: 19:11:16, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7328, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.3536 2020-09-11 17:06:49,822 - mmaction - INFO - Epoch [45][80/627] lr: 6.000e-02, eta: 19:10:56, time: 1.043, data_time: 0.016, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7471, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.3263 2020-09-11 17:07:10,342 - mmaction - INFO - Epoch [45][100/627] lr: 6.000e-02, eta: 19:10:34, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5029, top5_acc: 0.7305, loss_cls: 2.1759, loss: 2.1759, grad_norm: 2.3522 2020-09-11 17:07:30,967 - mmaction - INFO - Epoch [45][120/627] lr: 6.000e-02, eta: 19:10:13, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5060, top5_acc: 0.7346, loss_cls: 2.1584, loss: 2.1584, grad_norm: 2.3600 2020-09-11 17:07:51,471 - mmaction - INFO - Epoch [45][140/627] lr: 6.000e-02, eta: 19:09:51, time: 1.024, data_time: 0.012, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7447, loss_cls: 2.1282, loss: 2.1282, grad_norm: 2.3330 2020-09-11 17:08:12,062 - mmaction - INFO - Epoch [45][160/627] lr: 6.000e-02, eta: 19:09:30, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7436, loss_cls: 2.1131, loss: 2.1131, grad_norm: 2.3148 2020-09-11 17:08:32,674 - mmaction - INFO - Epoch [45][180/627] lr: 6.000e-02, eta: 19:09:09, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.3637 2020-09-11 17:08:53,220 - mmaction - INFO - Epoch [45][200/627] lr: 6.000e-02, eta: 19:08:47, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5046, top5_acc: 0.7324, loss_cls: 2.1730, loss: 2.1730, grad_norm: 2.3258 2020-09-11 17:09:13,739 - mmaction - INFO - Epoch [45][220/627] lr: 6.000e-02, eta: 19:08:26, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5027, top5_acc: 0.7350, loss_cls: 2.1670, loss: 2.1670, grad_norm: 2.4073 2020-09-11 17:09:34,225 - mmaction - INFO - Epoch [45][240/627] lr: 6.000e-02, eta: 19:08:04, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.5160, top5_acc: 0.7383, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.3247 2020-09-11 17:09:54,857 - mmaction - INFO - Epoch [45][260/627] lr: 6.000e-02, eta: 19:07:43, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5047, top5_acc: 0.7335, loss_cls: 2.1710, loss: 2.1710, grad_norm: 2.3711 2020-09-11 17:10:15,380 - mmaction - INFO - Epoch [45][280/627] lr: 6.000e-02, eta: 19:07:21, time: 1.025, data_time: 0.012, memory: 8470, top1_acc: 0.5081, top5_acc: 0.7414, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.3505 2020-09-11 17:10:35,992 - mmaction - INFO - Epoch [45][300/627] lr: 6.000e-02, eta: 19:07:00, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.5085, top5_acc: 0.7428, loss_cls: 2.1387, loss: 2.1387, grad_norm: 2.3558 2020-09-11 17:10:56,596 - mmaction - INFO - Epoch [45][320/627] lr: 6.000e-02, eta: 19:06:39, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5111, top5_acc: 0.7410, loss_cls: 2.1557, loss: 2.1557, grad_norm: 2.3967 2020-09-11 17:11:17,184 - mmaction - INFO - Epoch [45][340/627] lr: 6.000e-02, eta: 19:06:18, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5118, top5_acc: 0.7465, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.3139 2020-09-11 17:11:37,654 - mmaction - INFO - Epoch [45][360/627] lr: 6.000e-02, eta: 19:05:56, time: 1.016, data_time: 0.006, memory: 8470, top1_acc: 0.5085, top5_acc: 0.7417, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.3441 2020-09-11 17:11:58,262 - mmaction - INFO - Epoch [45][380/627] lr: 6.000e-02, eta: 19:05:35, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.5022, top5_acc: 0.7409, loss_cls: 2.1334, loss: 2.1334, grad_norm: 2.3502 2020-09-11 17:12:18,794 - mmaction - INFO - Epoch [45][400/627] lr: 6.000e-02, eta: 19:05:14, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5064, top5_acc: 0.7319, loss_cls: 2.1522, loss: 2.1522, grad_norm: 2.3762 2020-09-11 17:12:39,407 - mmaction - INFO - Epoch [45][420/627] lr: 6.000e-02, eta: 19:04:52, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7401, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.3575 2020-09-11 17:12:59,941 - mmaction - INFO - Epoch [45][440/627] lr: 6.000e-02, eta: 19:04:31, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7447, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.3481 2020-09-11 17:13:20,491 - mmaction - INFO - Epoch [45][460/627] lr: 6.000e-02, eta: 19:04:09, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5040, top5_acc: 0.7345, loss_cls: 2.1840, loss: 2.1840, grad_norm: 2.3487 2020-09-11 17:13:41,040 - mmaction - INFO - Epoch [45][480/627] lr: 6.000e-02, eta: 19:03:48, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7333, loss_cls: 2.1679, loss: 2.1679, grad_norm: 2.3730 2020-09-11 17:14:01,483 - mmaction - INFO - Epoch [45][500/627] lr: 6.000e-02, eta: 19:03:26, time: 1.017, data_time: 0.008, memory: 8470, top1_acc: 0.5022, top5_acc: 0.7357, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.3590 2020-09-11 17:14:21,998 - mmaction - INFO - Epoch [45][520/627] lr: 6.000e-02, eta: 19:03:05, time: 1.026, data_time: 0.012, memory: 8470, top1_acc: 0.5018, top5_acc: 0.7277, loss_cls: 2.1927, loss: 2.1927, grad_norm: 2.3757 2020-09-11 17:14:42,527 - mmaction - INFO - Epoch [45][540/627] lr: 6.000e-02, eta: 19:02:43, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.4997, top5_acc: 0.7298, loss_cls: 2.1829, loss: 2.1829, grad_norm: 2.3468 2020-09-11 17:15:03,135 - mmaction - INFO - Epoch [45][560/627] lr: 6.000e-02, eta: 19:02:22, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.5064, top5_acc: 0.7363, loss_cls: 2.1687, loss: 2.1687, grad_norm: 2.3428 2020-09-11 17:15:23,780 - mmaction - INFO - Epoch [45][580/627] lr: 6.000e-02, eta: 19:02:01, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.4947, top5_acc: 0.7271, loss_cls: 2.2055, loss: 2.2055, grad_norm: 2.3538 2020-09-11 17:15:44,290 - mmaction - INFO - Epoch [45][600/627] lr: 6.000e-02, eta: 19:01:40, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5005, top5_acc: 0.7267, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.3426 2020-09-11 17:16:04,784 - mmaction - INFO - Epoch [45][620/627] lr: 6.000e-02, eta: 19:01:18, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7380, loss_cls: 2.1502, loss: 2.1502, grad_norm: 2.3545 2020-09-11 17:16:10,461 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-09-11 17:16:43,017 - mmaction - INFO - Epoch [46][20/627] lr: 6.000e-02, eta: 19:00:56, time: 1.540, data_time: 0.478, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7395, loss_cls: 2.1238, loss: 2.1238, grad_norm: 2.3395 2020-09-11 17:17:03,453 - mmaction - INFO - Epoch [46][40/627] lr: 6.000e-02, eta: 19:00:34, time: 1.020, data_time: 0.010, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7414, loss_cls: 2.1494, loss: 2.1494, grad_norm: 2.3809 2020-09-11 17:17:24,116 - mmaction - INFO - Epoch [46][60/627] lr: 6.000e-02, eta: 19:00:13, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7475, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.3718 2020-09-11 17:17:44,630 - mmaction - INFO - Epoch [46][80/627] lr: 6.000e-02, eta: 18:59:52, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5004, top5_acc: 0.7292, loss_cls: 2.1832, loss: 2.1832, grad_norm: 2.3797 2020-09-11 17:18:05,250 - mmaction - INFO - Epoch [46][100/627] lr: 6.000e-02, eta: 18:59:31, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7331, loss_cls: 2.1477, loss: 2.1477, grad_norm: 2.3284 2020-09-11 17:18:25,718 - mmaction - INFO - Epoch [46][120/627] lr: 6.000e-02, eta: 18:59:09, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5064, top5_acc: 0.7466, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.3461 2020-09-11 17:18:46,258 - mmaction - INFO - Epoch [46][140/627] lr: 6.000e-02, eta: 18:58:47, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.5112, top5_acc: 0.7391, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.3344 2020-09-11 17:19:06,840 - mmaction - INFO - Epoch [46][160/627] lr: 6.000e-02, eta: 18:58:26, time: 1.030, data_time: 0.021, memory: 8470, top1_acc: 0.5076, top5_acc: 0.7336, loss_cls: 2.1650, loss: 2.1650, grad_norm: 2.3364 2020-09-11 17:19:27,446 - mmaction - INFO - Epoch [46][180/627] lr: 6.000e-02, eta: 18:58:05, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.5077, top5_acc: 0.7335, loss_cls: 2.1817, loss: 2.1817, grad_norm: 2.3616 2020-09-11 17:19:48,059 - mmaction - INFO - Epoch [46][200/627] lr: 6.000e-02, eta: 18:57:44, time: 1.040, data_time: 0.012, memory: 8470, top1_acc: 0.5108, top5_acc: 0.7392, loss_cls: 2.1517, loss: 2.1517, grad_norm: 2.3480 2020-09-11 17:20:08,517 - mmaction - INFO - Epoch [46][220/627] lr: 6.000e-02, eta: 18:57:22, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5029, top5_acc: 0.7368, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.3762 2020-09-11 17:20:29,050 - mmaction - INFO - Epoch [46][240/627] lr: 6.000e-02, eta: 18:57:01, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7422, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.3350 2020-09-11 17:20:49,749 - mmaction - INFO - Epoch [46][260/627] lr: 6.000e-02, eta: 18:56:40, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.4932, top5_acc: 0.7358, loss_cls: 2.1891, loss: 2.1891, grad_norm: 2.3735 2020-09-11 17:21:10,177 - mmaction - INFO - Epoch [46][280/627] lr: 6.000e-02, eta: 18:56:18, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7398, loss_cls: 2.1175, loss: 2.1175, grad_norm: 2.3069 2020-09-11 17:21:30,713 - mmaction - INFO - Epoch [46][300/627] lr: 6.000e-02, eta: 18:55:57, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7306, loss_cls: 2.1729, loss: 2.1729, grad_norm: 2.3612 2020-09-11 17:21:51,236 - mmaction - INFO - Epoch [46][320/627] lr: 6.000e-02, eta: 18:55:35, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.5061, top5_acc: 0.7389, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.3708 2020-09-11 17:22:11,937 - mmaction - INFO - Epoch [46][340/627] lr: 6.000e-02, eta: 18:55:14, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5046, top5_acc: 0.7328, loss_cls: 2.1650, loss: 2.1650, grad_norm: 2.3422 2020-09-11 17:22:32,437 - mmaction - INFO - Epoch [46][360/627] lr: 6.000e-02, eta: 18:54:53, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5078, top5_acc: 0.7426, loss_cls: 2.1371, loss: 2.1371, grad_norm: 2.3549 2020-09-11 17:22:52,974 - mmaction - INFO - Epoch [46][380/627] lr: 6.000e-02, eta: 18:54:31, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5132, top5_acc: 0.7400, loss_cls: 2.1431, loss: 2.1431, grad_norm: 2.3076 2020-09-11 17:23:13,603 - mmaction - INFO - Epoch [46][400/627] lr: 6.000e-02, eta: 18:54:10, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.4986, top5_acc: 0.7313, loss_cls: 2.1938, loss: 2.1938, grad_norm: 2.3238 2020-09-11 17:23:34,078 - mmaction - INFO - Epoch [46][420/627] lr: 6.000e-02, eta: 18:53:49, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7434, loss_cls: 2.1391, loss: 2.1391, grad_norm: 2.3322 2020-09-11 17:23:54,669 - mmaction - INFO - Epoch [46][440/627] lr: 6.000e-02, eta: 18:53:27, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5021, top5_acc: 0.7306, loss_cls: 2.1879, loss: 2.1879, grad_norm: 2.4130 2020-09-11 17:24:15,270 - mmaction - INFO - Epoch [46][460/627] lr: 6.000e-02, eta: 18:53:06, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7349, loss_cls: 2.1497, loss: 2.1497, grad_norm: 2.3689 2020-09-11 17:24:35,775 - mmaction - INFO - Epoch [46][480/627] lr: 6.000e-02, eta: 18:52:44, time: 1.019, data_time: 0.013, memory: 8470, top1_acc: 0.5112, top5_acc: 0.7448, loss_cls: 2.1341, loss: 2.1341, grad_norm: 2.3682 2020-09-11 17:24:56,372 - mmaction - INFO - Epoch [46][500/627] lr: 6.000e-02, eta: 18:52:23, time: 1.035, data_time: 0.010, memory: 8470, top1_acc: 0.5068, top5_acc: 0.7388, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.3310 2020-09-11 17:25:16,924 - mmaction - INFO - Epoch [46][520/627] lr: 6.000e-02, eta: 18:52:02, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5059, top5_acc: 0.7363, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.3586 2020-09-11 17:25:37,488 - mmaction - INFO - Epoch [46][540/627] lr: 6.000e-02, eta: 18:51:41, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5072, top5_acc: 0.7383, loss_cls: 2.1583, loss: 2.1583, grad_norm: 2.3318 2020-09-11 17:25:57,997 - mmaction - INFO - Epoch [46][560/627] lr: 6.000e-02, eta: 18:51:19, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5120, top5_acc: 0.7389, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.3203 2020-09-11 17:26:18,588 - mmaction - INFO - Epoch [46][580/627] lr: 6.000e-02, eta: 18:50:58, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5063, top5_acc: 0.7340, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.3323 2020-09-11 17:26:39,109 - mmaction - INFO - Epoch [46][600/627] lr: 6.000e-02, eta: 18:50:37, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5077, top5_acc: 0.7361, loss_cls: 2.1573, loss: 2.1573, grad_norm: 2.3409 2020-09-11 17:26:59,589 - mmaction - INFO - Epoch [46][620/627] lr: 6.000e-02, eta: 18:50:15, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5020, top5_acc: 0.7387, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.3379 2020-09-11 17:27:37,306 - mmaction - INFO - Epoch [47][20/627] lr: 6.000e-02, eta: 18:49:56, time: 1.600, data_time: 0.434, memory: 8470, top1_acc: 0.5039, top5_acc: 0.7366, loss_cls: 2.1673, loss: 2.1673, grad_norm: 2.3721 2020-09-11 17:27:57,823 - mmaction - INFO - Epoch [47][40/627] lr: 6.000e-02, eta: 18:49:34, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5021, top5_acc: 0.7358, loss_cls: 2.1825, loss: 2.1825, grad_norm: 2.3626 2020-09-11 17:28:18,361 - mmaction - INFO - Epoch [47][60/627] lr: 6.000e-02, eta: 18:49:13, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7333, loss_cls: 2.1521, loss: 2.1521, grad_norm: 2.3162 2020-09-11 17:28:38,918 - mmaction - INFO - Epoch [47][80/627] lr: 6.000e-02, eta: 18:48:52, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7375, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.3071 2020-09-11 17:28:59,512 - mmaction - INFO - Epoch [47][100/627] lr: 6.000e-02, eta: 18:48:30, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.5108, top5_acc: 0.7323, loss_cls: 2.1526, loss: 2.1526, grad_norm: 2.3404 2020-09-11 17:29:20,149 - mmaction - INFO - Epoch [47][120/627] lr: 6.000e-02, eta: 18:48:09, time: 1.041, data_time: 0.016, memory: 8470, top1_acc: 0.5240, top5_acc: 0.7523, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.3172 2020-09-11 17:29:40,695 - mmaction - INFO - Epoch [47][140/627] lr: 6.000e-02, eta: 18:47:48, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5068, top5_acc: 0.7406, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.3893 2020-09-11 17:30:01,296 - mmaction - INFO - Epoch [47][160/627] lr: 6.000e-02, eta: 18:47:26, time: 1.023, data_time: 0.011, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7456, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.3352 2020-09-11 17:30:21,839 - mmaction - INFO - Epoch [47][180/627] lr: 6.000e-02, eta: 18:47:05, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7469, loss_cls: 2.1211, loss: 2.1211, grad_norm: 2.3435 2020-09-11 17:30:42,361 - mmaction - INFO - Epoch [47][200/627] lr: 6.000e-02, eta: 18:46:44, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7501, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.3718 2020-09-11 17:31:02,910 - mmaction - INFO - Epoch [47][220/627] lr: 6.000e-02, eta: 18:46:22, time: 1.016, data_time: 0.004, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7424, loss_cls: 2.1379, loss: 2.1379, grad_norm: 2.3383 2020-09-11 17:31:23,483 - mmaction - INFO - Epoch [47][240/627] lr: 6.000e-02, eta: 18:46:01, time: 1.038, data_time: 0.018, memory: 8470, top1_acc: 0.5077, top5_acc: 0.7337, loss_cls: 2.1807, loss: 2.1807, grad_norm: 2.3586 2020-09-11 17:31:44,090 - mmaction - INFO - Epoch [47][260/627] lr: 6.000e-02, eta: 18:45:40, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5020, top5_acc: 0.7292, loss_cls: 2.1803, loss: 2.1803, grad_norm: 2.3539 2020-09-11 17:32:04,564 - mmaction - INFO - Epoch [47][280/627] lr: 6.000e-02, eta: 18:45:18, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7350, loss_cls: 2.1725, loss: 2.1725, grad_norm: 2.3821 2020-09-11 17:32:25,023 - mmaction - INFO - Epoch [47][300/627] lr: 6.000e-02, eta: 18:44:57, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7440, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.3352 2020-09-11 17:32:45,548 - mmaction - INFO - Epoch [47][320/627] lr: 6.000e-02, eta: 18:44:35, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7328, loss_cls: 2.1536, loss: 2.1536, grad_norm: 2.3637 2020-09-11 17:33:06,200 - mmaction - INFO - Epoch [47][340/627] lr: 6.000e-02, eta: 18:44:14, time: 1.033, data_time: 0.003, memory: 8470, top1_acc: 0.5079, top5_acc: 0.7376, loss_cls: 2.1503, loss: 2.1503, grad_norm: 2.3680 2020-09-11 17:33:26,801 - mmaction - INFO - Epoch [47][360/627] lr: 6.000e-02, eta: 18:43:53, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7391, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.3675 2020-09-11 17:33:47,240 - mmaction - INFO - Epoch [47][380/627] lr: 6.000e-02, eta: 18:43:32, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7365, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.3553 2020-09-11 17:34:07,634 - mmaction - INFO - Epoch [47][400/627] lr: 6.000e-02, eta: 18:43:10, time: 1.015, data_time: 0.007, memory: 8470, top1_acc: 0.4992, top5_acc: 0.7285, loss_cls: 2.1841, loss: 2.1841, grad_norm: 2.3743 2020-09-11 17:34:28,142 - mmaction - INFO - Epoch [47][420/627] lr: 6.000e-02, eta: 18:42:48, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5059, top5_acc: 0.7424, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.3749 2020-09-11 17:34:48,674 - mmaction - INFO - Epoch [47][440/627] lr: 6.000e-02, eta: 18:42:27, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7375, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.3498 2020-09-11 17:35:09,200 - mmaction - INFO - Epoch [47][460/627] lr: 6.000e-02, eta: 18:42:05, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.3637 2020-09-11 17:35:29,802 - mmaction - INFO - Epoch [47][480/627] lr: 6.000e-02, eta: 18:41:44, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7367, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.3694 2020-09-11 17:35:50,338 - mmaction - INFO - Epoch [47][500/627] lr: 6.000e-02, eta: 18:41:23, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5091, top5_acc: 0.7365, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.3545 2020-09-11 17:36:10,844 - mmaction - INFO - Epoch [47][520/627] lr: 6.000e-02, eta: 18:41:01, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7331, loss_cls: 2.1792, loss: 2.1792, grad_norm: 2.3735 2020-09-11 17:36:31,411 - mmaction - INFO - Epoch [47][540/627] lr: 6.000e-02, eta: 18:40:40, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7359, loss_cls: 2.1684, loss: 2.1684, grad_norm: 2.3634 2020-09-11 17:36:51,911 - mmaction - INFO - Epoch [47][560/627] lr: 6.000e-02, eta: 18:40:19, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5061, top5_acc: 0.7340, loss_cls: 2.1654, loss: 2.1654, grad_norm: 2.3949 2020-09-11 17:37:12,633 - mmaction - INFO - Epoch [47][580/627] lr: 6.000e-02, eta: 18:39:57, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7410, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.3491 2020-09-11 17:37:33,082 - mmaction - INFO - Epoch [47][600/627] lr: 6.000e-02, eta: 18:39:36, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7380, loss_cls: 2.1448, loss: 2.1448, grad_norm: 2.3749 2020-09-11 17:37:53,670 - mmaction - INFO - Epoch [47][620/627] lr: 6.000e-02, eta: 18:39:15, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1433, loss: 2.1433, grad_norm: 2.3799 2020-09-11 17:38:31,208 - mmaction - INFO - Epoch [48][20/627] lr: 6.000e-02, eta: 18:38:55, time: 1.590, data_time: 0.512, memory: 8470, top1_acc: 0.5091, top5_acc: 0.7415, loss_cls: 2.1309, loss: 2.1309, grad_norm: 2.3736 2020-09-11 17:38:51,702 - mmaction - INFO - Epoch [48][40/627] lr: 6.000e-02, eta: 18:38:34, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5052, top5_acc: 0.7413, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.3720 2020-09-11 17:39:12,314 - mmaction - INFO - Epoch [48][60/627] lr: 6.000e-02, eta: 18:38:12, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7405, loss_cls: 2.1029, loss: 2.1029, grad_norm: 2.3244 2020-09-11 17:39:33,028 - mmaction - INFO - Epoch [48][80/627] lr: 6.000e-02, eta: 18:37:51, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.5117, top5_acc: 0.7389, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.3666 2020-09-11 17:39:53,728 - mmaction - INFO - Epoch [48][100/627] lr: 6.000e-02, eta: 18:37:30, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7462, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.3543 2020-09-11 17:40:14,274 - mmaction - INFO - Epoch [48][120/627] lr: 6.000e-02, eta: 18:37:09, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7438, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.3453 2020-09-11 17:40:34,820 - mmaction - INFO - Epoch [48][140/627] lr: 6.000e-02, eta: 18:36:48, time: 1.035, data_time: 0.019, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7385, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.3593 2020-09-11 17:40:55,325 - mmaction - INFO - Epoch [48][160/627] lr: 6.000e-02, eta: 18:36:26, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7454, loss_cls: 2.1054, loss: 2.1054, grad_norm: 2.3596 2020-09-11 17:41:15,854 - mmaction - INFO - Epoch [48][180/627] lr: 6.000e-02, eta: 18:36:05, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.5090, top5_acc: 0.7337, loss_cls: 2.1721, loss: 2.1721, grad_norm: 2.3914 2020-09-11 17:41:36,328 - mmaction - INFO - Epoch [48][200/627] lr: 6.000e-02, eta: 18:35:43, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5059, top5_acc: 0.7423, loss_cls: 2.1373, loss: 2.1373, grad_norm: 2.3491 2020-09-11 17:41:56,848 - mmaction - INFO - Epoch [48][220/627] lr: 6.000e-02, eta: 18:35:22, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5111, top5_acc: 0.7406, loss_cls: 2.1326, loss: 2.1326, grad_norm: 2.4006 2020-09-11 17:42:17,444 - mmaction - INFO - Epoch [48][240/627] lr: 6.000e-02, eta: 18:35:01, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7370, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.3854 2020-09-11 17:42:38,020 - mmaction - INFO - Epoch [48][260/627] lr: 6.000e-02, eta: 18:34:40, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7368, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.3641 2020-09-11 17:42:58,546 - mmaction - INFO - Epoch [48][280/627] lr: 6.000e-02, eta: 18:34:18, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7324, loss_cls: 2.1606, loss: 2.1606, grad_norm: 2.3710 2020-09-11 17:43:19,166 - mmaction - INFO - Epoch [48][300/627] lr: 6.000e-02, eta: 18:33:57, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7318, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.3357 2020-09-11 17:43:39,763 - mmaction - INFO - Epoch [48][320/627] lr: 6.000e-02, eta: 18:33:36, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.5044, top5_acc: 0.7324, loss_cls: 2.1783, loss: 2.1783, grad_norm: 2.3524 2020-09-11 17:44:00,318 - mmaction - INFO - Epoch [48][340/627] lr: 6.000e-02, eta: 18:33:14, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7466, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.3622 2020-09-11 17:44:20,959 - mmaction - INFO - Epoch [48][360/627] lr: 6.000e-02, eta: 18:32:53, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5021, top5_acc: 0.7354, loss_cls: 2.1723, loss: 2.1723, grad_norm: 2.3961 2020-09-11 17:44:41,529 - mmaction - INFO - Epoch [48][380/627] lr: 6.000e-02, eta: 18:32:32, time: 1.032, data_time: 0.016, memory: 8470, top1_acc: 0.4964, top5_acc: 0.7328, loss_cls: 2.1841, loss: 2.1841, grad_norm: 2.4159 2020-09-11 17:45:02,174 - mmaction - INFO - Epoch [48][400/627] lr: 6.000e-02, eta: 18:32:11, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.4941, top5_acc: 0.7301, loss_cls: 2.2195, loss: 2.2195, grad_norm: 2.4340 2020-09-11 17:45:22,670 - mmaction - INFO - Epoch [48][420/627] lr: 6.000e-02, eta: 18:31:49, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5138, top5_acc: 0.7370, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.3097 2020-09-11 17:45:43,268 - mmaction - INFO - Epoch [48][440/627] lr: 6.000e-02, eta: 18:31:28, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7490, loss_cls: 2.1022, loss: 2.1022, grad_norm: 2.3375 2020-09-11 17:46:03,788 - mmaction - INFO - Epoch [48][460/627] lr: 6.000e-02, eta: 18:31:07, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7441, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.3679 2020-09-11 17:46:24,303 - mmaction - INFO - Epoch [48][480/627] lr: 6.000e-02, eta: 18:30:45, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.4982, top5_acc: 0.7368, loss_cls: 2.1870, loss: 2.1870, grad_norm: 2.3683 2020-09-11 17:46:44,856 - mmaction - INFO - Epoch [48][500/627] lr: 6.000e-02, eta: 18:30:24, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7427, loss_cls: 2.1444, loss: 2.1444, grad_norm: 2.3672 2020-09-11 17:47:05,348 - mmaction - INFO - Epoch [48][520/627] lr: 6.000e-02, eta: 18:30:03, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5038, top5_acc: 0.7355, loss_cls: 2.1488, loss: 2.1488, grad_norm: 2.3859 2020-09-11 17:47:25,884 - mmaction - INFO - Epoch [48][540/627] lr: 6.000e-02, eta: 18:29:41, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7349, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.3233 2020-09-11 17:47:46,494 - mmaction - INFO - Epoch [48][560/627] lr: 6.000e-02, eta: 18:29:20, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7346, loss_cls: 2.1582, loss: 2.1582, grad_norm: 2.3556 2020-09-11 17:48:06,957 - mmaction - INFO - Epoch [48][580/627] lr: 6.000e-02, eta: 18:28:59, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7410, loss_cls: 2.1303, loss: 2.1303, grad_norm: 2.3544 2020-09-11 17:48:27,442 - mmaction - INFO - Epoch [48][600/627] lr: 6.000e-02, eta: 18:28:37, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5068, top5_acc: 0.7359, loss_cls: 2.1592, loss: 2.1592, grad_norm: 2.3613 2020-09-11 17:48:48,026 - mmaction - INFO - Epoch [48][620/627] lr: 6.000e-02, eta: 18:28:16, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7353, loss_cls: 2.1480, loss: 2.1480, grad_norm: 2.3579 2020-09-11 17:49:26,176 - mmaction - INFO - Epoch [49][20/627] lr: 6.000e-02, eta: 18:27:57, time: 1.623, data_time: 0.457, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7311, loss_cls: 2.1806, loss: 2.1806, grad_norm: 2.3547 2020-09-11 17:49:46,788 - mmaction - INFO - Epoch [49][40/627] lr: 6.000e-02, eta: 18:27:36, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5143, top5_acc: 0.7508, loss_cls: 2.0855, loss: 2.0855, grad_norm: 2.3587 2020-09-11 17:50:07,353 - mmaction - INFO - Epoch [49][60/627] lr: 6.000e-02, eta: 18:27:15, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7424, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.3124 2020-09-11 17:50:27,906 - mmaction - INFO - Epoch [49][80/627] lr: 6.000e-02, eta: 18:26:53, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.5112, top5_acc: 0.7470, loss_cls: 2.1201, loss: 2.1201, grad_norm: 2.3451 2020-09-11 17:50:48,383 - mmaction - INFO - Epoch [49][100/627] lr: 6.000e-02, eta: 18:26:32, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7378, loss_cls: 2.1396, loss: 2.1396, grad_norm: 2.3243 2020-09-11 17:51:08,855 - mmaction - INFO - Epoch [49][120/627] lr: 6.000e-02, eta: 18:26:10, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7428, loss_cls: 2.1027, loss: 2.1027, grad_norm: 2.3422 2020-09-11 17:51:29,452 - mmaction - INFO - Epoch [49][140/627] lr: 6.000e-02, eta: 18:25:49, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5057, top5_acc: 0.7406, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.3648 2020-09-11 17:51:50,052 - mmaction - INFO - Epoch [49][160/627] lr: 6.000e-02, eta: 18:25:28, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7518, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.3261 2020-09-11 17:52:10,629 - mmaction - INFO - Epoch [49][180/627] lr: 6.000e-02, eta: 18:25:07, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7453, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.3788 2020-09-11 17:52:31,178 - mmaction - INFO - Epoch [49][200/627] lr: 6.000e-02, eta: 18:24:45, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5061, top5_acc: 0.7462, loss_cls: 2.1268, loss: 2.1268, grad_norm: 2.3406 2020-09-11 17:52:51,781 - mmaction - INFO - Epoch [49][220/627] lr: 6.000e-02, eta: 18:24:24, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5172, top5_acc: 0.7413, loss_cls: 2.1381, loss: 2.1381, grad_norm: 2.3967 2020-09-11 17:53:12,401 - mmaction - INFO - Epoch [49][240/627] lr: 6.000e-02, eta: 18:24:03, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7359, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.3760 2020-09-11 17:53:33,012 - mmaction - INFO - Epoch [49][260/627] lr: 6.000e-02, eta: 18:23:42, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7411, loss_cls: 2.1451, loss: 2.1451, grad_norm: 2.3901 2020-09-11 17:53:53,652 - mmaction - INFO - Epoch [49][280/627] lr: 6.000e-02, eta: 18:23:20, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5031, top5_acc: 0.7431, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.3314 2020-09-11 17:54:14,220 - mmaction - INFO - Epoch [49][300/627] lr: 6.000e-02, eta: 18:22:59, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7464, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.3142 2020-09-11 17:54:34,734 - mmaction - INFO - Epoch [49][320/627] lr: 6.000e-02, eta: 18:22:38, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5079, top5_acc: 0.7393, loss_cls: 2.1443, loss: 2.1443, grad_norm: 2.4064 2020-09-11 17:54:55,383 - mmaction - INFO - Epoch [49][340/627] lr: 6.000e-02, eta: 18:22:17, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.4958, top5_acc: 0.7306, loss_cls: 2.1812, loss: 2.1812, grad_norm: 2.3917 2020-09-11 17:55:16,007 - mmaction - INFO - Epoch [49][360/627] lr: 6.000e-02, eta: 18:21:56, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7415, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.3322 2020-09-11 17:55:36,619 - mmaction - INFO - Epoch [49][380/627] lr: 6.000e-02, eta: 18:21:35, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5026, top5_acc: 0.7417, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.3727 2020-09-11 17:55:57,073 - mmaction - INFO - Epoch [49][400/627] lr: 6.000e-02, eta: 18:21:13, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7293, loss_cls: 2.1852, loss: 2.1852, grad_norm: 2.3912 2020-09-11 17:56:17,602 - mmaction - INFO - Epoch [49][420/627] lr: 6.000e-02, eta: 18:20:52, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7365, loss_cls: 2.1565, loss: 2.1565, grad_norm: 2.3740 2020-09-11 17:56:38,212 - mmaction - INFO - Epoch [49][440/627] lr: 6.000e-02, eta: 18:20:30, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5009, top5_acc: 0.7371, loss_cls: 2.1618, loss: 2.1618, grad_norm: 2.3873 2020-09-11 17:56:58,781 - mmaction - INFO - Epoch [49][460/627] lr: 6.000e-02, eta: 18:20:09, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5138, top5_acc: 0.7358, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.3847 2020-09-11 17:57:19,370 - mmaction - INFO - Epoch [49][480/627] lr: 6.000e-02, eta: 18:19:48, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.4999, top5_acc: 0.7327, loss_cls: 2.2003, loss: 2.2003, grad_norm: 2.3571 2020-09-11 17:57:39,894 - mmaction - INFO - Epoch [49][500/627] lr: 6.000e-02, eta: 18:19:27, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5030, top5_acc: 0.7375, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.3574 2020-09-11 17:58:00,381 - mmaction - INFO - Epoch [49][520/627] lr: 6.000e-02, eta: 18:19:05, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7391, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.3345 2020-09-11 17:58:20,906 - mmaction - INFO - Epoch [49][540/627] lr: 6.000e-02, eta: 18:18:44, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.5143, top5_acc: 0.7382, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.3493 2020-09-11 17:58:41,459 - mmaction - INFO - Epoch [49][560/627] lr: 6.000e-02, eta: 18:18:23, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7335, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.3719 2020-09-11 17:59:02,035 - mmaction - INFO - Epoch [49][580/627] lr: 6.000e-02, eta: 18:18:01, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7447, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.3486 2020-09-11 17:59:22,640 - mmaction - INFO - Epoch [49][600/627] lr: 6.000e-02, eta: 18:17:40, time: 1.036, data_time: 0.015, memory: 8470, top1_acc: 0.5039, top5_acc: 0.7331, loss_cls: 2.1679, loss: 2.1679, grad_norm: 2.3767 2020-09-11 17:59:43,317 - mmaction - INFO - Epoch [49][620/627] lr: 6.000e-02, eta: 18:17:19, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1724, loss: 2.1724, grad_norm: 2.3983 2020-09-11 18:00:20,859 - mmaction - INFO - Epoch [50][20/627] lr: 6.000e-02, eta: 18:16:59, time: 1.582, data_time: 0.519, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7449, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.3273 2020-09-11 18:00:41,592 - mmaction - INFO - Epoch [50][40/627] lr: 6.000e-02, eta: 18:16:38, time: 1.040, data_time: 0.015, memory: 8470, top1_acc: 0.5063, top5_acc: 0.7400, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.3713 2020-09-11 18:01:02,111 - mmaction - INFO - Epoch [50][60/627] lr: 6.000e-02, eta: 18:16:17, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7400, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.3321 2020-09-11 18:01:22,734 - mmaction - INFO - Epoch [50][80/627] lr: 6.000e-02, eta: 18:15:56, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.5081, top5_acc: 0.7367, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.3700 2020-09-11 18:01:43,386 - mmaction - INFO - Epoch [50][100/627] lr: 6.000e-02, eta: 18:15:34, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7419, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.4043 2020-09-11 18:02:03,928 - mmaction - INFO - Epoch [50][120/627] lr: 6.000e-02, eta: 18:15:13, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.5074, top5_acc: 0.7366, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.3808 2020-09-11 18:02:24,506 - mmaction - INFO - Epoch [50][140/627] lr: 6.000e-02, eta: 18:14:52, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7410, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.3722 2020-09-11 18:02:45,025 - mmaction - INFO - Epoch [50][160/627] lr: 6.000e-02, eta: 18:14:31, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7428, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.3484 2020-09-11 18:03:05,566 - mmaction - INFO - Epoch [50][180/627] lr: 6.000e-02, eta: 18:14:09, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7404, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.3115 2020-09-11 18:03:26,090 - mmaction - INFO - Epoch [50][200/627] lr: 6.000e-02, eta: 18:13:48, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5134, top5_acc: 0.7434, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.3510 2020-09-11 18:03:46,638 - mmaction - INFO - Epoch [50][220/627] lr: 6.000e-02, eta: 18:13:27, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7499, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.3646 2020-09-11 18:04:07,078 - mmaction - INFO - Epoch [50][240/627] lr: 6.000e-02, eta: 18:13:05, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7432, loss_cls: 2.1375, loss: 2.1375, grad_norm: 2.3722 2020-09-11 18:04:27,631 - mmaction - INFO - Epoch [50][260/627] lr: 6.000e-02, eta: 18:12:44, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7384, loss_cls: 2.1509, loss: 2.1509, grad_norm: 2.3705 2020-09-11 18:04:48,117 - mmaction - INFO - Epoch [50][280/627] lr: 6.000e-02, eta: 18:12:23, time: 1.026, data_time: 0.002, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7465, loss_cls: 2.1054, loss: 2.1054, grad_norm: 2.3467 2020-09-11 18:05:08,652 - mmaction - INFO - Epoch [50][300/627] lr: 6.000e-02, eta: 18:12:01, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7432, loss_cls: 2.1156, loss: 2.1156, grad_norm: 2.4000 2020-09-11 18:05:29,138 - mmaction - INFO - Epoch [50][320/627] lr: 6.000e-02, eta: 18:11:39, time: 1.015, data_time: 0.012, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7486, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.3240 2020-09-11 18:05:49,732 - mmaction - INFO - Epoch [50][340/627] lr: 6.000e-02, eta: 18:11:18, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7395, loss_cls: 2.1343, loss: 2.1343, grad_norm: 2.3773 2020-09-11 18:06:10,223 - mmaction - INFO - Epoch [50][360/627] lr: 6.000e-02, eta: 18:10:57, time: 1.019, data_time: 0.008, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7383, loss_cls: 2.1282, loss: 2.1282, grad_norm: 2.3304 2020-09-11 18:06:30,822 - mmaction - INFO - Epoch [50][380/627] lr: 6.000e-02, eta: 18:10:36, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7435, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.3150 2020-09-11 18:06:51,469 - mmaction - INFO - Epoch [50][400/627] lr: 6.000e-02, eta: 18:10:15, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7409, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.3713 2020-09-11 18:07:12,057 - mmaction - INFO - Epoch [50][420/627] lr: 6.000e-02, eta: 18:09:54, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7379, loss_cls: 2.1321, loss: 2.1321, grad_norm: 2.3244 2020-09-11 18:07:32,576 - mmaction - INFO - Epoch [50][440/627] lr: 6.000e-02, eta: 18:09:32, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.4984, top5_acc: 0.7286, loss_cls: 2.1776, loss: 2.1776, grad_norm: 2.3646 2020-09-11 18:07:53,092 - mmaction - INFO - Epoch [50][460/627] lr: 6.000e-02, eta: 18:09:11, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7432, loss_cls: 2.1316, loss: 2.1316, grad_norm: 2.3384 2020-09-11 18:08:13,657 - mmaction - INFO - Epoch [50][480/627] lr: 6.000e-02, eta: 18:08:50, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7374, loss_cls: 2.1478, loss: 2.1478, grad_norm: 2.3447 2020-09-11 18:08:34,279 - mmaction - INFO - Epoch [50][500/627] lr: 6.000e-02, eta: 18:08:29, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.5047, top5_acc: 0.7451, loss_cls: 2.1367, loss: 2.1367, grad_norm: 2.4127 2020-09-11 18:08:54,768 - mmaction - INFO - Epoch [50][520/627] lr: 6.000e-02, eta: 18:08:07, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7423, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.3674 2020-09-11 18:09:15,358 - mmaction - INFO - Epoch [50][540/627] lr: 6.000e-02, eta: 18:07:46, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5099, top5_acc: 0.7460, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.3808 2020-09-11 18:09:35,994 - mmaction - INFO - Epoch [50][560/627] lr: 6.000e-02, eta: 18:07:25, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7299, loss_cls: 2.1907, loss: 2.1907, grad_norm: 2.4060 2020-09-11 18:09:56,603 - mmaction - INFO - Epoch [50][580/627] lr: 6.000e-02, eta: 18:07:04, time: 1.023, data_time: 0.002, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7428, loss_cls: 2.1309, loss: 2.1309, grad_norm: 2.3658 2020-09-11 18:10:17,118 - mmaction - INFO - Epoch [50][600/627] lr: 6.000e-02, eta: 18:06:42, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7417, loss_cls: 2.1403, loss: 2.1403, grad_norm: 2.3603 2020-09-11 18:10:37,701 - mmaction - INFO - Epoch [50][620/627] lr: 6.000e-02, eta: 18:06:21, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.5096, top5_acc: 0.7346, loss_cls: 2.1425, loss: 2.1425, grad_norm: 2.3802 2020-09-11 18:10:52,776 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-09-11 18:11:54,393 - mmaction - INFO - Epoch [51][20/627] lr: 6.000e-02, eta: 18:06:56, time: 2.967, data_time: 1.854, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7454, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.3432 2020-09-11 18:12:15,082 - mmaction - INFO - Epoch [51][40/627] lr: 6.000e-02, eta: 18:06:35, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7501, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.3718 2020-09-11 18:12:35,470 - mmaction - INFO - Epoch [51][60/627] lr: 6.000e-02, eta: 18:06:13, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7370, loss_cls: 2.1516, loss: 2.1516, grad_norm: 2.3769 2020-09-11 18:12:56,043 - mmaction - INFO - Epoch [51][80/627] lr: 6.000e-02, eta: 18:05:52, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.5121, top5_acc: 0.7434, loss_cls: 2.1309, loss: 2.1309, grad_norm: 2.3722 2020-09-11 18:13:16,660 - mmaction - INFO - Epoch [51][100/627] lr: 6.000e-02, eta: 18:05:30, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5102, top5_acc: 0.7413, loss_cls: 2.1406, loss: 2.1406, grad_norm: 2.3596 2020-09-11 18:13:37,122 - mmaction - INFO - Epoch [51][120/627] lr: 6.000e-02, eta: 18:05:09, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7422, loss_cls: 2.1390, loss: 2.1390, grad_norm: 2.3424 2020-09-11 18:13:57,812 - mmaction - INFO - Epoch [51][140/627] lr: 6.000e-02, eta: 18:04:48, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5042, top5_acc: 0.7344, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.3662 2020-09-11 18:14:18,510 - mmaction - INFO - Epoch [51][160/627] lr: 6.000e-02, eta: 18:04:27, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7410, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.3597 2020-09-11 18:14:39,081 - mmaction - INFO - Epoch [51][180/627] lr: 6.000e-02, eta: 18:04:06, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5090, top5_acc: 0.7414, loss_cls: 2.1496, loss: 2.1496, grad_norm: 2.3891 2020-09-11 18:14:59,691 - mmaction - INFO - Epoch [51][200/627] lr: 6.000e-02, eta: 18:03:44, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5103, top5_acc: 0.7374, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.3515 2020-09-11 18:15:20,228 - mmaction - INFO - Epoch [51][220/627] lr: 6.000e-02, eta: 18:03:23, time: 1.017, data_time: 0.005, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7430, loss_cls: 2.1280, loss: 2.1280, grad_norm: 2.3472 2020-09-11 18:15:40,744 - mmaction - INFO - Epoch [51][240/627] lr: 6.000e-02, eta: 18:03:02, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7447, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.3579 2020-09-11 18:16:01,380 - mmaction - INFO - Epoch [51][260/627] lr: 6.000e-02, eta: 18:02:41, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.3657 2020-09-11 18:16:21,990 - mmaction - INFO - Epoch [51][280/627] lr: 6.000e-02, eta: 18:02:19, time: 1.027, data_time: 0.002, memory: 8470, top1_acc: 0.5103, top5_acc: 0.7362, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.3769 2020-09-11 18:16:42,496 - mmaction - INFO - Epoch [51][300/627] lr: 6.000e-02, eta: 18:01:58, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7348, loss_cls: 2.1583, loss: 2.1583, grad_norm: 2.3618 2020-09-11 18:17:02,994 - mmaction - INFO - Epoch [51][320/627] lr: 6.000e-02, eta: 18:01:36, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7393, loss_cls: 2.1215, loss: 2.1215, grad_norm: 2.3789 2020-09-11 18:17:23,503 - mmaction - INFO - Epoch [51][340/627] lr: 6.000e-02, eta: 18:01:15, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7400, loss_cls: 2.1309, loss: 2.1309, grad_norm: 2.3256 2020-09-11 18:17:44,066 - mmaction - INFO - Epoch [51][360/627] lr: 6.000e-02, eta: 18:00:54, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7435, loss_cls: 2.1231, loss: 2.1231, grad_norm: 2.3698 2020-09-11 18:18:04,648 - mmaction - INFO - Epoch [51][380/627] lr: 6.000e-02, eta: 18:00:33, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7370, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.3689 2020-09-11 18:18:25,138 - mmaction - INFO - Epoch [51][400/627] lr: 6.000e-02, eta: 18:00:11, time: 1.017, data_time: 0.010, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7385, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.3673 2020-09-11 18:18:45,674 - mmaction - INFO - Epoch [51][420/627] lr: 6.000e-02, eta: 17:59:50, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.5013, top5_acc: 0.7372, loss_cls: 2.1475, loss: 2.1475, grad_norm: 2.3942 2020-09-11 18:19:06,221 - mmaction - INFO - Epoch [51][440/627] lr: 6.000e-02, eta: 17:59:29, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5038, top5_acc: 0.7311, loss_cls: 2.1685, loss: 2.1685, grad_norm: 2.3839 2020-09-11 18:19:26,814 - mmaction - INFO - Epoch [51][460/627] lr: 6.000e-02, eta: 17:59:07, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7460, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.3684 2020-09-11 18:19:47,295 - mmaction - INFO - Epoch [51][480/627] lr: 6.000e-02, eta: 17:58:46, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7367, loss_cls: 2.1603, loss: 2.1603, grad_norm: 2.4091 2020-09-11 18:20:07,948 - mmaction - INFO - Epoch [51][500/627] lr: 6.000e-02, eta: 17:58:25, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7400, loss_cls: 2.1386, loss: 2.1386, grad_norm: 2.3696 2020-09-11 18:20:28,479 - mmaction - INFO - Epoch [51][520/627] lr: 6.000e-02, eta: 17:58:03, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7382, loss_cls: 2.1264, loss: 2.1264, grad_norm: 2.3222 2020-09-11 18:20:48,949 - mmaction - INFO - Epoch [51][540/627] lr: 6.000e-02, eta: 17:57:42, time: 1.015, data_time: 0.006, memory: 8470, top1_acc: 0.5047, top5_acc: 0.7388, loss_cls: 2.1566, loss: 2.1566, grad_norm: 2.3384 2020-09-11 18:21:09,451 - mmaction - INFO - Epoch [51][560/627] lr: 6.000e-02, eta: 17:57:21, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7421, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.3764 2020-09-11 18:21:29,996 - mmaction - INFO - Epoch [51][580/627] lr: 6.000e-02, eta: 17:56:59, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7445, loss_cls: 2.1284, loss: 2.1284, grad_norm: 2.3690 2020-09-11 18:21:50,532 - mmaction - INFO - Epoch [51][600/627] lr: 6.000e-02, eta: 17:56:38, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5023, top5_acc: 0.7340, loss_cls: 2.1854, loss: 2.1854, grad_norm: 2.4034 2020-09-11 18:22:11,109 - mmaction - INFO - Epoch [51][620/627] lr: 6.000e-02, eta: 17:56:17, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5065, top5_acc: 0.7408, loss_cls: 2.1391, loss: 2.1391, grad_norm: 2.3581 2020-09-11 18:22:48,915 - mmaction - INFO - Epoch [52][20/627] lr: 6.000e-02, eta: 17:55:56, time: 1.605, data_time: 0.527, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7398, loss_cls: 2.1306, loss: 2.1306, grad_norm: 2.3474 2020-09-11 18:23:09,478 - mmaction - INFO - Epoch [52][40/627] lr: 6.000e-02, eta: 17:55:35, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5021, top5_acc: 0.7342, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.3862 2020-09-11 18:23:30,053 - mmaction - INFO - Epoch [52][60/627] lr: 6.000e-02, eta: 17:55:13, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7421, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.3305 2020-09-11 18:23:50,657 - mmaction - INFO - Epoch [52][80/627] lr: 6.000e-02, eta: 17:54:52, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7444, loss_cls: 2.1123, loss: 2.1123, grad_norm: 2.3328 2020-09-11 18:24:11,187 - mmaction - INFO - Epoch [52][100/627] lr: 6.000e-02, eta: 17:54:31, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7430, loss_cls: 2.1374, loss: 2.1374, grad_norm: 2.3582 2020-09-11 18:24:31,564 - mmaction - INFO - Epoch [52][120/627] lr: 6.000e-02, eta: 17:54:09, time: 1.014, data_time: 0.008, memory: 8470, top1_acc: 0.5063, top5_acc: 0.7408, loss_cls: 2.1502, loss: 2.1502, grad_norm: 2.3735 2020-09-11 18:24:52,038 - mmaction - INFO - Epoch [52][140/627] lr: 6.000e-02, eta: 17:53:48, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7444, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.3742 2020-09-11 18:25:12,593 - mmaction - INFO - Epoch [52][160/627] lr: 6.000e-02, eta: 17:53:27, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7456, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.3453 2020-09-11 18:25:33,103 - mmaction - INFO - Epoch [52][180/627] lr: 6.000e-02, eta: 17:53:05, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7477, loss_cls: 2.1059, loss: 2.1059, grad_norm: 2.3887 2020-09-11 18:25:53,672 - mmaction - INFO - Epoch [52][200/627] lr: 6.000e-02, eta: 17:52:44, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7322, loss_cls: 2.1608, loss: 2.1608, grad_norm: 2.3987 2020-09-11 18:26:14,278 - mmaction - INFO - Epoch [52][220/627] lr: 6.000e-02, eta: 17:52:23, time: 1.039, data_time: 0.016, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7495, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.3778 2020-09-11 18:26:34,759 - mmaction - INFO - Epoch [52][240/627] lr: 6.000e-02, eta: 17:52:01, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7505, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.3944 2020-09-11 18:26:55,289 - mmaction - INFO - Epoch [52][260/627] lr: 6.000e-02, eta: 17:51:40, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5023, top5_acc: 0.7342, loss_cls: 2.1606, loss: 2.1606, grad_norm: 2.3885 2020-09-11 18:27:15,777 - mmaction - INFO - Epoch [52][280/627] lr: 6.000e-02, eta: 17:51:19, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5096, top5_acc: 0.7408, loss_cls: 2.1297, loss: 2.1297, grad_norm: 2.3556 2020-09-11 18:27:36,343 - mmaction - INFO - Epoch [52][300/627] lr: 6.000e-02, eta: 17:50:57, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7466, loss_cls: 2.1134, loss: 2.1134, grad_norm: 2.3481 2020-09-11 18:27:56,879 - mmaction - INFO - Epoch [52][320/627] lr: 6.000e-02, eta: 17:50:36, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.3444 2020-09-11 18:28:17,349 - mmaction - INFO - Epoch [52][340/627] lr: 6.000e-02, eta: 17:50:15, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7387, loss_cls: 2.1369, loss: 2.1369, grad_norm: 2.3490 2020-09-11 18:28:37,829 - mmaction - INFO - Epoch [52][360/627] lr: 6.000e-02, eta: 17:49:53, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7396, loss_cls: 2.1626, loss: 2.1626, grad_norm: 2.3492 2020-09-11 18:28:58,506 - mmaction - INFO - Epoch [52][380/627] lr: 6.000e-02, eta: 17:49:32, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7357, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.3311 2020-09-11 18:29:19,108 - mmaction - INFO - Epoch [52][400/627] lr: 6.000e-02, eta: 17:49:11, time: 1.039, data_time: 0.017, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7358, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.4011 2020-09-11 18:29:39,565 - mmaction - INFO - Epoch [52][420/627] lr: 6.000e-02, eta: 17:48:50, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7462, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.3972 2020-09-11 18:30:00,267 - mmaction - INFO - Epoch [52][440/627] lr: 6.000e-02, eta: 17:48:29, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5188, top5_acc: 0.7466, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.3446 2020-09-11 18:30:20,773 - mmaction - INFO - Epoch [52][460/627] lr: 6.000e-02, eta: 17:48:07, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7422, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.3776 2020-09-11 18:30:41,385 - mmaction - INFO - Epoch [52][480/627] lr: 6.000e-02, eta: 17:47:46, time: 1.035, data_time: 0.010, memory: 8470, top1_acc: 0.5246, top5_acc: 0.7488, loss_cls: 2.0696, loss: 2.0696, grad_norm: 2.3310 2020-09-11 18:31:01,954 - mmaction - INFO - Epoch [52][500/627] lr: 6.000e-02, eta: 17:47:25, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7379, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.4045 2020-09-11 18:31:22,509 - mmaction - INFO - Epoch [52][520/627] lr: 6.000e-02, eta: 17:47:03, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.4986, top5_acc: 0.7329, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.4061 2020-09-11 18:31:43,040 - mmaction - INFO - Epoch [52][540/627] lr: 6.000e-02, eta: 17:46:42, time: 1.027, data_time: 0.012, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7469, loss_cls: 2.0998, loss: 2.0998, grad_norm: 2.3136 2020-09-11 18:32:03,504 - mmaction - INFO - Epoch [52][560/627] lr: 6.000e-02, eta: 17:46:21, time: 1.026, data_time: 0.016, memory: 8470, top1_acc: 0.5230, top5_acc: 0.7430, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.3560 2020-09-11 18:32:24,028 - mmaction - INFO - Epoch [52][580/627] lr: 6.000e-02, eta: 17:45:59, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5020, top5_acc: 0.7387, loss_cls: 2.1567, loss: 2.1567, grad_norm: 2.3837 2020-09-11 18:32:44,586 - mmaction - INFO - Epoch [52][600/627] lr: 6.000e-02, eta: 17:45:38, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7329, loss_cls: 2.1839, loss: 2.1839, grad_norm: 2.3964 2020-09-11 18:33:05,204 - mmaction - INFO - Epoch [52][620/627] lr: 6.000e-02, eta: 17:45:17, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7404, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.3578 2020-09-11 18:33:42,821 - mmaction - INFO - Epoch [53][20/627] lr: 6.000e-02, eta: 17:44:56, time: 1.596, data_time: 0.544, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7393, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.3218 2020-09-11 18:34:03,377 - mmaction - INFO - Epoch [53][40/627] lr: 6.000e-02, eta: 17:44:35, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5240, top5_acc: 0.7404, loss_cls: 2.1198, loss: 2.1198, grad_norm: 2.3336 2020-09-11 18:34:23,856 - mmaction - INFO - Epoch [53][60/627] lr: 6.000e-02, eta: 17:44:13, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7501, loss_cls: 2.0948, loss: 2.0948, grad_norm: 2.3704 2020-09-11 18:34:44,331 - mmaction - INFO - Epoch [53][80/627] lr: 6.000e-02, eta: 17:43:52, time: 1.021, data_time: 0.011, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7518, loss_cls: 2.0863, loss: 2.0863, grad_norm: 2.3767 2020-09-11 18:35:04,935 - mmaction - INFO - Epoch [53][100/627] lr: 6.000e-02, eta: 17:43:31, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7466, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.3970 2020-09-11 18:35:25,549 - mmaction - INFO - Epoch [53][120/627] lr: 6.000e-02, eta: 17:43:10, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7496, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.3718 2020-09-11 18:35:46,159 - mmaction - INFO - Epoch [53][140/627] lr: 6.000e-02, eta: 17:42:49, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7426, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.3547 2020-09-11 18:36:06,699 - mmaction - INFO - Epoch [53][160/627] lr: 6.000e-02, eta: 17:42:27, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7380, loss_cls: 2.1233, loss: 2.1233, grad_norm: 2.3434 2020-09-11 18:36:27,398 - mmaction - INFO - Epoch [53][180/627] lr: 6.000e-02, eta: 17:42:06, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7510, loss_cls: 2.0757, loss: 2.0757, grad_norm: 2.3373 2020-09-11 18:36:47,982 - mmaction - INFO - Epoch [53][200/627] lr: 6.000e-02, eta: 17:41:45, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5099, top5_acc: 0.7513, loss_cls: 2.1171, loss: 2.1171, grad_norm: 2.4068 2020-09-11 18:37:08,580 - mmaction - INFO - Epoch [53][220/627] lr: 6.000e-02, eta: 17:41:23, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.5121, top5_acc: 0.7387, loss_cls: 2.1212, loss: 2.1212, grad_norm: 2.3915 2020-09-11 18:37:29,049 - mmaction - INFO - Epoch [53][240/627] lr: 6.000e-02, eta: 17:41:02, time: 1.032, data_time: 0.016, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7387, loss_cls: 2.1327, loss: 2.1327, grad_norm: 2.3443 2020-09-11 18:37:49,717 - mmaction - INFO - Epoch [53][260/627] lr: 6.000e-02, eta: 17:40:41, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7496, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.3571 2020-09-11 18:38:10,321 - mmaction - INFO - Epoch [53][280/627] lr: 6.000e-02, eta: 17:40:20, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7458, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.3936 2020-09-11 18:38:30,974 - mmaction - INFO - Epoch [53][300/627] lr: 6.000e-02, eta: 17:39:59, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7365, loss_cls: 2.1458, loss: 2.1458, grad_norm: 2.3658 2020-09-11 18:38:51,528 - mmaction - INFO - Epoch [53][320/627] lr: 6.000e-02, eta: 17:39:37, time: 1.018, data_time: 0.008, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7445, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.3710 2020-09-11 18:39:12,046 - mmaction - INFO - Epoch [53][340/627] lr: 6.000e-02, eta: 17:39:16, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7480, loss_cls: 2.1061, loss: 2.1061, grad_norm: 2.3863 2020-09-11 18:39:32,580 - mmaction - INFO - Epoch [53][360/627] lr: 6.000e-02, eta: 17:38:55, time: 1.028, data_time: 0.016, memory: 8470, top1_acc: 0.5072, top5_acc: 0.7354, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.3976 2020-09-11 18:39:53,281 - mmaction - INFO - Epoch [53][380/627] lr: 6.000e-02, eta: 17:38:34, time: 1.043, data_time: 0.010, memory: 8470, top1_acc: 0.4997, top5_acc: 0.7365, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.3916 2020-09-11 18:40:13,813 - mmaction - INFO - Epoch [53][400/627] lr: 6.000e-02, eta: 17:38:13, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5048, top5_acc: 0.7340, loss_cls: 2.1631, loss: 2.1631, grad_norm: 2.3542 2020-09-11 18:40:34,338 - mmaction - INFO - Epoch [53][420/627] lr: 6.000e-02, eta: 17:37:51, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.5062, top5_acc: 0.7388, loss_cls: 2.1401, loss: 2.1401, grad_norm: 2.3751 2020-09-11 18:40:54,965 - mmaction - INFO - Epoch [53][440/627] lr: 6.000e-02, eta: 17:37:30, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7424, loss_cls: 2.1124, loss: 2.1124, grad_norm: 2.3730 2020-09-11 18:41:15,509 - mmaction - INFO - Epoch [53][460/627] lr: 6.000e-02, eta: 17:37:09, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5132, top5_acc: 0.7375, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.4024 2020-09-11 18:41:36,138 - mmaction - INFO - Epoch [53][480/627] lr: 6.000e-02, eta: 17:36:48, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7414, loss_cls: 2.1234, loss: 2.1234, grad_norm: 2.3931 2020-09-11 18:41:56,665 - mmaction - INFO - Epoch [53][500/627] lr: 6.000e-02, eta: 17:36:27, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5108, top5_acc: 0.7402, loss_cls: 2.1437, loss: 2.1437, grad_norm: 2.3653 2020-09-11 18:42:17,305 - mmaction - INFO - Epoch [53][520/627] lr: 6.000e-02, eta: 17:36:05, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7366, loss_cls: 2.1538, loss: 2.1538, grad_norm: 2.4210 2020-09-11 18:42:37,878 - mmaction - INFO - Epoch [53][540/627] lr: 6.000e-02, eta: 17:35:44, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5059, top5_acc: 0.7374, loss_cls: 2.1581, loss: 2.1581, grad_norm: 2.3569 2020-09-11 18:42:58,368 - mmaction - INFO - Epoch [53][560/627] lr: 6.000e-02, eta: 17:35:23, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.5096, top5_acc: 0.7323, loss_cls: 2.1610, loss: 2.1610, grad_norm: 2.3951 2020-09-11 18:43:19,005 - mmaction - INFO - Epoch [53][580/627] lr: 6.000e-02, eta: 17:35:02, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7331, loss_cls: 2.1703, loss: 2.1703, grad_norm: 2.3624 2020-09-11 18:43:39,648 - mmaction - INFO - Epoch [53][600/627] lr: 6.000e-02, eta: 17:34:41, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7323, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.3640 2020-09-11 18:44:00,096 - mmaction - INFO - Epoch [53][620/627] lr: 6.000e-02, eta: 17:34:19, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7341, loss_cls: 2.1634, loss: 2.1634, grad_norm: 2.3761 2020-09-11 18:44:37,516 - mmaction - INFO - Epoch [54][20/627] lr: 6.000e-02, eta: 17:33:58, time: 1.580, data_time: 0.512, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7427, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.3506 2020-09-11 18:44:58,114 - mmaction - INFO - Epoch [54][40/627] lr: 6.000e-02, eta: 17:33:37, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7443, loss_cls: 2.0938, loss: 2.0938, grad_norm: 2.3310 2020-09-11 18:45:18,666 - mmaction - INFO - Epoch [54][60/627] lr: 6.000e-02, eta: 17:33:15, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7378, loss_cls: 2.1324, loss: 2.1324, grad_norm: 2.3644 2020-09-11 18:45:39,175 - mmaction - INFO - Epoch [54][80/627] lr: 6.000e-02, eta: 17:32:54, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.3973 2020-09-11 18:45:59,650 - mmaction - INFO - Epoch [54][100/627] lr: 6.000e-02, eta: 17:32:33, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7453, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.3948 2020-09-11 18:46:20,175 - mmaction - INFO - Epoch [54][120/627] lr: 6.000e-02, eta: 17:32:11, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5092, top5_acc: 0.7361, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.4112 2020-09-11 18:46:40,810 - mmaction - INFO - Epoch [54][140/627] lr: 6.000e-02, eta: 17:31:50, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7392, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.3425 2020-09-11 18:47:01,295 - mmaction - INFO - Epoch [54][160/627] lr: 6.000e-02, eta: 17:31:29, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7397, loss_cls: 2.1184, loss: 2.1184, grad_norm: 2.3568 2020-09-11 18:47:21,920 - mmaction - INFO - Epoch [54][180/627] lr: 6.000e-02, eta: 17:31:07, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7431, loss_cls: 2.0905, loss: 2.0905, grad_norm: 2.3242 2020-09-11 18:47:42,385 - mmaction - INFO - Epoch [54][200/627] lr: 6.000e-02, eta: 17:30:46, time: 1.025, data_time: 0.015, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7470, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.3372 2020-09-11 18:48:02,908 - mmaction - INFO - Epoch [54][220/627] lr: 6.000e-02, eta: 17:30:25, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.5195, top5_acc: 0.7465, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.3648 2020-09-11 18:48:23,363 - mmaction - INFO - Epoch [54][240/627] lr: 6.000e-02, eta: 17:30:04, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.3992 2020-09-11 18:48:43,931 - mmaction - INFO - Epoch [54][260/627] lr: 6.000e-02, eta: 17:29:42, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5262, top5_acc: 0.7497, loss_cls: 2.0753, loss: 2.0753, grad_norm: 2.3280 2020-09-11 18:49:04,536 - mmaction - INFO - Epoch [54][280/627] lr: 6.000e-02, eta: 17:29:21, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7379, loss_cls: 2.1451, loss: 2.1451, grad_norm: 2.3952 2020-09-11 18:49:25,228 - mmaction - INFO - Epoch [54][300/627] lr: 6.000e-02, eta: 17:29:00, time: 1.032, data_time: 0.003, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7451, loss_cls: 2.1097, loss: 2.1097, grad_norm: 2.3658 2020-09-11 18:49:45,693 - mmaction - INFO - Epoch [54][320/627] lr: 6.000e-02, eta: 17:28:39, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5109, top5_acc: 0.7380, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.3532 2020-09-11 18:50:06,197 - mmaction - INFO - Epoch [54][340/627] lr: 6.000e-02, eta: 17:28:17, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7462, loss_cls: 2.1149, loss: 2.1149, grad_norm: 2.3727 2020-09-11 18:50:26,777 - mmaction - INFO - Epoch [54][360/627] lr: 6.000e-02, eta: 17:27:56, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.5049, top5_acc: 0.7352, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.4087 2020-09-11 18:50:47,436 - mmaction - INFO - Epoch [54][380/627] lr: 6.000e-02, eta: 17:27:35, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.5143, top5_acc: 0.7430, loss_cls: 2.1254, loss: 2.1254, grad_norm: 2.3423 2020-09-11 18:51:07,958 - mmaction - INFO - Epoch [54][400/627] lr: 6.000e-02, eta: 17:27:14, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.5113, top5_acc: 0.7447, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.3472 2020-09-11 18:51:28,464 - mmaction - INFO - Epoch [54][420/627] lr: 6.000e-02, eta: 17:26:53, time: 1.033, data_time: 0.017, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7431, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.3361 2020-09-11 18:51:49,109 - mmaction - INFO - Epoch [54][440/627] lr: 6.000e-02, eta: 17:26:31, time: 1.023, data_time: 0.015, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7453, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.4165 2020-09-11 18:52:09,634 - mmaction - INFO - Epoch [54][460/627] lr: 6.000e-02, eta: 17:26:10, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5092, top5_acc: 0.7398, loss_cls: 2.1478, loss: 2.1478, grad_norm: 2.3812 2020-09-11 18:52:30,316 - mmaction - INFO - Epoch [54][480/627] lr: 6.000e-02, eta: 17:25:49, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7527, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.3762 2020-09-11 18:52:50,829 - mmaction - INFO - Epoch [54][500/627] lr: 6.000e-02, eta: 17:25:28, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5068, top5_acc: 0.7353, loss_cls: 2.1719, loss: 2.1719, grad_norm: 2.4017 2020-09-11 18:53:11,355 - mmaction - INFO - Epoch [54][520/627] lr: 6.000e-02, eta: 17:25:06, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.5070, top5_acc: 0.7431, loss_cls: 2.1276, loss: 2.1276, grad_norm: 2.4067 2020-09-11 18:53:31,938 - mmaction - INFO - Epoch [54][540/627] lr: 6.000e-02, eta: 17:24:46, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7535, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.3631 2020-09-11 18:53:52,461 - mmaction - INFO - Epoch [54][560/627] lr: 6.000e-02, eta: 17:24:24, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5065, top5_acc: 0.7431, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.4043 2020-09-11 18:54:13,027 - mmaction - INFO - Epoch [54][580/627] lr: 6.000e-02, eta: 17:24:03, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5120, top5_acc: 0.7332, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.3389 2020-09-11 18:54:33,537 - mmaction - INFO - Epoch [54][600/627] lr: 6.000e-02, eta: 17:23:42, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7393, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.3442 2020-09-11 18:54:53,953 - mmaction - INFO - Epoch [54][620/627] lr: 6.000e-02, eta: 17:23:20, time: 1.014, data_time: 0.006, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7419, loss_cls: 2.1428, loss: 2.1428, grad_norm: 2.3890 2020-09-11 18:55:31,668 - mmaction - INFO - Epoch [55][20/627] lr: 6.000e-02, eta: 17:22:59, time: 1.593, data_time: 0.543, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7432, loss_cls: 2.1309, loss: 2.1309, grad_norm: 2.3887 2020-09-11 18:55:52,281 - mmaction - INFO - Epoch [55][40/627] lr: 6.000e-02, eta: 17:22:38, time: 1.040, data_time: 0.019, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7421, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.3223 2020-09-11 18:56:12,835 - mmaction - INFO - Epoch [55][60/627] lr: 6.000e-02, eta: 17:22:17, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7480, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.3714 2020-09-11 18:56:33,362 - mmaction - INFO - Epoch [55][80/627] lr: 6.000e-02, eta: 17:21:55, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7465, loss_cls: 2.0971, loss: 2.0971, grad_norm: 2.3617 2020-09-11 18:56:53,962 - mmaction - INFO - Epoch [55][100/627] lr: 6.000e-02, eta: 17:21:34, time: 1.031, data_time: 0.018, memory: 8470, top1_acc: 0.5215, top5_acc: 0.7514, loss_cls: 2.0810, loss: 2.0810, grad_norm: 2.3854 2020-09-11 18:57:14,518 - mmaction - INFO - Epoch [55][120/627] lr: 6.000e-02, eta: 17:21:13, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5111, top5_acc: 0.7378, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.3753 2020-09-11 18:57:35,106 - mmaction - INFO - Epoch [55][140/627] lr: 6.000e-02, eta: 17:20:52, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7517, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.3455 2020-09-11 18:57:55,594 - mmaction - INFO - Epoch [55][160/627] lr: 6.000e-02, eta: 17:20:30, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7451, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.3846 2020-09-11 18:58:16,176 - mmaction - INFO - Epoch [55][180/627] lr: 6.000e-02, eta: 17:20:09, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.4961, top5_acc: 0.7348, loss_cls: 2.1803, loss: 2.1803, grad_norm: 2.4170 2020-09-11 18:58:36,713 - mmaction - INFO - Epoch [55][200/627] lr: 6.000e-02, eta: 17:19:48, time: 1.016, data_time: 0.006, memory: 8470, top1_acc: 0.5181, top5_acc: 0.7516, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.3470 2020-09-11 18:58:57,242 - mmaction - INFO - Epoch [55][220/627] lr: 6.000e-02, eta: 17:19:27, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.5008, top5_acc: 0.7296, loss_cls: 2.1691, loss: 2.1691, grad_norm: 2.4043 2020-09-11 18:59:17,816 - mmaction - INFO - Epoch [55][240/627] lr: 6.000e-02, eta: 17:19:05, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7529, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.3694 2020-09-11 18:59:38,410 - mmaction - INFO - Epoch [55][260/627] lr: 6.000e-02, eta: 17:18:44, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5126, top5_acc: 0.7440, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.3715 2020-09-11 18:59:58,864 - mmaction - INFO - Epoch [55][280/627] lr: 6.000e-02, eta: 17:18:23, time: 1.016, data_time: 0.006, memory: 8470, top1_acc: 0.5014, top5_acc: 0.7359, loss_cls: 2.1625, loss: 2.1625, grad_norm: 2.3818 2020-09-11 19:00:19,495 - mmaction - INFO - Epoch [55][300/627] lr: 6.000e-02, eta: 17:18:02, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7466, loss_cls: 2.1186, loss: 2.1186, grad_norm: 2.3918 2020-09-11 19:00:40,148 - mmaction - INFO - Epoch [55][320/627] lr: 6.000e-02, eta: 17:17:41, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.5177, top5_acc: 0.7491, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.4020 2020-09-11 19:01:00,703 - mmaction - INFO - Epoch [55][340/627] lr: 6.000e-02, eta: 17:17:20, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7414, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.3604 2020-09-11 19:01:21,234 - mmaction - INFO - Epoch [55][360/627] lr: 6.000e-02, eta: 17:16:58, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5090, top5_acc: 0.7457, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.4262 2020-09-11 19:01:41,718 - mmaction - INFO - Epoch [55][380/627] lr: 6.000e-02, eta: 17:16:37, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5187, top5_acc: 0.7449, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.3581 2020-09-11 19:02:02,242 - mmaction - INFO - Epoch [55][400/627] lr: 6.000e-02, eta: 17:16:16, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7522, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.3594 2020-09-11 19:02:22,835 - mmaction - INFO - Epoch [55][420/627] lr: 6.000e-02, eta: 17:15:54, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.3790 2020-09-11 19:02:43,383 - mmaction - INFO - Epoch [55][440/627] lr: 6.000e-02, eta: 17:15:33, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7306, loss_cls: 2.2056, loss: 2.2056, grad_norm: 2.3949 2020-09-11 19:03:03,867 - mmaction - INFO - Epoch [55][460/627] lr: 6.000e-02, eta: 17:15:12, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5150, top5_acc: 0.7395, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.3745 2020-09-11 19:03:24,489 - mmaction - INFO - Epoch [55][480/627] lr: 6.000e-02, eta: 17:14:51, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.5079, top5_acc: 0.7368, loss_cls: 2.1527, loss: 2.1527, grad_norm: 2.4015 2020-09-11 19:03:44,999 - mmaction - INFO - Epoch [55][500/627] lr: 6.000e-02, eta: 17:14:29, time: 1.020, data_time: 0.011, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7355, loss_cls: 2.1679, loss: 2.1679, grad_norm: 2.4030 2020-09-11 19:04:05,573 - mmaction - INFO - Epoch [55][520/627] lr: 6.000e-02, eta: 17:14:08, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.5046, top5_acc: 0.7322, loss_cls: 2.1820, loss: 2.1820, grad_norm: 2.3555 2020-09-11 19:04:26,174 - mmaction - INFO - Epoch [55][540/627] lr: 6.000e-02, eta: 17:13:47, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.5121, top5_acc: 0.7400, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.3431 2020-09-11 19:04:46,752 - mmaction - INFO - Epoch [55][560/627] lr: 6.000e-02, eta: 17:13:26, time: 1.040, data_time: 0.018, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7305, loss_cls: 2.1677, loss: 2.1677, grad_norm: 2.3299 2020-09-11 19:05:07,338 - mmaction - INFO - Epoch [55][580/627] lr: 6.000e-02, eta: 17:13:05, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.3920 2020-09-11 19:05:27,783 - mmaction - INFO - Epoch [55][600/627] lr: 6.000e-02, eta: 17:12:43, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7385, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.3795 2020-09-11 19:05:48,347 - mmaction - INFO - Epoch [55][620/627] lr: 6.000e-02, eta: 17:12:22, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.5076, top5_acc: 0.7482, loss_cls: 2.1214, loss: 2.1214, grad_norm: 2.3838 2020-09-11 19:05:59,123 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-09-11 19:06:35,878 - mmaction - INFO - Epoch [56][20/627] lr: 6.000e-02, eta: 17:12:07, time: 1.786, data_time: 0.716, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7432, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.3894 2020-09-11 19:06:56,389 - mmaction - INFO - Epoch [56][40/627] lr: 6.000e-02, eta: 17:11:46, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5228, top5_acc: 0.7507, loss_cls: 2.0819, loss: 2.0819, grad_norm: 2.3293 2020-09-11 19:07:16,965 - mmaction - INFO - Epoch [56][60/627] lr: 6.000e-02, eta: 17:11:25, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7482, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.3630 2020-09-11 19:07:37,538 - mmaction - INFO - Epoch [56][80/627] lr: 6.000e-02, eta: 17:11:03, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7478, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.3717 2020-09-11 19:07:58,048 - mmaction - INFO - Epoch [56][100/627] lr: 6.000e-02, eta: 17:10:42, time: 1.021, data_time: 0.009, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7441, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.4204 2020-09-11 19:08:18,605 - mmaction - INFO - Epoch [56][120/627] lr: 6.000e-02, eta: 17:10:21, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.5113, top5_acc: 0.7428, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.4176 2020-09-11 19:08:39,025 - mmaction - INFO - Epoch [56][140/627] lr: 6.000e-02, eta: 17:09:59, time: 1.016, data_time: 0.008, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7426, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.4382 2020-09-11 19:08:59,582 - mmaction - INFO - Epoch [56][160/627] lr: 6.000e-02, eta: 17:09:38, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.5134, top5_acc: 0.7404, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.3949 2020-09-11 19:09:20,031 - mmaction - INFO - Epoch [56][180/627] lr: 6.000e-02, eta: 17:09:17, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7478, loss_cls: 2.0928, loss: 2.0928, grad_norm: 2.3996 2020-09-11 19:09:40,581 - mmaction - INFO - Epoch [56][200/627] lr: 6.000e-02, eta: 17:08:56, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7491, loss_cls: 2.0831, loss: 2.0831, grad_norm: 2.3798 2020-09-11 19:10:01,158 - mmaction - INFO - Epoch [56][220/627] lr: 6.000e-02, eta: 17:08:35, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.5013, top5_acc: 0.7456, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.3877 2020-09-11 19:10:21,744 - mmaction - INFO - Epoch [56][240/627] lr: 6.000e-02, eta: 17:08:13, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7424, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.3499 2020-09-11 19:10:42,359 - mmaction - INFO - Epoch [56][260/627] lr: 6.000e-02, eta: 17:07:52, time: 1.030, data_time: 0.012, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1175, loss: 2.1175, grad_norm: 2.3735 2020-09-11 19:11:02,974 - mmaction - INFO - Epoch [56][280/627] lr: 6.000e-02, eta: 17:07:31, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7348, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.3808 2020-09-11 19:11:23,469 - mmaction - INFO - Epoch [56][300/627] lr: 6.000e-02, eta: 17:07:10, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7415, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.3793 2020-09-11 19:11:43,955 - mmaction - INFO - Epoch [56][320/627] lr: 6.000e-02, eta: 17:06:49, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5113, top5_acc: 0.7441, loss_cls: 2.1169, loss: 2.1169, grad_norm: 2.3683 2020-09-11 19:12:04,510 - mmaction - INFO - Epoch [56][340/627] lr: 6.000e-02, eta: 17:06:27, time: 1.025, data_time: 0.010, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7431, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.4028 2020-09-11 19:12:24,973 - mmaction - INFO - Epoch [56][360/627] lr: 6.000e-02, eta: 17:06:06, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7465, loss_cls: 2.0759, loss: 2.0759, grad_norm: 2.3846 2020-09-11 19:12:45,550 - mmaction - INFO - Epoch [56][380/627] lr: 6.000e-02, eta: 17:05:45, time: 1.020, data_time: 0.002, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7449, loss_cls: 2.1373, loss: 2.1373, grad_norm: 2.4080 2020-09-11 19:13:06,069 - mmaction - INFO - Epoch [56][400/627] lr: 6.000e-02, eta: 17:05:24, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.5138, top5_acc: 0.7414, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.3715 2020-09-11 19:13:26,617 - mmaction - INFO - Epoch [56][420/627] lr: 6.000e-02, eta: 17:05:02, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7491, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.3383 2020-09-11 19:13:47,137 - mmaction - INFO - Epoch [56][440/627] lr: 6.000e-02, eta: 17:04:41, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7411, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.3553 2020-09-11 19:14:07,635 - mmaction - INFO - Epoch [56][460/627] lr: 6.000e-02, eta: 17:04:20, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7445, loss_cls: 2.1036, loss: 2.1036, grad_norm: 2.3668 2020-09-11 19:14:28,159 - mmaction - INFO - Epoch [56][480/627] lr: 6.000e-02, eta: 17:03:58, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7395, loss_cls: 2.1559, loss: 2.1559, grad_norm: 2.4120 2020-09-11 19:14:48,816 - mmaction - INFO - Epoch [56][500/627] lr: 6.000e-02, eta: 17:03:37, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.5115, top5_acc: 0.7362, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.3614 2020-09-11 19:15:09,293 - mmaction - INFO - Epoch [56][520/627] lr: 6.000e-02, eta: 17:03:16, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7415, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.3428 2020-09-11 19:15:29,830 - mmaction - INFO - Epoch [56][540/627] lr: 6.000e-02, eta: 17:02:55, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7456, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.4094 2020-09-11 19:15:50,339 - mmaction - INFO - Epoch [56][560/627] lr: 6.000e-02, eta: 17:02:33, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5009, top5_acc: 0.7382, loss_cls: 2.1420, loss: 2.1420, grad_norm: 2.3922 2020-09-11 19:16:10,919 - mmaction - INFO - Epoch [56][580/627] lr: 6.000e-02, eta: 17:02:12, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7437, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.3674 2020-09-11 19:16:31,464 - mmaction - INFO - Epoch [56][600/627] lr: 6.000e-02, eta: 17:01:51, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7480, loss_cls: 2.1177, loss: 2.1177, grad_norm: 2.3762 2020-09-11 19:16:51,944 - mmaction - INFO - Epoch [56][620/627] lr: 6.000e-02, eta: 17:01:30, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.5013, top5_acc: 0.7365, loss_cls: 2.1754, loss: 2.1754, grad_norm: 2.3638 2020-09-11 19:17:29,547 - mmaction - INFO - Epoch [57][20/627] lr: 6.000e-02, eta: 17:01:08, time: 1.588, data_time: 0.518, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7510, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.3582 2020-09-11 19:17:50,120 - mmaction - INFO - Epoch [57][40/627] lr: 6.000e-02, eta: 17:00:47, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7482, loss_cls: 2.0923, loss: 2.0923, grad_norm: 2.3415 2020-09-11 19:18:10,649 - mmaction - INFO - Epoch [57][60/627] lr: 6.000e-02, eta: 17:00:26, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7461, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.3718 2020-09-11 19:18:31,291 - mmaction - INFO - Epoch [57][80/627] lr: 6.000e-02, eta: 17:00:05, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.5249, top5_acc: 0.7478, loss_cls: 2.0812, loss: 2.0812, grad_norm: 2.3437 2020-09-11 19:18:51,864 - mmaction - INFO - Epoch [57][100/627] lr: 6.000e-02, eta: 16:59:43, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7536, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.3511 2020-09-11 19:19:12,453 - mmaction - INFO - Epoch [57][120/627] lr: 6.000e-02, eta: 16:59:22, time: 1.040, data_time: 0.014, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7525, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.3711 2020-09-11 19:19:32,980 - mmaction - INFO - Epoch [57][140/627] lr: 6.000e-02, eta: 16:59:01, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7431, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.4177 2020-09-11 19:19:53,518 - mmaction - INFO - Epoch [57][160/627] lr: 6.000e-02, eta: 16:58:40, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7475, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.3513 2020-09-11 19:20:13,932 - mmaction - INFO - Epoch [57][180/627] lr: 6.000e-02, eta: 16:58:18, time: 1.016, data_time: 0.004, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.3308 2020-09-11 19:20:34,627 - mmaction - INFO - Epoch [57][200/627] lr: 6.000e-02, eta: 16:57:57, time: 1.039, data_time: 0.009, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7467, loss_cls: 2.0999, loss: 2.0999, grad_norm: 2.3676 2020-09-11 19:20:55,263 - mmaction - INFO - Epoch [57][220/627] lr: 6.000e-02, eta: 16:57:36, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7436, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.3665 2020-09-11 19:21:15,820 - mmaction - INFO - Epoch [57][240/627] lr: 6.000e-02, eta: 16:57:15, time: 1.036, data_time: 0.017, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7461, loss_cls: 2.1013, loss: 2.1013, grad_norm: 2.3560 2020-09-11 19:21:36,302 - mmaction - INFO - Epoch [57][260/627] lr: 6.000e-02, eta: 16:56:54, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7398, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.3386 2020-09-11 19:21:56,963 - mmaction - INFO - Epoch [57][280/627] lr: 6.000e-02, eta: 16:56:33, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.5103, top5_acc: 0.7383, loss_cls: 2.1357, loss: 2.1357, grad_norm: 2.3700 2020-09-11 19:22:17,607 - mmaction - INFO - Epoch [57][300/627] lr: 6.000e-02, eta: 16:56:12, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7479, loss_cls: 2.1202, loss: 2.1202, grad_norm: 2.3987 2020-09-11 19:22:38,108 - mmaction - INFO - Epoch [57][320/627] lr: 6.000e-02, eta: 16:55:50, time: 1.022, data_time: 0.010, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7451, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.3697 2020-09-11 19:22:58,619 - mmaction - INFO - Epoch [57][340/627] lr: 6.000e-02, eta: 16:55:29, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5180, top5_acc: 0.7482, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.3974 2020-09-11 19:23:19,247 - mmaction - INFO - Epoch [57][360/627] lr: 6.000e-02, eta: 16:55:08, time: 1.038, data_time: 0.020, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7427, loss_cls: 2.1264, loss: 2.1264, grad_norm: 2.3860 2020-09-11 19:23:39,816 - mmaction - INFO - Epoch [57][380/627] lr: 6.000e-02, eta: 16:54:47, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5068, top5_acc: 0.7427, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.3627 2020-09-11 19:24:00,398 - mmaction - INFO - Epoch [57][400/627] lr: 6.000e-02, eta: 16:54:26, time: 1.027, data_time: 0.015, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7409, loss_cls: 2.1464, loss: 2.1464, grad_norm: 2.4281 2020-09-11 19:24:20,909 - mmaction - INFO - Epoch [57][420/627] lr: 6.000e-02, eta: 16:54:05, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.4127 2020-09-11 19:24:41,465 - mmaction - INFO - Epoch [57][440/627] lr: 6.000e-02, eta: 16:53:43, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5132, top5_acc: 0.7413, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.3839 2020-09-11 19:25:02,041 - mmaction - INFO - Epoch [57][460/627] lr: 6.000e-02, eta: 16:53:22, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7355, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.3807 2020-09-11 19:25:22,719 - mmaction - INFO - Epoch [57][480/627] lr: 6.000e-02, eta: 16:53:01, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7368, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.3592 2020-09-11 19:25:43,301 - mmaction - INFO - Epoch [57][500/627] lr: 6.000e-02, eta: 16:52:40, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5150, top5_acc: 0.7427, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.3695 2020-09-11 19:26:03,815 - mmaction - INFO - Epoch [57][520/627] lr: 6.000e-02, eta: 16:52:19, time: 1.026, data_time: 0.002, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7488, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.3736 2020-09-11 19:26:24,284 - mmaction - INFO - Epoch [57][540/627] lr: 6.000e-02, eta: 16:51:58, time: 1.023, data_time: 0.010, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.1086, loss: 2.1086, grad_norm: 2.3718 2020-09-11 19:26:44,762 - mmaction - INFO - Epoch [57][560/627] lr: 6.000e-02, eta: 16:51:36, time: 1.020, data_time: 0.009, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7409, loss_cls: 2.1440, loss: 2.1440, grad_norm: 2.3702 2020-09-11 19:27:05,243 - mmaction - INFO - Epoch [57][580/627] lr: 6.000e-02, eta: 16:51:15, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7398, loss_cls: 2.1243, loss: 2.1243, grad_norm: 2.3439 2020-09-11 19:27:25,829 - mmaction - INFO - Epoch [57][600/627] lr: 6.000e-02, eta: 16:50:54, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7397, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.3822 2020-09-11 19:27:46,452 - mmaction - INFO - Epoch [57][620/627] lr: 6.000e-02, eta: 16:50:33, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.5120, top5_acc: 0.7370, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.3552 2020-09-11 19:28:24,537 - mmaction - INFO - Epoch [58][20/627] lr: 6.000e-02, eta: 16:50:12, time: 1.617, data_time: 0.548, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7483, loss_cls: 2.0939, loss: 2.0939, grad_norm: 2.3803 2020-09-11 19:28:44,961 - mmaction - INFO - Epoch [58][40/627] lr: 6.000e-02, eta: 16:49:50, time: 1.016, data_time: 0.008, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7398, loss_cls: 2.1273, loss: 2.1273, grad_norm: 2.3813 2020-09-11 19:29:05,487 - mmaction - INFO - Epoch [58][60/627] lr: 6.000e-02, eta: 16:49:29, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7363, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.3578 2020-09-11 19:29:26,081 - mmaction - INFO - Epoch [58][80/627] lr: 6.000e-02, eta: 16:49:08, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7529, loss_cls: 2.0606, loss: 2.0606, grad_norm: 2.3745 2020-09-11 19:29:46,610 - mmaction - INFO - Epoch [58][100/627] lr: 6.000e-02, eta: 16:48:47, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7365, loss_cls: 2.1215, loss: 2.1215, grad_norm: 2.4181 2020-09-11 19:30:07,242 - mmaction - INFO - Epoch [58][120/627] lr: 6.000e-02, eta: 16:48:26, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7387, loss_cls: 2.1221, loss: 2.1221, grad_norm: 2.3749 2020-09-11 19:30:27,764 - mmaction - INFO - Epoch [58][140/627] lr: 6.000e-02, eta: 16:48:04, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7492, loss_cls: 2.0765, loss: 2.0765, grad_norm: 2.3354 2020-09-11 19:30:48,272 - mmaction - INFO - Epoch [58][160/627] lr: 6.000e-02, eta: 16:47:43, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.5077, top5_acc: 0.7387, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.3923 2020-09-11 19:31:08,825 - mmaction - INFO - Epoch [58][180/627] lr: 6.000e-02, eta: 16:47:22, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7499, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.3864 2020-09-11 19:31:29,364 - mmaction - INFO - Epoch [58][200/627] lr: 6.000e-02, eta: 16:47:00, time: 1.025, data_time: 0.015, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7324, loss_cls: 2.1438, loss: 2.1438, grad_norm: 2.3959 2020-09-11 19:31:49,837 - mmaction - INFO - Epoch [58][220/627] lr: 6.000e-02, eta: 16:46:39, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7536, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.4269 2020-09-11 19:32:10,420 - mmaction - INFO - Epoch [58][240/627] lr: 6.000e-02, eta: 16:46:18, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5263, top5_acc: 0.7510, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.3362 2020-09-11 19:32:31,001 - mmaction - INFO - Epoch [58][260/627] lr: 6.000e-02, eta: 16:45:57, time: 1.037, data_time: 0.014, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7457, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.3761 2020-09-11 19:32:51,520 - mmaction - INFO - Epoch [58][280/627] lr: 6.000e-02, eta: 16:45:36, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7566, loss_cls: 2.0822, loss: 2.0822, grad_norm: 2.4102 2020-09-11 19:33:12,055 - mmaction - INFO - Epoch [58][300/627] lr: 6.000e-02, eta: 16:45:15, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7486, loss_cls: 2.0775, loss: 2.0775, grad_norm: 2.3604 2020-09-11 19:33:32,599 - mmaction - INFO - Epoch [58][320/627] lr: 6.000e-02, eta: 16:44:53, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7421, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.3494 2020-09-11 19:33:53,128 - mmaction - INFO - Epoch [58][340/627] lr: 6.000e-02, eta: 16:44:32, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7467, loss_cls: 2.0858, loss: 2.0858, grad_norm: 2.3580 2020-09-11 19:34:13,734 - mmaction - INFO - Epoch [58][360/627] lr: 6.000e-02, eta: 16:44:11, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7365, loss_cls: 2.1075, loss: 2.1075, grad_norm: 2.3714 2020-09-11 19:34:34,317 - mmaction - INFO - Epoch [58][380/627] lr: 6.000e-02, eta: 16:43:50, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7421, loss_cls: 2.1375, loss: 2.1375, grad_norm: 2.4528 2020-09-11 19:34:54,877 - mmaction - INFO - Epoch [58][400/627] lr: 6.000e-02, eta: 16:43:29, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7417, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.3653 2020-09-11 19:35:15,504 - mmaction - INFO - Epoch [58][420/627] lr: 6.000e-02, eta: 16:43:08, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5046, top5_acc: 0.7415, loss_cls: 2.1440, loss: 2.1440, grad_norm: 2.3895 2020-09-11 19:35:36,027 - mmaction - INFO - Epoch [58][440/627] lr: 6.000e-02, eta: 16:42:47, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7457, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.3972 2020-09-11 19:35:56,599 - mmaction - INFO - Epoch [58][460/627] lr: 6.000e-02, eta: 16:42:25, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5103, top5_acc: 0.7378, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.3677 2020-09-11 19:36:17,200 - mmaction - INFO - Epoch [58][480/627] lr: 6.000e-02, eta: 16:42:04, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7380, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.3946 2020-09-11 19:36:37,709 - mmaction - INFO - Epoch [58][500/627] lr: 6.000e-02, eta: 16:41:43, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7398, loss_cls: 2.1102, loss: 2.1102, grad_norm: 2.4011 2020-09-11 19:36:58,192 - mmaction - INFO - Epoch [58][520/627] lr: 6.000e-02, eta: 16:41:22, time: 1.018, data_time: 0.007, memory: 8470, top1_acc: 0.5142, top5_acc: 0.7477, loss_cls: 2.1131, loss: 2.1131, grad_norm: 2.4230 2020-09-11 19:37:18,832 - mmaction - INFO - Epoch [58][540/627] lr: 6.000e-02, eta: 16:41:01, time: 1.037, data_time: 0.011, memory: 8470, top1_acc: 0.5040, top5_acc: 0.7387, loss_cls: 2.1508, loss: 2.1508, grad_norm: 2.4401 2020-09-11 19:37:39,278 - mmaction - INFO - Epoch [58][560/627] lr: 6.000e-02, eta: 16:40:39, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.5142, top5_acc: 0.7492, loss_cls: 2.1203, loss: 2.1203, grad_norm: 2.4116 2020-09-11 19:37:59,814 - mmaction - INFO - Epoch [58][580/627] lr: 6.000e-02, eta: 16:40:18, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7329, loss_cls: 2.1763, loss: 2.1763, grad_norm: 2.4001 2020-09-11 19:38:20,326 - mmaction - INFO - Epoch [58][600/627] lr: 6.000e-02, eta: 16:39:57, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5113, top5_acc: 0.7396, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.3941 2020-09-11 19:38:40,876 - mmaction - INFO - Epoch [58][620/627] lr: 6.000e-02, eta: 16:39:36, time: 1.026, data_time: 0.002, memory: 8470, top1_acc: 0.5109, top5_acc: 0.7436, loss_cls: 2.1173, loss: 2.1173, grad_norm: 2.3819 2020-09-11 19:39:18,612 - mmaction - INFO - Epoch [59][20/627] lr: 6.000e-02, eta: 16:39:14, time: 1.600, data_time: 0.533, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7439, loss_cls: 2.1274, loss: 2.1274, grad_norm: 2.3391 2020-09-11 19:39:39,181 - mmaction - INFO - Epoch [59][40/627] lr: 6.000e-02, eta: 16:38:53, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5118, top5_acc: 0.7424, loss_cls: 2.1143, loss: 2.1143, grad_norm: 2.4150 2020-09-11 19:39:59,706 - mmaction - INFO - Epoch [59][60/627] lr: 6.000e-02, eta: 16:38:31, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7487, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.3884 2020-09-11 19:40:20,174 - mmaction - INFO - Epoch [59][80/627] lr: 6.000e-02, eta: 16:38:10, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5229, top5_acc: 0.7527, loss_cls: 2.0714, loss: 2.0714, grad_norm: 2.3762 2020-09-11 19:40:40,696 - mmaction - INFO - Epoch [59][100/627] lr: 6.000e-02, eta: 16:37:49, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7564, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.3826 2020-09-11 19:41:01,306 - mmaction - INFO - Epoch [59][120/627] lr: 6.000e-02, eta: 16:37:28, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5249, top5_acc: 0.7462, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.3931 2020-09-11 19:41:21,922 - mmaction - INFO - Epoch [59][140/627] lr: 6.000e-02, eta: 16:37:07, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7461, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.4108 2020-09-11 19:41:42,450 - mmaction - INFO - Epoch [59][160/627] lr: 6.000e-02, eta: 16:36:46, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7470, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.3907 2020-09-11 19:42:03,049 - mmaction - INFO - Epoch [59][180/627] lr: 6.000e-02, eta: 16:36:25, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7430, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.3566 2020-09-11 19:42:23,644 - mmaction - INFO - Epoch [59][200/627] lr: 6.000e-02, eta: 16:36:03, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7466, loss_cls: 2.1098, loss: 2.1098, grad_norm: 2.3906 2020-09-11 19:42:44,230 - mmaction - INFO - Epoch [59][220/627] lr: 6.000e-02, eta: 16:35:42, time: 1.040, data_time: 0.018, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7464, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.3991 2020-09-11 19:43:04,813 - mmaction - INFO - Epoch [59][240/627] lr: 6.000e-02, eta: 16:35:21, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.5099, top5_acc: 0.7329, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.4077 2020-09-11 19:43:25,386 - mmaction - INFO - Epoch [59][260/627] lr: 6.000e-02, eta: 16:35:00, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7551, loss_cls: 2.0830, loss: 2.0830, grad_norm: 2.3651 2020-09-11 19:43:45,975 - mmaction - INFO - Epoch [59][280/627] lr: 6.000e-02, eta: 16:34:39, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7388, loss_cls: 2.1381, loss: 2.1381, grad_norm: 2.3484 2020-09-11 19:44:06,489 - mmaction - INFO - Epoch [59][300/627] lr: 6.000e-02, eta: 16:34:18, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5272, top5_acc: 0.7444, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.3810 2020-09-11 19:44:27,028 - mmaction - INFO - Epoch [59][320/627] lr: 6.000e-02, eta: 16:33:56, time: 1.025, data_time: 0.012, memory: 8470, top1_acc: 0.5126, top5_acc: 0.7342, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.4249 2020-09-11 19:44:47,625 - mmaction - INFO - Epoch [59][340/627] lr: 6.000e-02, eta: 16:33:35, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.5099, top5_acc: 0.7413, loss_cls: 2.1253, loss: 2.1253, grad_norm: 2.4042 2020-09-11 19:45:08,138 - mmaction - INFO - Epoch [59][360/627] lr: 6.000e-02, eta: 16:33:14, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7421, loss_cls: 2.1087, loss: 2.1087, grad_norm: 2.3449 2020-09-11 19:45:28,778 - mmaction - INFO - Epoch [59][380/627] lr: 6.000e-02, eta: 16:32:53, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7504, loss_cls: 2.0841, loss: 2.0841, grad_norm: 2.3775 2020-09-11 19:45:49,243 - mmaction - INFO - Epoch [59][400/627] lr: 6.000e-02, eta: 16:32:32, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7483, loss_cls: 2.0939, loss: 2.0939, grad_norm: 2.3947 2020-09-11 19:46:09,840 - mmaction - INFO - Epoch [59][420/627] lr: 6.000e-02, eta: 16:32:11, time: 1.026, data_time: 0.002, memory: 8470, top1_acc: 0.5138, top5_acc: 0.7401, loss_cls: 2.1489, loss: 2.1489, grad_norm: 2.3829 2020-09-11 19:46:30,488 - mmaction - INFO - Epoch [59][440/627] lr: 6.000e-02, eta: 16:31:49, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7441, loss_cls: 2.1197, loss: 2.1197, grad_norm: 2.4019 2020-09-11 19:46:51,038 - mmaction - INFO - Epoch [59][460/627] lr: 6.000e-02, eta: 16:31:28, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7419, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.3503 2020-09-11 19:47:11,672 - mmaction - INFO - Epoch [59][480/627] lr: 6.000e-02, eta: 16:31:07, time: 1.035, data_time: 0.010, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7490, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.3927 2020-09-11 19:47:32,270 - mmaction - INFO - Epoch [59][500/627] lr: 6.000e-02, eta: 16:30:46, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7380, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.3996 2020-09-11 19:47:52,875 - mmaction - INFO - Epoch [59][520/627] lr: 6.000e-02, eta: 16:30:25, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7432, loss_cls: 2.1008, loss: 2.1008, grad_norm: 2.3639 2020-09-11 19:48:13,452 - mmaction - INFO - Epoch [59][540/627] lr: 6.000e-02, eta: 16:30:04, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7480, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.3594 2020-09-11 19:48:34,002 - mmaction - INFO - Epoch [59][560/627] lr: 6.000e-02, eta: 16:29:43, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7354, loss_cls: 2.1528, loss: 2.1528, grad_norm: 2.4280 2020-09-11 19:48:54,550 - mmaction - INFO - Epoch [59][580/627] lr: 6.000e-02, eta: 16:29:22, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5120, top5_acc: 0.7404, loss_cls: 2.1171, loss: 2.1171, grad_norm: 2.3813 2020-09-11 19:49:15,132 - mmaction - INFO - Epoch [59][600/627] lr: 6.000e-02, eta: 16:29:01, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5188, top5_acc: 0.7466, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.3719 2020-09-11 19:49:35,615 - mmaction - INFO - Epoch [59][620/627] lr: 6.000e-02, eta: 16:28:39, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7497, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.3580 2020-09-11 19:50:13,283 - mmaction - INFO - Epoch [60][20/627] lr: 6.000e-02, eta: 16:28:17, time: 1.597, data_time: 0.561, memory: 8470, top1_acc: 0.5297, top5_acc: 0.7484, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.3611 2020-09-11 19:50:33,786 - mmaction - INFO - Epoch [60][40/627] lr: 6.000e-02, eta: 16:27:56, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7536, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.4049 2020-09-11 19:50:54,324 - mmaction - INFO - Epoch [60][60/627] lr: 6.000e-02, eta: 16:27:35, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7503, loss_cls: 2.0751, loss: 2.0751, grad_norm: 2.3786 2020-09-11 19:51:14,919 - mmaction - INFO - Epoch [60][80/627] lr: 6.000e-02, eta: 16:27:14, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7397, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.3703 2020-09-11 19:51:35,439 - mmaction - INFO - Epoch [60][100/627] lr: 6.000e-02, eta: 16:26:52, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7477, loss_cls: 2.0789, loss: 2.0789, grad_norm: 2.3790 2020-09-11 19:51:55,988 - mmaction - INFO - Epoch [60][120/627] lr: 6.000e-02, eta: 16:26:31, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5246, top5_acc: 0.7473, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.3690 2020-09-11 19:52:16,512 - mmaction - INFO - Epoch [60][140/627] lr: 6.000e-02, eta: 16:26:10, time: 1.021, data_time: 0.009, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7504, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.4013 2020-09-11 19:52:36,951 - mmaction - INFO - Epoch [60][160/627] lr: 6.000e-02, eta: 16:25:49, time: 1.029, data_time: 0.015, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7449, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.4055 2020-09-11 19:52:57,549 - mmaction - INFO - Epoch [60][180/627] lr: 6.000e-02, eta: 16:25:28, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7400, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.4138 2020-09-11 19:53:18,146 - mmaction - INFO - Epoch [60][200/627] lr: 6.000e-02, eta: 16:25:07, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7475, loss_cls: 2.1098, loss: 2.1098, grad_norm: 2.3671 2020-09-11 19:53:38,750 - mmaction - INFO - Epoch [60][220/627] lr: 6.000e-02, eta: 16:24:46, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7492, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.3856 2020-09-11 19:53:59,287 - mmaction - INFO - Epoch [60][240/627] lr: 6.000e-02, eta: 16:24:24, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7523, loss_cls: 2.0896, loss: 2.0896, grad_norm: 2.4060 2020-09-11 19:54:19,684 - mmaction - INFO - Epoch [60][260/627] lr: 6.000e-02, eta: 16:24:03, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7393, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.3736 2020-09-11 19:54:40,270 - mmaction - INFO - Epoch [60][280/627] lr: 6.000e-02, eta: 16:23:42, time: 1.032, data_time: 0.014, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7384, loss_cls: 2.1388, loss: 2.1388, grad_norm: 2.4151 2020-09-11 19:55:00,713 - mmaction - INFO - Epoch [60][300/627] lr: 6.000e-02, eta: 16:23:21, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7443, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.3648 2020-09-11 19:55:21,186 - mmaction - INFO - Epoch [60][320/627] lr: 6.000e-02, eta: 16:22:59, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.5081, top5_acc: 0.7393, loss_cls: 2.1486, loss: 2.1486, grad_norm: 2.3825 2020-09-11 19:55:41,747 - mmaction - INFO - Epoch [60][340/627] lr: 6.000e-02, eta: 16:22:38, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7497, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.3864 2020-09-11 19:56:02,262 - mmaction - INFO - Epoch [60][360/627] lr: 6.000e-02, eta: 16:22:17, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7353, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.4011 2020-09-11 19:56:22,771 - mmaction - INFO - Epoch [60][380/627] lr: 6.000e-02, eta: 16:21:56, time: 1.027, data_time: 0.012, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7479, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.3564 2020-09-11 19:56:43,274 - mmaction - INFO - Epoch [60][400/627] lr: 6.000e-02, eta: 16:21:34, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5064, top5_acc: 0.7370, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.3926 2020-09-11 19:57:03,897 - mmaction - INFO - Epoch [60][420/627] lr: 6.000e-02, eta: 16:21:13, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7536, loss_cls: 2.0612, loss: 2.0612, grad_norm: 2.3534 2020-09-11 19:57:24,519 - mmaction - INFO - Epoch [60][440/627] lr: 6.000e-02, eta: 16:20:52, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.5177, top5_acc: 0.7482, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.3693 2020-09-11 19:57:44,992 - mmaction - INFO - Epoch [60][460/627] lr: 6.000e-02, eta: 16:20:31, time: 1.017, data_time: 0.008, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7371, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.3796 2020-09-11 19:58:05,487 - mmaction - INFO - Epoch [60][480/627] lr: 6.000e-02, eta: 16:20:10, time: 1.033, data_time: 0.015, memory: 8470, top1_acc: 0.5066, top5_acc: 0.7437, loss_cls: 2.1348, loss: 2.1348, grad_norm: 2.3738 2020-09-11 19:58:26,030 - mmaction - INFO - Epoch [60][500/627] lr: 6.000e-02, eta: 16:19:49, time: 1.026, data_time: 0.002, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7449, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.3837 2020-09-11 19:58:46,638 - mmaction - INFO - Epoch [60][520/627] lr: 6.000e-02, eta: 16:19:28, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7431, loss_cls: 2.1225, loss: 2.1225, grad_norm: 2.3510 2020-09-11 19:59:07,058 - mmaction - INFO - Epoch [60][540/627] lr: 6.000e-02, eta: 16:19:06, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7439, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.3476 2020-09-11 19:59:27,626 - mmaction - INFO - Epoch [60][560/627] lr: 6.000e-02, eta: 16:18:45, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5013, top5_acc: 0.7348, loss_cls: 2.1539, loss: 2.1539, grad_norm: 2.4010 2020-09-11 19:59:48,254 - mmaction - INFO - Epoch [60][580/627] lr: 6.000e-02, eta: 16:18:24, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.5187, top5_acc: 0.7405, loss_cls: 2.1180, loss: 2.1180, grad_norm: 2.3728 2020-09-11 20:00:08,761 - mmaction - INFO - Epoch [60][600/627] lr: 6.000e-02, eta: 16:18:03, time: 1.021, data_time: 0.010, memory: 8470, top1_acc: 0.5044, top5_acc: 0.7430, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.3914 2020-09-11 20:00:29,470 - mmaction - INFO - Epoch [60][620/627] lr: 6.000e-02, eta: 16:17:42, time: 1.040, data_time: 0.016, memory: 8470, top1_acc: 0.5142, top5_acc: 0.7406, loss_cls: 2.1369, loss: 2.1369, grad_norm: 2.3622 2020-09-11 20:00:52,583 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-09-11 20:01:58,274 - mmaction - INFO - Epoch [61][20/627] lr: 6.000e-02, eta: 16:18:07, time: 3.168, data_time: 2.097, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0703, loss: 2.0703, grad_norm: 2.3256 2020-09-11 20:02:18,598 - mmaction - INFO - Epoch [61][40/627] lr: 6.000e-02, eta: 16:17:45, time: 1.015, data_time: 0.006, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7527, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.3853 2020-09-11 20:02:39,129 - mmaction - INFO - Epoch [61][60/627] lr: 6.000e-02, eta: 16:17:24, time: 1.026, data_time: 0.017, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7464, loss_cls: 2.1033, loss: 2.1033, grad_norm: 2.4140 2020-09-11 20:02:59,581 - mmaction - INFO - Epoch [61][80/627] lr: 6.000e-02, eta: 16:17:03, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7462, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.3662 2020-09-11 20:03:20,180 - mmaction - INFO - Epoch [61][100/627] lr: 6.000e-02, eta: 16:16:41, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7428, loss_cls: 2.0824, loss: 2.0824, grad_norm: 2.3771 2020-09-11 20:03:40,665 - mmaction - INFO - Epoch [61][120/627] lr: 6.000e-02, eta: 16:16:20, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.5132, top5_acc: 0.7445, loss_cls: 2.1281, loss: 2.1281, grad_norm: 2.4030 2020-09-11 20:04:01,114 - mmaction - INFO - Epoch [61][140/627] lr: 6.000e-02, eta: 16:15:59, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7596, loss_cls: 2.0551, loss: 2.0551, grad_norm: 2.3834 2020-09-11 20:04:21,579 - mmaction - INFO - Epoch [61][160/627] lr: 6.000e-02, eta: 16:15:38, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7525, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.3972 2020-09-11 20:04:42,071 - mmaction - INFO - Epoch [61][180/627] lr: 6.000e-02, eta: 16:15:16, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7543, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.3801 2020-09-11 20:05:02,571 - mmaction - INFO - Epoch [61][200/627] lr: 6.000e-02, eta: 16:14:55, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7427, loss_cls: 2.1227, loss: 2.1227, grad_norm: 2.4178 2020-09-11 20:05:23,125 - mmaction - INFO - Epoch [61][220/627] lr: 6.000e-02, eta: 16:14:34, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5160, top5_acc: 0.7473, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.4333 2020-09-11 20:05:43,779 - mmaction - INFO - Epoch [61][240/627] lr: 6.000e-02, eta: 16:14:13, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7414, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.3741 2020-09-11 20:06:04,310 - mmaction - INFO - Epoch [61][260/627] lr: 6.000e-02, eta: 16:13:52, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7415, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.4412 2020-09-11 20:06:24,928 - mmaction - INFO - Epoch [61][280/627] lr: 6.000e-02, eta: 16:13:30, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.4996, top5_acc: 0.7354, loss_cls: 2.1625, loss: 2.1625, grad_norm: 2.4075 2020-09-11 20:06:45,524 - mmaction - INFO - Epoch [61][300/627] lr: 6.000e-02, eta: 16:13:10, time: 1.040, data_time: 0.017, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7457, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.3809 2020-09-11 20:07:06,004 - mmaction - INFO - Epoch [61][320/627] lr: 6.000e-02, eta: 16:12:48, time: 1.020, data_time: 0.002, memory: 8470, top1_acc: 0.5134, top5_acc: 0.7398, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.3698 2020-09-11 20:07:26,506 - mmaction - INFO - Epoch [61][340/627] lr: 6.000e-02, eta: 16:12:27, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7421, loss_cls: 2.1143, loss: 2.1143, grad_norm: 2.3557 2020-09-11 20:07:47,047 - mmaction - INFO - Epoch [61][360/627] lr: 6.000e-02, eta: 16:12:06, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.4336 2020-09-11 20:08:07,734 - mmaction - INFO - Epoch [61][380/627] lr: 6.000e-02, eta: 16:11:45, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7452, loss_cls: 2.1286, loss: 2.1286, grad_norm: 2.4704 2020-09-11 20:08:28,352 - mmaction - INFO - Epoch [61][400/627] lr: 6.000e-02, eta: 16:11:24, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7456, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.3843 2020-09-11 20:08:48,978 - mmaction - INFO - Epoch [61][420/627] lr: 6.000e-02, eta: 16:11:03, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7479, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.3821 2020-09-11 20:09:09,485 - mmaction - INFO - Epoch [61][440/627] lr: 6.000e-02, eta: 16:10:41, time: 1.018, data_time: 0.007, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7456, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.4227 2020-09-11 20:09:30,034 - mmaction - INFO - Epoch [61][460/627] lr: 6.000e-02, eta: 16:10:20, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.5090, top5_acc: 0.7427, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.3881 2020-09-11 20:09:50,610 - mmaction - INFO - Epoch [61][480/627] lr: 6.000e-02, eta: 16:09:59, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7501, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.3860 2020-09-11 20:10:11,193 - mmaction - INFO - Epoch [61][500/627] lr: 6.000e-02, eta: 16:09:38, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.4082 2020-09-11 20:10:31,756 - mmaction - INFO - Epoch [61][520/627] lr: 6.000e-02, eta: 16:09:17, time: 1.033, data_time: 0.015, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7382, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.3895 2020-09-11 20:10:52,390 - mmaction - INFO - Epoch [61][540/627] lr: 6.000e-02, eta: 16:08:56, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.5243, top5_acc: 0.7437, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.4173 2020-09-11 20:11:12,894 - mmaction - INFO - Epoch [61][560/627] lr: 6.000e-02, eta: 16:08:34, time: 1.018, data_time: 0.009, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7367, loss_cls: 2.1433, loss: 2.1433, grad_norm: 2.3955 2020-09-11 20:11:33,374 - mmaction - INFO - Epoch [61][580/627] lr: 6.000e-02, eta: 16:08:13, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.5138, top5_acc: 0.7499, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.3912 2020-09-11 20:11:53,919 - mmaction - INFO - Epoch [61][600/627] lr: 6.000e-02, eta: 16:07:52, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7488, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.3931 2020-09-11 20:12:14,574 - mmaction - INFO - Epoch [61][620/627] lr: 6.000e-02, eta: 16:07:31, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7432, loss_cls: 2.1288, loss: 2.1288, grad_norm: 2.4142 2020-09-11 20:12:53,029 - mmaction - INFO - Epoch [62][20/627] lr: 6.000e-02, eta: 16:07:10, time: 1.638, data_time: 0.505, memory: 8470, top1_acc: 0.5113, top5_acc: 0.7526, loss_cls: 2.1071, loss: 2.1071, grad_norm: 2.4403 2020-09-11 20:13:13,602 - mmaction - INFO - Epoch [62][40/627] lr: 6.000e-02, eta: 16:06:48, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7451, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.3724 2020-09-11 20:13:34,147 - mmaction - INFO - Epoch [62][60/627] lr: 6.000e-02, eta: 16:06:28, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7484, loss_cls: 2.0908, loss: 2.0908, grad_norm: 2.3728 2020-09-11 20:13:54,635 - mmaction - INFO - Epoch [62][80/627] lr: 6.000e-02, eta: 16:06:06, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7480, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.3972 2020-09-11 20:14:15,243 - mmaction - INFO - Epoch [62][100/627] lr: 6.000e-02, eta: 16:05:45, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7501, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.4315 2020-09-11 20:14:35,861 - mmaction - INFO - Epoch [62][120/627] lr: 6.000e-02, eta: 16:05:24, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7520, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.3785 2020-09-11 20:14:56,413 - mmaction - INFO - Epoch [62][140/627] lr: 6.000e-02, eta: 16:05:03, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7434, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.4316 2020-09-11 20:15:17,047 - mmaction - INFO - Epoch [62][160/627] lr: 6.000e-02, eta: 16:04:42, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.3905 2020-09-11 20:15:37,582 - mmaction - INFO - Epoch [62][180/627] lr: 6.000e-02, eta: 16:04:21, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7505, loss_cls: 2.0803, loss: 2.0803, grad_norm: 2.4029 2020-09-11 20:15:58,083 - mmaction - INFO - Epoch [62][200/627] lr: 6.000e-02, eta: 16:03:59, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7469, loss_cls: 2.1096, loss: 2.1096, grad_norm: 2.4002 2020-09-11 20:16:18,655 - mmaction - INFO - Epoch [62][220/627] lr: 6.000e-02, eta: 16:03:38, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7499, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.4599 2020-09-11 20:16:39,093 - mmaction - INFO - Epoch [62][240/627] lr: 6.000e-02, eta: 16:03:17, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.5303, top5_acc: 0.7521, loss_cls: 2.0603, loss: 2.0603, grad_norm: 2.3843 2020-09-11 20:16:59,580 - mmaction - INFO - Epoch [62][260/627] lr: 6.000e-02, eta: 16:02:56, time: 1.020, data_time: 0.013, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7457, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.4028 2020-09-11 20:17:20,209 - mmaction - INFO - Epoch [62][280/627] lr: 6.000e-02, eta: 16:02:34, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7434, loss_cls: 2.0975, loss: 2.0975, grad_norm: 2.3832 2020-09-11 20:17:40,842 - mmaction - INFO - Epoch [62][300/627] lr: 6.000e-02, eta: 16:02:14, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7609, loss_cls: 2.0136, loss: 2.0136, grad_norm: 2.3854 2020-09-11 20:18:01,442 - mmaction - INFO - Epoch [62][320/627] lr: 6.000e-02, eta: 16:01:53, time: 1.031, data_time: 0.003, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7444, loss_cls: 2.0984, loss: 2.0984, grad_norm: 2.3840 2020-09-11 20:18:21,999 - mmaction - INFO - Epoch [62][340/627] lr: 6.000e-02, eta: 16:01:31, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5073, top5_acc: 0.7417, loss_cls: 2.1557, loss: 2.1557, grad_norm: 2.3966 2020-09-11 20:18:42,471 - mmaction - INFO - Epoch [62][360/627] lr: 6.000e-02, eta: 16:01:10, time: 1.022, data_time: 0.013, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7436, loss_cls: 2.1446, loss: 2.1446, grad_norm: 2.3578 2020-09-11 20:19:02,996 - mmaction - INFO - Epoch [62][380/627] lr: 6.000e-02, eta: 16:00:49, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5215, top5_acc: 0.7477, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.3849 2020-09-11 20:19:23,506 - mmaction - INFO - Epoch [62][400/627] lr: 6.000e-02, eta: 16:00:28, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7357, loss_cls: 2.1525, loss: 2.1525, grad_norm: 2.4102 2020-09-11 20:19:43,997 - mmaction - INFO - Epoch [62][420/627] lr: 6.000e-02, eta: 16:00:06, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7477, loss_cls: 2.0875, loss: 2.0875, grad_norm: 2.3629 2020-09-11 20:20:04,560 - mmaction - INFO - Epoch [62][440/627] lr: 6.000e-02, eta: 15:59:45, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5121, top5_acc: 0.7408, loss_cls: 2.1329, loss: 2.1329, grad_norm: 2.3854 2020-09-11 20:20:24,959 - mmaction - INFO - Epoch [62][460/627] lr: 6.000e-02, eta: 15:59:24, time: 1.019, data_time: 0.002, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7466, loss_cls: 2.0984, loss: 2.0984, grad_norm: 2.3701 2020-09-11 20:20:45,509 - mmaction - INFO - Epoch [62][480/627] lr: 6.000e-02, eta: 15:59:03, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.5077, top5_acc: 0.7379, loss_cls: 2.1392, loss: 2.1392, grad_norm: 2.4137 2020-09-11 20:21:06,003 - mmaction - INFO - Epoch [62][500/627] lr: 6.000e-02, eta: 15:58:41, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.5092, top5_acc: 0.7367, loss_cls: 2.1353, loss: 2.1353, grad_norm: 2.4062 2020-09-11 20:21:26,427 - mmaction - INFO - Epoch [62][520/627] lr: 6.000e-02, eta: 15:58:20, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7441, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.3700 2020-09-11 20:21:47,126 - mmaction - INFO - Epoch [62][540/627] lr: 6.000e-02, eta: 15:57:59, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.5186, top5_acc: 0.7423, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.3688 2020-09-11 20:22:07,616 - mmaction - INFO - Epoch [62][560/627] lr: 6.000e-02, eta: 15:57:38, time: 1.015, data_time: 0.009, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7490, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.4075 2020-09-11 20:22:28,050 - mmaction - INFO - Epoch [62][580/627] lr: 6.000e-02, eta: 15:57:17, time: 1.032, data_time: 0.017, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7505, loss_cls: 2.0810, loss: 2.0810, grad_norm: 2.3753 2020-09-11 20:22:48,575 - mmaction - INFO - Epoch [62][600/627] lr: 6.000e-02, eta: 15:56:55, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7521, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.3839 2020-09-11 20:23:09,060 - mmaction - INFO - Epoch [62][620/627] lr: 6.000e-02, eta: 15:56:34, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.5025, top5_acc: 0.7359, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.3913 2020-09-11 20:23:46,885 - mmaction - INFO - Epoch [63][20/627] lr: 6.000e-02, eta: 15:56:12, time: 1.603, data_time: 0.449, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7434, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.3986 2020-09-11 20:24:07,501 - mmaction - INFO - Epoch [63][40/627] lr: 6.000e-02, eta: 15:55:51, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.5297, top5_acc: 0.7490, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.4054 2020-09-11 20:24:28,091 - mmaction - INFO - Epoch [63][60/627] lr: 6.000e-02, eta: 15:55:30, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5296, top5_acc: 0.7482, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.3794 2020-09-11 20:24:48,580 - mmaction - INFO - Epoch [63][80/627] lr: 6.000e-02, eta: 15:55:08, time: 1.015, data_time: 0.008, memory: 8470, top1_acc: 0.5323, top5_acc: 0.7522, loss_cls: 2.0474, loss: 2.0474, grad_norm: 2.4185 2020-09-11 20:25:09,086 - mmaction - INFO - Epoch [63][100/627] lr: 6.000e-02, eta: 15:54:47, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7467, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.3685 2020-09-11 20:25:29,607 - mmaction - INFO - Epoch [63][120/627] lr: 6.000e-02, eta: 15:54:26, time: 1.017, data_time: 0.007, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7474, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.3981 2020-09-11 20:25:50,207 - mmaction - INFO - Epoch [63][140/627] lr: 6.000e-02, eta: 15:54:05, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7504, loss_cls: 2.0748, loss: 2.0748, grad_norm: 2.4032 2020-09-11 20:26:10,762 - mmaction - INFO - Epoch [63][160/627] lr: 6.000e-02, eta: 15:53:43, time: 1.029, data_time: 0.015, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7435, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.3951 2020-09-11 20:26:31,294 - mmaction - INFO - Epoch [63][180/627] lr: 6.000e-02, eta: 15:53:22, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7454, loss_cls: 2.0861, loss: 2.0861, grad_norm: 2.3979 2020-09-11 20:26:51,868 - mmaction - INFO - Epoch [63][200/627] lr: 6.000e-02, eta: 15:53:01, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5297, top5_acc: 0.7549, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.3346 2020-09-11 20:27:12,508 - mmaction - INFO - Epoch [63][220/627] lr: 6.000e-02, eta: 15:52:40, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7462, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.3919 2020-09-11 20:27:33,094 - mmaction - INFO - Epoch [63][240/627] lr: 6.000e-02, eta: 15:52:19, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.5085, top5_acc: 0.7421, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.4133 2020-09-11 20:27:53,613 - mmaction - INFO - Epoch [63][260/627] lr: 6.000e-02, eta: 15:51:58, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7418, loss_cls: 2.1221, loss: 2.1221, grad_norm: 2.3807 2020-09-11 20:28:14,253 - mmaction - INFO - Epoch [63][280/627] lr: 6.000e-02, eta: 15:51:37, time: 1.031, data_time: 0.003, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7568, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.4093 2020-09-11 20:28:34,815 - mmaction - INFO - Epoch [63][300/627] lr: 6.000e-02, eta: 15:51:16, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7536, loss_cls: 2.0458, loss: 2.0458, grad_norm: 2.3645 2020-09-11 20:28:55,352 - mmaction - INFO - Epoch [63][320/627] lr: 6.000e-02, eta: 15:50:54, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7424, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.4302 2020-09-11 20:29:15,957 - mmaction - INFO - Epoch [63][340/627] lr: 6.000e-02, eta: 15:50:33, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7398, loss_cls: 2.1246, loss: 2.1246, grad_norm: 2.3971 2020-09-11 20:29:36,594 - mmaction - INFO - Epoch [63][360/627] lr: 6.000e-02, eta: 15:50:13, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7443, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.3622 2020-09-11 20:29:57,159 - mmaction - INFO - Epoch [63][380/627] lr: 6.000e-02, eta: 15:49:51, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7367, loss_cls: 2.1506, loss: 2.1506, grad_norm: 2.4380 2020-09-11 20:30:17,621 - mmaction - INFO - Epoch [63][400/627] lr: 6.000e-02, eta: 15:49:30, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7395, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.4244 2020-09-11 20:30:37,972 - mmaction - INFO - Epoch [63][420/627] lr: 6.000e-02, eta: 15:49:09, time: 1.021, data_time: 0.014, memory: 8470, top1_acc: 0.5051, top5_acc: 0.7437, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.3781 2020-09-11 20:30:58,464 - mmaction - INFO - Epoch [63][440/627] lr: 6.000e-02, eta: 15:48:47, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7486, loss_cls: 2.0779, loss: 2.0779, grad_norm: 2.3725 2020-09-11 20:31:19,054 - mmaction - INFO - Epoch [63][460/627] lr: 6.000e-02, eta: 15:48:26, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7444, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.3974 2020-09-11 20:31:39,686 - mmaction - INFO - Epoch [63][480/627] lr: 6.000e-02, eta: 15:48:05, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5160, top5_acc: 0.7374, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.3908 2020-09-11 20:32:00,253 - mmaction - INFO - Epoch [63][500/627] lr: 6.000e-02, eta: 15:47:44, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.5245, top5_acc: 0.7467, loss_cls: 2.0981, loss: 2.0981, grad_norm: 2.3848 2020-09-11 20:32:20,774 - mmaction - INFO - Epoch [63][520/627] lr: 6.000e-02, eta: 15:47:23, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5059, top5_acc: 0.7406, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.4396 2020-09-11 20:32:41,337 - mmaction - INFO - Epoch [63][540/627] lr: 6.000e-02, eta: 15:47:02, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7417, loss_cls: 2.1066, loss: 2.1066, grad_norm: 2.4039 2020-09-11 20:33:01,985 - mmaction - INFO - Epoch [63][560/627] lr: 6.000e-02, eta: 15:46:41, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7418, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.3787 2020-09-11 20:33:22,549 - mmaction - INFO - Epoch [63][580/627] lr: 6.000e-02, eta: 15:46:20, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7424, loss_cls: 2.1092, loss: 2.1092, grad_norm: 2.4252 2020-09-11 20:33:43,127 - mmaction - INFO - Epoch [63][600/627] lr: 6.000e-02, eta: 15:45:59, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5229, top5_acc: 0.7479, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.3858 2020-09-11 20:34:03,717 - mmaction - INFO - Epoch [63][620/627] lr: 6.000e-02, eta: 15:45:37, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7409, loss_cls: 2.1188, loss: 2.1188, grad_norm: 2.3900 2020-09-11 20:34:41,674 - mmaction - INFO - Epoch [64][20/627] lr: 6.000e-02, eta: 15:45:15, time: 1.611, data_time: 0.504, memory: 8470, top1_acc: 0.5260, top5_acc: 0.7509, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.4423 2020-09-11 20:35:02,305 - mmaction - INFO - Epoch [64][40/627] lr: 6.000e-02, eta: 15:44:54, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7458, loss_cls: 2.0908, loss: 2.0908, grad_norm: 2.4125 2020-09-11 20:35:22,868 - mmaction - INFO - Epoch [64][60/627] lr: 6.000e-02, eta: 15:44:33, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.5283, top5_acc: 0.7493, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.3867 2020-09-11 20:35:43,449 - mmaction - INFO - Epoch [64][80/627] lr: 6.000e-02, eta: 15:44:12, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7490, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.3913 2020-09-11 20:36:03,893 - mmaction - INFO - Epoch [64][100/627] lr: 6.000e-02, eta: 15:43:51, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7452, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.4206 2020-09-11 20:36:24,599 - mmaction - INFO - Epoch [64][120/627] lr: 6.000e-02, eta: 15:43:30, time: 1.033, data_time: 0.004, memory: 8470, top1_acc: 0.5237, top5_acc: 0.7516, loss_cls: 2.0474, loss: 2.0474, grad_norm: 2.3621 2020-09-11 20:36:45,150 - mmaction - INFO - Epoch [64][140/627] lr: 6.000e-02, eta: 15:43:08, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7497, loss_cls: 2.0903, loss: 2.0903, grad_norm: 2.3896 2020-09-11 20:37:05,791 - mmaction - INFO - Epoch [64][160/627] lr: 6.000e-02, eta: 15:42:47, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7517, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.3560 2020-09-11 20:37:26,359 - mmaction - INFO - Epoch [64][180/627] lr: 6.000e-02, eta: 15:42:26, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5143, top5_acc: 0.7432, loss_cls: 2.1054, loss: 2.1054, grad_norm: 2.4036 2020-09-11 20:37:46,863 - mmaction - INFO - Epoch [64][200/627] lr: 6.000e-02, eta: 15:42:05, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5061, top5_acc: 0.7411, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.3888 2020-09-11 20:38:07,424 - mmaction - INFO - Epoch [64][220/627] lr: 6.000e-02, eta: 15:41:44, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7475, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.3734 2020-09-11 20:38:27,995 - mmaction - INFO - Epoch [64][240/627] lr: 6.000e-02, eta: 15:41:23, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7522, loss_cls: 2.1128, loss: 2.1128, grad_norm: 2.4203 2020-09-11 20:38:48,487 - mmaction - INFO - Epoch [64][260/627] lr: 6.000e-02, eta: 15:41:01, time: 1.026, data_time: 0.015, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7451, loss_cls: 2.0831, loss: 2.0831, grad_norm: 2.4110 2020-09-11 20:39:09,067 - mmaction - INFO - Epoch [64][280/627] lr: 6.000e-02, eta: 15:40:40, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7457, loss_cls: 2.0837, loss: 2.0837, grad_norm: 2.3789 2020-09-11 20:39:29,622 - mmaction - INFO - Epoch [64][300/627] lr: 6.000e-02, eta: 15:40:19, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7475, loss_cls: 2.0885, loss: 2.0885, grad_norm: 2.4046 2020-09-11 20:39:50,172 - mmaction - INFO - Epoch [64][320/627] lr: 6.000e-02, eta: 15:39:58, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7408, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.4192 2020-09-11 20:40:10,791 - mmaction - INFO - Epoch [64][340/627] lr: 6.000e-02, eta: 15:39:37, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7436, loss_cls: 2.1170, loss: 2.1170, grad_norm: 2.4105 2020-09-11 20:40:31,374 - mmaction - INFO - Epoch [64][360/627] lr: 6.000e-02, eta: 15:39:16, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7368, loss_cls: 2.1268, loss: 2.1268, grad_norm: 2.4154 2020-09-11 20:40:51,866 - mmaction - INFO - Epoch [64][380/627] lr: 6.000e-02, eta: 15:38:55, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7430, loss_cls: 2.1233, loss: 2.1233, grad_norm: 2.3720 2020-09-11 20:41:12,397 - mmaction - INFO - Epoch [64][400/627] lr: 6.000e-02, eta: 15:38:34, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7512, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.3582 2020-09-11 20:41:32,930 - mmaction - INFO - Epoch [64][420/627] lr: 6.000e-02, eta: 15:38:13, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7434, loss_cls: 2.0948, loss: 2.0948, grad_norm: 2.4211 2020-09-11 20:41:53,467 - mmaction - INFO - Epoch [64][440/627] lr: 6.000e-02, eta: 15:37:51, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7513, loss_cls: 2.0878, loss: 2.0878, grad_norm: 2.3634 2020-09-11 20:42:14,116 - mmaction - INFO - Epoch [64][460/627] lr: 6.000e-02, eta: 15:37:30, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7569, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.3990 2020-09-11 20:42:34,661 - mmaction - INFO - Epoch [64][480/627] lr: 6.000e-02, eta: 15:37:09, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7454, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.3834 2020-09-11 20:42:55,150 - mmaction - INFO - Epoch [64][500/627] lr: 6.000e-02, eta: 15:36:48, time: 1.019, data_time: 0.012, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7409, loss_cls: 2.1247, loss: 2.1247, grad_norm: 2.4030 2020-09-11 20:43:15,735 - mmaction - INFO - Epoch [64][520/627] lr: 6.000e-02, eta: 15:36:27, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7454, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.4124 2020-09-11 20:43:36,251 - mmaction - INFO - Epoch [64][540/627] lr: 6.000e-02, eta: 15:36:06, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5143, top5_acc: 0.7454, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.4109 2020-09-11 20:43:56,842 - mmaction - INFO - Epoch [64][560/627] lr: 6.000e-02, eta: 15:35:45, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7453, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.3760 2020-09-11 20:44:17,375 - mmaction - INFO - Epoch [64][580/627] lr: 6.000e-02, eta: 15:35:24, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7469, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.4010 2020-09-11 20:44:37,886 - mmaction - INFO - Epoch [64][600/627] lr: 6.000e-02, eta: 15:35:02, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7443, loss_cls: 2.1355, loss: 2.1355, grad_norm: 2.4532 2020-09-11 20:44:58,490 - mmaction - INFO - Epoch [64][620/627] lr: 6.000e-02, eta: 15:34:41, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5051, top5_acc: 0.7385, loss_cls: 2.1525, loss: 2.1525, grad_norm: 2.4492 2020-09-11 20:45:36,000 - mmaction - INFO - Epoch [65][20/627] lr: 6.000e-02, eta: 15:34:18, time: 1.590, data_time: 0.430, memory: 8470, top1_acc: 0.5172, top5_acc: 0.7436, loss_cls: 2.1134, loss: 2.1134, grad_norm: 2.4222 2020-09-11 20:45:56,579 - mmaction - INFO - Epoch [65][40/627] lr: 6.000e-02, eta: 15:33:57, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7480, loss_cls: 2.0622, loss: 2.0622, grad_norm: 2.4019 2020-09-11 20:46:17,090 - mmaction - INFO - Epoch [65][60/627] lr: 6.000e-02, eta: 15:33:36, time: 1.025, data_time: 0.012, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7471, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.3863 2020-09-11 20:46:37,609 - mmaction - INFO - Epoch [65][80/627] lr: 6.000e-02, eta: 15:33:14, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5150, top5_acc: 0.7493, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.4034 2020-09-11 20:46:58,135 - mmaction - INFO - Epoch [65][100/627] lr: 6.000e-02, eta: 15:32:53, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5122, top5_acc: 0.7431, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.3983 2020-09-11 20:47:18,746 - mmaction - INFO - Epoch [65][120/627] lr: 6.000e-02, eta: 15:32:32, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5329, top5_acc: 0.7508, loss_cls: 2.0349, loss: 2.0349, grad_norm: 2.3502 2020-09-11 20:47:39,335 - mmaction - INFO - Epoch [65][140/627] lr: 6.000e-02, eta: 15:32:11, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5271, top5_acc: 0.7529, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.3648 2020-09-11 20:47:59,873 - mmaction - INFO - Epoch [65][160/627] lr: 6.000e-02, eta: 15:31:50, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7520, loss_cls: 2.0665, loss: 2.0665, grad_norm: 2.3824 2020-09-11 20:48:20,373 - mmaction - INFO - Epoch [65][180/627] lr: 6.000e-02, eta: 15:31:29, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7480, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.3949 2020-09-11 20:48:40,950 - mmaction - INFO - Epoch [65][200/627] lr: 6.000e-02, eta: 15:31:08, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5328, top5_acc: 0.7552, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.3778 2020-09-11 20:49:01,465 - mmaction - INFO - Epoch [65][220/627] lr: 6.000e-02, eta: 15:30:46, time: 1.021, data_time: 0.011, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7487, loss_cls: 2.0601, loss: 2.0601, grad_norm: 2.4064 2020-09-11 20:49:22,084 - mmaction - INFO - Epoch [65][240/627] lr: 6.000e-02, eta: 15:30:25, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7505, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.4233 2020-09-11 20:49:42,684 - mmaction - INFO - Epoch [65][260/627] lr: 6.000e-02, eta: 15:30:04, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.5249, top5_acc: 0.7542, loss_cls: 2.0499, loss: 2.0499, grad_norm: 2.4097 2020-09-11 20:50:03,235 - mmaction - INFO - Epoch [65][280/627] lr: 6.000e-02, eta: 15:29:43, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7542, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.3719 2020-09-11 20:50:23,848 - mmaction - INFO - Epoch [65][300/627] lr: 6.000e-02, eta: 15:29:22, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7440, loss_cls: 2.0991, loss: 2.0991, grad_norm: 2.3938 2020-09-11 20:50:44,388 - mmaction - INFO - Epoch [65][320/627] lr: 6.000e-02, eta: 15:29:01, time: 1.022, data_time: 0.011, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7533, loss_cls: 2.0643, loss: 2.0643, grad_norm: 2.4151 2020-09-11 20:51:04,821 - mmaction - INFO - Epoch [65][340/627] lr: 6.000e-02, eta: 15:28:40, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7488, loss_cls: 2.0950, loss: 2.0950, grad_norm: 2.4205 2020-09-11 20:51:25,324 - mmaction - INFO - Epoch [65][360/627] lr: 6.000e-02, eta: 15:28:19, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.5120, top5_acc: 0.7383, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.4430 2020-09-11 20:51:46,075 - mmaction - INFO - Epoch [65][380/627] lr: 6.000e-02, eta: 15:27:58, time: 1.038, data_time: 0.005, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7484, loss_cls: 2.1166, loss: 2.1166, grad_norm: 2.4099 2020-09-11 20:52:06,724 - mmaction - INFO - Epoch [65][400/627] lr: 6.000e-02, eta: 15:27:37, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7445, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.3858 2020-09-11 20:52:27,205 - mmaction - INFO - Epoch [65][420/627] lr: 6.000e-02, eta: 15:27:15, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.5237, top5_acc: 0.7492, loss_cls: 2.0739, loss: 2.0739, grad_norm: 2.4119 2020-09-11 20:52:47,752 - mmaction - INFO - Epoch [65][440/627] lr: 6.000e-02, eta: 15:26:54, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7456, loss_cls: 2.0949, loss: 2.0949, grad_norm: 2.3777 2020-09-11 20:53:08,327 - mmaction - INFO - Epoch [65][460/627] lr: 6.000e-02, eta: 15:26:33, time: 1.021, data_time: 0.012, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7382, loss_cls: 2.1269, loss: 2.1269, grad_norm: 2.4253 2020-09-11 20:53:28,834 - mmaction - INFO - Epoch [65][480/627] lr: 6.000e-02, eta: 15:26:12, time: 1.033, data_time: 0.017, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7440, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.3897 2020-09-11 20:53:49,391 - mmaction - INFO - Epoch [65][500/627] lr: 6.000e-02, eta: 15:25:51, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7484, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.3744 2020-09-11 20:54:09,916 - mmaction - INFO - Epoch [65][520/627] lr: 6.000e-02, eta: 15:25:30, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5132, top5_acc: 0.7444, loss_cls: 2.1254, loss: 2.1254, grad_norm: 2.4039 2020-09-11 20:54:30,547 - mmaction - INFO - Epoch [65][540/627] lr: 6.000e-02, eta: 15:25:09, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5092, top5_acc: 0.7391, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.3989 2020-09-11 20:54:51,091 - mmaction - INFO - Epoch [65][560/627] lr: 6.000e-02, eta: 15:24:48, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5121, top5_acc: 0.7418, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.3746 2020-09-11 20:55:11,557 - mmaction - INFO - Epoch [65][580/627] lr: 6.000e-02, eta: 15:24:26, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7552, loss_cls: 2.0632, loss: 2.0632, grad_norm: 2.3576 2020-09-11 20:55:32,067 - mmaction - INFO - Epoch [65][600/627] lr: 6.000e-02, eta: 15:24:05, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7424, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.4414 2020-09-11 20:55:52,629 - mmaction - INFO - Epoch [65][620/627] lr: 6.000e-02, eta: 15:23:44, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5121, top5_acc: 0.7393, loss_cls: 2.1551, loss: 2.1551, grad_norm: 2.4033 2020-09-11 20:55:58,264 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-09-11 20:56:30,010 - mmaction - INFO - Epoch [66][20/627] lr: 6.000e-02, eta: 15:23:19, time: 1.514, data_time: 0.472, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7620, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.4222 2020-09-11 20:56:50,555 - mmaction - INFO - Epoch [66][40/627] lr: 6.000e-02, eta: 15:22:58, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7487, loss_cls: 2.0780, loss: 2.0780, grad_norm: 2.3502 2020-09-11 20:57:11,052 - mmaction - INFO - Epoch [66][60/627] lr: 6.000e-02, eta: 15:22:37, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7479, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.3876 2020-09-11 20:57:31,617 - mmaction - INFO - Epoch [66][80/627] lr: 6.000e-02, eta: 15:22:16, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7587, loss_cls: 2.0505, loss: 2.0505, grad_norm: 2.3807 2020-09-11 20:57:52,148 - mmaction - INFO - Epoch [66][100/627] lr: 6.000e-02, eta: 15:21:55, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7507, loss_cls: 2.0455, loss: 2.0455, grad_norm: 2.3788 2020-09-11 20:58:12,776 - mmaction - INFO - Epoch [66][120/627] lr: 6.000e-02, eta: 15:21:33, time: 1.024, data_time: 0.011, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7408, loss_cls: 2.1559, loss: 2.1559, grad_norm: 2.4041 2020-09-11 20:58:33,374 - mmaction - INFO - Epoch [66][140/627] lr: 6.000e-02, eta: 15:21:13, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7470, loss_cls: 2.0867, loss: 2.0867, grad_norm: 2.4117 2020-09-11 20:58:53,906 - mmaction - INFO - Epoch [66][160/627] lr: 6.000e-02, eta: 15:20:51, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5268, top5_acc: 0.7526, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.3588 2020-09-11 20:59:14,519 - mmaction - INFO - Epoch [66][180/627] lr: 6.000e-02, eta: 15:20:30, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.5186, top5_acc: 0.7483, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.4348 2020-09-11 20:59:35,144 - mmaction - INFO - Epoch [66][200/627] lr: 6.000e-02, eta: 15:20:09, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7533, loss_cls: 2.0716, loss: 2.0716, grad_norm: 2.4103 2020-09-11 20:59:55,685 - mmaction - INFO - Epoch [66][220/627] lr: 6.000e-02, eta: 15:19:48, time: 1.036, data_time: 0.015, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7505, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.3846 2020-09-11 21:00:17,372 - mmaction - INFO - Epoch [66][240/627] lr: 6.000e-02, eta: 15:19:28, time: 1.070, data_time: 0.004, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7522, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.4294 2020-09-11 21:00:38,198 - mmaction - INFO - Epoch [66][260/627] lr: 6.000e-02, eta: 15:19:08, time: 1.048, data_time: 0.018, memory: 8470, top1_acc: 0.5160, top5_acc: 0.7499, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.4177 2020-09-11 21:00:58,683 - mmaction - INFO - Epoch [66][280/627] lr: 6.000e-02, eta: 15:18:47, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7372, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.4052 2020-09-11 21:01:19,319 - mmaction - INFO - Epoch [66][300/627] lr: 6.000e-02, eta: 15:18:26, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7473, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.3742 2020-09-11 21:01:39,863 - mmaction - INFO - Epoch [66][320/627] lr: 6.000e-02, eta: 15:18:05, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7477, loss_cls: 2.0987, loss: 2.0987, grad_norm: 2.3896 2020-09-11 21:02:00,413 - mmaction - INFO - Epoch [66][340/627] lr: 6.000e-02, eta: 15:17:43, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5259, top5_acc: 0.7501, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.3563 2020-09-11 21:02:20,958 - mmaction - INFO - Epoch [66][360/627] lr: 6.000e-02, eta: 15:17:22, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.5113, top5_acc: 0.7402, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.3778 2020-09-11 21:02:41,520 - mmaction - INFO - Epoch [66][380/627] lr: 6.000e-02, eta: 15:17:01, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7486, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.3826 2020-09-11 21:03:02,085 - mmaction - INFO - Epoch [66][400/627] lr: 6.000e-02, eta: 15:16:40, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7430, loss_cls: 2.1205, loss: 2.1205, grad_norm: 2.4017 2020-09-11 21:03:22,709 - mmaction - INFO - Epoch [66][420/627] lr: 6.000e-02, eta: 15:16:19, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7400, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.3604 2020-09-11 21:03:43,293 - mmaction - INFO - Epoch [66][440/627] lr: 6.000e-02, eta: 15:15:58, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7491, loss_cls: 2.0885, loss: 2.0885, grad_norm: 2.3851 2020-09-11 21:04:03,876 - mmaction - INFO - Epoch [66][460/627] lr: 6.000e-02, eta: 15:15:37, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7435, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.4031 2020-09-11 21:04:24,398 - mmaction - INFO - Epoch [66][480/627] lr: 6.000e-02, eta: 15:15:16, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7374, loss_cls: 2.1403, loss: 2.1403, grad_norm: 2.3987 2020-09-11 21:04:44,930 - mmaction - INFO - Epoch [66][500/627] lr: 6.000e-02, eta: 15:14:55, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7361, loss_cls: 2.1426, loss: 2.1426, grad_norm: 2.3916 2020-09-11 21:05:05,544 - mmaction - INFO - Epoch [66][520/627] lr: 6.000e-02, eta: 15:14:34, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7432, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.3461 2020-09-11 21:05:26,029 - mmaction - INFO - Epoch [66][540/627] lr: 6.000e-02, eta: 15:14:12, time: 1.015, data_time: 0.010, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7491, loss_cls: 2.0877, loss: 2.0877, grad_norm: 2.3485 2020-09-11 21:05:46,620 - mmaction - INFO - Epoch [66][560/627] lr: 6.000e-02, eta: 15:13:51, time: 1.034, data_time: 0.016, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7453, loss_cls: 2.0892, loss: 2.0892, grad_norm: 2.3699 2020-09-11 21:06:07,267 - mmaction - INFO - Epoch [66][580/627] lr: 6.000e-02, eta: 15:13:30, time: 1.039, data_time: 0.010, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7475, loss_cls: 2.0971, loss: 2.0971, grad_norm: 2.3729 2020-09-11 21:06:27,799 - mmaction - INFO - Epoch [66][600/627] lr: 6.000e-02, eta: 15:13:09, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7411, loss_cls: 2.1324, loss: 2.1324, grad_norm: 2.3636 2020-09-11 21:06:48,313 - mmaction - INFO - Epoch [66][620/627] lr: 6.000e-02, eta: 15:12:48, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.5117, top5_acc: 0.7483, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.3900 2020-09-11 21:08:10,638 - mmaction - INFO - Epoch [67][20/627] lr: 6.000e-02, eta: 15:13:04, time: 3.141, data_time: 2.100, memory: 8470, top1_acc: 0.5228, top5_acc: 0.7421, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.3885 2020-09-11 21:08:31,173 - mmaction - INFO - Epoch [67][40/627] lr: 6.000e-02, eta: 15:12:43, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7505, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.3343 2020-09-11 21:08:51,799 - mmaction - INFO - Epoch [67][60/627] lr: 6.000e-02, eta: 15:12:22, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.5229, top5_acc: 0.7526, loss_cls: 2.0643, loss: 2.0643, grad_norm: 2.4277 2020-09-11 21:09:12,200 - mmaction - INFO - Epoch [67][80/627] lr: 6.000e-02, eta: 15:12:00, time: 1.019, data_time: 0.018, memory: 8470, top1_acc: 0.5309, top5_acc: 0.7544, loss_cls: 2.0487, loss: 2.0487, grad_norm: 2.3967 2020-09-11 21:09:32,715 - mmaction - INFO - Epoch [67][100/627] lr: 6.000e-02, eta: 15:11:40, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7480, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.3964 2020-09-11 21:09:53,384 - mmaction - INFO - Epoch [67][120/627] lr: 6.000e-02, eta: 15:11:19, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5255, top5_acc: 0.7552, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.3835 2020-09-11 21:10:13,960 - mmaction - INFO - Epoch [67][140/627] lr: 6.000e-02, eta: 15:10:57, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7529, loss_cls: 2.0627, loss: 2.0627, grad_norm: 2.3716 2020-09-11 21:10:34,543 - mmaction - INFO - Epoch [67][160/627] lr: 6.000e-02, eta: 15:10:36, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.5284, top5_acc: 0.7514, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.4081 2020-09-11 21:10:55,203 - mmaction - INFO - Epoch [67][180/627] lr: 6.000e-02, eta: 15:10:15, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7400, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.4228 2020-09-11 21:11:15,735 - mmaction - INFO - Epoch [67][200/627] lr: 6.000e-02, eta: 15:09:54, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7451, loss_cls: 2.0849, loss: 2.0849, grad_norm: 2.3678 2020-09-11 21:11:36,290 - mmaction - INFO - Epoch [67][220/627] lr: 6.000e-02, eta: 15:09:33, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7361, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.4191 2020-09-11 21:11:56,920 - mmaction - INFO - Epoch [67][240/627] lr: 6.000e-02, eta: 15:09:12, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7444, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.3901 2020-09-11 21:12:17,498 - mmaction - INFO - Epoch [67][260/627] lr: 6.000e-02, eta: 15:08:51, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7586, loss_cls: 2.0458, loss: 2.0458, grad_norm: 2.3655 2020-09-11 21:12:38,077 - mmaction - INFO - Epoch [67][280/627] lr: 6.000e-02, eta: 15:08:30, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7504, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.4088 2020-09-11 21:12:58,697 - mmaction - INFO - Epoch [67][300/627] lr: 6.000e-02, eta: 15:08:09, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.5293, top5_acc: 0.7523, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.3873 2020-09-11 21:13:19,248 - mmaction - INFO - Epoch [67][320/627] lr: 6.000e-02, eta: 15:07:48, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7387, loss_cls: 2.1297, loss: 2.1297, grad_norm: 2.3944 2020-09-11 21:13:39,905 - mmaction - INFO - Epoch [67][340/627] lr: 6.000e-02, eta: 15:07:27, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7574, loss_cls: 2.0396, loss: 2.0396, grad_norm: 2.3599 2020-09-11 21:14:00,428 - mmaction - INFO - Epoch [67][360/627] lr: 6.000e-02, eta: 15:07:05, time: 1.019, data_time: 0.008, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7518, loss_cls: 2.0636, loss: 2.0636, grad_norm: 2.3930 2020-09-11 21:14:20,891 - mmaction - INFO - Epoch [67][380/627] lr: 6.000e-02, eta: 15:06:44, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.4143 2020-09-11 21:14:41,419 - mmaction - INFO - Epoch [67][400/627] lr: 6.000e-02, eta: 15:06:23, time: 1.027, data_time: 0.002, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7375, loss_cls: 2.1373, loss: 2.1373, grad_norm: 2.4369 2020-09-11 21:15:01,943 - mmaction - INFO - Epoch [67][420/627] lr: 6.000e-02, eta: 15:06:02, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7424, loss_cls: 2.1076, loss: 2.1076, grad_norm: 2.3765 2020-09-11 21:15:22,499 - mmaction - INFO - Epoch [67][440/627] lr: 6.000e-02, eta: 15:05:41, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.5173, top5_acc: 0.7543, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.3659 2020-09-11 21:15:43,159 - mmaction - INFO - Epoch [67][460/627] lr: 6.000e-02, eta: 15:05:20, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7456, loss_cls: 2.1076, loss: 2.1076, grad_norm: 2.3661 2020-09-11 21:16:03,808 - mmaction - INFO - Epoch [67][480/627] lr: 6.000e-02, eta: 15:04:59, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7500, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.4137 2020-09-11 21:16:24,336 - mmaction - INFO - Epoch [67][500/627] lr: 6.000e-02, eta: 15:04:38, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7451, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.3760 2020-09-11 21:16:44,966 - mmaction - INFO - Epoch [67][520/627] lr: 6.000e-02, eta: 15:04:16, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7396, loss_cls: 2.1047, loss: 2.1047, grad_norm: 2.3727 2020-09-11 21:17:05,478 - mmaction - INFO - Epoch [67][540/627] lr: 6.000e-02, eta: 15:03:55, time: 1.023, data_time: 0.019, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7388, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.4096 2020-09-11 21:17:26,073 - mmaction - INFO - Epoch [67][560/627] lr: 6.000e-02, eta: 15:03:34, time: 1.038, data_time: 0.012, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7467, loss_cls: 2.1006, loss: 2.1006, grad_norm: 2.4062 2020-09-11 21:17:46,704 - mmaction - INFO - Epoch [67][580/627] lr: 6.000e-02, eta: 15:03:13, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7457, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.3933 2020-09-11 21:18:07,240 - mmaction - INFO - Epoch [67][600/627] lr: 6.000e-02, eta: 15:02:52, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5177, top5_acc: 0.7466, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.3780 2020-09-11 21:18:27,732 - mmaction - INFO - Epoch [67][620/627] lr: 6.000e-02, eta: 15:02:31, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5212, top5_acc: 0.7448, loss_cls: 2.0825, loss: 2.0825, grad_norm: 2.3645 2020-09-11 21:19:05,436 - mmaction - INFO - Epoch [68][20/627] lr: 6.000e-02, eta: 15:02:08, time: 1.601, data_time: 0.528, memory: 8470, top1_acc: 0.5181, top5_acc: 0.7435, loss_cls: 2.0991, loss: 2.0991, grad_norm: 2.3876 2020-09-11 21:19:26,016 - mmaction - INFO - Epoch [68][40/627] lr: 6.000e-02, eta: 15:01:46, time: 1.026, data_time: 0.014, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7488, loss_cls: 2.0775, loss: 2.0775, grad_norm: 2.3700 2020-09-11 21:19:46,635 - mmaction - INFO - Epoch [68][60/627] lr: 6.000e-02, eta: 15:01:25, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7484, loss_cls: 2.0737, loss: 2.0737, grad_norm: 2.3990 2020-09-11 21:20:07,263 - mmaction - INFO - Epoch [68][80/627] lr: 6.000e-02, eta: 15:01:04, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7552, loss_cls: 2.0517, loss: 2.0517, grad_norm: 2.3843 2020-09-11 21:20:27,818 - mmaction - INFO - Epoch [68][100/627] lr: 6.000e-02, eta: 15:00:43, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.5108, top5_acc: 0.7436, loss_cls: 2.1276, loss: 2.1276, grad_norm: 2.4230 2020-09-11 21:20:48,290 - mmaction - INFO - Epoch [68][120/627] lr: 6.000e-02, eta: 15:00:22, time: 1.023, data_time: 0.013, memory: 8470, top1_acc: 0.5281, top5_acc: 0.7582, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.3649 2020-09-11 21:21:08,896 - mmaction - INFO - Epoch [68][140/627] lr: 6.000e-02, eta: 15:00:01, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5301, top5_acc: 0.7592, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.3780 2020-09-11 21:21:29,521 - mmaction - INFO - Epoch [68][160/627] lr: 6.000e-02, eta: 14:59:40, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7471, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.4092 2020-09-11 21:21:50,122 - mmaction - INFO - Epoch [68][180/627] lr: 6.000e-02, eta: 14:59:19, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7505, loss_cls: 2.0718, loss: 2.0718, grad_norm: 2.3720 2020-09-11 21:22:10,736 - mmaction - INFO - Epoch [68][200/627] lr: 6.000e-02, eta: 14:58:58, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7497, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.4150 2020-09-11 21:22:31,304 - mmaction - INFO - Epoch [68][220/627] lr: 6.000e-02, eta: 14:58:37, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.5229, top5_acc: 0.7475, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.4118 2020-09-11 21:22:51,904 - mmaction - INFO - Epoch [68][240/627] lr: 6.000e-02, eta: 14:58:16, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5181, top5_acc: 0.7493, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.3881 2020-09-11 21:23:12,493 - mmaction - INFO - Epoch [68][260/627] lr: 6.000e-02, eta: 14:57:55, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7449, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.3985 2020-09-11 21:23:33,080 - mmaction - INFO - Epoch [68][280/627] lr: 6.000e-02, eta: 14:57:33, time: 1.018, data_time: 0.002, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7439, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.4098 2020-09-11 21:23:53,636 - mmaction - INFO - Epoch [68][300/627] lr: 6.000e-02, eta: 14:57:12, time: 1.040, data_time: 0.019, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7473, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.4001 2020-09-11 21:24:14,232 - mmaction - INFO - Epoch [68][320/627] lr: 6.000e-02, eta: 14:56:51, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7479, loss_cls: 2.1037, loss: 2.1037, grad_norm: 2.4300 2020-09-11 21:24:34,782 - mmaction - INFO - Epoch [68][340/627] lr: 6.000e-02, eta: 14:56:30, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7465, loss_cls: 2.0892, loss: 2.0892, grad_norm: 2.4446 2020-09-11 21:24:55,347 - mmaction - INFO - Epoch [68][360/627] lr: 6.000e-02, eta: 14:56:09, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5172, top5_acc: 0.7482, loss_cls: 2.0838, loss: 2.0838, grad_norm: 2.4195 2020-09-11 21:25:15,964 - mmaction - INFO - Epoch [68][380/627] lr: 6.000e-02, eta: 14:55:48, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.5181, top5_acc: 0.7456, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.4329 2020-09-11 21:25:36,541 - mmaction - INFO - Epoch [68][400/627] lr: 6.000e-02, eta: 14:55:27, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7470, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.3811 2020-09-11 21:25:57,131 - mmaction - INFO - Epoch [68][420/627] lr: 6.000e-02, eta: 14:55:06, time: 1.024, data_time: 0.013, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.4190 2020-09-11 21:26:17,730 - mmaction - INFO - Epoch [68][440/627] lr: 6.000e-02, eta: 14:54:45, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7503, loss_cls: 2.0915, loss: 2.0915, grad_norm: 2.4106 2020-09-11 21:26:38,236 - mmaction - INFO - Epoch [68][460/627] lr: 6.000e-02, eta: 14:54:23, time: 1.018, data_time: 0.007, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7465, loss_cls: 2.0863, loss: 2.0863, grad_norm: 2.4038 2020-09-11 21:26:58,780 - mmaction - INFO - Epoch [68][480/627] lr: 6.000e-02, eta: 14:54:02, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7456, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.4164 2020-09-11 21:27:19,416 - mmaction - INFO - Epoch [68][500/627] lr: 6.000e-02, eta: 14:53:42, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7496, loss_cls: 2.0847, loss: 2.0847, grad_norm: 2.4119 2020-09-11 21:27:39,923 - mmaction - INFO - Epoch [68][520/627] lr: 6.000e-02, eta: 14:53:20, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7473, loss_cls: 2.1016, loss: 2.1016, grad_norm: 2.3777 2020-09-11 21:28:00,466 - mmaction - INFO - Epoch [68][540/627] lr: 6.000e-02, eta: 14:52:59, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7469, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.3885 2020-09-11 21:28:21,056 - mmaction - INFO - Epoch [68][560/627] lr: 6.000e-02, eta: 14:52:38, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7359, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.3978 2020-09-11 21:28:41,686 - mmaction - INFO - Epoch [68][580/627] lr: 6.000e-02, eta: 14:52:17, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7431, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.3839 2020-09-11 21:29:02,281 - mmaction - INFO - Epoch [68][600/627] lr: 6.000e-02, eta: 14:51:56, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.5258, top5_acc: 0.7466, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.3705 2020-09-11 21:29:22,901 - mmaction - INFO - Epoch [68][620/627] lr: 6.000e-02, eta: 14:51:35, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.5199, top5_acc: 0.7439, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.4239 2020-09-11 21:30:00,420 - mmaction - INFO - Epoch [69][20/627] lr: 6.000e-02, eta: 14:51:12, time: 1.593, data_time: 0.537, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7533, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.3552 2020-09-11 21:30:21,035 - mmaction - INFO - Epoch [69][40/627] lr: 6.000e-02, eta: 14:50:50, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7495, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.3758 2020-09-11 21:30:41,666 - mmaction - INFO - Epoch [69][60/627] lr: 6.000e-02, eta: 14:50:29, time: 1.035, data_time: 0.019, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7520, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.4088 2020-09-11 21:31:02,267 - mmaction - INFO - Epoch [69][80/627] lr: 6.000e-02, eta: 14:50:08, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.5359, top5_acc: 0.7645, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.3933 2020-09-11 21:31:22,805 - mmaction - INFO - Epoch [69][100/627] lr: 6.000e-02, eta: 14:49:47, time: 1.036, data_time: 0.019, memory: 8470, top1_acc: 0.5309, top5_acc: 0.7520, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.3939 2020-09-11 21:31:43,422 - mmaction - INFO - Epoch [69][120/627] lr: 6.000e-02, eta: 14:49:26, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.5215, top5_acc: 0.7487, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.4271 2020-09-11 21:32:03,865 - mmaction - INFO - Epoch [69][140/627] lr: 6.000e-02, eta: 14:49:05, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5272, top5_acc: 0.7533, loss_cls: 2.0398, loss: 2.0398, grad_norm: 2.4244 2020-09-11 21:32:24,457 - mmaction - INFO - Epoch [69][160/627] lr: 6.000e-02, eta: 14:48:44, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7504, loss_cls: 2.0834, loss: 2.0834, grad_norm: 2.4154 2020-09-11 21:32:45,049 - mmaction - INFO - Epoch [69][180/627] lr: 6.000e-02, eta: 14:48:23, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7462, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.4005 2020-09-11 21:33:05,630 - mmaction - INFO - Epoch [69][200/627] lr: 6.000e-02, eta: 14:48:02, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7469, loss_cls: 2.0839, loss: 2.0839, grad_norm: 2.4158 2020-09-11 21:33:26,206 - mmaction - INFO - Epoch [69][220/627] lr: 6.000e-02, eta: 14:47:41, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.5255, top5_acc: 0.7535, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.3954 2020-09-11 21:33:46,736 - mmaction - INFO - Epoch [69][240/627] lr: 6.000e-02, eta: 14:47:20, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.5195, top5_acc: 0.7465, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.3908 2020-09-11 21:34:07,245 - mmaction - INFO - Epoch [69][260/627] lr: 6.000e-02, eta: 14:46:58, time: 1.018, data_time: 0.008, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7430, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.4100 2020-09-11 21:34:27,809 - mmaction - INFO - Epoch [69][280/627] lr: 6.000e-02, eta: 14:46:37, time: 1.029, data_time: 0.017, memory: 8470, top1_acc: 0.5337, top5_acc: 0.7565, loss_cls: 2.0428, loss: 2.0428, grad_norm: 2.3639 2020-09-11 21:34:48,304 - mmaction - INFO - Epoch [69][300/627] lr: 6.000e-02, eta: 14:46:16, time: 1.022, data_time: 0.012, memory: 8470, top1_acc: 0.5280, top5_acc: 0.7551, loss_cls: 2.0474, loss: 2.0474, grad_norm: 2.4150 2020-09-11 21:35:08,662 - mmaction - INFO - Epoch [69][320/627] lr: 6.000e-02, eta: 14:45:55, time: 1.021, data_time: 0.018, memory: 8470, top1_acc: 0.5263, top5_acc: 0.7492, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.4049 2020-09-11 21:35:29,162 - mmaction - INFO - Epoch [69][340/627] lr: 6.000e-02, eta: 14:45:33, time: 1.023, data_time: 0.012, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7525, loss_cls: 2.0681, loss: 2.0681, grad_norm: 2.4126 2020-09-11 21:35:49,808 - mmaction - INFO - Epoch [69][360/627] lr: 6.000e-02, eta: 14:45:12, time: 1.031, data_time: 0.016, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7497, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.3989 2020-09-11 21:36:10,608 - mmaction - INFO - Epoch [69][380/627] lr: 6.000e-02, eta: 14:44:52, time: 1.044, data_time: 0.014, memory: 8470, top1_acc: 0.5215, top5_acc: 0.7483, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.4452 2020-09-11 21:36:31,111 - mmaction - INFO - Epoch [69][400/627] lr: 6.000e-02, eta: 14:44:31, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7441, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.3996 2020-09-11 21:36:51,667 - mmaction - INFO - Epoch [69][420/627] lr: 6.000e-02, eta: 14:44:09, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7402, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.4194 2020-09-11 21:37:12,188 - mmaction - INFO - Epoch [69][440/627] lr: 6.000e-02, eta: 14:43:48, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7500, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.3715 2020-09-11 21:37:32,810 - mmaction - INFO - Epoch [69][460/627] lr: 6.000e-02, eta: 14:43:27, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.5118, top5_acc: 0.7443, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.3899 2020-09-11 21:37:53,409 - mmaction - INFO - Epoch [69][480/627] lr: 6.000e-02, eta: 14:43:06, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7517, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.4101 2020-09-11 21:38:13,962 - mmaction - INFO - Epoch [69][500/627] lr: 6.000e-02, eta: 14:42:45, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7448, loss_cls: 2.1221, loss: 2.1221, grad_norm: 2.4358 2020-09-11 21:38:34,579 - mmaction - INFO - Epoch [69][520/627] lr: 6.000e-02, eta: 14:42:24, time: 1.040, data_time: 0.016, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7486, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.4331 2020-09-11 21:38:55,160 - mmaction - INFO - Epoch [69][540/627] lr: 6.000e-02, eta: 14:42:03, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.5105, top5_acc: 0.7430, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.4277 2020-09-11 21:39:15,778 - mmaction - INFO - Epoch [69][560/627] lr: 6.000e-02, eta: 14:41:42, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.5319, top5_acc: 0.7564, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.3470 2020-09-11 21:39:36,363 - mmaction - INFO - Epoch [69][580/627] lr: 6.000e-02, eta: 14:41:21, time: 1.025, data_time: 0.013, memory: 8470, top1_acc: 0.5195, top5_acc: 0.7486, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.4218 2020-09-11 21:39:56,879 - mmaction - INFO - Epoch [69][600/627] lr: 6.000e-02, eta: 14:41:00, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7443, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.4034 2020-09-11 21:40:17,404 - mmaction - INFO - Epoch [69][620/627] lr: 6.000e-02, eta: 14:40:39, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7503, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.4024 2020-09-11 21:40:55,384 - mmaction - INFO - Epoch [70][20/627] lr: 6.000e-02, eta: 14:40:15, time: 1.610, data_time: 0.526, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7474, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.4386 2020-09-11 21:41:15,966 - mmaction - INFO - Epoch [70][40/627] lr: 6.000e-02, eta: 14:39:54, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7478, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.4288 2020-09-11 21:41:36,602 - mmaction - INFO - Epoch [70][60/627] lr: 6.000e-02, eta: 14:39:33, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7437, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.3983 2020-09-11 21:41:57,132 - mmaction - INFO - Epoch [70][80/627] lr: 6.000e-02, eta: 14:39:12, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7453, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.4253 2020-09-11 21:42:17,671 - mmaction - INFO - Epoch [70][100/627] lr: 6.000e-02, eta: 14:38:51, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7482, loss_cls: 2.0942, loss: 2.0942, grad_norm: 2.4154 2020-09-11 21:42:38,203 - mmaction - INFO - Epoch [70][120/627] lr: 6.000e-02, eta: 14:38:30, time: 1.016, data_time: 0.008, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7454, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.3918 2020-09-11 21:42:58,787 - mmaction - INFO - Epoch [70][140/627] lr: 6.000e-02, eta: 14:38:09, time: 1.030, data_time: 0.017, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7509, loss_cls: 2.0803, loss: 2.0803, grad_norm: 2.4103 2020-09-11 21:43:19,417 - mmaction - INFO - Epoch [70][160/627] lr: 6.000e-02, eta: 14:37:48, time: 1.041, data_time: 0.013, memory: 8470, top1_acc: 0.5243, top5_acc: 0.7587, loss_cls: 2.0508, loss: 2.0508, grad_norm: 2.3870 2020-09-11 21:43:39,898 - mmaction - INFO - Epoch [70][180/627] lr: 6.000e-02, eta: 14:37:27, time: 1.023, data_time: 0.002, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7465, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.4175 2020-09-11 21:44:00,445 - mmaction - INFO - Epoch [70][200/627] lr: 6.000e-02, eta: 14:37:05, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7448, loss_cls: 2.1059, loss: 2.1059, grad_norm: 2.3885 2020-09-11 21:44:21,103 - mmaction - INFO - Epoch [70][220/627] lr: 6.000e-02, eta: 14:36:45, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7518, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.4059 2020-09-11 21:44:41,644 - mmaction - INFO - Epoch [70][240/627] lr: 6.000e-02, eta: 14:36:23, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5262, top5_acc: 0.7501, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.4515 2020-09-11 21:45:02,295 - mmaction - INFO - Epoch [70][260/627] lr: 6.000e-02, eta: 14:36:02, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7549, loss_cls: 2.0503, loss: 2.0503, grad_norm: 2.4600 2020-09-11 21:45:22,766 - mmaction - INFO - Epoch [70][280/627] lr: 6.000e-02, eta: 14:35:41, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7539, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.4251 2020-09-11 21:45:43,333 - mmaction - INFO - Epoch [70][300/627] lr: 6.000e-02, eta: 14:35:20, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7434, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.4342 2020-09-11 21:46:03,818 - mmaction - INFO - Epoch [70][320/627] lr: 6.000e-02, eta: 14:34:59, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0634, loss: 2.0634, grad_norm: 2.3979 2020-09-11 21:46:24,437 - mmaction - INFO - Epoch [70][340/627] lr: 6.000e-02, eta: 14:34:38, time: 1.025, data_time: 0.010, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7418, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.3841 2020-09-11 21:46:45,093 - mmaction - INFO - Epoch [70][360/627] lr: 6.000e-02, eta: 14:34:17, time: 1.042, data_time: 0.018, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7499, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.3997 2020-09-11 21:47:05,715 - mmaction - INFO - Epoch [70][380/627] lr: 6.000e-02, eta: 14:33:56, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7419, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.3790 2020-09-11 21:47:26,312 - mmaction - INFO - Epoch [70][400/627] lr: 6.000e-02, eta: 14:33:35, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7546, loss_cls: 2.0762, loss: 2.0762, grad_norm: 2.4000 2020-09-11 21:47:46,795 - mmaction - INFO - Epoch [70][420/627] lr: 6.000e-02, eta: 14:33:14, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7497, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.4142 2020-09-11 21:48:07,412 - mmaction - INFO - Epoch [70][440/627] lr: 6.000e-02, eta: 14:32:53, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7488, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.4274 2020-09-11 21:48:28,019 - mmaction - INFO - Epoch [70][460/627] lr: 6.000e-02, eta: 14:32:32, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5297, top5_acc: 0.7526, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.3928 2020-09-11 21:48:48,502 - mmaction - INFO - Epoch [70][480/627] lr: 6.000e-02, eta: 14:32:11, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5151, top5_acc: 0.7423, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.4130 2020-09-11 21:49:09,175 - mmaction - INFO - Epoch [70][500/627] lr: 6.000e-02, eta: 14:31:50, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7452, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.3796 2020-09-11 21:49:29,774 - mmaction - INFO - Epoch [70][520/627] lr: 6.000e-02, eta: 14:31:29, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.5335, top5_acc: 0.7548, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.4007 2020-09-11 21:49:50,409 - mmaction - INFO - Epoch [70][540/627] lr: 6.000e-02, eta: 14:31:08, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7453, loss_cls: 2.1009, loss: 2.1009, grad_norm: 2.3871 2020-09-11 21:50:11,020 - mmaction - INFO - Epoch [70][560/627] lr: 6.000e-02, eta: 14:30:47, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7408, loss_cls: 2.1213, loss: 2.1213, grad_norm: 2.3826 2020-09-11 21:50:31,528 - mmaction - INFO - Epoch [70][580/627] lr: 6.000e-02, eta: 14:30:25, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5225, top5_acc: 0.7452, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.4169 2020-09-11 21:50:52,015 - mmaction - INFO - Epoch [70][600/627] lr: 6.000e-02, eta: 14:30:04, time: 1.023, data_time: 0.010, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7473, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.4047 2020-09-11 21:51:12,630 - mmaction - INFO - Epoch [70][620/627] lr: 6.000e-02, eta: 14:29:43, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7452, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.3568 2020-09-11 21:51:18,286 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-09-11 21:51:50,306 - mmaction - INFO - Epoch [71][20/627] lr: 6.000e-02, eta: 14:29:19, time: 1.570, data_time: 0.468, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7501, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.4503 2020-09-11 21:52:10,868 - mmaction - INFO - Epoch [71][40/627] lr: 6.000e-02, eta: 14:28:58, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.5255, top5_acc: 0.7549, loss_cls: 2.0377, loss: 2.0377, grad_norm: 2.3788 2020-09-11 21:52:31,501 - mmaction - INFO - Epoch [71][60/627] lr: 6.000e-02, eta: 14:28:37, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.5365, top5_acc: 0.7565, loss_cls: 2.0192, loss: 2.0192, grad_norm: 2.4076 2020-09-11 21:52:52,065 - mmaction - INFO - Epoch [71][80/627] lr: 6.000e-02, eta: 14:28:16, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7543, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.4246 2020-09-11 21:53:12,605 - mmaction - INFO - Epoch [71][100/627] lr: 6.000e-02, eta: 14:27:55, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5294, top5_acc: 0.7536, loss_cls: 2.0371, loss: 2.0371, grad_norm: 2.3531 2020-09-11 21:53:33,144 - mmaction - INFO - Epoch [71][120/627] lr: 6.000e-02, eta: 14:27:34, time: 1.024, data_time: 0.011, memory: 8470, top1_acc: 0.5378, top5_acc: 0.7560, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.3626 2020-09-11 21:53:53,671 - mmaction - INFO - Epoch [71][140/627] lr: 6.000e-02, eta: 14:27:13, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7499, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.4238 2020-09-11 21:54:14,213 - mmaction - INFO - Epoch [71][160/627] lr: 6.000e-02, eta: 14:26:52, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7453, loss_cls: 2.0802, loss: 2.0802, grad_norm: 2.3993 2020-09-11 21:54:34,668 - mmaction - INFO - Epoch [71][180/627] lr: 6.000e-02, eta: 14:26:30, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7587, loss_cls: 2.0462, loss: 2.0462, grad_norm: 2.3816 2020-09-11 21:54:55,326 - mmaction - INFO - Epoch [71][200/627] lr: 6.000e-02, eta: 14:26:09, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7576, loss_cls: 2.0251, loss: 2.0251, grad_norm: 2.3788 2020-09-11 21:55:15,867 - mmaction - INFO - Epoch [71][220/627] lr: 6.000e-02, eta: 14:25:48, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7487, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.4237 2020-09-11 21:55:36,355 - mmaction - INFO - Epoch [71][240/627] lr: 6.000e-02, eta: 14:25:27, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.5139, top5_acc: 0.7415, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.4237 2020-09-11 21:55:56,945 - mmaction - INFO - Epoch [71][260/627] lr: 6.000e-02, eta: 14:25:06, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5173, top5_acc: 0.7484, loss_cls: 2.0915, loss: 2.0915, grad_norm: 2.4579 2020-09-11 21:56:17,488 - mmaction - INFO - Epoch [71][280/627] lr: 6.000e-02, eta: 14:24:45, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.5345, top5_acc: 0.7529, loss_cls: 2.0501, loss: 2.0501, grad_norm: 2.3366 2020-09-11 21:56:37,998 - mmaction - INFO - Epoch [71][300/627] lr: 6.000e-02, eta: 14:24:24, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7499, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.4257 2020-09-11 21:56:58,550 - mmaction - INFO - Epoch [71][320/627] lr: 6.000e-02, eta: 14:24:03, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7389, loss_cls: 2.1054, loss: 2.1054, grad_norm: 2.4018 2020-09-11 21:57:19,110 - mmaction - INFO - Epoch [71][340/627] lr: 6.000e-02, eta: 14:23:42, time: 1.038, data_time: 0.013, memory: 8470, top1_acc: 0.5272, top5_acc: 0.7522, loss_cls: 2.0503, loss: 2.0503, grad_norm: 2.3535 2020-09-11 21:57:39,672 - mmaction - INFO - Epoch [71][360/627] lr: 6.000e-02, eta: 14:23:21, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7496, loss_cls: 2.0729, loss: 2.0729, grad_norm: 2.4368 2020-09-11 21:58:00,271 - mmaction - INFO - Epoch [71][380/627] lr: 6.000e-02, eta: 14:22:59, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7555, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.4434 2020-09-11 21:58:20,762 - mmaction - INFO - Epoch [71][400/627] lr: 6.000e-02, eta: 14:22:38, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7492, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.4553 2020-09-11 21:58:41,307 - mmaction - INFO - Epoch [71][420/627] lr: 6.000e-02, eta: 14:22:17, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.5245, top5_acc: 0.7484, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.3999 2020-09-11 21:59:01,904 - mmaction - INFO - Epoch [71][440/627] lr: 6.000e-02, eta: 14:21:56, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7456, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.4530 2020-09-11 21:59:22,587 - mmaction - INFO - Epoch [71][460/627] lr: 6.000e-02, eta: 14:21:35, time: 1.035, data_time: 0.005, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7518, loss_cls: 2.0918, loss: 2.0918, grad_norm: 2.4225 2020-09-11 21:59:43,083 - mmaction - INFO - Epoch [71][480/627] lr: 6.000e-02, eta: 14:21:14, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5091, top5_acc: 0.7336, loss_cls: 2.1576, loss: 2.1576, grad_norm: 2.4104 2020-09-11 22:00:03,695 - mmaction - INFO - Epoch [71][500/627] lr: 6.000e-02, eta: 14:20:53, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7539, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.4065 2020-09-11 22:00:24,189 - mmaction - INFO - Epoch [71][520/627] lr: 6.000e-02, eta: 14:20:32, time: 1.019, data_time: 0.007, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7410, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.4079 2020-09-11 22:00:44,786 - mmaction - INFO - Epoch [71][540/627] lr: 6.000e-02, eta: 14:20:11, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7479, loss_cls: 2.0903, loss: 2.0903, grad_norm: 2.3936 2020-09-11 22:01:05,297 - mmaction - INFO - Epoch [71][560/627] lr: 6.000e-02, eta: 14:19:50, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7512, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.4123 2020-09-11 22:01:25,818 - mmaction - INFO - Epoch [71][580/627] lr: 6.000e-02, eta: 14:19:29, time: 1.015, data_time: 0.005, memory: 8470, top1_acc: 0.5225, top5_acc: 0.7482, loss_cls: 2.0937, loss: 2.0937, grad_norm: 2.4345 2020-09-11 22:01:46,439 - mmaction - INFO - Epoch [71][600/627] lr: 6.000e-02, eta: 14:19:08, time: 1.041, data_time: 0.014, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7474, loss_cls: 2.1041, loss: 2.1041, grad_norm: 2.4488 2020-09-11 22:02:07,091 - mmaction - INFO - Epoch [71][620/627] lr: 6.000e-02, eta: 14:18:47, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5126, top5_acc: 0.7469, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.4245 2020-09-11 22:03:28,049 - mmaction - INFO - Epoch [72][20/627] lr: 6.000e-02, eta: 14:18:58, time: 3.192, data_time: 2.082, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7470, loss_cls: 2.0991, loss: 2.0991, grad_norm: 2.4156 2020-09-11 22:03:48,652 - mmaction - INFO - Epoch [72][40/627] lr: 6.000e-02, eta: 14:18:37, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5281, top5_acc: 0.7589, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.3988 2020-09-11 22:04:09,160 - mmaction - INFO - Epoch [72][60/627] lr: 6.000e-02, eta: 14:18:16, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.4083 2020-09-11 22:04:29,586 - mmaction - INFO - Epoch [72][80/627] lr: 6.000e-02, eta: 14:17:55, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7527, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.4203 2020-09-11 22:04:50,220 - mmaction - INFO - Epoch [72][100/627] lr: 6.000e-02, eta: 14:17:34, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7509, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.3734 2020-09-11 22:05:10,844 - mmaction - INFO - Epoch [72][120/627] lr: 6.000e-02, eta: 14:17:13, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.5286, top5_acc: 0.7536, loss_cls: 2.0201, loss: 2.0201, grad_norm: 2.3891 2020-09-11 22:05:31,333 - mmaction - INFO - Epoch [72][140/627] lr: 6.000e-02, eta: 14:16:52, time: 1.027, data_time: 0.015, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7507, loss_cls: 2.0571, loss: 2.0571, grad_norm: 2.4365 2020-09-11 22:05:51,822 - mmaction - INFO - Epoch [72][160/627] lr: 6.000e-02, eta: 14:16:30, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7576, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.3984 2020-09-11 22:06:12,317 - mmaction - INFO - Epoch [72][180/627] lr: 6.000e-02, eta: 14:16:09, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.4192 2020-09-11 22:06:32,811 - mmaction - INFO - Epoch [72][200/627] lr: 6.000e-02, eta: 14:15:48, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.5290, top5_acc: 0.7530, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.4158 2020-09-11 22:06:53,270 - mmaction - INFO - Epoch [72][220/627] lr: 6.000e-02, eta: 14:15:27, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5258, top5_acc: 0.7469, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.3711 2020-09-11 22:07:13,981 - mmaction - INFO - Epoch [72][240/627] lr: 6.000e-02, eta: 14:15:06, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7510, loss_cls: 2.0650, loss: 2.0650, grad_norm: 2.3832 2020-09-11 22:07:34,500 - mmaction - INFO - Epoch [72][260/627] lr: 6.000e-02, eta: 14:14:45, time: 1.032, data_time: 0.017, memory: 8470, top1_acc: 0.5237, top5_acc: 0.7423, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.3689 2020-09-11 22:07:55,050 - mmaction - INFO - Epoch [72][280/627] lr: 6.000e-02, eta: 14:14:24, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5303, top5_acc: 0.7548, loss_cls: 2.0491, loss: 2.0491, grad_norm: 2.4169 2020-09-11 22:08:15,686 - mmaction - INFO - Epoch [72][300/627] lr: 6.000e-02, eta: 14:14:03, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7587, loss_cls: 2.0497, loss: 2.0497, grad_norm: 2.4008 2020-09-11 22:08:36,269 - mmaction - INFO - Epoch [72][320/627] lr: 6.000e-02, eta: 14:13:42, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7616, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.4146 2020-09-11 22:08:56,786 - mmaction - INFO - Epoch [72][340/627] lr: 6.000e-02, eta: 14:13:20, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7488, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.4159 2020-09-11 22:09:17,349 - mmaction - INFO - Epoch [72][360/627] lr: 6.000e-02, eta: 14:12:59, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7495, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.4024 2020-09-11 22:09:37,897 - mmaction - INFO - Epoch [72][380/627] lr: 6.000e-02, eta: 14:12:38, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7490, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.4374 2020-09-11 22:09:58,374 - mmaction - INFO - Epoch [72][400/627] lr: 6.000e-02, eta: 14:12:17, time: 1.016, data_time: 0.007, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7500, loss_cls: 2.0726, loss: 2.0726, grad_norm: 2.4149 2020-09-11 22:10:18,923 - mmaction - INFO - Epoch [72][420/627] lr: 6.000e-02, eta: 14:11:56, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.5283, top5_acc: 0.7564, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.3866 2020-09-11 22:10:39,456 - mmaction - INFO - Epoch [72][440/627] lr: 6.000e-02, eta: 14:11:35, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7469, loss_cls: 2.0632, loss: 2.0632, grad_norm: 2.4086 2020-09-11 22:11:00,033 - mmaction - INFO - Epoch [72][460/627] lr: 6.000e-02, eta: 14:11:14, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7570, loss_cls: 2.0256, loss: 2.0256, grad_norm: 2.3929 2020-09-11 22:11:20,515 - mmaction - INFO - Epoch [72][480/627] lr: 6.000e-02, eta: 14:10:53, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5151, top5_acc: 0.7405, loss_cls: 2.1295, loss: 2.1295, grad_norm: 2.4397 2020-09-11 22:11:41,076 - mmaction - INFO - Epoch [72][500/627] lr: 6.000e-02, eta: 14:10:31, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.5079, top5_acc: 0.7357, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.4357 2020-09-11 22:12:01,629 - mmaction - INFO - Epoch [72][520/627] lr: 6.000e-02, eta: 14:10:10, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7495, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.4208 2020-09-11 22:12:22,280 - mmaction - INFO - Epoch [72][540/627] lr: 6.000e-02, eta: 14:09:49, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7483, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.3730 2020-09-11 22:12:42,812 - mmaction - INFO - Epoch [72][560/627] lr: 6.000e-02, eta: 14:09:28, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7405, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.3998 2020-09-11 22:13:03,358 - mmaction - INFO - Epoch [72][580/627] lr: 6.000e-02, eta: 14:09:07, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5336, top5_acc: 0.7611, loss_cls: 2.0276, loss: 2.0276, grad_norm: 2.4093 2020-09-11 22:13:23,895 - mmaction - INFO - Epoch [72][600/627] lr: 6.000e-02, eta: 14:08:46, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5172, top5_acc: 0.7452, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.4506 2020-09-11 22:13:44,413 - mmaction - INFO - Epoch [72][620/627] lr: 6.000e-02, eta: 14:08:25, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7439, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.4132 2020-09-11 22:14:22,238 - mmaction - INFO - Epoch [73][20/627] lr: 6.000e-02, eta: 14:08:01, time: 1.607, data_time: 0.544, memory: 8470, top1_acc: 0.5262, top5_acc: 0.7496, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.4407 2020-09-11 22:14:42,768 - mmaction - INFO - Epoch [73][40/627] lr: 6.000e-02, eta: 14:07:40, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7487, loss_cls: 2.0744, loss: 2.0744, grad_norm: 2.4119 2020-09-11 22:15:03,388 - mmaction - INFO - Epoch [73][60/627] lr: 6.000e-02, eta: 14:07:19, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7402, loss_cls: 2.1096, loss: 2.1096, grad_norm: 2.3967 2020-09-11 22:15:23,994 - mmaction - INFO - Epoch [73][80/627] lr: 6.000e-02, eta: 14:06:58, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7516, loss_cls: 2.0536, loss: 2.0536, grad_norm: 2.3625 2020-09-11 22:15:44,556 - mmaction - INFO - Epoch [73][100/627] lr: 6.000e-02, eta: 14:06:37, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5324, top5_acc: 0.7523, loss_cls: 2.0348, loss: 2.0348, grad_norm: 2.4083 2020-09-11 22:16:05,126 - mmaction - INFO - Epoch [73][120/627] lr: 6.000e-02, eta: 14:06:16, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.5271, top5_acc: 0.7520, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.4211 2020-09-11 22:16:25,748 - mmaction - INFO - Epoch [73][140/627] lr: 6.000e-02, eta: 14:05:55, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7507, loss_cls: 2.0912, loss: 2.0912, grad_norm: 2.4058 2020-09-11 22:16:46,296 - mmaction - INFO - Epoch [73][160/627] lr: 6.000e-02, eta: 14:05:33, time: 1.028, data_time: 0.016, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7500, loss_cls: 2.0558, loss: 2.0558, grad_norm: 2.3649 2020-09-11 22:17:06,821 - mmaction - INFO - Epoch [73][180/627] lr: 6.000e-02, eta: 14:05:13, time: 1.033, data_time: 0.015, memory: 8470, top1_acc: 0.5353, top5_acc: 0.7622, loss_cls: 2.0219, loss: 2.0219, grad_norm: 2.3833 2020-09-11 22:17:27,344 - mmaction - INFO - Epoch [73][200/627] lr: 6.000e-02, eta: 14:04:51, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7474, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.4050 2020-09-11 22:17:47,889 - mmaction - INFO - Epoch [73][220/627] lr: 6.000e-02, eta: 14:04:30, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5263, top5_acc: 0.7462, loss_cls: 2.0781, loss: 2.0781, grad_norm: 2.3739 2020-09-11 22:18:08,385 - mmaction - INFO - Epoch [73][240/627] lr: 6.000e-02, eta: 14:04:09, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7507, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.4331 2020-09-11 22:18:28,878 - mmaction - INFO - Epoch [73][260/627] lr: 6.000e-02, eta: 14:03:48, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7538, loss_cls: 2.0757, loss: 2.0757, grad_norm: 2.4005 2020-09-11 22:18:49,540 - mmaction - INFO - Epoch [73][280/627] lr: 6.000e-02, eta: 14:03:27, time: 1.035, data_time: 0.005, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7410, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.4264 2020-09-11 22:19:10,165 - mmaction - INFO - Epoch [73][300/627] lr: 6.000e-02, eta: 14:03:06, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5276, top5_acc: 0.7629, loss_cls: 2.0317, loss: 2.0317, grad_norm: 2.4047 2020-09-11 22:19:30,684 - mmaction - INFO - Epoch [73][320/627] lr: 6.000e-02, eta: 14:02:45, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7514, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.4496 2020-09-11 22:19:51,222 - mmaction - INFO - Epoch [73][340/627] lr: 6.000e-02, eta: 14:02:24, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7509, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.4106 2020-09-11 22:20:11,784 - mmaction - INFO - Epoch [73][360/627] lr: 6.000e-02, eta: 14:02:03, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.5372, top5_acc: 0.7530, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.3838 2020-09-11 22:20:32,297 - mmaction - INFO - Epoch [73][380/627] lr: 6.000e-02, eta: 14:01:42, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7445, loss_cls: 2.0867, loss: 2.0867, grad_norm: 2.4112 2020-09-11 22:20:52,853 - mmaction - INFO - Epoch [73][400/627] lr: 6.000e-02, eta: 14:01:20, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.5186, top5_acc: 0.7488, loss_cls: 2.0817, loss: 2.0817, grad_norm: 2.3757 2020-09-11 22:21:13,471 - mmaction - INFO - Epoch [73][420/627] lr: 6.000e-02, eta: 14:00:59, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7475, loss_cls: 2.0728, loss: 2.0728, grad_norm: 2.3805 2020-09-11 22:21:34,064 - mmaction - INFO - Epoch [73][440/627] lr: 6.000e-02, eta: 14:00:38, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5118, top5_acc: 0.7415, loss_cls: 2.1235, loss: 2.1235, grad_norm: 2.4481 2020-09-11 22:21:54,657 - mmaction - INFO - Epoch [73][460/627] lr: 6.000e-02, eta: 14:00:17, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7471, loss_cls: 2.0958, loss: 2.0958, grad_norm: 2.4158 2020-09-11 22:22:15,119 - mmaction - INFO - Epoch [73][480/627] lr: 6.000e-02, eta: 13:59:56, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.3766 2020-09-11 22:22:35,736 - mmaction - INFO - Epoch [73][500/627] lr: 6.000e-02, eta: 13:59:35, time: 1.029, data_time: 0.001, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7517, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.3558 2020-09-11 22:22:56,346 - mmaction - INFO - Epoch [73][520/627] lr: 6.000e-02, eta: 13:59:14, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5339, top5_acc: 0.7560, loss_cls: 2.0238, loss: 2.0238, grad_norm: 2.3444 2020-09-11 22:23:16,933 - mmaction - INFO - Epoch [73][540/627] lr: 6.000e-02, eta: 13:58:53, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7443, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.4471 2020-09-11 22:23:37,600 - mmaction - INFO - Epoch [73][560/627] lr: 6.000e-02, eta: 13:58:32, time: 1.034, data_time: 0.003, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7470, loss_cls: 2.0981, loss: 2.0981, grad_norm: 2.4566 2020-09-11 22:23:58,202 - mmaction - INFO - Epoch [73][580/627] lr: 6.000e-02, eta: 13:58:11, time: 1.030, data_time: 0.002, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7526, loss_cls: 2.1039, loss: 2.1039, grad_norm: 2.4391 2020-09-11 22:24:18,826 - mmaction - INFO - Epoch [73][600/627] lr: 6.000e-02, eta: 13:57:50, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7492, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.3707 2020-09-11 22:24:39,454 - mmaction - INFO - Epoch [73][620/627] lr: 6.000e-02, eta: 13:57:29, time: 1.036, data_time: 0.022, memory: 8470, top1_acc: 0.5151, top5_acc: 0.7419, loss_cls: 2.1128, loss: 2.1128, grad_norm: 2.4094 2020-09-11 22:25:17,009 - mmaction - INFO - Epoch [74][20/627] lr: 6.000e-02, eta: 13:57:05, time: 1.592, data_time: 0.506, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7444, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.4614 2020-09-11 22:25:37,655 - mmaction - INFO - Epoch [74][40/627] lr: 6.000e-02, eta: 13:56:44, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5301, top5_acc: 0.7516, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.4237 2020-09-11 22:25:58,223 - mmaction - INFO - Epoch [74][60/627] lr: 6.000e-02, eta: 13:56:23, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.5316, top5_acc: 0.7586, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.3682 2020-09-11 22:26:18,716 - mmaction - INFO - Epoch [74][80/627] lr: 6.000e-02, eta: 13:56:01, time: 1.017, data_time: 0.003, memory: 8470, top1_acc: 0.5357, top5_acc: 0.7539, loss_cls: 2.0271, loss: 2.0271, grad_norm: 2.3821 2020-09-11 22:26:39,205 - mmaction - INFO - Epoch [74][100/627] lr: 6.000e-02, eta: 13:55:40, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7570, loss_cls: 2.0239, loss: 2.0239, grad_norm: 2.4356 2020-09-11 22:26:59,705 - mmaction - INFO - Epoch [74][120/627] lr: 6.000e-02, eta: 13:55:19, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7478, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.4260 2020-09-11 22:27:20,296 - mmaction - INFO - Epoch [74][140/627] lr: 6.000e-02, eta: 13:54:58, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7495, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.3999 2020-09-11 22:27:40,875 - mmaction - INFO - Epoch [74][160/627] lr: 6.000e-02, eta: 13:54:37, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5276, top5_acc: 0.7525, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.3994 2020-09-11 22:28:01,412 - mmaction - INFO - Epoch [74][180/627] lr: 6.000e-02, eta: 13:54:16, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5309, top5_acc: 0.7534, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.4079 2020-09-11 22:28:22,014 - mmaction - INFO - Epoch [74][200/627] lr: 6.000e-02, eta: 13:53:55, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5225, top5_acc: 0.7526, loss_cls: 2.0499, loss: 2.0499, grad_norm: 2.4374 2020-09-11 22:28:42,495 - mmaction - INFO - Epoch [74][220/627] lr: 6.000e-02, eta: 13:53:34, time: 1.027, data_time: 0.012, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7514, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.3842 2020-09-11 22:29:02,988 - mmaction - INFO - Epoch [74][240/627] lr: 6.000e-02, eta: 13:53:13, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7488, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.3997 2020-09-11 22:29:23,410 - mmaction - INFO - Epoch [74][260/627] lr: 6.000e-02, eta: 13:52:52, time: 1.019, data_time: 0.012, memory: 8470, top1_acc: 0.5301, top5_acc: 0.7512, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.3798 2020-09-11 22:29:43,968 - mmaction - INFO - Epoch [74][280/627] lr: 6.000e-02, eta: 13:52:30, time: 1.026, data_time: 0.015, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7462, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.4311 2020-09-11 22:30:04,543 - mmaction - INFO - Epoch [74][300/627] lr: 6.000e-02, eta: 13:52:09, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.5240, top5_acc: 0.7510, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.4255 2020-09-11 22:30:25,025 - mmaction - INFO - Epoch [74][320/627] lr: 6.000e-02, eta: 13:51:48, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5255, top5_acc: 0.7544, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.3976 2020-09-11 22:30:45,591 - mmaction - INFO - Epoch [74][340/627] lr: 6.000e-02, eta: 13:51:27, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7415, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.4535 2020-09-11 22:31:06,089 - mmaction - INFO - Epoch [74][360/627] lr: 6.000e-02, eta: 13:51:06, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5298, top5_acc: 0.7542, loss_cls: 2.0313, loss: 2.0313, grad_norm: 2.3546 2020-09-11 22:31:26,643 - mmaction - INFO - Epoch [74][380/627] lr: 6.000e-02, eta: 13:50:45, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5096, top5_acc: 0.7417, loss_cls: 2.1147, loss: 2.1147, grad_norm: 2.4044 2020-09-11 22:31:47,108 - mmaction - INFO - Epoch [74][400/627] lr: 6.000e-02, eta: 13:50:24, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5173, top5_acc: 0.7405, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.4345 2020-09-11 22:32:07,587 - mmaction - INFO - Epoch [74][420/627] lr: 6.000e-02, eta: 13:50:03, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7505, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.4083 2020-09-11 22:32:28,097 - mmaction - INFO - Epoch [74][440/627] lr: 6.000e-02, eta: 13:49:41, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7428, loss_cls: 2.0958, loss: 2.0958, grad_norm: 2.4191 2020-09-11 22:32:48,698 - mmaction - INFO - Epoch [74][460/627] lr: 6.000e-02, eta: 13:49:20, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7358, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.4387 2020-09-11 22:33:09,183 - mmaction - INFO - Epoch [74][480/627] lr: 6.000e-02, eta: 13:48:59, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7543, loss_cls: 2.0683, loss: 2.0683, grad_norm: 2.4140 2020-09-11 22:33:29,768 - mmaction - INFO - Epoch [74][500/627] lr: 6.000e-02, eta: 13:48:38, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7530, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.4223 2020-09-11 22:33:50,369 - mmaction - INFO - Epoch [74][520/627] lr: 6.000e-02, eta: 13:48:17, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7447, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.4235 2020-09-11 22:34:10,876 - mmaction - INFO - Epoch [74][540/627] lr: 6.000e-02, eta: 13:47:56, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5285, top5_acc: 0.7548, loss_cls: 2.0532, loss: 2.0532, grad_norm: 2.4093 2020-09-11 22:34:31,441 - mmaction - INFO - Epoch [74][560/627] lr: 6.000e-02, eta: 13:47:35, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5249, top5_acc: 0.7496, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.3885 2020-09-11 22:34:52,038 - mmaction - INFO - Epoch [74][580/627] lr: 6.000e-02, eta: 13:47:14, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7457, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.3834 2020-09-11 22:35:12,579 - mmaction - INFO - Epoch [74][600/627] lr: 6.000e-02, eta: 13:46:53, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7469, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.3775 2020-09-11 22:35:33,082 - mmaction - INFO - Epoch [74][620/627] lr: 6.000e-02, eta: 13:46:32, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7427, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.4358 2020-09-11 22:36:10,915 - mmaction - INFO - Epoch [75][20/627] lr: 6.000e-02, eta: 13:46:08, time: 1.603, data_time: 0.521, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7514, loss_cls: 2.0725, loss: 2.0725, grad_norm: 2.3812 2020-09-11 22:36:31,352 - mmaction - INFO - Epoch [75][40/627] lr: 6.000e-02, eta: 13:45:47, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 2.0093, loss: 2.0093, grad_norm: 2.3666 2020-09-11 22:36:51,968 - mmaction - INFO - Epoch [75][60/627] lr: 6.000e-02, eta: 13:45:26, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5322, top5_acc: 0.7564, loss_cls: 2.0330, loss: 2.0330, grad_norm: 2.4242 2020-09-11 22:37:12,654 - mmaction - INFO - Epoch [75][80/627] lr: 6.000e-02, eta: 13:45:05, time: 1.036, data_time: 0.016, memory: 8470, top1_acc: 0.5319, top5_acc: 0.7549, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.3837 2020-09-11 22:37:33,209 - mmaction - INFO - Epoch [75][100/627] lr: 6.000e-02, eta: 13:44:43, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0168, loss: 2.0168, grad_norm: 2.3996 2020-09-11 22:37:53,791 - mmaction - INFO - Epoch [75][120/627] lr: 6.000e-02, eta: 13:44:22, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5306, top5_acc: 0.7583, loss_cls: 2.0413, loss: 2.0413, grad_norm: 2.4389 2020-09-11 22:38:14,395 - mmaction - INFO - Epoch [75][140/627] lr: 6.000e-02, eta: 13:44:02, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.5199, top5_acc: 0.7448, loss_cls: 2.0854, loss: 2.0854, grad_norm: 2.3974 2020-09-11 22:38:34,896 - mmaction - INFO - Epoch [75][160/627] lr: 6.000e-02, eta: 13:43:40, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7551, loss_cls: 2.0551, loss: 2.0551, grad_norm: 2.3793 2020-09-11 22:38:55,547 - mmaction - INFO - Epoch [75][180/627] lr: 6.000e-02, eta: 13:43:19, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7518, loss_cls: 2.0831, loss: 2.0831, grad_norm: 2.4185 2020-09-11 22:39:16,030 - mmaction - INFO - Epoch [75][200/627] lr: 6.000e-02, eta: 13:42:58, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7562, loss_cls: 2.0412, loss: 2.0412, grad_norm: 2.4041 2020-09-11 22:39:36,677 - mmaction - INFO - Epoch [75][220/627] lr: 6.000e-02, eta: 13:42:37, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7500, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.3987 2020-09-11 22:39:57,311 - mmaction - INFO - Epoch [75][240/627] lr: 6.000e-02, eta: 13:42:16, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7469, loss_cls: 2.0847, loss: 2.0847, grad_norm: 2.4554 2020-09-11 22:40:17,859 - mmaction - INFO - Epoch [75][260/627] lr: 6.000e-02, eta: 13:41:55, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.5268, top5_acc: 0.7483, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.4280 2020-09-11 22:40:38,369 - mmaction - INFO - Epoch [75][280/627] lr: 6.000e-02, eta: 13:41:34, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7603, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.4044 2020-09-11 22:40:58,828 - mmaction - INFO - Epoch [75][300/627] lr: 6.000e-02, eta: 13:41:13, time: 1.025, data_time: 0.010, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7482, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.4162 2020-09-11 22:41:19,330 - mmaction - INFO - Epoch [75][320/627] lr: 6.000e-02, eta: 13:40:52, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7487, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.4340 2020-09-11 22:41:39,827 - mmaction - INFO - Epoch [75][340/627] lr: 6.000e-02, eta: 13:40:31, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7408, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.4180 2020-09-11 22:42:00,475 - mmaction - INFO - Epoch [75][360/627] lr: 6.000e-02, eta: 13:40:10, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7458, loss_cls: 2.1039, loss: 2.1039, grad_norm: 2.3969 2020-09-11 22:42:21,148 - mmaction - INFO - Epoch [75][380/627] lr: 6.000e-02, eta: 13:39:49, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7491, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.4167 2020-09-11 22:42:41,647 - mmaction - INFO - Epoch [75][400/627] lr: 6.000e-02, eta: 13:39:28, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5181, top5_acc: 0.7500, loss_cls: 2.1047, loss: 2.1047, grad_norm: 2.4333 2020-09-11 22:43:02,217 - mmaction - INFO - Epoch [75][420/627] lr: 6.000e-02, eta: 13:39:06, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7458, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.4343 2020-09-11 22:43:22,758 - mmaction - INFO - Epoch [75][440/627] lr: 6.000e-02, eta: 13:38:45, time: 1.025, data_time: 0.023, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0558, loss: 2.0558, grad_norm: 2.4420 2020-09-11 22:43:43,289 - mmaction - INFO - Epoch [75][460/627] lr: 6.000e-02, eta: 13:38:24, time: 1.034, data_time: 0.017, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7444, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.4429 2020-09-11 22:44:03,940 - mmaction - INFO - Epoch [75][480/627] lr: 6.000e-02, eta: 13:38:03, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7505, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.4373 2020-09-11 22:44:24,452 - mmaction - INFO - Epoch [75][500/627] lr: 6.000e-02, eta: 13:37:42, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5230, top5_acc: 0.7499, loss_cls: 2.0802, loss: 2.0802, grad_norm: 2.4076 2020-09-11 22:44:44,961 - mmaction - INFO - Epoch [75][520/627] lr: 6.000e-02, eta: 13:37:21, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7415, loss_cls: 2.1063, loss: 2.1063, grad_norm: 2.3867 2020-09-11 22:45:05,456 - mmaction - INFO - Epoch [75][540/627] lr: 6.000e-02, eta: 13:37:00, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7426, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.4108 2020-09-11 22:45:26,055 - mmaction - INFO - Epoch [75][560/627] lr: 6.000e-02, eta: 13:36:39, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.5124, top5_acc: 0.7409, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.4209 2020-09-11 22:45:46,622 - mmaction - INFO - Epoch [75][580/627] lr: 6.000e-02, eta: 13:36:18, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7397, loss_cls: 2.1092, loss: 2.1092, grad_norm: 2.4264 2020-09-11 22:46:07,071 - mmaction - INFO - Epoch [75][600/627] lr: 6.000e-02, eta: 13:35:57, time: 1.021, data_time: 0.013, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7538, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.3965 2020-09-11 22:46:27,504 - mmaction - INFO - Epoch [75][620/627] lr: 6.000e-02, eta: 13:35:35, time: 1.018, data_time: 0.010, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7436, loss_cls: 2.1142, loss: 2.1142, grad_norm: 2.3862 2020-09-11 22:46:33,167 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-09-11 22:47:04,807 - mmaction - INFO - Epoch [76][20/627] lr: 6.000e-02, eta: 13:35:10, time: 1.538, data_time: 0.485, memory: 8470, top1_acc: 0.5284, top5_acc: 0.7552, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.4029 2020-09-11 22:47:25,402 - mmaction - INFO - Epoch [76][40/627] lr: 6.000e-02, eta: 13:34:49, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7559, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.4098 2020-09-11 22:47:46,123 - mmaction - INFO - Epoch [76][60/627] lr: 6.000e-02, eta: 13:34:28, time: 1.042, data_time: 0.019, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7553, loss_cls: 2.0518, loss: 2.0518, grad_norm: 2.3952 2020-09-11 22:48:06,747 - mmaction - INFO - Epoch [76][80/627] lr: 6.000e-02, eta: 13:34:07, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7439, loss_cls: 2.0959, loss: 2.0959, grad_norm: 2.4108 2020-09-11 22:48:27,267 - mmaction - INFO - Epoch [76][100/627] lr: 6.000e-02, eta: 13:33:46, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7458, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.4295 2020-09-11 22:48:47,759 - mmaction - INFO - Epoch [76][120/627] lr: 6.000e-02, eta: 13:33:25, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7499, loss_cls: 2.0808, loss: 2.0808, grad_norm: 2.3754 2020-09-11 22:49:08,370 - mmaction - INFO - Epoch [76][140/627] lr: 6.000e-02, eta: 13:33:04, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5421, top5_acc: 0.7596, loss_cls: 1.9941, loss: 1.9941, grad_norm: 2.3591 2020-09-11 22:49:28,960 - mmaction - INFO - Epoch [76][160/627] lr: 6.000e-02, eta: 13:32:43, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7596, loss_cls: 2.0275, loss: 2.0275, grad_norm: 2.4164 2020-09-11 22:49:49,468 - mmaction - INFO - Epoch [76][180/627] lr: 6.000e-02, eta: 13:32:22, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5323, top5_acc: 0.7599, loss_cls: 2.0228, loss: 2.0228, grad_norm: 2.4072 2020-09-11 22:50:10,014 - mmaction - INFO - Epoch [76][200/627] lr: 6.000e-02, eta: 13:32:01, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5324, top5_acc: 0.7574, loss_cls: 2.0245, loss: 2.0245, grad_norm: 2.3840 2020-09-11 22:50:30,443 - mmaction - INFO - Epoch [76][220/627] lr: 6.000e-02, eta: 13:31:39, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7493, loss_cls: 2.0893, loss: 2.0893, grad_norm: 2.4393 2020-09-11 22:50:51,076 - mmaction - INFO - Epoch [76][240/627] lr: 6.000e-02, eta: 13:31:18, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7604, loss_cls: 2.0261, loss: 2.0261, grad_norm: 2.3773 2020-09-11 22:51:11,641 - mmaction - INFO - Epoch [76][260/627] lr: 6.000e-02, eta: 13:30:57, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.5272, top5_acc: 0.7538, loss_cls: 2.0339, loss: 2.0339, grad_norm: 2.3994 2020-09-11 22:51:32,248 - mmaction - INFO - Epoch [76][280/627] lr: 6.000e-02, eta: 13:30:36, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7460, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.4364 2020-09-11 22:51:52,786 - mmaction - INFO - Epoch [76][300/627] lr: 6.000e-02, eta: 13:30:15, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7530, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.4367 2020-09-11 22:52:13,327 - mmaction - INFO - Epoch [76][320/627] lr: 6.000e-02, eta: 13:29:54, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7548, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.4419 2020-09-11 22:52:33,750 - mmaction - INFO - Epoch [76][340/627] lr: 6.000e-02, eta: 13:29:33, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.3960 2020-09-11 22:52:54,335 - mmaction - INFO - Epoch [76][360/627] lr: 6.000e-02, eta: 13:29:12, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7423, loss_cls: 2.1260, loss: 2.1260, grad_norm: 2.4274 2020-09-11 22:53:14,876 - mmaction - INFO - Epoch [76][380/627] lr: 6.000e-02, eta: 13:28:51, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5268, top5_acc: 0.7497, loss_cls: 2.0580, loss: 2.0580, grad_norm: 2.4350 2020-09-11 22:53:35,490 - mmaction - INFO - Epoch [76][400/627] lr: 6.000e-02, eta: 13:28:30, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7478, loss_cls: 2.0837, loss: 2.0837, grad_norm: 2.4406 2020-09-11 22:53:56,035 - mmaction - INFO - Epoch [76][420/627] lr: 6.000e-02, eta: 13:28:09, time: 1.031, data_time: 0.017, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7427, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.4395 2020-09-11 22:54:16,632 - mmaction - INFO - Epoch [76][440/627] lr: 6.000e-02, eta: 13:27:48, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7507, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.4007 2020-09-11 22:54:37,271 - mmaction - INFO - Epoch [76][460/627] lr: 6.000e-02, eta: 13:27:27, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7492, loss_cls: 2.0908, loss: 2.0908, grad_norm: 2.3864 2020-09-11 22:54:57,816 - mmaction - INFO - Epoch [76][480/627] lr: 6.000e-02, eta: 13:27:06, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7426, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.4302 2020-09-11 22:55:18,449 - mmaction - INFO - Epoch [76][500/627] lr: 6.000e-02, eta: 13:26:45, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7499, loss_cls: 2.0769, loss: 2.0769, grad_norm: 2.4378 2020-09-11 22:55:38,988 - mmaction - INFO - Epoch [76][520/627] lr: 6.000e-02, eta: 13:26:24, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7448, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.4358 2020-09-11 22:55:59,550 - mmaction - INFO - Epoch [76][540/627] lr: 6.000e-02, eta: 13:26:03, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7430, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.4109 2020-09-11 22:56:20,057 - mmaction - INFO - Epoch [76][560/627] lr: 6.000e-02, eta: 13:25:42, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7470, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.4269 2020-09-11 22:56:40,589 - mmaction - INFO - Epoch [76][580/627] lr: 6.000e-02, eta: 13:25:20, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7499, loss_cls: 2.0923, loss: 2.0923, grad_norm: 2.4269 2020-09-11 22:57:01,256 - mmaction - INFO - Epoch [76][600/627] lr: 6.000e-02, eta: 13:25:00, time: 1.040, data_time: 0.012, memory: 8470, top1_acc: 0.5225, top5_acc: 0.7486, loss_cls: 2.1044, loss: 2.1044, grad_norm: 2.4053 2020-09-11 22:57:21,761 - mmaction - INFO - Epoch [76][620/627] lr: 6.000e-02, eta: 13:24:38, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7493, loss_cls: 2.0736, loss: 2.0736, grad_norm: 2.3970 2020-09-11 22:57:59,329 - mmaction - INFO - Epoch [77][20/627] lr: 6.000e-02, eta: 13:24:14, time: 1.594, data_time: 0.499, memory: 8470, top1_acc: 0.5312, top5_acc: 0.7540, loss_cls: 2.0480, loss: 2.0480, grad_norm: 2.3845 2020-09-11 22:58:19,902 - mmaction - INFO - Epoch [77][40/627] lr: 6.000e-02, eta: 13:23:53, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5398, top5_acc: 0.7605, loss_cls: 2.0094, loss: 2.0094, grad_norm: 2.3992 2020-09-11 22:58:40,414 - mmaction - INFO - Epoch [77][60/627] lr: 6.000e-02, eta: 13:23:32, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5371, top5_acc: 0.7632, loss_cls: 2.0075, loss: 2.0075, grad_norm: 2.4289 2020-09-11 22:59:01,104 - mmaction - INFO - Epoch [77][80/627] lr: 6.000e-02, eta: 13:23:11, time: 1.036, data_time: 0.007, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7536, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.4513 2020-09-11 22:59:21,667 - mmaction - INFO - Epoch [77][100/627] lr: 6.000e-02, eta: 13:22:50, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7525, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.4433 2020-09-11 22:59:42,267 - mmaction - INFO - Epoch [77][120/627] lr: 6.000e-02, eta: 13:22:29, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5316, top5_acc: 0.7569, loss_cls: 2.0280, loss: 2.0280, grad_norm: 2.3901 2020-09-11 23:00:02,888 - mmaction - INFO - Epoch [77][140/627] lr: 6.000e-02, eta: 13:22:08, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5260, top5_acc: 0.7559, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.4005 2020-09-11 23:00:23,463 - mmaction - INFO - Epoch [77][160/627] lr: 6.000e-02, eta: 13:21:47, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7553, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.4094 2020-09-11 23:00:43,989 - mmaction - INFO - Epoch [77][180/627] lr: 6.000e-02, eta: 13:21:26, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5307, top5_acc: 0.7539, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.4065 2020-09-11 23:01:04,536 - mmaction - INFO - Epoch [77][200/627] lr: 6.000e-02, eta: 13:21:05, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5316, top5_acc: 0.7538, loss_cls: 2.0520, loss: 2.0520, grad_norm: 2.3780 2020-09-11 23:01:25,101 - mmaction - INFO - Epoch [77][220/627] lr: 6.000e-02, eta: 13:20:44, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7401, loss_cls: 2.0904, loss: 2.0904, grad_norm: 2.3900 2020-09-11 23:01:45,700 - mmaction - INFO - Epoch [77][240/627] lr: 6.000e-02, eta: 13:20:23, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7616, loss_cls: 2.0179, loss: 2.0179, grad_norm: 2.4006 2020-09-11 23:02:06,151 - mmaction - INFO - Epoch [77][260/627] lr: 6.000e-02, eta: 13:20:02, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.4188 2020-09-11 23:02:26,630 - mmaction - INFO - Epoch [77][280/627] lr: 6.000e-02, eta: 13:19:40, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5355, top5_acc: 0.7496, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.4102 2020-09-11 23:02:47,088 - mmaction - INFO - Epoch [77][300/627] lr: 6.000e-02, eta: 13:19:19, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7478, loss_cls: 2.0778, loss: 2.0778, grad_norm: 2.4314 2020-09-11 23:03:07,566 - mmaction - INFO - Epoch [77][320/627] lr: 6.000e-02, eta: 13:18:58, time: 1.020, data_time: 0.018, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7454, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.4281 2020-09-11 23:03:28,113 - mmaction - INFO - Epoch [77][340/627] lr: 6.000e-02, eta: 13:18:37, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7486, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.4407 2020-09-11 23:03:48,631 - mmaction - INFO - Epoch [77][360/627] lr: 6.000e-02, eta: 13:18:16, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7553, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.4479 2020-09-11 23:04:09,147 - mmaction - INFO - Epoch [77][380/627] lr: 6.000e-02, eta: 13:17:55, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7499, loss_cls: 2.0665, loss: 2.0665, grad_norm: 2.3724 2020-09-11 23:04:29,726 - mmaction - INFO - Epoch [77][400/627] lr: 6.000e-02, eta: 13:17:34, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7448, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.4367 2020-09-11 23:04:50,173 - mmaction - INFO - Epoch [77][420/627] lr: 6.000e-02, eta: 13:17:13, time: 1.024, data_time: 0.012, memory: 8470, top1_acc: 0.5249, top5_acc: 0.7587, loss_cls: 2.0476, loss: 2.0476, grad_norm: 2.4302 2020-09-11 23:05:10,718 - mmaction - INFO - Epoch [77][440/627] lr: 6.000e-02, eta: 13:16:51, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7439, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.4247 2020-09-11 23:05:31,297 - mmaction - INFO - Epoch [77][460/627] lr: 6.000e-02, eta: 13:16:31, time: 1.036, data_time: 0.020, memory: 8470, top1_acc: 0.5173, top5_acc: 0.7402, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.4534 2020-09-11 23:05:51,915 - mmaction - INFO - Epoch [77][480/627] lr: 6.000e-02, eta: 13:16:10, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7518, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.4381 2020-09-11 23:06:12,320 - mmaction - INFO - Epoch [77][500/627] lr: 6.000e-02, eta: 13:15:48, time: 1.014, data_time: 0.006, memory: 8470, top1_acc: 0.5307, top5_acc: 0.7574, loss_cls: 2.0508, loss: 2.0508, grad_norm: 2.4067 2020-09-11 23:06:32,861 - mmaction - INFO - Epoch [77][520/627] lr: 6.000e-02, eta: 13:15:27, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7491, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.4106 2020-09-11 23:06:53,454 - mmaction - INFO - Epoch [77][540/627] lr: 6.000e-02, eta: 13:15:06, time: 1.037, data_time: 0.017, memory: 8470, top1_acc: 0.5186, top5_acc: 0.7500, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.4020 2020-09-11 23:07:13,940 - mmaction - INFO - Epoch [77][560/627] lr: 6.000e-02, eta: 13:14:45, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.5081, top5_acc: 0.7349, loss_cls: 2.1508, loss: 2.1508, grad_norm: 2.4630 2020-09-11 23:07:34,542 - mmaction - INFO - Epoch [77][580/627] lr: 6.000e-02, eta: 13:14:24, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7384, loss_cls: 2.1148, loss: 2.1148, grad_norm: 2.4284 2020-09-11 23:07:55,017 - mmaction - INFO - Epoch [77][600/627] lr: 6.000e-02, eta: 13:14:03, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7374, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.3889 2020-09-11 23:08:15,505 - mmaction - INFO - Epoch [77][620/627] lr: 6.000e-02, eta: 13:13:42, time: 1.026, data_time: 0.012, memory: 8470, top1_acc: 0.5245, top5_acc: 0.7493, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.3744 2020-09-11 23:09:17,370 - mmaction - INFO - Epoch [78][20/627] lr: 6.000e-02, eta: 13:13:32, time: 2.356, data_time: 1.282, memory: 8470, top1_acc: 0.5307, top5_acc: 0.7560, loss_cls: 2.0412, loss: 2.0412, grad_norm: 2.4171 2020-09-11 23:09:37,850 - mmaction - INFO - Epoch [78][40/627] lr: 6.000e-02, eta: 13:13:11, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5263, top5_acc: 0.7469, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.4202 2020-09-11 23:09:58,386 - mmaction - INFO - Epoch [78][60/627] lr: 6.000e-02, eta: 13:12:50, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.5339, top5_acc: 0.7620, loss_cls: 2.0297, loss: 2.0297, grad_norm: 2.3997 2020-09-11 23:10:18,901 - mmaction - INFO - Epoch [78][80/627] lr: 6.000e-02, eta: 13:12:29, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7566, loss_cls: 2.0328, loss: 2.0328, grad_norm: 2.3852 2020-09-11 23:10:39,369 - mmaction - INFO - Epoch [78][100/627] lr: 6.000e-02, eta: 13:12:08, time: 1.025, data_time: 0.012, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7560, loss_cls: 2.0586, loss: 2.0586, grad_norm: 2.3829 2020-09-11 23:10:59,891 - mmaction - INFO - Epoch [78][120/627] lr: 6.000e-02, eta: 13:11:47, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5293, top5_acc: 0.7461, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.4433 2020-09-11 23:11:20,443 - mmaction - INFO - Epoch [78][140/627] lr: 6.000e-02, eta: 13:11:25, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7573, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.4440 2020-09-11 23:11:40,962 - mmaction - INFO - Epoch [78][160/627] lr: 6.000e-02, eta: 13:11:04, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5318, top5_acc: 0.7535, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.4165 2020-09-11 23:12:01,576 - mmaction - INFO - Epoch [78][180/627] lr: 6.000e-02, eta: 13:10:43, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5276, top5_acc: 0.7467, loss_cls: 2.0725, loss: 2.0725, grad_norm: 2.4204 2020-09-11 23:12:22,136 - mmaction - INFO - Epoch [78][200/627] lr: 6.000e-02, eta: 13:10:22, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5337, top5_acc: 0.7557, loss_cls: 2.0399, loss: 2.0399, grad_norm: 2.3980 2020-09-11 23:12:42,691 - mmaction - INFO - Epoch [78][220/627] lr: 6.000e-02, eta: 13:10:01, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5276, top5_acc: 0.7534, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.4015 2020-09-11 23:13:03,196 - mmaction - INFO - Epoch [78][240/627] lr: 6.000e-02, eta: 13:09:40, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7492, loss_cls: 2.0571, loss: 2.0571, grad_norm: 2.3988 2020-09-11 23:13:23,638 - mmaction - INFO - Epoch [78][260/627] lr: 6.000e-02, eta: 13:09:19, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7475, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.4774 2020-09-11 23:13:44,151 - mmaction - INFO - Epoch [78][280/627] lr: 6.000e-02, eta: 13:08:58, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.5286, top5_acc: 0.7513, loss_cls: 2.0262, loss: 2.0262, grad_norm: 2.3918 2020-09-11 23:14:04,695 - mmaction - INFO - Epoch [78][300/627] lr: 6.000e-02, eta: 13:08:37, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7480, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.4326 2020-09-11 23:14:25,240 - mmaction - INFO - Epoch [78][320/627] lr: 6.000e-02, eta: 13:08:16, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7479, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.4669 2020-09-11 23:14:45,764 - mmaction - INFO - Epoch [78][340/627] lr: 6.000e-02, eta: 13:07:55, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7565, loss_cls: 2.0553, loss: 2.0553, grad_norm: 2.4130 2020-09-11 23:15:06,259 - mmaction - INFO - Epoch [78][360/627] lr: 6.000e-02, eta: 13:07:33, time: 1.020, data_time: 0.010, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.0991, loss: 2.0991, grad_norm: 2.4162 2020-09-11 23:15:26,804 - mmaction - INFO - Epoch [78][380/627] lr: 6.000e-02, eta: 13:07:12, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5306, top5_acc: 0.7436, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.4261 2020-09-11 23:15:47,329 - mmaction - INFO - Epoch [78][400/627] lr: 6.000e-02, eta: 13:06:51, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5314, top5_acc: 0.7465, loss_cls: 2.0575, loss: 2.0575, grad_norm: 2.3808 2020-09-11 23:16:07,919 - mmaction - INFO - Epoch [78][420/627] lr: 6.000e-02, eta: 13:06:30, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7497, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.4274 2020-09-11 23:16:28,420 - mmaction - INFO - Epoch [78][440/627] lr: 6.000e-02, eta: 13:06:09, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.5285, top5_acc: 0.7543, loss_cls: 2.0650, loss: 2.0650, grad_norm: 2.3917 2020-09-11 23:16:48,926 - mmaction - INFO - Epoch [78][460/627] lr: 6.000e-02, eta: 13:05:48, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7527, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.4062 2020-09-11 23:17:09,462 - mmaction - INFO - Epoch [78][480/627] lr: 6.000e-02, eta: 13:05:27, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7518, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.4219 2020-09-11 23:17:30,090 - mmaction - INFO - Epoch [78][500/627] lr: 6.000e-02, eta: 13:05:06, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5173, top5_acc: 0.7488, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.3734 2020-09-11 23:17:50,637 - mmaction - INFO - Epoch [78][520/627] lr: 6.000e-02, eta: 13:04:45, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7462, loss_cls: 2.1074, loss: 2.1074, grad_norm: 2.4313 2020-09-11 23:18:11,286 - mmaction - INFO - Epoch [78][540/627] lr: 6.000e-02, eta: 13:04:24, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5195, top5_acc: 0.7503, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.4035 2020-09-11 23:18:31,867 - mmaction - INFO - Epoch [78][560/627] lr: 6.000e-02, eta: 13:04:03, time: 1.018, data_time: 0.010, memory: 8470, top1_acc: 0.5186, top5_acc: 0.7533, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.4303 2020-09-11 23:18:52,401 - mmaction - INFO - Epoch [78][580/627] lr: 6.000e-02, eta: 13:03:42, time: 1.037, data_time: 0.017, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7451, loss_cls: 2.1031, loss: 2.1031, grad_norm: 2.4029 2020-09-11 23:19:12,931 - mmaction - INFO - Epoch [78][600/627] lr: 6.000e-02, eta: 13:03:21, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7453, loss_cls: 2.0999, loss: 2.0999, grad_norm: 2.4279 2020-09-11 23:19:33,528 - mmaction - INFO - Epoch [78][620/627] lr: 6.000e-02, eta: 13:03:00, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5151, top5_acc: 0.7460, loss_cls: 2.0950, loss: 2.0950, grad_norm: 2.4061 2020-09-11 23:20:11,271 - mmaction - INFO - Epoch [79][20/627] lr: 6.000e-02, eta: 13:02:35, time: 1.602, data_time: 0.468, memory: 8470, top1_acc: 0.5301, top5_acc: 0.7671, loss_cls: 2.0277, loss: 2.0277, grad_norm: 2.3866 2020-09-11 23:20:31,808 - mmaction - INFO - Epoch [79][40/627] lr: 6.000e-02, eta: 13:02:14, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7454, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.4034 2020-09-11 23:20:52,399 - mmaction - INFO - Epoch [79][60/627] lr: 6.000e-02, eta: 13:01:53, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.5212, top5_acc: 0.7531, loss_cls: 2.0699, loss: 2.0699, grad_norm: 2.3896 2020-09-11 23:21:12,910 - mmaction - INFO - Epoch [79][80/627] lr: 6.000e-02, eta: 13:01:32, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5342, top5_acc: 0.7570, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.3827 2020-09-11 23:21:33,488 - mmaction - INFO - Epoch [79][100/627] lr: 6.000e-02, eta: 13:01:11, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5316, top5_acc: 0.7577, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.3921 2020-09-11 23:21:53,916 - mmaction - INFO - Epoch [79][120/627] lr: 6.000e-02, eta: 13:00:50, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.5346, top5_acc: 0.7637, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.4081 2020-09-11 23:22:14,428 - mmaction - INFO - Epoch [79][140/627] lr: 6.000e-02, eta: 13:00:29, time: 1.018, data_time: 0.011, memory: 8470, top1_acc: 0.5361, top5_acc: 0.7604, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.3829 2020-09-11 23:22:35,020 - mmaction - INFO - Epoch [79][160/627] lr: 6.000e-02, eta: 13:00:08, time: 1.033, data_time: 0.015, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7449, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.4247 2020-09-11 23:22:55,569 - mmaction - INFO - Epoch [79][180/627] lr: 6.000e-02, eta: 12:59:47, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7539, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.4540 2020-09-11 23:23:16,154 - mmaction - INFO - Epoch [79][200/627] lr: 6.000e-02, eta: 12:59:26, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7501, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.4201 2020-09-11 23:23:36,690 - mmaction - INFO - Epoch [79][220/627] lr: 6.000e-02, eta: 12:59:05, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5237, top5_acc: 0.7464, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.4265 2020-09-11 23:23:57,181 - mmaction - INFO - Epoch [79][240/627] lr: 6.000e-02, eta: 12:58:44, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7583, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.4182 2020-09-11 23:24:17,666 - mmaction - INFO - Epoch [79][260/627] lr: 6.000e-02, eta: 12:58:23, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.5357, top5_acc: 0.7651, loss_cls: 1.9906, loss: 1.9906, grad_norm: 2.4151 2020-09-11 23:24:38,213 - mmaction - INFO - Epoch [79][280/627] lr: 6.000e-02, eta: 12:58:02, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5259, top5_acc: 0.7496, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.4346 2020-09-11 23:24:58,781 - mmaction - INFO - Epoch [79][300/627] lr: 6.000e-02, eta: 12:57:40, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7520, loss_cls: 2.0838, loss: 2.0838, grad_norm: 2.4516 2020-09-11 23:25:19,235 - mmaction - INFO - Epoch [79][320/627] lr: 6.000e-02, eta: 12:57:19, time: 1.029, data_time: 0.017, memory: 8470, top1_acc: 0.5245, top5_acc: 0.7424, loss_cls: 2.1087, loss: 2.1087, grad_norm: 2.4448 2020-09-11 23:25:39,791 - mmaction - INFO - Epoch [79][340/627] lr: 6.000e-02, eta: 12:56:58, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5316, top5_acc: 0.7615, loss_cls: 2.0480, loss: 2.0480, grad_norm: 2.4105 2020-09-11 23:26:00,406 - mmaction - INFO - Epoch [79][360/627] lr: 6.000e-02, eta: 12:56:37, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5296, top5_acc: 0.7603, loss_cls: 2.0274, loss: 2.0274, grad_norm: 2.4181 2020-09-11 23:26:20,942 - mmaction - INFO - Epoch [79][380/627] lr: 6.000e-02, eta: 12:56:16, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7486, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.4298 2020-09-11 23:26:41,369 - mmaction - INFO - Epoch [79][400/627] lr: 6.000e-02, eta: 12:55:55, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7510, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.4040 2020-09-11 23:27:01,875 - mmaction - INFO - Epoch [79][420/627] lr: 6.000e-02, eta: 12:55:34, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7430, loss_cls: 2.1021, loss: 2.1021, grad_norm: 2.3968 2020-09-11 23:27:22,428 - mmaction - INFO - Epoch [79][440/627] lr: 6.000e-02, eta: 12:55:13, time: 1.016, data_time: 0.011, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7534, loss_cls: 2.0855, loss: 2.0855, grad_norm: 2.4440 2020-09-11 23:27:42,911 - mmaction - INFO - Epoch [79][460/627] lr: 6.000e-02, eta: 12:54:52, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.5212, top5_acc: 0.7458, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.4004 2020-09-11 23:28:03,572 - mmaction - INFO - Epoch [79][480/627] lr: 6.000e-02, eta: 12:54:31, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5294, top5_acc: 0.7533, loss_cls: 2.0560, loss: 2.0560, grad_norm: 2.3980 2020-09-11 23:28:24,125 - mmaction - INFO - Epoch [79][500/627] lr: 6.000e-02, eta: 12:54:10, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.5284, top5_acc: 0.7562, loss_cls: 2.0423, loss: 2.0423, grad_norm: 2.4173 2020-09-11 23:28:44,711 - mmaction - INFO - Epoch [79][520/627] lr: 6.000e-02, eta: 12:53:49, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7479, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.4723 2020-09-11 23:29:05,175 - mmaction - INFO - Epoch [79][540/627] lr: 6.000e-02, eta: 12:53:28, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7508, loss_cls: 2.0630, loss: 2.0630, grad_norm: 2.4150 2020-09-11 23:29:25,628 - mmaction - INFO - Epoch [79][560/627] lr: 6.000e-02, eta: 12:53:07, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7448, loss_cls: 2.1136, loss: 2.1136, grad_norm: 2.4429 2020-09-11 23:29:46,094 - mmaction - INFO - Epoch [79][580/627] lr: 6.000e-02, eta: 12:52:45, time: 1.013, data_time: 0.005, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7418, loss_cls: 2.0984, loss: 2.0984, grad_norm: 2.4391 2020-09-11 23:30:06,614 - mmaction - INFO - Epoch [79][600/627] lr: 6.000e-02, eta: 12:52:24, time: 1.027, data_time: 0.015, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7453, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.4390 2020-09-11 23:30:27,155 - mmaction - INFO - Epoch [79][620/627] lr: 6.000e-02, eta: 12:52:03, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7435, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.4552 2020-09-11 23:31:05,282 - mmaction - INFO - Epoch [80][20/627] lr: 6.000e-02, eta: 12:51:39, time: 1.610, data_time: 0.462, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7561, loss_cls: 2.0373, loss: 2.0373, grad_norm: 2.4095 2020-09-11 23:31:25,904 - mmaction - INFO - Epoch [80][40/627] lr: 6.000e-02, eta: 12:51:18, time: 1.039, data_time: 0.020, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7552, loss_cls: 2.0381, loss: 2.0381, grad_norm: 2.4082 2020-09-11 23:31:46,456 - mmaction - INFO - Epoch [80][60/627] lr: 6.000e-02, eta: 12:50:57, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5246, top5_acc: 0.7607, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.4241 2020-09-11 23:32:07,034 - mmaction - INFO - Epoch [80][80/627] lr: 6.000e-02, eta: 12:50:36, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.5268, top5_acc: 0.7582, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.4441 2020-09-11 23:32:27,535 - mmaction - INFO - Epoch [80][100/627] lr: 6.000e-02, eta: 12:50:15, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5225, top5_acc: 0.7569, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.4201 2020-09-11 23:32:48,111 - mmaction - INFO - Epoch [80][120/627] lr: 6.000e-02, eta: 12:49:54, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7574, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.4419 2020-09-11 23:33:08,666 - mmaction - INFO - Epoch [80][140/627] lr: 6.000e-02, eta: 12:49:33, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7557, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.4149 2020-09-11 23:33:29,195 - mmaction - INFO - Epoch [80][160/627] lr: 6.000e-02, eta: 12:49:12, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7546, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.3956 2020-09-11 23:33:49,697 - mmaction - INFO - Epoch [80][180/627] lr: 6.000e-02, eta: 12:48:51, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7579, loss_cls: 2.0468, loss: 2.0468, grad_norm: 2.4743 2020-09-11 23:34:10,417 - mmaction - INFO - Epoch [80][200/627] lr: 6.000e-02, eta: 12:48:30, time: 1.033, data_time: 0.004, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7533, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.4307 2020-09-11 23:34:30,910 - mmaction - INFO - Epoch [80][220/627] lr: 6.000e-02, eta: 12:48:09, time: 1.026, data_time: 0.012, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7573, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.4066 2020-09-11 23:34:51,388 - mmaction - INFO - Epoch [80][240/627] lr: 6.000e-02, eta: 12:47:48, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0104, loss: 2.0104, grad_norm: 2.4078 2020-09-11 23:35:12,015 - mmaction - INFO - Epoch [80][260/627] lr: 6.000e-02, eta: 12:47:27, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5258, top5_acc: 0.7561, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.4486 2020-09-11 23:35:32,488 - mmaction - INFO - Epoch [80][280/627] lr: 6.000e-02, eta: 12:47:06, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7546, loss_cls: 2.0571, loss: 2.0571, grad_norm: 2.4309 2020-09-11 23:35:53,106 - mmaction - INFO - Epoch [80][300/627] lr: 6.000e-02, eta: 12:46:45, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.5150, top5_acc: 0.7448, loss_cls: 2.1056, loss: 2.1056, grad_norm: 2.4432 2020-09-11 23:36:13,621 - mmaction - INFO - Epoch [80][320/627] lr: 6.000e-02, eta: 12:46:24, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7424, loss_cls: 2.0968, loss: 2.0968, grad_norm: 2.4188 2020-09-11 23:36:34,251 - mmaction - INFO - Epoch [80][340/627] lr: 6.000e-02, eta: 12:46:02, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7406, loss_cls: 2.0991, loss: 2.0991, grad_norm: 2.4113 2020-09-11 23:36:54,856 - mmaction - INFO - Epoch [80][360/627] lr: 6.000e-02, eta: 12:45:42, time: 1.040, data_time: 0.015, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7409, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.4328 2020-09-11 23:37:15,460 - mmaction - INFO - Epoch [80][380/627] lr: 6.000e-02, eta: 12:45:21, time: 1.032, data_time: 0.003, memory: 8470, top1_acc: 0.5298, top5_acc: 0.7474, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.3783 2020-09-11 23:37:35,933 - mmaction - INFO - Epoch [80][400/627] lr: 6.000e-02, eta: 12:45:00, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7388, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.4389 2020-09-11 23:37:56,549 - mmaction - INFO - Epoch [80][420/627] lr: 6.000e-02, eta: 12:44:38, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7448, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.4190 2020-09-11 23:38:17,086 - mmaction - INFO - Epoch [80][440/627] lr: 6.000e-02, eta: 12:44:17, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7496, loss_cls: 2.0548, loss: 2.0548, grad_norm: 2.4178 2020-09-11 23:38:37,710 - mmaction - INFO - Epoch [80][460/627] lr: 6.000e-02, eta: 12:43:56, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.5259, top5_acc: 0.7523, loss_cls: 2.0556, loss: 2.0556, grad_norm: 2.3872 2020-09-11 23:38:58,224 - mmaction - INFO - Epoch [80][480/627] lr: 6.000e-02, eta: 12:43:35, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5208, top5_acc: 0.7510, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.4154 2020-09-11 23:39:18,756 - mmaction - INFO - Epoch [80][500/627] lr: 6.000e-02, eta: 12:43:14, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7414, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.4039 2020-09-11 23:39:39,288 - mmaction - INFO - Epoch [80][520/627] lr: 6.000e-02, eta: 12:42:53, time: 1.016, data_time: 0.008, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7536, loss_cls: 2.0388, loss: 2.0388, grad_norm: 2.3989 2020-09-11 23:39:59,804 - mmaction - INFO - Epoch [80][540/627] lr: 6.000e-02, eta: 12:42:32, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7464, loss_cls: 2.1007, loss: 2.1007, grad_norm: 2.4044 2020-09-11 23:40:20,388 - mmaction - INFO - Epoch [80][560/627] lr: 6.000e-02, eta: 12:42:11, time: 1.019, data_time: 0.008, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7444, loss_cls: 2.0875, loss: 2.0875, grad_norm: 2.4084 2020-09-11 23:40:40,973 - mmaction - INFO - Epoch [80][580/627] lr: 6.000e-02, eta: 12:41:50, time: 1.039, data_time: 0.018, memory: 8470, top1_acc: 0.5354, top5_acc: 0.7548, loss_cls: 2.0375, loss: 2.0375, grad_norm: 2.3820 2020-09-11 23:41:01,491 - mmaction - INFO - Epoch [80][600/627] lr: 6.000e-02, eta: 12:41:29, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7507, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.4326 2020-09-11 23:41:22,029 - mmaction - INFO - Epoch [80][620/627] lr: 6.000e-02, eta: 12:41:08, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7460, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.4247 2020-09-11 23:41:27,693 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-09-11 23:41:59,623 - mmaction - INFO - Epoch [81][20/627] lr: 6.000e-02, eta: 12:40:43, time: 1.577, data_time: 0.513, memory: 8470, top1_acc: 0.5328, top5_acc: 0.7500, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.4415 2020-09-11 23:42:20,233 - mmaction - INFO - Epoch [81][40/627] lr: 6.000e-02, eta: 12:40:22, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7564, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.4133 2020-09-11 23:42:40,733 - mmaction - INFO - Epoch [81][60/627] lr: 6.000e-02, eta: 12:40:01, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7500, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.4254 2020-09-11 23:43:01,292 - mmaction - INFO - Epoch [81][80/627] lr: 6.000e-02, eta: 12:39:40, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.4010 2020-09-11 23:43:21,759 - mmaction - INFO - Epoch [81][100/627] lr: 6.000e-02, eta: 12:39:19, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5387, top5_acc: 0.7659, loss_cls: 1.9823, loss: 1.9823, grad_norm: 2.3917 2020-09-11 23:43:42,383 - mmaction - INFO - Epoch [81][120/627] lr: 6.000e-02, eta: 12:38:58, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5402, top5_acc: 0.7629, loss_cls: 2.0069, loss: 2.0069, grad_norm: 2.4139 2020-09-11 23:44:03,047 - mmaction - INFO - Epoch [81][140/627] lr: 6.000e-02, eta: 12:38:37, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7503, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.4482 2020-09-11 23:44:23,643 - mmaction - INFO - Epoch [81][160/627] lr: 6.000e-02, eta: 12:38:16, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7428, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.4172 2020-09-11 23:44:44,100 - mmaction - INFO - Epoch [81][180/627] lr: 6.000e-02, eta: 12:37:55, time: 1.031, data_time: 0.019, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7560, loss_cls: 2.0418, loss: 2.0418, grad_norm: 2.4124 2020-09-11 23:45:04,558 - mmaction - INFO - Epoch [81][200/627] lr: 6.000e-02, eta: 12:37:34, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7490, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.4200 2020-09-11 23:45:25,133 - mmaction - INFO - Epoch [81][220/627] lr: 6.000e-02, eta: 12:37:13, time: 1.023, data_time: 0.016, memory: 8470, top1_acc: 0.5367, top5_acc: 0.7544, loss_cls: 2.0309, loss: 2.0309, grad_norm: 2.4052 2020-09-11 23:45:45,690 - mmaction - INFO - Epoch [81][240/627] lr: 6.000e-02, eta: 12:36:52, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5237, top5_acc: 0.7553, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.4340 2020-09-11 23:46:06,267 - mmaction - INFO - Epoch [81][260/627] lr: 6.000e-02, eta: 12:36:31, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.5118, top5_acc: 0.7388, loss_cls: 2.1177, loss: 2.1177, grad_norm: 2.4404 2020-09-11 23:46:26,882 - mmaction - INFO - Epoch [81][280/627] lr: 6.000e-02, eta: 12:36:10, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7573, loss_cls: 2.0323, loss: 2.0323, grad_norm: 2.4096 2020-09-11 23:46:47,499 - mmaction - INFO - Epoch [81][300/627] lr: 6.000e-02, eta: 12:35:49, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.5246, top5_acc: 0.7501, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.4509 2020-09-11 23:47:07,945 - mmaction - INFO - Epoch [81][320/627] lr: 6.000e-02, eta: 12:35:28, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5260, top5_acc: 0.7521, loss_cls: 2.0396, loss: 2.0396, grad_norm: 2.4196 2020-09-11 23:47:28,469 - mmaction - INFO - Epoch [81][340/627] lr: 6.000e-02, eta: 12:35:07, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7531, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.4352 2020-09-11 23:47:49,040 - mmaction - INFO - Epoch [81][360/627] lr: 6.000e-02, eta: 12:34:46, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.5306, top5_acc: 0.7540, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.4452 2020-09-11 23:48:09,595 - mmaction - INFO - Epoch [81][380/627] lr: 6.000e-02, eta: 12:34:25, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5352, top5_acc: 0.7598, loss_cls: 2.0318, loss: 2.0318, grad_norm: 2.4139 2020-09-11 23:48:30,217 - mmaction - INFO - Epoch [81][400/627] lr: 6.000e-02, eta: 12:34:03, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5189, top5_acc: 0.7501, loss_cls: 2.0822, loss: 2.0822, grad_norm: 2.4510 2020-09-11 23:48:50,694 - mmaction - INFO - Epoch [81][420/627] lr: 6.000e-02, eta: 12:33:43, time: 1.034, data_time: 0.018, memory: 8470, top1_acc: 0.5258, top5_acc: 0.7546, loss_cls: 2.0717, loss: 2.0717, grad_norm: 2.4600 2020-09-11 23:49:11,320 - mmaction - INFO - Epoch [81][440/627] lr: 6.000e-02, eta: 12:33:21, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7530, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.4888 2020-09-11 23:49:31,939 - mmaction - INFO - Epoch [81][460/627] lr: 6.000e-02, eta: 12:33:00, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7479, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.4486 2020-09-11 23:49:52,475 - mmaction - INFO - Epoch [81][480/627] lr: 6.000e-02, eta: 12:32:40, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5134, top5_acc: 0.7457, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.4383 2020-09-11 23:50:13,050 - mmaction - INFO - Epoch [81][500/627] lr: 6.000e-02, eta: 12:32:19, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5294, top5_acc: 0.7542, loss_cls: 2.0365, loss: 2.0365, grad_norm: 2.4065 2020-09-11 23:50:33,656 - mmaction - INFO - Epoch [81][520/627] lr: 6.000e-02, eta: 12:31:57, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7464, loss_cls: 2.0849, loss: 2.0849, grad_norm: 2.4248 2020-09-11 23:50:54,229 - mmaction - INFO - Epoch [81][540/627] lr: 6.000e-02, eta: 12:31:37, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7538, loss_cls: 2.0796, loss: 2.0796, grad_norm: 2.4423 2020-09-11 23:51:14,768 - mmaction - INFO - Epoch [81][560/627] lr: 6.000e-02, eta: 12:31:16, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7493, loss_cls: 2.0739, loss: 2.0739, grad_norm: 2.3577 2020-09-11 23:51:35,342 - mmaction - INFO - Epoch [81][580/627] lr: 6.000e-02, eta: 12:30:55, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7509, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.4400 2020-09-11 23:51:55,821 - mmaction - INFO - Epoch [81][600/627] lr: 6.000e-02, eta: 12:30:33, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7527, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.4144 2020-09-11 23:52:16,395 - mmaction - INFO - Epoch [81][620/627] lr: 6.000e-02, eta: 12:30:12, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7490, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.3848 2020-09-11 23:52:54,120 - mmaction - INFO - Epoch [82][20/627] lr: 6.000e-02, eta: 12:29:48, time: 1.601, data_time: 0.521, memory: 8470, top1_acc: 0.5335, top5_acc: 0.7596, loss_cls: 2.0120, loss: 2.0120, grad_norm: 2.4003 2020-09-11 23:53:14,710 - mmaction - INFO - Epoch [82][40/627] lr: 6.000e-02, eta: 12:29:27, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5428, top5_acc: 0.7635, loss_cls: 1.9921, loss: 1.9921, grad_norm: 2.3698 2020-09-11 23:53:35,341 - mmaction - INFO - Epoch [82][60/627] lr: 6.000e-02, eta: 12:29:06, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5345, top5_acc: 0.7581, loss_cls: 2.0082, loss: 2.0082, grad_norm: 2.3784 2020-09-11 23:53:55,865 - mmaction - INFO - Epoch [82][80/627] lr: 6.000e-02, eta: 12:28:45, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5348, top5_acc: 0.7570, loss_cls: 2.0101, loss: 2.0101, grad_norm: 2.4063 2020-09-11 23:54:16,495 - mmaction - INFO - Epoch [82][100/627] lr: 6.000e-02, eta: 12:28:24, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5315, top5_acc: 0.7521, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.4384 2020-09-11 23:54:37,067 - mmaction - INFO - Epoch [82][120/627] lr: 6.000e-02, eta: 12:28:03, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5326, top5_acc: 0.7546, loss_cls: 2.0494, loss: 2.0494, grad_norm: 2.4484 2020-09-11 23:54:57,624 - mmaction - INFO - Epoch [82][140/627] lr: 6.000e-02, eta: 12:27:42, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5315, top5_acc: 0.7551, loss_cls: 2.0455, loss: 2.0455, grad_norm: 2.4285 2020-09-11 23:55:18,270 - mmaction - INFO - Epoch [82][160/627] lr: 6.000e-02, eta: 12:27:21, time: 1.032, data_time: 0.002, memory: 8470, top1_acc: 0.5290, top5_acc: 0.7551, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.3493 2020-09-11 23:55:38,696 - mmaction - INFO - Epoch [82][180/627] lr: 6.000e-02, eta: 12:27:00, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.5273, top5_acc: 0.7470, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.4500 2020-09-11 23:55:59,362 - mmaction - INFO - Epoch [82][200/627] lr: 6.000e-02, eta: 12:26:39, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7535, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.4555 2020-09-11 23:56:19,861 - mmaction - INFO - Epoch [82][220/627] lr: 6.000e-02, eta: 12:26:18, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7622, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.4388 2020-09-11 23:56:40,422 - mmaction - INFO - Epoch [82][240/627] lr: 6.000e-02, eta: 12:25:57, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.5290, top5_acc: 0.7490, loss_cls: 2.0490, loss: 2.0490, grad_norm: 2.3998 2020-09-11 23:57:01,017 - mmaction - INFO - Epoch [82][260/627] lr: 6.000e-02, eta: 12:25:36, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7536, loss_cls: 2.0355, loss: 2.0355, grad_norm: 2.4175 2020-09-11 23:57:21,571 - mmaction - INFO - Epoch [82][280/627] lr: 6.000e-02, eta: 12:25:15, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5271, top5_acc: 0.7522, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.4188 2020-09-11 23:57:42,077 - mmaction - INFO - Epoch [82][300/627] lr: 6.000e-02, eta: 12:24:54, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7574, loss_cls: 2.0614, loss: 2.0614, grad_norm: 2.4161 2020-09-11 23:58:02,561 - mmaction - INFO - Epoch [82][320/627] lr: 6.000e-02, eta: 12:24:33, time: 1.029, data_time: 0.019, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7484, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.4406 2020-09-11 23:58:23,190 - mmaction - INFO - Epoch [82][340/627] lr: 6.000e-02, eta: 12:24:11, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5141, top5_acc: 0.7389, loss_cls: 2.1434, loss: 2.1434, grad_norm: 2.4178 2020-09-11 23:58:43,777 - mmaction - INFO - Epoch [82][360/627] lr: 6.000e-02, eta: 12:23:51, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5281, top5_acc: 0.7493, loss_cls: 2.0530, loss: 2.0530, grad_norm: 2.3783 2020-09-11 23:59:04,357 - mmaction - INFO - Epoch [82][380/627] lr: 6.000e-02, eta: 12:23:30, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5307, top5_acc: 0.7530, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.4100 2020-09-11 23:59:24,936 - mmaction - INFO - Epoch [82][400/627] lr: 6.000e-02, eta: 12:23:08, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7505, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.4264 2020-09-11 23:59:45,550 - mmaction - INFO - Epoch [82][420/627] lr: 6.000e-02, eta: 12:22:48, time: 1.041, data_time: 0.018, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7470, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.4051 2020-09-12 00:00:06,095 - mmaction - INFO - Epoch [82][440/627] lr: 6.000e-02, eta: 12:22:26, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7482, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.4226 2020-09-12 00:00:27,046 - mmaction - INFO - Epoch [82][460/627] lr: 6.000e-02, eta: 12:22:06, time: 1.045, data_time: 0.032, memory: 8470, top1_acc: 0.5294, top5_acc: 0.7521, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.4484 2020-09-12 00:00:47,580 - mmaction - INFO - Epoch [82][480/627] lr: 6.000e-02, eta: 12:21:45, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7565, loss_cls: 2.0342, loss: 2.0342, grad_norm: 2.3826 2020-09-12 00:01:08,140 - mmaction - INFO - Epoch [82][500/627] lr: 6.000e-02, eta: 12:21:24, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7510, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.4433 2020-09-12 00:01:28,736 - mmaction - INFO - Epoch [82][520/627] lr: 6.000e-02, eta: 12:21:03, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7473, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.4426 2020-09-12 00:01:49,178 - mmaction - INFO - Epoch [82][540/627] lr: 6.000e-02, eta: 12:20:42, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7466, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.4114 2020-09-12 00:02:09,770 - mmaction - INFO - Epoch [82][560/627] lr: 6.000e-02, eta: 12:20:21, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7417, loss_cls: 2.1355, loss: 2.1355, grad_norm: 2.4212 2020-09-12 00:02:30,211 - mmaction - INFO - Epoch [82][580/627] lr: 6.000e-02, eta: 12:20:00, time: 1.024, data_time: 0.011, memory: 8470, top1_acc: 0.5372, top5_acc: 0.7565, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.3814 2020-09-12 00:02:50,723 - mmaction - INFO - Epoch [82][600/627] lr: 6.000e-02, eta: 12:19:39, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5314, top5_acc: 0.7579, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.3707 2020-09-12 00:03:11,409 - mmaction - INFO - Epoch [82][620/627] lr: 6.000e-02, eta: 12:19:18, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7483, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.4430 2020-09-12 00:03:51,728 - mmaction - INFO - Epoch [83][20/627] lr: 6.000e-02, eta: 12:18:55, time: 1.705, data_time: 0.592, memory: 8470, top1_acc: 0.5344, top5_acc: 0.7535, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.4383 2020-09-12 00:04:12,418 - mmaction - INFO - Epoch [83][40/627] lr: 6.000e-02, eta: 12:18:34, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.5353, top5_acc: 0.7621, loss_cls: 2.0260, loss: 2.0260, grad_norm: 2.4052 2020-09-12 00:04:33,011 - mmaction - INFO - Epoch [83][60/627] lr: 6.000e-02, eta: 12:18:13, time: 1.030, data_time: 0.017, memory: 8470, top1_acc: 0.5329, top5_acc: 0.7607, loss_cls: 1.9942, loss: 1.9942, grad_norm: 2.4182 2020-09-12 00:04:53,589 - mmaction - INFO - Epoch [83][80/627] lr: 6.000e-02, eta: 12:17:52, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5368, top5_acc: 0.7565, loss_cls: 2.0148, loss: 2.0148, grad_norm: 2.4001 2020-09-12 00:05:14,145 - mmaction - INFO - Epoch [83][100/627] lr: 6.000e-02, eta: 12:17:31, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5243, top5_acc: 0.7579, loss_cls: 2.0312, loss: 2.0312, grad_norm: 2.4177 2020-09-12 00:05:34,778 - mmaction - INFO - Epoch [83][120/627] lr: 6.000e-02, eta: 12:17:10, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7496, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.3949 2020-09-12 00:05:55,325 - mmaction - INFO - Epoch [83][140/627] lr: 6.000e-02, eta: 12:16:49, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7543, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.4557 2020-09-12 00:06:15,924 - mmaction - INFO - Epoch [83][160/627] lr: 6.000e-02, eta: 12:16:28, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5283, top5_acc: 0.7581, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.4367 2020-09-12 00:06:36,516 - mmaction - INFO - Epoch [83][180/627] lr: 6.000e-02, eta: 12:16:07, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7512, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.4279 2020-09-12 00:06:57,071 - mmaction - INFO - Epoch [83][200/627] lr: 6.000e-02, eta: 12:15:46, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7540, loss_cls: 2.0549, loss: 2.0549, grad_norm: 2.4140 2020-09-12 00:07:17,649 - mmaction - INFO - Epoch [83][220/627] lr: 6.000e-02, eta: 12:15:25, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7496, loss_cls: 2.0746, loss: 2.0746, grad_norm: 2.4334 2020-09-12 00:07:38,223 - mmaction - INFO - Epoch [83][240/627] lr: 6.000e-02, eta: 12:15:04, time: 1.017, data_time: 0.009, memory: 8470, top1_acc: 0.5323, top5_acc: 0.7566, loss_cls: 2.0221, loss: 2.0221, grad_norm: 2.4174 2020-09-12 00:07:58,760 - mmaction - INFO - Epoch [83][260/627] lr: 6.000e-02, eta: 12:14:43, time: 1.037, data_time: 0.018, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7471, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.4469 2020-09-12 00:08:19,234 - mmaction - INFO - Epoch [83][280/627] lr: 6.000e-02, eta: 12:14:22, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7583, loss_cls: 2.0578, loss: 2.0578, grad_norm: 2.4049 2020-09-12 00:08:39,875 - mmaction - INFO - Epoch [83][300/627] lr: 6.000e-02, eta: 12:14:01, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.5335, top5_acc: 0.7530, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.3726 2020-09-12 00:09:00,523 - mmaction - INFO - Epoch [83][320/627] lr: 6.000e-02, eta: 12:13:40, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5413, top5_acc: 0.7638, loss_cls: 2.0001, loss: 2.0001, grad_norm: 2.4216 2020-09-12 00:09:21,164 - mmaction - INFO - Epoch [83][340/627] lr: 6.000e-02, eta: 12:13:19, time: 1.041, data_time: 0.014, memory: 8470, top1_acc: 0.5273, top5_acc: 0.7534, loss_cls: 2.0562, loss: 2.0562, grad_norm: 2.4318 2020-09-12 00:09:41,742 - mmaction - INFO - Epoch [83][360/627] lr: 6.000e-02, eta: 12:12:58, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5298, top5_acc: 0.7477, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.4181 2020-09-12 00:10:02,369 - mmaction - INFO - Epoch [83][380/627] lr: 6.000e-02, eta: 12:12:37, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7379, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.4718 2020-09-12 00:10:22,949 - mmaction - INFO - Epoch [83][400/627] lr: 6.000e-02, eta: 12:12:16, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.5285, top5_acc: 0.7500, loss_cls: 2.0642, loss: 2.0642, grad_norm: 2.4011 2020-09-12 00:10:43,504 - mmaction - INFO - Epoch [83][420/627] lr: 6.000e-02, eta: 12:11:55, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5336, top5_acc: 0.7590, loss_cls: 2.0208, loss: 2.0208, grad_norm: 2.4204 2020-09-12 00:11:04,127 - mmaction - INFO - Epoch [83][440/627] lr: 6.000e-02, eta: 12:11:34, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7421, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.4500 2020-09-12 00:11:24,724 - mmaction - INFO - Epoch [83][460/627] lr: 6.000e-02, eta: 12:11:13, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5359, top5_acc: 0.7517, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.4380 2020-09-12 00:11:45,302 - mmaction - INFO - Epoch [83][480/627] lr: 6.000e-02, eta: 12:10:52, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7462, loss_cls: 2.0860, loss: 2.0860, grad_norm: 2.4456 2020-09-12 00:12:05,811 - mmaction - INFO - Epoch [83][500/627] lr: 6.000e-02, eta: 12:10:31, time: 1.025, data_time: 0.010, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7471, loss_cls: 2.0962, loss: 2.0962, grad_norm: 2.4455 2020-09-12 00:12:26,458 - mmaction - INFO - Epoch [83][520/627] lr: 6.000e-02, eta: 12:10:10, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5260, top5_acc: 0.7488, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.4192 2020-09-12 00:12:47,089 - mmaction - INFO - Epoch [83][540/627] lr: 6.000e-02, eta: 12:09:49, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.5260, top5_acc: 0.7536, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.4410 2020-09-12 00:13:07,600 - mmaction - INFO - Epoch [83][560/627] lr: 6.000e-02, eta: 12:09:28, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7456, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.4273 2020-09-12 00:13:28,187 - mmaction - INFO - Epoch [83][580/627] lr: 6.000e-02, eta: 12:09:07, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.5354, top5_acc: 0.7609, loss_cls: 2.0257, loss: 2.0257, grad_norm: 2.3912 2020-09-12 00:13:48,746 - mmaction - INFO - Epoch [83][600/627] lr: 6.000e-02, eta: 12:08:46, time: 1.027, data_time: 0.014, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7451, loss_cls: 2.1074, loss: 2.1074, grad_norm: 2.4369 2020-09-12 00:14:09,294 - mmaction - INFO - Epoch [83][620/627] lr: 6.000e-02, eta: 12:08:25, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7474, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.4879 2020-09-12 00:14:47,487 - mmaction - INFO - Epoch [84][20/627] lr: 6.000e-02, eta: 12:08:00, time: 1.623, data_time: 0.542, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7522, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.4432 2020-09-12 00:15:08,078 - mmaction - INFO - Epoch [84][40/627] lr: 6.000e-02, eta: 12:07:39, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7585, loss_cls: 2.0527, loss: 2.0527, grad_norm: 2.4112 2020-09-12 00:15:28,717 - mmaction - INFO - Epoch [84][60/627] lr: 6.000e-02, eta: 12:07:18, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5262, top5_acc: 0.7522, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.4269 2020-09-12 00:15:49,278 - mmaction - INFO - Epoch [84][80/627] lr: 6.000e-02, eta: 12:06:57, time: 1.033, data_time: 0.016, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7527, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.4452 2020-09-12 00:16:09,746 - mmaction - INFO - Epoch [84][100/627] lr: 6.000e-02, eta: 12:06:36, time: 1.016, data_time: 0.005, memory: 8470, top1_acc: 0.5432, top5_acc: 0.7646, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.3831 2020-09-12 00:16:30,206 - mmaction - INFO - Epoch [84][120/627] lr: 6.000e-02, eta: 12:06:15, time: 1.023, data_time: 0.019, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7542, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.4008 2020-09-12 00:16:50,762 - mmaction - INFO - Epoch [84][140/627] lr: 6.000e-02, eta: 12:05:54, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5306, top5_acc: 0.7560, loss_cls: 2.0451, loss: 2.0451, grad_norm: 2.4282 2020-09-12 00:17:11,308 - mmaction - INFO - Epoch [84][160/627] lr: 6.000e-02, eta: 12:05:33, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7594, loss_cls: 1.9944, loss: 1.9944, grad_norm: 2.3750 2020-09-12 00:17:31,839 - mmaction - INFO - Epoch [84][180/627] lr: 6.000e-02, eta: 12:05:12, time: 1.016, data_time: 0.005, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7507, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.4195 2020-09-12 00:17:52,364 - mmaction - INFO - Epoch [84][200/627] lr: 6.000e-02, eta: 12:04:51, time: 1.038, data_time: 0.015, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7505, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.4186 2020-09-12 00:18:12,929 - mmaction - INFO - Epoch [84][220/627] lr: 6.000e-02, eta: 12:04:30, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5272, top5_acc: 0.7624, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.4118 2020-09-12 00:18:33,397 - mmaction - INFO - Epoch [84][240/627] lr: 6.000e-02, eta: 12:04:09, time: 1.027, data_time: 0.012, memory: 8470, top1_acc: 0.5323, top5_acc: 0.7531, loss_cls: 2.0500, loss: 2.0500, grad_norm: 2.4438 2020-09-12 00:18:54,057 - mmaction - INFO - Epoch [84][260/627] lr: 6.000e-02, eta: 12:03:48, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7646, loss_cls: 2.0083, loss: 2.0083, grad_norm: 2.3993 2020-09-12 00:19:14,546 - mmaction - INFO - Epoch [84][280/627] lr: 6.000e-02, eta: 12:03:27, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5217, top5_acc: 0.7426, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.4126 2020-09-12 00:19:35,095 - mmaction - INFO - Epoch [84][300/627] lr: 6.000e-02, eta: 12:03:06, time: 1.020, data_time: 0.009, memory: 8470, top1_acc: 0.5255, top5_acc: 0.7543, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.4368 2020-09-12 00:19:55,526 - mmaction - INFO - Epoch [84][320/627] lr: 6.000e-02, eta: 12:02:45, time: 1.025, data_time: 0.013, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7513, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.4394 2020-09-12 00:20:16,066 - mmaction - INFO - Epoch [84][340/627] lr: 6.000e-02, eta: 12:02:24, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5405, top5_acc: 0.7596, loss_cls: 2.0111, loss: 2.0111, grad_norm: 2.3661 2020-09-12 00:20:36,570 - mmaction - INFO - Epoch [84][360/627] lr: 6.000e-02, eta: 12:02:03, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5290, top5_acc: 0.7574, loss_cls: 2.0419, loss: 2.0419, grad_norm: 2.4238 2020-09-12 00:20:57,159 - mmaction - INFO - Epoch [84][380/627] lr: 6.000e-02, eta: 12:01:42, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5294, top5_acc: 0.7576, loss_cls: 2.0378, loss: 2.0378, grad_norm: 2.3993 2020-09-12 00:21:17,719 - mmaction - INFO - Epoch [84][400/627] lr: 6.000e-02, eta: 12:01:21, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7436, loss_cls: 2.0739, loss: 2.0739, grad_norm: 2.4025 2020-09-12 00:21:38,471 - mmaction - INFO - Epoch [84][420/627] lr: 6.000e-02, eta: 12:01:00, time: 1.047, data_time: 0.016, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7482, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.4224 2020-09-12 00:21:59,521 - mmaction - INFO - Epoch [84][440/627] lr: 6.000e-02, eta: 12:00:40, time: 1.054, data_time: 0.023, memory: 8470, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0320, loss: 2.0320, grad_norm: 2.4400 2020-09-12 00:22:20,125 - mmaction - INFO - Epoch [84][460/627] lr: 6.000e-02, eta: 12:00:18, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5303, top5_acc: 0.7556, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.4424 2020-09-12 00:22:40,843 - mmaction - INFO - Epoch [84][480/627] lr: 6.000e-02, eta: 11:59:58, time: 1.037, data_time: 0.011, memory: 8470, top1_acc: 0.5181, top5_acc: 0.7447, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.4237 2020-09-12 00:23:01,466 - mmaction - INFO - Epoch [84][500/627] lr: 6.000e-02, eta: 11:59:37, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.5372, top5_acc: 0.7520, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.3956 2020-09-12 00:23:22,038 - mmaction - INFO - Epoch [84][520/627] lr: 6.000e-02, eta: 11:59:16, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.5229, top5_acc: 0.7483, loss_cls: 2.1036, loss: 2.1036, grad_norm: 2.4508 2020-09-12 00:23:42,594 - mmaction - INFO - Epoch [84][540/627] lr: 6.000e-02, eta: 11:58:55, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.5259, top5_acc: 0.7520, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.4288 2020-09-12 00:24:03,143 - mmaction - INFO - Epoch [84][560/627] lr: 6.000e-02, eta: 11:58:34, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7549, loss_cls: 2.0288, loss: 2.0288, grad_norm: 2.3990 2020-09-12 00:24:23,741 - mmaction - INFO - Epoch [84][580/627] lr: 6.000e-02, eta: 11:58:13, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7473, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.4280 2020-09-12 00:24:44,214 - mmaction - INFO - Epoch [84][600/627] lr: 6.000e-02, eta: 11:57:52, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5301, top5_acc: 0.7487, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.4432 2020-09-12 00:25:04,834 - mmaction - INFO - Epoch [84][620/627] lr: 6.000e-02, eta: 11:57:31, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.5258, top5_acc: 0.7493, loss_cls: 2.0780, loss: 2.0780, grad_norm: 2.4007 2020-09-12 00:25:42,607 - mmaction - INFO - Epoch [85][20/627] lr: 6.000e-02, eta: 11:57:06, time: 1.601, data_time: 0.536, memory: 8470, top1_acc: 0.5340, top5_acc: 0.7603, loss_cls: 2.0202, loss: 2.0202, grad_norm: 2.4284 2020-09-12 00:26:03,122 - mmaction - INFO - Epoch [85][40/627] lr: 6.000e-02, eta: 11:56:45, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5273, top5_acc: 0.7551, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.4630 2020-09-12 00:26:23,671 - mmaction - INFO - Epoch [85][60/627] lr: 6.000e-02, eta: 11:56:24, time: 1.025, data_time: 0.002, memory: 8470, top1_acc: 0.5382, top5_acc: 0.7573, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.4086 2020-09-12 00:26:44,303 - mmaction - INFO - Epoch [85][80/627] lr: 6.000e-02, eta: 11:56:03, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7556, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.4668 2020-09-12 00:27:04,880 - mmaction - INFO - Epoch [85][100/627] lr: 6.000e-02, eta: 11:55:42, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5259, top5_acc: 0.7491, loss_cls: 2.0640, loss: 2.0640, grad_norm: 2.4505 2020-09-12 00:27:25,376 - mmaction - INFO - Epoch [85][120/627] lr: 6.000e-02, eta: 11:55:21, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7471, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.4391 2020-09-12 00:27:45,900 - mmaction - INFO - Epoch [85][140/627] lr: 6.000e-02, eta: 11:55:00, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.5324, top5_acc: 0.7508, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.4046 2020-09-12 00:28:06,324 - mmaction - INFO - Epoch [85][160/627] lr: 6.000e-02, eta: 11:54:39, time: 1.028, data_time: 0.017, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7517, loss_cls: 2.0577, loss: 2.0577, grad_norm: 2.4216 2020-09-12 00:28:26,942 - mmaction - INFO - Epoch [85][180/627] lr: 6.000e-02, eta: 11:54:18, time: 1.022, data_time: 0.012, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7530, loss_cls: 2.0510, loss: 2.0510, grad_norm: 2.4121 2020-09-12 00:28:47,438 - mmaction - INFO - Epoch [85][200/627] lr: 6.000e-02, eta: 11:53:57, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7518, loss_cls: 2.0765, loss: 2.0765, grad_norm: 2.4437 2020-09-12 00:29:07,999 - mmaction - INFO - Epoch [85][220/627] lr: 6.000e-02, eta: 11:53:36, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7492, loss_cls: 2.0789, loss: 2.0789, grad_norm: 2.4288 2020-09-12 00:29:28,582 - mmaction - INFO - Epoch [85][240/627] lr: 6.000e-02, eta: 11:53:15, time: 1.037, data_time: 0.019, memory: 8470, top1_acc: 0.5276, top5_acc: 0.7604, loss_cls: 2.0313, loss: 2.0313, grad_norm: 2.4041 2020-09-12 00:29:49,089 - mmaction - INFO - Epoch [85][260/627] lr: 6.000e-02, eta: 11:52:54, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5367, top5_acc: 0.7573, loss_cls: 2.0158, loss: 2.0158, grad_norm: 2.4093 2020-09-12 00:30:09,696 - mmaction - INFO - Epoch [85][280/627] lr: 6.000e-02, eta: 11:52:33, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7487, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.4397 2020-09-12 00:30:30,238 - mmaction - INFO - Epoch [85][300/627] lr: 6.000e-02, eta: 11:52:12, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.5263, top5_acc: 0.7565, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.4349 2020-09-12 00:30:50,785 - mmaction - INFO - Epoch [85][320/627] lr: 6.000e-02, eta: 11:51:50, time: 1.017, data_time: 0.005, memory: 8470, top1_acc: 0.5362, top5_acc: 0.7590, loss_cls: 2.0175, loss: 2.0175, grad_norm: 2.3967 2020-09-12 00:31:11,247 - mmaction - INFO - Epoch [85][340/627] lr: 6.000e-02, eta: 11:51:30, time: 1.034, data_time: 0.016, memory: 8470, top1_acc: 0.5389, top5_acc: 0.7697, loss_cls: 1.9845, loss: 1.9845, grad_norm: 2.4004 2020-09-12 00:31:31,835 - mmaction - INFO - Epoch [85][360/627] lr: 6.000e-02, eta: 11:51:09, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7581, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.4843 2020-09-12 00:31:52,326 - mmaction - INFO - Epoch [85][380/627] lr: 6.000e-02, eta: 11:50:48, time: 1.030, data_time: 0.012, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7496, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.4411 2020-09-12 00:32:12,861 - mmaction - INFO - Epoch [85][400/627] lr: 6.000e-02, eta: 11:50:27, time: 1.028, data_time: 0.014, memory: 8470, top1_acc: 0.5294, top5_acc: 0.7507, loss_cls: 2.0490, loss: 2.0490, grad_norm: 2.4115 2020-09-12 00:32:33,315 - mmaction - INFO - Epoch [85][420/627] lr: 6.000e-02, eta: 11:50:05, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7514, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.4580 2020-09-12 00:32:53,924 - mmaction - INFO - Epoch [85][440/627] lr: 6.000e-02, eta: 11:49:44, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7482, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.4231 2020-09-12 00:33:14,575 - mmaction - INFO - Epoch [85][460/627] lr: 6.000e-02, eta: 11:49:24, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7490, loss_cls: 2.0824, loss: 2.0824, grad_norm: 2.4924 2020-09-12 00:33:35,048 - mmaction - INFO - Epoch [85][480/627] lr: 6.000e-02, eta: 11:49:03, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5331, top5_acc: 0.7587, loss_cls: 2.0461, loss: 2.0461, grad_norm: 2.4495 2020-09-12 00:33:55,584 - mmaction - INFO - Epoch [85][500/627] lr: 6.000e-02, eta: 11:48:41, time: 1.018, data_time: 0.009, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7529, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.3854 2020-09-12 00:34:16,193 - mmaction - INFO - Epoch [85][520/627] lr: 6.000e-02, eta: 11:48:21, time: 1.037, data_time: 0.018, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7490, loss_cls: 2.0927, loss: 2.0927, grad_norm: 2.4297 2020-09-12 00:34:36,639 - mmaction - INFO - Epoch [85][540/627] lr: 6.000e-02, eta: 11:47:59, time: 1.016, data_time: 0.011, memory: 8470, top1_acc: 0.5285, top5_acc: 0.7501, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.4300 2020-09-12 00:34:57,260 - mmaction - INFO - Epoch [85][560/627] lr: 6.000e-02, eta: 11:47:39, time: 1.041, data_time: 0.016, memory: 8470, top1_acc: 0.5184, top5_acc: 0.7470, loss_cls: 2.1120, loss: 2.1120, grad_norm: 2.4147 2020-09-12 00:35:17,783 - mmaction - INFO - Epoch [85][580/627] lr: 6.000e-02, eta: 11:47:17, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.5284, top5_acc: 0.7499, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.3919 2020-09-12 00:35:38,332 - mmaction - INFO - Epoch [85][600/627] lr: 6.000e-02, eta: 11:46:57, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7462, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.4227 2020-09-12 00:35:58,841 - mmaction - INFO - Epoch [85][620/627] lr: 6.000e-02, eta: 11:46:36, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7505, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.4148 2020-09-12 00:36:04,523 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-09-12 00:36:36,500 - mmaction - INFO - Epoch [86][20/627] lr: 6.000e-02, eta: 11:46:10, time: 1.575, data_time: 0.417, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7469, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.3888 2020-09-12 00:36:57,060 - mmaction - INFO - Epoch [86][40/627] lr: 6.000e-02, eta: 11:45:49, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7561, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.4204 2020-09-12 00:37:17,552 - mmaction - INFO - Epoch [86][60/627] lr: 6.000e-02, eta: 11:45:28, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7483, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.4123 2020-09-12 00:37:38,142 - mmaction - INFO - Epoch [86][80/627] lr: 6.000e-02, eta: 11:45:07, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7562, loss_cls: 2.0474, loss: 2.0474, grad_norm: 2.4220 2020-09-12 00:37:58,697 - mmaction - INFO - Epoch [86][100/627] lr: 6.000e-02, eta: 11:44:46, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.5359, top5_acc: 0.7535, loss_cls: 2.0305, loss: 2.0305, grad_norm: 2.4215 2020-09-12 00:38:19,208 - mmaction - INFO - Epoch [86][120/627] lr: 6.000e-02, eta: 11:44:25, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.5240, top5_acc: 0.7542, loss_cls: 2.0561, loss: 2.0561, grad_norm: 2.4171 2020-09-12 00:38:39,829 - mmaction - INFO - Epoch [86][140/627] lr: 6.000e-02, eta: 11:44:04, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.5370, top5_acc: 0.7561, loss_cls: 2.0300, loss: 2.0300, grad_norm: 2.4194 2020-09-12 00:39:00,391 - mmaction - INFO - Epoch [86][160/627] lr: 6.000e-02, eta: 11:43:43, time: 1.039, data_time: 0.018, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7462, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.3839 2020-09-12 00:39:20,862 - mmaction - INFO - Epoch [86][180/627] lr: 6.000e-02, eta: 11:43:22, time: 1.014, data_time: 0.003, memory: 8470, top1_acc: 0.5389, top5_acc: 0.7600, loss_cls: 2.0021, loss: 2.0021, grad_norm: 2.3761 2020-09-12 00:39:41,463 - mmaction - INFO - Epoch [86][200/627] lr: 6.000e-02, eta: 11:43:01, time: 1.030, data_time: 0.021, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7561, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.4399 2020-09-12 00:40:02,051 - mmaction - INFO - Epoch [86][220/627] lr: 6.000e-02, eta: 11:42:40, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.5392, top5_acc: 0.7620, loss_cls: 1.9874, loss: 1.9874, grad_norm: 2.4319 2020-09-12 00:40:22,580 - mmaction - INFO - Epoch [86][240/627] lr: 6.000e-02, eta: 11:42:19, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.5389, top5_acc: 0.7656, loss_cls: 2.0007, loss: 2.0007, grad_norm: 2.4103 2020-09-12 00:40:43,118 - mmaction - INFO - Epoch [86][260/627] lr: 6.000e-02, eta: 11:41:58, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5350, top5_acc: 0.7568, loss_cls: 2.0234, loss: 2.0234, grad_norm: 2.4059 2020-09-12 00:41:03,616 - mmaction - INFO - Epoch [86][280/627] lr: 6.000e-02, eta: 11:41:37, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7548, loss_cls: 2.0753, loss: 2.0753, grad_norm: 2.4594 2020-09-12 00:41:24,194 - mmaction - INFO - Epoch [86][300/627] lr: 6.000e-02, eta: 11:41:16, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.5331, top5_acc: 0.7569, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.4340 2020-09-12 00:41:44,650 - mmaction - INFO - Epoch [86][320/627] lr: 6.000e-02, eta: 11:40:55, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.5326, top5_acc: 0.7544, loss_cls: 2.0592, loss: 2.0592, grad_norm: 2.4556 2020-09-12 00:42:05,218 - mmaction - INFO - Epoch [86][340/627] lr: 6.000e-02, eta: 11:40:34, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7536, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.4316 2020-09-12 00:42:25,663 - mmaction - INFO - Epoch [86][360/627] lr: 6.000e-02, eta: 11:40:13, time: 1.023, data_time: 0.013, memory: 8470, top1_acc: 0.5237, top5_acc: 0.7456, loss_cls: 2.0728, loss: 2.0728, grad_norm: 2.4257 2020-09-12 00:42:46,322 - mmaction - INFO - Epoch [86][380/627] lr: 6.000e-02, eta: 11:39:52, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.5270, top5_acc: 0.7514, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.3970 2020-09-12 00:43:06,858 - mmaction - INFO - Epoch [86][400/627] lr: 6.000e-02, eta: 11:39:31, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7516, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.4306 2020-09-12 00:43:27,407 - mmaction - INFO - Epoch [86][420/627] lr: 6.000e-02, eta: 11:39:10, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7535, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.4088 2020-09-12 00:43:48,049 - mmaction - INFO - Epoch [86][440/627] lr: 6.000e-02, eta: 11:38:49, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.5281, top5_acc: 0.7538, loss_cls: 2.0671, loss: 2.0671, grad_norm: 2.4235 2020-09-12 00:44:08,499 - mmaction - INFO - Epoch [86][460/627] lr: 6.000e-02, eta: 11:38:28, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7488, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.4443 2020-09-12 00:44:29,053 - mmaction - INFO - Epoch [86][480/627] lr: 6.000e-02, eta: 11:38:07, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7453, loss_cls: 2.0813, loss: 2.0813, grad_norm: 2.4435 2020-09-12 00:44:49,585 - mmaction - INFO - Epoch [86][500/627] lr: 6.000e-02, eta: 11:37:46, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7452, loss_cls: 2.1003, loss: 2.1003, grad_norm: 2.4596 2020-09-12 00:45:10,124 - mmaction - INFO - Epoch [86][520/627] lr: 6.000e-02, eta: 11:37:25, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.5284, top5_acc: 0.7551, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.4095 2020-09-12 00:45:30,672 - mmaction - INFO - Epoch [86][540/627] lr: 6.000e-02, eta: 11:37:04, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.5199, top5_acc: 0.7430, loss_cls: 2.1133, loss: 2.1133, grad_norm: 2.4393 2020-09-12 00:45:51,183 - mmaction - INFO - Epoch [86][560/627] lr: 6.000e-02, eta: 11:36:43, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7443, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.4361 2020-09-12 00:46:11,702 - mmaction - INFO - Epoch [86][580/627] lr: 6.000e-02, eta: 11:36:22, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7538, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.4783 2020-09-12 00:46:32,261 - mmaction - INFO - Epoch [86][600/627] lr: 6.000e-02, eta: 11:36:01, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7438, loss_cls: 2.0822, loss: 2.0822, grad_norm: 2.4243 2020-09-12 00:46:52,794 - mmaction - INFO - Epoch [86][620/627] lr: 6.000e-02, eta: 11:35:40, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7565, loss_cls: 2.0462, loss: 2.0462, grad_norm: 2.4521 2020-09-12 00:47:30,139 - mmaction - INFO - Epoch [87][20/627] lr: 6.000e-02, eta: 11:35:15, time: 1.577, data_time: 0.515, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7592, loss_cls: 2.0339, loss: 2.0339, grad_norm: 2.4340 2020-09-12 00:47:50,820 - mmaction - INFO - Epoch [87][40/627] lr: 6.000e-02, eta: 11:34:54, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7592, loss_cls: 2.0501, loss: 2.0501, grad_norm: 2.4196 2020-09-12 00:48:11,347 - mmaction - INFO - Epoch [87][60/627] lr: 6.000e-02, eta: 11:34:33, time: 1.031, data_time: 0.016, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7523, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.4130 2020-09-12 00:48:31,882 - mmaction - INFO - Epoch [87][80/627] lr: 6.000e-02, eta: 11:34:12, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5342, top5_acc: 0.7560, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.4452 2020-09-12 00:48:52,443 - mmaction - INFO - Epoch [87][100/627] lr: 6.000e-02, eta: 11:33:51, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7598, loss_cls: 2.0239, loss: 2.0239, grad_norm: 2.4183 2020-09-12 00:49:12,961 - mmaction - INFO - Epoch [87][120/627] lr: 6.000e-02, eta: 11:33:30, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7493, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.4385 2020-09-12 00:49:33,382 - mmaction - INFO - Epoch [87][140/627] lr: 6.000e-02, eta: 11:33:09, time: 1.016, data_time: 0.005, memory: 8470, top1_acc: 0.5307, top5_acc: 0.7578, loss_cls: 2.0342, loss: 2.0342, grad_norm: 2.3990 2020-09-12 00:49:53,857 - mmaction - INFO - Epoch [87][160/627] lr: 6.000e-02, eta: 11:32:48, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5339, top5_acc: 0.7569, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.4240 2020-09-12 00:50:14,353 - mmaction - INFO - Epoch [87][180/627] lr: 6.000e-02, eta: 11:32:27, time: 1.022, data_time: 0.014, memory: 8470, top1_acc: 0.5271, top5_acc: 0.7600, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.4455 2020-09-12 00:50:34,958 - mmaction - INFO - Epoch [87][200/627] lr: 6.000e-02, eta: 11:32:06, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7517, loss_cls: 2.0492, loss: 2.0492, grad_norm: 2.4246 2020-09-12 00:50:55,572 - mmaction - INFO - Epoch [87][220/627] lr: 6.000e-02, eta: 11:31:45, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.5283, top5_acc: 0.7540, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.4426 2020-09-12 00:51:16,196 - mmaction - INFO - Epoch [87][240/627] lr: 6.000e-02, eta: 11:31:24, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.5298, top5_acc: 0.7487, loss_cls: 2.0428, loss: 2.0428, grad_norm: 2.4305 2020-09-12 00:51:36,776 - mmaction - INFO - Epoch [87][260/627] lr: 6.000e-02, eta: 11:31:03, time: 1.021, data_time: 0.002, memory: 8470, top1_acc: 0.5335, top5_acc: 0.7542, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.4151 2020-09-12 00:51:57,374 - mmaction - INFO - Epoch [87][280/627] lr: 6.000e-02, eta: 11:30:42, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.5327, top5_acc: 0.7536, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.4353 2020-09-12 00:52:17,966 - mmaction - INFO - Epoch [87][300/627] lr: 6.000e-02, eta: 11:30:21, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5320, top5_acc: 0.7552, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.4183 2020-09-12 00:52:38,647 - mmaction - INFO - Epoch [87][320/627] lr: 6.000e-02, eta: 11:30:00, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.5283, top5_acc: 0.7539, loss_cls: 2.0377, loss: 2.0377, grad_norm: 2.4261 2020-09-12 00:52:59,256 - mmaction - INFO - Epoch [87][340/627] lr: 6.000e-02, eta: 11:29:39, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5296, top5_acc: 0.7530, loss_cls: 2.0392, loss: 2.0392, grad_norm: 2.4557 2020-09-12 00:53:19,832 - mmaction - INFO - Epoch [87][360/627] lr: 6.000e-02, eta: 11:29:18, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5237, top5_acc: 0.7497, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.4475 2020-09-12 00:53:40,470 - mmaction - INFO - Epoch [87][380/627] lr: 6.000e-02, eta: 11:28:57, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7393, loss_cls: 2.1243, loss: 2.1243, grad_norm: 2.4459 2020-09-12 00:54:01,032 - mmaction - INFO - Epoch [87][400/627] lr: 6.000e-02, eta: 11:28:36, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.5359, top5_acc: 0.7546, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.4319 2020-09-12 00:54:21,659 - mmaction - INFO - Epoch [87][420/627] lr: 6.000e-02, eta: 11:28:15, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.5236, top5_acc: 0.7543, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.4378 2020-09-12 00:54:42,232 - mmaction - INFO - Epoch [87][440/627] lr: 6.000e-02, eta: 11:27:54, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.5199, top5_acc: 0.7426, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.5011 2020-09-12 00:55:02,797 - mmaction - INFO - Epoch [87][460/627] lr: 6.000e-02, eta: 11:27:33, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0106, loss: 2.0106, grad_norm: 2.4176 2020-09-12 00:55:23,339 - mmaction - INFO - Epoch [87][480/627] lr: 6.000e-02, eta: 11:27:12, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7453, loss_cls: 2.1160, loss: 2.1160, grad_norm: 2.4469 2020-09-12 00:55:43,935 - mmaction - INFO - Epoch [87][500/627] lr: 6.000e-02, eta: 11:26:51, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.5355, top5_acc: 0.7534, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.4057 2020-09-12 00:56:04,417 - mmaction - INFO - Epoch [87][520/627] lr: 6.000e-02, eta: 11:26:30, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.5380, top5_acc: 0.7574, loss_cls: 2.0388, loss: 2.0388, grad_norm: 2.4138 2020-09-12 00:56:24,957 - mmaction - INFO - Epoch [87][540/627] lr: 6.000e-02, eta: 11:26:09, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5365, top5_acc: 0.7591, loss_cls: 2.0302, loss: 2.0302, grad_norm: 2.4136 2020-09-12 00:56:45,572 - mmaction - INFO - Epoch [87][560/627] lr: 6.000e-02, eta: 11:25:48, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7488, loss_cls: 2.0759, loss: 2.0759, grad_norm: 2.4060 2020-09-12 00:57:06,161 - mmaction - INFO - Epoch [87][580/627] lr: 6.000e-02, eta: 11:25:27, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7539, loss_cls: 2.0294, loss: 2.0294, grad_norm: 2.4196 2020-09-12 00:57:26,807 - mmaction - INFO - Epoch [87][600/627] lr: 6.000e-02, eta: 11:25:07, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7503, loss_cls: 2.0817, loss: 2.0817, grad_norm: 2.4818 2020-09-12 00:57:47,247 - mmaction - INFO - Epoch [87][620/627] lr: 6.000e-02, eta: 11:24:46, time: 1.023, data_time: 0.010, memory: 8470, top1_acc: 0.5306, top5_acc: 0.7549, loss_cls: 2.0365, loss: 2.0365, grad_norm: 2.4251 2020-09-12 00:58:25,059 - mmaction - INFO - Epoch [88][20/627] lr: 6.000e-02, eta: 11:24:20, time: 1.603, data_time: 0.492, memory: 8470, top1_acc: 0.5290, top5_acc: 0.7568, loss_cls: 2.0406, loss: 2.0406, grad_norm: 2.4820 2020-09-12 00:58:45,608 - mmaction - INFO - Epoch [88][40/627] lr: 6.000e-02, eta: 11:23:59, time: 1.022, data_time: 0.010, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7521, loss_cls: 2.0491, loss: 2.0491, grad_norm: 2.4500 2020-09-12 00:59:06,151 - mmaction - INFO - Epoch [88][60/627] lr: 6.000e-02, eta: 11:23:38, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5427, top5_acc: 0.7611, loss_cls: 1.9867, loss: 1.9867, grad_norm: 2.4174 2020-09-12 00:59:26,778 - mmaction - INFO - Epoch [88][80/627] lr: 6.000e-02, eta: 11:23:17, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.5398, top5_acc: 0.7622, loss_cls: 1.9938, loss: 1.9938, grad_norm: 2.4034 2020-09-12 00:59:47,345 - mmaction - INFO - Epoch [88][100/627] lr: 6.000e-02, eta: 11:22:56, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7452, loss_cls: 2.0841, loss: 2.0841, grad_norm: 2.4210 2020-09-12 01:00:07,882 - mmaction - INFO - Epoch [88][120/627] lr: 6.000e-02, eta: 11:22:35, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.5389, top5_acc: 0.7616, loss_cls: 2.0027, loss: 2.0027, grad_norm: 2.4437 2020-09-12 01:00:28,505 - mmaction - INFO - Epoch [88][140/627] lr: 6.000e-02, eta: 11:22:15, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7633, loss_cls: 2.0362, loss: 2.0362, grad_norm: 2.4294 2020-09-12 01:00:49,104 - mmaction - INFO - Epoch [88][160/627] lr: 6.000e-02, eta: 11:21:54, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.4403 2020-09-12 01:01:09,675 - mmaction - INFO - Epoch [88][180/627] lr: 6.000e-02, eta: 11:21:33, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5380, top5_acc: 0.7564, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.3829 2020-09-12 01:01:30,175 - mmaction - INFO - Epoch [88][200/627] lr: 6.000e-02, eta: 11:21:12, time: 1.021, data_time: 0.009, memory: 8470, top1_acc: 0.5315, top5_acc: 0.7516, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.4554 2020-09-12 01:01:50,649 - mmaction - INFO - Epoch [88][220/627] lr: 6.000e-02, eta: 11:20:51, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5268, top5_acc: 0.7491, loss_cls: 2.0461, loss: 2.0461, grad_norm: 2.4305 2020-09-12 01:02:11,175 - mmaction - INFO - Epoch [88][240/627] lr: 6.000e-02, eta: 11:20:29, time: 1.018, data_time: 0.002, memory: 8470, top1_acc: 0.5346, top5_acc: 0.7533, loss_cls: 2.0198, loss: 2.0198, grad_norm: 2.4219 2020-09-12 01:02:31,851 - mmaction - INFO - Epoch [88][260/627] lr: 6.000e-02, eta: 11:20:09, time: 1.040, data_time: 0.016, memory: 8470, top1_acc: 0.5339, top5_acc: 0.7577, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.4402 2020-09-12 01:02:52,433 - mmaction - INFO - Epoch [88][280/627] lr: 6.000e-02, eta: 11:19:48, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7427, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.4102 2020-09-12 01:03:12,991 - mmaction - INFO - Epoch [88][300/627] lr: 6.000e-02, eta: 11:19:27, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.5245, top5_acc: 0.7583, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.3823 2020-09-12 01:03:33,654 - mmaction - INFO - Epoch [88][320/627] lr: 6.000e-02, eta: 11:19:06, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7536, loss_cls: 2.0493, loss: 2.0493, grad_norm: 2.3987 2020-09-12 01:03:54,278 - mmaction - INFO - Epoch [88][340/627] lr: 6.000e-02, eta: 11:18:45, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7516, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.3993 2020-09-12 01:04:14,810 - mmaction - INFO - Epoch [88][360/627] lr: 6.000e-02, eta: 11:18:24, time: 1.025, data_time: 0.012, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7569, loss_cls: 2.0321, loss: 2.0321, grad_norm: 2.3944 2020-09-12 01:04:35,348 - mmaction - INFO - Epoch [88][380/627] lr: 6.000e-02, eta: 11:18:03, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.5273, top5_acc: 0.7529, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.4644 2020-09-12 01:04:55,877 - mmaction - INFO - Epoch [88][400/627] lr: 6.000e-02, eta: 11:17:42, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.5333, top5_acc: 0.7603, loss_cls: 2.0131, loss: 2.0131, grad_norm: 2.4193 2020-09-12 01:05:16,362 - mmaction - INFO - Epoch [88][420/627] lr: 6.000e-02, eta: 11:17:21, time: 1.022, data_time: 0.017, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7507, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.4394 2020-09-12 01:05:36,844 - mmaction - INFO - Epoch [88][440/627] lr: 6.000e-02, eta: 11:17:00, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7444, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.4360 2020-09-12 01:05:57,359 - mmaction - INFO - Epoch [88][460/627] lr: 6.000e-02, eta: 11:16:39, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.5272, top5_acc: 0.7526, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.4285 2020-09-12 01:06:17,884 - mmaction - INFO - Epoch [88][480/627] lr: 6.000e-02, eta: 11:16:18, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7447, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.4878 2020-09-12 01:06:38,539 - mmaction - INFO - Epoch [88][500/627] lr: 6.000e-02, eta: 11:15:57, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5302, top5_acc: 0.7461, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.4110 2020-09-12 01:06:58,999 - mmaction - INFO - Epoch [88][520/627] lr: 6.000e-02, eta: 11:15:36, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.5198, top5_acc: 0.7438, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.3964 2020-09-12 01:07:19,564 - mmaction - INFO - Epoch [88][540/627] lr: 6.000e-02, eta: 11:15:15, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7576, loss_cls: 2.0458, loss: 2.0458, grad_norm: 2.4421 2020-09-12 01:07:40,043 - mmaction - INFO - Epoch [88][560/627] lr: 6.000e-02, eta: 11:14:54, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5284, top5_acc: 0.7560, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.4232 2020-09-12 01:08:00,628 - mmaction - INFO - Epoch [88][580/627] lr: 6.000e-02, eta: 11:14:33, time: 1.027, data_time: 0.001, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7467, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.4166 2020-09-12 01:08:21,173 - mmaction - INFO - Epoch [88][600/627] lr: 6.000e-02, eta: 11:14:12, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.4160 2020-09-12 01:08:41,759 - mmaction - INFO - Epoch [88][620/627] lr: 6.000e-02, eta: 11:13:51, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.5115, top5_acc: 0.7452, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.4510 2020-09-12 01:09:21,764 - mmaction - INFO - Epoch [89][20/627] lr: 6.000e-02, eta: 11:13:27, time: 1.696, data_time: 0.637, memory: 8470, top1_acc: 0.5303, top5_acc: 0.7521, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.4217 2020-09-12 01:09:42,344 - mmaction - INFO - Epoch [89][40/627] lr: 6.000e-02, eta: 11:13:06, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.5336, top5_acc: 0.7564, loss_cls: 2.0398, loss: 2.0398, grad_norm: 2.4408 2020-09-12 01:10:02,812 - mmaction - INFO - Epoch [89][60/627] lr: 6.000e-02, eta: 11:12:45, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.5331, top5_acc: 0.7583, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.4040 2020-09-12 01:10:23,469 - mmaction - INFO - Epoch [89][80/627] lr: 6.000e-02, eta: 11:12:24, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.5379, top5_acc: 0.7621, loss_cls: 2.0135, loss: 2.0135, grad_norm: 2.3854 2020-09-12 01:10:44,051 - mmaction - INFO - Epoch [89][100/627] lr: 6.000e-02, eta: 11:12:03, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.5303, top5_acc: 0.7566, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.4246 2020-09-12 01:11:04,708 - mmaction - INFO - Epoch [89][120/627] lr: 6.000e-02, eta: 11:11:42, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.4799 2020-09-12 01:11:25,162 - mmaction - INFO - Epoch [89][140/627] lr: 6.000e-02, eta: 11:11:21, time: 1.028, data_time: 0.014, memory: 8470, top1_acc: 0.5410, top5_acc: 0.7569, loss_cls: 1.9893, loss: 1.9893, grad_norm: 2.3976 2020-09-12 01:11:45,766 - mmaction - INFO - Epoch [89][160/627] lr: 6.000e-02, eta: 11:11:00, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5391, top5_acc: 0.7604, loss_cls: 2.0076, loss: 2.0076, grad_norm: 2.3956 2020-09-12 01:12:06,277 - mmaction - INFO - Epoch [89][180/627] lr: 6.000e-02, eta: 11:10:39, time: 1.029, data_time: 0.016, memory: 8470, top1_acc: 0.5290, top5_acc: 0.7543, loss_cls: 2.0574, loss: 2.0574, grad_norm: 2.4776 2020-09-12 01:12:26,881 - mmaction - INFO - Epoch [89][200/627] lr: 6.000e-02, eta: 11:10:19, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.5273, top5_acc: 0.7493, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.4351 2020-09-12 01:12:47,583 - mmaction - INFO - Epoch [89][220/627] lr: 6.000e-02, eta: 11:09:58, time: 1.036, data_time: 0.005, memory: 8470, top1_acc: 0.5332, top5_acc: 0.7590, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.4514 2020-09-12 01:13:08,145 - mmaction - INFO - Epoch [89][240/627] lr: 6.000e-02, eta: 11:09:37, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.5313, top5_acc: 0.7560, loss_cls: 2.0419, loss: 2.0419, grad_norm: 2.4430 2020-09-12 01:13:28,732 - mmaction - INFO - Epoch [89][260/627] lr: 6.000e-02, eta: 11:09:16, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.5349, top5_acc: 0.7547, loss_cls: 2.0388, loss: 2.0388, grad_norm: 2.4377 2020-09-12 01:13:49,342 - mmaction - INFO - Epoch [89][280/627] lr: 6.000e-02, eta: 11:08:55, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7505, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.4518 2020-09-12 01:14:09,914 - mmaction - INFO - Epoch [89][300/627] lr: 6.000e-02, eta: 11:08:34, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5241, top5_acc: 0.7561, loss_cls: 2.0692, loss: 2.0692, grad_norm: 2.4636 2020-09-12 01:14:30,549 - mmaction - INFO - Epoch [89][320/627] lr: 6.000e-02, eta: 11:08:13, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7499, loss_cls: 2.0584, loss: 2.0584, grad_norm: 2.4610 2020-09-12 01:14:51,078 - mmaction - INFO - Epoch [89][340/627] lr: 6.000e-02, eta: 11:07:52, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5445, top5_acc: 0.7651, loss_cls: 1.9945, loss: 1.9945, grad_norm: 2.4108 2020-09-12 01:15:11,541 - mmaction - INFO - Epoch [89][360/627] lr: 6.000e-02, eta: 11:07:31, time: 1.018, data_time: 0.001, memory: 8470, top1_acc: 0.5303, top5_acc: 0.7471, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.3937 2020-09-12 01:15:32,120 - mmaction - INFO - Epoch [89][380/627] lr: 6.000e-02, eta: 11:07:10, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5359, top5_acc: 0.7626, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.4363 2020-09-12 01:15:52,695 - mmaction - INFO - Epoch [89][400/627] lr: 6.000e-02, eta: 11:06:49, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7578, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.4799 2020-09-12 01:16:13,273 - mmaction - INFO - Epoch [89][420/627] lr: 6.000e-02, eta: 11:06:28, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7520, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.4708 2020-09-12 01:16:33,879 - mmaction - INFO - Epoch [89][440/627] lr: 6.000e-02, eta: 11:06:07, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5273, top5_acc: 0.7514, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.4503 2020-09-12 01:16:54,401 - mmaction - INFO - Epoch [89][460/627] lr: 6.000e-02, eta: 11:05:46, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5276, top5_acc: 0.7499, loss_cls: 2.0643, loss: 2.0643, grad_norm: 2.4207 2020-09-12 01:17:14,941 - mmaction - INFO - Epoch [89][480/627] lr: 6.000e-02, eta: 11:05:25, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7435, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.4569 2020-09-12 01:17:35,616 - mmaction - INFO - Epoch [89][500/627] lr: 6.000e-02, eta: 11:05:04, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7466, loss_cls: 2.0759, loss: 2.0759, grad_norm: 2.4588 2020-09-12 01:17:56,269 - mmaction - INFO - Epoch [89][520/627] lr: 6.000e-02, eta: 11:04:43, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7544, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.4030 2020-09-12 01:18:16,852 - mmaction - INFO - Epoch [89][540/627] lr: 6.000e-02, eta: 11:04:22, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.5436, top5_acc: 0.7535, loss_cls: 2.0076, loss: 2.0076, grad_norm: 2.4048 2020-09-12 01:18:37,323 - mmaction - INFO - Epoch [89][560/627] lr: 6.000e-02, eta: 11:04:01, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7512, loss_cls: 2.0421, loss: 2.0421, grad_norm: 2.4108 2020-09-12 01:18:57,909 - mmaction - INFO - Epoch [89][580/627] lr: 6.000e-02, eta: 11:03:40, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5320, top5_acc: 0.7517, loss_cls: 2.0494, loss: 2.0494, grad_norm: 2.4284 2020-09-12 01:19:18,459 - mmaction - INFO - Epoch [89][600/627] lr: 6.000e-02, eta: 11:03:20, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7576, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.4615 2020-09-12 01:19:38,976 - mmaction - INFO - Epoch [89][620/627] lr: 6.000e-02, eta: 11:02:59, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.5336, top5_acc: 0.7562, loss_cls: 2.0566, loss: 2.0566, grad_norm: 2.4130 2020-09-12 01:20:16,988 - mmaction - INFO - Epoch [90][20/627] lr: 6.000e-02, eta: 11:02:33, time: 1.606, data_time: 0.539, memory: 8470, top1_acc: 0.5327, top5_acc: 0.7549, loss_cls: 2.0269, loss: 2.0269, grad_norm: 2.4045 2020-09-12 01:20:37,643 - mmaction - INFO - Epoch [90][40/627] lr: 6.000e-02, eta: 11:02:12, time: 1.034, data_time: 0.018, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7522, loss_cls: 2.0635, loss: 2.0635, grad_norm: 2.4353 2020-09-12 01:20:58,253 - mmaction - INFO - Epoch [90][60/627] lr: 6.000e-02, eta: 11:01:51, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7595, loss_cls: 2.0256, loss: 2.0256, grad_norm: 2.4295 2020-09-12 01:21:18,888 - mmaction - INFO - Epoch [90][80/627] lr: 6.000e-02, eta: 11:01:31, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.5339, top5_acc: 0.7561, loss_cls: 2.0374, loss: 2.0374, grad_norm: 2.4280 2020-09-12 01:21:39,411 - mmaction - INFO - Epoch [90][100/627] lr: 6.000e-02, eta: 11:01:10, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.5294, top5_acc: 0.7591, loss_cls: 2.0476, loss: 2.0476, grad_norm: 2.4458 2020-09-12 01:22:00,055 - mmaction - INFO - Epoch [90][120/627] lr: 6.000e-02, eta: 11:00:49, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5280, top5_acc: 0.7507, loss_cls: 2.0575, loss: 2.0575, grad_norm: 2.3917 2020-09-12 01:22:20,659 - mmaction - INFO - Epoch [90][140/627] lr: 6.000e-02, eta: 11:00:28, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.5439, top5_acc: 0.7704, loss_cls: 1.9714, loss: 1.9714, grad_norm: 2.3954 2020-09-12 01:22:41,194 - mmaction - INFO - Epoch [90][160/627] lr: 6.000e-02, eta: 11:00:07, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5422, top5_acc: 0.7612, loss_cls: 2.0098, loss: 2.0098, grad_norm: 2.3907 2020-09-12 01:23:01,743 - mmaction - INFO - Epoch [90][180/627] lr: 6.000e-02, eta: 10:59:46, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.5245, top5_acc: 0.7566, loss_cls: 2.0594, loss: 2.0594, grad_norm: 2.4507 2020-09-12 01:23:22,362 - mmaction - INFO - Epoch [90][200/627] lr: 6.000e-02, eta: 10:59:25, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.5285, top5_acc: 0.7542, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.4407 2020-09-12 01:23:42,821 - mmaction - INFO - Epoch [90][220/627] lr: 6.000e-02, eta: 10:59:04, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.5350, top5_acc: 0.7572, loss_cls: 2.0070, loss: 2.0070, grad_norm: 2.3796 2020-09-12 01:24:03,428 - mmaction - INFO - Epoch [90][240/627] lr: 6.000e-02, eta: 10:58:43, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.5342, top5_acc: 0.7589, loss_cls: 2.0200, loss: 2.0200, grad_norm: 2.4185 2020-09-12 01:24:23,876 - mmaction - INFO - Epoch [90][260/627] lr: 6.000e-02, eta: 10:58:22, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7467, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.4821 2020-09-12 01:24:44,425 - mmaction - INFO - Epoch [90][280/627] lr: 6.000e-02, eta: 10:58:01, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.5255, top5_acc: 0.7565, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.4560 2020-09-12 01:25:05,074 - mmaction - INFO - Epoch [90][300/627] lr: 6.000e-02, eta: 10:57:40, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.5293, top5_acc: 0.7596, loss_cls: 2.0292, loss: 2.0292, grad_norm: 2.4372 2020-09-12 01:25:25,618 - mmaction - INFO - Epoch [90][320/627] lr: 6.000e-02, eta: 10:57:19, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5316, top5_acc: 0.7574, loss_cls: 2.0185, loss: 2.0185, grad_norm: 2.4213 2020-09-12 01:25:46,219 - mmaction - INFO - Epoch [90][340/627] lr: 6.000e-02, eta: 10:56:58, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7539, loss_cls: 2.0494, loss: 2.0494, grad_norm: 2.4169 2020-09-12 01:26:06,733 - mmaction - INFO - Epoch [90][360/627] lr: 6.000e-02, eta: 10:56:37, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.5314, top5_acc: 0.7456, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.4341 2020-09-12 01:26:27,327 - mmaction - INFO - Epoch [90][380/627] lr: 6.000e-02, eta: 10:56:16, time: 1.030, data_time: 0.012, memory: 8470, top1_acc: 0.5268, top5_acc: 0.7576, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.4273 2020-09-12 01:26:48,014 - mmaction - INFO - Epoch [90][400/627] lr: 6.000e-02, eta: 10:55:55, time: 1.033, data_time: 0.018, memory: 8470, top1_acc: 0.5255, top5_acc: 0.7496, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.4613 2020-09-12 01:27:08,696 - mmaction - INFO - Epoch [90][420/627] lr: 6.000e-02, eta: 10:55:34, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7507, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.4251 2020-09-12 01:27:29,184 - mmaction - INFO - Epoch [90][440/627] lr: 6.000e-02, eta: 10:55:13, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.4961 2020-09-12 01:27:49,708 - mmaction - INFO - Epoch [90][460/627] lr: 6.000e-02, eta: 10:54:52, time: 1.017, data_time: 0.005, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7577, loss_cls: 2.0357, loss: 2.0357, grad_norm: 2.4343 2020-09-12 01:28:10,223 - mmaction - INFO - Epoch [90][480/627] lr: 6.000e-02, eta: 10:54:31, time: 1.032, data_time: 0.016, memory: 8470, top1_acc: 0.5306, top5_acc: 0.7521, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.4224 2020-09-12 01:28:30,767 - mmaction - INFO - Epoch [90][500/627] lr: 6.000e-02, eta: 10:54:11, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7431, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.4712 2020-09-12 01:28:51,275 - mmaction - INFO - Epoch [90][520/627] lr: 6.000e-02, eta: 10:53:50, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5281, top5_acc: 0.7565, loss_cls: 2.0314, loss: 2.0314, grad_norm: 2.4219 2020-09-12 01:29:11,821 - mmaction - INFO - Epoch [90][540/627] lr: 6.000e-02, eta: 10:53:29, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.5324, top5_acc: 0.7576, loss_cls: 2.0285, loss: 2.0285, grad_norm: 2.4343 2020-09-12 01:29:32,445 - mmaction - INFO - Epoch [90][560/627] lr: 6.000e-02, eta: 10:53:08, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7553, loss_cls: 2.0359, loss: 2.0359, grad_norm: 2.3863 2020-09-12 01:29:52,976 - mmaction - INFO - Epoch [90][580/627] lr: 6.000e-02, eta: 10:52:47, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7474, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.4372 2020-09-12 01:30:13,513 - mmaction - INFO - Epoch [90][600/627] lr: 6.000e-02, eta: 10:52:26, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.5243, top5_acc: 0.7512, loss_cls: 2.0683, loss: 2.0683, grad_norm: 2.4296 2020-09-12 01:30:34,034 - mmaction - INFO - Epoch [90][620/627] lr: 6.000e-02, eta: 10:52:05, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7522, loss_cls: 2.0903, loss: 2.0903, grad_norm: 2.4439 2020-09-12 01:30:39,739 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-09-12 01:31:11,621 - mmaction - INFO - Epoch [91][20/627] lr: 6.000e-03, eta: 10:51:38, time: 1.521, data_time: 0.429, memory: 8470, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0073, loss: 2.0073, grad_norm: 2.4354 2020-09-12 01:31:32,121 - mmaction - INFO - Epoch [91][40/627] lr: 6.000e-03, eta: 10:51:17, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.5669, top5_acc: 0.7865, loss_cls: 1.8601, loss: 1.8601, grad_norm: 2.2924 2020-09-12 01:31:52,732 - mmaction - INFO - Epoch [91][60/627] lr: 6.000e-03, eta: 10:50:56, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.5651, top5_acc: 0.7790, loss_cls: 1.8733, loss: 1.8733, grad_norm: 2.2737 2020-09-12 01:32:13,334 - mmaction - INFO - Epoch [91][80/627] lr: 6.000e-03, eta: 10:50:35, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.5699, top5_acc: 0.7862, loss_cls: 1.8578, loss: 1.8578, grad_norm: 2.2674 2020-09-12 01:32:33,780 - mmaction - INFO - Epoch [91][100/627] lr: 6.000e-03, eta: 10:50:14, time: 1.024, data_time: 0.011, memory: 8470, top1_acc: 0.5823, top5_acc: 0.7871, loss_cls: 1.8181, loss: 1.8181, grad_norm: 2.2505 2020-09-12 01:32:54,407 - mmaction - INFO - Epoch [91][120/627] lr: 6.000e-03, eta: 10:49:53, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.5757, top5_acc: 0.7829, loss_cls: 1.8231, loss: 1.8231, grad_norm: 2.2555 2020-09-12 01:33:14,893 - mmaction - INFO - Epoch [91][140/627] lr: 6.000e-03, eta: 10:49:32, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.5759, top5_acc: 0.7822, loss_cls: 1.8305, loss: 1.8305, grad_norm: 2.3049 2020-09-12 01:33:35,337 - mmaction - INFO - Epoch [91][160/627] lr: 6.000e-03, eta: 10:49:11, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.5822, top5_acc: 0.7930, loss_cls: 1.7912, loss: 1.7912, grad_norm: 2.3008 2020-09-12 01:33:55,797 - mmaction - INFO - Epoch [91][180/627] lr: 6.000e-03, eta: 10:48:50, time: 1.021, data_time: 0.002, memory: 8470, top1_acc: 0.5861, top5_acc: 0.8022, loss_cls: 1.7632, loss: 1.7632, grad_norm: 2.2677 2020-09-12 01:34:16,337 - mmaction - INFO - Epoch [91][200/627] lr: 6.000e-03, eta: 10:48:29, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.5919, top5_acc: 0.7934, loss_cls: 1.7602, loss: 1.7602, grad_norm: 2.2644 2020-09-12 01:34:36,856 - mmaction - INFO - Epoch [91][220/627] lr: 6.000e-03, eta: 10:48:08, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.5852, top5_acc: 0.7924, loss_cls: 1.7820, loss: 1.7820, grad_norm: 2.3057 2020-09-12 01:34:57,395 - mmaction - INFO - Epoch [91][240/627] lr: 6.000e-03, eta: 10:47:48, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.5841, top5_acc: 0.7967, loss_cls: 1.7731, loss: 1.7731, grad_norm: 2.2994 2020-09-12 01:35:17,945 - mmaction - INFO - Epoch [91][260/627] lr: 6.000e-03, eta: 10:47:27, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.5902, top5_acc: 0.7926, loss_cls: 1.7818, loss: 1.7818, grad_norm: 2.2980 2020-09-12 01:35:38,558 - mmaction - INFO - Epoch [91][280/627] lr: 6.000e-03, eta: 10:47:06, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.5848, top5_acc: 0.7895, loss_cls: 1.7858, loss: 1.7858, grad_norm: 2.3171 2020-09-12 01:35:59,006 - mmaction - INFO - Epoch [91][300/627] lr: 6.000e-03, eta: 10:46:45, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.5882, top5_acc: 0.7921, loss_cls: 1.7672, loss: 1.7672, grad_norm: 2.3068 2020-09-12 01:36:19,546 - mmaction - INFO - Epoch [91][320/627] lr: 6.000e-03, eta: 10:46:24, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.6069, top5_acc: 0.8073, loss_cls: 1.6900, loss: 1.6900, grad_norm: 2.2745 2020-09-12 01:36:40,138 - mmaction - INFO - Epoch [91][340/627] lr: 6.000e-03, eta: 10:46:03, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.5862, top5_acc: 0.7939, loss_cls: 1.7716, loss: 1.7716, grad_norm: 2.3461 2020-09-12 01:37:00,736 - mmaction - INFO - Epoch [91][360/627] lr: 6.000e-03, eta: 10:45:42, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.5846, top5_acc: 0.7923, loss_cls: 1.7595, loss: 1.7595, grad_norm: 2.3292 2020-09-12 01:37:21,317 - mmaction - INFO - Epoch [91][380/627] lr: 6.000e-03, eta: 10:45:21, time: 1.017, data_time: 0.003, memory: 8470, top1_acc: 0.5986, top5_acc: 0.8016, loss_cls: 1.7347, loss: 1.7347, grad_norm: 2.3344 2020-09-12 01:37:41,802 - mmaction - INFO - Epoch [91][400/627] lr: 6.000e-03, eta: 10:45:00, time: 1.032, data_time: 0.016, memory: 8470, top1_acc: 0.5935, top5_acc: 0.8042, loss_cls: 1.7256, loss: 1.7256, grad_norm: 2.3112 2020-09-12 01:38:02,357 - mmaction - INFO - Epoch [91][420/627] lr: 6.000e-03, eta: 10:44:39, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.5949, top5_acc: 0.7978, loss_cls: 1.7504, loss: 1.7504, grad_norm: 2.3234 2020-09-12 01:38:23,078 - mmaction - INFO - Epoch [91][440/627] lr: 6.000e-03, eta: 10:44:18, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.6010, top5_acc: 0.8072, loss_cls: 1.7037, loss: 1.7037, grad_norm: 2.3083 2020-09-12 01:38:43,610 - mmaction - INFO - Epoch [91][460/627] lr: 6.000e-03, eta: 10:43:57, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.5974, top5_acc: 0.8005, loss_cls: 1.7281, loss: 1.7281, grad_norm: 2.3248 2020-09-12 01:39:04,108 - mmaction - INFO - Epoch [91][480/627] lr: 6.000e-03, eta: 10:43:36, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6016, top5_acc: 0.8051, loss_cls: 1.7176, loss: 1.7176, grad_norm: 2.3042 2020-09-12 01:39:24,666 - mmaction - INFO - Epoch [91][500/627] lr: 6.000e-03, eta: 10:43:15, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.5958, top5_acc: 0.7935, loss_cls: 1.7538, loss: 1.7538, grad_norm: 2.3259 2020-09-12 01:39:45,169 - mmaction - INFO - Epoch [91][520/627] lr: 6.000e-03, eta: 10:42:54, time: 1.018, data_time: 0.008, memory: 8470, top1_acc: 0.5973, top5_acc: 0.8040, loss_cls: 1.7157, loss: 1.7157, grad_norm: 2.3180 2020-09-12 01:40:05,839 - mmaction - INFO - Epoch [91][540/627] lr: 6.000e-03, eta: 10:42:33, time: 1.035, data_time: 0.016, memory: 8470, top1_acc: 0.5962, top5_acc: 0.7996, loss_cls: 1.7332, loss: 1.7332, grad_norm: 2.3330 2020-09-12 01:40:26,428 - mmaction - INFO - Epoch [91][560/627] lr: 6.000e-03, eta: 10:42:12, time: 1.039, data_time: 0.013, memory: 8470, top1_acc: 0.5996, top5_acc: 0.8034, loss_cls: 1.7095, loss: 1.7095, grad_norm: 2.3224 2020-09-12 01:40:47,037 - mmaction - INFO - Epoch [91][580/627] lr: 6.000e-03, eta: 10:41:51, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6003, top5_acc: 0.8074, loss_cls: 1.6943, loss: 1.6943, grad_norm: 2.3704 2020-09-12 01:41:07,473 - mmaction - INFO - Epoch [91][600/627] lr: 6.000e-03, eta: 10:41:30, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.5971, top5_acc: 0.8095, loss_cls: 1.7117, loss: 1.7117, grad_norm: 2.3553 2020-09-12 01:41:28,027 - mmaction - INFO - Epoch [91][620/627] lr: 6.000e-03, eta: 10:41:09, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.6026, top5_acc: 0.8003, loss_cls: 1.7027, loss: 1.7027, grad_norm: 2.3218 2020-09-12 01:42:05,716 - mmaction - INFO - Epoch [92][20/627] lr: 6.000e-03, eta: 10:40:44, time: 1.597, data_time: 0.486, memory: 8470, top1_acc: 0.6095, top5_acc: 0.8086, loss_cls: 1.6736, loss: 1.6736, grad_norm: 2.3234 2020-09-12 01:42:26,206 - mmaction - INFO - Epoch [92][40/627] lr: 6.000e-03, eta: 10:40:23, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.5980, top5_acc: 0.8023, loss_cls: 1.7073, loss: 1.7073, grad_norm: 2.3749 2020-09-12 01:42:46,606 - mmaction - INFO - Epoch [92][60/627] lr: 6.000e-03, eta: 10:40:02, time: 1.011, data_time: 0.003, memory: 8470, top1_acc: 0.6142, top5_acc: 0.8105, loss_cls: 1.6528, loss: 1.6528, grad_norm: 2.3204 2020-09-12 01:43:07,102 - mmaction - INFO - Epoch [92][80/627] lr: 6.000e-03, eta: 10:39:41, time: 1.033, data_time: 0.018, memory: 8470, top1_acc: 0.6043, top5_acc: 0.8059, loss_cls: 1.6780, loss: 1.6780, grad_norm: 2.3449 2020-09-12 01:43:27,658 - mmaction - INFO - Epoch [92][100/627] lr: 6.000e-03, eta: 10:39:20, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.6012, top5_acc: 0.7951, loss_cls: 1.7323, loss: 1.7323, grad_norm: 2.3149 2020-09-12 01:43:48,199 - mmaction - INFO - Epoch [92][120/627] lr: 6.000e-03, eta: 10:38:59, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.6099, top5_acc: 0.8064, loss_cls: 1.6723, loss: 1.6723, grad_norm: 2.3289 2020-09-12 01:44:08,812 - mmaction - INFO - Epoch [92][140/627] lr: 6.000e-03, eta: 10:38:38, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6043, top5_acc: 0.8094, loss_cls: 1.6923, loss: 1.6923, grad_norm: 2.3432 2020-09-12 01:44:29,412 - mmaction - INFO - Epoch [92][160/627] lr: 6.000e-03, eta: 10:38:17, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.6112, top5_acc: 0.8036, loss_cls: 1.6899, loss: 1.6899, grad_norm: 2.3480 2020-09-12 01:44:50,041 - mmaction - INFO - Epoch [92][180/627] lr: 6.000e-03, eta: 10:37:56, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.5951, top5_acc: 0.8017, loss_cls: 1.7013, loss: 1.7013, grad_norm: 2.3530 2020-09-12 01:45:10,580 - mmaction - INFO - Epoch [92][200/627] lr: 6.000e-03, eta: 10:37:35, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6125, top5_acc: 0.8091, loss_cls: 1.6504, loss: 1.6504, grad_norm: 2.3333 2020-09-12 01:45:31,060 - mmaction - INFO - Epoch [92][220/627] lr: 6.000e-03, eta: 10:37:14, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.6014, top5_acc: 0.8111, loss_cls: 1.6938, loss: 1.6938, grad_norm: 2.3884 2020-09-12 01:45:51,700 - mmaction - INFO - Epoch [92][240/627] lr: 6.000e-03, eta: 10:36:53, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6078, top5_acc: 0.8113, loss_cls: 1.6642, loss: 1.6642, grad_norm: 2.3131 2020-09-12 01:46:12,279 - mmaction - INFO - Epoch [92][260/627] lr: 6.000e-03, eta: 10:36:32, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.6146, top5_acc: 0.8128, loss_cls: 1.6425, loss: 1.6425, grad_norm: 2.3335 2020-09-12 01:46:32,847 - mmaction - INFO - Epoch [92][280/627] lr: 6.000e-03, eta: 10:36:11, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.6076, top5_acc: 0.8072, loss_cls: 1.6847, loss: 1.6847, grad_norm: 2.3839 2020-09-12 01:46:53,439 - mmaction - INFO - Epoch [92][300/627] lr: 6.000e-03, eta: 10:35:50, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.6103, top5_acc: 0.8139, loss_cls: 1.6669, loss: 1.6669, grad_norm: 2.3841 2020-09-12 01:47:14,019 - mmaction - INFO - Epoch [92][320/627] lr: 6.000e-03, eta: 10:35:30, time: 1.039, data_time: 0.015, memory: 8470, top1_acc: 0.6124, top5_acc: 0.8180, loss_cls: 1.6223, loss: 1.6223, grad_norm: 2.3536 2020-09-12 01:47:34,618 - mmaction - INFO - Epoch [92][340/627] lr: 6.000e-03, eta: 10:35:09, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6085, top5_acc: 0.8134, loss_cls: 1.6489, loss: 1.6489, grad_norm: 2.3724 2020-09-12 01:47:55,278 - mmaction - INFO - Epoch [92][360/627] lr: 6.000e-03, eta: 10:34:48, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.6130, top5_acc: 0.8100, loss_cls: 1.6642, loss: 1.6642, grad_norm: 2.3472 2020-09-12 01:48:15,762 - mmaction - INFO - Epoch [92][380/627] lr: 6.000e-03, eta: 10:34:27, time: 1.026, data_time: 0.012, memory: 8470, top1_acc: 0.6012, top5_acc: 0.8095, loss_cls: 1.7058, loss: 1.7058, grad_norm: 2.4020 2020-09-12 01:48:36,363 - mmaction - INFO - Epoch [92][400/627] lr: 6.000e-03, eta: 10:34:06, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6100, top5_acc: 0.8051, loss_cls: 1.6748, loss: 1.6748, grad_norm: 2.3867 2020-09-12 01:48:56,816 - mmaction - INFO - Epoch [92][420/627] lr: 6.000e-03, eta: 10:33:45, time: 1.018, data_time: 0.013, memory: 8470, top1_acc: 0.6043, top5_acc: 0.8072, loss_cls: 1.6806, loss: 1.6806, grad_norm: 2.4297 2020-09-12 01:49:17,298 - mmaction - INFO - Epoch [92][440/627] lr: 6.000e-03, eta: 10:33:24, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6108, top5_acc: 0.8066, loss_cls: 1.6784, loss: 1.6784, grad_norm: 2.3920 2020-09-12 01:49:37,822 - mmaction - INFO - Epoch [92][460/627] lr: 6.000e-03, eta: 10:33:03, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6014, top5_acc: 0.8094, loss_cls: 1.7021, loss: 1.7021, grad_norm: 2.3801 2020-09-12 01:49:58,343 - mmaction - INFO - Epoch [92][480/627] lr: 6.000e-03, eta: 10:32:42, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6068, top5_acc: 0.8061, loss_cls: 1.6765, loss: 1.6765, grad_norm: 2.3870 2020-09-12 01:50:18,965 - mmaction - INFO - Epoch [92][500/627] lr: 6.000e-03, eta: 10:32:21, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.6125, top5_acc: 0.8129, loss_cls: 1.6408, loss: 1.6408, grad_norm: 2.3564 2020-09-12 01:50:39,470 - mmaction - INFO - Epoch [92][520/627] lr: 6.000e-03, eta: 10:32:00, time: 1.035, data_time: 0.016, memory: 8470, top1_acc: 0.6031, top5_acc: 0.8033, loss_cls: 1.7060, loss: 1.7060, grad_norm: 2.4075 2020-09-12 01:50:59,980 - mmaction - INFO - Epoch [92][540/627] lr: 6.000e-03, eta: 10:31:39, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6096, top5_acc: 0.8051, loss_cls: 1.6826, loss: 1.6826, grad_norm: 2.3727 2020-09-12 01:51:20,557 - mmaction - INFO - Epoch [92][560/627] lr: 6.000e-03, eta: 10:31:18, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.6087, top5_acc: 0.8133, loss_cls: 1.6542, loss: 1.6542, grad_norm: 2.4152 2020-09-12 01:51:41,112 - mmaction - INFO - Epoch [92][580/627] lr: 6.000e-03, eta: 10:30:57, time: 1.028, data_time: 0.015, memory: 8470, top1_acc: 0.6031, top5_acc: 0.7999, loss_cls: 1.7062, loss: 1.7062, grad_norm: 2.4158 2020-09-12 01:52:01,683 - mmaction - INFO - Epoch [92][600/627] lr: 6.000e-03, eta: 10:30:36, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.6129, top5_acc: 0.8109, loss_cls: 1.6546, loss: 1.6546, grad_norm: 2.3951 2020-09-12 01:52:22,313 - mmaction - INFO - Epoch [92][620/627] lr: 6.000e-03, eta: 10:30:15, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6076, top5_acc: 0.8132, loss_cls: 1.6649, loss: 1.6649, grad_norm: 2.4008 2020-09-12 01:53:00,013 - mmaction - INFO - Epoch [93][20/627] lr: 6.000e-03, eta: 10:29:50, time: 1.599, data_time: 0.451, memory: 8470, top1_acc: 0.6064, top5_acc: 0.8115, loss_cls: 1.6690, loss: 1.6690, grad_norm: 2.3631 2020-09-12 01:53:20,520 - mmaction - INFO - Epoch [93][40/627] lr: 6.000e-03, eta: 10:29:29, time: 1.019, data_time: 0.007, memory: 8470, top1_acc: 0.6142, top5_acc: 0.8186, loss_cls: 1.6382, loss: 1.6382, grad_norm: 2.4198 2020-09-12 01:53:41,044 - mmaction - INFO - Epoch [93][60/627] lr: 6.000e-03, eta: 10:29:08, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.6147, top5_acc: 0.8091, loss_cls: 1.6510, loss: 1.6510, grad_norm: 2.3946 2020-09-12 01:54:01,550 - mmaction - INFO - Epoch [93][80/627] lr: 6.000e-03, eta: 10:28:47, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6138, top5_acc: 0.8158, loss_cls: 1.6379, loss: 1.6379, grad_norm: 2.4128 2020-09-12 01:54:22,161 - mmaction - INFO - Epoch [93][100/627] lr: 6.000e-03, eta: 10:28:26, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6109, top5_acc: 0.8137, loss_cls: 1.6522, loss: 1.6522, grad_norm: 2.4122 2020-09-12 01:54:42,592 - mmaction - INFO - Epoch [93][120/627] lr: 6.000e-03, eta: 10:28:05, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6115, top5_acc: 0.8064, loss_cls: 1.6608, loss: 1.6608, grad_norm: 2.4239 2020-09-12 01:55:03,154 - mmaction - INFO - Epoch [93][140/627] lr: 6.000e-03, eta: 10:27:44, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6070, top5_acc: 0.8035, loss_cls: 1.6712, loss: 1.6712, grad_norm: 2.4043 2020-09-12 01:55:23,660 - mmaction - INFO - Epoch [93][160/627] lr: 6.000e-03, eta: 10:27:23, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6143, top5_acc: 0.8118, loss_cls: 1.6323, loss: 1.6323, grad_norm: 2.4228 2020-09-12 01:55:44,176 - mmaction - INFO - Epoch [93][180/627] lr: 6.000e-03, eta: 10:27:02, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.6229, top5_acc: 0.8174, loss_cls: 1.6163, loss: 1.6163, grad_norm: 2.3929 2020-09-12 01:56:04,753 - mmaction - INFO - Epoch [93][200/627] lr: 6.000e-03, eta: 10:26:41, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6152, top5_acc: 0.8208, loss_cls: 1.6185, loss: 1.6185, grad_norm: 2.4083 2020-09-12 01:56:25,242 - mmaction - INFO - Epoch [93][220/627] lr: 6.000e-03, eta: 10:26:20, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6185, top5_acc: 0.8077, loss_cls: 1.6405, loss: 1.6405, grad_norm: 2.3945 2020-09-12 01:56:45,805 - mmaction - INFO - Epoch [93][240/627] lr: 6.000e-03, eta: 10:25:59, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6115, top5_acc: 0.8086, loss_cls: 1.6409, loss: 1.6409, grad_norm: 2.3925 2020-09-12 01:57:06,325 - mmaction - INFO - Epoch [93][260/627] lr: 6.000e-03, eta: 10:25:38, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6193, top5_acc: 0.8145, loss_cls: 1.6300, loss: 1.6300, grad_norm: 2.4087 2020-09-12 01:57:26,853 - mmaction - INFO - Epoch [93][280/627] lr: 6.000e-03, eta: 10:25:17, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.6185, top5_acc: 0.8148, loss_cls: 1.6495, loss: 1.6495, grad_norm: 2.4376 2020-09-12 01:57:47,445 - mmaction - INFO - Epoch [93][300/627] lr: 6.000e-03, eta: 10:24:56, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6128, top5_acc: 0.8135, loss_cls: 1.6372, loss: 1.6372, grad_norm: 2.4334 2020-09-12 01:58:07,874 - mmaction - INFO - Epoch [93][320/627] lr: 6.000e-03, eta: 10:24:35, time: 1.019, data_time: 0.011, memory: 8470, top1_acc: 0.6090, top5_acc: 0.8124, loss_cls: 1.6490, loss: 1.6490, grad_norm: 2.4275 2020-09-12 01:58:28,420 - mmaction - INFO - Epoch [93][340/627] lr: 6.000e-03, eta: 10:24:14, time: 1.024, data_time: 0.014, memory: 8470, top1_acc: 0.6163, top5_acc: 0.8116, loss_cls: 1.6419, loss: 1.6419, grad_norm: 2.4396 2020-09-12 01:58:48,954 - mmaction - INFO - Epoch [93][360/627] lr: 6.000e-03, eta: 10:23:53, time: 1.026, data_time: 0.014, memory: 8470, top1_acc: 0.6053, top5_acc: 0.8099, loss_cls: 1.6799, loss: 1.6799, grad_norm: 2.4513 2020-09-12 01:59:09,537 - mmaction - INFO - Epoch [93][380/627] lr: 6.000e-03, eta: 10:23:32, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.6090, top5_acc: 0.8132, loss_cls: 1.6682, loss: 1.6682, grad_norm: 2.4632 2020-09-12 01:59:30,074 - mmaction - INFO - Epoch [93][400/627] lr: 6.000e-03, eta: 10:23:12, time: 1.032, data_time: 0.014, memory: 8470, top1_acc: 0.6113, top5_acc: 0.8038, loss_cls: 1.6715, loss: 1.6715, grad_norm: 2.4243 2020-09-12 01:59:50,623 - mmaction - INFO - Epoch [93][420/627] lr: 6.000e-03, eta: 10:22:51, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6171, top5_acc: 0.8107, loss_cls: 1.6491, loss: 1.6491, grad_norm: 2.4360 2020-09-12 02:00:11,092 - mmaction - INFO - Epoch [93][440/627] lr: 6.000e-03, eta: 10:22:30, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6198, top5_acc: 0.8142, loss_cls: 1.6248, loss: 1.6248, grad_norm: 2.4340 2020-09-12 02:00:31,618 - mmaction - INFO - Epoch [93][460/627] lr: 6.000e-03, eta: 10:22:09, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6245, top5_acc: 0.8160, loss_cls: 1.6187, loss: 1.6187, grad_norm: 2.4178 2020-09-12 02:00:52,127 - mmaction - INFO - Epoch [93][480/627] lr: 6.000e-03, eta: 10:21:48, time: 1.025, data_time: 0.014, memory: 8470, top1_acc: 0.6193, top5_acc: 0.8172, loss_cls: 1.6149, loss: 1.6149, grad_norm: 2.4261 2020-09-12 02:01:12,629 - mmaction - INFO - Epoch [93][500/627] lr: 6.000e-03, eta: 10:21:27, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6090, top5_acc: 0.8141, loss_cls: 1.6568, loss: 1.6568, grad_norm: 2.4828 2020-09-12 02:01:33,151 - mmaction - INFO - Epoch [93][520/627] lr: 6.000e-03, eta: 10:21:06, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6161, top5_acc: 0.8111, loss_cls: 1.6435, loss: 1.6435, grad_norm: 2.4454 2020-09-12 02:01:53,755 - mmaction - INFO - Epoch [93][540/627] lr: 6.000e-03, eta: 10:20:45, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6249, top5_acc: 0.8151, loss_cls: 1.6074, loss: 1.6074, grad_norm: 2.4189 2020-09-12 02:02:14,304 - mmaction - INFO - Epoch [93][560/627] lr: 6.000e-03, eta: 10:20:24, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6156, top5_acc: 0.8165, loss_cls: 1.6281, loss: 1.6281, grad_norm: 2.4656 2020-09-12 02:02:34,855 - mmaction - INFO - Epoch [93][580/627] lr: 6.000e-03, eta: 10:20:03, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6146, top5_acc: 0.8089, loss_cls: 1.6407, loss: 1.6407, grad_norm: 2.4407 2020-09-12 02:02:55,359 - mmaction - INFO - Epoch [93][600/627] lr: 6.000e-03, eta: 10:19:42, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6262, top5_acc: 0.8180, loss_cls: 1.5879, loss: 1.5879, grad_norm: 2.4359 2020-09-12 02:03:15,907 - mmaction - INFO - Epoch [93][620/627] lr: 6.000e-03, eta: 10:19:21, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.6177, top5_acc: 0.8201, loss_cls: 1.6118, loss: 1.6118, grad_norm: 2.4644 2020-09-12 02:04:17,616 - mmaction - INFO - Epoch [94][20/627] lr: 6.000e-03, eta: 10:19:05, time: 2.370, data_time: 1.233, memory: 8470, top1_acc: 0.6203, top5_acc: 0.8116, loss_cls: 1.6265, loss: 1.6265, grad_norm: 2.4429 2020-09-12 02:04:38,135 - mmaction - INFO - Epoch [94][40/627] lr: 6.000e-03, eta: 10:18:44, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6322, top5_acc: 0.8301, loss_cls: 1.5617, loss: 1.5617, grad_norm: 2.4387 2020-09-12 02:04:58,667 - mmaction - INFO - Epoch [94][60/627] lr: 6.000e-03, eta: 10:18:23, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6146, top5_acc: 0.8092, loss_cls: 1.6576, loss: 1.6576, grad_norm: 2.4972 2020-09-12 02:05:19,230 - mmaction - INFO - Epoch [94][80/627] lr: 6.000e-03, eta: 10:18:02, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6210, top5_acc: 0.8124, loss_cls: 1.6327, loss: 1.6327, grad_norm: 2.4358 2020-09-12 02:05:39,764 - mmaction - INFO - Epoch [94][100/627] lr: 6.000e-03, eta: 10:17:41, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.6173, top5_acc: 0.8237, loss_cls: 1.6067, loss: 1.6067, grad_norm: 2.4482 2020-09-12 02:06:00,360 - mmaction - INFO - Epoch [94][120/627] lr: 6.000e-03, eta: 10:17:20, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.6247, top5_acc: 0.8195, loss_cls: 1.5936, loss: 1.5936, grad_norm: 2.4350 2020-09-12 02:06:20,884 - mmaction - INFO - Epoch [94][140/627] lr: 6.000e-03, eta: 10:16:59, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6202, top5_acc: 0.8158, loss_cls: 1.6135, loss: 1.6135, grad_norm: 2.4433 2020-09-12 02:06:41,544 - mmaction - INFO - Epoch [94][160/627] lr: 6.000e-03, eta: 10:16:38, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6158, top5_acc: 0.8125, loss_cls: 1.6313, loss: 1.6313, grad_norm: 2.4591 2020-09-12 02:07:02,031 - mmaction - INFO - Epoch [94][180/627] lr: 6.000e-03, eta: 10:16:17, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.6190, top5_acc: 0.8103, loss_cls: 1.6332, loss: 1.6332, grad_norm: 2.4656 2020-09-12 02:07:22,676 - mmaction - INFO - Epoch [94][200/627] lr: 6.000e-03, eta: 10:15:56, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.6262, top5_acc: 0.8208, loss_cls: 1.6088, loss: 1.6088, grad_norm: 2.4820 2020-09-12 02:07:43,230 - mmaction - INFO - Epoch [94][220/627] lr: 6.000e-03, eta: 10:15:35, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.6249, top5_acc: 0.8194, loss_cls: 1.5797, loss: 1.5797, grad_norm: 2.4642 2020-09-12 02:08:03,856 - mmaction - INFO - Epoch [94][240/627] lr: 6.000e-03, eta: 10:15:14, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6224, top5_acc: 0.8204, loss_cls: 1.5943, loss: 1.5943, grad_norm: 2.4667 2020-09-12 02:08:24,440 - mmaction - INFO - Epoch [94][260/627] lr: 6.000e-03, eta: 10:14:54, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6146, top5_acc: 0.8095, loss_cls: 1.6419, loss: 1.6419, grad_norm: 2.4594 2020-09-12 02:08:44,987 - mmaction - INFO - Epoch [94][280/627] lr: 6.000e-03, eta: 10:14:33, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6064, top5_acc: 0.8086, loss_cls: 1.6640, loss: 1.6640, grad_norm: 2.5156 2020-09-12 02:09:05,524 - mmaction - INFO - Epoch [94][300/627] lr: 6.000e-03, eta: 10:14:12, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.6241, top5_acc: 0.8177, loss_cls: 1.6114, loss: 1.6114, grad_norm: 2.4521 2020-09-12 02:09:26,073 - mmaction - INFO - Epoch [94][320/627] lr: 6.000e-03, eta: 10:13:51, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6167, top5_acc: 0.8158, loss_cls: 1.6390, loss: 1.6390, grad_norm: 2.4828 2020-09-12 02:09:46,619 - mmaction - INFO - Epoch [94][340/627] lr: 6.000e-03, eta: 10:13:30, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6185, top5_acc: 0.8143, loss_cls: 1.6217, loss: 1.6217, grad_norm: 2.4560 2020-09-12 02:10:07,265 - mmaction - INFO - Epoch [94][360/627] lr: 6.000e-03, eta: 10:13:09, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.6204, top5_acc: 0.8180, loss_cls: 1.6283, loss: 1.6283, grad_norm: 2.5023 2020-09-12 02:10:27,810 - mmaction - INFO - Epoch [94][380/627] lr: 6.000e-03, eta: 10:12:48, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6275, top5_acc: 0.8190, loss_cls: 1.5998, loss: 1.5998, grad_norm: 2.4595 2020-09-12 02:10:48,393 - mmaction - INFO - Epoch [94][400/627] lr: 6.000e-03, eta: 10:12:27, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6204, top5_acc: 0.8262, loss_cls: 1.5769, loss: 1.5769, grad_norm: 2.4714 2020-09-12 02:11:08,811 - mmaction - INFO - Epoch [94][420/627] lr: 6.000e-03, eta: 10:12:06, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.6174, top5_acc: 0.8145, loss_cls: 1.6398, loss: 1.6398, grad_norm: 2.5081 2020-09-12 02:11:29,262 - mmaction - INFO - Epoch [94][440/627] lr: 6.000e-03, eta: 10:11:45, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6212, top5_acc: 0.8118, loss_cls: 1.6190, loss: 1.6190, grad_norm: 2.4974 2020-09-12 02:11:49,823 - mmaction - INFO - Epoch [94][460/627] lr: 6.000e-03, eta: 10:11:24, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.6219, top5_acc: 0.8212, loss_cls: 1.5983, loss: 1.5983, grad_norm: 2.4762 2020-09-12 02:12:10,372 - mmaction - INFO - Epoch [94][480/627] lr: 6.000e-03, eta: 10:11:03, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.6103, top5_acc: 0.8096, loss_cls: 1.6652, loss: 1.6652, grad_norm: 2.5172 2020-09-12 02:12:30,904 - mmaction - INFO - Epoch [94][500/627] lr: 6.000e-03, eta: 10:10:42, time: 1.031, data_time: 0.019, memory: 8470, top1_acc: 0.6204, top5_acc: 0.8143, loss_cls: 1.6208, loss: 1.6208, grad_norm: 2.4988 2020-09-12 02:12:51,486 - mmaction - INFO - Epoch [94][520/627] lr: 6.000e-03, eta: 10:10:21, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6270, top5_acc: 0.8254, loss_cls: 1.5846, loss: 1.5846, grad_norm: 2.4980 2020-09-12 02:13:12,099 - mmaction - INFO - Epoch [94][540/627] lr: 6.000e-03, eta: 10:10:00, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.6277, top5_acc: 0.8186, loss_cls: 1.5840, loss: 1.5840, grad_norm: 2.4638 2020-09-12 02:13:32,607 - mmaction - INFO - Epoch [94][560/627] lr: 6.000e-03, eta: 10:09:39, time: 1.037, data_time: 0.017, memory: 8470, top1_acc: 0.6134, top5_acc: 0.8148, loss_cls: 1.6252, loss: 1.6252, grad_norm: 2.4994 2020-09-12 02:13:53,205 - mmaction - INFO - Epoch [94][580/627] lr: 6.000e-03, eta: 10:09:18, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6177, top5_acc: 0.8118, loss_cls: 1.6413, loss: 1.6413, grad_norm: 2.4893 2020-09-12 02:14:13,838 - mmaction - INFO - Epoch [94][600/627] lr: 6.000e-03, eta: 10:08:58, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6298, top5_acc: 0.8257, loss_cls: 1.5882, loss: 1.5882, grad_norm: 2.4606 2020-09-12 02:14:34,375 - mmaction - INFO - Epoch [94][620/627] lr: 6.000e-03, eta: 10:08:37, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.6220, top5_acc: 0.8181, loss_cls: 1.6071, loss: 1.6071, grad_norm: 2.4753 2020-09-12 02:15:12,276 - mmaction - INFO - Epoch [95][20/627] lr: 6.000e-03, eta: 10:08:11, time: 1.610, data_time: 0.546, memory: 8470, top1_acc: 0.6227, top5_acc: 0.8220, loss_cls: 1.5972, loss: 1.5972, grad_norm: 2.5011 2020-09-12 02:15:32,868 - mmaction - INFO - Epoch [95][40/627] lr: 6.000e-03, eta: 10:07:50, time: 1.027, data_time: 0.014, memory: 8470, top1_acc: 0.6307, top5_acc: 0.8186, loss_cls: 1.5742, loss: 1.5742, grad_norm: 2.4606 2020-09-12 02:15:53,484 - mmaction - INFO - Epoch [95][60/627] lr: 6.000e-03, eta: 10:07:29, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6224, top5_acc: 0.8158, loss_cls: 1.6026, loss: 1.6026, grad_norm: 2.4668 2020-09-12 02:16:14,003 - mmaction - INFO - Epoch [95][80/627] lr: 6.000e-03, eta: 10:07:08, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6305, top5_acc: 0.8173, loss_cls: 1.5828, loss: 1.5828, grad_norm: 2.4915 2020-09-12 02:16:34,546 - mmaction - INFO - Epoch [95][100/627] lr: 6.000e-03, eta: 10:06:47, time: 1.025, data_time: 0.002, memory: 8470, top1_acc: 0.6182, top5_acc: 0.8185, loss_cls: 1.6098, loss: 1.6098, grad_norm: 2.5051 2020-09-12 02:16:55,106 - mmaction - INFO - Epoch [95][120/627] lr: 6.000e-03, eta: 10:06:26, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6181, top5_acc: 0.8142, loss_cls: 1.6145, loss: 1.6145, grad_norm: 2.4817 2020-09-12 02:17:15,632 - mmaction - INFO - Epoch [95][140/627] lr: 6.000e-03, eta: 10:06:05, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6242, top5_acc: 0.8191, loss_cls: 1.6003, loss: 1.6003, grad_norm: 2.5019 2020-09-12 02:17:36,116 - mmaction - INFO - Epoch [95][160/627] lr: 6.000e-03, eta: 10:05:44, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6259, top5_acc: 0.8220, loss_cls: 1.5791, loss: 1.5791, grad_norm: 2.4935 2020-09-12 02:17:56,601 - mmaction - INFO - Epoch [95][180/627] lr: 6.000e-03, eta: 10:05:23, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.6176, top5_acc: 0.8173, loss_cls: 1.6327, loss: 1.6327, grad_norm: 2.5202 2020-09-12 02:18:17,116 - mmaction - INFO - Epoch [95][200/627] lr: 6.000e-03, eta: 10:05:02, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6260, top5_acc: 0.8275, loss_cls: 1.5801, loss: 1.5801, grad_norm: 2.4711 2020-09-12 02:18:37,516 - mmaction - INFO - Epoch [95][220/627] lr: 6.000e-03, eta: 10:04:41, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.6236, top5_acc: 0.8253, loss_cls: 1.5807, loss: 1.5807, grad_norm: 2.4704 2020-09-12 02:18:58,193 - mmaction - INFO - Epoch [95][240/627] lr: 6.000e-03, eta: 10:04:21, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.6253, top5_acc: 0.8163, loss_cls: 1.6086, loss: 1.6086, grad_norm: 2.4879 2020-09-12 02:19:18,662 - mmaction - INFO - Epoch [95][260/627] lr: 6.000e-03, eta: 10:03:59, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.6237, top5_acc: 0.8193, loss_cls: 1.6033, loss: 1.6033, grad_norm: 2.4940 2020-09-12 02:19:39,253 - mmaction - INFO - Epoch [95][280/627] lr: 6.000e-03, eta: 10:03:39, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.6240, top5_acc: 0.8217, loss_cls: 1.6022, loss: 1.6022, grad_norm: 2.5222 2020-09-12 02:19:59,670 - mmaction - INFO - Epoch [95][300/627] lr: 6.000e-03, eta: 10:03:18, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.6260, top5_acc: 0.8141, loss_cls: 1.6067, loss: 1.6067, grad_norm: 2.5165 2020-09-12 02:20:20,188 - mmaction - INFO - Epoch [95][320/627] lr: 6.000e-03, eta: 10:02:57, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6298, top5_acc: 0.8260, loss_cls: 1.5776, loss: 1.5776, grad_norm: 2.4864 2020-09-12 02:20:40,693 - mmaction - INFO - Epoch [95][340/627] lr: 6.000e-03, eta: 10:02:36, time: 1.015, data_time: 0.004, memory: 8470, top1_acc: 0.6296, top5_acc: 0.8184, loss_cls: 1.5798, loss: 1.5798, grad_norm: 2.5025 2020-09-12 02:21:01,285 - mmaction - INFO - Epoch [95][360/627] lr: 6.000e-03, eta: 10:02:15, time: 1.036, data_time: 0.017, memory: 8470, top1_acc: 0.6145, top5_acc: 0.8187, loss_cls: 1.6153, loss: 1.6153, grad_norm: 2.5152 2020-09-12 02:21:21,795 - mmaction - INFO - Epoch [95][380/627] lr: 6.000e-03, eta: 10:01:54, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6275, top5_acc: 0.8212, loss_cls: 1.5977, loss: 1.5977, grad_norm: 2.4923 2020-09-12 02:21:42,457 - mmaction - INFO - Epoch [95][400/627] lr: 6.000e-03, eta: 10:01:33, time: 1.032, data_time: 0.003, memory: 8470, top1_acc: 0.6228, top5_acc: 0.8189, loss_cls: 1.5906, loss: 1.5906, grad_norm: 2.4689 2020-09-12 02:22:02,892 - mmaction - INFO - Epoch [95][420/627] lr: 6.000e-03, eta: 10:01:12, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.6102, top5_acc: 0.8154, loss_cls: 1.6406, loss: 1.6406, grad_norm: 2.5472 2020-09-12 02:22:23,507 - mmaction - INFO - Epoch [95][440/627] lr: 6.000e-03, eta: 10:00:51, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.6223, top5_acc: 0.8223, loss_cls: 1.5898, loss: 1.5898, grad_norm: 2.5177 2020-09-12 02:22:44,131 - mmaction - INFO - Epoch [95][460/627] lr: 6.000e-03, eta: 10:00:30, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6290, top5_acc: 0.8212, loss_cls: 1.5782, loss: 1.5782, grad_norm: 2.4811 2020-09-12 02:23:04,590 - mmaction - INFO - Epoch [95][480/627] lr: 6.000e-03, eta: 10:00:09, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.6204, top5_acc: 0.8207, loss_cls: 1.6029, loss: 1.6029, grad_norm: 2.5327 2020-09-12 02:23:25,169 - mmaction - INFO - Epoch [95][500/627] lr: 6.000e-03, eta: 9:59:48, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6204, top5_acc: 0.8172, loss_cls: 1.6077, loss: 1.6077, grad_norm: 2.5593 2020-09-12 02:23:45,719 - mmaction - INFO - Epoch [95][520/627] lr: 6.000e-03, eta: 9:59:27, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6148, top5_acc: 0.8077, loss_cls: 1.6699, loss: 1.6699, grad_norm: 2.5869 2020-09-12 02:24:06,226 - mmaction - INFO - Epoch [95][540/627] lr: 6.000e-03, eta: 9:59:06, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6314, top5_acc: 0.8268, loss_cls: 1.5688, loss: 1.5688, grad_norm: 2.5062 2020-09-12 02:24:26,710 - mmaction - INFO - Epoch [95][560/627] lr: 6.000e-03, eta: 9:58:45, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6273, top5_acc: 0.8237, loss_cls: 1.5812, loss: 1.5812, grad_norm: 2.5357 2020-09-12 02:24:47,302 - mmaction - INFO - Epoch [95][580/627] lr: 6.000e-03, eta: 9:58:24, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.6208, top5_acc: 0.8199, loss_cls: 1.5760, loss: 1.5760, grad_norm: 2.5223 2020-09-12 02:25:07,918 - mmaction - INFO - Epoch [95][600/627] lr: 6.000e-03, eta: 9:58:03, time: 1.039, data_time: 0.016, memory: 8470, top1_acc: 0.6240, top5_acc: 0.8147, loss_cls: 1.6049, loss: 1.6049, grad_norm: 2.5216 2020-09-12 02:25:28,472 - mmaction - INFO - Epoch [95][620/627] lr: 6.000e-03, eta: 9:57:42, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6180, top5_acc: 0.8147, loss_cls: 1.6261, loss: 1.6261, grad_norm: 2.5233 2020-09-12 02:25:34,160 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-09-12 02:26:06,117 - mmaction - INFO - Epoch [96][20/627] lr: 6.000e-03, eta: 9:57:16, time: 1.564, data_time: 0.400, memory: 8470, top1_acc: 0.6272, top5_acc: 0.8207, loss_cls: 1.5713, loss: 1.5713, grad_norm: 2.5076 2020-09-12 02:26:26,717 - mmaction - INFO - Epoch [96][40/627] lr: 6.000e-03, eta: 9:56:55, time: 1.028, data_time: 0.001, memory: 8470, top1_acc: 0.6243, top5_acc: 0.8243, loss_cls: 1.5560, loss: 1.5560, grad_norm: 2.5408 2020-09-12 02:26:47,383 - mmaction - INFO - Epoch [96][60/627] lr: 6.000e-03, eta: 9:56:35, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.6303, top5_acc: 0.8268, loss_cls: 1.5520, loss: 1.5520, grad_norm: 2.4828 2020-09-12 02:27:07,888 - mmaction - INFO - Epoch [96][80/627] lr: 6.000e-03, eta: 9:56:14, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.6194, top5_acc: 0.8132, loss_cls: 1.6189, loss: 1.6189, grad_norm: 2.5382 2020-09-12 02:27:28,472 - mmaction - INFO - Epoch [96][100/627] lr: 6.000e-03, eta: 9:55:53, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6221, top5_acc: 0.8240, loss_cls: 1.5931, loss: 1.5931, grad_norm: 2.5315 2020-09-12 02:27:49,106 - mmaction - INFO - Epoch [96][120/627] lr: 6.000e-03, eta: 9:55:32, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8237, loss_cls: 1.5610, loss: 1.5610, grad_norm: 2.4899 2020-09-12 02:28:09,559 - mmaction - INFO - Epoch [96][140/627] lr: 6.000e-03, eta: 9:55:11, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6323, top5_acc: 0.8262, loss_cls: 1.5406, loss: 1.5406, grad_norm: 2.4777 2020-09-12 02:28:30,064 - mmaction - INFO - Epoch [96][160/627] lr: 6.000e-03, eta: 9:54:50, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.6178, top5_acc: 0.8165, loss_cls: 1.6119, loss: 1.6119, grad_norm: 2.5321 2020-09-12 02:28:50,596 - mmaction - INFO - Epoch [96][180/627] lr: 6.000e-03, eta: 9:54:29, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.6268, top5_acc: 0.8224, loss_cls: 1.5865, loss: 1.5865, grad_norm: 2.5171 2020-09-12 02:29:11,109 - mmaction - INFO - Epoch [96][200/627] lr: 6.000e-03, eta: 9:54:08, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6242, top5_acc: 0.8178, loss_cls: 1.5971, loss: 1.5971, grad_norm: 2.5100 2020-09-12 02:29:31,660 - mmaction - INFO - Epoch [96][220/627] lr: 6.000e-03, eta: 9:53:47, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6292, top5_acc: 0.8263, loss_cls: 1.5715, loss: 1.5715, grad_norm: 2.5229 2020-09-12 02:29:52,100 - mmaction - INFO - Epoch [96][240/627] lr: 6.000e-03, eta: 9:53:26, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6333, top5_acc: 0.8257, loss_cls: 1.5497, loss: 1.5497, grad_norm: 2.5301 2020-09-12 02:30:12,720 - mmaction - INFO - Epoch [96][260/627] lr: 6.000e-03, eta: 9:53:05, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6198, top5_acc: 0.8216, loss_cls: 1.5991, loss: 1.5991, grad_norm: 2.5469 2020-09-12 02:30:33,357 - mmaction - INFO - Epoch [96][280/627] lr: 6.000e-03, eta: 9:52:44, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6257, top5_acc: 0.8204, loss_cls: 1.5943, loss: 1.5943, grad_norm: 2.5301 2020-09-12 02:30:53,927 - mmaction - INFO - Epoch [96][300/627] lr: 6.000e-03, eta: 9:52:23, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6270, top5_acc: 0.8212, loss_cls: 1.5960, loss: 1.5960, grad_norm: 2.5190 2020-09-12 02:31:14,388 - mmaction - INFO - Epoch [96][320/627] lr: 6.000e-03, eta: 9:52:02, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6255, top5_acc: 0.8184, loss_cls: 1.6014, loss: 1.6014, grad_norm: 2.5604 2020-09-12 02:31:34,890 - mmaction - INFO - Epoch [96][340/627] lr: 6.000e-03, eta: 9:51:41, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6223, top5_acc: 0.8238, loss_cls: 1.5938, loss: 1.5938, grad_norm: 2.5288 2020-09-12 02:31:55,569 - mmaction - INFO - Epoch [96][360/627] lr: 6.000e-03, eta: 9:51:20, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8190, loss_cls: 1.5814, loss: 1.5814, grad_norm: 2.5154 2020-09-12 02:32:16,054 - mmaction - INFO - Epoch [96][380/627] lr: 6.000e-03, eta: 9:50:59, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6176, top5_acc: 0.8141, loss_cls: 1.6274, loss: 1.6274, grad_norm: 2.5653 2020-09-12 02:32:36,600 - mmaction - INFO - Epoch [96][400/627] lr: 6.000e-03, eta: 9:50:38, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6290, top5_acc: 0.8242, loss_cls: 1.5674, loss: 1.5674, grad_norm: 2.5637 2020-09-12 02:32:57,172 - mmaction - INFO - Epoch [96][420/627] lr: 6.000e-03, eta: 9:50:17, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6266, top5_acc: 0.8185, loss_cls: 1.5896, loss: 1.5896, grad_norm: 2.5227 2020-09-12 02:33:17,694 - mmaction - INFO - Epoch [96][440/627] lr: 6.000e-03, eta: 9:49:57, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.6341, top5_acc: 0.8251, loss_cls: 1.5499, loss: 1.5499, grad_norm: 2.5214 2020-09-12 02:33:38,244 - mmaction - INFO - Epoch [96][460/627] lr: 6.000e-03, eta: 9:49:36, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.6309, top5_acc: 0.8190, loss_cls: 1.5771, loss: 1.5771, grad_norm: 2.5548 2020-09-12 02:33:58,817 - mmaction - INFO - Epoch [96][480/627] lr: 6.000e-03, eta: 9:49:15, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.6257, top5_acc: 0.8224, loss_cls: 1.5633, loss: 1.5633, grad_norm: 2.5317 2020-09-12 02:34:19,486 - mmaction - INFO - Epoch [96][500/627] lr: 6.000e-03, eta: 9:48:54, time: 1.035, data_time: 0.010, memory: 8470, top1_acc: 0.6299, top5_acc: 0.8220, loss_cls: 1.5654, loss: 1.5654, grad_norm: 2.5130 2020-09-12 02:34:40,089 - mmaction - INFO - Epoch [96][520/627] lr: 6.000e-03, eta: 9:48:33, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6264, top5_acc: 0.8182, loss_cls: 1.5882, loss: 1.5882, grad_norm: 2.5507 2020-09-12 02:35:00,637 - mmaction - INFO - Epoch [96][540/627] lr: 6.000e-03, eta: 9:48:12, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6197, top5_acc: 0.8142, loss_cls: 1.6393, loss: 1.6393, grad_norm: 2.5973 2020-09-12 02:35:21,252 - mmaction - INFO - Epoch [96][560/627] lr: 6.000e-03, eta: 9:47:51, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.6203, top5_acc: 0.8169, loss_cls: 1.6058, loss: 1.6058, grad_norm: 2.5849 2020-09-12 02:35:41,722 - mmaction - INFO - Epoch [96][580/627] lr: 6.000e-03, eta: 9:47:30, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.6250, top5_acc: 0.8257, loss_cls: 1.5697, loss: 1.5697, grad_norm: 2.5720 2020-09-12 02:36:02,300 - mmaction - INFO - Epoch [96][600/627] lr: 6.000e-03, eta: 9:47:09, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5715, loss: 1.5715, grad_norm: 2.5756 2020-09-12 02:36:22,930 - mmaction - INFO - Epoch [96][620/627] lr: 6.000e-03, eta: 9:46:48, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6253, top5_acc: 0.8224, loss_cls: 1.5901, loss: 1.5901, grad_norm: 2.5830 2020-09-12 02:37:00,499 - mmaction - INFO - Epoch [97][20/627] lr: 6.000e-03, eta: 9:46:22, time: 1.592, data_time: 0.514, memory: 8470, top1_acc: 0.6344, top5_acc: 0.8249, loss_cls: 1.5667, loss: 1.5667, grad_norm: 2.5464 2020-09-12 02:37:21,016 - mmaction - INFO - Epoch [97][40/627] lr: 6.000e-03, eta: 9:46:01, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.6305, top5_acc: 0.8217, loss_cls: 1.5677, loss: 1.5677, grad_norm: 2.5405 2020-09-12 02:37:41,617 - mmaction - INFO - Epoch [97][60/627] lr: 6.000e-03, eta: 9:45:41, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.6279, top5_acc: 0.8174, loss_cls: 1.5840, loss: 1.5840, grad_norm: 2.5280 2020-09-12 02:38:02,226 - mmaction - INFO - Epoch [97][80/627] lr: 6.000e-03, eta: 9:45:20, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6230, top5_acc: 0.8225, loss_cls: 1.5806, loss: 1.5806, grad_norm: 2.5688 2020-09-12 02:38:22,783 - mmaction - INFO - Epoch [97][100/627] lr: 6.000e-03, eta: 9:44:59, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8255, loss_cls: 1.5613, loss: 1.5613, grad_norm: 2.5521 2020-09-12 02:38:43,319 - mmaction - INFO - Epoch [97][120/627] lr: 6.000e-03, eta: 9:44:38, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6302, top5_acc: 0.8189, loss_cls: 1.5735, loss: 1.5735, grad_norm: 2.5496 2020-09-12 02:39:03,920 - mmaction - INFO - Epoch [97][140/627] lr: 6.000e-03, eta: 9:44:17, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.6340, top5_acc: 0.8255, loss_cls: 1.5600, loss: 1.5600, grad_norm: 2.5246 2020-09-12 02:39:24,436 - mmaction - INFO - Epoch [97][160/627] lr: 6.000e-03, eta: 9:43:56, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6267, top5_acc: 0.8204, loss_cls: 1.5784, loss: 1.5784, grad_norm: 2.5619 2020-09-12 02:39:45,001 - mmaction - INFO - Epoch [97][180/627] lr: 6.000e-03, eta: 9:43:35, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6284, top5_acc: 0.8219, loss_cls: 1.5707, loss: 1.5707, grad_norm: 2.5478 2020-09-12 02:40:05,521 - mmaction - INFO - Epoch [97][200/627] lr: 6.000e-03, eta: 9:43:14, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6242, top5_acc: 0.8163, loss_cls: 1.5935, loss: 1.5935, grad_norm: 2.5916 2020-09-12 02:40:26,083 - mmaction - INFO - Epoch [97][220/627] lr: 6.000e-03, eta: 9:42:53, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8198, loss_cls: 1.5743, loss: 1.5743, grad_norm: 2.5638 2020-09-12 02:40:46,659 - mmaction - INFO - Epoch [97][240/627] lr: 6.000e-03, eta: 9:42:32, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.6372, top5_acc: 0.8198, loss_cls: 1.5589, loss: 1.5589, grad_norm: 2.5263 2020-09-12 02:41:07,227 - mmaction - INFO - Epoch [97][260/627] lr: 6.000e-03, eta: 9:42:11, time: 1.039, data_time: 0.018, memory: 8470, top1_acc: 0.6326, top5_acc: 0.8227, loss_cls: 1.5748, loss: 1.5748, grad_norm: 2.5653 2020-09-12 02:41:27,891 - mmaction - INFO - Epoch [97][280/627] lr: 6.000e-03, eta: 9:41:50, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.6284, top5_acc: 0.8229, loss_cls: 1.5674, loss: 1.5674, grad_norm: 2.5305 2020-09-12 02:41:48,533 - mmaction - INFO - Epoch [97][300/627] lr: 6.000e-03, eta: 9:41:30, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6311, top5_acc: 0.8238, loss_cls: 1.5671, loss: 1.5671, grad_norm: 2.5753 2020-09-12 02:42:09,020 - mmaction - INFO - Epoch [97][320/627] lr: 6.000e-03, eta: 9:41:09, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6268, top5_acc: 0.8283, loss_cls: 1.5778, loss: 1.5778, grad_norm: 2.5890 2020-09-12 02:42:29,483 - mmaction - INFO - Epoch [97][340/627] lr: 6.000e-03, eta: 9:40:48, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6324, top5_acc: 0.8225, loss_cls: 1.5516, loss: 1.5516, grad_norm: 2.5739 2020-09-12 02:42:49,955 - mmaction - INFO - Epoch [97][360/627] lr: 6.000e-03, eta: 9:40:27, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.6264, top5_acc: 0.8189, loss_cls: 1.5817, loss: 1.5817, grad_norm: 2.5739 2020-09-12 02:43:10,562 - mmaction - INFO - Epoch [97][380/627] lr: 6.000e-03, eta: 9:40:06, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6279, top5_acc: 0.8201, loss_cls: 1.5732, loss: 1.5732, grad_norm: 2.5413 2020-09-12 02:43:31,132 - mmaction - INFO - Epoch [97][400/627] lr: 6.000e-03, eta: 9:39:45, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.6237, top5_acc: 0.8203, loss_cls: 1.6097, loss: 1.6097, grad_norm: 2.5735 2020-09-12 02:43:51,830 - mmaction - INFO - Epoch [97][420/627] lr: 6.000e-03, eta: 9:39:24, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.6276, top5_acc: 0.8254, loss_cls: 1.5646, loss: 1.5646, grad_norm: 2.5661 2020-09-12 02:44:12,295 - mmaction - INFO - Epoch [97][440/627] lr: 6.000e-03, eta: 9:39:03, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6263, top5_acc: 0.8185, loss_cls: 1.5765, loss: 1.5765, grad_norm: 2.5553 2020-09-12 02:44:32,807 - mmaction - INFO - Epoch [97][460/627] lr: 6.000e-03, eta: 9:38:42, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6307, top5_acc: 0.8262, loss_cls: 1.5450, loss: 1.5450, grad_norm: 2.5768 2020-09-12 02:44:53,388 - mmaction - INFO - Epoch [97][480/627] lr: 6.000e-03, eta: 9:38:21, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6354, top5_acc: 0.8322, loss_cls: 1.5386, loss: 1.5386, grad_norm: 2.5645 2020-09-12 02:45:13,923 - mmaction - INFO - Epoch [97][500/627] lr: 6.000e-03, eta: 9:38:00, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.6430, top5_acc: 0.8303, loss_cls: 1.5230, loss: 1.5230, grad_norm: 2.5354 2020-09-12 02:45:34,535 - mmaction - INFO - Epoch [97][520/627] lr: 6.000e-03, eta: 9:37:39, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6313, top5_acc: 0.8225, loss_cls: 1.5654, loss: 1.5654, grad_norm: 2.5573 2020-09-12 02:45:55,066 - mmaction - INFO - Epoch [97][540/627] lr: 6.000e-03, eta: 9:37:18, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6306, top5_acc: 0.8277, loss_cls: 1.5557, loss: 1.5557, grad_norm: 2.6039 2020-09-12 02:46:15,763 - mmaction - INFO - Epoch [97][560/627] lr: 6.000e-03, eta: 9:36:58, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6293, top5_acc: 0.8212, loss_cls: 1.5627, loss: 1.5627, grad_norm: 2.5703 2020-09-12 02:46:36,378 - mmaction - INFO - Epoch [97][580/627] lr: 6.000e-03, eta: 9:36:37, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6311, top5_acc: 0.8262, loss_cls: 1.5630, loss: 1.5630, grad_norm: 2.5973 2020-09-12 02:46:56,997 - mmaction - INFO - Epoch [97][600/627] lr: 6.000e-03, eta: 9:36:16, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6346, top5_acc: 0.8323, loss_cls: 1.5340, loss: 1.5340, grad_norm: 2.5544 2020-09-12 02:47:17,677 - mmaction - INFO - Epoch [97][620/627] lr: 6.000e-03, eta: 9:35:55, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6197, top5_acc: 0.8150, loss_cls: 1.6190, loss: 1.6190, grad_norm: 2.6374 2020-09-12 02:47:55,729 - mmaction - INFO - Epoch [98][20/627] lr: 6.000e-03, eta: 9:35:29, time: 1.619, data_time: 0.496, memory: 8470, top1_acc: 0.6288, top5_acc: 0.8193, loss_cls: 1.5700, loss: 1.5700, grad_norm: 2.5516 2020-09-12 02:48:16,301 - mmaction - INFO - Epoch [98][40/627] lr: 6.000e-03, eta: 9:35:08, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6296, top5_acc: 0.8289, loss_cls: 1.5307, loss: 1.5307, grad_norm: 2.6018 2020-09-12 02:48:36,849 - mmaction - INFO - Epoch [98][60/627] lr: 6.000e-03, eta: 9:34:47, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6355, top5_acc: 0.8242, loss_cls: 1.5534, loss: 1.5534, grad_norm: 2.5803 2020-09-12 02:48:57,357 - mmaction - INFO - Epoch [98][80/627] lr: 6.000e-03, eta: 9:34:26, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.6336, top5_acc: 0.8240, loss_cls: 1.5497, loss: 1.5497, grad_norm: 2.6070 2020-09-12 02:49:17,890 - mmaction - INFO - Epoch [98][100/627] lr: 6.000e-03, eta: 9:34:05, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6327, top5_acc: 0.8296, loss_cls: 1.5515, loss: 1.5515, grad_norm: 2.5780 2020-09-12 02:49:38,433 - mmaction - INFO - Epoch [98][120/627] lr: 6.000e-03, eta: 9:33:44, time: 1.023, data_time: 0.002, memory: 8470, top1_acc: 0.6366, top5_acc: 0.8305, loss_cls: 1.5329, loss: 1.5329, grad_norm: 2.5796 2020-09-12 02:49:58,957 - mmaction - INFO - Epoch [98][140/627] lr: 6.000e-03, eta: 9:33:24, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.6340, top5_acc: 0.8236, loss_cls: 1.5500, loss: 1.5500, grad_norm: 2.5958 2020-09-12 02:50:19,428 - mmaction - INFO - Epoch [98][160/627] lr: 6.000e-03, eta: 9:33:03, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6312, top5_acc: 0.8294, loss_cls: 1.5549, loss: 1.5549, grad_norm: 2.5749 2020-09-12 02:50:40,054 - mmaction - INFO - Epoch [98][180/627] lr: 6.000e-03, eta: 9:32:42, time: 1.032, data_time: 0.003, memory: 8470, top1_acc: 0.6177, top5_acc: 0.8185, loss_cls: 1.5920, loss: 1.5920, grad_norm: 2.6578 2020-09-12 02:51:00,533 - mmaction - INFO - Epoch [98][200/627] lr: 6.000e-03, eta: 9:32:21, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6426, top5_acc: 0.8284, loss_cls: 1.5350, loss: 1.5350, grad_norm: 2.5810 2020-09-12 02:51:21,137 - mmaction - INFO - Epoch [98][220/627] lr: 6.000e-03, eta: 9:32:00, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.6272, top5_acc: 0.8281, loss_cls: 1.5475, loss: 1.5475, grad_norm: 2.5665 2020-09-12 02:51:41,672 - mmaction - INFO - Epoch [98][240/627] lr: 6.000e-03, eta: 9:31:39, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6361, top5_acc: 0.8234, loss_cls: 1.5644, loss: 1.5644, grad_norm: 2.5459 2020-09-12 02:52:02,215 - mmaction - INFO - Epoch [98][260/627] lr: 6.000e-03, eta: 9:31:18, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6303, top5_acc: 0.8220, loss_cls: 1.5740, loss: 1.5740, grad_norm: 2.6071 2020-09-12 02:52:22,742 - mmaction - INFO - Epoch [98][280/627] lr: 6.000e-03, eta: 9:30:57, time: 1.026, data_time: 0.001, memory: 8470, top1_acc: 0.6247, top5_acc: 0.8178, loss_cls: 1.5950, loss: 1.5950, grad_norm: 2.6181 2020-09-12 02:52:43,254 - mmaction - INFO - Epoch [98][300/627] lr: 6.000e-03, eta: 9:30:36, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6318, top5_acc: 0.8299, loss_cls: 1.5455, loss: 1.5455, grad_norm: 2.5991 2020-09-12 02:53:03,833 - mmaction - INFO - Epoch [98][320/627] lr: 6.000e-03, eta: 9:30:15, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6363, top5_acc: 0.8271, loss_cls: 1.5516, loss: 1.5516, grad_norm: 2.5937 2020-09-12 02:53:24,499 - mmaction - INFO - Epoch [98][340/627] lr: 6.000e-03, eta: 9:29:54, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6309, top5_acc: 0.8224, loss_cls: 1.5662, loss: 1.5662, grad_norm: 2.5946 2020-09-12 02:53:45,049 - mmaction - INFO - Epoch [98][360/627] lr: 6.000e-03, eta: 9:29:33, time: 1.032, data_time: 0.013, memory: 8470, top1_acc: 0.6378, top5_acc: 0.8214, loss_cls: 1.5568, loss: 1.5568, grad_norm: 2.6030 2020-09-12 02:54:05,638 - mmaction - INFO - Epoch [98][380/627] lr: 6.000e-03, eta: 9:29:12, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.6302, top5_acc: 0.8215, loss_cls: 1.5819, loss: 1.5819, grad_norm: 2.6724 2020-09-12 02:54:26,131 - mmaction - INFO - Epoch [98][400/627] lr: 6.000e-03, eta: 9:28:52, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8254, loss_cls: 1.5758, loss: 1.5758, grad_norm: 2.6248 2020-09-12 02:54:46,739 - mmaction - INFO - Epoch [98][420/627] lr: 6.000e-03, eta: 9:28:31, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.6255, top5_acc: 0.8197, loss_cls: 1.5826, loss: 1.5826, grad_norm: 2.6437 2020-09-12 02:55:07,306 - mmaction - INFO - Epoch [98][440/627] lr: 6.000e-03, eta: 9:28:10, time: 1.019, data_time: 0.007, memory: 8470, top1_acc: 0.6296, top5_acc: 0.8195, loss_cls: 1.5832, loss: 1.5832, grad_norm: 2.6075 2020-09-12 02:55:27,847 - mmaction - INFO - Epoch [98][460/627] lr: 6.000e-03, eta: 9:27:49, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.6275, top5_acc: 0.8241, loss_cls: 1.5703, loss: 1.5703, grad_norm: 2.6145 2020-09-12 02:55:48,295 - mmaction - INFO - Epoch [98][480/627] lr: 6.000e-03, eta: 9:27:28, time: 1.020, data_time: 0.013, memory: 8470, top1_acc: 0.6318, top5_acc: 0.8251, loss_cls: 1.5645, loss: 1.5645, grad_norm: 2.6119 2020-09-12 02:56:08,820 - mmaction - INFO - Epoch [98][500/627] lr: 6.000e-03, eta: 9:27:07, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6280, top5_acc: 0.8214, loss_cls: 1.5786, loss: 1.5786, grad_norm: 2.6154 2020-09-12 02:56:29,430 - mmaction - INFO - Epoch [98][520/627] lr: 6.000e-03, eta: 9:26:46, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6345, top5_acc: 0.8283, loss_cls: 1.5485, loss: 1.5485, grad_norm: 2.6027 2020-09-12 02:56:49,951 - mmaction - INFO - Epoch [98][540/627] lr: 6.000e-03, eta: 9:26:25, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8286, loss_cls: 1.5423, loss: 1.5423, grad_norm: 2.6160 2020-09-12 02:57:10,481 - mmaction - INFO - Epoch [98][560/627] lr: 6.000e-03, eta: 9:26:04, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.6233, top5_acc: 0.8178, loss_cls: 1.6051, loss: 1.6051, grad_norm: 2.6374 2020-09-12 02:57:31,111 - mmaction - INFO - Epoch [98][580/627] lr: 6.000e-03, eta: 9:25:43, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.6348, top5_acc: 0.8259, loss_cls: 1.5583, loss: 1.5583, grad_norm: 2.6209 2020-09-12 02:57:51,747 - mmaction - INFO - Epoch [98][600/627] lr: 6.000e-03, eta: 9:25:22, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.6361, top5_acc: 0.8245, loss_cls: 1.5494, loss: 1.5494, grad_norm: 2.5997 2020-09-12 02:58:12,316 - mmaction - INFO - Epoch [98][620/627] lr: 6.000e-03, eta: 9:25:01, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6370, top5_acc: 0.8262, loss_cls: 1.5443, loss: 1.5443, grad_norm: 2.5913 2020-09-12 02:58:49,860 - mmaction - INFO - Epoch [99][20/627] lr: 6.000e-03, eta: 9:24:35, time: 1.589, data_time: 0.514, memory: 8470, top1_acc: 0.6391, top5_acc: 0.8227, loss_cls: 1.5374, loss: 1.5374, grad_norm: 2.5795 2020-09-12 02:59:10,304 - mmaction - INFO - Epoch [99][40/627] lr: 6.000e-03, eta: 9:24:14, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.6341, top5_acc: 0.8303, loss_cls: 1.5288, loss: 1.5288, grad_norm: 2.6155 2020-09-12 02:59:30,852 - mmaction - INFO - Epoch [99][60/627] lr: 6.000e-03, eta: 9:23:54, time: 1.027, data_time: 0.002, memory: 8470, top1_acc: 0.6408, top5_acc: 0.8262, loss_cls: 1.5278, loss: 1.5278, grad_norm: 2.6200 2020-09-12 02:59:51,479 - mmaction - INFO - Epoch [99][80/627] lr: 6.000e-03, eta: 9:23:33, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6299, top5_acc: 0.8259, loss_cls: 1.5559, loss: 1.5559, grad_norm: 2.6290 2020-09-12 03:00:11,992 - mmaction - INFO - Epoch [99][100/627] lr: 6.000e-03, eta: 9:23:12, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6435, top5_acc: 0.8297, loss_cls: 1.5245, loss: 1.5245, grad_norm: 2.5718 2020-09-12 03:00:32,711 - mmaction - INFO - Epoch [99][120/627] lr: 6.000e-03, eta: 9:22:51, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.6382, top5_acc: 0.8272, loss_cls: 1.5455, loss: 1.5455, grad_norm: 2.5909 2020-09-12 03:00:53,348 - mmaction - INFO - Epoch [99][140/627] lr: 6.000e-03, eta: 9:22:30, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6435, top5_acc: 0.8303, loss_cls: 1.5308, loss: 1.5308, grad_norm: 2.6347 2020-09-12 03:01:13,813 - mmaction - INFO - Epoch [99][160/627] lr: 6.000e-03, eta: 9:22:09, time: 1.013, data_time: 0.006, memory: 8470, top1_acc: 0.6344, top5_acc: 0.8228, loss_cls: 1.5470, loss: 1.5470, grad_norm: 2.6544 2020-09-12 03:01:34,333 - mmaction - INFO - Epoch [99][180/627] lr: 6.000e-03, eta: 9:21:48, time: 1.036, data_time: 0.017, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8204, loss_cls: 1.5718, loss: 1.5718, grad_norm: 2.6668 2020-09-12 03:01:54,853 - mmaction - INFO - Epoch [99][200/627] lr: 6.000e-03, eta: 9:21:27, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6436, top5_acc: 0.8350, loss_cls: 1.5280, loss: 1.5280, grad_norm: 2.6088 2020-09-12 03:02:15,407 - mmaction - INFO - Epoch [99][220/627] lr: 6.000e-03, eta: 9:21:06, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6318, top5_acc: 0.8219, loss_cls: 1.5778, loss: 1.5778, grad_norm: 2.6475 2020-09-12 03:02:35,918 - mmaction - INFO - Epoch [99][240/627] lr: 6.000e-03, eta: 9:20:45, time: 1.015, data_time: 0.005, memory: 8470, top1_acc: 0.6350, top5_acc: 0.8307, loss_cls: 1.5375, loss: 1.5375, grad_norm: 2.6651 2020-09-12 03:02:56,442 - mmaction - INFO - Epoch [99][260/627] lr: 6.000e-03, eta: 9:20:24, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.6387, top5_acc: 0.8298, loss_cls: 1.5239, loss: 1.5239, grad_norm: 2.5793 2020-09-12 03:03:16,924 - mmaction - INFO - Epoch [99][280/627] lr: 6.000e-03, eta: 9:20:03, time: 1.018, data_time: 0.008, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8293, loss_cls: 1.5331, loss: 1.5331, grad_norm: 2.6185 2020-09-12 03:03:37,526 - mmaction - INFO - Epoch [99][300/627] lr: 6.000e-03, eta: 9:19:42, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6444, top5_acc: 0.8290, loss_cls: 1.5206, loss: 1.5206, grad_norm: 2.6100 2020-09-12 03:03:58,115 - mmaction - INFO - Epoch [99][320/627] lr: 6.000e-03, eta: 9:19:22, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6366, top5_acc: 0.8249, loss_cls: 1.5377, loss: 1.5377, grad_norm: 2.6089 2020-09-12 03:04:18,667 - mmaction - INFO - Epoch [99][340/627] lr: 6.000e-03, eta: 9:19:01, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6303, top5_acc: 0.8333, loss_cls: 1.5331, loss: 1.5331, grad_norm: 2.6467 2020-09-12 03:04:39,207 - mmaction - INFO - Epoch [99][360/627] lr: 6.000e-03, eta: 9:18:40, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8289, loss_cls: 1.5420, loss: 1.5420, grad_norm: 2.6098 2020-09-12 03:04:59,792 - mmaction - INFO - Epoch [99][380/627] lr: 6.000e-03, eta: 9:18:19, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5637, loss: 1.5637, grad_norm: 2.6404 2020-09-12 03:05:20,323 - mmaction - INFO - Epoch [99][400/627] lr: 6.000e-03, eta: 9:17:58, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6352, top5_acc: 0.8272, loss_cls: 1.5427, loss: 1.5427, grad_norm: 2.6276 2020-09-12 03:05:40,863 - mmaction - INFO - Epoch [99][420/627] lr: 6.000e-03, eta: 9:17:37, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6397, top5_acc: 0.8296, loss_cls: 1.5315, loss: 1.5315, grad_norm: 2.6589 2020-09-12 03:06:01,442 - mmaction - INFO - Epoch [99][440/627] lr: 6.000e-03, eta: 9:17:16, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.6246, top5_acc: 0.8242, loss_cls: 1.5743, loss: 1.5743, grad_norm: 2.6664 2020-09-12 03:06:22,023 - mmaction - INFO - Epoch [99][460/627] lr: 6.000e-03, eta: 9:16:55, time: 1.038, data_time: 0.018, memory: 8470, top1_acc: 0.6413, top5_acc: 0.8296, loss_cls: 1.5223, loss: 1.5223, grad_norm: 2.6398 2020-09-12 03:06:42,631 - mmaction - INFO - Epoch [99][480/627] lr: 6.000e-03, eta: 9:16:34, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6361, top5_acc: 0.8260, loss_cls: 1.5471, loss: 1.5471, grad_norm: 2.6285 2020-09-12 03:07:03,158 - mmaction - INFO - Epoch [99][500/627] lr: 6.000e-03, eta: 9:16:13, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6257, top5_acc: 0.8180, loss_cls: 1.6036, loss: 1.6036, grad_norm: 2.7143 2020-09-12 03:07:23,743 - mmaction - INFO - Epoch [99][520/627] lr: 6.000e-03, eta: 9:15:52, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.6284, top5_acc: 0.8176, loss_cls: 1.5706, loss: 1.5706, grad_norm: 2.6808 2020-09-12 03:07:44,395 - mmaction - INFO - Epoch [99][540/627] lr: 6.000e-03, eta: 9:15:32, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.6315, top5_acc: 0.8202, loss_cls: 1.5497, loss: 1.5497, grad_norm: 2.6255 2020-09-12 03:08:04,942 - mmaction - INFO - Epoch [99][560/627] lr: 6.000e-03, eta: 9:15:11, time: 1.019, data_time: 0.009, memory: 8470, top1_acc: 0.6376, top5_acc: 0.8249, loss_cls: 1.5407, loss: 1.5407, grad_norm: 2.6257 2020-09-12 03:08:25,483 - mmaction - INFO - Epoch [99][580/627] lr: 6.000e-03, eta: 9:14:50, time: 1.034, data_time: 0.018, memory: 8470, top1_acc: 0.6288, top5_acc: 0.8279, loss_cls: 1.5538, loss: 1.5538, grad_norm: 2.6385 2020-09-12 03:08:46,056 - mmaction - INFO - Epoch [99][600/627] lr: 6.000e-03, eta: 9:14:29, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6263, top5_acc: 0.8178, loss_cls: 1.6023, loss: 1.6023, grad_norm: 2.6961 2020-09-12 03:09:06,570 - mmaction - INFO - Epoch [99][620/627] lr: 6.000e-03, eta: 9:14:08, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6400, top5_acc: 0.8272, loss_cls: 1.5327, loss: 1.5327, grad_norm: 2.6138 2020-09-12 03:10:08,217 - mmaction - INFO - Epoch [100][20/627] lr: 6.000e-03, eta: 9:13:49, time: 2.334, data_time: 1.256, memory: 8470, top1_acc: 0.6332, top5_acc: 0.8288, loss_cls: 1.5384, loss: 1.5384, grad_norm: 2.6408 2020-09-12 03:10:28,590 - mmaction - INFO - Epoch [100][40/627] lr: 6.000e-03, eta: 9:13:28, time: 1.020, data_time: 0.009, memory: 8470, top1_acc: 0.6418, top5_acc: 0.8292, loss_cls: 1.5234, loss: 1.5234, grad_norm: 2.6371 2020-09-12 03:10:49,125 - mmaction - INFO - Epoch [100][60/627] lr: 6.000e-03, eta: 9:13:07, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.6490, top5_acc: 0.8306, loss_cls: 1.5003, loss: 1.5003, grad_norm: 2.6078 2020-09-12 03:11:09,663 - mmaction - INFO - Epoch [100][80/627] lr: 6.000e-03, eta: 9:12:47, time: 1.032, data_time: 0.018, memory: 8470, top1_acc: 0.6428, top5_acc: 0.8323, loss_cls: 1.5093, loss: 1.5093, grad_norm: 2.6704 2020-09-12 03:11:30,246 - mmaction - INFO - Epoch [100][100/627] lr: 6.000e-03, eta: 9:12:26, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.6354, top5_acc: 0.8296, loss_cls: 1.5342, loss: 1.5342, grad_norm: 2.7056 2020-09-12 03:11:50,857 - mmaction - INFO - Epoch [100][120/627] lr: 6.000e-03, eta: 9:12:05, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6430, top5_acc: 0.8333, loss_cls: 1.4994, loss: 1.4994, grad_norm: 2.6566 2020-09-12 03:12:11,370 - mmaction - INFO - Epoch [100][140/627] lr: 6.000e-03, eta: 9:11:44, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6333, top5_acc: 0.8203, loss_cls: 1.5663, loss: 1.5663, grad_norm: 2.6939 2020-09-12 03:12:31,850 - mmaction - INFO - Epoch [100][160/627] lr: 6.000e-03, eta: 9:11:23, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6340, top5_acc: 0.8212, loss_cls: 1.5705, loss: 1.5705, grad_norm: 2.6740 2020-09-12 03:12:52,466 - mmaction - INFO - Epoch [100][180/627] lr: 6.000e-03, eta: 9:11:02, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.6297, top5_acc: 0.8292, loss_cls: 1.5570, loss: 1.5570, grad_norm: 2.7154 2020-09-12 03:13:13,015 - mmaction - INFO - Epoch [100][200/627] lr: 6.000e-03, eta: 9:10:41, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6449, top5_acc: 0.8305, loss_cls: 1.5232, loss: 1.5232, grad_norm: 2.6486 2020-09-12 03:13:33,658 - mmaction - INFO - Epoch [100][220/627] lr: 6.000e-03, eta: 9:10:20, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6417, top5_acc: 0.8240, loss_cls: 1.5185, loss: 1.5185, grad_norm: 2.6678 2020-09-12 03:13:54,209 - mmaction - INFO - Epoch [100][240/627] lr: 6.000e-03, eta: 9:09:59, time: 1.028, data_time: 0.014, memory: 8470, top1_acc: 0.6318, top5_acc: 0.8257, loss_cls: 1.5567, loss: 1.5567, grad_norm: 2.6851 2020-09-12 03:14:14,838 - mmaction - INFO - Epoch [100][260/627] lr: 6.000e-03, eta: 9:09:38, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.6316, top5_acc: 0.8305, loss_cls: 1.5431, loss: 1.5431, grad_norm: 2.6893 2020-09-12 03:14:35,536 - mmaction - INFO - Epoch [100][280/627] lr: 6.000e-03, eta: 9:09:18, time: 1.044, data_time: 0.013, memory: 8470, top1_acc: 0.6348, top5_acc: 0.8238, loss_cls: 1.5491, loss: 1.5491, grad_norm: 2.6774 2020-09-12 03:14:56,076 - mmaction - INFO - Epoch [100][300/627] lr: 6.000e-03, eta: 9:08:57, time: 1.016, data_time: 0.001, memory: 8470, top1_acc: 0.6415, top5_acc: 0.8323, loss_cls: 1.5134, loss: 1.5134, grad_norm: 2.6557 2020-09-12 03:15:16,603 - mmaction - INFO - Epoch [100][320/627] lr: 6.000e-03, eta: 9:08:36, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.6329, top5_acc: 0.8289, loss_cls: 1.5416, loss: 1.5416, grad_norm: 2.6719 2020-09-12 03:15:37,140 - mmaction - INFO - Epoch [100][340/627] lr: 6.000e-03, eta: 9:08:15, time: 1.017, data_time: 0.015, memory: 8470, top1_acc: 0.6368, top5_acc: 0.8270, loss_cls: 1.5461, loss: 1.5461, grad_norm: 2.6824 2020-09-12 03:15:57,868 - mmaction - INFO - Epoch [100][360/627] lr: 6.000e-03, eta: 9:07:54, time: 1.043, data_time: 0.015, memory: 8470, top1_acc: 0.6371, top5_acc: 0.8250, loss_cls: 1.5512, loss: 1.5512, grad_norm: 2.6632 2020-09-12 03:16:18,389 - mmaction - INFO - Epoch [100][380/627] lr: 6.000e-03, eta: 9:07:33, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6315, top5_acc: 0.8223, loss_cls: 1.5631, loss: 1.5631, grad_norm: 2.7093 2020-09-12 03:16:38,960 - mmaction - INFO - Epoch [100][400/627] lr: 6.000e-03, eta: 9:07:12, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5484, loss: 1.5484, grad_norm: 2.6495 2020-09-12 03:16:59,557 - mmaction - INFO - Epoch [100][420/627] lr: 6.000e-03, eta: 9:06:51, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6286, top5_acc: 0.8229, loss_cls: 1.5697, loss: 1.5697, grad_norm: 2.6924 2020-09-12 03:17:20,057 - mmaction - INFO - Epoch [100][440/627] lr: 6.000e-03, eta: 9:06:30, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6382, top5_acc: 0.8262, loss_cls: 1.5333, loss: 1.5333, grad_norm: 2.6645 2020-09-12 03:17:40,591 - mmaction - INFO - Epoch [100][460/627] lr: 6.000e-03, eta: 9:06:09, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6315, top5_acc: 0.8267, loss_cls: 1.5528, loss: 1.5528, grad_norm: 2.6930 2020-09-12 03:18:01,210 - mmaction - INFO - Epoch [100][480/627] lr: 6.000e-03, eta: 9:05:48, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6340, top5_acc: 0.8273, loss_cls: 1.5512, loss: 1.5512, grad_norm: 2.6558 2020-09-12 03:18:21,756 - mmaction - INFO - Epoch [100][500/627] lr: 6.000e-03, eta: 9:05:28, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.6313, top5_acc: 0.8258, loss_cls: 1.5333, loss: 1.5333, grad_norm: 2.7064 2020-09-12 03:18:42,317 - mmaction - INFO - Epoch [100][520/627] lr: 6.000e-03, eta: 9:05:07, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6375, top5_acc: 0.8284, loss_cls: 1.5190, loss: 1.5190, grad_norm: 2.6654 2020-09-12 03:19:02,879 - mmaction - INFO - Epoch [100][540/627] lr: 6.000e-03, eta: 9:04:46, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.6370, top5_acc: 0.8283, loss_cls: 1.5543, loss: 1.5543, grad_norm: 2.6647 2020-09-12 03:19:23,535 - mmaction - INFO - Epoch [100][560/627] lr: 6.000e-03, eta: 9:04:25, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.6405, top5_acc: 0.8324, loss_cls: 1.5276, loss: 1.5276, grad_norm: 2.6412 2020-09-12 03:19:44,053 - mmaction - INFO - Epoch [100][580/627] lr: 6.000e-03, eta: 9:04:04, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8315, loss_cls: 1.5193, loss: 1.5193, grad_norm: 2.6948 2020-09-12 03:20:04,538 - mmaction - INFO - Epoch [100][600/627] lr: 6.000e-03, eta: 9:03:43, time: 1.024, data_time: 0.011, memory: 8470, top1_acc: 0.6456, top5_acc: 0.8301, loss_cls: 1.5053, loss: 1.5053, grad_norm: 2.6626 2020-09-12 03:20:25,078 - mmaction - INFO - Epoch [100][620/627] lr: 6.000e-03, eta: 9:03:22, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6366, top5_acc: 0.8246, loss_cls: 1.5567, loss: 1.5567, grad_norm: 2.6952 2020-09-12 03:20:30,778 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-09-12 03:21:03,299 - mmaction - INFO - Epoch [101][20/627] lr: 6.000e-03, eta: 9:02:56, time: 1.589, data_time: 0.456, memory: 8470, top1_acc: 0.6424, top5_acc: 0.8309, loss_cls: 1.5179, loss: 1.5179, grad_norm: 2.6524 2020-09-12 03:21:23,747 - mmaction - INFO - Epoch [101][40/627] lr: 6.000e-03, eta: 9:02:35, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.6281, top5_acc: 0.8236, loss_cls: 1.5751, loss: 1.5751, grad_norm: 2.7377 2020-09-12 03:21:44,339 - mmaction - INFO - Epoch [101][60/627] lr: 6.000e-03, eta: 9:02:14, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.6378, top5_acc: 0.8341, loss_cls: 1.5170, loss: 1.5170, grad_norm: 2.7005 2020-09-12 03:22:04,895 - mmaction - INFO - Epoch [101][80/627] lr: 6.000e-03, eta: 9:01:53, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.6255, top5_acc: 0.8303, loss_cls: 1.5440, loss: 1.5440, grad_norm: 2.7241 2020-09-12 03:22:25,477 - mmaction - INFO - Epoch [101][100/627] lr: 6.000e-03, eta: 9:01:32, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.6411, top5_acc: 0.8333, loss_cls: 1.5143, loss: 1.5143, grad_norm: 2.7052 2020-09-12 03:22:45,947 - mmaction - INFO - Epoch [101][120/627] lr: 6.000e-03, eta: 9:01:11, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6378, top5_acc: 0.8273, loss_cls: 1.5129, loss: 1.5129, grad_norm: 2.6705 2020-09-12 03:23:06,531 - mmaction - INFO - Epoch [101][140/627] lr: 6.000e-03, eta: 9:00:50, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6392, top5_acc: 0.8323, loss_cls: 1.5078, loss: 1.5078, grad_norm: 2.6586 2020-09-12 03:23:27,109 - mmaction - INFO - Epoch [101][160/627] lr: 6.000e-03, eta: 9:00:29, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6444, top5_acc: 0.8255, loss_cls: 1.5318, loss: 1.5318, grad_norm: 2.6747 2020-09-12 03:23:47,642 - mmaction - INFO - Epoch [101][180/627] lr: 6.000e-03, eta: 9:00:08, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6376, top5_acc: 0.8238, loss_cls: 1.5488, loss: 1.5488, grad_norm: 2.6852 2020-09-12 03:24:08,254 - mmaction - INFO - Epoch [101][200/627] lr: 6.000e-03, eta: 8:59:48, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6418, top5_acc: 0.8294, loss_cls: 1.5143, loss: 1.5143, grad_norm: 2.6492 2020-09-12 03:24:28,691 - mmaction - INFO - Epoch [101][220/627] lr: 6.000e-03, eta: 8:59:27, time: 1.014, data_time: 0.006, memory: 8470, top1_acc: 0.6388, top5_acc: 0.8263, loss_cls: 1.5415, loss: 1.5415, grad_norm: 2.7162 2020-09-12 03:24:49,244 - mmaction - INFO - Epoch [101][240/627] lr: 6.000e-03, eta: 8:59:06, time: 1.037, data_time: 0.014, memory: 8470, top1_acc: 0.6401, top5_acc: 0.8303, loss_cls: 1.5107, loss: 1.5107, grad_norm: 2.6934 2020-09-12 03:25:09,802 - mmaction - INFO - Epoch [101][260/627] lr: 6.000e-03, eta: 8:58:45, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6371, top5_acc: 0.8331, loss_cls: 1.5102, loss: 1.5102, grad_norm: 2.6951 2020-09-12 03:25:30,356 - mmaction - INFO - Epoch [101][280/627] lr: 6.000e-03, eta: 8:58:24, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6367, top5_acc: 0.8279, loss_cls: 1.5248, loss: 1.5248, grad_norm: 2.7263 2020-09-12 03:25:50,937 - mmaction - INFO - Epoch [101][300/627] lr: 6.000e-03, eta: 8:58:03, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6372, top5_acc: 0.8290, loss_cls: 1.5211, loss: 1.5211, grad_norm: 2.7019 2020-09-12 03:26:11,435 - mmaction - INFO - Epoch [101][320/627] lr: 6.000e-03, eta: 8:57:42, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6368, top5_acc: 0.8318, loss_cls: 1.5093, loss: 1.5093, grad_norm: 2.6746 2020-09-12 03:26:32,011 - mmaction - INFO - Epoch [101][340/627] lr: 6.000e-03, eta: 8:57:21, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.6382, top5_acc: 0.8332, loss_cls: 1.5184, loss: 1.5184, grad_norm: 2.6966 2020-09-12 03:26:52,614 - mmaction - INFO - Epoch [101][360/627] lr: 6.000e-03, eta: 8:57:00, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.6380, top5_acc: 0.8237, loss_cls: 1.5340, loss: 1.5340, grad_norm: 2.7223 2020-09-12 03:27:13,275 - mmaction - INFO - Epoch [101][380/627] lr: 6.000e-03, eta: 8:56:39, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6421, top5_acc: 0.8264, loss_cls: 1.5276, loss: 1.5276, grad_norm: 2.6796 2020-09-12 03:27:33,838 - mmaction - INFO - Epoch [101][400/627] lr: 6.000e-03, eta: 8:56:18, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6341, top5_acc: 0.8254, loss_cls: 1.5517, loss: 1.5517, grad_norm: 2.7017 2020-09-12 03:27:54,358 - mmaction - INFO - Epoch [101][420/627] lr: 6.000e-03, eta: 8:55:58, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.6444, top5_acc: 0.8280, loss_cls: 1.5303, loss: 1.5303, grad_norm: 2.7107 2020-09-12 03:28:14,767 - mmaction - INFO - Epoch [101][440/627] lr: 6.000e-03, eta: 8:55:37, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8264, loss_cls: 1.5161, loss: 1.5161, grad_norm: 2.6703 2020-09-12 03:28:35,314 - mmaction - INFO - Epoch [101][460/627] lr: 6.000e-03, eta: 8:55:16, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.6438, top5_acc: 0.8276, loss_cls: 1.5092, loss: 1.5092, grad_norm: 2.6703 2020-09-12 03:28:55,768 - mmaction - INFO - Epoch [101][480/627] lr: 6.000e-03, eta: 8:54:55, time: 1.029, data_time: 0.018, memory: 8470, top1_acc: 0.6415, top5_acc: 0.8297, loss_cls: 1.5143, loss: 1.5143, grad_norm: 2.6900 2020-09-12 03:29:16,284 - mmaction - INFO - Epoch [101][500/627] lr: 6.000e-03, eta: 8:54:34, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6340, top5_acc: 0.8290, loss_cls: 1.5367, loss: 1.5367, grad_norm: 2.6985 2020-09-12 03:29:36,886 - mmaction - INFO - Epoch [101][520/627] lr: 6.000e-03, eta: 8:54:13, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8233, loss_cls: 1.5511, loss: 1.5511, grad_norm: 2.7209 2020-09-12 03:29:57,438 - mmaction - INFO - Epoch [101][540/627] lr: 6.000e-03, eta: 8:53:52, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.6418, top5_acc: 0.8335, loss_cls: 1.4988, loss: 1.4988, grad_norm: 2.6974 2020-09-12 03:30:17,994 - mmaction - INFO - Epoch [101][560/627] lr: 6.000e-03, eta: 8:53:31, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6397, top5_acc: 0.8267, loss_cls: 1.5281, loss: 1.5281, grad_norm: 2.7538 2020-09-12 03:30:38,484 - mmaction - INFO - Epoch [101][580/627] lr: 6.000e-03, eta: 8:53:10, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6307, top5_acc: 0.8240, loss_cls: 1.5733, loss: 1.5733, grad_norm: 2.7600 2020-09-12 03:30:59,047 - mmaction - INFO - Epoch [101][600/627] lr: 6.000e-03, eta: 8:52:49, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6358, top5_acc: 0.8241, loss_cls: 1.5542, loss: 1.5542, grad_norm: 2.7566 2020-09-12 03:31:19,707 - mmaction - INFO - Epoch [101][620/627] lr: 6.000e-03, eta: 8:52:28, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.6374, top5_acc: 0.8315, loss_cls: 1.5397, loss: 1.5397, grad_norm: 2.7487 2020-09-12 03:31:57,400 - mmaction - INFO - Epoch [102][20/627] lr: 6.000e-03, eta: 8:52:02, time: 1.597, data_time: 0.435, memory: 8470, top1_acc: 0.6486, top5_acc: 0.8353, loss_cls: 1.4831, loss: 1.4831, grad_norm: 2.6699 2020-09-12 03:32:17,906 - mmaction - INFO - Epoch [102][40/627] lr: 6.000e-03, eta: 8:51:41, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6303, top5_acc: 0.8240, loss_cls: 1.5548, loss: 1.5548, grad_norm: 2.7294 2020-09-12 03:32:38,513 - mmaction - INFO - Epoch [102][60/627] lr: 6.000e-03, eta: 8:51:20, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6427, top5_acc: 0.8283, loss_cls: 1.5185, loss: 1.5185, grad_norm: 2.6841 2020-09-12 03:32:59,123 - mmaction - INFO - Epoch [102][80/627] lr: 6.000e-03, eta: 8:50:59, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.6445, top5_acc: 0.8326, loss_cls: 1.5101, loss: 1.5101, grad_norm: 2.6878 2020-09-12 03:33:19,637 - mmaction - INFO - Epoch [102][100/627] lr: 6.000e-03, eta: 8:50:39, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6417, top5_acc: 0.8340, loss_cls: 1.5195, loss: 1.5195, grad_norm: 2.7193 2020-09-12 03:33:40,289 - mmaction - INFO - Epoch [102][120/627] lr: 6.000e-03, eta: 8:50:18, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6346, top5_acc: 0.8285, loss_cls: 1.5509, loss: 1.5509, grad_norm: 2.7387 2020-09-12 03:34:00,950 - mmaction - INFO - Epoch [102][140/627] lr: 6.000e-03, eta: 8:49:57, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.6366, top5_acc: 0.8245, loss_cls: 1.5425, loss: 1.5425, grad_norm: 2.7356 2020-09-12 03:34:21,517 - mmaction - INFO - Epoch [102][160/627] lr: 6.000e-03, eta: 8:49:36, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.6378, top5_acc: 0.8305, loss_cls: 1.5098, loss: 1.5098, grad_norm: 2.7437 2020-09-12 03:34:42,177 - mmaction - INFO - Epoch [102][180/627] lr: 6.000e-03, eta: 8:49:15, time: 1.041, data_time: 0.012, memory: 8470, top1_acc: 0.6491, top5_acc: 0.8367, loss_cls: 1.4891, loss: 1.4891, grad_norm: 2.7124 2020-09-12 03:35:02,737 - mmaction - INFO - Epoch [102][200/627] lr: 6.000e-03, eta: 8:48:54, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6374, top5_acc: 0.8279, loss_cls: 1.5425, loss: 1.5425, grad_norm: 2.7517 2020-09-12 03:35:23,375 - mmaction - INFO - Epoch [102][220/627] lr: 6.000e-03, eta: 8:48:33, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6374, top5_acc: 0.8335, loss_cls: 1.5142, loss: 1.5142, grad_norm: 2.7314 2020-09-12 03:35:44,040 - mmaction - INFO - Epoch [102][240/627] lr: 6.000e-03, eta: 8:48:12, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.6474, top5_acc: 0.8339, loss_cls: 1.4873, loss: 1.4873, grad_norm: 2.6865 2020-09-12 03:36:04,559 - mmaction - INFO - Epoch [102][260/627] lr: 6.000e-03, eta: 8:47:51, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6480, top5_acc: 0.8328, loss_cls: 1.4938, loss: 1.4938, grad_norm: 2.6845 2020-09-12 03:36:25,135 - mmaction - INFO - Epoch [102][280/627] lr: 6.000e-03, eta: 8:47:31, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.6458, top5_acc: 0.8366, loss_cls: 1.4882, loss: 1.4882, grad_norm: 2.6900 2020-09-12 03:36:45,734 - mmaction - INFO - Epoch [102][300/627] lr: 6.000e-03, eta: 8:47:10, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.6251, top5_acc: 0.8290, loss_cls: 1.5632, loss: 1.5632, grad_norm: 2.7868 2020-09-12 03:37:06,313 - mmaction - INFO - Epoch [102][320/627] lr: 6.000e-03, eta: 8:46:49, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6333, top5_acc: 0.8272, loss_cls: 1.5512, loss: 1.5512, grad_norm: 2.7459 2020-09-12 03:37:27,003 - mmaction - INFO - Epoch [102][340/627] lr: 6.000e-03, eta: 8:46:28, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.6419, top5_acc: 0.8268, loss_cls: 1.5217, loss: 1.5217, grad_norm: 2.7339 2020-09-12 03:37:47,619 - mmaction - INFO - Epoch [102][360/627] lr: 6.000e-03, eta: 8:46:07, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6353, top5_acc: 0.8270, loss_cls: 1.5351, loss: 1.5351, grad_norm: 2.7381 2020-09-12 03:38:08,115 - mmaction - INFO - Epoch [102][380/627] lr: 6.000e-03, eta: 8:45:46, time: 1.036, data_time: 0.019, memory: 8470, top1_acc: 0.6354, top5_acc: 0.8204, loss_cls: 1.5416, loss: 1.5416, grad_norm: 2.7517 2020-09-12 03:38:28,770 - mmaction - INFO - Epoch [102][400/627] lr: 6.000e-03, eta: 8:45:25, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6402, top5_acc: 0.8264, loss_cls: 1.5205, loss: 1.5205, grad_norm: 2.7299 2020-09-12 03:38:49,359 - mmaction - INFO - Epoch [102][420/627] lr: 6.000e-03, eta: 8:45:04, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.6374, top5_acc: 0.8290, loss_cls: 1.5185, loss: 1.5185, grad_norm: 2.7388 2020-09-12 03:39:09,938 - mmaction - INFO - Epoch [102][440/627] lr: 6.000e-03, eta: 8:44:43, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6464, top5_acc: 0.8262, loss_cls: 1.5265, loss: 1.5265, grad_norm: 2.7561 2020-09-12 03:39:30,460 - mmaction - INFO - Epoch [102][460/627] lr: 6.000e-03, eta: 8:44:23, time: 1.036, data_time: 0.016, memory: 8470, top1_acc: 0.6367, top5_acc: 0.8245, loss_cls: 1.5352, loss: 1.5352, grad_norm: 2.7714 2020-09-12 03:39:51,026 - mmaction - INFO - Epoch [102][480/627] lr: 6.000e-03, eta: 8:44:02, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.6353, top5_acc: 0.8220, loss_cls: 1.5545, loss: 1.5545, grad_norm: 2.7714 2020-09-12 03:40:11,619 - mmaction - INFO - Epoch [102][500/627] lr: 6.000e-03, eta: 8:43:41, time: 1.025, data_time: 0.013, memory: 8470, top1_acc: 0.6445, top5_acc: 0.8302, loss_cls: 1.5130, loss: 1.5130, grad_norm: 2.7140 2020-09-12 03:40:32,158 - mmaction - INFO - Epoch [102][520/627] lr: 6.000e-03, eta: 8:43:20, time: 1.038, data_time: 0.016, memory: 8470, top1_acc: 0.6319, top5_acc: 0.8264, loss_cls: 1.5642, loss: 1.5642, grad_norm: 2.7872 2020-09-12 03:40:52,819 - mmaction - INFO - Epoch [102][540/627] lr: 6.000e-03, eta: 8:42:59, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.6426, top5_acc: 0.8302, loss_cls: 1.5133, loss: 1.5133, grad_norm: 2.7120 2020-09-12 03:41:13,395 - mmaction - INFO - Epoch [102][560/627] lr: 6.000e-03, eta: 8:42:38, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6352, top5_acc: 0.8251, loss_cls: 1.5442, loss: 1.5442, grad_norm: 2.7248 2020-09-12 03:41:33,952 - mmaction - INFO - Epoch [102][580/627] lr: 6.000e-03, eta: 8:42:17, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6493, top5_acc: 0.8336, loss_cls: 1.4914, loss: 1.4914, grad_norm: 2.7197 2020-09-12 03:41:54,489 - mmaction - INFO - Epoch [102][600/627] lr: 6.000e-03, eta: 8:41:56, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6337, top5_acc: 0.8237, loss_cls: 1.5426, loss: 1.5426, grad_norm: 2.7493 2020-09-12 03:42:14,944 - mmaction - INFO - Epoch [102][620/627] lr: 6.000e-03, eta: 8:41:35, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8357, loss_cls: 1.5236, loss: 1.5236, grad_norm: 2.7312 2020-09-12 03:42:52,515 - mmaction - INFO - Epoch [103][20/627] lr: 6.000e-03, eta: 8:41:09, time: 1.593, data_time: 0.539, memory: 8470, top1_acc: 0.6409, top5_acc: 0.8337, loss_cls: 1.5020, loss: 1.5020, grad_norm: 2.7282 2020-09-12 03:43:13,027 - mmaction - INFO - Epoch [103][40/627] lr: 6.000e-03, eta: 8:40:48, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6418, top5_acc: 0.8288, loss_cls: 1.5136, loss: 1.5136, grad_norm: 2.7509 2020-09-12 03:43:33,708 - mmaction - INFO - Epoch [103][60/627] lr: 6.000e-03, eta: 8:40:27, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6398, top5_acc: 0.8220, loss_cls: 1.5544, loss: 1.5544, grad_norm: 2.7382 2020-09-12 03:43:54,197 - mmaction - INFO - Epoch [103][80/627] lr: 6.000e-03, eta: 8:40:06, time: 1.025, data_time: 0.014, memory: 8470, top1_acc: 0.6443, top5_acc: 0.8362, loss_cls: 1.4866, loss: 1.4866, grad_norm: 2.7266 2020-09-12 03:44:14,873 - mmaction - INFO - Epoch [103][100/627] lr: 6.000e-03, eta: 8:39:46, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.6470, top5_acc: 0.8286, loss_cls: 1.5052, loss: 1.5052, grad_norm: 2.7401 2020-09-12 03:44:35,527 - mmaction - INFO - Epoch [103][120/627] lr: 6.000e-03, eta: 8:39:25, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6443, top5_acc: 0.8339, loss_cls: 1.4825, loss: 1.4825, grad_norm: 2.7170 2020-09-12 03:44:56,056 - mmaction - INFO - Epoch [103][140/627] lr: 6.000e-03, eta: 8:39:04, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6491, top5_acc: 0.8358, loss_cls: 1.5034, loss: 1.5034, grad_norm: 2.7368 2020-09-12 03:45:16,772 - mmaction - INFO - Epoch [103][160/627] lr: 6.000e-03, eta: 8:38:43, time: 1.038, data_time: 0.005, memory: 8470, top1_acc: 0.6322, top5_acc: 0.8237, loss_cls: 1.5400, loss: 1.5400, grad_norm: 2.7683 2020-09-12 03:45:37,364 - mmaction - INFO - Epoch [103][180/627] lr: 6.000e-03, eta: 8:38:22, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.6464, top5_acc: 0.8333, loss_cls: 1.4864, loss: 1.4864, grad_norm: 2.7438 2020-09-12 03:45:57,913 - mmaction - INFO - Epoch [103][200/627] lr: 6.000e-03, eta: 8:38:01, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6418, top5_acc: 0.8335, loss_cls: 1.5038, loss: 1.5038, grad_norm: 2.7457 2020-09-12 03:46:18,549 - mmaction - INFO - Epoch [103][220/627] lr: 6.000e-03, eta: 8:37:40, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.6395, top5_acc: 0.8318, loss_cls: 1.5061, loss: 1.5061, grad_norm: 2.7720 2020-09-12 03:46:39,113 - mmaction - INFO - Epoch [103][240/627] lr: 6.000e-03, eta: 8:37:19, time: 1.023, data_time: 0.012, memory: 8470, top1_acc: 0.6411, top5_acc: 0.8328, loss_cls: 1.5198, loss: 1.5198, grad_norm: 2.7464 2020-09-12 03:46:59,651 - mmaction - INFO - Epoch [103][260/627] lr: 6.000e-03, eta: 8:36:58, time: 1.037, data_time: 0.017, memory: 8470, top1_acc: 0.6484, top5_acc: 0.8392, loss_cls: 1.4723, loss: 1.4723, grad_norm: 2.7118 2020-09-12 03:47:20,277 - mmaction - INFO - Epoch [103][280/627] lr: 6.000e-03, eta: 8:36:38, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6415, top5_acc: 0.8281, loss_cls: 1.5258, loss: 1.5258, grad_norm: 2.7395 2020-09-12 03:47:40,807 - mmaction - INFO - Epoch [103][300/627] lr: 6.000e-03, eta: 8:36:17, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.6419, top5_acc: 0.8375, loss_cls: 1.5104, loss: 1.5104, grad_norm: 2.7603 2020-09-12 03:48:01,358 - mmaction - INFO - Epoch [103][320/627] lr: 6.000e-03, eta: 8:35:56, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6570, top5_acc: 0.8402, loss_cls: 1.4548, loss: 1.4548, grad_norm: 2.7208 2020-09-12 03:48:21,928 - mmaction - INFO - Epoch [103][340/627] lr: 6.000e-03, eta: 8:35:35, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6372, top5_acc: 0.8260, loss_cls: 1.5379, loss: 1.5379, grad_norm: 2.8104 2020-09-12 03:48:42,519 - mmaction - INFO - Epoch [103][360/627] lr: 6.000e-03, eta: 8:35:14, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6491, top5_acc: 0.8345, loss_cls: 1.4868, loss: 1.4868, grad_norm: 2.7350 2020-09-12 03:49:03,172 - mmaction - INFO - Epoch [103][380/627] lr: 6.000e-03, eta: 8:34:53, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6477, top5_acc: 0.8365, loss_cls: 1.4876, loss: 1.4876, grad_norm: 2.7487 2020-09-12 03:49:23,780 - mmaction - INFO - Epoch [103][400/627] lr: 6.000e-03, eta: 8:34:32, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6341, top5_acc: 0.8285, loss_cls: 1.5349, loss: 1.5349, grad_norm: 2.7804 2020-09-12 03:49:44,425 - mmaction - INFO - Epoch [103][420/627] lr: 6.000e-03, eta: 8:34:11, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.6398, top5_acc: 0.8277, loss_cls: 1.5306, loss: 1.5306, grad_norm: 2.7615 2020-09-12 03:50:05,026 - mmaction - INFO - Epoch [103][440/627] lr: 6.000e-03, eta: 8:33:50, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.6535, top5_acc: 0.8389, loss_cls: 1.4562, loss: 1.4562, grad_norm: 2.7652 2020-09-12 03:50:25,627 - mmaction - INFO - Epoch [103][460/627] lr: 6.000e-03, eta: 8:33:30, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6427, top5_acc: 0.8336, loss_cls: 1.5044, loss: 1.5044, grad_norm: 2.7836 2020-09-12 03:50:46,163 - mmaction - INFO - Epoch [103][480/627] lr: 6.000e-03, eta: 8:33:09, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.6436, top5_acc: 0.8272, loss_cls: 1.5243, loss: 1.5243, grad_norm: 2.7700 2020-09-12 03:51:06,687 - mmaction - INFO - Epoch [103][500/627] lr: 6.000e-03, eta: 8:32:48, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.6444, top5_acc: 0.8349, loss_cls: 1.5021, loss: 1.5021, grad_norm: 2.8253 2020-09-12 03:51:27,264 - mmaction - INFO - Epoch [103][520/627] lr: 6.000e-03, eta: 8:32:27, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6371, top5_acc: 0.8296, loss_cls: 1.5323, loss: 1.5323, grad_norm: 2.8131 2020-09-12 03:51:47,877 - mmaction - INFO - Epoch [103][540/627] lr: 6.000e-03, eta: 8:32:06, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6318, top5_acc: 0.8281, loss_cls: 1.5197, loss: 1.5197, grad_norm: 2.7939 2020-09-12 03:52:08,387 - mmaction - INFO - Epoch [103][560/627] lr: 6.000e-03, eta: 8:31:45, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.6444, top5_acc: 0.8312, loss_cls: 1.5199, loss: 1.5199, grad_norm: 2.7684 2020-09-12 03:52:29,038 - mmaction - INFO - Epoch [103][580/627] lr: 6.000e-03, eta: 8:31:24, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6380, top5_acc: 0.8264, loss_cls: 1.5256, loss: 1.5256, grad_norm: 2.7536 2020-09-12 03:52:49,844 - mmaction - INFO - Epoch [103][600/627] lr: 6.000e-03, eta: 8:31:03, time: 1.041, data_time: 0.014, memory: 8470, top1_acc: 0.6439, top5_acc: 0.8297, loss_cls: 1.5113, loss: 1.5113, grad_norm: 2.7976 2020-09-12 03:53:10,408 - mmaction - INFO - Epoch [103][620/627] lr: 6.000e-03, eta: 8:30:43, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6448, top5_acc: 0.8299, loss_cls: 1.4901, loss: 1.4901, grad_norm: 2.7472 2020-09-12 03:53:47,866 - mmaction - INFO - Epoch [104][20/627] lr: 6.000e-03, eta: 8:30:16, time: 1.583, data_time: 0.525, memory: 8470, top1_acc: 0.6376, top5_acc: 0.8197, loss_cls: 1.5598, loss: 1.5598, grad_norm: 2.7769 2020-09-12 03:54:08,372 - mmaction - INFO - Epoch [104][40/627] lr: 6.000e-03, eta: 8:29:55, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4792, loss: 1.4792, grad_norm: 2.7534 2020-09-12 03:54:28,910 - mmaction - INFO - Epoch [104][60/627] lr: 6.000e-03, eta: 8:29:34, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6577, top5_acc: 0.8402, loss_cls: 1.4468, loss: 1.4468, grad_norm: 2.7280 2020-09-12 03:54:49,567 - mmaction - INFO - Epoch [104][80/627] lr: 6.000e-03, eta: 8:29:13, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6510, top5_acc: 0.8365, loss_cls: 1.4872, loss: 1.4872, grad_norm: 2.7516 2020-09-12 03:55:10,085 - mmaction - INFO - Epoch [104][100/627] lr: 6.000e-03, eta: 8:28:53, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.6368, top5_acc: 0.8293, loss_cls: 1.5148, loss: 1.5148, grad_norm: 2.7845 2020-09-12 03:55:30,672 - mmaction - INFO - Epoch [104][120/627] lr: 6.000e-03, eta: 8:28:32, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6529, top5_acc: 0.8336, loss_cls: 1.4919, loss: 1.4919, grad_norm: 2.7610 2020-09-12 03:55:51,293 - mmaction - INFO - Epoch [104][140/627] lr: 6.000e-03, eta: 8:28:11, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6409, top5_acc: 0.8303, loss_cls: 1.5254, loss: 1.5254, grad_norm: 2.7751 2020-09-12 03:56:11,824 - mmaction - INFO - Epoch [104][160/627] lr: 6.000e-03, eta: 8:27:50, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6447, top5_acc: 0.8311, loss_cls: 1.5019, loss: 1.5019, grad_norm: 2.7761 2020-09-12 03:56:32,383 - mmaction - INFO - Epoch [104][180/627] lr: 6.000e-03, eta: 8:27:29, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8375, loss_cls: 1.5109, loss: 1.5109, grad_norm: 2.8090 2020-09-12 03:56:52,939 - mmaction - INFO - Epoch [104][200/627] lr: 6.000e-03, eta: 8:27:08, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.6366, top5_acc: 0.8266, loss_cls: 1.5282, loss: 1.5282, grad_norm: 2.7703 2020-09-12 03:57:13,533 - mmaction - INFO - Epoch [104][220/627] lr: 6.000e-03, eta: 8:26:47, time: 1.038, data_time: 0.017, memory: 8470, top1_acc: 0.6440, top5_acc: 0.8313, loss_cls: 1.5226, loss: 1.5226, grad_norm: 2.7435 2020-09-12 03:57:34,045 - mmaction - INFO - Epoch [104][240/627] lr: 6.000e-03, eta: 8:26:26, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6449, top5_acc: 0.8346, loss_cls: 1.5066, loss: 1.5066, grad_norm: 2.7782 2020-09-12 03:57:54,473 - mmaction - INFO - Epoch [104][260/627] lr: 6.000e-03, eta: 8:26:05, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.6406, top5_acc: 0.8263, loss_cls: 1.5416, loss: 1.5416, grad_norm: 2.7911 2020-09-12 03:58:15,158 - mmaction - INFO - Epoch [104][280/627] lr: 6.000e-03, eta: 8:25:44, time: 1.038, data_time: 0.010, memory: 8470, top1_acc: 0.6398, top5_acc: 0.8302, loss_cls: 1.5232, loss: 1.5232, grad_norm: 2.7880 2020-09-12 03:58:35,794 - mmaction - INFO - Epoch [104][300/627] lr: 6.000e-03, eta: 8:25:24, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8353, loss_cls: 1.4767, loss: 1.4767, grad_norm: 2.7293 2020-09-12 03:58:56,312 - mmaction - INFO - Epoch [104][320/627] lr: 6.000e-03, eta: 8:25:03, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6507, top5_acc: 0.8276, loss_cls: 1.5115, loss: 1.5115, grad_norm: 2.7786 2020-09-12 03:59:16,969 - mmaction - INFO - Epoch [104][340/627] lr: 6.000e-03, eta: 8:24:42, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8303, loss_cls: 1.4916, loss: 1.4916, grad_norm: 2.7492 2020-09-12 03:59:37,557 - mmaction - INFO - Epoch [104][360/627] lr: 6.000e-03, eta: 8:24:21, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6464, top5_acc: 0.8280, loss_cls: 1.5177, loss: 1.5177, grad_norm: 2.7851 2020-09-12 03:59:58,157 - mmaction - INFO - Epoch [104][380/627] lr: 6.000e-03, eta: 8:24:00, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8288, loss_cls: 1.5246, loss: 1.5246, grad_norm: 2.7753 2020-09-12 04:00:19,490 - mmaction - INFO - Epoch [104][400/627] lr: 6.000e-03, eta: 8:23:39, time: 1.056, data_time: 0.004, memory: 8470, top1_acc: 0.6453, top5_acc: 0.8404, loss_cls: 1.4798, loss: 1.4798, grad_norm: 2.7698 2020-09-12 04:00:40,076 - mmaction - INFO - Epoch [104][420/627] lr: 6.000e-03, eta: 8:23:19, time: 1.040, data_time: 0.017, memory: 8470, top1_acc: 0.6424, top5_acc: 0.8312, loss_cls: 1.4992, loss: 1.4992, grad_norm: 2.7564 2020-09-12 04:01:00,553 - mmaction - INFO - Epoch [104][440/627] lr: 6.000e-03, eta: 8:22:58, time: 1.016, data_time: 0.005, memory: 8470, top1_acc: 0.6331, top5_acc: 0.8301, loss_cls: 1.5362, loss: 1.5362, grad_norm: 2.8446 2020-09-12 04:01:21,174 - mmaction - INFO - Epoch [104][460/627] lr: 6.000e-03, eta: 8:22:37, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.6483, top5_acc: 0.8378, loss_cls: 1.4832, loss: 1.4832, grad_norm: 2.7684 2020-09-12 04:01:41,754 - mmaction - INFO - Epoch [104][480/627] lr: 6.000e-03, eta: 8:22:16, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.6457, top5_acc: 0.8303, loss_cls: 1.5011, loss: 1.5011, grad_norm: 2.8215 2020-09-12 04:02:02,310 - mmaction - INFO - Epoch [104][500/627] lr: 6.000e-03, eta: 8:21:55, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6467, top5_acc: 0.8333, loss_cls: 1.4879, loss: 1.4879, grad_norm: 2.7777 2020-09-12 04:02:22,902 - mmaction - INFO - Epoch [104][520/627] lr: 6.000e-03, eta: 8:21:34, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6493, top5_acc: 0.8357, loss_cls: 1.4732, loss: 1.4732, grad_norm: 2.7794 2020-09-12 04:02:43,410 - mmaction - INFO - Epoch [104][540/627] lr: 6.000e-03, eta: 8:21:13, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6480, top5_acc: 0.8344, loss_cls: 1.4706, loss: 1.4706, grad_norm: 2.7650 2020-09-12 04:03:03,913 - mmaction - INFO - Epoch [104][560/627] lr: 6.000e-03, eta: 8:20:52, time: 1.021, data_time: 0.009, memory: 8470, top1_acc: 0.6535, top5_acc: 0.8371, loss_cls: 1.4679, loss: 1.4679, grad_norm: 2.7768 2020-09-12 04:03:24,511 - mmaction - INFO - Epoch [104][580/627] lr: 6.000e-03, eta: 8:20:31, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.6362, top5_acc: 0.8326, loss_cls: 1.5302, loss: 1.5302, grad_norm: 2.8450 2020-09-12 04:03:45,000 - mmaction - INFO - Epoch [104][600/627] lr: 6.000e-03, eta: 8:20:11, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6447, top5_acc: 0.8382, loss_cls: 1.4841, loss: 1.4841, grad_norm: 2.7710 2020-09-12 04:04:05,497 - mmaction - INFO - Epoch [104][620/627] lr: 6.000e-03, eta: 8:19:50, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6415, top5_acc: 0.8335, loss_cls: 1.5052, loss: 1.5052, grad_norm: 2.8192 2020-09-12 04:05:07,984 - mmaction - INFO - Epoch [105][20/627] lr: 6.000e-03, eta: 8:19:30, time: 2.334, data_time: 1.274, memory: 8470, top1_acc: 0.6449, top5_acc: 0.8354, loss_cls: 1.4909, loss: 1.4909, grad_norm: 2.7891 2020-09-12 04:05:28,613 - mmaction - INFO - Epoch [105][40/627] lr: 6.000e-03, eta: 8:19:09, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6457, top5_acc: 0.8299, loss_cls: 1.5055, loss: 1.5055, grad_norm: 2.8268 2020-09-12 04:05:49,233 - mmaction - INFO - Epoch [105][60/627] lr: 6.000e-03, eta: 8:18:48, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.6408, top5_acc: 0.8352, loss_cls: 1.5020, loss: 1.5020, grad_norm: 2.8125 2020-09-12 04:06:09,682 - mmaction - INFO - Epoch [105][80/627] lr: 6.000e-03, eta: 8:18:27, time: 1.021, data_time: 0.002, memory: 8470, top1_acc: 0.6326, top5_acc: 0.8298, loss_cls: 1.5252, loss: 1.5252, grad_norm: 2.8325 2020-09-12 04:06:30,312 - mmaction - INFO - Epoch [105][100/627] lr: 6.000e-03, eta: 8:18:06, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6393, top5_acc: 0.8277, loss_cls: 1.5045, loss: 1.5045, grad_norm: 2.7962 2020-09-12 04:06:50,693 - mmaction - INFO - Epoch [105][120/627] lr: 6.000e-03, eta: 8:17:45, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.6521, top5_acc: 0.8434, loss_cls: 1.4531, loss: 1.4531, grad_norm: 2.7561 2020-09-12 04:07:11,314 - mmaction - INFO - Epoch [105][140/627] lr: 6.000e-03, eta: 8:17:24, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6410, top5_acc: 0.8311, loss_cls: 1.5034, loss: 1.5034, grad_norm: 2.8024 2020-09-12 04:07:31,916 - mmaction - INFO - Epoch [105][160/627] lr: 6.000e-03, eta: 8:17:04, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.6478, top5_acc: 0.8361, loss_cls: 1.4905, loss: 1.4905, grad_norm: 2.7947 2020-09-12 04:07:52,502 - mmaction - INFO - Epoch [105][180/627] lr: 6.000e-03, eta: 8:16:43, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6480, top5_acc: 0.8401, loss_cls: 1.4645, loss: 1.4645, grad_norm: 2.8216 2020-09-12 04:08:13,133 - mmaction - INFO - Epoch [105][200/627] lr: 6.000e-03, eta: 8:16:22, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.6488, top5_acc: 0.8344, loss_cls: 1.4865, loss: 1.4865, grad_norm: 2.7977 2020-09-12 04:08:33,752 - mmaction - INFO - Epoch [105][220/627] lr: 6.000e-03, eta: 8:16:01, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6467, top5_acc: 0.8392, loss_cls: 1.4628, loss: 1.4628, grad_norm: 2.8063 2020-09-12 04:08:54,320 - mmaction - INFO - Epoch [105][240/627] lr: 6.000e-03, eta: 8:15:40, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6531, top5_acc: 0.8315, loss_cls: 1.4756, loss: 1.4756, grad_norm: 2.7564 2020-09-12 04:09:14,912 - mmaction - INFO - Epoch [105][260/627] lr: 6.000e-03, eta: 8:15:19, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6428, top5_acc: 0.8335, loss_cls: 1.5018, loss: 1.5018, grad_norm: 2.8338 2020-09-12 04:09:35,485 - mmaction - INFO - Epoch [105][280/627] lr: 6.000e-03, eta: 8:14:58, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6331, top5_acc: 0.8246, loss_cls: 1.5395, loss: 1.5395, grad_norm: 2.8502 2020-09-12 04:09:55,997 - mmaction - INFO - Epoch [105][300/627] lr: 6.000e-03, eta: 8:14:37, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6398, top5_acc: 0.8361, loss_cls: 1.4898, loss: 1.4898, grad_norm: 2.8248 2020-09-12 04:10:16,529 - mmaction - INFO - Epoch [105][320/627] lr: 6.000e-03, eta: 8:14:16, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6520, top5_acc: 0.8378, loss_cls: 1.4637, loss: 1.4637, grad_norm: 2.7889 2020-09-12 04:10:37,083 - mmaction - INFO - Epoch [105][340/627] lr: 6.000e-03, eta: 8:13:55, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6421, top5_acc: 0.8297, loss_cls: 1.5142, loss: 1.5142, grad_norm: 2.8136 2020-09-12 04:10:57,661 - mmaction - INFO - Epoch [105][360/627] lr: 6.000e-03, eta: 8:13:35, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6478, top5_acc: 0.8366, loss_cls: 1.4702, loss: 1.4702, grad_norm: 2.7869 2020-09-12 04:11:18,252 - mmaction - INFO - Epoch [105][380/627] lr: 6.000e-03, eta: 8:13:14, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6491, top5_acc: 0.8367, loss_cls: 1.4926, loss: 1.4926, grad_norm: 2.7979 2020-09-12 04:11:38,737 - mmaction - INFO - Epoch [105][400/627] lr: 6.000e-03, eta: 8:12:53, time: 1.021, data_time: 0.010, memory: 8470, top1_acc: 0.6451, top5_acc: 0.8324, loss_cls: 1.5128, loss: 1.5128, grad_norm: 2.7955 2020-09-12 04:11:59,203 - mmaction - INFO - Epoch [105][420/627] lr: 6.000e-03, eta: 8:12:32, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6497, top5_acc: 0.8299, loss_cls: 1.4955, loss: 1.4955, grad_norm: 2.8058 2020-09-12 04:12:19,690 - mmaction - INFO - Epoch [105][440/627] lr: 6.000e-03, eta: 8:12:11, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4743, loss: 1.4743, grad_norm: 2.8447 2020-09-12 04:12:40,202 - mmaction - INFO - Epoch [105][460/627] lr: 6.000e-03, eta: 8:11:50, time: 1.025, data_time: 0.010, memory: 8470, top1_acc: 0.6516, top5_acc: 0.8371, loss_cls: 1.4711, loss: 1.4711, grad_norm: 2.8357 2020-09-12 04:13:00,677 - mmaction - INFO - Epoch [105][480/627] lr: 6.000e-03, eta: 8:11:29, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.6473, top5_acc: 0.8319, loss_cls: 1.4809, loss: 1.4809, grad_norm: 2.8081 2020-09-12 04:13:21,348 - mmaction - INFO - Epoch [105][500/627] lr: 6.000e-03, eta: 8:11:08, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6395, top5_acc: 0.8346, loss_cls: 1.5098, loss: 1.5098, grad_norm: 2.8585 2020-09-12 04:13:41,889 - mmaction - INFO - Epoch [105][520/627] lr: 6.000e-03, eta: 8:10:47, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.6491, top5_acc: 0.8359, loss_cls: 1.4915, loss: 1.4915, grad_norm: 2.8256 2020-09-12 04:14:02,438 - mmaction - INFO - Epoch [105][540/627] lr: 6.000e-03, eta: 8:10:26, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.6514, top5_acc: 0.8340, loss_cls: 1.4804, loss: 1.4804, grad_norm: 2.7814 2020-09-12 04:14:22,889 - mmaction - INFO - Epoch [105][560/627] lr: 6.000e-03, eta: 8:10:05, time: 1.019, data_time: 0.007, memory: 8470, top1_acc: 0.6466, top5_acc: 0.8307, loss_cls: 1.4963, loss: 1.4963, grad_norm: 2.8018 2020-09-12 04:14:43,440 - mmaction - INFO - Epoch [105][580/627] lr: 6.000e-03, eta: 8:09:45, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.6441, top5_acc: 0.8352, loss_cls: 1.4764, loss: 1.4764, grad_norm: 2.8134 2020-09-12 04:15:04,032 - mmaction - INFO - Epoch [105][600/627] lr: 6.000e-03, eta: 8:09:24, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6431, top5_acc: 0.8404, loss_cls: 1.4751, loss: 1.4751, grad_norm: 2.8343 2020-09-12 04:15:24,610 - mmaction - INFO - Epoch [105][620/627] lr: 6.000e-03, eta: 8:09:03, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.6441, top5_acc: 0.8322, loss_cls: 1.4996, loss: 1.4996, grad_norm: 2.8195 2020-09-12 04:15:30,334 - mmaction - INFO - Saving checkpoint at 105 epochs 2020-09-12 04:16:02,288 - mmaction - INFO - Epoch [106][20/627] lr: 6.000e-03, eta: 8:08:36, time: 1.573, data_time: 0.473, memory: 8470, top1_acc: 0.6505, top5_acc: 0.8348, loss_cls: 1.4814, loss: 1.4814, grad_norm: 2.8136 2020-09-12 04:16:22,833 - mmaction - INFO - Epoch [106][40/627] lr: 6.000e-03, eta: 8:08:15, time: 1.019, data_time: 0.008, memory: 8470, top1_acc: 0.6482, top5_acc: 0.8380, loss_cls: 1.4733, loss: 1.4733, grad_norm: 2.8223 2020-09-12 04:16:43,391 - mmaction - INFO - Epoch [106][60/627] lr: 6.000e-03, eta: 8:07:54, time: 1.030, data_time: 0.019, memory: 8470, top1_acc: 0.6452, top5_acc: 0.8324, loss_cls: 1.4995, loss: 1.4995, grad_norm: 2.8439 2020-09-12 04:17:04,041 - mmaction - INFO - Epoch [106][80/627] lr: 6.000e-03, eta: 8:07:33, time: 1.041, data_time: 0.011, memory: 8470, top1_acc: 0.6457, top5_acc: 0.8378, loss_cls: 1.4716, loss: 1.4716, grad_norm: 2.8126 2020-09-12 04:17:24,605 - mmaction - INFO - Epoch [106][100/627] lr: 6.000e-03, eta: 8:07:13, time: 1.020, data_time: 0.011, memory: 8470, top1_acc: 0.6479, top5_acc: 0.8348, loss_cls: 1.4770, loss: 1.4770, grad_norm: 2.8226 2020-09-12 04:17:45,043 - mmaction - INFO - Epoch [106][120/627] lr: 6.000e-03, eta: 8:06:52, time: 1.023, data_time: 0.017, memory: 8470, top1_acc: 0.6333, top5_acc: 0.8285, loss_cls: 1.5189, loss: 1.5189, grad_norm: 2.8748 2020-09-12 04:18:05,618 - mmaction - INFO - Epoch [106][140/627] lr: 6.000e-03, eta: 8:06:31, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.6402, top5_acc: 0.8354, loss_cls: 1.4956, loss: 1.4956, grad_norm: 2.8287 2020-09-12 04:18:26,204 - mmaction - INFO - Epoch [106][160/627] lr: 6.000e-03, eta: 8:06:10, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6438, top5_acc: 0.8380, loss_cls: 1.4847, loss: 1.4847, grad_norm: 2.8509 2020-09-12 04:18:46,735 - mmaction - INFO - Epoch [106][180/627] lr: 6.000e-03, eta: 8:05:49, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6460, top5_acc: 0.8365, loss_cls: 1.4812, loss: 1.4812, grad_norm: 2.8688 2020-09-12 04:19:07,204 - mmaction - INFO - Epoch [106][200/627] lr: 6.000e-03, eta: 8:05:28, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.6568, top5_acc: 0.8374, loss_cls: 1.4678, loss: 1.4678, grad_norm: 2.8125 2020-09-12 04:19:27,791 - mmaction - INFO - Epoch [106][220/627] lr: 6.000e-03, eta: 8:05:07, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6493, top5_acc: 0.8378, loss_cls: 1.4642, loss: 1.4642, grad_norm: 2.8079 2020-09-12 04:19:48,292 - mmaction - INFO - Epoch [106][240/627] lr: 6.000e-03, eta: 8:04:46, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.6500, top5_acc: 0.8397, loss_cls: 1.4662, loss: 1.4662, grad_norm: 2.8168 2020-09-12 04:20:08,791 - mmaction - INFO - Epoch [106][260/627] lr: 6.000e-03, eta: 8:04:25, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5044, loss: 1.5044, grad_norm: 2.8745 2020-09-12 04:20:29,365 - mmaction - INFO - Epoch [106][280/627] lr: 6.000e-03, eta: 8:04:04, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6427, top5_acc: 0.8288, loss_cls: 1.5009, loss: 1.5009, grad_norm: 2.8592 2020-09-12 04:20:49,925 - mmaction - INFO - Epoch [106][300/627] lr: 6.000e-03, eta: 8:03:44, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6404, top5_acc: 0.8342, loss_cls: 1.5034, loss: 1.5034, grad_norm: 2.8499 2020-09-12 04:21:10,426 - mmaction - INFO - Epoch [106][320/627] lr: 6.000e-03, eta: 8:03:23, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6484, top5_acc: 0.8346, loss_cls: 1.4838, loss: 1.4838, grad_norm: 2.8269 2020-09-12 04:21:30,924 - mmaction - INFO - Epoch [106][340/627] lr: 6.000e-03, eta: 8:03:02, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6520, top5_acc: 0.8361, loss_cls: 1.4670, loss: 1.4670, grad_norm: 2.8310 2020-09-12 04:21:51,549 - mmaction - INFO - Epoch [106][360/627] lr: 6.000e-03, eta: 8:02:41, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.6451, top5_acc: 0.8318, loss_cls: 1.4914, loss: 1.4914, grad_norm: 2.8150 2020-09-12 04:22:12,040 - mmaction - INFO - Epoch [106][380/627] lr: 6.000e-03, eta: 8:02:20, time: 1.022, data_time: 0.012, memory: 8470, top1_acc: 0.6421, top5_acc: 0.8306, loss_cls: 1.5131, loss: 1.5131, grad_norm: 2.8740 2020-09-12 04:22:32,597 - mmaction - INFO - Epoch [106][400/627] lr: 6.000e-03, eta: 8:01:59, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6398, top5_acc: 0.8263, loss_cls: 1.5054, loss: 1.5054, grad_norm: 2.8635 2020-09-12 04:22:53,137 - mmaction - INFO - Epoch [106][420/627] lr: 6.000e-03, eta: 8:01:38, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6401, top5_acc: 0.8368, loss_cls: 1.4928, loss: 1.4928, grad_norm: 2.8204 2020-09-12 04:23:13,764 - mmaction - INFO - Epoch [106][440/627] lr: 6.000e-03, eta: 8:01:17, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6518, top5_acc: 0.8405, loss_cls: 1.4654, loss: 1.4654, grad_norm: 2.8536 2020-09-12 04:23:34,400 - mmaction - INFO - Epoch [106][460/627] lr: 6.000e-03, eta: 8:00:56, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6507, top5_acc: 0.8346, loss_cls: 1.4668, loss: 1.4668, grad_norm: 2.8644 2020-09-12 04:23:55,067 - mmaction - INFO - Epoch [106][480/627] lr: 6.000e-03, eta: 8:00:36, time: 1.044, data_time: 0.015, memory: 8470, top1_acc: 0.6452, top5_acc: 0.8328, loss_cls: 1.4976, loss: 1.4976, grad_norm: 2.8572 2020-09-12 04:24:15,693 - mmaction - INFO - Epoch [106][500/627] lr: 6.000e-03, eta: 8:00:15, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6384, top5_acc: 0.8260, loss_cls: 1.5341, loss: 1.5341, grad_norm: 2.8781 2020-09-12 04:24:36,302 - mmaction - INFO - Epoch [106][520/627] lr: 6.000e-03, eta: 7:59:54, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.6475, top5_acc: 0.8310, loss_cls: 1.4968, loss: 1.4968, grad_norm: 2.8232 2020-09-12 04:24:56,871 - mmaction - INFO - Epoch [106][540/627] lr: 6.000e-03, eta: 7:59:33, time: 1.039, data_time: 0.019, memory: 8470, top1_acc: 0.6424, top5_acc: 0.8324, loss_cls: 1.4951, loss: 1.4951, grad_norm: 2.8371 2020-09-12 04:25:17,479 - mmaction - INFO - Epoch [106][560/627] lr: 6.000e-03, eta: 7:59:12, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6544, top5_acc: 0.8414, loss_cls: 1.4607, loss: 1.4607, grad_norm: 2.8665 2020-09-12 04:25:38,057 - mmaction - INFO - Epoch [106][580/627] lr: 6.000e-03, eta: 7:58:51, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6471, top5_acc: 0.8333, loss_cls: 1.4913, loss: 1.4913, grad_norm: 2.8559 2020-09-12 04:25:58,643 - mmaction - INFO - Epoch [106][600/627] lr: 6.000e-03, eta: 7:58:30, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6480, top5_acc: 0.8354, loss_cls: 1.4898, loss: 1.4898, grad_norm: 2.8691 2020-09-12 04:26:19,177 - mmaction - INFO - Epoch [106][620/627] lr: 6.000e-03, eta: 7:58:09, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6496, top5_acc: 0.8348, loss_cls: 1.4785, loss: 1.4785, grad_norm: 2.8663 2020-09-12 04:26:57,095 - mmaction - INFO - Epoch [107][20/627] lr: 6.000e-03, eta: 7:57:43, time: 1.610, data_time: 0.508, memory: 8470, top1_acc: 0.6539, top5_acc: 0.8426, loss_cls: 1.4462, loss: 1.4462, grad_norm: 2.8169 2020-09-12 04:27:17,743 - mmaction - INFO - Epoch [107][40/627] lr: 6.000e-03, eta: 7:57:22, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.6361, top5_acc: 0.8251, loss_cls: 1.5241, loss: 1.5241, grad_norm: 2.8497 2020-09-12 04:27:38,270 - mmaction - INFO - Epoch [107][60/627] lr: 6.000e-03, eta: 7:57:01, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.6504, top5_acc: 0.8370, loss_cls: 1.4699, loss: 1.4699, grad_norm: 2.8316 2020-09-12 04:27:58,815 - mmaction - INFO - Epoch [107][80/627] lr: 6.000e-03, eta: 7:56:40, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6491, top5_acc: 0.8424, loss_cls: 1.4420, loss: 1.4420, grad_norm: 2.8354 2020-09-12 04:28:19,409 - mmaction - INFO - Epoch [107][100/627] lr: 6.000e-03, eta: 7:56:19, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6480, top5_acc: 0.8395, loss_cls: 1.4699, loss: 1.4699, grad_norm: 2.8622 2020-09-12 04:28:39,981 - mmaction - INFO - Epoch [107][120/627] lr: 6.000e-03, eta: 7:55:59, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6531, top5_acc: 0.8339, loss_cls: 1.4855, loss: 1.4855, grad_norm: 2.8563 2020-09-12 04:29:00,632 - mmaction - INFO - Epoch [107][140/627] lr: 6.000e-03, eta: 7:55:38, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.6396, top5_acc: 0.8314, loss_cls: 1.5350, loss: 1.5350, grad_norm: 2.9282 2020-09-12 04:29:21,222 - mmaction - INFO - Epoch [107][160/627] lr: 6.000e-03, eta: 7:55:17, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6560, top5_acc: 0.8379, loss_cls: 1.4634, loss: 1.4634, grad_norm: 2.8297 2020-09-12 04:29:41,790 - mmaction - INFO - Epoch [107][180/627] lr: 6.000e-03, eta: 7:54:56, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.6565, top5_acc: 0.8319, loss_cls: 1.4785, loss: 1.4785, grad_norm: 2.8183 2020-09-12 04:30:02,317 - mmaction - INFO - Epoch [107][200/627] lr: 6.000e-03, eta: 7:54:35, time: 1.031, data_time: 0.014, memory: 8470, top1_acc: 0.6576, top5_acc: 0.8379, loss_cls: 1.4524, loss: 1.4524, grad_norm: 2.8340 2020-09-12 04:30:22,894 - mmaction - INFO - Epoch [107][220/627] lr: 6.000e-03, eta: 7:54:14, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.6475, top5_acc: 0.8345, loss_cls: 1.4879, loss: 1.4879, grad_norm: 2.8698 2020-09-12 04:30:43,394 - mmaction - INFO - Epoch [107][240/627] lr: 6.000e-03, eta: 7:53:53, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.6501, top5_acc: 0.8396, loss_cls: 1.4776, loss: 1.4776, grad_norm: 2.8508 2020-09-12 04:31:03,978 - mmaction - INFO - Epoch [107][260/627] lr: 6.000e-03, eta: 7:53:32, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6508, top5_acc: 0.8405, loss_cls: 1.4708, loss: 1.4708, grad_norm: 2.8778 2020-09-12 04:31:24,539 - mmaction - INFO - Epoch [107][280/627] lr: 6.000e-03, eta: 7:53:11, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6456, top5_acc: 0.8322, loss_cls: 1.4959, loss: 1.4959, grad_norm: 2.8826 2020-09-12 04:31:45,148 - mmaction - INFO - Epoch [107][300/627] lr: 6.000e-03, eta: 7:52:51, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.6451, top5_acc: 0.8388, loss_cls: 1.4740, loss: 1.4740, grad_norm: 2.8569 2020-09-12 04:32:05,697 - mmaction - INFO - Epoch [107][320/627] lr: 6.000e-03, eta: 7:52:30, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.6447, top5_acc: 0.8370, loss_cls: 1.4942, loss: 1.4942, grad_norm: 2.8795 2020-09-12 04:32:26,143 - mmaction - INFO - Epoch [107][340/627] lr: 6.000e-03, eta: 7:52:09, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.6461, top5_acc: 0.8365, loss_cls: 1.4895, loss: 1.4895, grad_norm: 2.9085 2020-09-12 04:32:46,700 - mmaction - INFO - Epoch [107][360/627] lr: 6.000e-03, eta: 7:51:48, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.6447, top5_acc: 0.8284, loss_cls: 1.5155, loss: 1.5155, grad_norm: 2.8640 2020-09-12 04:33:07,170 - mmaction - INFO - Epoch [107][380/627] lr: 6.000e-03, eta: 7:51:27, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6512, top5_acc: 0.8376, loss_cls: 1.4739, loss: 1.4739, grad_norm: 2.8494 2020-09-12 04:33:27,715 - mmaction - INFO - Epoch [107][400/627] lr: 6.000e-03, eta: 7:51:06, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.6487, top5_acc: 0.8342, loss_cls: 1.4805, loss: 1.4805, grad_norm: 2.8896 2020-09-12 04:33:48,270 - mmaction - INFO - Epoch [107][420/627] lr: 6.000e-03, eta: 7:50:45, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.6395, top5_acc: 0.8332, loss_cls: 1.5063, loss: 1.5063, grad_norm: 2.9424 2020-09-12 04:34:08,757 - mmaction - INFO - Epoch [107][440/627] lr: 6.000e-03, eta: 7:50:24, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6497, top5_acc: 0.8400, loss_cls: 1.4705, loss: 1.4705, grad_norm: 2.8988 2020-09-12 04:34:29,186 - mmaction - INFO - Epoch [107][460/627] lr: 6.000e-03, eta: 7:50:03, time: 1.013, data_time: 0.009, memory: 8470, top1_acc: 0.6523, top5_acc: 0.8326, loss_cls: 1.4841, loss: 1.4841, grad_norm: 2.8830 2020-09-12 04:34:49,677 - mmaction - INFO - Epoch [107][480/627] lr: 6.000e-03, eta: 7:49:42, time: 1.031, data_time: 0.018, memory: 8470, top1_acc: 0.6499, top5_acc: 0.8306, loss_cls: 1.5030, loss: 1.5030, grad_norm: 2.8662 2020-09-12 04:35:10,295 - mmaction - INFO - Epoch [107][500/627] lr: 6.000e-03, eta: 7:49:22, time: 1.035, data_time: 0.010, memory: 8470, top1_acc: 0.6415, top5_acc: 0.8289, loss_cls: 1.4976, loss: 1.4976, grad_norm: 2.9144 2020-09-12 04:35:30,768 - mmaction - INFO - Epoch [107][520/627] lr: 6.000e-03, eta: 7:49:01, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6427, top5_acc: 0.8328, loss_cls: 1.4953, loss: 1.4953, grad_norm: 2.8745 2020-09-12 04:35:51,213 - mmaction - INFO - Epoch [107][540/627] lr: 6.000e-03, eta: 7:48:40, time: 1.016, data_time: 0.009, memory: 8470, top1_acc: 0.6378, top5_acc: 0.8294, loss_cls: 1.5317, loss: 1.5317, grad_norm: 2.9465 2020-09-12 04:36:11,751 - mmaction - INFO - Epoch [107][560/627] lr: 6.000e-03, eta: 7:48:19, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.6453, top5_acc: 0.8329, loss_cls: 1.5011, loss: 1.5011, grad_norm: 2.8890 2020-09-12 04:36:32,289 - mmaction - INFO - Epoch [107][580/627] lr: 6.000e-03, eta: 7:47:58, time: 1.020, data_time: 0.010, memory: 8470, top1_acc: 0.6510, top5_acc: 0.8414, loss_cls: 1.4682, loss: 1.4682, grad_norm: 2.8761 2020-09-12 04:36:52,787 - mmaction - INFO - Epoch [107][600/627] lr: 6.000e-03, eta: 7:47:37, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6505, top5_acc: 0.8344, loss_cls: 1.4704, loss: 1.4704, grad_norm: 2.8711 2020-09-12 04:37:13,388 - mmaction - INFO - Epoch [107][620/627] lr: 6.000e-03, eta: 7:47:16, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6478, top5_acc: 0.8346, loss_cls: 1.4849, loss: 1.4849, grad_norm: 2.8895 2020-09-12 04:37:50,759 - mmaction - INFO - Epoch [108][20/627] lr: 6.000e-03, eta: 7:46:49, time: 1.582, data_time: 0.523, memory: 8470, top1_acc: 0.6546, top5_acc: 0.8368, loss_cls: 1.4694, loss: 1.4694, grad_norm: 2.8610 2020-09-12 04:38:11,320 - mmaction - INFO - Epoch [108][40/627] lr: 6.000e-03, eta: 7:46:29, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8368, loss_cls: 1.4763, loss: 1.4763, grad_norm: 2.8517 2020-09-12 04:38:31,935 - mmaction - INFO - Epoch [108][60/627] lr: 6.000e-03, eta: 7:46:08, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6513, top5_acc: 0.8298, loss_cls: 1.4885, loss: 1.4885, grad_norm: 2.8733 2020-09-12 04:38:52,622 - mmaction - INFO - Epoch [108][80/627] lr: 6.000e-03, eta: 7:45:47, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.6486, top5_acc: 0.8409, loss_cls: 1.4621, loss: 1.4621, grad_norm: 2.8906 2020-09-12 04:39:13,239 - mmaction - INFO - Epoch [108][100/627] lr: 6.000e-03, eta: 7:45:26, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.6469, top5_acc: 0.8379, loss_cls: 1.4526, loss: 1.4526, grad_norm: 2.8593 2020-09-12 04:39:33,828 - mmaction - INFO - Epoch [108][120/627] lr: 6.000e-03, eta: 7:45:05, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6599, top5_acc: 0.8376, loss_cls: 1.4522, loss: 1.4522, grad_norm: 2.8354 2020-09-12 04:39:54,498 - mmaction - INFO - Epoch [108][140/627] lr: 6.000e-03, eta: 7:44:44, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.6538, top5_acc: 0.8383, loss_cls: 1.4769, loss: 1.4769, grad_norm: 2.8598 2020-09-12 04:40:15,006 - mmaction - INFO - Epoch [108][160/627] lr: 6.000e-03, eta: 7:44:23, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6543, top5_acc: 0.8389, loss_cls: 1.4765, loss: 1.4765, grad_norm: 2.9259 2020-09-12 04:40:35,580 - mmaction - INFO - Epoch [108][180/627] lr: 6.000e-03, eta: 7:44:03, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6504, top5_acc: 0.8335, loss_cls: 1.4875, loss: 1.4875, grad_norm: 2.8813 2020-09-12 04:40:56,193 - mmaction - INFO - Epoch [108][200/627] lr: 6.000e-03, eta: 7:43:42, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8329, loss_cls: 1.4839, loss: 1.4839, grad_norm: 2.8767 2020-09-12 04:41:16,648 - mmaction - INFO - Epoch [108][220/627] lr: 6.000e-03, eta: 7:43:21, time: 1.022, data_time: 0.012, memory: 8470, top1_acc: 0.6503, top5_acc: 0.8396, loss_cls: 1.4741, loss: 1.4741, grad_norm: 2.8821 2020-09-12 04:41:37,216 - mmaction - INFO - Epoch [108][240/627] lr: 6.000e-03, eta: 7:43:00, time: 1.034, data_time: 0.019, memory: 8470, top1_acc: 0.6543, top5_acc: 0.8391, loss_cls: 1.4604, loss: 1.4604, grad_norm: 2.8579 2020-09-12 04:41:57,733 - mmaction - INFO - Epoch [108][260/627] lr: 6.000e-03, eta: 7:42:39, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6536, top5_acc: 0.8392, loss_cls: 1.4631, loss: 1.4631, grad_norm: 2.8747 2020-09-12 04:42:18,255 - mmaction - INFO - Epoch [108][280/627] lr: 6.000e-03, eta: 7:42:18, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6546, top5_acc: 0.8348, loss_cls: 1.4650, loss: 1.4650, grad_norm: 2.8362 2020-09-12 04:42:38,857 - mmaction - INFO - Epoch [108][300/627] lr: 6.000e-03, eta: 7:41:57, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6438, top5_acc: 0.8306, loss_cls: 1.5145, loss: 1.5145, grad_norm: 2.9279 2020-09-12 04:42:59,394 - mmaction - INFO - Epoch [108][320/627] lr: 6.000e-03, eta: 7:41:36, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6461, top5_acc: 0.8319, loss_cls: 1.5095, loss: 1.5095, grad_norm: 2.9239 2020-09-12 04:43:19,920 - mmaction - INFO - Epoch [108][340/627] lr: 6.000e-03, eta: 7:41:15, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.6479, top5_acc: 0.8397, loss_cls: 1.4664, loss: 1.4664, grad_norm: 2.8994 2020-09-12 04:43:40,454 - mmaction - INFO - Epoch [108][360/627] lr: 6.000e-03, eta: 7:40:54, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6579, top5_acc: 0.8462, loss_cls: 1.4157, loss: 1.4157, grad_norm: 2.8455 2020-09-12 04:44:01,112 - mmaction - INFO - Epoch [108][380/627] lr: 6.000e-03, eta: 7:40:34, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6525, top5_acc: 0.8355, loss_cls: 1.4757, loss: 1.4757, grad_norm: 2.9188 2020-09-12 04:44:21,721 - mmaction - INFO - Epoch [108][400/627] lr: 6.000e-03, eta: 7:40:13, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6525, top5_acc: 0.8367, loss_cls: 1.4790, loss: 1.4790, grad_norm: 2.9362 2020-09-12 04:44:42,339 - mmaction - INFO - Epoch [108][420/627] lr: 6.000e-03, eta: 7:39:52, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8456, loss_cls: 1.4435, loss: 1.4435, grad_norm: 2.9011 2020-09-12 04:45:02,858 - mmaction - INFO - Epoch [108][440/627] lr: 6.000e-03, eta: 7:39:31, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6535, top5_acc: 0.8362, loss_cls: 1.4688, loss: 1.4688, grad_norm: 2.9102 2020-09-12 04:45:23,385 - mmaction - INFO - Epoch [108][460/627] lr: 6.000e-03, eta: 7:39:10, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.6461, top5_acc: 0.8346, loss_cls: 1.4765, loss: 1.4765, grad_norm: 2.9243 2020-09-12 04:45:43,956 - mmaction - INFO - Epoch [108][480/627] lr: 6.000e-03, eta: 7:38:49, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.6497, top5_acc: 0.8349, loss_cls: 1.4798, loss: 1.4798, grad_norm: 2.9148 2020-09-12 04:46:04,491 - mmaction - INFO - Epoch [108][500/627] lr: 6.000e-03, eta: 7:38:28, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.4966, loss: 1.4966, grad_norm: 2.9260 2020-09-12 04:46:25,004 - mmaction - INFO - Epoch [108][520/627] lr: 6.000e-03, eta: 7:38:07, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6534, top5_acc: 0.8385, loss_cls: 1.4510, loss: 1.4510, grad_norm: 2.9059 2020-09-12 04:46:45,694 - mmaction - INFO - Epoch [108][540/627] lr: 6.000e-03, eta: 7:37:47, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.6507, top5_acc: 0.8409, loss_cls: 1.4657, loss: 1.4657, grad_norm: 2.9072 2020-09-12 04:47:06,155 - mmaction - INFO - Epoch [108][560/627] lr: 6.000e-03, eta: 7:37:26, time: 1.018, data_time: 0.002, memory: 8470, top1_acc: 0.6452, top5_acc: 0.8331, loss_cls: 1.5108, loss: 1.5108, grad_norm: 2.9646 2020-09-12 04:47:26,783 - mmaction - INFO - Epoch [108][580/627] lr: 6.000e-03, eta: 7:37:05, time: 1.037, data_time: 0.008, memory: 8470, top1_acc: 0.6535, top5_acc: 0.8358, loss_cls: 1.4500, loss: 1.4500, grad_norm: 2.8798 2020-09-12 04:47:47,226 - mmaction - INFO - Epoch [108][600/627] lr: 6.000e-03, eta: 7:36:44, time: 1.015, data_time: 0.006, memory: 8470, top1_acc: 0.6448, top5_acc: 0.8379, loss_cls: 1.4717, loss: 1.4717, grad_norm: 2.9222 2020-09-12 04:48:07,823 - mmaction - INFO - Epoch [108][620/627] lr: 6.000e-03, eta: 7:36:23, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.6490, top5_acc: 0.8378, loss_cls: 1.4741, loss: 1.4741, grad_norm: 2.9195 2020-09-12 04:48:45,595 - mmaction - INFO - Epoch [109][20/627] lr: 6.000e-03, eta: 7:35:56, time: 1.599, data_time: 0.501, memory: 8470, top1_acc: 0.6563, top5_acc: 0.8422, loss_cls: 1.4389, loss: 1.4389, grad_norm: 2.8628 2020-09-12 04:49:06,182 - mmaction - INFO - Epoch [109][40/627] lr: 6.000e-03, eta: 7:35:36, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6509, top5_acc: 0.8363, loss_cls: 1.4700, loss: 1.4700, grad_norm: 2.8910 2020-09-12 04:49:26,738 - mmaction - INFO - Epoch [109][60/627] lr: 6.000e-03, eta: 7:35:15, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.6530, top5_acc: 0.8353, loss_cls: 1.4574, loss: 1.4574, grad_norm: 2.8852 2020-09-12 04:49:47,346 - mmaction - INFO - Epoch [109][80/627] lr: 6.000e-03, eta: 7:34:54, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.6508, top5_acc: 0.8396, loss_cls: 1.4687, loss: 1.4687, grad_norm: 2.9103 2020-09-12 04:50:07,952 - mmaction - INFO - Epoch [109][100/627] lr: 6.000e-03, eta: 7:34:33, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6495, top5_acc: 0.8389, loss_cls: 1.4876, loss: 1.4876, grad_norm: 2.9145 2020-09-12 04:50:28,531 - mmaction - INFO - Epoch [109][120/627] lr: 6.000e-03, eta: 7:34:12, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6508, top5_acc: 0.8392, loss_cls: 1.4685, loss: 1.4685, grad_norm: 2.8816 2020-09-12 04:50:49,107 - mmaction - INFO - Epoch [109][140/627] lr: 6.000e-03, eta: 7:33:51, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.6465, top5_acc: 0.8323, loss_cls: 1.4888, loss: 1.4888, grad_norm: 2.9201 2020-09-12 04:51:09,712 - mmaction - INFO - Epoch [109][160/627] lr: 6.000e-03, eta: 7:33:30, time: 1.022, data_time: 0.018, memory: 8470, top1_acc: 0.6453, top5_acc: 0.8389, loss_cls: 1.4719, loss: 1.4719, grad_norm: 2.9300 2020-09-12 04:51:30,188 - mmaction - INFO - Epoch [109][180/627] lr: 6.000e-03, eta: 7:33:09, time: 1.033, data_time: 0.018, memory: 8470, top1_acc: 0.6460, top5_acc: 0.8329, loss_cls: 1.4850, loss: 1.4850, grad_norm: 2.9532 2020-09-12 04:51:50,849 - mmaction - INFO - Epoch [109][200/627] lr: 6.000e-03, eta: 7:32:49, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8341, loss_cls: 1.4647, loss: 1.4647, grad_norm: 2.9378 2020-09-12 04:52:11,357 - mmaction - INFO - Epoch [109][220/627] lr: 6.000e-03, eta: 7:32:28, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6497, top5_acc: 0.8398, loss_cls: 1.4580, loss: 1.4580, grad_norm: 2.9398 2020-09-12 04:52:31,995 - mmaction - INFO - Epoch [109][240/627] lr: 6.000e-03, eta: 7:32:07, time: 1.021, data_time: 0.012, memory: 8470, top1_acc: 0.6561, top5_acc: 0.8427, loss_cls: 1.4587, loss: 1.4587, grad_norm: 2.9110 2020-09-12 04:52:52,595 - mmaction - INFO - Epoch [109][260/627] lr: 6.000e-03, eta: 7:31:46, time: 1.041, data_time: 0.014, memory: 8470, top1_acc: 0.6510, top5_acc: 0.8419, loss_cls: 1.4619, loss: 1.4619, grad_norm: 2.9249 2020-09-12 04:53:13,073 - mmaction - INFO - Epoch [109][280/627] lr: 6.000e-03, eta: 7:31:25, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.6452, top5_acc: 0.8260, loss_cls: 1.5254, loss: 1.5254, grad_norm: 2.9365 2020-09-12 04:53:33,730 - mmaction - INFO - Epoch [109][300/627] lr: 6.000e-03, eta: 7:31:04, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.6479, top5_acc: 0.8352, loss_cls: 1.4646, loss: 1.4646, grad_norm: 2.9137 2020-09-12 04:53:54,304 - mmaction - INFO - Epoch [109][320/627] lr: 6.000e-03, eta: 7:30:43, time: 1.036, data_time: 0.016, memory: 8470, top1_acc: 0.6547, top5_acc: 0.8411, loss_cls: 1.4443, loss: 1.4443, grad_norm: 2.9232 2020-09-12 04:54:14,853 - mmaction - INFO - Epoch [109][340/627] lr: 6.000e-03, eta: 7:30:22, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8355, loss_cls: 1.5199, loss: 1.5199, grad_norm: 3.0023 2020-09-12 04:54:35,411 - mmaction - INFO - Epoch [109][360/627] lr: 6.000e-03, eta: 7:30:02, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.6475, top5_acc: 0.8344, loss_cls: 1.4861, loss: 1.4861, grad_norm: 2.9478 2020-09-12 04:54:55,925 - mmaction - INFO - Epoch [109][380/627] lr: 6.000e-03, eta: 7:29:41, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6490, top5_acc: 0.8326, loss_cls: 1.4754, loss: 1.4754, grad_norm: 2.9086 2020-09-12 04:55:16,445 - mmaction - INFO - Epoch [109][400/627] lr: 6.000e-03, eta: 7:29:20, time: 1.015, data_time: 0.003, memory: 8470, top1_acc: 0.6478, top5_acc: 0.8275, loss_cls: 1.4959, loss: 1.4959, grad_norm: 2.9440 2020-09-12 04:55:37,071 - mmaction - INFO - Epoch [109][420/627] lr: 6.000e-03, eta: 7:28:59, time: 1.041, data_time: 0.015, memory: 8470, top1_acc: 0.6624, top5_acc: 0.8406, loss_cls: 1.4605, loss: 1.4605, grad_norm: 2.9116 2020-09-12 04:55:57,644 - mmaction - INFO - Epoch [109][440/627] lr: 6.000e-03, eta: 7:28:38, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6609, top5_acc: 0.8435, loss_cls: 1.4283, loss: 1.4283, grad_norm: 2.9111 2020-09-12 04:56:18,162 - mmaction - INFO - Epoch [109][460/627] lr: 6.000e-03, eta: 7:28:17, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6488, top5_acc: 0.8395, loss_cls: 1.4580, loss: 1.4580, grad_norm: 2.8995 2020-09-12 04:56:38,726 - mmaction - INFO - Epoch [109][480/627] lr: 6.000e-03, eta: 7:27:56, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6487, top5_acc: 0.8363, loss_cls: 1.4771, loss: 1.4771, grad_norm: 2.9615 2020-09-12 04:56:59,375 - mmaction - INFO - Epoch [109][500/627] lr: 6.000e-03, eta: 7:27:35, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.6465, top5_acc: 0.8375, loss_cls: 1.4893, loss: 1.4893, grad_norm: 2.9346 2020-09-12 04:57:20,032 - mmaction - INFO - Epoch [109][520/627] lr: 6.000e-03, eta: 7:27:15, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.6577, top5_acc: 0.8378, loss_cls: 1.4573, loss: 1.4573, grad_norm: 2.9060 2020-09-12 04:57:40,724 - mmaction - INFO - Epoch [109][540/627] lr: 6.000e-03, eta: 7:26:54, time: 1.035, data_time: 0.004, memory: 8470, top1_acc: 0.6552, top5_acc: 0.8396, loss_cls: 1.4529, loss: 1.4529, grad_norm: 2.9148 2020-09-12 04:58:01,264 - mmaction - INFO - Epoch [109][560/627] lr: 6.000e-03, eta: 7:26:33, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6533, top5_acc: 0.8367, loss_cls: 1.4589, loss: 1.4589, grad_norm: 2.9146 2020-09-12 04:58:21,912 - mmaction - INFO - Epoch [109][580/627] lr: 6.000e-03, eta: 7:26:12, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.6496, top5_acc: 0.8404, loss_cls: 1.4752, loss: 1.4752, grad_norm: 2.9064 2020-09-12 04:58:42,465 - mmaction - INFO - Epoch [109][600/627] lr: 6.000e-03, eta: 7:25:51, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.6436, top5_acc: 0.8366, loss_cls: 1.4896, loss: 1.4896, grad_norm: 2.9749 2020-09-12 04:59:03,083 - mmaction - INFO - Epoch [109][620/627] lr: 6.000e-03, eta: 7:25:30, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6480, top5_acc: 0.8368, loss_cls: 1.4597, loss: 1.4597, grad_norm: 2.9249 2020-09-12 04:59:40,929 - mmaction - INFO - Epoch [110][20/627] lr: 6.000e-03, eta: 7:25:04, time: 1.604, data_time: 0.473, memory: 8470, top1_acc: 0.6520, top5_acc: 0.8409, loss_cls: 1.4476, loss: 1.4476, grad_norm: 2.9243 2020-09-12 05:00:01,497 - mmaction - INFO - Epoch [110][40/627] lr: 6.000e-03, eta: 7:24:43, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6556, top5_acc: 0.8406, loss_cls: 1.4629, loss: 1.4629, grad_norm: 2.9509 2020-09-12 05:00:23,158 - mmaction - INFO - Epoch [110][60/627] lr: 6.000e-03, eta: 7:24:22, time: 1.078, data_time: 0.008, memory: 8470, top1_acc: 0.6495, top5_acc: 0.8395, loss_cls: 1.4614, loss: 1.4614, grad_norm: 2.9469 2020-09-12 05:00:43,624 - mmaction - INFO - Epoch [110][80/627] lr: 6.000e-03, eta: 7:24:02, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6556, top5_acc: 0.8451, loss_cls: 1.4244, loss: 1.4244, grad_norm: 2.8933 2020-09-12 05:01:04,108 - mmaction - INFO - Epoch [110][100/627] lr: 6.000e-03, eta: 7:23:41, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.6514, top5_acc: 0.8380, loss_cls: 1.4615, loss: 1.4615, grad_norm: 2.9711 2020-09-12 05:01:24,692 - mmaction - INFO - Epoch [110][120/627] lr: 6.000e-03, eta: 7:23:20, time: 1.036, data_time: 0.016, memory: 8470, top1_acc: 0.6562, top5_acc: 0.8474, loss_cls: 1.4277, loss: 1.4277, grad_norm: 2.9165 2020-09-12 05:01:45,253 - mmaction - INFO - Epoch [110][140/627] lr: 6.000e-03, eta: 7:22:59, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6471, top5_acc: 0.8391, loss_cls: 1.4644, loss: 1.4644, grad_norm: 2.9438 2020-09-12 05:02:05,855 - mmaction - INFO - Epoch [110][160/627] lr: 6.000e-03, eta: 7:22:38, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6565, top5_acc: 0.8361, loss_cls: 1.4624, loss: 1.4624, grad_norm: 2.9197 2020-09-12 05:02:26,404 - mmaction - INFO - Epoch [110][180/627] lr: 6.000e-03, eta: 7:22:17, time: 1.018, data_time: 0.003, memory: 8470, top1_acc: 0.6444, top5_acc: 0.8354, loss_cls: 1.4819, loss: 1.4819, grad_norm: 2.9271 2020-09-12 05:02:47,018 - mmaction - INFO - Epoch [110][200/627] lr: 6.000e-03, eta: 7:21:56, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.6547, top5_acc: 0.8336, loss_cls: 1.4619, loss: 1.4619, grad_norm: 2.9278 2020-09-12 05:03:07,635 - mmaction - INFO - Epoch [110][220/627] lr: 6.000e-03, eta: 7:21:35, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6530, top5_acc: 0.8391, loss_cls: 1.4521, loss: 1.4521, grad_norm: 2.9330 2020-09-12 05:03:28,154 - mmaction - INFO - Epoch [110][240/627] lr: 6.000e-03, eta: 7:21:14, time: 1.018, data_time: 0.009, memory: 8470, top1_acc: 0.6471, top5_acc: 0.8327, loss_cls: 1.5078, loss: 1.5078, grad_norm: 2.9957 2020-09-12 05:03:48,710 - mmaction - INFO - Epoch [110][260/627] lr: 6.000e-03, eta: 7:20:54, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6534, top5_acc: 0.8437, loss_cls: 1.4469, loss: 1.4469, grad_norm: 2.9237 2020-09-12 05:04:09,252 - mmaction - INFO - Epoch [110][280/627] lr: 6.000e-03, eta: 7:20:33, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6555, top5_acc: 0.8349, loss_cls: 1.4615, loss: 1.4615, grad_norm: 2.9676 2020-09-12 05:04:29,780 - mmaction - INFO - Epoch [110][300/627] lr: 6.000e-03, eta: 7:20:12, time: 1.023, data_time: 0.013, memory: 8470, top1_acc: 0.6527, top5_acc: 0.8342, loss_cls: 1.4665, loss: 1.4665, grad_norm: 2.9142 2020-09-12 05:04:50,303 - mmaction - INFO - Epoch [110][320/627] lr: 6.000e-03, eta: 7:19:51, time: 1.021, data_time: 0.015, memory: 8470, top1_acc: 0.6474, top5_acc: 0.8340, loss_cls: 1.4767, loss: 1.4767, grad_norm: 2.9462 2020-09-12 05:05:10,817 - mmaction - INFO - Epoch [110][340/627] lr: 6.000e-03, eta: 7:19:30, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.6461, top5_acc: 0.8340, loss_cls: 1.4785, loss: 1.4785, grad_norm: 2.9809 2020-09-12 05:05:31,357 - mmaction - INFO - Epoch [110][360/627] lr: 6.000e-03, eta: 7:19:09, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6543, top5_acc: 0.8478, loss_cls: 1.4252, loss: 1.4252, grad_norm: 2.9357 2020-09-12 05:05:51,854 - mmaction - INFO - Epoch [110][380/627] lr: 6.000e-03, eta: 7:18:48, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6615, top5_acc: 0.8391, loss_cls: 1.4476, loss: 1.4476, grad_norm: 2.9458 2020-09-12 05:06:12,413 - mmaction - INFO - Epoch [110][400/627] lr: 6.000e-03, eta: 7:18:27, time: 1.018, data_time: 0.006, memory: 8470, top1_acc: 0.6616, top5_acc: 0.8368, loss_cls: 1.4683, loss: 1.4683, grad_norm: 2.9376 2020-09-12 05:06:32,944 - mmaction - INFO - Epoch [110][420/627] lr: 6.000e-03, eta: 7:18:07, time: 1.033, data_time: 0.017, memory: 8470, top1_acc: 0.6521, top5_acc: 0.8354, loss_cls: 1.4754, loss: 1.4754, grad_norm: 2.9584 2020-09-12 05:06:53,418 - mmaction - INFO - Epoch [110][440/627] lr: 6.000e-03, eta: 7:17:46, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8332, loss_cls: 1.4770, loss: 1.4770, grad_norm: 2.9368 2020-09-12 05:07:14,046 - mmaction - INFO - Epoch [110][460/627] lr: 6.000e-03, eta: 7:17:25, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.6557, top5_acc: 0.8418, loss_cls: 1.4457, loss: 1.4457, grad_norm: 2.9213 2020-09-12 05:07:34,605 - mmaction - INFO - Epoch [110][480/627] lr: 6.000e-03, eta: 7:17:04, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.6496, top5_acc: 0.8405, loss_cls: 1.4567, loss: 1.4567, grad_norm: 2.9249 2020-09-12 05:07:55,135 - mmaction - INFO - Epoch [110][500/627] lr: 6.000e-03, eta: 7:16:43, time: 1.030, data_time: 0.014, memory: 8470, top1_acc: 0.6495, top5_acc: 0.8389, loss_cls: 1.4660, loss: 1.4660, grad_norm: 2.9455 2020-09-12 05:08:15,739 - mmaction - INFO - Epoch [110][520/627] lr: 6.000e-03, eta: 7:16:22, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.6556, top5_acc: 0.8404, loss_cls: 1.4480, loss: 1.4480, grad_norm: 2.9422 2020-09-12 05:08:36,414 - mmaction - INFO - Epoch [110][540/627] lr: 6.000e-03, eta: 7:16:01, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6534, top5_acc: 0.8358, loss_cls: 1.4662, loss: 1.4662, grad_norm: 2.9239 2020-09-12 05:08:56,995 - mmaction - INFO - Epoch [110][560/627] lr: 6.000e-03, eta: 7:15:40, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8401, loss_cls: 1.4553, loss: 1.4553, grad_norm: 2.8951 2020-09-12 05:09:17,542 - mmaction - INFO - Epoch [110][580/627] lr: 6.000e-03, eta: 7:15:20, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.6564, top5_acc: 0.8353, loss_cls: 1.4765, loss: 1.4765, grad_norm: 2.9464 2020-09-12 05:09:38,021 - mmaction - INFO - Epoch [110][600/627] lr: 6.000e-03, eta: 7:14:59, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.6521, top5_acc: 0.8405, loss_cls: 1.4378, loss: 1.4378, grad_norm: 2.9194 2020-09-12 05:09:58,550 - mmaction - INFO - Epoch [110][620/627] lr: 6.000e-03, eta: 7:14:38, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4742, loss: 1.4742, grad_norm: 2.9703 2020-09-12 05:10:08,342 - mmaction - INFO - Saving checkpoint at 110 epochs 2020-09-12 05:10:48,773 - mmaction - INFO - Epoch [111][20/627] lr: 6.000e-03, eta: 7:14:14, time: 1.994, data_time: 0.854, memory: 8470, top1_acc: 0.6568, top5_acc: 0.8404, loss_cls: 1.4369, loss: 1.4369, grad_norm: 2.9134 2020-09-12 05:11:09,375 - mmaction - INFO - Epoch [111][40/627] lr: 6.000e-03, eta: 7:13:53, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6516, top5_acc: 0.8402, loss_cls: 1.4607, loss: 1.4607, grad_norm: 2.9740 2020-09-12 05:11:29,905 - mmaction - INFO - Epoch [111][60/627] lr: 6.000e-03, eta: 7:13:32, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6467, top5_acc: 0.8315, loss_cls: 1.4931, loss: 1.4931, grad_norm: 3.0081 2020-09-12 05:11:50,574 - mmaction - INFO - Epoch [111][80/627] lr: 6.000e-03, eta: 7:13:11, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.6462, top5_acc: 0.8411, loss_cls: 1.4516, loss: 1.4516, grad_norm: 3.0069 2020-09-12 05:12:11,189 - mmaction - INFO - Epoch [111][100/627] lr: 6.000e-03, eta: 7:12:51, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.6595, top5_acc: 0.8423, loss_cls: 1.4278, loss: 1.4278, grad_norm: 2.9385 2020-09-12 05:12:31,723 - mmaction - INFO - Epoch [111][120/627] lr: 6.000e-03, eta: 7:12:30, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6620, top5_acc: 0.8409, loss_cls: 1.4426, loss: 1.4426, grad_norm: 2.9765 2020-09-12 05:12:52,379 - mmaction - INFO - Epoch [111][140/627] lr: 6.000e-03, eta: 7:12:09, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.6570, top5_acc: 0.8411, loss_cls: 1.4345, loss: 1.4345, grad_norm: 2.9456 2020-09-12 05:13:12,983 - mmaction - INFO - Epoch [111][160/627] lr: 6.000e-03, eta: 7:11:48, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6581, top5_acc: 0.8419, loss_cls: 1.4470, loss: 1.4470, grad_norm: 2.9604 2020-09-12 05:13:33,628 - mmaction - INFO - Epoch [111][180/627] lr: 6.000e-03, eta: 7:11:27, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6573, top5_acc: 0.8408, loss_cls: 1.4450, loss: 1.4450, grad_norm: 2.9940 2020-09-12 05:13:54,166 - mmaction - INFO - Epoch [111][200/627] lr: 6.000e-03, eta: 7:11:06, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6549, top5_acc: 0.8388, loss_cls: 1.4596, loss: 1.4596, grad_norm: 2.9913 2020-09-12 05:14:14,750 - mmaction - INFO - Epoch [111][220/627] lr: 6.000e-03, eta: 7:10:45, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6632, top5_acc: 0.8410, loss_cls: 1.4344, loss: 1.4344, grad_norm: 2.9392 2020-09-12 05:14:35,239 - mmaction - INFO - Epoch [111][240/627] lr: 6.000e-03, eta: 7:10:24, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6570, top5_acc: 0.8353, loss_cls: 1.4553, loss: 1.4553, grad_norm: 2.9504 2020-09-12 05:14:55,806 - mmaction - INFO - Epoch [111][260/627] lr: 6.000e-03, eta: 7:10:04, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4714, loss: 1.4714, grad_norm: 2.9774 2020-09-12 05:15:16,482 - mmaction - INFO - Epoch [111][280/627] lr: 6.000e-03, eta: 7:09:43, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6432, top5_acc: 0.8331, loss_cls: 1.4906, loss: 1.4906, grad_norm: 3.0178 2020-09-12 05:15:37,027 - mmaction - INFO - Epoch [111][300/627] lr: 6.000e-03, eta: 7:09:22, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6569, top5_acc: 0.8354, loss_cls: 1.4441, loss: 1.4441, grad_norm: 2.9314 2020-09-12 05:15:57,566 - mmaction - INFO - Epoch [111][320/627] lr: 6.000e-03, eta: 7:09:01, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6504, top5_acc: 0.8397, loss_cls: 1.4565, loss: 1.4565, grad_norm: 2.9696 2020-09-12 05:16:18,133 - mmaction - INFO - Epoch [111][340/627] lr: 6.000e-03, eta: 7:08:40, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8398, loss_cls: 1.4446, loss: 1.4446, grad_norm: 2.9516 2020-09-12 05:16:38,666 - mmaction - INFO - Epoch [111][360/627] lr: 6.000e-03, eta: 7:08:19, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.6549, top5_acc: 0.8397, loss_cls: 1.4638, loss: 1.4638, grad_norm: 2.9878 2020-09-12 05:16:59,172 - mmaction - INFO - Epoch [111][380/627] lr: 6.000e-03, eta: 7:07:58, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6658, top5_acc: 0.8432, loss_cls: 1.4350, loss: 1.4350, grad_norm: 2.9579 2020-09-12 05:17:19,604 - mmaction - INFO - Epoch [111][400/627] lr: 6.000e-03, eta: 7:07:37, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.6503, top5_acc: 0.8328, loss_cls: 1.4665, loss: 1.4665, grad_norm: 3.0263 2020-09-12 05:17:40,170 - mmaction - INFO - Epoch [111][420/627] lr: 6.000e-03, eta: 7:07:16, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6533, top5_acc: 0.8385, loss_cls: 1.4658, loss: 1.4658, grad_norm: 2.9675 2020-09-12 05:18:00,761 - mmaction - INFO - Epoch [111][440/627] lr: 6.000e-03, eta: 7:06:56, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.6605, top5_acc: 0.8359, loss_cls: 1.4326, loss: 1.4326, grad_norm: 2.9653 2020-09-12 05:18:21,266 - mmaction - INFO - Epoch [111][460/627] lr: 6.000e-03, eta: 7:06:35, time: 1.021, data_time: 0.006, memory: 8470, top1_acc: 0.6594, top5_acc: 0.8439, loss_cls: 1.4314, loss: 1.4314, grad_norm: 2.9754 2020-09-12 05:18:41,776 - mmaction - INFO - Epoch [111][480/627] lr: 6.000e-03, eta: 7:06:14, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6624, top5_acc: 0.8440, loss_cls: 1.4262, loss: 1.4262, grad_norm: 2.9455 2020-09-12 05:19:02,342 - mmaction - INFO - Epoch [111][500/627] lr: 6.000e-03, eta: 7:05:53, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6424, top5_acc: 0.8345, loss_cls: 1.5070, loss: 1.5070, grad_norm: 3.0358 2020-09-12 05:19:22,902 - mmaction - INFO - Epoch [111][520/627] lr: 6.000e-03, eta: 7:05:32, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6562, top5_acc: 0.8435, loss_cls: 1.4171, loss: 1.4171, grad_norm: 2.9459 2020-09-12 05:19:43,475 - mmaction - INFO - Epoch [111][540/627] lr: 6.000e-03, eta: 7:05:11, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6562, top5_acc: 0.8396, loss_cls: 1.4427, loss: 1.4427, grad_norm: 2.9468 2020-09-12 05:20:04,054 - mmaction - INFO - Epoch [111][560/627] lr: 6.000e-03, eta: 7:04:50, time: 1.018, data_time: 0.008, memory: 8470, top1_acc: 0.6467, top5_acc: 0.8342, loss_cls: 1.4970, loss: 1.4970, grad_norm: 3.0310 2020-09-12 05:20:24,499 - mmaction - INFO - Epoch [111][580/627] lr: 6.000e-03, eta: 7:04:29, time: 1.028, data_time: 0.017, memory: 8470, top1_acc: 0.6531, top5_acc: 0.8345, loss_cls: 1.4882, loss: 1.4882, grad_norm: 2.9946 2020-09-12 05:20:44,869 - mmaction - INFO - Epoch [111][600/627] lr: 6.000e-03, eta: 7:04:09, time: 1.020, data_time: 0.012, memory: 8470, top1_acc: 0.6529, top5_acc: 0.8401, loss_cls: 1.4649, loss: 1.4649, grad_norm: 2.9782 2020-09-12 05:21:05,486 - mmaction - INFO - Epoch [111][620/627] lr: 6.000e-03, eta: 7:03:48, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6536, top5_acc: 0.8404, loss_cls: 1.4581, loss: 1.4581, grad_norm: 3.0126 2020-09-12 05:21:43,207 - mmaction - INFO - Epoch [112][20/627] lr: 6.000e-03, eta: 7:03:21, time: 1.592, data_time: 0.547, memory: 8470, top1_acc: 0.6546, top5_acc: 0.8427, loss_cls: 1.4204, loss: 1.4204, grad_norm: 2.9555 2020-09-12 05:22:03,769 - mmaction - INFO - Epoch [112][40/627] lr: 6.000e-03, eta: 7:03:00, time: 1.035, data_time: 0.015, memory: 8470, top1_acc: 0.6565, top5_acc: 0.8335, loss_cls: 1.4651, loss: 1.4651, grad_norm: 2.9615 2020-09-12 05:22:24,424 - mmaction - INFO - Epoch [112][60/627] lr: 6.000e-03, eta: 7:02:39, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6577, top5_acc: 0.8423, loss_cls: 1.4349, loss: 1.4349, grad_norm: 2.9733 2020-09-12 05:22:45,065 - mmaction - INFO - Epoch [112][80/627] lr: 6.000e-03, eta: 7:02:18, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6560, top5_acc: 0.8367, loss_cls: 1.4631, loss: 1.4631, grad_norm: 3.0335 2020-09-12 05:23:05,662 - mmaction - INFO - Epoch [112][100/627] lr: 6.000e-03, eta: 7:01:58, time: 1.030, data_time: 0.012, memory: 8470, top1_acc: 0.6465, top5_acc: 0.8366, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.0008 2020-09-12 05:23:26,173 - mmaction - INFO - Epoch [112][120/627] lr: 6.000e-03, eta: 7:01:37, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6523, top5_acc: 0.8348, loss_cls: 1.4552, loss: 1.4552, grad_norm: 2.9670 2020-09-12 05:23:46,765 - mmaction - INFO - Epoch [112][140/627] lr: 6.000e-03, eta: 7:01:16, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.6538, top5_acc: 0.8441, loss_cls: 1.4557, loss: 1.4557, grad_norm: 2.9979 2020-09-12 05:24:07,321 - mmaction - INFO - Epoch [112][160/627] lr: 6.000e-03, eta: 7:00:55, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6569, top5_acc: 0.8391, loss_cls: 1.4623, loss: 1.4623, grad_norm: 2.9711 2020-09-12 05:24:27,924 - mmaction - INFO - Epoch [112][180/627] lr: 6.000e-03, eta: 7:00:34, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6523, top5_acc: 0.8372, loss_cls: 1.4502, loss: 1.4502, grad_norm: 3.0229 2020-09-12 05:24:48,473 - mmaction - INFO - Epoch [112][200/627] lr: 6.000e-03, eta: 7:00:13, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6559, top5_acc: 0.8401, loss_cls: 1.4617, loss: 1.4617, grad_norm: 2.9942 2020-09-12 05:25:09,059 - mmaction - INFO - Epoch [112][220/627] lr: 6.000e-03, eta: 6:59:52, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6578, top5_acc: 0.8402, loss_cls: 1.4520, loss: 1.4520, grad_norm: 3.0213 2020-09-12 05:25:29,611 - mmaction - INFO - Epoch [112][240/627] lr: 6.000e-03, eta: 6:59:31, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4411, loss: 1.4411, grad_norm: 3.0115 2020-09-12 05:25:50,184 - mmaction - INFO - Epoch [112][260/627] lr: 6.000e-03, eta: 6:59:11, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6513, top5_acc: 0.8361, loss_cls: 1.4764, loss: 1.4764, grad_norm: 3.0444 2020-09-12 05:26:10,801 - mmaction - INFO - Epoch [112][280/627] lr: 6.000e-03, eta: 6:58:50, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8441, loss_cls: 1.4200, loss: 1.4200, grad_norm: 3.0005 2020-09-12 05:26:31,333 - mmaction - INFO - Epoch [112][300/627] lr: 6.000e-03, eta: 6:58:29, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6539, top5_acc: 0.8385, loss_cls: 1.4436, loss: 1.4436, grad_norm: 3.0181 2020-09-12 05:26:51,845 - mmaction - INFO - Epoch [112][320/627] lr: 6.000e-03, eta: 6:58:08, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6574, top5_acc: 0.8438, loss_cls: 1.4271, loss: 1.4271, grad_norm: 2.9866 2020-09-12 05:27:12,398 - mmaction - INFO - Epoch [112][340/627] lr: 6.000e-03, eta: 6:57:47, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8451, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.0127 2020-09-12 05:27:32,914 - mmaction - INFO - Epoch [112][360/627] lr: 6.000e-03, eta: 6:57:26, time: 1.023, data_time: 0.003, memory: 8470, top1_acc: 0.6527, top5_acc: 0.8346, loss_cls: 1.4718, loss: 1.4718, grad_norm: 3.0396 2020-09-12 05:27:53,460 - mmaction - INFO - Epoch [112][380/627] lr: 6.000e-03, eta: 6:57:05, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6629, top5_acc: 0.8423, loss_cls: 1.4337, loss: 1.4337, grad_norm: 3.0002 2020-09-12 05:28:14,037 - mmaction - INFO - Epoch [112][400/627] lr: 6.000e-03, eta: 6:56:44, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8409, loss_cls: 1.4474, loss: 1.4474, grad_norm: 2.9965 2020-09-12 05:28:34,686 - mmaction - INFO - Epoch [112][420/627] lr: 6.000e-03, eta: 6:56:24, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.6479, top5_acc: 0.8389, loss_cls: 1.4765, loss: 1.4765, grad_norm: 3.0561 2020-09-12 05:28:55,312 - mmaction - INFO - Epoch [112][440/627] lr: 6.000e-03, eta: 6:56:03, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8414, loss_cls: 1.4365, loss: 1.4365, grad_norm: 2.9924 2020-09-12 05:29:15,866 - mmaction - INFO - Epoch [112][460/627] lr: 6.000e-03, eta: 6:55:42, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.6553, top5_acc: 0.8409, loss_cls: 1.4482, loss: 1.4482, grad_norm: 3.0271 2020-09-12 05:29:36,431 - mmaction - INFO - Epoch [112][480/627] lr: 6.000e-03, eta: 6:55:21, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8372, loss_cls: 1.4333, loss: 1.4333, grad_norm: 2.9710 2020-09-12 05:29:56,900 - mmaction - INFO - Epoch [112][500/627] lr: 6.000e-03, eta: 6:55:00, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8345, loss_cls: 1.4432, loss: 1.4432, grad_norm: 2.9417 2020-09-12 05:30:17,463 - mmaction - INFO - Epoch [112][520/627] lr: 6.000e-03, eta: 6:54:39, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6633, top5_acc: 0.8454, loss_cls: 1.4217, loss: 1.4217, grad_norm: 2.9581 2020-09-12 05:30:37,981 - mmaction - INFO - Epoch [112][540/627] lr: 6.000e-03, eta: 6:54:18, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6596, top5_acc: 0.8466, loss_cls: 1.4152, loss: 1.4152, grad_norm: 2.9799 2020-09-12 05:30:58,646 - mmaction - INFO - Epoch [112][560/627] lr: 6.000e-03, eta: 6:53:57, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6465, top5_acc: 0.8264, loss_cls: 1.5111, loss: 1.5111, grad_norm: 3.0427 2020-09-12 05:31:19,133 - mmaction - INFO - Epoch [112][580/627] lr: 6.000e-03, eta: 6:53:37, time: 1.027, data_time: 0.015, memory: 8470, top1_acc: 0.6465, top5_acc: 0.8340, loss_cls: 1.4947, loss: 1.4947, grad_norm: 3.0618 2020-09-12 05:31:39,694 - mmaction - INFO - Epoch [112][600/627] lr: 6.000e-03, eta: 6:53:16, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.6516, top5_acc: 0.8397, loss_cls: 1.4575, loss: 1.4575, grad_norm: 2.9878 2020-09-12 05:32:00,377 - mmaction - INFO - Epoch [112][620/627] lr: 6.000e-03, eta: 6:52:55, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6548, top5_acc: 0.8402, loss_cls: 1.4533, loss: 1.4533, grad_norm: 3.0216 2020-09-12 05:32:38,472 - mmaction - INFO - Epoch [113][20/627] lr: 6.000e-03, eta: 6:52:28, time: 1.620, data_time: 0.510, memory: 8470, top1_acc: 0.6589, top5_acc: 0.8478, loss_cls: 1.4215, loss: 1.4215, grad_norm: 2.9937 2020-09-12 05:32:59,073 - mmaction - INFO - Epoch [113][40/627] lr: 6.000e-03, eta: 6:52:07, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8423, loss_cls: 1.4161, loss: 1.4161, grad_norm: 2.9857 2020-09-12 05:33:19,642 - mmaction - INFO - Epoch [113][60/627] lr: 6.000e-03, eta: 6:51:47, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6592, top5_acc: 0.8391, loss_cls: 1.4358, loss: 1.4358, grad_norm: 2.9749 2020-09-12 05:33:40,099 - mmaction - INFO - Epoch [113][80/627] lr: 6.000e-03, eta: 6:51:26, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.6650, top5_acc: 0.8462, loss_cls: 1.4141, loss: 1.4141, grad_norm: 2.9880 2020-09-12 05:34:00,653 - mmaction - INFO - Epoch [113][100/627] lr: 6.000e-03, eta: 6:51:05, time: 1.020, data_time: 0.014, memory: 8470, top1_acc: 0.6669, top5_acc: 0.8440, loss_cls: 1.4116, loss: 1.4116, grad_norm: 2.9904 2020-09-12 05:34:21,204 - mmaction - INFO - Epoch [113][120/627] lr: 6.000e-03, eta: 6:50:44, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6561, top5_acc: 0.8414, loss_cls: 1.4427, loss: 1.4427, grad_norm: 3.0575 2020-09-12 05:34:41,803 - mmaction - INFO - Epoch [113][140/627] lr: 6.000e-03, eta: 6:50:23, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6620, top5_acc: 0.8379, loss_cls: 1.4446, loss: 1.4446, grad_norm: 3.0193 2020-09-12 05:35:02,411 - mmaction - INFO - Epoch [113][160/627] lr: 6.000e-03, eta: 6:50:02, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6552, top5_acc: 0.8395, loss_cls: 1.4594, loss: 1.4594, grad_norm: 3.0843 2020-09-12 05:35:22,991 - mmaction - INFO - Epoch [113][180/627] lr: 6.000e-03, eta: 6:49:41, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6613, top5_acc: 0.8466, loss_cls: 1.4258, loss: 1.4258, grad_norm: 3.0266 2020-09-12 05:35:43,585 - mmaction - INFO - Epoch [113][200/627] lr: 6.000e-03, eta: 6:49:20, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6658, top5_acc: 0.8444, loss_cls: 1.4259, loss: 1.4259, grad_norm: 3.0059 2020-09-12 05:36:04,208 - mmaction - INFO - Epoch [113][220/627] lr: 6.000e-03, eta: 6:49:00, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6589, top5_acc: 0.8438, loss_cls: 1.4338, loss: 1.4338, grad_norm: 3.0492 2020-09-12 05:36:24,716 - mmaction - INFO - Epoch [113][240/627] lr: 6.000e-03, eta: 6:48:39, time: 1.024, data_time: 0.013, memory: 8470, top1_acc: 0.6512, top5_acc: 0.8380, loss_cls: 1.4605, loss: 1.4605, grad_norm: 3.0446 2020-09-12 05:36:45,347 - mmaction - INFO - Epoch [113][260/627] lr: 6.000e-03, eta: 6:48:18, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.6534, top5_acc: 0.8408, loss_cls: 1.4419, loss: 1.4419, grad_norm: 3.0512 2020-09-12 05:37:05,960 - mmaction - INFO - Epoch [113][280/627] lr: 6.000e-03, eta: 6:47:57, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6475, top5_acc: 0.8342, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.0969 2020-09-12 05:37:26,596 - mmaction - INFO - Epoch [113][300/627] lr: 6.000e-03, eta: 6:47:36, time: 1.039, data_time: 0.013, memory: 8470, top1_acc: 0.6449, top5_acc: 0.8354, loss_cls: 1.4819, loss: 1.4819, grad_norm: 3.0673 2020-09-12 05:37:47,117 - mmaction - INFO - Epoch [113][320/627] lr: 6.000e-03, eta: 6:47:15, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6544, top5_acc: 0.8353, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.0108 2020-09-12 05:38:07,676 - mmaction - INFO - Epoch [113][340/627] lr: 6.000e-03, eta: 6:46:54, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.6546, top5_acc: 0.8483, loss_cls: 1.4265, loss: 1.4265, grad_norm: 2.9872 2020-09-12 05:38:28,256 - mmaction - INFO - Epoch [113][360/627] lr: 6.000e-03, eta: 6:46:34, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.6612, top5_acc: 0.8417, loss_cls: 1.4295, loss: 1.4295, grad_norm: 3.0424 2020-09-12 05:38:48,720 - mmaction - INFO - Epoch [113][380/627] lr: 6.000e-03, eta: 6:46:13, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6693, top5_acc: 0.8503, loss_cls: 1.3855, loss: 1.3855, grad_norm: 2.9631 2020-09-12 05:39:09,242 - mmaction - INFO - Epoch [113][400/627] lr: 6.000e-03, eta: 6:45:52, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8401, loss_cls: 1.4534, loss: 1.4534, grad_norm: 3.0350 2020-09-12 05:39:29,823 - mmaction - INFO - Epoch [113][420/627] lr: 6.000e-03, eta: 6:45:31, time: 1.038, data_time: 0.012, memory: 8470, top1_acc: 0.6500, top5_acc: 0.8431, loss_cls: 1.4555, loss: 1.4555, grad_norm: 3.0678 2020-09-12 05:39:50,372 - mmaction - INFO - Epoch [113][440/627] lr: 6.000e-03, eta: 6:45:10, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6650, top5_acc: 0.8464, loss_cls: 1.4300, loss: 1.4300, grad_norm: 3.0375 2020-09-12 05:40:10,910 - mmaction - INFO - Epoch [113][460/627] lr: 6.000e-03, eta: 6:44:49, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6521, top5_acc: 0.8395, loss_cls: 1.4500, loss: 1.4500, grad_norm: 3.0989 2020-09-12 05:40:31,478 - mmaction - INFO - Epoch [113][480/627] lr: 6.000e-03, eta: 6:44:28, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6487, top5_acc: 0.8391, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.0628 2020-09-12 05:40:52,053 - mmaction - INFO - Epoch [113][500/627] lr: 6.000e-03, eta: 6:44:07, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.6549, top5_acc: 0.8458, loss_cls: 1.4333, loss: 1.4333, grad_norm: 3.0362 2020-09-12 05:41:12,527 - mmaction - INFO - Epoch [113][520/627] lr: 6.000e-03, eta: 6:43:47, time: 1.027, data_time: 0.011, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8365, loss_cls: 1.4498, loss: 1.4498, grad_norm: 3.0528 2020-09-12 05:41:33,124 - mmaction - INFO - Epoch [113][540/627] lr: 6.000e-03, eta: 6:43:26, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6430, top5_acc: 0.8389, loss_cls: 1.4927, loss: 1.4927, grad_norm: 3.1467 2020-09-12 05:41:53,582 - mmaction - INFO - Epoch [113][560/627] lr: 6.000e-03, eta: 6:43:05, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6612, top5_acc: 0.8462, loss_cls: 1.4194, loss: 1.4194, grad_norm: 3.0400 2020-09-12 05:42:14,144 - mmaction - INFO - Epoch [113][580/627] lr: 6.000e-03, eta: 6:42:44, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.6518, top5_acc: 0.8397, loss_cls: 1.4528, loss: 1.4528, grad_norm: 3.0599 2020-09-12 05:42:34,841 - mmaction - INFO - Epoch [113][600/627] lr: 6.000e-03, eta: 6:42:23, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6556, top5_acc: 0.8396, loss_cls: 1.4370, loss: 1.4370, grad_norm: 3.0245 2020-09-12 05:42:55,396 - mmaction - INFO - Epoch [113][620/627] lr: 6.000e-03, eta: 6:42:02, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8410, loss_cls: 1.4643, loss: 1.4643, grad_norm: 3.0757 2020-09-12 05:43:33,248 - mmaction - INFO - Epoch [114][20/627] lr: 6.000e-03, eta: 6:41:36, time: 1.606, data_time: 0.448, memory: 8470, top1_acc: 0.6559, top5_acc: 0.8395, loss_cls: 1.4612, loss: 1.4612, grad_norm: 3.0141 2020-09-12 05:43:53,809 - mmaction - INFO - Epoch [114][40/627] lr: 6.000e-03, eta: 6:41:15, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.6655, top5_acc: 0.8539, loss_cls: 1.3811, loss: 1.3811, grad_norm: 3.0585 2020-09-12 05:44:14,291 - mmaction - INFO - Epoch [114][60/627] lr: 6.000e-03, eta: 6:40:54, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6677, top5_acc: 0.8451, loss_cls: 1.4020, loss: 1.4020, grad_norm: 3.0232 2020-09-12 05:44:34,883 - mmaction - INFO - Epoch [114][80/627] lr: 6.000e-03, eta: 6:40:33, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.6629, top5_acc: 0.8449, loss_cls: 1.4127, loss: 1.4127, grad_norm: 3.0229 2020-09-12 05:44:55,520 - mmaction - INFO - Epoch [114][100/627] lr: 6.000e-03, eta: 6:40:12, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6615, top5_acc: 0.8434, loss_cls: 1.4213, loss: 1.4213, grad_norm: 3.0132 2020-09-12 05:45:16,035 - mmaction - INFO - Epoch [114][120/627] lr: 6.000e-03, eta: 6:39:51, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.6650, top5_acc: 0.8487, loss_cls: 1.4211, loss: 1.4211, grad_norm: 3.0250 2020-09-12 05:45:36,591 - mmaction - INFO - Epoch [114][140/627] lr: 6.000e-03, eta: 6:39:30, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8444, loss_cls: 1.4216, loss: 1.4216, grad_norm: 3.0345 2020-09-12 05:45:57,116 - mmaction - INFO - Epoch [114][160/627] lr: 6.000e-03, eta: 6:39:09, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6540, top5_acc: 0.8430, loss_cls: 1.4383, loss: 1.4383, grad_norm: 3.0344 2020-09-12 05:46:17,641 - mmaction - INFO - Epoch [114][180/627] lr: 6.000e-03, eta: 6:38:49, time: 1.022, data_time: 0.002, memory: 8470, top1_acc: 0.6646, top5_acc: 0.8512, loss_cls: 1.3793, loss: 1.3793, grad_norm: 2.9949 2020-09-12 05:46:38,242 - mmaction - INFO - Epoch [114][200/627] lr: 6.000e-03, eta: 6:38:28, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6604, top5_acc: 0.8419, loss_cls: 1.4199, loss: 1.4199, grad_norm: 3.0580 2020-09-12 05:46:58,745 - mmaction - INFO - Epoch [114][220/627] lr: 6.000e-03, eta: 6:38:07, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6547, top5_acc: 0.8428, loss_cls: 1.4334, loss: 1.4334, grad_norm: 3.0476 2020-09-12 05:47:19,219 - mmaction - INFO - Epoch [114][240/627] lr: 6.000e-03, eta: 6:37:46, time: 1.014, data_time: 0.004, memory: 8470, top1_acc: 0.6594, top5_acc: 0.8432, loss_cls: 1.4217, loss: 1.4217, grad_norm: 3.0339 2020-09-12 05:47:39,766 - mmaction - INFO - Epoch [114][260/627] lr: 6.000e-03, eta: 6:37:25, time: 1.035, data_time: 0.013, memory: 8470, top1_acc: 0.6585, top5_acc: 0.8361, loss_cls: 1.4430, loss: 1.4430, grad_norm: 3.0546 2020-09-12 05:48:00,335 - mmaction - INFO - Epoch [114][280/627] lr: 6.000e-03, eta: 6:37:04, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6608, top5_acc: 0.8371, loss_cls: 1.4476, loss: 1.4476, grad_norm: 3.0763 2020-09-12 05:48:20,874 - mmaction - INFO - Epoch [114][300/627] lr: 6.000e-03, eta: 6:36:43, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.6594, top5_acc: 0.8397, loss_cls: 1.4430, loss: 1.4430, grad_norm: 3.0678 2020-09-12 05:48:41,415 - mmaction - INFO - Epoch [114][320/627] lr: 6.000e-03, eta: 6:36:22, time: 1.023, data_time: 0.010, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8421, loss_cls: 1.4319, loss: 1.4319, grad_norm: 3.0437 2020-09-12 05:49:01,925 - mmaction - INFO - Epoch [114][340/627] lr: 6.000e-03, eta: 6:36:02, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.1025 2020-09-12 05:49:22,472 - mmaction - INFO - Epoch [114][360/627] lr: 6.000e-03, eta: 6:35:41, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6536, top5_acc: 0.8443, loss_cls: 1.4490, loss: 1.4490, grad_norm: 3.1064 2020-09-12 05:49:43,050 - mmaction - INFO - Epoch [114][380/627] lr: 6.000e-03, eta: 6:35:20, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.6613, top5_acc: 0.8411, loss_cls: 1.4270, loss: 1.4270, grad_norm: 3.0588 2020-09-12 05:50:03,695 - mmaction - INFO - Epoch [114][400/627] lr: 6.000e-03, eta: 6:34:59, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6475, top5_acc: 0.8387, loss_cls: 1.4615, loss: 1.4615, grad_norm: 3.0821 2020-09-12 05:50:24,174 - mmaction - INFO - Epoch [114][420/627] lr: 6.000e-03, eta: 6:34:38, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6553, top5_acc: 0.8396, loss_cls: 1.4477, loss: 1.4477, grad_norm: 3.0418 2020-09-12 05:50:44,743 - mmaction - INFO - Epoch [114][440/627] lr: 6.000e-03, eta: 6:34:17, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6639, top5_acc: 0.8466, loss_cls: 1.4277, loss: 1.4277, grad_norm: 3.0457 2020-09-12 05:51:05,259 - mmaction - INFO - Epoch [114][460/627] lr: 6.000e-03, eta: 6:33:56, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.6526, top5_acc: 0.8318, loss_cls: 1.4840, loss: 1.4840, grad_norm: 3.0850 2020-09-12 05:51:25,737 - mmaction - INFO - Epoch [114][480/627] lr: 6.000e-03, eta: 6:33:36, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8392, loss_cls: 1.4485, loss: 1.4485, grad_norm: 3.0369 2020-09-12 05:51:46,214 - mmaction - INFO - Epoch [114][500/627] lr: 6.000e-03, eta: 6:33:15, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6586, top5_acc: 0.8470, loss_cls: 1.4263, loss: 1.4263, grad_norm: 3.0879 2020-09-12 05:52:06,790 - mmaction - INFO - Epoch [114][520/627] lr: 6.000e-03, eta: 6:32:54, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6471, top5_acc: 0.8395, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.0872 2020-09-12 05:52:27,253 - mmaction - INFO - Epoch [114][540/627] lr: 6.000e-03, eta: 6:32:33, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6367, top5_acc: 0.8346, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.1398 2020-09-12 05:52:47,808 - mmaction - INFO - Epoch [114][560/627] lr: 6.000e-03, eta: 6:32:12, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6570, top5_acc: 0.8393, loss_cls: 1.4475, loss: 1.4475, grad_norm: 3.0599 2020-09-12 05:53:08,406 - mmaction - INFO - Epoch [114][580/627] lr: 6.000e-03, eta: 6:31:51, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6592, top5_acc: 0.8368, loss_cls: 1.4414, loss: 1.4414, grad_norm: 3.0798 2020-09-12 05:53:29,002 - mmaction - INFO - Epoch [114][600/627] lr: 6.000e-03, eta: 6:31:30, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.6596, top5_acc: 0.8411, loss_cls: 1.4373, loss: 1.4373, grad_norm: 3.0878 2020-09-12 05:53:49,673 - mmaction - INFO - Epoch [114][620/627] lr: 6.000e-03, eta: 6:31:09, time: 1.040, data_time: 0.027, memory: 8470, top1_acc: 0.6612, top5_acc: 0.8479, loss_cls: 1.4076, loss: 1.4076, grad_norm: 3.0328 2020-09-12 05:54:26,930 - mmaction - INFO - Epoch [115][20/627] lr: 6.000e-03, eta: 6:30:43, time: 1.578, data_time: 0.535, memory: 8470, top1_acc: 0.6648, top5_acc: 0.8387, loss_cls: 1.4341, loss: 1.4341, grad_norm: 3.0650 2020-09-12 05:54:47,468 - mmaction - INFO - Epoch [115][40/627] lr: 6.000e-03, eta: 6:30:22, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6594, top5_acc: 0.8404, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.0378 2020-09-12 05:55:08,029 - mmaction - INFO - Epoch [115][60/627] lr: 6.000e-03, eta: 6:30:01, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6621, top5_acc: 0.8486, loss_cls: 1.3935, loss: 1.3935, grad_norm: 3.0464 2020-09-12 05:55:28,582 - mmaction - INFO - Epoch [115][80/627] lr: 6.000e-03, eta: 6:29:40, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8492, loss_cls: 1.3879, loss: 1.3879, grad_norm: 2.9986 2020-09-12 05:55:49,213 - mmaction - INFO - Epoch [115][100/627] lr: 6.000e-03, eta: 6:29:19, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6568, top5_acc: 0.8426, loss_cls: 1.4277, loss: 1.4277, grad_norm: 3.0894 2020-09-12 05:56:09,755 - mmaction - INFO - Epoch [115][120/627] lr: 6.000e-03, eta: 6:28:58, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6648, top5_acc: 0.8520, loss_cls: 1.3757, loss: 1.3757, grad_norm: 3.0282 2020-09-12 05:56:30,259 - mmaction - INFO - Epoch [115][140/627] lr: 6.000e-03, eta: 6:28:37, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.6503, top5_acc: 0.8406, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.1050 2020-09-12 05:56:50,833 - mmaction - INFO - Epoch [115][160/627] lr: 6.000e-03, eta: 6:28:16, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6674, top5_acc: 0.8490, loss_cls: 1.3925, loss: 1.3925, grad_norm: 3.0495 2020-09-12 05:57:11,481 - mmaction - INFO - Epoch [115][180/627] lr: 6.000e-03, eta: 6:27:56, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6674, top5_acc: 0.8418, loss_cls: 1.4205, loss: 1.4205, grad_norm: 3.0484 2020-09-12 05:57:32,021 - mmaction - INFO - Epoch [115][200/627] lr: 6.000e-03, eta: 6:27:35, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.6714, top5_acc: 0.8445, loss_cls: 1.3937, loss: 1.3937, grad_norm: 3.0417 2020-09-12 05:57:52,605 - mmaction - INFO - Epoch [115][220/627] lr: 6.000e-03, eta: 6:27:14, time: 1.027, data_time: 0.002, memory: 8470, top1_acc: 0.6613, top5_acc: 0.8396, loss_cls: 1.4450, loss: 1.4450, grad_norm: 3.1299 2020-09-12 05:58:13,226 - mmaction - INFO - Epoch [115][240/627] lr: 6.000e-03, eta: 6:26:53, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6540, top5_acc: 0.8404, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.1583 2020-09-12 05:58:33,751 - mmaction - INFO - Epoch [115][260/627] lr: 6.000e-03, eta: 6:26:32, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6523, top5_acc: 0.8339, loss_cls: 1.4671, loss: 1.4671, grad_norm: 3.0942 2020-09-12 05:58:54,277 - mmaction - INFO - Epoch [115][280/627] lr: 6.000e-03, eta: 6:26:11, time: 1.016, data_time: 0.004, memory: 8470, top1_acc: 0.6516, top5_acc: 0.8371, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.0922 2020-09-12 05:59:14,950 - mmaction - INFO - Epoch [115][300/627] lr: 6.000e-03, eta: 6:25:51, time: 1.044, data_time: 0.017, memory: 8470, top1_acc: 0.6585, top5_acc: 0.8380, loss_cls: 1.4511, loss: 1.4511, grad_norm: 3.1124 2020-09-12 05:59:35,573 - mmaction - INFO - Epoch [115][320/627] lr: 6.000e-03, eta: 6:25:30, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6646, top5_acc: 0.8466, loss_cls: 1.4050, loss: 1.4050, grad_norm: 3.0797 2020-09-12 05:59:56,195 - mmaction - INFO - Epoch [115][340/627] lr: 6.000e-03, eta: 6:25:09, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.6625, top5_acc: 0.8462, loss_cls: 1.4186, loss: 1.4186, grad_norm: 3.1118 2020-09-12 06:00:16,852 - mmaction - INFO - Epoch [115][360/627] lr: 6.000e-03, eta: 6:24:48, time: 1.036, data_time: 0.009, memory: 8470, top1_acc: 0.6556, top5_acc: 0.8408, loss_cls: 1.4300, loss: 1.4300, grad_norm: 3.1004 2020-09-12 06:00:37,362 - mmaction - INFO - Epoch [115][380/627] lr: 6.000e-03, eta: 6:24:27, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6648, top5_acc: 0.8401, loss_cls: 1.4315, loss: 1.4315, grad_norm: 3.0824 2020-09-12 06:00:57,963 - mmaction - INFO - Epoch [115][400/627] lr: 6.000e-03, eta: 6:24:06, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6712, top5_acc: 0.8452, loss_cls: 1.4101, loss: 1.4101, grad_norm: 3.0515 2020-09-12 06:01:18,458 - mmaction - INFO - Epoch [115][420/627] lr: 6.000e-03, eta: 6:23:45, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6585, top5_acc: 0.8405, loss_cls: 1.4218, loss: 1.4218, grad_norm: 3.0572 2020-09-12 06:01:39,134 - mmaction - INFO - Epoch [115][440/627] lr: 6.000e-03, eta: 6:23:25, time: 1.033, data_time: 0.002, memory: 8470, top1_acc: 0.6608, top5_acc: 0.8452, loss_cls: 1.4179, loss: 1.4179, grad_norm: 3.0750 2020-09-12 06:01:59,689 - mmaction - INFO - Epoch [115][460/627] lr: 6.000e-03, eta: 6:23:04, time: 1.018, data_time: 0.007, memory: 8470, top1_acc: 0.6560, top5_acc: 0.8404, loss_cls: 1.4271, loss: 1.4271, grad_norm: 3.0512 2020-09-12 06:02:20,321 - mmaction - INFO - Epoch [115][480/627] lr: 6.000e-03, eta: 6:22:43, time: 1.041, data_time: 0.016, memory: 8470, top1_acc: 0.6655, top5_acc: 0.8451, loss_cls: 1.4069, loss: 1.4069, grad_norm: 2.9942 2020-09-12 06:02:40,848 - mmaction - INFO - Epoch [115][500/627] lr: 6.000e-03, eta: 6:22:22, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.6578, top5_acc: 0.8379, loss_cls: 1.4565, loss: 1.4565, grad_norm: 3.0941 2020-09-12 06:03:01,466 - mmaction - INFO - Epoch [115][520/627] lr: 6.000e-03, eta: 6:22:01, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8432, loss_cls: 1.4236, loss: 1.4236, grad_norm: 3.0735 2020-09-12 06:03:21,954 - mmaction - INFO - Epoch [115][540/627] lr: 6.000e-03, eta: 6:21:40, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6596, top5_acc: 0.8430, loss_cls: 1.4268, loss: 1.4268, grad_norm: 3.1075 2020-09-12 06:03:42,437 - mmaction - INFO - Epoch [115][560/627] lr: 6.000e-03, eta: 6:21:19, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.6556, top5_acc: 0.8411, loss_cls: 1.4297, loss: 1.4297, grad_norm: 3.1204 2020-09-12 06:04:03,041 - mmaction - INFO - Epoch [115][580/627] lr: 6.000e-03, eta: 6:20:59, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6501, top5_acc: 0.8340, loss_cls: 1.4645, loss: 1.4645, grad_norm: 3.1312 2020-09-12 06:04:23,621 - mmaction - INFO - Epoch [115][600/627] lr: 6.000e-03, eta: 6:20:38, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6514, top5_acc: 0.8327, loss_cls: 1.4813, loss: 1.4813, grad_norm: 3.1633 2020-09-12 06:04:44,169 - mmaction - INFO - Epoch [115][620/627] lr: 6.000e-03, eta: 6:20:17, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6591, top5_acc: 0.8438, loss_cls: 1.4274, loss: 1.4274, grad_norm: 3.1455 2020-09-12 06:05:04,142 - mmaction - INFO - Saving checkpoint at 115 epochs 2020-09-12 06:06:03,991 - mmaction - INFO - Epoch [116][20/627] lr: 6.000e-03, eta: 6:19:58, time: 2.935, data_time: 1.864, memory: 8470, top1_acc: 0.6599, top5_acc: 0.8391, loss_cls: 1.4400, loss: 1.4400, grad_norm: 3.1114 2020-09-12 06:06:24,515 - mmaction - INFO - Epoch [116][40/627] lr: 6.000e-03, eta: 6:19:37, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.6671, top5_acc: 0.8504, loss_cls: 1.3819, loss: 1.3819, grad_norm: 3.0885 2020-09-12 06:06:45,041 - mmaction - INFO - Epoch [116][60/627] lr: 6.000e-03, eta: 6:19:16, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6740, top5_acc: 0.8501, loss_cls: 1.3717, loss: 1.3717, grad_norm: 3.0521 2020-09-12 06:07:05,535 - mmaction - INFO - Epoch [116][80/627] lr: 6.000e-03, eta: 6:18:55, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6668, top5_acc: 0.8409, loss_cls: 1.4158, loss: 1.4158, grad_norm: 3.0939 2020-09-12 06:07:26,121 - mmaction - INFO - Epoch [116][100/627] lr: 6.000e-03, eta: 6:18:35, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6672, top5_acc: 0.8436, loss_cls: 1.4040, loss: 1.4040, grad_norm: 3.0422 2020-09-12 06:07:46,704 - mmaction - INFO - Epoch [116][120/627] lr: 6.000e-03, eta: 6:18:14, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6655, top5_acc: 0.8406, loss_cls: 1.4113, loss: 1.4113, grad_norm: 3.0957 2020-09-12 06:08:07,275 - mmaction - INFO - Epoch [116][140/627] lr: 6.000e-03, eta: 6:17:53, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6526, top5_acc: 0.8384, loss_cls: 1.4467, loss: 1.4467, grad_norm: 3.1725 2020-09-12 06:08:27,902 - mmaction - INFO - Epoch [116][160/627] lr: 6.000e-03, eta: 6:17:32, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6543, top5_acc: 0.8417, loss_cls: 1.4322, loss: 1.4322, grad_norm: 3.1055 2020-09-12 06:08:48,374 - mmaction - INFO - Epoch [116][180/627] lr: 6.000e-03, eta: 6:17:11, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.6672, top5_acc: 0.8405, loss_cls: 1.4263, loss: 1.4263, grad_norm: 3.0933 2020-09-12 06:09:08,919 - mmaction - INFO - Epoch [116][200/627] lr: 6.000e-03, eta: 6:16:50, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6621, top5_acc: 0.8419, loss_cls: 1.4234, loss: 1.4234, grad_norm: 3.1003 2020-09-12 06:09:29,503 - mmaction - INFO - Epoch [116][220/627] lr: 6.000e-03, eta: 6:16:29, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6598, top5_acc: 0.8439, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.1197 2020-09-12 06:09:50,010 - mmaction - INFO - Epoch [116][240/627] lr: 6.000e-03, eta: 6:16:08, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.6605, top5_acc: 0.8402, loss_cls: 1.4348, loss: 1.4348, grad_norm: 3.1026 2020-09-12 06:10:10,507 - mmaction - INFO - Epoch [116][260/627] lr: 6.000e-03, eta: 6:15:48, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6573, top5_acc: 0.8444, loss_cls: 1.4362, loss: 1.4362, grad_norm: 3.1153 2020-09-12 06:10:30,952 - mmaction - INFO - Epoch [116][280/627] lr: 6.000e-03, eta: 6:15:27, time: 1.015, data_time: 0.007, memory: 8470, top1_acc: 0.6632, top5_acc: 0.8417, loss_cls: 1.4382, loss: 1.4382, grad_norm: 3.1274 2020-09-12 06:10:51,497 - mmaction - INFO - Epoch [116][300/627] lr: 6.000e-03, eta: 6:15:06, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6655, top5_acc: 0.8444, loss_cls: 1.3947, loss: 1.3947, grad_norm: 3.0838 2020-09-12 06:11:12,064 - mmaction - INFO - Epoch [116][320/627] lr: 6.000e-03, eta: 6:14:45, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6583, top5_acc: 0.8448, loss_cls: 1.4371, loss: 1.4371, grad_norm: 3.1093 2020-09-12 06:11:32,536 - mmaction - INFO - Epoch [116][340/627] lr: 6.000e-03, eta: 6:14:24, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6641, top5_acc: 0.8431, loss_cls: 1.4083, loss: 1.4083, grad_norm: 3.1234 2020-09-12 06:11:53,049 - mmaction - INFO - Epoch [116][360/627] lr: 6.000e-03, eta: 6:14:03, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4384, loss: 1.4384, grad_norm: 3.1924 2020-09-12 06:12:13,542 - mmaction - INFO - Epoch [116][380/627] lr: 6.000e-03, eta: 6:13:42, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6609, top5_acc: 0.8471, loss_cls: 1.4179, loss: 1.4179, grad_norm: 3.1675 2020-09-12 06:12:34,187 - mmaction - INFO - Epoch [116][400/627] lr: 6.000e-03, eta: 6:13:22, time: 1.032, data_time: 0.003, memory: 8470, top1_acc: 0.6503, top5_acc: 0.8315, loss_cls: 1.4756, loss: 1.4756, grad_norm: 3.1790 2020-09-12 06:12:54,734 - mmaction - INFO - Epoch [116][420/627] lr: 6.000e-03, eta: 6:13:01, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6654, top5_acc: 0.8447, loss_cls: 1.4316, loss: 1.4316, grad_norm: 3.1208 2020-09-12 06:13:15,234 - mmaction - INFO - Epoch [116][440/627] lr: 6.000e-03, eta: 6:12:40, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6599, top5_acc: 0.8464, loss_cls: 1.4180, loss: 1.4180, grad_norm: 3.1467 2020-09-12 06:13:35,792 - mmaction - INFO - Epoch [116][460/627] lr: 6.000e-03, eta: 6:12:19, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.6632, top5_acc: 0.8456, loss_cls: 1.4120, loss: 1.4120, grad_norm: 3.0902 2020-09-12 06:13:56,297 - mmaction - INFO - Epoch [116][480/627] lr: 6.000e-03, eta: 6:11:58, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6557, top5_acc: 0.8368, loss_cls: 1.4520, loss: 1.4520, grad_norm: 3.1383 2020-09-12 06:14:16,867 - mmaction - INFO - Epoch [116][500/627] lr: 6.000e-03, eta: 6:11:37, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6630, top5_acc: 0.8436, loss_cls: 1.4201, loss: 1.4201, grad_norm: 3.1418 2020-09-12 06:14:37,526 - mmaction - INFO - Epoch [116][520/627] lr: 6.000e-03, eta: 6:11:16, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.6520, top5_acc: 0.8400, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.1158 2020-09-12 06:14:58,165 - mmaction - INFO - Epoch [116][540/627] lr: 6.000e-03, eta: 6:10:55, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6512, top5_acc: 0.8383, loss_cls: 1.4718, loss: 1.4718, grad_norm: 3.1544 2020-09-12 06:15:18,799 - mmaction - INFO - Epoch [116][560/627] lr: 6.000e-03, eta: 6:10:35, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.6600, top5_acc: 0.8388, loss_cls: 1.4406, loss: 1.4406, grad_norm: 3.1131 2020-09-12 06:15:39,256 - mmaction - INFO - Epoch [116][580/627] lr: 6.000e-03, eta: 6:10:14, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8531, loss_cls: 1.3816, loss: 1.3816, grad_norm: 3.0918 2020-09-12 06:15:59,749 - mmaction - INFO - Epoch [116][600/627] lr: 6.000e-03, eta: 6:09:53, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8418, loss_cls: 1.4344, loss: 1.4344, grad_norm: 3.1073 2020-09-12 06:16:20,252 - mmaction - INFO - Epoch [116][620/627] lr: 6.000e-03, eta: 6:09:32, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.6568, top5_acc: 0.8332, loss_cls: 1.4625, loss: 1.4625, grad_norm: 3.1672 2020-09-12 06:16:58,169 - mmaction - INFO - Epoch [117][20/627] lr: 6.000e-03, eta: 6:09:05, time: 1.603, data_time: 0.474, memory: 8470, top1_acc: 0.6720, top5_acc: 0.8486, loss_cls: 1.4063, loss: 1.4063, grad_norm: 3.1344 2020-09-12 06:17:18,698 - mmaction - INFO - Epoch [117][40/627] lr: 6.000e-03, eta: 6:08:44, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6749, top5_acc: 0.8478, loss_cls: 1.3764, loss: 1.3764, grad_norm: 3.0875 2020-09-12 06:17:39,359 - mmaction - INFO - Epoch [117][60/627] lr: 6.000e-03, eta: 6:08:23, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6604, top5_acc: 0.8431, loss_cls: 1.4118, loss: 1.4118, grad_norm: 3.1443 2020-09-12 06:17:59,921 - mmaction - INFO - Epoch [117][80/627] lr: 6.000e-03, eta: 6:08:02, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6678, top5_acc: 0.8475, loss_cls: 1.4030, loss: 1.4030, grad_norm: 3.1261 2020-09-12 06:18:20,550 - mmaction - INFO - Epoch [117][100/627] lr: 6.000e-03, eta: 6:07:42, time: 1.037, data_time: 0.017, memory: 8470, top1_acc: 0.6613, top5_acc: 0.8391, loss_cls: 1.4365, loss: 1.4365, grad_norm: 3.1139 2020-09-12 06:18:41,020 - mmaction - INFO - Epoch [117][120/627] lr: 6.000e-03, eta: 6:07:21, time: 1.022, data_time: 0.012, memory: 8470, top1_acc: 0.6600, top5_acc: 0.8440, loss_cls: 1.4083, loss: 1.4083, grad_norm: 3.1119 2020-09-12 06:19:01,636 - mmaction - INFO - Epoch [117][140/627] lr: 6.000e-03, eta: 6:07:00, time: 1.029, data_time: 0.017, memory: 8470, top1_acc: 0.6625, top5_acc: 0.8454, loss_cls: 1.4056, loss: 1.4056, grad_norm: 3.1316 2020-09-12 06:19:22,157 - mmaction - INFO - Epoch [117][160/627] lr: 6.000e-03, eta: 6:06:39, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6598, top5_acc: 0.8439, loss_cls: 1.4274, loss: 1.4274, grad_norm: 3.1634 2020-09-12 06:19:42,752 - mmaction - INFO - Epoch [117][180/627] lr: 6.000e-03, eta: 6:06:18, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.6658, top5_acc: 0.8470, loss_cls: 1.4120, loss: 1.4120, grad_norm: 3.1330 2020-09-12 06:20:03,325 - mmaction - INFO - Epoch [117][200/627] lr: 6.000e-03, eta: 6:05:57, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6635, top5_acc: 0.8444, loss_cls: 1.4097, loss: 1.4097, grad_norm: 3.1357 2020-09-12 06:20:23,943 - mmaction - INFO - Epoch [117][220/627] lr: 6.000e-03, eta: 6:05:36, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6587, top5_acc: 0.8410, loss_cls: 1.4405, loss: 1.4405, grad_norm: 3.1815 2020-09-12 06:20:44,571 - mmaction - INFO - Epoch [117][240/627] lr: 6.000e-03, eta: 6:05:16, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6674, top5_acc: 0.8499, loss_cls: 1.4042, loss: 1.4042, grad_norm: 3.1345 2020-09-12 06:21:05,171 - mmaction - INFO - Epoch [117][260/627] lr: 6.000e-03, eta: 6:04:55, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6611, top5_acc: 0.8397, loss_cls: 1.4319, loss: 1.4319, grad_norm: 3.1347 2020-09-12 06:21:25,724 - mmaction - INFO - Epoch [117][280/627] lr: 6.000e-03, eta: 6:04:34, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.6573, top5_acc: 0.8458, loss_cls: 1.4209, loss: 1.4209, grad_norm: 3.1415 2020-09-12 06:21:46,167 - mmaction - INFO - Epoch [117][300/627] lr: 6.000e-03, eta: 6:04:13, time: 1.030, data_time: 0.016, memory: 8470, top1_acc: 0.6612, top5_acc: 0.8462, loss_cls: 1.4162, loss: 1.4162, grad_norm: 3.1620 2020-09-12 06:22:06,646 - mmaction - INFO - Epoch [117][320/627] lr: 6.000e-03, eta: 6:03:52, time: 1.023, data_time: 0.002, memory: 8470, top1_acc: 0.6656, top5_acc: 0.8440, loss_cls: 1.4060, loss: 1.4060, grad_norm: 3.1478 2020-09-12 06:22:27,180 - mmaction - INFO - Epoch [117][340/627] lr: 6.000e-03, eta: 6:03:31, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6577, top5_acc: 0.8389, loss_cls: 1.4402, loss: 1.4402, grad_norm: 3.1353 2020-09-12 06:22:47,692 - mmaction - INFO - Epoch [117][360/627] lr: 6.000e-03, eta: 6:03:10, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.6503, top5_acc: 0.8363, loss_cls: 1.4629, loss: 1.4629, grad_norm: 3.1660 2020-09-12 06:23:08,219 - mmaction - INFO - Epoch [117][380/627] lr: 6.000e-03, eta: 6:02:49, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.6703, top5_acc: 0.8495, loss_cls: 1.3731, loss: 1.3731, grad_norm: 3.0791 2020-09-12 06:23:28,827 - mmaction - INFO - Epoch [117][400/627] lr: 6.000e-03, eta: 6:02:29, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6633, top5_acc: 0.8467, loss_cls: 1.4098, loss: 1.4098, grad_norm: 3.1310 2020-09-12 06:23:49,399 - mmaction - INFO - Epoch [117][420/627] lr: 6.000e-03, eta: 6:02:08, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6669, top5_acc: 0.8479, loss_cls: 1.4041, loss: 1.4041, grad_norm: 3.1571 2020-09-12 06:24:09,969 - mmaction - INFO - Epoch [117][440/627] lr: 6.000e-03, eta: 6:01:47, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6664, top5_acc: 0.8467, loss_cls: 1.4213, loss: 1.4213, grad_norm: 3.1669 2020-09-12 06:24:30,594 - mmaction - INFO - Epoch [117][460/627] lr: 6.000e-03, eta: 6:01:26, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6557, top5_acc: 0.8375, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.2006 2020-09-12 06:24:51,186 - mmaction - INFO - Epoch [117][480/627] lr: 6.000e-03, eta: 6:01:05, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6536, top5_acc: 0.8419, loss_cls: 1.4636, loss: 1.4636, grad_norm: 3.2091 2020-09-12 06:25:11,641 - mmaction - INFO - Epoch [117][500/627] lr: 6.000e-03, eta: 6:00:44, time: 1.025, data_time: 0.016, memory: 8470, top1_acc: 0.6698, top5_acc: 0.8488, loss_cls: 1.3775, loss: 1.3775, grad_norm: 3.1250 2020-09-12 06:25:32,286 - mmaction - INFO - Epoch [117][520/627] lr: 6.000e-03, eta: 6:00:24, time: 1.031, data_time: 0.003, memory: 8470, top1_acc: 0.6624, top5_acc: 0.8428, loss_cls: 1.4269, loss: 1.4269, grad_norm: 3.1300 2020-09-12 06:25:52,836 - mmaction - INFO - Epoch [117][540/627] lr: 6.000e-03, eta: 6:00:03, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6516, top5_acc: 0.8348, loss_cls: 1.4636, loss: 1.4636, grad_norm: 3.1894 2020-09-12 06:26:13,362 - mmaction - INFO - Epoch [117][560/627] lr: 6.000e-03, eta: 5:59:42, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.6595, top5_acc: 0.8389, loss_cls: 1.4356, loss: 1.4356, grad_norm: 3.1560 2020-09-12 06:26:33,920 - mmaction - INFO - Epoch [117][580/627] lr: 6.000e-03, eta: 5:59:21, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6564, top5_acc: 0.8385, loss_cls: 1.4389, loss: 1.4389, grad_norm: 3.1596 2020-09-12 06:26:54,644 - mmaction - INFO - Epoch [117][600/627] lr: 6.000e-03, eta: 5:59:00, time: 1.036, data_time: 0.004, memory: 8470, top1_acc: 0.6526, top5_acc: 0.8409, loss_cls: 1.4382, loss: 1.4382, grad_norm: 3.1767 2020-09-12 06:27:15,275 - mmaction - INFO - Epoch [117][620/627] lr: 6.000e-03, eta: 5:58:39, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6612, top5_acc: 0.8436, loss_cls: 1.4050, loss: 1.4050, grad_norm: 3.1355 2020-09-12 06:27:52,631 - mmaction - INFO - Epoch [118][20/627] lr: 6.000e-03, eta: 5:58:12, time: 1.587, data_time: 0.537, memory: 8470, top1_acc: 0.6708, top5_acc: 0.8431, loss_cls: 1.3814, loss: 1.3814, grad_norm: 3.0715 2020-09-12 06:28:13,258 - mmaction - INFO - Epoch [118][40/627] lr: 6.000e-03, eta: 5:57:51, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8428, loss_cls: 1.4259, loss: 1.4259, grad_norm: 3.1254 2020-09-12 06:28:33,877 - mmaction - INFO - Epoch [118][60/627] lr: 6.000e-03, eta: 5:57:31, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6690, top5_acc: 0.8499, loss_cls: 1.3724, loss: 1.3724, grad_norm: 3.0905 2020-09-12 06:28:54,470 - mmaction - INFO - Epoch [118][80/627] lr: 6.000e-03, eta: 5:57:10, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6608, top5_acc: 0.8414, loss_cls: 1.4318, loss: 1.4318, grad_norm: 3.1981 2020-09-12 06:29:15,067 - mmaction - INFO - Epoch [118][100/627] lr: 6.000e-03, eta: 5:56:49, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6586, top5_acc: 0.8475, loss_cls: 1.4186, loss: 1.4186, grad_norm: 3.1619 2020-09-12 06:29:35,615 - mmaction - INFO - Epoch [118][120/627] lr: 6.000e-03, eta: 5:56:28, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8467, loss_cls: 1.3975, loss: 1.3975, grad_norm: 3.1290 2020-09-12 06:29:56,215 - mmaction - INFO - Epoch [118][140/627] lr: 6.000e-03, eta: 5:56:07, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6589, top5_acc: 0.8401, loss_cls: 1.4339, loss: 1.4339, grad_norm: 3.1822 2020-09-12 06:30:16,802 - mmaction - INFO - Epoch [118][160/627] lr: 6.000e-03, eta: 5:55:46, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.6548, top5_acc: 0.8426, loss_cls: 1.4388, loss: 1.4388, grad_norm: 3.1831 2020-09-12 06:30:37,412 - mmaction - INFO - Epoch [118][180/627] lr: 6.000e-03, eta: 5:55:25, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6658, top5_acc: 0.8473, loss_cls: 1.3998, loss: 1.3998, grad_norm: 3.1624 2020-09-12 06:30:57,980 - mmaction - INFO - Epoch [118][200/627] lr: 6.000e-03, eta: 5:55:05, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6707, top5_acc: 0.8516, loss_cls: 1.3634, loss: 1.3634, grad_norm: 3.1089 2020-09-12 06:31:18,593 - mmaction - INFO - Epoch [118][220/627] lr: 6.000e-03, eta: 5:54:44, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.6596, top5_acc: 0.8357, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.1986 2020-09-12 06:31:39,189 - mmaction - INFO - Epoch [118][240/627] lr: 6.000e-03, eta: 5:54:23, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6592, top5_acc: 0.8466, loss_cls: 1.4033, loss: 1.4033, grad_norm: 3.1561 2020-09-12 06:31:59,742 - mmaction - INFO - Epoch [118][260/627] lr: 6.000e-03, eta: 5:54:02, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6479, top5_acc: 0.8359, loss_cls: 1.4531, loss: 1.4531, grad_norm: 3.2099 2020-09-12 06:32:20,376 - mmaction - INFO - Epoch [118][280/627] lr: 6.000e-03, eta: 5:53:41, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6520, top5_acc: 0.8368, loss_cls: 1.4649, loss: 1.4649, grad_norm: 3.2159 2020-09-12 06:32:40,972 - mmaction - INFO - Epoch [118][300/627] lr: 6.000e-03, eta: 5:53:20, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6658, top5_acc: 0.8535, loss_cls: 1.3992, loss: 1.3992, grad_norm: 3.1844 2020-09-12 06:33:01,497 - mmaction - INFO - Epoch [118][320/627] lr: 6.000e-03, eta: 5:52:59, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6578, top5_acc: 0.8410, loss_cls: 1.4415, loss: 1.4415, grad_norm: 3.2035 2020-09-12 06:33:21,999 - mmaction - INFO - Epoch [118][340/627] lr: 6.000e-03, eta: 5:52:39, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6732, top5_acc: 0.8445, loss_cls: 1.3837, loss: 1.3837, grad_norm: 3.1242 2020-09-12 06:33:42,563 - mmaction - INFO - Epoch [118][360/627] lr: 6.000e-03, eta: 5:52:18, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6629, top5_acc: 0.8398, loss_cls: 1.4244, loss: 1.4244, grad_norm: 3.1666 2020-09-12 06:34:03,089 - mmaction - INFO - Epoch [118][380/627] lr: 6.000e-03, eta: 5:51:57, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6543, top5_acc: 0.8457, loss_cls: 1.4028, loss: 1.4028, grad_norm: 3.1794 2020-09-12 06:34:23,584 - mmaction - INFO - Epoch [118][400/627] lr: 6.000e-03, eta: 5:51:36, time: 1.016, data_time: 0.005, memory: 8470, top1_acc: 0.6609, top5_acc: 0.8436, loss_cls: 1.4076, loss: 1.4076, grad_norm: 3.1628 2020-09-12 06:34:44,086 - mmaction - INFO - Epoch [118][420/627] lr: 6.000e-03, eta: 5:51:15, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.6592, top5_acc: 0.8418, loss_cls: 1.4410, loss: 1.4410, grad_norm: 3.2400 2020-09-12 06:35:04,595 - mmaction - INFO - Epoch [118][440/627] lr: 6.000e-03, eta: 5:50:54, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.6698, top5_acc: 0.8462, loss_cls: 1.4124, loss: 1.4124, grad_norm: 3.2024 2020-09-12 06:35:25,199 - mmaction - INFO - Epoch [118][460/627] lr: 6.000e-03, eta: 5:50:33, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8469, loss_cls: 1.4139, loss: 1.4139, grad_norm: 3.1903 2020-09-12 06:35:45,714 - mmaction - INFO - Epoch [118][480/627] lr: 6.000e-03, eta: 5:50:12, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6616, top5_acc: 0.8484, loss_cls: 1.4017, loss: 1.4017, grad_norm: 3.2189 2020-09-12 06:36:06,308 - mmaction - INFO - Epoch [118][500/627] lr: 6.000e-03, eta: 5:49:52, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6612, top5_acc: 0.8372, loss_cls: 1.4412, loss: 1.4412, grad_norm: 3.2035 2020-09-12 06:36:26,857 - mmaction - INFO - Epoch [118][520/627] lr: 6.000e-03, eta: 5:49:31, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6596, top5_acc: 0.8441, loss_cls: 1.4222, loss: 1.4222, grad_norm: 3.2110 2020-09-12 06:36:47,379 - mmaction - INFO - Epoch [118][540/627] lr: 6.000e-03, eta: 5:49:10, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.6508, top5_acc: 0.8357, loss_cls: 1.4664, loss: 1.4664, grad_norm: 3.2329 2020-09-12 06:37:07,905 - mmaction - INFO - Epoch [118][560/627] lr: 6.000e-03, eta: 5:48:49, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.6677, top5_acc: 0.8444, loss_cls: 1.4105, loss: 1.4105, grad_norm: 3.1738 2020-09-12 06:37:28,477 - mmaction - INFO - Epoch [118][580/627] lr: 6.000e-03, eta: 5:48:28, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6633, top5_acc: 0.8447, loss_cls: 1.4158, loss: 1.4158, grad_norm: 3.1624 2020-09-12 06:37:49,013 - mmaction - INFO - Epoch [118][600/627] lr: 6.000e-03, eta: 5:48:07, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6602, top5_acc: 0.8479, loss_cls: 1.4016, loss: 1.4016, grad_norm: 3.1682 2020-09-12 06:38:09,554 - mmaction - INFO - Epoch [118][620/627] lr: 6.000e-03, eta: 5:47:46, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.6654, top5_acc: 0.8464, loss_cls: 1.4121, loss: 1.4121, grad_norm: 3.1855 2020-09-12 06:38:47,751 - mmaction - INFO - Epoch [119][20/627] lr: 6.000e-03, eta: 5:47:20, time: 1.618, data_time: 0.547, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8444, loss_cls: 1.4140, loss: 1.4140, grad_norm: 3.1953 2020-09-12 06:39:08,383 - mmaction - INFO - Epoch [119][40/627] lr: 6.000e-03, eta: 5:46:59, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4034, loss: 1.4034, grad_norm: 3.1711 2020-09-12 06:39:28,966 - mmaction - INFO - Epoch [119][60/627] lr: 6.000e-03, eta: 5:46:38, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6639, top5_acc: 0.8409, loss_cls: 1.4052, loss: 1.4052, grad_norm: 3.2282 2020-09-12 06:39:49,465 - mmaction - INFO - Epoch [119][80/627] lr: 6.000e-03, eta: 5:46:17, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6664, top5_acc: 0.8466, loss_cls: 1.3996, loss: 1.3996, grad_norm: 3.1519 2020-09-12 06:40:10,008 - mmaction - INFO - Epoch [119][100/627] lr: 6.000e-03, eta: 5:45:56, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.6694, top5_acc: 0.8423, loss_cls: 1.4042, loss: 1.4042, grad_norm: 3.1661 2020-09-12 06:40:30,579 - mmaction - INFO - Epoch [119][120/627] lr: 6.000e-03, eta: 5:45:35, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6609, top5_acc: 0.8480, loss_cls: 1.4182, loss: 1.4182, grad_norm: 3.1904 2020-09-12 06:40:51,064 - mmaction - INFO - Epoch [119][140/627] lr: 6.000e-03, eta: 5:45:14, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.6576, top5_acc: 0.8423, loss_cls: 1.4412, loss: 1.4412, grad_norm: 3.2112 2020-09-12 06:41:11,614 - mmaction - INFO - Epoch [119][160/627] lr: 6.000e-03, eta: 5:44:54, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6607, top5_acc: 0.8435, loss_cls: 1.4254, loss: 1.4254, grad_norm: 3.2204 2020-09-12 06:41:32,199 - mmaction - INFO - Epoch [119][180/627] lr: 6.000e-03, eta: 5:44:33, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6602, top5_acc: 0.8462, loss_cls: 1.4191, loss: 1.4191, grad_norm: 3.1930 2020-09-12 06:41:52,758 - mmaction - INFO - Epoch [119][200/627] lr: 6.000e-03, eta: 5:44:12, time: 1.029, data_time: 0.016, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8419, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.2076 2020-09-12 06:42:13,360 - mmaction - INFO - Epoch [119][220/627] lr: 6.000e-03, eta: 5:43:51, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6691, top5_acc: 0.8522, loss_cls: 1.3687, loss: 1.3687, grad_norm: 3.1475 2020-09-12 06:42:33,951 - mmaction - INFO - Epoch [119][240/627] lr: 6.000e-03, eta: 5:43:30, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.3951, loss: 1.3951, grad_norm: 3.2166 2020-09-12 06:42:54,431 - mmaction - INFO - Epoch [119][260/627] lr: 6.000e-03, eta: 5:43:09, time: 1.018, data_time: 0.007, memory: 8470, top1_acc: 0.6654, top5_acc: 0.8439, loss_cls: 1.3956, loss: 1.3956, grad_norm: 3.2000 2020-09-12 06:43:14,941 - mmaction - INFO - Epoch [119][280/627] lr: 6.000e-03, eta: 5:42:48, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.6663, top5_acc: 0.8464, loss_cls: 1.3932, loss: 1.3932, grad_norm: 3.1694 2020-09-12 06:43:35,531 - mmaction - INFO - Epoch [119][300/627] lr: 6.000e-03, eta: 5:42:28, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.6797, top5_acc: 0.8552, loss_cls: 1.3544, loss: 1.3544, grad_norm: 3.1183 2020-09-12 06:43:56,010 - mmaction - INFO - Epoch [119][320/627] lr: 6.000e-03, eta: 5:42:07, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6658, top5_acc: 0.8438, loss_cls: 1.4049, loss: 1.4049, grad_norm: 3.1870 2020-09-12 06:44:16,566 - mmaction - INFO - Epoch [119][340/627] lr: 6.000e-03, eta: 5:41:46, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.6622, top5_acc: 0.8445, loss_cls: 1.4256, loss: 1.4256, grad_norm: 3.1606 2020-09-12 06:44:37,217 - mmaction - INFO - Epoch [119][360/627] lr: 6.000e-03, eta: 5:41:25, time: 1.038, data_time: 0.017, memory: 8470, top1_acc: 0.6728, top5_acc: 0.8484, loss_cls: 1.3811, loss: 1.3811, grad_norm: 3.1835 2020-09-12 06:44:57,802 - mmaction - INFO - Epoch [119][380/627] lr: 6.000e-03, eta: 5:41:04, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6687, top5_acc: 0.8510, loss_cls: 1.3758, loss: 1.3758, grad_norm: 3.1744 2020-09-12 06:45:18,348 - mmaction - INFO - Epoch [119][400/627] lr: 6.000e-03, eta: 5:40:43, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.6632, top5_acc: 0.8422, loss_cls: 1.4186, loss: 1.4186, grad_norm: 3.2101 2020-09-12 06:45:38,961 - mmaction - INFO - Epoch [119][420/627] lr: 6.000e-03, eta: 5:40:22, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6586, top5_acc: 0.8382, loss_cls: 1.4484, loss: 1.4484, grad_norm: 3.2620 2020-09-12 06:45:59,493 - mmaction - INFO - Epoch [119][440/627] lr: 6.000e-03, eta: 5:40:02, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8503, loss_cls: 1.3910, loss: 1.3910, grad_norm: 3.2064 2020-09-12 06:46:20,095 - mmaction - INFO - Epoch [119][460/627] lr: 6.000e-03, eta: 5:39:41, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6540, top5_acc: 0.8441, loss_cls: 1.4273, loss: 1.4273, grad_norm: 3.2257 2020-09-12 06:46:40,607 - mmaction - INFO - Epoch [119][480/627] lr: 6.000e-03, eta: 5:39:20, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8436, loss_cls: 1.4136, loss: 1.4136, grad_norm: 3.1618 2020-09-12 06:47:01,140 - mmaction - INFO - Epoch [119][500/627] lr: 6.000e-03, eta: 5:38:59, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6590, top5_acc: 0.8434, loss_cls: 1.4287, loss: 1.4287, grad_norm: 3.2205 2020-09-12 06:47:21,682 - mmaction - INFO - Epoch [119][520/627] lr: 6.000e-03, eta: 5:38:38, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.6595, top5_acc: 0.8439, loss_cls: 1.4272, loss: 1.4272, grad_norm: 3.2548 2020-09-12 06:47:42,284 - mmaction - INFO - Epoch [119][540/627] lr: 6.000e-03, eta: 5:38:17, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.6568, top5_acc: 0.8428, loss_cls: 1.4183, loss: 1.4183, grad_norm: 3.1915 2020-09-12 06:48:02,841 - mmaction - INFO - Epoch [119][560/627] lr: 6.000e-03, eta: 5:37:56, time: 1.027, data_time: 0.013, memory: 8470, top1_acc: 0.6612, top5_acc: 0.8465, loss_cls: 1.4174, loss: 1.4174, grad_norm: 3.2163 2020-09-12 06:48:23,334 - mmaction - INFO - Epoch [119][580/627] lr: 6.000e-03, eta: 5:37:36, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.6730, top5_acc: 0.8501, loss_cls: 1.3801, loss: 1.3801, grad_norm: 3.1767 2020-09-12 06:48:43,734 - mmaction - INFO - Epoch [119][600/627] lr: 6.000e-03, eta: 5:37:15, time: 1.014, data_time: 0.005, memory: 8470, top1_acc: 0.6661, top5_acc: 0.8402, loss_cls: 1.4078, loss: 1.4078, grad_norm: 3.1598 2020-09-12 06:49:04,311 - mmaction - INFO - Epoch [119][620/627] lr: 6.000e-03, eta: 5:36:54, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.6555, top5_acc: 0.8419, loss_cls: 1.4528, loss: 1.4528, grad_norm: 3.2520 2020-09-12 06:49:41,957 - mmaction - INFO - Epoch [120][20/627] lr: 6.000e-03, eta: 5:36:27, time: 1.594, data_time: 0.463, memory: 8470, top1_acc: 0.6638, top5_acc: 0.8445, loss_cls: 1.4134, loss: 1.4134, grad_norm: 3.2011 2020-09-12 06:50:02,589 - mmaction - INFO - Epoch [120][40/627] lr: 6.000e-03, eta: 5:36:06, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.6648, top5_acc: 0.8473, loss_cls: 1.3910, loss: 1.3910, grad_norm: 3.1901 2020-09-12 06:50:23,190 - mmaction - INFO - Epoch [120][60/627] lr: 6.000e-03, eta: 5:35:45, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6690, top5_acc: 0.8480, loss_cls: 1.3904, loss: 1.3904, grad_norm: 3.1921 2020-09-12 06:50:43,747 - mmaction - INFO - Epoch [120][80/627] lr: 6.000e-03, eta: 5:35:24, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.6805, top5_acc: 0.8540, loss_cls: 1.3466, loss: 1.3466, grad_norm: 3.1329 2020-09-12 06:51:04,339 - mmaction - INFO - Epoch [120][100/627] lr: 6.000e-03, eta: 5:35:03, time: 1.034, data_time: 0.010, memory: 8470, top1_acc: 0.6721, top5_acc: 0.8531, loss_cls: 1.3732, loss: 1.3732, grad_norm: 3.1901 2020-09-12 06:51:24,943 - mmaction - INFO - Epoch [120][120/627] lr: 6.000e-03, eta: 5:34:43, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6630, top5_acc: 0.8447, loss_cls: 1.4098, loss: 1.4098, grad_norm: 3.2421 2020-09-12 06:51:45,507 - mmaction - INFO - Epoch [120][140/627] lr: 6.000e-03, eta: 5:34:22, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6678, top5_acc: 0.8449, loss_cls: 1.4008, loss: 1.4008, grad_norm: 3.1719 2020-09-12 06:52:06,150 - mmaction - INFO - Epoch [120][160/627] lr: 6.000e-03, eta: 5:34:01, time: 1.032, data_time: 0.003, memory: 8470, top1_acc: 0.6721, top5_acc: 0.8495, loss_cls: 1.3802, loss: 1.3802, grad_norm: 3.2146 2020-09-12 06:52:26,730 - mmaction - INFO - Epoch [120][180/627] lr: 6.000e-03, eta: 5:33:40, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.6647, top5_acc: 0.8424, loss_cls: 1.4122, loss: 1.4122, grad_norm: 3.2014 2020-09-12 06:52:47,331 - mmaction - INFO - Epoch [120][200/627] lr: 6.000e-03, eta: 5:33:19, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6641, top5_acc: 0.8423, loss_cls: 1.4162, loss: 1.4162, grad_norm: 3.2354 2020-09-12 06:53:07,805 - mmaction - INFO - Epoch [120][220/627] lr: 6.000e-03, eta: 5:32:58, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8435, loss_cls: 1.3915, loss: 1.3915, grad_norm: 3.2196 2020-09-12 06:53:28,365 - mmaction - INFO - Epoch [120][240/627] lr: 6.000e-03, eta: 5:32:37, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.6613, top5_acc: 0.8366, loss_cls: 1.4383, loss: 1.4383, grad_norm: 3.2646 2020-09-12 06:53:48,874 - mmaction - INFO - Epoch [120][260/627] lr: 6.000e-03, eta: 5:32:17, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6654, top5_acc: 0.8505, loss_cls: 1.4005, loss: 1.4005, grad_norm: 3.2217 2020-09-12 06:54:09,383 - mmaction - INFO - Epoch [120][280/627] lr: 6.000e-03, eta: 5:31:56, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6669, top5_acc: 0.8483, loss_cls: 1.3853, loss: 1.3853, grad_norm: 3.2213 2020-09-12 06:54:29,932 - mmaction - INFO - Epoch [120][300/627] lr: 6.000e-03, eta: 5:31:35, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6665, top5_acc: 0.8447, loss_cls: 1.4093, loss: 1.4093, grad_norm: 3.2314 2020-09-12 06:54:50,441 - mmaction - INFO - Epoch [120][320/627] lr: 6.000e-03, eta: 5:31:14, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6603, top5_acc: 0.8475, loss_cls: 1.3975, loss: 1.3975, grad_norm: 3.2141 2020-09-12 06:55:10,967 - mmaction - INFO - Epoch [120][340/627] lr: 6.000e-03, eta: 5:30:53, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6701, top5_acc: 0.8477, loss_cls: 1.3870, loss: 1.3870, grad_norm: 3.1369 2020-09-12 06:55:31,537 - mmaction - INFO - Epoch [120][360/627] lr: 6.000e-03, eta: 5:30:32, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8483, loss_cls: 1.3579, loss: 1.3579, grad_norm: 3.1397 2020-09-12 06:55:51,907 - mmaction - INFO - Epoch [120][380/627] lr: 6.000e-03, eta: 5:30:11, time: 1.017, data_time: 0.003, memory: 8470, top1_acc: 0.6599, top5_acc: 0.8447, loss_cls: 1.4066, loss: 1.4066, grad_norm: 3.2773 2020-09-12 06:56:12,458 - mmaction - INFO - Epoch [120][400/627] lr: 6.000e-03, eta: 5:29:51, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6617, top5_acc: 0.8434, loss_cls: 1.4303, loss: 1.4303, grad_norm: 3.2479 2020-09-12 06:56:33,015 - mmaction - INFO - Epoch [120][420/627] lr: 6.000e-03, eta: 5:29:30, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6582, top5_acc: 0.8431, loss_cls: 1.4299, loss: 1.4299, grad_norm: 3.2433 2020-09-12 06:56:53,661 - mmaction - INFO - Epoch [120][440/627] lr: 6.000e-03, eta: 5:29:09, time: 1.033, data_time: 0.004, memory: 8470, top1_acc: 0.6674, top5_acc: 0.8385, loss_cls: 1.4422, loss: 1.4422, grad_norm: 3.2284 2020-09-12 06:57:14,280 - mmaction - INFO - Epoch [120][460/627] lr: 6.000e-03, eta: 5:28:48, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6553, top5_acc: 0.8434, loss_cls: 1.4190, loss: 1.4190, grad_norm: 3.2659 2020-09-12 06:57:34,871 - mmaction - INFO - Epoch [120][480/627] lr: 6.000e-03, eta: 5:28:27, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6672, top5_acc: 0.8443, loss_cls: 1.4223, loss: 1.4223, grad_norm: 3.2241 2020-09-12 06:57:55,441 - mmaction - INFO - Epoch [120][500/627] lr: 6.000e-03, eta: 5:28:06, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6690, top5_acc: 0.8466, loss_cls: 1.3850, loss: 1.3850, grad_norm: 3.2226 2020-09-12 06:58:16,021 - mmaction - INFO - Epoch [120][520/627] lr: 6.000e-03, eta: 5:27:45, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3820, loss: 1.3820, grad_norm: 3.2497 2020-09-12 06:58:36,594 - mmaction - INFO - Epoch [120][540/627] lr: 6.000e-03, eta: 5:27:25, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.6595, top5_acc: 0.8385, loss_cls: 1.4286, loss: 1.4286, grad_norm: 3.2500 2020-09-12 06:58:57,266 - mmaction - INFO - Epoch [120][560/627] lr: 6.000e-03, eta: 5:27:04, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.6660, top5_acc: 0.8491, loss_cls: 1.3984, loss: 1.3984, grad_norm: 3.1806 2020-09-12 06:59:17,721 - mmaction - INFO - Epoch [120][580/627] lr: 6.000e-03, eta: 5:26:43, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.6684, top5_acc: 0.8471, loss_cls: 1.3944, loss: 1.3944, grad_norm: 3.2007 2020-09-12 06:59:38,304 - mmaction - INFO - Epoch [120][600/627] lr: 6.000e-03, eta: 5:26:22, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6626, top5_acc: 0.8473, loss_cls: 1.4275, loss: 1.4275, grad_norm: 3.2665 2020-09-12 06:59:58,715 - mmaction - INFO - Epoch [120][620/627] lr: 6.000e-03, eta: 5:26:01, time: 1.010, data_time: 0.006, memory: 8470, top1_acc: 0.6704, top5_acc: 0.8482, loss_cls: 1.3987, loss: 1.3987, grad_norm: 3.2193 2020-09-12 07:00:21,733 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-09-12 07:01:20,223 - mmaction - INFO - Epoch [121][20/627] lr: 6.000e-03, eta: 5:25:40, time: 2.862, data_time: 1.772, memory: 8470, top1_acc: 0.6633, top5_acc: 0.8525, loss_cls: 1.3826, loss: 1.3826, grad_norm: 3.2888 2020-09-12 07:01:40,657 - mmaction - INFO - Epoch [121][40/627] lr: 6.000e-03, eta: 5:25:19, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.6641, top5_acc: 0.8432, loss_cls: 1.4109, loss: 1.4109, grad_norm: 3.2324 2020-09-12 07:02:01,237 - mmaction - INFO - Epoch [121][60/627] lr: 6.000e-03, eta: 5:24:59, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6585, top5_acc: 0.8435, loss_cls: 1.4225, loss: 1.4225, grad_norm: 3.2995 2020-09-12 07:02:21,879 - mmaction - INFO - Epoch [121][80/627] lr: 6.000e-03, eta: 5:24:38, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8437, loss_cls: 1.3754, loss: 1.3754, grad_norm: 3.1937 2020-09-12 07:02:42,548 - mmaction - INFO - Epoch [121][100/627] lr: 6.000e-03, eta: 5:24:17, time: 1.037, data_time: 0.009, memory: 8470, top1_acc: 0.6622, top5_acc: 0.8462, loss_cls: 1.4104, loss: 1.4104, grad_norm: 3.3024 2020-09-12 07:03:03,117 - mmaction - INFO - Epoch [121][120/627] lr: 6.000e-03, eta: 5:23:56, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6617, top5_acc: 0.8487, loss_cls: 1.3988, loss: 1.3988, grad_norm: 3.2781 2020-09-12 07:03:23,599 - mmaction - INFO - Epoch [121][140/627] lr: 6.000e-03, eta: 5:23:35, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.6608, top5_acc: 0.8491, loss_cls: 1.3998, loss: 1.3998, grad_norm: 3.2669 2020-09-12 07:03:44,237 - mmaction - INFO - Epoch [121][160/627] lr: 6.000e-03, eta: 5:23:14, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8387, loss_cls: 1.4335, loss: 1.4335, grad_norm: 3.2599 2020-09-12 07:04:04,867 - mmaction - INFO - Epoch [121][180/627] lr: 6.000e-03, eta: 5:22:53, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.6682, top5_acc: 0.8520, loss_cls: 1.3919, loss: 1.3919, grad_norm: 3.2526 2020-09-12 07:04:25,342 - mmaction - INFO - Epoch [121][200/627] lr: 6.000e-03, eta: 5:22:33, time: 1.025, data_time: 0.017, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8475, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.2674 2020-09-12 07:04:45,900 - mmaction - INFO - Epoch [121][220/627] lr: 6.000e-03, eta: 5:22:12, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.6698, top5_acc: 0.8497, loss_cls: 1.3828, loss: 1.3828, grad_norm: 3.2334 2020-09-12 07:05:06,504 - mmaction - INFO - Epoch [121][240/627] lr: 6.000e-03, eta: 5:21:51, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8391, loss_cls: 1.4260, loss: 1.4260, grad_norm: 3.2486 2020-09-12 07:05:27,181 - mmaction - INFO - Epoch [121][260/627] lr: 6.000e-03, eta: 5:21:30, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.6707, top5_acc: 0.8475, loss_cls: 1.3819, loss: 1.3819, grad_norm: 3.1928 2020-09-12 07:05:47,706 - mmaction - INFO - Epoch [121][280/627] lr: 6.000e-03, eta: 5:21:09, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6728, top5_acc: 0.8454, loss_cls: 1.3831, loss: 1.3831, grad_norm: 3.2066 2020-09-12 07:06:08,304 - mmaction - INFO - Epoch [121][300/627] lr: 6.000e-03, eta: 5:20:48, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6648, top5_acc: 0.8447, loss_cls: 1.4150, loss: 1.4150, grad_norm: 3.2417 2020-09-12 07:06:28,809 - mmaction - INFO - Epoch [121][320/627] lr: 6.000e-03, eta: 5:20:28, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8490, loss_cls: 1.3834, loss: 1.3834, grad_norm: 3.1847 2020-09-12 07:06:49,469 - mmaction - INFO - Epoch [121][340/627] lr: 6.000e-03, eta: 5:20:07, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6632, top5_acc: 0.8478, loss_cls: 1.4069, loss: 1.4069, grad_norm: 3.2747 2020-09-12 07:07:10,013 - mmaction - INFO - Epoch [121][360/627] lr: 6.000e-03, eta: 5:19:46, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6763, top5_acc: 0.8517, loss_cls: 1.3583, loss: 1.3583, grad_norm: 3.1915 2020-09-12 07:07:30,584 - mmaction - INFO - Epoch [121][380/627] lr: 6.000e-03, eta: 5:19:25, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.6560, top5_acc: 0.8486, loss_cls: 1.4102, loss: 1.4102, grad_norm: 3.3089 2020-09-12 07:07:51,137 - mmaction - INFO - Epoch [121][400/627] lr: 6.000e-03, eta: 5:19:04, time: 1.032, data_time: 0.014, memory: 8470, top1_acc: 0.6676, top5_acc: 0.8523, loss_cls: 1.3868, loss: 1.3868, grad_norm: 3.2658 2020-09-12 07:08:11,769 - mmaction - INFO - Epoch [121][420/627] lr: 6.000e-03, eta: 5:18:43, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6569, top5_acc: 0.8395, loss_cls: 1.4438, loss: 1.4438, grad_norm: 3.3038 2020-09-12 07:08:32,351 - mmaction - INFO - Epoch [121][440/627] lr: 6.000e-03, eta: 5:18:22, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6618, top5_acc: 0.8465, loss_cls: 1.3970, loss: 1.3970, grad_norm: 3.2408 2020-09-12 07:08:53,006 - mmaction - INFO - Epoch [121][460/627] lr: 6.000e-03, eta: 5:18:02, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8507, loss_cls: 1.3717, loss: 1.3717, grad_norm: 3.2508 2020-09-12 07:09:13,632 - mmaction - INFO - Epoch [121][480/627] lr: 6.000e-03, eta: 5:17:41, time: 1.038, data_time: 0.013, memory: 8470, top1_acc: 0.6668, top5_acc: 0.8419, loss_cls: 1.4090, loss: 1.4090, grad_norm: 3.2720 2020-09-12 07:09:34,251 - mmaction - INFO - Epoch [121][500/627] lr: 6.000e-03, eta: 5:17:20, time: 1.031, data_time: 0.002, memory: 8470, top1_acc: 0.6664, top5_acc: 0.8538, loss_cls: 1.3790, loss: 1.3790, grad_norm: 3.2140 2020-09-12 07:09:54,789 - mmaction - INFO - Epoch [121][520/627] lr: 6.000e-03, eta: 5:16:59, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.6607, top5_acc: 0.8437, loss_cls: 1.4304, loss: 1.4304, grad_norm: 3.3141 2020-09-12 07:10:15,378 - mmaction - INFO - Epoch [121][540/627] lr: 6.000e-03, eta: 5:16:38, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.6594, top5_acc: 0.8474, loss_cls: 1.4250, loss: 1.4250, grad_norm: 3.3006 2020-09-12 07:10:35,931 - mmaction - INFO - Epoch [121][560/627] lr: 6.000e-03, eta: 5:16:17, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6757, top5_acc: 0.8546, loss_cls: 1.3741, loss: 1.3741, grad_norm: 3.2548 2020-09-12 07:10:56,525 - mmaction - INFO - Epoch [121][580/627] lr: 6.000e-03, eta: 5:15:57, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8454, loss_cls: 1.4159, loss: 1.4159, grad_norm: 3.2742 2020-09-12 07:11:17,152 - mmaction - INFO - Epoch [121][600/627] lr: 6.000e-03, eta: 5:15:36, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8483, loss_cls: 1.4034, loss: 1.4034, grad_norm: 3.2868 2020-09-12 07:11:37,729 - mmaction - INFO - Epoch [121][620/627] lr: 6.000e-03, eta: 5:15:15, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4380, loss: 1.4380, grad_norm: 3.3211 2020-09-12 07:12:15,370 - mmaction - INFO - Epoch [122][20/627] lr: 6.000e-03, eta: 5:14:48, time: 1.597, data_time: 0.515, memory: 8470, top1_acc: 0.6753, top5_acc: 0.8509, loss_cls: 1.3693, loss: 1.3693, grad_norm: 3.2146 2020-09-12 07:12:36,015 - mmaction - INFO - Epoch [122][40/627] lr: 6.000e-03, eta: 5:14:27, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6613, top5_acc: 0.8448, loss_cls: 1.4124, loss: 1.4124, grad_norm: 3.3119 2020-09-12 07:12:56,555 - mmaction - INFO - Epoch [122][60/627] lr: 6.000e-03, eta: 5:14:06, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6639, top5_acc: 0.8447, loss_cls: 1.3896, loss: 1.3896, grad_norm: 3.2590 2020-09-12 07:13:17,154 - mmaction - INFO - Epoch [122][80/627] lr: 6.000e-03, eta: 5:13:45, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6724, top5_acc: 0.8475, loss_cls: 1.3776, loss: 1.3776, grad_norm: 3.2390 2020-09-12 07:13:37,572 - mmaction - INFO - Epoch [122][100/627] lr: 6.000e-03, eta: 5:13:24, time: 1.020, data_time: 0.002, memory: 8470, top1_acc: 0.6622, top5_acc: 0.8487, loss_cls: 1.4064, loss: 1.4064, grad_norm: 3.3034 2020-09-12 07:13:58,140 - mmaction - INFO - Epoch [122][120/627] lr: 6.000e-03, eta: 5:13:03, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.6691, top5_acc: 0.8439, loss_cls: 1.3989, loss: 1.3989, grad_norm: 3.2882 2020-09-12 07:14:18,747 - mmaction - INFO - Epoch [122][140/627] lr: 6.000e-03, eta: 5:12:43, time: 1.041, data_time: 0.025, memory: 8470, top1_acc: 0.6595, top5_acc: 0.8431, loss_cls: 1.4252, loss: 1.4252, grad_norm: 3.3101 2020-09-12 07:14:39,441 - mmaction - INFO - Epoch [122][160/627] lr: 6.000e-03, eta: 5:12:22, time: 1.035, data_time: 0.003, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8487, loss_cls: 1.4015, loss: 1.4015, grad_norm: 3.2855 2020-09-12 07:15:00,038 - mmaction - INFO - Epoch [122][180/627] lr: 6.000e-03, eta: 5:12:01, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6549, top5_acc: 0.8370, loss_cls: 1.4522, loss: 1.4522, grad_norm: 3.3625 2020-09-12 07:15:20,621 - mmaction - INFO - Epoch [122][200/627] lr: 6.000e-03, eta: 5:11:40, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6663, top5_acc: 0.8483, loss_cls: 1.4008, loss: 1.4008, grad_norm: 3.3066 2020-09-12 07:15:41,215 - mmaction - INFO - Epoch [122][220/627] lr: 6.000e-03, eta: 5:11:19, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.6695, top5_acc: 0.8458, loss_cls: 1.3889, loss: 1.3889, grad_norm: 3.2666 2020-09-12 07:16:01,679 - mmaction - INFO - Epoch [122][240/627] lr: 6.000e-03, eta: 5:10:58, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6741, top5_acc: 0.8496, loss_cls: 1.3777, loss: 1.3777, grad_norm: 3.2780 2020-09-12 07:16:22,247 - mmaction - INFO - Epoch [122][260/627] lr: 6.000e-03, eta: 5:10:37, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6688, top5_acc: 0.8483, loss_cls: 1.3991, loss: 1.3991, grad_norm: 3.3016 2020-09-12 07:16:42,838 - mmaction - INFO - Epoch [122][280/627] lr: 6.000e-03, eta: 5:10:17, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6757, top5_acc: 0.8483, loss_cls: 1.3859, loss: 1.3859, grad_norm: 3.2162 2020-09-12 07:17:03,382 - mmaction - INFO - Epoch [122][300/627] lr: 6.000e-03, eta: 5:09:56, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.6684, top5_acc: 0.8409, loss_cls: 1.3982, loss: 1.3982, grad_norm: 3.2287 2020-09-12 07:17:23,942 - mmaction - INFO - Epoch [122][320/627] lr: 6.000e-03, eta: 5:09:35, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6677, top5_acc: 0.8546, loss_cls: 1.3819, loss: 1.3819, grad_norm: 3.2419 2020-09-12 07:17:44,442 - mmaction - INFO - Epoch [122][340/627] lr: 6.000e-03, eta: 5:09:14, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6641, top5_acc: 0.8496, loss_cls: 1.3888, loss: 1.3888, grad_norm: 3.2798 2020-09-12 07:18:04,974 - mmaction - INFO - Epoch [122][360/627] lr: 6.000e-03, eta: 5:08:53, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6736, top5_acc: 0.8483, loss_cls: 1.3811, loss: 1.3811, grad_norm: 3.2556 2020-09-12 07:18:25,569 - mmaction - INFO - Epoch [122][380/627] lr: 6.000e-03, eta: 5:08:32, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.6579, top5_acc: 0.8387, loss_cls: 1.4388, loss: 1.4388, grad_norm: 3.3060 2020-09-12 07:18:46,171 - mmaction - INFO - Epoch [122][400/627] lr: 6.000e-03, eta: 5:08:11, time: 1.039, data_time: 0.012, memory: 8470, top1_acc: 0.6665, top5_acc: 0.8507, loss_cls: 1.3842, loss: 1.3842, grad_norm: 3.2906 2020-09-12 07:19:06,819 - mmaction - INFO - Epoch [122][420/627] lr: 6.000e-03, eta: 5:07:51, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.6607, top5_acc: 0.8464, loss_cls: 1.4044, loss: 1.4044, grad_norm: 3.3361 2020-09-12 07:19:27,444 - mmaction - INFO - Epoch [122][440/627] lr: 6.000e-03, eta: 5:07:30, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8448, loss_cls: 1.4119, loss: 1.4119, grad_norm: 3.3193 2020-09-12 07:19:48,140 - mmaction - INFO - Epoch [122][460/627] lr: 6.000e-03, eta: 5:07:09, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.6562, top5_acc: 0.8440, loss_cls: 1.4410, loss: 1.4410, grad_norm: 3.3207 2020-09-12 07:20:08,643 - mmaction - INFO - Epoch [122][480/627] lr: 6.000e-03, eta: 5:06:48, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8439, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.2774 2020-09-12 07:20:29,346 - mmaction - INFO - Epoch [122][500/627] lr: 6.000e-03, eta: 5:06:27, time: 1.045, data_time: 0.013, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8456, loss_cls: 1.3889, loss: 1.3889, grad_norm: 3.2419 2020-09-12 07:20:49,900 - mmaction - INFO - Epoch [122][520/627] lr: 6.000e-03, eta: 5:06:06, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.6637, top5_acc: 0.8447, loss_cls: 1.4114, loss: 1.4114, grad_norm: 3.2958 2020-09-12 07:21:10,383 - mmaction - INFO - Epoch [122][540/627] lr: 6.000e-03, eta: 5:05:46, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6732, top5_acc: 0.8454, loss_cls: 1.3876, loss: 1.3876, grad_norm: 3.2899 2020-09-12 07:21:30,901 - mmaction - INFO - Epoch [122][560/627] lr: 6.000e-03, eta: 5:05:25, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8493, loss_cls: 1.4071, loss: 1.4071, grad_norm: 3.3013 2020-09-12 07:21:51,507 - mmaction - INFO - Epoch [122][580/627] lr: 6.000e-03, eta: 5:05:04, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6707, top5_acc: 0.8540, loss_cls: 1.3540, loss: 1.3540, grad_norm: 3.2221 2020-09-12 07:22:11,971 - mmaction - INFO - Epoch [122][600/627] lr: 6.000e-03, eta: 5:04:43, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6629, top5_acc: 0.8491, loss_cls: 1.3842, loss: 1.3842, grad_norm: 3.2915 2020-09-12 07:22:32,615 - mmaction - INFO - Epoch [122][620/627] lr: 6.000e-03, eta: 5:04:22, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8516, loss_cls: 1.3645, loss: 1.3645, grad_norm: 3.2686 2020-09-12 07:23:10,331 - mmaction - INFO - Epoch [123][20/627] lr: 6.000e-03, eta: 5:03:55, time: 1.599, data_time: 0.555, memory: 8470, top1_acc: 0.6816, top5_acc: 0.8520, loss_cls: 1.3586, loss: 1.3586, grad_norm: 3.2481 2020-09-12 07:23:30,948 - mmaction - INFO - Epoch [123][40/627] lr: 6.000e-03, eta: 5:03:34, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6767, top5_acc: 0.8523, loss_cls: 1.3607, loss: 1.3607, grad_norm: 3.2611 2020-09-12 07:23:51,586 - mmaction - INFO - Epoch [123][60/627] lr: 6.000e-03, eta: 5:03:13, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6678, top5_acc: 0.8424, loss_cls: 1.4038, loss: 1.4038, grad_norm: 3.2786 2020-09-12 07:24:12,163 - mmaction - INFO - Epoch [123][80/627] lr: 6.000e-03, eta: 5:02:52, time: 1.039, data_time: 0.016, memory: 8470, top1_acc: 0.6628, top5_acc: 0.8434, loss_cls: 1.4112, loss: 1.4112, grad_norm: 3.3046 2020-09-12 07:24:32,751 - mmaction - INFO - Epoch [123][100/627] lr: 6.000e-03, eta: 5:02:32, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8546, loss_cls: 1.3751, loss: 1.3751, grad_norm: 3.3011 2020-09-12 07:24:53,384 - mmaction - INFO - Epoch [123][120/627] lr: 6.000e-03, eta: 5:02:11, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6721, top5_acc: 0.8555, loss_cls: 1.3692, loss: 1.3692, grad_norm: 3.3115 2020-09-12 07:25:13,932 - mmaction - INFO - Epoch [123][140/627] lr: 6.000e-03, eta: 5:01:50, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8452, loss_cls: 1.3888, loss: 1.3888, grad_norm: 3.2967 2020-09-12 07:25:34,421 - mmaction - INFO - Epoch [123][160/627] lr: 6.000e-03, eta: 5:01:29, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.6746, top5_acc: 0.8487, loss_cls: 1.3914, loss: 1.3914, grad_norm: 3.2898 2020-09-12 07:25:54,983 - mmaction - INFO - Epoch [123][180/627] lr: 6.000e-03, eta: 5:01:08, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6737, top5_acc: 0.8484, loss_cls: 1.3759, loss: 1.3759, grad_norm: 3.3354 2020-09-12 07:26:15,596 - mmaction - INFO - Epoch [123][200/627] lr: 6.000e-03, eta: 5:00:47, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.6599, top5_acc: 0.8349, loss_cls: 1.4348, loss: 1.4348, grad_norm: 3.3498 2020-09-12 07:26:36,186 - mmaction - INFO - Epoch [123][220/627] lr: 6.000e-03, eta: 5:00:27, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6663, top5_acc: 0.8410, loss_cls: 1.4070, loss: 1.4070, grad_norm: 3.3424 2020-09-12 07:26:56,777 - mmaction - INFO - Epoch [123][240/627] lr: 6.000e-03, eta: 5:00:06, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8487, loss_cls: 1.3943, loss: 1.3943, grad_norm: 3.3136 2020-09-12 07:27:17,416 - mmaction - INFO - Epoch [123][260/627] lr: 6.000e-03, eta: 4:59:45, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6652, top5_acc: 0.8482, loss_cls: 1.3858, loss: 1.3858, grad_norm: 3.3281 2020-09-12 07:27:38,016 - mmaction - INFO - Epoch [123][280/627] lr: 6.000e-03, eta: 4:59:24, time: 1.032, data_time: 0.010, memory: 8470, top1_acc: 0.6767, top5_acc: 0.8535, loss_cls: 1.3527, loss: 1.3527, grad_norm: 3.2393 2020-09-12 07:27:58,614 - mmaction - INFO - Epoch [123][300/627] lr: 6.000e-03, eta: 4:59:03, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.6714, top5_acc: 0.8530, loss_cls: 1.3530, loss: 1.3530, grad_norm: 3.2583 2020-09-12 07:28:19,195 - mmaction - INFO - Epoch [123][320/627] lr: 6.000e-03, eta: 4:58:42, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.6720, top5_acc: 0.8466, loss_cls: 1.3810, loss: 1.3810, grad_norm: 3.2949 2020-09-12 07:28:39,747 - mmaction - INFO - Epoch [123][340/627] lr: 6.000e-03, eta: 4:58:21, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6712, top5_acc: 0.8527, loss_cls: 1.3750, loss: 1.3750, grad_norm: 3.2846 2020-09-12 07:29:00,313 - mmaction - INFO - Epoch [123][360/627] lr: 6.000e-03, eta: 4:58:01, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.6674, top5_acc: 0.8460, loss_cls: 1.3918, loss: 1.3918, grad_norm: 3.2794 2020-09-12 07:29:20,939 - mmaction - INFO - Epoch [123][380/627] lr: 6.000e-03, eta: 4:57:40, time: 1.038, data_time: 0.016, memory: 8470, top1_acc: 0.6592, top5_acc: 0.8409, loss_cls: 1.4291, loss: 1.4291, grad_norm: 3.3168 2020-09-12 07:29:41,558 - mmaction - INFO - Epoch [123][400/627] lr: 6.000e-03, eta: 4:57:19, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6654, top5_acc: 0.8525, loss_cls: 1.3681, loss: 1.3681, grad_norm: 3.3090 2020-09-12 07:30:02,075 - mmaction - INFO - Epoch [123][420/627] lr: 6.000e-03, eta: 4:56:58, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6665, top5_acc: 0.8469, loss_cls: 1.4066, loss: 1.4066, grad_norm: 3.3214 2020-09-12 07:30:22,639 - mmaction - INFO - Epoch [123][440/627] lr: 6.000e-03, eta: 4:56:37, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.6639, top5_acc: 0.8466, loss_cls: 1.3925, loss: 1.3925, grad_norm: 3.2973 2020-09-12 07:30:43,174 - mmaction - INFO - Epoch [123][460/627] lr: 6.000e-03, eta: 4:56:16, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.6710, top5_acc: 0.8488, loss_cls: 1.3755, loss: 1.3755, grad_norm: 3.3263 2020-09-12 07:31:03,820 - mmaction - INFO - Epoch [123][480/627] lr: 6.000e-03, eta: 4:55:56, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.6659, top5_acc: 0.8471, loss_cls: 1.4119, loss: 1.4119, grad_norm: 3.3106 2020-09-12 07:31:24,334 - mmaction - INFO - Epoch [123][500/627] lr: 6.000e-03, eta: 4:55:35, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8483, loss_cls: 1.3958, loss: 1.3958, grad_norm: 3.3382 2020-09-12 07:31:44,852 - mmaction - INFO - Epoch [123][520/627] lr: 6.000e-03, eta: 4:55:14, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6633, top5_acc: 0.8452, loss_cls: 1.4250, loss: 1.4250, grad_norm: 3.3405 2020-09-12 07:32:05,346 - mmaction - INFO - Epoch [123][540/627] lr: 6.000e-03, eta: 4:54:53, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6589, top5_acc: 0.8408, loss_cls: 1.4305, loss: 1.4305, grad_norm: 3.3525 2020-09-12 07:32:25,841 - mmaction - INFO - Epoch [123][560/627] lr: 6.000e-03, eta: 4:54:32, time: 1.017, data_time: 0.008, memory: 8470, top1_acc: 0.6633, top5_acc: 0.8380, loss_cls: 1.4163, loss: 1.4163, grad_norm: 3.3380 2020-09-12 07:32:46,379 - mmaction - INFO - Epoch [123][580/627] lr: 6.000e-03, eta: 4:54:11, time: 1.037, data_time: 0.016, memory: 8470, top1_acc: 0.6686, top5_acc: 0.8505, loss_cls: 1.3785, loss: 1.3785, grad_norm: 3.2736 2020-09-12 07:33:06,948 - mmaction - INFO - Epoch [123][600/627] lr: 6.000e-03, eta: 4:53:50, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.6694, top5_acc: 0.8423, loss_cls: 1.4041, loss: 1.4041, grad_norm: 3.3140 2020-09-12 07:33:27,460 - mmaction - INFO - Epoch [123][620/627] lr: 6.000e-03, eta: 4:53:30, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6728, top5_acc: 0.8540, loss_cls: 1.3791, loss: 1.3791, grad_norm: 3.3170 2020-09-12 07:34:05,417 - mmaction - INFO - Epoch [124][20/627] lr: 6.000e-03, eta: 4:53:02, time: 1.603, data_time: 0.507, memory: 8470, top1_acc: 0.6661, top5_acc: 0.8501, loss_cls: 1.3939, loss: 1.3939, grad_norm: 3.3232 2020-09-12 07:34:26,025 - mmaction - INFO - Epoch [124][40/627] lr: 6.000e-03, eta: 4:52:42, time: 1.034, data_time: 0.018, memory: 8470, top1_acc: 0.6658, top5_acc: 0.8534, loss_cls: 1.3751, loss: 1.3751, grad_norm: 3.3175 2020-09-12 07:34:46,628 - mmaction - INFO - Epoch [124][60/627] lr: 6.000e-03, eta: 4:52:21, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6686, top5_acc: 0.8447, loss_cls: 1.3945, loss: 1.3945, grad_norm: 3.3507 2020-09-12 07:35:07,262 - mmaction - INFO - Epoch [124][80/627] lr: 6.000e-03, eta: 4:52:00, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.6479, top5_acc: 0.8397, loss_cls: 1.4547, loss: 1.4547, grad_norm: 3.4393 2020-09-12 07:35:27,735 - mmaction - INFO - Epoch [124][100/627] lr: 6.000e-03, eta: 4:51:39, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8475, loss_cls: 1.3796, loss: 1.3796, grad_norm: 3.3288 2020-09-12 07:35:48,253 - mmaction - INFO - Epoch [124][120/627] lr: 6.000e-03, eta: 4:51:18, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.6732, top5_acc: 0.8478, loss_cls: 1.3518, loss: 1.3518, grad_norm: 3.3037 2020-09-12 07:36:08,856 - mmaction - INFO - Epoch [124][140/627] lr: 6.000e-03, eta: 4:50:57, time: 1.040, data_time: 0.015, memory: 8470, top1_acc: 0.6721, top5_acc: 0.8487, loss_cls: 1.3829, loss: 1.3829, grad_norm: 3.3113 2020-09-12 07:36:29,389 - mmaction - INFO - Epoch [124][160/627] lr: 6.000e-03, eta: 4:50:36, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8509, loss_cls: 1.3812, loss: 1.3812, grad_norm: 3.3473 2020-09-12 07:36:49,902 - mmaction - INFO - Epoch [124][180/627] lr: 6.000e-03, eta: 4:50:16, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6777, top5_acc: 0.8522, loss_cls: 1.3597, loss: 1.3597, grad_norm: 3.3542 2020-09-12 07:37:10,588 - mmaction - INFO - Epoch [124][200/627] lr: 6.000e-03, eta: 4:49:55, time: 1.035, data_time: 0.005, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3511, loss: 1.3511, grad_norm: 3.3333 2020-09-12 07:37:31,172 - mmaction - INFO - Epoch [124][220/627] lr: 6.000e-03, eta: 4:49:34, time: 1.028, data_time: 0.002, memory: 8470, top1_acc: 0.6687, top5_acc: 0.8514, loss_cls: 1.3665, loss: 1.3665, grad_norm: 3.2761 2020-09-12 07:37:51,740 - mmaction - INFO - Epoch [124][240/627] lr: 6.000e-03, eta: 4:49:13, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8421, loss_cls: 1.4101, loss: 1.4101, grad_norm: 3.3025 2020-09-12 07:38:12,329 - mmaction - INFO - Epoch [124][260/627] lr: 6.000e-03, eta: 4:48:52, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6663, top5_acc: 0.8414, loss_cls: 1.3972, loss: 1.3972, grad_norm: 3.3359 2020-09-12 07:38:32,957 - mmaction - INFO - Epoch [124][280/627] lr: 6.000e-03, eta: 4:48:31, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6736, top5_acc: 0.8503, loss_cls: 1.3609, loss: 1.3609, grad_norm: 3.2896 2020-09-12 07:38:53,574 - mmaction - INFO - Epoch [124][300/627] lr: 6.000e-03, eta: 4:48:11, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6615, top5_acc: 0.8501, loss_cls: 1.3949, loss: 1.3949, grad_norm: 3.3333 2020-09-12 07:39:14,166 - mmaction - INFO - Epoch [124][320/627] lr: 6.000e-03, eta: 4:47:50, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6602, top5_acc: 0.8448, loss_cls: 1.4007, loss: 1.4007, grad_norm: 3.3819 2020-09-12 07:39:34,636 - mmaction - INFO - Epoch [124][340/627] lr: 6.000e-03, eta: 4:47:29, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8495, loss_cls: 1.3928, loss: 1.3928, grad_norm: 3.3406 2020-09-12 07:39:55,227 - mmaction - INFO - Epoch [124][360/627] lr: 6.000e-03, eta: 4:47:08, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6763, top5_acc: 0.8531, loss_cls: 1.3559, loss: 1.3559, grad_norm: 3.2884 2020-09-12 07:40:15,749 - mmaction - INFO - Epoch [124][380/627] lr: 6.000e-03, eta: 4:46:47, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6660, top5_acc: 0.8543, loss_cls: 1.3829, loss: 1.3829, grad_norm: 3.3624 2020-09-12 07:40:36,306 - mmaction - INFO - Epoch [124][400/627] lr: 6.000e-03, eta: 4:46:26, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6695, top5_acc: 0.8536, loss_cls: 1.3787, loss: 1.3787, grad_norm: 3.3689 2020-09-12 07:40:56,882 - mmaction - INFO - Epoch [124][420/627] lr: 6.000e-03, eta: 4:46:05, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6676, top5_acc: 0.8473, loss_cls: 1.3844, loss: 1.3844, grad_norm: 3.3399 2020-09-12 07:41:17,325 - mmaction - INFO - Epoch [124][440/627] lr: 6.000e-03, eta: 4:45:45, time: 1.012, data_time: 0.007, memory: 8470, top1_acc: 0.6747, top5_acc: 0.8436, loss_cls: 1.4062, loss: 1.4062, grad_norm: 3.3426 2020-09-12 07:41:37,911 - mmaction - INFO - Epoch [124][460/627] lr: 6.000e-03, eta: 4:45:24, time: 1.039, data_time: 0.014, memory: 8470, top1_acc: 0.6714, top5_acc: 0.8492, loss_cls: 1.3812, loss: 1.3812, grad_norm: 3.2955 2020-09-12 07:41:58,435 - mmaction - INFO - Epoch [124][480/627] lr: 6.000e-03, eta: 4:45:03, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6655, top5_acc: 0.8512, loss_cls: 1.3956, loss: 1.3956, grad_norm: 3.3285 2020-09-12 07:42:18,981 - mmaction - INFO - Epoch [124][500/627] lr: 6.000e-03, eta: 4:44:42, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6602, top5_acc: 0.8385, loss_cls: 1.4409, loss: 1.4409, grad_norm: 3.3711 2020-09-12 07:42:39,673 - mmaction - INFO - Epoch [124][520/627] lr: 6.000e-03, eta: 4:44:21, time: 1.035, data_time: 0.004, memory: 8470, top1_acc: 0.6665, top5_acc: 0.8477, loss_cls: 1.4011, loss: 1.4011, grad_norm: 3.3848 2020-09-12 07:43:00,227 - mmaction - INFO - Epoch [124][540/627] lr: 6.000e-03, eta: 4:44:00, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6641, top5_acc: 0.8456, loss_cls: 1.4130, loss: 1.4130, grad_norm: 3.3915 2020-09-12 07:43:20,742 - mmaction - INFO - Epoch [124][560/627] lr: 6.000e-03, eta: 4:43:40, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6754, top5_acc: 0.8509, loss_cls: 1.3736, loss: 1.3736, grad_norm: 3.3004 2020-09-12 07:43:41,262 - mmaction - INFO - Epoch [124][580/627] lr: 6.000e-03, eta: 4:43:19, time: 1.023, data_time: 0.012, memory: 8470, top1_acc: 0.6694, top5_acc: 0.8505, loss_cls: 1.3838, loss: 1.3838, grad_norm: 3.3420 2020-09-12 07:44:01,732 - mmaction - INFO - Epoch [124][600/627] lr: 6.000e-03, eta: 4:42:58, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8508, loss_cls: 1.3672, loss: 1.3672, grad_norm: 3.3713 2020-09-12 07:44:22,311 - mmaction - INFO - Epoch [124][620/627] lr: 6.000e-03, eta: 4:42:37, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8496, loss_cls: 1.3756, loss: 1.3756, grad_norm: 3.2875 2020-09-12 07:44:59,981 - mmaction - INFO - Epoch [125][20/627] lr: 6.000e-03, eta: 4:42:10, time: 1.600, data_time: 0.554, memory: 8470, top1_acc: 0.6749, top5_acc: 0.8534, loss_cls: 1.3531, loss: 1.3531, grad_norm: 3.3042 2020-09-12 07:45:20,542 - mmaction - INFO - Epoch [125][40/627] lr: 6.000e-03, eta: 4:41:49, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6767, top5_acc: 0.8474, loss_cls: 1.3997, loss: 1.3997, grad_norm: 3.3698 2020-09-12 07:45:41,059 - mmaction - INFO - Epoch [125][60/627] lr: 6.000e-03, eta: 4:41:28, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6737, top5_acc: 0.8523, loss_cls: 1.3748, loss: 1.3748, grad_norm: 3.3261 2020-09-12 07:46:01,673 - mmaction - INFO - Epoch [125][80/627] lr: 6.000e-03, eta: 4:41:07, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6785, top5_acc: 0.8585, loss_cls: 1.3397, loss: 1.3397, grad_norm: 3.2832 2020-09-12 07:46:22,228 - mmaction - INFO - Epoch [125][100/627] lr: 6.000e-03, eta: 4:40:46, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8423, loss_cls: 1.4044, loss: 1.4044, grad_norm: 3.3604 2020-09-12 07:46:42,805 - mmaction - INFO - Epoch [125][120/627] lr: 6.000e-03, eta: 4:40:26, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6712, top5_acc: 0.8512, loss_cls: 1.3803, loss: 1.3803, grad_norm: 3.3556 2020-09-12 07:47:03,324 - mmaction - INFO - Epoch [125][140/627] lr: 6.000e-03, eta: 4:40:05, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6689, top5_acc: 0.8549, loss_cls: 1.3618, loss: 1.3618, grad_norm: 3.3487 2020-09-12 07:47:23,874 - mmaction - INFO - Epoch [125][160/627] lr: 6.000e-03, eta: 4:39:44, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8508, loss_cls: 1.3716, loss: 1.3716, grad_norm: 3.3418 2020-09-12 07:47:44,391 - mmaction - INFO - Epoch [125][180/627] lr: 6.000e-03, eta: 4:39:23, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8478, loss_cls: 1.3871, loss: 1.3871, grad_norm: 3.3341 2020-09-12 07:48:04,944 - mmaction - INFO - Epoch [125][200/627] lr: 6.000e-03, eta: 4:39:02, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.6685, top5_acc: 0.8508, loss_cls: 1.3757, loss: 1.3757, grad_norm: 3.3664 2020-09-12 07:48:25,555 - mmaction - INFO - Epoch [125][220/627] lr: 6.000e-03, eta: 4:38:41, time: 1.035, data_time: 0.014, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8431, loss_cls: 1.4173, loss: 1.4173, grad_norm: 3.3543 2020-09-12 07:48:46,182 - mmaction - INFO - Epoch [125][240/627] lr: 6.000e-03, eta: 4:38:20, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6656, top5_acc: 0.8424, loss_cls: 1.4111, loss: 1.4111, grad_norm: 3.3187 2020-09-12 07:49:06,786 - mmaction - INFO - Epoch [125][260/627] lr: 6.000e-03, eta: 4:38:00, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.6616, top5_acc: 0.8477, loss_cls: 1.3963, loss: 1.3963, grad_norm: 3.3756 2020-09-12 07:49:27,470 - mmaction - INFO - Epoch [125][280/627] lr: 6.000e-03, eta: 4:37:39, time: 1.040, data_time: 0.014, memory: 8470, top1_acc: 0.6770, top5_acc: 0.8560, loss_cls: 1.3538, loss: 1.3538, grad_norm: 3.3244 2020-09-12 07:49:48,099 - mmaction - INFO - Epoch [125][300/627] lr: 6.000e-03, eta: 4:37:18, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8477, loss_cls: 1.3781, loss: 1.3781, grad_norm: 3.3643 2020-09-12 07:50:08,714 - mmaction - INFO - Epoch [125][320/627] lr: 6.000e-03, eta: 4:36:57, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6656, top5_acc: 0.8457, loss_cls: 1.4044, loss: 1.4044, grad_norm: 3.3793 2020-09-12 07:50:29,328 - mmaction - INFO - Epoch [125][340/627] lr: 6.000e-03, eta: 4:36:36, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6664, top5_acc: 0.8509, loss_cls: 1.3811, loss: 1.3811, grad_norm: 3.3879 2020-09-12 07:50:49,801 - mmaction - INFO - Epoch [125][360/627] lr: 6.000e-03, eta: 4:36:15, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8543, loss_cls: 1.3673, loss: 1.3673, grad_norm: 3.3410 2020-09-12 07:51:10,390 - mmaction - INFO - Epoch [125][380/627] lr: 6.000e-03, eta: 4:35:55, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6711, top5_acc: 0.8454, loss_cls: 1.3988, loss: 1.3988, grad_norm: 3.3396 2020-09-12 07:51:30,982 - mmaction - INFO - Epoch [125][400/627] lr: 6.000e-03, eta: 4:35:34, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6678, top5_acc: 0.8462, loss_cls: 1.3940, loss: 1.3940, grad_norm: 3.3720 2020-09-12 07:51:51,573 - mmaction - INFO - Epoch [125][420/627] lr: 6.000e-03, eta: 4:35:13, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6673, top5_acc: 0.8521, loss_cls: 1.3831, loss: 1.3831, grad_norm: 3.3518 2020-09-12 07:52:12,210 - mmaction - INFO - Epoch [125][440/627] lr: 6.000e-03, eta: 4:34:52, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6714, top5_acc: 0.8484, loss_cls: 1.3766, loss: 1.3766, grad_norm: 3.3636 2020-09-12 07:52:32,840 - mmaction - INFO - Epoch [125][460/627] lr: 6.000e-03, eta: 4:34:31, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6708, top5_acc: 0.8538, loss_cls: 1.3708, loss: 1.3708, grad_norm: 3.3812 2020-09-12 07:52:53,421 - mmaction - INFO - Epoch [125][480/627] lr: 6.000e-03, eta: 4:34:10, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3717, loss: 1.3717, grad_norm: 3.3735 2020-09-12 07:53:14,074 - mmaction - INFO - Epoch [125][500/627] lr: 6.000e-03, eta: 4:33:50, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3850, loss: 1.3850, grad_norm: 3.3679 2020-09-12 07:53:34,748 - mmaction - INFO - Epoch [125][520/627] lr: 6.000e-03, eta: 4:33:29, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6676, top5_acc: 0.8493, loss_cls: 1.3878, loss: 1.3878, grad_norm: 3.4018 2020-09-12 07:53:55,276 - mmaction - INFO - Epoch [125][540/627] lr: 6.000e-03, eta: 4:33:08, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.6604, top5_acc: 0.8458, loss_cls: 1.4103, loss: 1.4103, grad_norm: 3.3893 2020-09-12 07:54:15,893 - mmaction - INFO - Epoch [125][560/627] lr: 6.000e-03, eta: 4:32:47, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.6711, top5_acc: 0.8456, loss_cls: 1.3728, loss: 1.3728, grad_norm: 3.3635 2020-09-12 07:54:36,473 - mmaction - INFO - Epoch [125][580/627] lr: 6.000e-03, eta: 4:32:26, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8490, loss_cls: 1.3916, loss: 1.3916, grad_norm: 3.3798 2020-09-12 07:54:57,083 - mmaction - INFO - Epoch [125][600/627] lr: 6.000e-03, eta: 4:32:05, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6785, top5_acc: 0.8465, loss_cls: 1.3702, loss: 1.3702, grad_norm: 3.3129 2020-09-12 07:55:17,715 - mmaction - INFO - Epoch [125][620/627] lr: 6.000e-03, eta: 4:31:45, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6635, top5_acc: 0.8415, loss_cls: 1.4063, loss: 1.4063, grad_norm: 3.4373 2020-09-12 07:55:23,405 - mmaction - INFO - Saving checkpoint at 125 epochs 2020-09-12 07:55:55,779 - mmaction - INFO - Epoch [126][20/627] lr: 6.000e-03, eta: 4:31:17, time: 1.593, data_time: 0.505, memory: 8470, top1_acc: 0.6717, top5_acc: 0.8518, loss_cls: 1.3691, loss: 1.3691, grad_norm: 3.3862 2020-09-12 07:56:16,355 - mmaction - INFO - Epoch [126][40/627] lr: 6.000e-03, eta: 4:30:56, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8483, loss_cls: 1.3867, loss: 1.3867, grad_norm: 3.3936 2020-09-12 07:56:36,955 - mmaction - INFO - Epoch [126][60/627] lr: 6.000e-03, eta: 4:30:36, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8487, loss_cls: 1.3691, loss: 1.3691, grad_norm: 3.3593 2020-09-12 07:56:57,569 - mmaction - INFO - Epoch [126][80/627] lr: 6.000e-03, eta: 4:30:15, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6746, top5_acc: 0.8566, loss_cls: 1.3503, loss: 1.3503, grad_norm: 3.3206 2020-09-12 07:57:18,078 - mmaction - INFO - Epoch [126][100/627] lr: 6.000e-03, eta: 4:29:54, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8555, loss_cls: 1.3650, loss: 1.3650, grad_norm: 3.3750 2020-09-12 07:57:38,648 - mmaction - INFO - Epoch [126][120/627] lr: 6.000e-03, eta: 4:29:33, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.6668, top5_acc: 0.8435, loss_cls: 1.3952, loss: 1.3952, grad_norm: 3.3894 2020-09-12 07:57:59,181 - mmaction - INFO - Epoch [126][140/627] lr: 6.000e-03, eta: 4:29:12, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6771, top5_acc: 0.8512, loss_cls: 1.3699, loss: 1.3699, grad_norm: 3.3597 2020-09-12 07:58:19,716 - mmaction - INFO - Epoch [126][160/627] lr: 6.000e-03, eta: 4:28:51, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8513, loss_cls: 1.3632, loss: 1.3632, grad_norm: 3.4019 2020-09-12 07:58:40,366 - mmaction - INFO - Epoch [126][180/627] lr: 6.000e-03, eta: 4:28:31, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3771, loss: 1.3771, grad_norm: 3.4118 2020-09-12 07:59:00,867 - mmaction - INFO - Epoch [126][200/627] lr: 6.000e-03, eta: 4:28:10, time: 1.025, data_time: 0.010, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8517, loss_cls: 1.3865, loss: 1.3865, grad_norm: 3.3984 2020-09-12 07:59:21,450 - mmaction - INFO - Epoch [126][220/627] lr: 6.000e-03, eta: 4:27:49, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.6724, top5_acc: 0.8492, loss_cls: 1.3638, loss: 1.3638, grad_norm: 3.3567 2020-09-12 07:59:42,024 - mmaction - INFO - Epoch [126][240/627] lr: 6.000e-03, eta: 4:27:28, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.6652, top5_acc: 0.8443, loss_cls: 1.3853, loss: 1.3853, grad_norm: 3.4467 2020-09-12 08:00:02,533 - mmaction - INFO - Epoch [126][260/627] lr: 6.000e-03, eta: 4:27:07, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6742, top5_acc: 0.8505, loss_cls: 1.3679, loss: 1.3679, grad_norm: 3.3821 2020-09-12 08:00:23,198 - mmaction - INFO - Epoch [126][280/627] lr: 6.000e-03, eta: 4:26:46, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.6743, top5_acc: 0.8465, loss_cls: 1.3775, loss: 1.3775, grad_norm: 3.3616 2020-09-12 08:00:43,734 - mmaction - INFO - Epoch [126][300/627] lr: 6.000e-03, eta: 4:26:26, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6672, top5_acc: 0.8517, loss_cls: 1.3855, loss: 1.3855, grad_norm: 3.3654 2020-09-12 08:01:04,303 - mmaction - INFO - Epoch [126][320/627] lr: 6.000e-03, eta: 4:26:05, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6836, top5_acc: 0.8542, loss_cls: 1.3381, loss: 1.3381, grad_norm: 3.3075 2020-09-12 08:01:24,939 - mmaction - INFO - Epoch [126][340/627] lr: 6.000e-03, eta: 4:25:44, time: 1.041, data_time: 0.014, memory: 8470, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.4118, loss: 1.4118, grad_norm: 3.4528 2020-09-12 08:01:45,580 - mmaction - INFO - Epoch [126][360/627] lr: 6.000e-03, eta: 4:25:23, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6747, top5_acc: 0.8474, loss_cls: 1.3775, loss: 1.3775, grad_norm: 3.3709 2020-09-12 08:02:06,249 - mmaction - INFO - Epoch [126][380/627] lr: 6.000e-03, eta: 4:25:02, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6701, top5_acc: 0.8464, loss_cls: 1.3947, loss: 1.3947, grad_norm: 3.3388 2020-09-12 08:02:26,879 - mmaction - INFO - Epoch [126][400/627] lr: 6.000e-03, eta: 4:24:41, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8504, loss_cls: 1.3746, loss: 1.3746, grad_norm: 3.3557 2020-09-12 08:02:47,508 - mmaction - INFO - Epoch [126][420/627] lr: 6.000e-03, eta: 4:24:21, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6741, top5_acc: 0.8520, loss_cls: 1.3647, loss: 1.3647, grad_norm: 3.3547 2020-09-12 08:03:08,086 - mmaction - INFO - Epoch [126][440/627] lr: 6.000e-03, eta: 4:24:00, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6783, top5_acc: 0.8538, loss_cls: 1.3500, loss: 1.3500, grad_norm: 3.3568 2020-09-12 08:03:28,697 - mmaction - INFO - Epoch [126][460/627] lr: 6.000e-03, eta: 4:23:39, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6725, top5_acc: 0.8482, loss_cls: 1.3751, loss: 1.3751, grad_norm: 3.4029 2020-09-12 08:03:49,206 - mmaction - INFO - Epoch [126][480/627] lr: 6.000e-03, eta: 4:23:18, time: 1.019, data_time: 0.005, memory: 8470, top1_acc: 0.6660, top5_acc: 0.8469, loss_cls: 1.3994, loss: 1.3994, grad_norm: 3.4194 2020-09-12 08:04:09,764 - mmaction - INFO - Epoch [126][500/627] lr: 6.000e-03, eta: 4:22:57, time: 1.025, data_time: 0.012, memory: 8470, top1_acc: 0.6799, top5_acc: 0.8540, loss_cls: 1.3448, loss: 1.3448, grad_norm: 3.3686 2020-09-12 08:04:30,521 - mmaction - INFO - Epoch [126][520/627] lr: 6.000e-03, eta: 4:22:36, time: 1.049, data_time: 0.016, memory: 8470, top1_acc: 0.6664, top5_acc: 0.8458, loss_cls: 1.3988, loss: 1.3988, grad_norm: 3.4202 2020-09-12 08:04:51,022 - mmaction - INFO - Epoch [126][540/627] lr: 6.000e-03, eta: 4:22:16, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6751, top5_acc: 0.8507, loss_cls: 1.3666, loss: 1.3666, grad_norm: 3.4259 2020-09-12 08:05:11,632 - mmaction - INFO - Epoch [126][560/627] lr: 6.000e-03, eta: 4:21:55, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6661, top5_acc: 0.8466, loss_cls: 1.4039, loss: 1.4039, grad_norm: 3.4549 2020-09-12 08:05:32,139 - mmaction - INFO - Epoch [126][580/627] lr: 6.000e-03, eta: 4:21:34, time: 1.022, data_time: 0.008, memory: 8470, top1_acc: 0.6676, top5_acc: 0.8443, loss_cls: 1.4112, loss: 1.4112, grad_norm: 3.3968 2020-09-12 08:05:52,737 - mmaction - INFO - Epoch [126][600/627] lr: 6.000e-03, eta: 4:21:13, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8430, loss_cls: 1.4141, loss: 1.4141, grad_norm: 3.4377 2020-09-12 08:06:13,284 - mmaction - INFO - Epoch [126][620/627] lr: 6.000e-03, eta: 4:20:52, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.6714, top5_acc: 0.8531, loss_cls: 1.3576, loss: 1.3576, grad_norm: 3.3903 2020-09-12 08:07:40,763 - mmaction - INFO - Epoch [127][20/627] lr: 6.000e-03, eta: 4:20:32, time: 3.346, data_time: 2.257, memory: 8470, top1_acc: 0.6767, top5_acc: 0.8499, loss_cls: 1.3575, loss: 1.3575, grad_norm: 3.3533 2020-09-12 08:08:01,358 - mmaction - INFO - Epoch [127][40/627] lr: 6.000e-03, eta: 4:20:11, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6693, top5_acc: 0.8449, loss_cls: 1.3872, loss: 1.3872, grad_norm: 3.3951 2020-09-12 08:08:21,904 - mmaction - INFO - Epoch [127][60/627] lr: 6.000e-03, eta: 4:19:50, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6759, top5_acc: 0.8516, loss_cls: 1.3587, loss: 1.3587, grad_norm: 3.3541 2020-09-12 08:08:42,443 - mmaction - INFO - Epoch [127][80/627] lr: 6.000e-03, eta: 4:19:29, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6671, top5_acc: 0.8470, loss_cls: 1.4001, loss: 1.4001, grad_norm: 3.4134 2020-09-12 08:09:02,954 - mmaction - INFO - Epoch [127][100/627] lr: 6.000e-03, eta: 4:19:08, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8518, loss_cls: 1.3413, loss: 1.3413, grad_norm: 3.3479 2020-09-12 08:09:23,462 - mmaction - INFO - Epoch [127][120/627] lr: 6.000e-03, eta: 4:18:47, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6711, top5_acc: 0.8549, loss_cls: 1.3723, loss: 1.3723, grad_norm: 3.4416 2020-09-12 08:09:44,095 - mmaction - INFO - Epoch [127][140/627] lr: 6.000e-03, eta: 4:18:26, time: 1.036, data_time: 0.006, memory: 8470, top1_acc: 0.6686, top5_acc: 0.8491, loss_cls: 1.3805, loss: 1.3805, grad_norm: 3.4196 2020-09-12 08:10:04,684 - mmaction - INFO - Epoch [127][160/627] lr: 6.000e-03, eta: 4:18:06, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6771, top5_acc: 0.8531, loss_cls: 1.3637, loss: 1.3637, grad_norm: 3.3621 2020-09-12 08:10:25,192 - mmaction - INFO - Epoch [127][180/627] lr: 6.000e-03, eta: 4:17:45, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.6741, top5_acc: 0.8514, loss_cls: 1.3628, loss: 1.3628, grad_norm: 3.4021 2020-09-12 08:10:45,773 - mmaction - INFO - Epoch [127][200/627] lr: 6.000e-03, eta: 4:17:24, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6757, top5_acc: 0.8507, loss_cls: 1.3541, loss: 1.3541, grad_norm: 3.3533 2020-09-12 08:11:06,303 - mmaction - INFO - Epoch [127][220/627] lr: 6.000e-03, eta: 4:17:03, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6686, top5_acc: 0.8507, loss_cls: 1.3939, loss: 1.3939, grad_norm: 3.4580 2020-09-12 08:11:26,824 - mmaction - INFO - Epoch [127][240/627] lr: 6.000e-03, eta: 4:16:42, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6734, top5_acc: 0.8529, loss_cls: 1.3527, loss: 1.3527, grad_norm: 3.3891 2020-09-12 08:11:47,399 - mmaction - INFO - Epoch [127][260/627] lr: 6.000e-03, eta: 4:16:21, time: 1.029, data_time: 0.020, memory: 8470, top1_acc: 0.6693, top5_acc: 0.8517, loss_cls: 1.3780, loss: 1.3780, grad_norm: 3.4137 2020-09-12 08:12:07,938 - mmaction - INFO - Epoch [127][280/627] lr: 6.000e-03, eta: 4:16:00, time: 1.018, data_time: 0.002, memory: 8470, top1_acc: 0.6725, top5_acc: 0.8493, loss_cls: 1.3791, loss: 1.3791, grad_norm: 3.3884 2020-09-12 08:12:28,506 - mmaction - INFO - Epoch [127][300/627] lr: 6.000e-03, eta: 4:15:40, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.6828, top5_acc: 0.8525, loss_cls: 1.3402, loss: 1.3402, grad_norm: 3.3744 2020-09-12 08:12:49,073 - mmaction - INFO - Epoch [127][320/627] lr: 6.000e-03, eta: 4:15:19, time: 1.033, data_time: 0.011, memory: 8470, top1_acc: 0.6745, top5_acc: 0.8556, loss_cls: 1.3416, loss: 1.3416, grad_norm: 3.3609 2020-09-12 08:13:09,676 - mmaction - INFO - Epoch [127][340/627] lr: 6.000e-03, eta: 4:14:58, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6635, top5_acc: 0.8448, loss_cls: 1.4138, loss: 1.4138, grad_norm: 3.4400 2020-09-12 08:13:30,328 - mmaction - INFO - Epoch [127][360/627] lr: 6.000e-03, eta: 4:14:37, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8475, loss_cls: 1.3792, loss: 1.3792, grad_norm: 3.4008 2020-09-12 08:13:50,899 - mmaction - INFO - Epoch [127][380/627] lr: 6.000e-03, eta: 4:14:16, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8475, loss_cls: 1.3933, loss: 1.3933, grad_norm: 3.4523 2020-09-12 08:14:11,421 - mmaction - INFO - Epoch [127][400/627] lr: 6.000e-03, eta: 4:13:55, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8435, loss_cls: 1.4019, loss: 1.4019, grad_norm: 3.4336 2020-09-12 08:14:31,942 - mmaction - INFO - Epoch [127][420/627] lr: 6.000e-03, eta: 4:13:35, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6725, top5_acc: 0.8491, loss_cls: 1.3868, loss: 1.3868, grad_norm: 3.3852 2020-09-12 08:14:52,481 - mmaction - INFO - Epoch [127][440/627] lr: 6.000e-03, eta: 4:13:14, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6648, top5_acc: 0.8465, loss_cls: 1.3782, loss: 1.3782, grad_norm: 3.3897 2020-09-12 08:15:13,056 - mmaction - INFO - Epoch [127][460/627] lr: 6.000e-03, eta: 4:12:53, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6772, top5_acc: 0.8534, loss_cls: 1.3672, loss: 1.3672, grad_norm: 3.3897 2020-09-12 08:15:33,512 - mmaction - INFO - Epoch [127][480/627] lr: 6.000e-03, eta: 4:12:32, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4009, loss: 1.4009, grad_norm: 3.4569 2020-09-12 08:15:54,007 - mmaction - INFO - Epoch [127][500/627] lr: 6.000e-03, eta: 4:12:11, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.6561, top5_acc: 0.8395, loss_cls: 1.4458, loss: 1.4458, grad_norm: 3.4839 2020-09-12 08:16:14,570 - mmaction - INFO - Epoch [127][520/627] lr: 6.000e-03, eta: 4:11:50, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6725, top5_acc: 0.8447, loss_cls: 1.3781, loss: 1.3781, grad_norm: 3.3750 2020-09-12 08:16:35,075 - mmaction - INFO - Epoch [127][540/627] lr: 6.000e-03, eta: 4:11:29, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6736, top5_acc: 0.8522, loss_cls: 1.3738, loss: 1.3738, grad_norm: 3.4307 2020-09-12 08:16:55,711 - mmaction - INFO - Epoch [127][560/627] lr: 6.000e-03, eta: 4:11:09, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.6736, top5_acc: 0.8520, loss_cls: 1.3725, loss: 1.3725, grad_norm: 3.4177 2020-09-12 08:17:16,249 - mmaction - INFO - Epoch [127][580/627] lr: 6.000e-03, eta: 4:10:48, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6745, top5_acc: 0.8553, loss_cls: 1.3595, loss: 1.3595, grad_norm: 3.4139 2020-09-12 08:17:36,789 - mmaction - INFO - Epoch [127][600/627] lr: 6.000e-03, eta: 4:10:27, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.6753, top5_acc: 0.8577, loss_cls: 1.3649, loss: 1.3649, grad_norm: 3.4262 2020-09-12 08:17:57,422 - mmaction - INFO - Epoch [127][620/627] lr: 6.000e-03, eta: 4:10:06, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.6734, top5_acc: 0.8493, loss_cls: 1.3754, loss: 1.3754, grad_norm: 3.4268 2020-09-12 08:18:35,041 - mmaction - INFO - Epoch [128][20/627] lr: 6.000e-03, eta: 4:09:39, time: 1.592, data_time: 0.535, memory: 8470, top1_acc: 0.6734, top5_acc: 0.8507, loss_cls: 1.3764, loss: 1.3764, grad_norm: 3.4492 2020-09-12 08:18:55,730 - mmaction - INFO - Epoch [128][40/627] lr: 6.000e-03, eta: 4:09:18, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8520, loss_cls: 1.3743, loss: 1.3743, grad_norm: 3.4735 2020-09-12 08:19:16,353 - mmaction - INFO - Epoch [128][60/627] lr: 6.000e-03, eta: 4:08:57, time: 1.041, data_time: 0.013, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3827, loss: 1.3827, grad_norm: 3.4773 2020-09-12 08:19:36,921 - mmaction - INFO - Epoch [128][80/627] lr: 6.000e-03, eta: 4:08:36, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8458, loss_cls: 1.3891, loss: 1.3891, grad_norm: 3.4368 2020-09-12 08:19:57,569 - mmaction - INFO - Epoch [128][100/627] lr: 6.000e-03, eta: 4:08:15, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6768, top5_acc: 0.8503, loss_cls: 1.3795, loss: 1.3795, grad_norm: 3.4055 2020-09-12 08:20:18,075 - mmaction - INFO - Epoch [128][120/627] lr: 6.000e-03, eta: 4:07:54, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6736, top5_acc: 0.8549, loss_cls: 1.3483, loss: 1.3483, grad_norm: 3.4102 2020-09-12 08:20:38,593 - mmaction - INFO - Epoch [128][140/627] lr: 6.000e-03, eta: 4:07:34, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.6707, top5_acc: 0.8577, loss_cls: 1.3381, loss: 1.3381, grad_norm: 3.4104 2020-09-12 08:20:59,141 - mmaction - INFO - Epoch [128][160/627] lr: 6.000e-03, eta: 4:07:13, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.6701, top5_acc: 0.8478, loss_cls: 1.3818, loss: 1.3818, grad_norm: 3.4515 2020-09-12 08:21:19,798 - mmaction - INFO - Epoch [128][180/627] lr: 6.000e-03, eta: 4:06:52, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8520, loss_cls: 1.3587, loss: 1.3587, grad_norm: 3.3830 2020-09-12 08:21:40,367 - mmaction - INFO - Epoch [128][200/627] lr: 6.000e-03, eta: 4:06:31, time: 1.021, data_time: 0.009, memory: 8470, top1_acc: 0.6767, top5_acc: 0.8548, loss_cls: 1.3432, loss: 1.3432, grad_norm: 3.4070 2020-09-12 08:22:00,954 - mmaction - INFO - Epoch [128][220/627] lr: 6.000e-03, eta: 4:06:10, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.6780, top5_acc: 0.8607, loss_cls: 1.3295, loss: 1.3295, grad_norm: 3.3914 2020-09-12 08:22:21,455 - mmaction - INFO - Epoch [128][240/627] lr: 6.000e-03, eta: 4:05:49, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6785, top5_acc: 0.8474, loss_cls: 1.3692, loss: 1.3692, grad_norm: 3.4306 2020-09-12 08:22:42,081 - mmaction - INFO - Epoch [128][260/627] lr: 6.000e-03, eta: 4:05:29, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6669, top5_acc: 0.8469, loss_cls: 1.3853, loss: 1.3853, grad_norm: 3.4204 2020-09-12 08:23:02,665 - mmaction - INFO - Epoch [128][280/627] lr: 6.000e-03, eta: 4:05:08, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6789, top5_acc: 0.8496, loss_cls: 1.3480, loss: 1.3480, grad_norm: 3.4043 2020-09-12 08:23:23,217 - mmaction - INFO - Epoch [128][300/627] lr: 6.000e-03, eta: 4:04:47, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.6823, top5_acc: 0.8530, loss_cls: 1.3545, loss: 1.3545, grad_norm: 3.3514 2020-09-12 08:23:43,742 - mmaction - INFO - Epoch [128][320/627] lr: 6.000e-03, eta: 4:04:26, time: 1.023, data_time: 0.012, memory: 8470, top1_acc: 0.6792, top5_acc: 0.8512, loss_cls: 1.3524, loss: 1.3524, grad_norm: 3.3762 2020-09-12 08:24:04,382 - mmaction - INFO - Epoch [128][340/627] lr: 6.000e-03, eta: 4:04:05, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8431, loss_cls: 1.4145, loss: 1.4145, grad_norm: 3.4924 2020-09-12 08:24:24,940 - mmaction - INFO - Epoch [128][360/627] lr: 6.000e-03, eta: 4:03:44, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6680, top5_acc: 0.8501, loss_cls: 1.3785, loss: 1.3785, grad_norm: 3.4763 2020-09-12 08:24:45,428 - mmaction - INFO - Epoch [128][380/627] lr: 6.000e-03, eta: 4:03:23, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8483, loss_cls: 1.3816, loss: 1.3816, grad_norm: 3.4217 2020-09-12 08:25:06,069 - mmaction - INFO - Epoch [128][400/627] lr: 6.000e-03, eta: 4:03:03, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6741, top5_acc: 0.8509, loss_cls: 1.3758, loss: 1.3758, grad_norm: 3.4389 2020-09-12 08:25:26,671 - mmaction - INFO - Epoch [128][420/627] lr: 6.000e-03, eta: 4:02:42, time: 1.035, data_time: 0.016, memory: 8470, top1_acc: 0.6560, top5_acc: 0.8473, loss_cls: 1.4264, loss: 1.4264, grad_norm: 3.5254 2020-09-12 08:25:47,170 - mmaction - INFO - Epoch [128][440/627] lr: 6.000e-03, eta: 4:02:21, time: 1.015, data_time: 0.004, memory: 8470, top1_acc: 0.6704, top5_acc: 0.8435, loss_cls: 1.3948, loss: 1.3948, grad_norm: 3.4425 2020-09-12 08:26:07,756 - mmaction - INFO - Epoch [128][460/627] lr: 6.000e-03, eta: 4:02:00, time: 1.032, data_time: 0.016, memory: 8470, top1_acc: 0.6815, top5_acc: 0.8539, loss_cls: 1.3631, loss: 1.3631, grad_norm: 3.4584 2020-09-12 08:26:28,295 - mmaction - INFO - Epoch [128][480/627] lr: 6.000e-03, eta: 4:01:39, time: 1.034, data_time: 0.013, memory: 8470, top1_acc: 0.6831, top5_acc: 0.8572, loss_cls: 1.3423, loss: 1.3423, grad_norm: 3.4127 2020-09-12 08:26:48,890 - mmaction - INFO - Epoch [128][500/627] lr: 6.000e-03, eta: 4:01:18, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6703, top5_acc: 0.8475, loss_cls: 1.3871, loss: 1.3871, grad_norm: 3.4482 2020-09-12 08:27:09,577 - mmaction - INFO - Epoch [128][520/627] lr: 6.000e-03, eta: 4:00:58, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.6708, top5_acc: 0.8579, loss_cls: 1.3534, loss: 1.3534, grad_norm: 3.4751 2020-09-12 08:27:30,204 - mmaction - INFO - Epoch [128][540/627] lr: 6.000e-03, eta: 4:00:37, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6732, top5_acc: 0.8488, loss_cls: 1.3773, loss: 1.3773, grad_norm: 3.3940 2020-09-12 08:27:50,673 - mmaction - INFO - Epoch [128][560/627] lr: 6.000e-03, eta: 4:00:16, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6677, top5_acc: 0.8479, loss_cls: 1.3959, loss: 1.3959, grad_norm: 3.4579 2020-09-12 08:28:11,315 - mmaction - INFO - Epoch [128][580/627] lr: 6.000e-03, eta: 3:59:55, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6707, top5_acc: 0.8467, loss_cls: 1.3943, loss: 1.3943, grad_norm: 3.4737 2020-09-12 08:28:31,865 - mmaction - INFO - Epoch [128][600/627] lr: 6.000e-03, eta: 3:59:34, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6773, top5_acc: 0.8513, loss_cls: 1.3703, loss: 1.3703, grad_norm: 3.5087 2020-09-12 08:28:52,544 - mmaction - INFO - Epoch [128][620/627] lr: 6.000e-03, eta: 3:59:13, time: 1.037, data_time: 0.009, memory: 8470, top1_acc: 0.6668, top5_acc: 0.8464, loss_cls: 1.3945, loss: 1.3945, grad_norm: 3.5182 2020-09-12 08:29:30,201 - mmaction - INFO - Epoch [129][20/627] lr: 6.000e-03, eta: 3:58:46, time: 1.595, data_time: 0.493, memory: 8470, top1_acc: 0.6837, top5_acc: 0.8578, loss_cls: 1.3277, loss: 1.3277, grad_norm: 3.3948 2020-09-12 08:29:50,736 - mmaction - INFO - Epoch [129][40/627] lr: 6.000e-03, eta: 3:58:25, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.6740, top5_acc: 0.8553, loss_cls: 1.3497, loss: 1.3497, grad_norm: 3.4478 2020-09-12 08:30:11,396 - mmaction - INFO - Epoch [129][60/627] lr: 6.000e-03, eta: 3:58:04, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8493, loss_cls: 1.3819, loss: 1.3819, grad_norm: 3.4801 2020-09-12 08:30:32,029 - mmaction - INFO - Epoch [129][80/627] lr: 6.000e-03, eta: 3:57:44, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.6760, top5_acc: 0.8512, loss_cls: 1.3534, loss: 1.3534, grad_norm: 3.4367 2020-09-12 08:30:52,542 - mmaction - INFO - Epoch [129][100/627] lr: 6.000e-03, eta: 3:57:23, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6743, top5_acc: 0.8492, loss_cls: 1.3577, loss: 1.3577, grad_norm: 3.4517 2020-09-12 08:31:13,120 - mmaction - INFO - Epoch [129][120/627] lr: 6.000e-03, eta: 3:57:02, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6730, top5_acc: 0.8495, loss_cls: 1.3573, loss: 1.3573, grad_norm: 3.4657 2020-09-12 08:31:33,626 - mmaction - INFO - Epoch [129][140/627] lr: 6.000e-03, eta: 3:56:41, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6695, top5_acc: 0.8462, loss_cls: 1.3930, loss: 1.3930, grad_norm: 3.5156 2020-09-12 08:31:54,135 - mmaction - INFO - Epoch [129][160/627] lr: 6.000e-03, eta: 3:56:20, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6802, top5_acc: 0.8563, loss_cls: 1.3346, loss: 1.3346, grad_norm: 3.4271 2020-09-12 08:32:14,803 - mmaction - INFO - Epoch [129][180/627] lr: 6.000e-03, eta: 3:55:59, time: 1.038, data_time: 0.009, memory: 8470, top1_acc: 0.6793, top5_acc: 0.8557, loss_cls: 1.3472, loss: 1.3472, grad_norm: 3.4612 2020-09-12 08:32:35,280 - mmaction - INFO - Epoch [129][200/627] lr: 6.000e-03, eta: 3:55:38, time: 1.016, data_time: 0.002, memory: 8470, top1_acc: 0.6745, top5_acc: 0.8517, loss_cls: 1.3624, loss: 1.3624, grad_norm: 3.4224 2020-09-12 08:32:55,837 - mmaction - INFO - Epoch [129][220/627] lr: 6.000e-03, eta: 3:55:18, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.6846, top5_acc: 0.8603, loss_cls: 1.3130, loss: 1.3130, grad_norm: 3.3919 2020-09-12 08:33:16,431 - mmaction - INFO - Epoch [129][240/627] lr: 6.000e-03, eta: 3:54:57, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3466, loss: 1.3466, grad_norm: 3.4529 2020-09-12 08:33:36,938 - mmaction - INFO - Epoch [129][260/627] lr: 6.000e-03, eta: 3:54:36, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8451, loss_cls: 1.3851, loss: 1.3851, grad_norm: 3.4672 2020-09-12 08:33:57,546 - mmaction - INFO - Epoch [129][280/627] lr: 6.000e-03, eta: 3:54:15, time: 1.031, data_time: 0.003, memory: 8470, top1_acc: 0.6770, top5_acc: 0.8471, loss_cls: 1.3726, loss: 1.3726, grad_norm: 3.4373 2020-09-12 08:34:18,089 - mmaction - INFO - Epoch [129][300/627] lr: 6.000e-03, eta: 3:53:54, time: 1.025, data_time: 0.002, memory: 8470, top1_acc: 0.6751, top5_acc: 0.8504, loss_cls: 1.3654, loss: 1.3654, grad_norm: 3.4738 2020-09-12 08:34:38,563 - mmaction - INFO - Epoch [129][320/627] lr: 6.000e-03, eta: 3:53:33, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.6777, top5_acc: 0.8538, loss_cls: 1.3544, loss: 1.3544, grad_norm: 3.4382 2020-09-12 08:34:59,035 - mmaction - INFO - Epoch [129][340/627] lr: 6.000e-03, eta: 3:53:13, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.6673, top5_acc: 0.8440, loss_cls: 1.4100, loss: 1.4100, grad_norm: 3.4748 2020-09-12 08:35:19,491 - mmaction - INFO - Epoch [129][360/627] lr: 6.000e-03, eta: 3:52:52, time: 1.020, data_time: 0.003, memory: 8470, top1_acc: 0.6704, top5_acc: 0.8464, loss_cls: 1.3887, loss: 1.3887, grad_norm: 3.4861 2020-09-12 08:35:40,071 - mmaction - INFO - Epoch [129][380/627] lr: 6.000e-03, eta: 3:52:31, time: 1.030, data_time: 0.015, memory: 8470, top1_acc: 0.6742, top5_acc: 0.8509, loss_cls: 1.3629, loss: 1.3629, grad_norm: 3.4985 2020-09-12 08:36:00,551 - mmaction - INFO - Epoch [129][400/627] lr: 6.000e-03, eta: 3:52:10, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6799, top5_acc: 0.8562, loss_cls: 1.3411, loss: 1.3411, grad_norm: 3.4329 2020-09-12 08:36:21,166 - mmaction - INFO - Epoch [129][420/627] lr: 6.000e-03, eta: 3:51:49, time: 1.031, data_time: 0.005, memory: 8470, top1_acc: 0.6699, top5_acc: 0.8525, loss_cls: 1.3715, loss: 1.3715, grad_norm: 3.5306 2020-09-12 08:36:41,698 - mmaction - INFO - Epoch [129][440/627] lr: 6.000e-03, eta: 3:51:28, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6809, top5_acc: 0.8578, loss_cls: 1.3415, loss: 1.3415, grad_norm: 3.4309 2020-09-12 08:37:02,203 - mmaction - INFO - Epoch [129][460/627] lr: 6.000e-03, eta: 3:51:07, time: 1.014, data_time: 0.003, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8483, loss_cls: 1.3916, loss: 1.3916, grad_norm: 3.5336 2020-09-12 08:37:22,783 - mmaction - INFO - Epoch [129][480/627] lr: 6.000e-03, eta: 3:50:47, time: 1.037, data_time: 0.014, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8467, loss_cls: 1.3712, loss: 1.3712, grad_norm: 3.4924 2020-09-12 08:37:43,424 - mmaction - INFO - Epoch [129][500/627] lr: 6.000e-03, eta: 3:50:26, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8513, loss_cls: 1.3719, loss: 1.3719, grad_norm: 3.4841 2020-09-12 08:38:03,962 - mmaction - INFO - Epoch [129][520/627] lr: 6.000e-03, eta: 3:50:05, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.6689, top5_acc: 0.8535, loss_cls: 1.3883, loss: 1.3883, grad_norm: 3.5008 2020-09-12 08:38:24,487 - mmaction - INFO - Epoch [129][540/627] lr: 6.000e-03, eta: 3:49:44, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6766, top5_acc: 0.8568, loss_cls: 1.3350, loss: 1.3350, grad_norm: 3.4630 2020-09-12 08:38:45,004 - mmaction - INFO - Epoch [129][560/627] lr: 6.000e-03, eta: 3:49:23, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.6626, top5_acc: 0.8457, loss_cls: 1.4103, loss: 1.4103, grad_norm: 3.5158 2020-09-12 08:39:05,619 - mmaction - INFO - Epoch [129][580/627] lr: 6.000e-03, eta: 3:49:02, time: 1.036, data_time: 0.010, memory: 8470, top1_acc: 0.6647, top5_acc: 0.8520, loss_cls: 1.3730, loss: 1.3730, grad_norm: 3.4986 2020-09-12 08:39:26,299 - mmaction - INFO - Epoch [129][600/627] lr: 6.000e-03, eta: 3:48:42, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.6673, top5_acc: 0.8479, loss_cls: 1.4004, loss: 1.4004, grad_norm: 3.4857 2020-09-12 08:39:46,904 - mmaction - INFO - Epoch [129][620/627] lr: 6.000e-03, eta: 3:48:21, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6763, top5_acc: 0.8526, loss_cls: 1.3619, loss: 1.3619, grad_norm: 3.4717 2020-09-12 08:40:24,605 - mmaction - INFO - Epoch [130][20/627] lr: 6.000e-03, eta: 3:47:53, time: 1.599, data_time: 0.514, memory: 8470, top1_acc: 0.6784, top5_acc: 0.8553, loss_cls: 1.3430, loss: 1.3430, grad_norm: 3.4366 2020-09-12 08:40:45,174 - mmaction - INFO - Epoch [130][40/627] lr: 6.000e-03, eta: 3:47:32, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8594, loss_cls: 1.3335, loss: 1.3335, grad_norm: 3.4647 2020-09-12 08:41:05,731 - mmaction - INFO - Epoch [130][60/627] lr: 6.000e-03, eta: 3:47:12, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6810, top5_acc: 0.8542, loss_cls: 1.3515, loss: 1.3515, grad_norm: 3.4756 2020-09-12 08:41:26,285 - mmaction - INFO - Epoch [130][80/627] lr: 6.000e-03, eta: 3:46:51, time: 1.019, data_time: 0.008, memory: 8470, top1_acc: 0.6777, top5_acc: 0.8507, loss_cls: 1.3739, loss: 1.3739, grad_norm: 3.4954 2020-09-12 08:41:46,869 - mmaction - INFO - Epoch [130][100/627] lr: 6.000e-03, eta: 3:46:30, time: 1.037, data_time: 0.012, memory: 8470, top1_acc: 0.6758, top5_acc: 0.8535, loss_cls: 1.3620, loss: 1.3620, grad_norm: 3.5321 2020-09-12 08:42:07,508 - mmaction - INFO - Epoch [130][120/627] lr: 6.000e-03, eta: 3:46:09, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.6793, top5_acc: 0.8509, loss_cls: 1.3521, loss: 1.3521, grad_norm: 3.4539 2020-09-12 08:42:28,077 - mmaction - INFO - Epoch [130][140/627] lr: 6.000e-03, eta: 3:45:48, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6828, top5_acc: 0.8608, loss_cls: 1.3213, loss: 1.3213, grad_norm: 3.4300 2020-09-12 08:42:48,632 - mmaction - INFO - Epoch [130][160/627] lr: 6.000e-03, eta: 3:45:27, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6622, top5_acc: 0.8451, loss_cls: 1.3919, loss: 1.3919, grad_norm: 3.5252 2020-09-12 08:43:09,194 - mmaction - INFO - Epoch [130][180/627] lr: 6.000e-03, eta: 3:45:07, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8484, loss_cls: 1.3837, loss: 1.3837, grad_norm: 3.5011 2020-09-12 08:43:29,832 - mmaction - INFO - Epoch [130][200/627] lr: 6.000e-03, eta: 3:44:46, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6720, top5_acc: 0.8552, loss_cls: 1.3563, loss: 1.3563, grad_norm: 3.5341 2020-09-12 08:43:50,340 - mmaction - INFO - Epoch [130][220/627] lr: 6.000e-03, eta: 3:44:25, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6663, top5_acc: 0.8470, loss_cls: 1.4042, loss: 1.4042, grad_norm: 3.5628 2020-09-12 08:44:11,012 - mmaction - INFO - Epoch [130][240/627] lr: 6.000e-03, eta: 3:44:04, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.6783, top5_acc: 0.8508, loss_cls: 1.3407, loss: 1.3407, grad_norm: 3.4531 2020-09-12 08:44:31,711 - mmaction - INFO - Epoch [130][260/627] lr: 6.000e-03, eta: 3:43:43, time: 1.036, data_time: 0.004, memory: 8470, top1_acc: 0.6848, top5_acc: 0.8591, loss_cls: 1.3074, loss: 1.3074, grad_norm: 3.3843 2020-09-12 08:44:52,168 - mmaction - INFO - Epoch [130][280/627] lr: 6.000e-03, eta: 3:43:22, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8479, loss_cls: 1.3750, loss: 1.3750, grad_norm: 3.4899 2020-09-12 08:45:12,794 - mmaction - INFO - Epoch [130][300/627] lr: 6.000e-03, eta: 3:43:02, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6630, top5_acc: 0.8474, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.5778 2020-09-12 08:45:33,351 - mmaction - INFO - Epoch [130][320/627] lr: 6.000e-03, eta: 3:42:41, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6684, top5_acc: 0.8508, loss_cls: 1.3744, loss: 1.3744, grad_norm: 3.4512 2020-09-12 08:45:53,822 - mmaction - INFO - Epoch [130][340/627] lr: 6.000e-03, eta: 3:42:20, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6828, top5_acc: 0.8590, loss_cls: 1.3260, loss: 1.3260, grad_norm: 3.4487 2020-09-12 08:46:14,336 - mmaction - INFO - Epoch [130][360/627] lr: 6.000e-03, eta: 3:41:59, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6764, top5_acc: 0.8435, loss_cls: 1.3820, loss: 1.3820, grad_norm: 3.4987 2020-09-12 08:46:34,854 - mmaction - INFO - Epoch [130][380/627] lr: 6.000e-03, eta: 3:41:38, time: 1.025, data_time: 0.009, memory: 8470, top1_acc: 0.6798, top5_acc: 0.8579, loss_cls: 1.3365, loss: 1.3365, grad_norm: 3.4704 2020-09-12 08:46:55,415 - mmaction - INFO - Epoch [130][400/627] lr: 6.000e-03, eta: 3:41:17, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6715, top5_acc: 0.8517, loss_cls: 1.3722, loss: 1.3722, grad_norm: 3.5297 2020-09-12 08:47:16,057 - mmaction - INFO - Epoch [130][420/627] lr: 6.000e-03, eta: 3:40:57, time: 1.030, data_time: 0.002, memory: 8470, top1_acc: 0.6690, top5_acc: 0.8445, loss_cls: 1.3911, loss: 1.3911, grad_norm: 3.4756 2020-09-12 08:47:36,584 - mmaction - INFO - Epoch [130][440/627] lr: 6.000e-03, eta: 3:40:36, time: 1.016, data_time: 0.007, memory: 8470, top1_acc: 0.6807, top5_acc: 0.8592, loss_cls: 1.3123, loss: 1.3123, grad_norm: 3.4276 2020-09-12 08:47:57,111 - mmaction - INFO - Epoch [130][460/627] lr: 6.000e-03, eta: 3:40:15, time: 1.038, data_time: 0.017, memory: 8470, top1_acc: 0.6848, top5_acc: 0.8549, loss_cls: 1.3402, loss: 1.3402, grad_norm: 3.4645 2020-09-12 08:48:17,724 - mmaction - INFO - Epoch [130][480/627] lr: 6.000e-03, eta: 3:39:54, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3525, loss: 1.3525, grad_norm: 3.4830 2020-09-12 08:48:38,321 - mmaction - INFO - Epoch [130][500/627] lr: 6.000e-03, eta: 3:39:33, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6684, top5_acc: 0.8531, loss_cls: 1.3810, loss: 1.3810, grad_norm: 3.5806 2020-09-12 08:48:58,904 - mmaction - INFO - Epoch [130][520/627] lr: 6.000e-03, eta: 3:39:12, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6673, top5_acc: 0.8457, loss_cls: 1.4114, loss: 1.4114, grad_norm: 3.5584 2020-09-12 08:49:19,462 - mmaction - INFO - Epoch [130][540/627] lr: 6.000e-03, eta: 3:38:52, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6661, top5_acc: 0.8410, loss_cls: 1.3927, loss: 1.3927, grad_norm: 3.5139 2020-09-12 08:49:39,994 - mmaction - INFO - Epoch [130][560/627] lr: 6.000e-03, eta: 3:38:31, time: 1.028, data_time: 0.013, memory: 8470, top1_acc: 0.6628, top5_acc: 0.8438, loss_cls: 1.4113, loss: 1.4113, grad_norm: 3.5321 2020-09-12 08:50:00,615 - mmaction - INFO - Epoch [130][580/627] lr: 6.000e-03, eta: 3:38:10, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6773, top5_acc: 0.8471, loss_cls: 1.3551, loss: 1.3551, grad_norm: 3.4645 2020-09-12 08:50:21,204 - mmaction - INFO - Epoch [130][600/627] lr: 6.000e-03, eta: 3:37:49, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6746, top5_acc: 0.8471, loss_cls: 1.3959, loss: 1.3959, grad_norm: 3.5247 2020-09-12 08:50:41,795 - mmaction - INFO - Epoch [130][620/627] lr: 6.000e-03, eta: 3:37:28, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.6721, top5_acc: 0.8516, loss_cls: 1.3578, loss: 1.3578, grad_norm: 3.4986 2020-09-12 08:50:47,522 - mmaction - INFO - Saving checkpoint at 130 epochs 2020-09-12 08:51:19,643 - mmaction - INFO - Epoch [131][20/627] lr: 6.000e-04, eta: 3:37:01, time: 1.569, data_time: 0.480, memory: 8470, top1_acc: 0.6796, top5_acc: 0.8518, loss_cls: 1.3292, loss: 1.3292, grad_norm: 3.4601 2020-09-12 08:51:40,376 - mmaction - INFO - Epoch [131][40/627] lr: 6.000e-04, eta: 3:36:40, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6811, top5_acc: 0.8522, loss_cls: 1.3591, loss: 1.3591, grad_norm: 3.4644 2020-09-12 08:52:00,967 - mmaction - INFO - Epoch [131][60/627] lr: 6.000e-04, eta: 3:36:19, time: 1.039, data_time: 0.019, memory: 8470, top1_acc: 0.6849, top5_acc: 0.8594, loss_cls: 1.3091, loss: 1.3091, grad_norm: 3.4623 2020-09-12 08:52:21,493 - mmaction - INFO - Epoch [131][80/627] lr: 6.000e-04, eta: 3:35:58, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6852, top5_acc: 0.8569, loss_cls: 1.3222, loss: 1.3222, grad_norm: 3.4277 2020-09-12 08:52:42,126 - mmaction - INFO - Epoch [131][100/627] lr: 6.000e-04, eta: 3:35:37, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6826, top5_acc: 0.8547, loss_cls: 1.3471, loss: 1.3471, grad_norm: 3.4714 2020-09-12 08:53:02,724 - mmaction - INFO - Epoch [131][120/627] lr: 6.000e-04, eta: 3:35:16, time: 1.040, data_time: 0.015, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8572, loss_cls: 1.3346, loss: 1.3346, grad_norm: 3.4911 2020-09-12 08:53:23,382 - mmaction - INFO - Epoch [131][140/627] lr: 6.000e-04, eta: 3:34:56, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8639, loss_cls: 1.2698, loss: 1.2698, grad_norm: 3.4392 2020-09-12 08:53:44,000 - mmaction - INFO - Epoch [131][160/627] lr: 6.000e-04, eta: 3:34:35, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6780, top5_acc: 0.8561, loss_cls: 1.3451, loss: 1.3451, grad_norm: 3.4897 2020-09-12 08:54:04,639 - mmaction - INFO - Epoch [131][180/627] lr: 6.000e-04, eta: 3:34:14, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.6938, top5_acc: 0.8632, loss_cls: 1.2756, loss: 1.2756, grad_norm: 3.4117 2020-09-12 08:54:25,178 - mmaction - INFO - Epoch [131][200/627] lr: 6.000e-04, eta: 3:33:53, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6857, top5_acc: 0.8568, loss_cls: 1.3123, loss: 1.3123, grad_norm: 3.4414 2020-09-12 08:54:45,722 - mmaction - INFO - Epoch [131][220/627] lr: 6.000e-04, eta: 3:33:32, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6911, top5_acc: 0.8574, loss_cls: 1.2984, loss: 1.2984, grad_norm: 3.4065 2020-09-12 08:55:06,300 - mmaction - INFO - Epoch [131][240/627] lr: 6.000e-04, eta: 3:33:11, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6789, top5_acc: 0.8574, loss_cls: 1.3230, loss: 1.3230, grad_norm: 3.4843 2020-09-12 08:55:26,863 - mmaction - INFO - Epoch [131][260/627] lr: 6.000e-04, eta: 3:32:51, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6805, top5_acc: 0.8604, loss_cls: 1.3316, loss: 1.3316, grad_norm: 3.4729 2020-09-12 08:55:47,457 - mmaction - INFO - Epoch [131][280/627] lr: 6.000e-04, eta: 3:32:30, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6841, top5_acc: 0.8510, loss_cls: 1.3390, loss: 1.3390, grad_norm: 3.4602 2020-09-12 08:56:07,960 - mmaction - INFO - Epoch [131][300/627] lr: 6.000e-04, eta: 3:32:09, time: 1.028, data_time: 0.019, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8590, loss_cls: 1.2906, loss: 1.2906, grad_norm: 3.4149 2020-09-12 08:56:28,523 - mmaction - INFO - Epoch [131][320/627] lr: 6.000e-04, eta: 3:31:48, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6814, top5_acc: 0.8548, loss_cls: 1.3275, loss: 1.3275, grad_norm: 3.4253 2020-09-12 08:56:49,060 - mmaction - INFO - Epoch [131][340/627] lr: 6.000e-04, eta: 3:31:27, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.6896, top5_acc: 0.8628, loss_cls: 1.2928, loss: 1.2928, grad_norm: 3.4459 2020-09-12 08:57:09,578 - mmaction - INFO - Epoch [131][360/627] lr: 6.000e-04, eta: 3:31:06, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.6772, top5_acc: 0.8587, loss_cls: 1.3336, loss: 1.3336, grad_norm: 3.4597 2020-09-12 08:57:30,159 - mmaction - INFO - Epoch [131][380/627] lr: 6.000e-04, eta: 3:30:46, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8555, loss_cls: 1.2997, loss: 1.2997, grad_norm: 3.4333 2020-09-12 08:57:50,686 - mmaction - INFO - Epoch [131][400/627] lr: 6.000e-04, eta: 3:30:25, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6952, top5_acc: 0.8604, loss_cls: 1.2918, loss: 1.2918, grad_norm: 3.3978 2020-09-12 08:58:11,323 - mmaction - INFO - Epoch [131][420/627] lr: 6.000e-04, eta: 3:30:04, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6812, top5_acc: 0.8583, loss_cls: 1.3216, loss: 1.3216, grad_norm: 3.4505 2020-09-12 08:58:31,947 - mmaction - INFO - Epoch [131][440/627] lr: 6.000e-04, eta: 3:29:43, time: 1.034, data_time: 0.007, memory: 8470, top1_acc: 0.6905, top5_acc: 0.8620, loss_cls: 1.2927, loss: 1.2927, grad_norm: 3.4060 2020-09-12 08:58:52,460 - mmaction - INFO - Epoch [131][460/627] lr: 6.000e-04, eta: 3:29:22, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6828, top5_acc: 0.8581, loss_cls: 1.3123, loss: 1.3123, grad_norm: 3.4397 2020-09-12 08:59:13,047 - mmaction - INFO - Epoch [131][480/627] lr: 6.000e-04, eta: 3:29:01, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6746, top5_acc: 0.8583, loss_cls: 1.3340, loss: 1.3340, grad_norm: 3.4846 2020-09-12 08:59:33,717 - mmaction - INFO - Epoch [131][500/627] lr: 6.000e-04, eta: 3:28:41, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6824, top5_acc: 0.8569, loss_cls: 1.3252, loss: 1.3252, grad_norm: 3.4324 2020-09-12 08:59:54,230 - mmaction - INFO - Epoch [131][520/627] lr: 6.000e-04, eta: 3:28:20, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6792, top5_acc: 0.8591, loss_cls: 1.3157, loss: 1.3157, grad_norm: 3.4903 2020-09-12 09:00:14,758 - mmaction - INFO - Epoch [131][540/627] lr: 6.000e-04, eta: 3:27:59, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.6893, top5_acc: 0.8612, loss_cls: 1.2915, loss: 1.2915, grad_norm: 3.4164 2020-09-12 09:00:35,364 - mmaction - INFO - Epoch [131][560/627] lr: 6.000e-04, eta: 3:27:38, time: 1.035, data_time: 0.010, memory: 8470, top1_acc: 0.6845, top5_acc: 0.8497, loss_cls: 1.3421, loss: 1.3421, grad_norm: 3.4943 2020-09-12 09:00:56,006 - mmaction - INFO - Epoch [131][580/627] lr: 6.000e-04, eta: 3:27:17, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8591, loss_cls: 1.3144, loss: 1.3144, grad_norm: 3.4570 2020-09-12 09:01:16,510 - mmaction - INFO - Epoch [131][600/627] lr: 6.000e-04, eta: 3:26:56, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6906, top5_acc: 0.8573, loss_cls: 1.3093, loss: 1.3093, grad_norm: 3.4414 2020-09-12 09:01:37,140 - mmaction - INFO - Epoch [131][620/627] lr: 6.000e-04, eta: 3:26:36, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6926, top5_acc: 0.8568, loss_cls: 1.2952, loss: 1.2952, grad_norm: 3.4100 2020-09-12 09:03:05,460 - mmaction - INFO - Epoch [132][20/627] lr: 6.000e-04, eta: 3:26:13, time: 3.313, data_time: 2.205, memory: 8470, top1_acc: 0.6987, top5_acc: 0.8665, loss_cls: 1.2543, loss: 1.2543, grad_norm: 3.3841 2020-09-12 09:03:25,934 - mmaction - INFO - Epoch [132][40/627] lr: 6.000e-04, eta: 3:25:52, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.6940, top5_acc: 0.8577, loss_cls: 1.3016, loss: 1.3016, grad_norm: 3.4425 2020-09-12 09:03:46,527 - mmaction - INFO - Epoch [132][60/627] lr: 6.000e-04, eta: 3:25:31, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6854, top5_acc: 0.8480, loss_cls: 1.3574, loss: 1.3574, grad_norm: 3.4930 2020-09-12 09:04:07,090 - mmaction - INFO - Epoch [132][80/627] lr: 6.000e-04, eta: 3:25:11, time: 1.028, data_time: 0.003, memory: 8470, top1_acc: 0.6809, top5_acc: 0.8568, loss_cls: 1.3243, loss: 1.3243, grad_norm: 3.4517 2020-09-12 09:04:27,658 - mmaction - INFO - Epoch [132][100/627] lr: 6.000e-04, eta: 3:24:50, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8603, loss_cls: 1.2987, loss: 1.2987, grad_norm: 3.4492 2020-09-12 09:04:48,182 - mmaction - INFO - Epoch [132][120/627] lr: 6.000e-04, eta: 3:24:29, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6842, top5_acc: 0.8474, loss_cls: 1.3425, loss: 1.3425, grad_norm: 3.4881 2020-09-12 09:05:08,783 - mmaction - INFO - Epoch [132][140/627] lr: 6.000e-04, eta: 3:24:08, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8629, loss_cls: 1.2719, loss: 1.2719, grad_norm: 3.4173 2020-09-12 09:05:29,304 - mmaction - INFO - Epoch [132][160/627] lr: 6.000e-04, eta: 3:23:47, time: 1.034, data_time: 0.022, memory: 8470, top1_acc: 0.6915, top5_acc: 0.8622, loss_cls: 1.2964, loss: 1.2964, grad_norm: 3.4610 2020-09-12 09:05:49,918 - mmaction - INFO - Epoch [132][180/627] lr: 6.000e-04, eta: 3:23:26, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.6888, top5_acc: 0.8549, loss_cls: 1.3025, loss: 1.3025, grad_norm: 3.4510 2020-09-12 09:06:10,372 - mmaction - INFO - Epoch [132][200/627] lr: 6.000e-04, eta: 3:23:06, time: 1.024, data_time: 0.002, memory: 8470, top1_acc: 0.6943, top5_acc: 0.8634, loss_cls: 1.2783, loss: 1.2783, grad_norm: 3.4160 2020-09-12 09:06:30,927 - mmaction - INFO - Epoch [132][220/627] lr: 6.000e-04, eta: 3:22:45, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6866, top5_acc: 0.8595, loss_cls: 1.3175, loss: 1.3175, grad_norm: 3.4855 2020-09-12 09:06:51,427 - mmaction - INFO - Epoch [132][240/627] lr: 6.000e-04, eta: 3:22:24, time: 1.024, data_time: 0.008, memory: 8470, top1_acc: 0.6934, top5_acc: 0.8651, loss_cls: 1.2686, loss: 1.2686, grad_norm: 3.4372 2020-09-12 09:07:11,952 - mmaction - INFO - Epoch [132][260/627] lr: 6.000e-04, eta: 3:22:03, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.6926, top5_acc: 0.8574, loss_cls: 1.3004, loss: 1.3004, grad_norm: 3.4619 2020-09-12 09:07:32,465 - mmaction - INFO - Epoch [132][280/627] lr: 6.000e-04, eta: 3:21:42, time: 1.017, data_time: 0.013, memory: 8470, top1_acc: 0.6897, top5_acc: 0.8616, loss_cls: 1.2919, loss: 1.2919, grad_norm: 3.4522 2020-09-12 09:07:53,014 - mmaction - INFO - Epoch [132][300/627] lr: 6.000e-04, eta: 3:21:21, time: 1.031, data_time: 0.012, memory: 8470, top1_acc: 0.6922, top5_acc: 0.8607, loss_cls: 1.3006, loss: 1.3006, grad_norm: 3.4617 2020-09-12 09:08:13,557 - mmaction - INFO - Epoch [132][320/627] lr: 6.000e-04, eta: 3:21:00, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6891, top5_acc: 0.8583, loss_cls: 1.2918, loss: 1.2918, grad_norm: 3.4653 2020-09-12 09:08:34,141 - mmaction - INFO - Epoch [132][340/627] lr: 6.000e-04, eta: 3:20:40, time: 1.023, data_time: 0.013, memory: 8470, top1_acc: 0.6826, top5_acc: 0.8533, loss_cls: 1.3251, loss: 1.3251, grad_norm: 3.5063 2020-09-12 09:08:54,670 - mmaction - INFO - Epoch [132][360/627] lr: 6.000e-04, eta: 3:20:19, time: 1.033, data_time: 0.017, memory: 8470, top1_acc: 0.6878, top5_acc: 0.8565, loss_cls: 1.3059, loss: 1.3059, grad_norm: 3.4796 2020-09-12 09:09:15,261 - mmaction - INFO - Epoch [132][380/627] lr: 6.000e-04, eta: 3:19:58, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.6934, top5_acc: 0.8667, loss_cls: 1.2813, loss: 1.2813, grad_norm: 3.4529 2020-09-12 09:09:35,783 - mmaction - INFO - Epoch [132][400/627] lr: 6.000e-04, eta: 3:19:37, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6841, top5_acc: 0.8549, loss_cls: 1.3224, loss: 1.3224, grad_norm: 3.4955 2020-09-12 09:09:56,284 - mmaction - INFO - Epoch [132][420/627] lr: 6.000e-04, eta: 3:19:16, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6835, top5_acc: 0.8493, loss_cls: 1.3408, loss: 1.3408, grad_norm: 3.5048 2020-09-12 09:10:16,907 - mmaction - INFO - Epoch [132][440/627] lr: 6.000e-04, eta: 3:18:55, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8624, loss_cls: 1.3007, loss: 1.3007, grad_norm: 3.4518 2020-09-12 09:10:37,418 - mmaction - INFO - Epoch [132][460/627] lr: 6.000e-04, eta: 3:18:35, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.6865, top5_acc: 0.8582, loss_cls: 1.2964, loss: 1.2964, grad_norm: 3.4796 2020-09-12 09:10:57,950 - mmaction - INFO - Epoch [132][480/627] lr: 6.000e-04, eta: 3:18:14, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6844, top5_acc: 0.8549, loss_cls: 1.3226, loss: 1.3226, grad_norm: 3.4507 2020-09-12 09:11:18,528 - mmaction - INFO - Epoch [132][500/627] lr: 6.000e-04, eta: 3:17:53, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6897, top5_acc: 0.8609, loss_cls: 1.2994, loss: 1.2994, grad_norm: 3.4616 2020-09-12 09:11:39,132 - mmaction - INFO - Epoch [132][520/627] lr: 6.000e-04, eta: 3:17:32, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6790, top5_acc: 0.8570, loss_cls: 1.3411, loss: 1.3411, grad_norm: 3.5064 2020-09-12 09:11:59,643 - mmaction - INFO - Epoch [132][540/627] lr: 6.000e-04, eta: 3:17:11, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8569, loss_cls: 1.3206, loss: 1.3206, grad_norm: 3.4500 2020-09-12 09:12:20,239 - mmaction - INFO - Epoch [132][560/627] lr: 6.000e-04, eta: 3:16:50, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6876, top5_acc: 0.8617, loss_cls: 1.3017, loss: 1.3017, grad_norm: 3.4905 2020-09-12 09:12:40,790 - mmaction - INFO - Epoch [132][580/627] lr: 6.000e-04, eta: 3:16:29, time: 1.026, data_time: 0.001, memory: 8470, top1_acc: 0.6896, top5_acc: 0.8578, loss_cls: 1.3101, loss: 1.3101, grad_norm: 3.4517 2020-09-12 09:13:01,303 - mmaction - INFO - Epoch [132][600/627] lr: 6.000e-04, eta: 3:16:09, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.6888, top5_acc: 0.8607, loss_cls: 1.2794, loss: 1.2794, grad_norm: 3.4244 2020-09-12 09:13:21,921 - mmaction - INFO - Epoch [132][620/627] lr: 6.000e-04, eta: 3:15:48, time: 1.036, data_time: 0.016, memory: 8470, top1_acc: 0.6892, top5_acc: 0.8629, loss_cls: 1.2913, loss: 1.2913, grad_norm: 3.4540 2020-09-12 09:13:59,676 - mmaction - INFO - Epoch [133][20/627] lr: 6.000e-04, eta: 3:15:20, time: 1.597, data_time: 0.510, memory: 8470, top1_acc: 0.6931, top5_acc: 0.8612, loss_cls: 1.2851, loss: 1.2851, grad_norm: 3.4467 2020-09-12 09:14:20,256 - mmaction - INFO - Epoch [133][40/627] lr: 6.000e-04, eta: 3:14:59, time: 1.036, data_time: 0.015, memory: 8470, top1_acc: 0.6837, top5_acc: 0.8561, loss_cls: 1.3279, loss: 1.3279, grad_norm: 3.4989 2020-09-12 09:14:40,799 - mmaction - INFO - Epoch [133][60/627] lr: 6.000e-04, eta: 3:14:39, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6930, top5_acc: 0.8608, loss_cls: 1.2923, loss: 1.2923, grad_norm: 3.4461 2020-09-12 09:15:01,415 - mmaction - INFO - Epoch [133][80/627] lr: 6.000e-04, eta: 3:14:18, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.6816, top5_acc: 0.8603, loss_cls: 1.3001, loss: 1.3001, grad_norm: 3.5142 2020-09-12 09:15:22,004 - mmaction - INFO - Epoch [133][100/627] lr: 6.000e-04, eta: 3:13:57, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.7004, top5_acc: 0.8645, loss_cls: 1.2530, loss: 1.2530, grad_norm: 3.3868 2020-09-12 09:15:42,604 - mmaction - INFO - Epoch [133][120/627] lr: 6.000e-04, eta: 3:13:36, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.7020, top5_acc: 0.8647, loss_cls: 1.2653, loss: 1.2653, grad_norm: 3.4440 2020-09-12 09:16:03,139 - mmaction - INFO - Epoch [133][140/627] lr: 6.000e-04, eta: 3:13:15, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.6845, top5_acc: 0.8596, loss_cls: 1.3088, loss: 1.3088, grad_norm: 3.4494 2020-09-12 09:16:23,643 - mmaction - INFO - Epoch [133][160/627] lr: 6.000e-04, eta: 3:12:54, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6871, top5_acc: 0.8548, loss_cls: 1.3253, loss: 1.3253, grad_norm: 3.4839 2020-09-12 09:16:44,099 - mmaction - INFO - Epoch [133][180/627] lr: 6.000e-04, eta: 3:12:34, time: 1.021, data_time: 0.004, memory: 8470, top1_acc: 0.6862, top5_acc: 0.8609, loss_cls: 1.3043, loss: 1.3043, grad_norm: 3.4949 2020-09-12 09:17:04,717 - mmaction - INFO - Epoch [133][200/627] lr: 6.000e-04, eta: 3:12:13, time: 1.029, data_time: 0.015, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8557, loss_cls: 1.2879, loss: 1.2879, grad_norm: 3.4228 2020-09-12 09:17:25,317 - mmaction - INFO - Epoch [133][220/627] lr: 6.000e-04, eta: 3:11:52, time: 1.027, data_time: 0.015, memory: 8470, top1_acc: 0.6901, top5_acc: 0.8604, loss_cls: 1.3139, loss: 1.3139, grad_norm: 3.4817 2020-09-12 09:17:45,887 - mmaction - INFO - Epoch [133][240/627] lr: 6.000e-04, eta: 3:11:31, time: 1.024, data_time: 0.012, memory: 8470, top1_acc: 0.6841, top5_acc: 0.8598, loss_cls: 1.3101, loss: 1.3101, grad_norm: 3.5162 2020-09-12 09:18:06,394 - mmaction - INFO - Epoch [133][260/627] lr: 6.000e-04, eta: 3:11:10, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.6878, top5_acc: 0.8590, loss_cls: 1.2946, loss: 1.2946, grad_norm: 3.4360 2020-09-12 09:18:26,891 - mmaction - INFO - Epoch [133][280/627] lr: 6.000e-04, eta: 3:10:49, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.6815, top5_acc: 0.8531, loss_cls: 1.3399, loss: 1.3399, grad_norm: 3.4626 2020-09-12 09:18:47,441 - mmaction - INFO - Epoch [133][300/627] lr: 6.000e-04, eta: 3:10:28, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6871, top5_acc: 0.8656, loss_cls: 1.2769, loss: 1.2769, grad_norm: 3.4519 2020-09-12 09:19:08,049 - mmaction - INFO - Epoch [133][320/627] lr: 6.000e-04, eta: 3:10:08, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3087, loss: 1.3087, grad_norm: 3.5010 2020-09-12 09:19:28,631 - mmaction - INFO - Epoch [133][340/627] lr: 6.000e-04, eta: 3:09:47, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.6908, top5_acc: 0.8658, loss_cls: 1.2939, loss: 1.2939, grad_norm: 3.4820 2020-09-12 09:19:49,271 - mmaction - INFO - Epoch [133][360/627] lr: 6.000e-04, eta: 3:09:26, time: 1.041, data_time: 0.013, memory: 8470, top1_acc: 0.6888, top5_acc: 0.8569, loss_cls: 1.2986, loss: 1.2986, grad_norm: 3.4735 2020-09-12 09:20:09,787 - mmaction - INFO - Epoch [133][380/627] lr: 6.000e-04, eta: 3:09:05, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8645, loss_cls: 1.2662, loss: 1.2662, grad_norm: 3.4350 2020-09-12 09:20:30,397 - mmaction - INFO - Epoch [133][400/627] lr: 6.000e-04, eta: 3:08:44, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6883, top5_acc: 0.8599, loss_cls: 1.2912, loss: 1.2912, grad_norm: 3.4652 2020-09-12 09:20:50,999 - mmaction - INFO - Epoch [133][420/627] lr: 6.000e-04, eta: 3:08:23, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6904, top5_acc: 0.8578, loss_cls: 1.3133, loss: 1.3133, grad_norm: 3.4968 2020-09-12 09:21:11,596 - mmaction - INFO - Epoch [133][440/627] lr: 6.000e-04, eta: 3:08:03, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8645, loss_cls: 1.2890, loss: 1.2890, grad_norm: 3.4651 2020-09-12 09:21:32,172 - mmaction - INFO - Epoch [133][460/627] lr: 6.000e-04, eta: 3:07:42, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.7033, top5_acc: 0.8712, loss_cls: 1.2230, loss: 1.2230, grad_norm: 3.4218 2020-09-12 09:21:52,741 - mmaction - INFO - Epoch [133][480/627] lr: 6.000e-04, eta: 3:07:21, time: 1.037, data_time: 0.014, memory: 8470, top1_acc: 0.6901, top5_acc: 0.8587, loss_cls: 1.3010, loss: 1.3010, grad_norm: 3.4962 2020-09-12 09:22:13,325 - mmaction - INFO - Epoch [133][500/627] lr: 6.000e-04, eta: 3:07:00, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6897, top5_acc: 0.8533, loss_cls: 1.3230, loss: 1.3230, grad_norm: 3.4606 2020-09-12 09:22:33,842 - mmaction - INFO - Epoch [133][520/627] lr: 6.000e-04, eta: 3:06:39, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6915, top5_acc: 0.8620, loss_cls: 1.2993, loss: 1.2993, grad_norm: 3.4816 2020-09-12 09:22:54,365 - mmaction - INFO - Epoch [133][540/627] lr: 6.000e-04, eta: 3:06:18, time: 1.017, data_time: 0.005, memory: 8470, top1_acc: 0.6880, top5_acc: 0.8648, loss_cls: 1.2898, loss: 1.2898, grad_norm: 3.4753 2020-09-12 09:23:15,065 - mmaction - INFO - Epoch [133][560/627] lr: 6.000e-04, eta: 3:05:58, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.6771, top5_acc: 0.8551, loss_cls: 1.3480, loss: 1.3480, grad_norm: 3.5162 2020-09-12 09:23:35,748 - mmaction - INFO - Epoch [133][580/627] lr: 6.000e-04, eta: 3:05:37, time: 1.037, data_time: 0.014, memory: 8470, top1_acc: 0.6962, top5_acc: 0.8715, loss_cls: 1.2552, loss: 1.2552, grad_norm: 3.4612 2020-09-12 09:23:56,313 - mmaction - INFO - Epoch [133][600/627] lr: 6.000e-04, eta: 3:05:16, time: 1.034, data_time: 0.012, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8579, loss_cls: 1.3033, loss: 1.3033, grad_norm: 3.4701 2020-09-12 09:24:16,894 - mmaction - INFO - Epoch [133][620/627] lr: 6.000e-04, eta: 3:04:55, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6865, top5_acc: 0.8574, loss_cls: 1.3074, loss: 1.3074, grad_norm: 3.4894 2020-09-12 09:24:54,911 - mmaction - INFO - Epoch [134][20/627] lr: 6.000e-04, eta: 3:04:28, time: 1.615, data_time: 0.543, memory: 8470, top1_acc: 0.6926, top5_acc: 0.8591, loss_cls: 1.2958, loss: 1.2958, grad_norm: 3.4677 2020-09-12 09:25:15,518 - mmaction - INFO - Epoch [134][40/627] lr: 6.000e-04, eta: 3:04:07, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6988, top5_acc: 0.8629, loss_cls: 1.2574, loss: 1.2574, grad_norm: 3.4150 2020-09-12 09:25:36,114 - mmaction - INFO - Epoch [134][60/627] lr: 6.000e-04, eta: 3:03:46, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6889, top5_acc: 0.8625, loss_cls: 1.2968, loss: 1.2968, grad_norm: 3.4737 2020-09-12 09:25:56,691 - mmaction - INFO - Epoch [134][80/627] lr: 6.000e-04, eta: 3:03:25, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.6887, top5_acc: 0.8587, loss_cls: 1.2953, loss: 1.2953, grad_norm: 3.4353 2020-09-12 09:26:17,222 - mmaction - INFO - Epoch [134][100/627] lr: 6.000e-04, eta: 3:03:04, time: 1.027, data_time: 0.002, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8581, loss_cls: 1.3035, loss: 1.3035, grad_norm: 3.5008 2020-09-12 09:26:37,830 - mmaction - INFO - Epoch [134][120/627] lr: 6.000e-04, eta: 3:02:43, time: 1.027, data_time: 0.002, memory: 8470, top1_acc: 0.6927, top5_acc: 0.8633, loss_cls: 1.2622, loss: 1.2622, grad_norm: 3.4435 2020-09-12 09:26:58,502 - mmaction - INFO - Epoch [134][140/627] lr: 6.000e-04, eta: 3:02:23, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6803, top5_acc: 0.8547, loss_cls: 1.3245, loss: 1.3245, grad_norm: 3.5414 2020-09-12 09:27:19,135 - mmaction - INFO - Epoch [134][160/627] lr: 6.000e-04, eta: 3:02:02, time: 1.040, data_time: 0.016, memory: 8470, top1_acc: 0.6823, top5_acc: 0.8596, loss_cls: 1.3239, loss: 1.3239, grad_norm: 3.4888 2020-09-12 09:27:39,629 - mmaction - INFO - Epoch [134][180/627] lr: 6.000e-04, eta: 3:01:41, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6962, top5_acc: 0.8590, loss_cls: 1.2859, loss: 1.2859, grad_norm: 3.4262 2020-09-12 09:28:00,183 - mmaction - INFO - Epoch [134][200/627] lr: 6.000e-04, eta: 3:01:20, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6802, top5_acc: 0.8577, loss_cls: 1.3186, loss: 1.3186, grad_norm: 3.4931 2020-09-12 09:28:20,756 - mmaction - INFO - Epoch [134][220/627] lr: 6.000e-04, eta: 3:00:59, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6865, top5_acc: 0.8581, loss_cls: 1.2978, loss: 1.2978, grad_norm: 3.5071 2020-09-12 09:28:41,250 - mmaction - INFO - Epoch [134][240/627] lr: 6.000e-04, eta: 3:00:38, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.6931, top5_acc: 0.8574, loss_cls: 1.2895, loss: 1.2895, grad_norm: 3.4557 2020-09-12 09:29:01,827 - mmaction - INFO - Epoch [134][260/627] lr: 6.000e-04, eta: 3:00:18, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6978, top5_acc: 0.8635, loss_cls: 1.2783, loss: 1.2783, grad_norm: 3.4734 2020-09-12 09:29:22,374 - mmaction - INFO - Epoch [134][280/627] lr: 6.000e-04, eta: 2:59:57, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.6898, top5_acc: 0.8592, loss_cls: 1.3043, loss: 1.3043, grad_norm: 3.4952 2020-09-12 09:29:42,980 - mmaction - INFO - Epoch [134][300/627] lr: 6.000e-04, eta: 2:59:36, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8557, loss_cls: 1.3092, loss: 1.3092, grad_norm: 3.4768 2020-09-12 09:30:03,593 - mmaction - INFO - Epoch [134][320/627] lr: 6.000e-04, eta: 2:59:15, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8599, loss_cls: 1.2788, loss: 1.2788, grad_norm: 3.4427 2020-09-12 09:30:24,320 - mmaction - INFO - Epoch [134][340/627] lr: 6.000e-04, eta: 2:58:54, time: 1.039, data_time: 0.011, memory: 8470, top1_acc: 0.6944, top5_acc: 0.8646, loss_cls: 1.2788, loss: 1.2788, grad_norm: 3.4169 2020-09-12 09:30:44,819 - mmaction - INFO - Epoch [134][360/627] lr: 6.000e-04, eta: 2:58:33, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6915, top5_acc: 0.8578, loss_cls: 1.2983, loss: 1.2983, grad_norm: 3.4714 2020-09-12 09:31:05,296 - mmaction - INFO - Epoch [134][380/627] lr: 6.000e-04, eta: 2:58:13, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.7023, top5_acc: 0.8642, loss_cls: 1.2535, loss: 1.2535, grad_norm: 3.4101 2020-09-12 09:31:25,882 - mmaction - INFO - Epoch [134][400/627] lr: 6.000e-04, eta: 2:57:52, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.7012, top5_acc: 0.8630, loss_cls: 1.2500, loss: 1.2500, grad_norm: 3.3952 2020-09-12 09:31:46,425 - mmaction - INFO - Epoch [134][420/627] lr: 6.000e-04, eta: 2:57:31, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8618, loss_cls: 1.2992, loss: 1.2992, grad_norm: 3.4558 2020-09-12 09:32:07,068 - mmaction - INFO - Epoch [134][440/627] lr: 6.000e-04, eta: 2:57:10, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8551, loss_cls: 1.3100, loss: 1.3100, grad_norm: 3.4686 2020-09-12 09:32:27,679 - mmaction - INFO - Epoch [134][460/627] lr: 6.000e-04, eta: 2:56:49, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8561, loss_cls: 1.2903, loss: 1.2903, grad_norm: 3.4376 2020-09-12 09:32:48,269 - mmaction - INFO - Epoch [134][480/627] lr: 6.000e-04, eta: 2:56:28, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8652, loss_cls: 1.2690, loss: 1.2690, grad_norm: 3.4683 2020-09-12 09:33:08,813 - mmaction - INFO - Epoch [134][500/627] lr: 6.000e-04, eta: 2:56:08, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.7049, top5_acc: 0.8671, loss_cls: 1.2479, loss: 1.2479, grad_norm: 3.4420 2020-09-12 09:33:29,335 - mmaction - INFO - Epoch [134][520/627] lr: 6.000e-04, eta: 2:55:47, time: 1.023, data_time: 0.009, memory: 8470, top1_acc: 0.6931, top5_acc: 0.8600, loss_cls: 1.2902, loss: 1.2902, grad_norm: 3.4398 2020-09-12 09:33:49,909 - mmaction - INFO - Epoch [134][540/627] lr: 6.000e-04, eta: 2:55:26, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.7018, top5_acc: 0.8715, loss_cls: 1.2361, loss: 1.2361, grad_norm: 3.4506 2020-09-12 09:34:10,469 - mmaction - INFO - Epoch [134][560/627] lr: 6.000e-04, eta: 2:55:05, time: 1.032, data_time: 0.011, memory: 8470, top1_acc: 0.6875, top5_acc: 0.8605, loss_cls: 1.2963, loss: 1.2963, grad_norm: 3.4760 2020-09-12 09:34:31,063 - mmaction - INFO - Epoch [134][580/627] lr: 6.000e-04, eta: 2:54:44, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8642, loss_cls: 1.2814, loss: 1.2814, grad_norm: 3.4992 2020-09-12 09:34:51,622 - mmaction - INFO - Epoch [134][600/627] lr: 6.000e-04, eta: 2:54:23, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6934, top5_acc: 0.8579, loss_cls: 1.2977, loss: 1.2977, grad_norm: 3.4627 2020-09-12 09:35:12,129 - mmaction - INFO - Epoch [134][620/627] lr: 6.000e-04, eta: 2:54:03, time: 1.024, data_time: 0.001, memory: 8470, top1_acc: 0.6832, top5_acc: 0.8529, loss_cls: 1.3285, loss: 1.3285, grad_norm: 3.5021 2020-09-12 09:35:49,774 - mmaction - INFO - Epoch [135][20/627] lr: 6.000e-04, eta: 2:53:35, time: 1.595, data_time: 0.502, memory: 8470, top1_acc: 0.6927, top5_acc: 0.8620, loss_cls: 1.2918, loss: 1.2918, grad_norm: 3.5033 2020-09-12 09:36:10,409 - mmaction - INFO - Epoch [135][40/627] lr: 6.000e-04, eta: 2:53:14, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.6910, top5_acc: 0.8572, loss_cls: 1.2902, loss: 1.2902, grad_norm: 3.4735 2020-09-12 09:36:31,055 - mmaction - INFO - Epoch [135][60/627] lr: 6.000e-04, eta: 2:52:53, time: 1.034, data_time: 0.008, memory: 8470, top1_acc: 0.6974, top5_acc: 0.8630, loss_cls: 1.2703, loss: 1.2703, grad_norm: 3.4483 2020-09-12 09:36:51,568 - mmaction - INFO - Epoch [135][80/627] lr: 6.000e-04, eta: 2:52:32, time: 1.015, data_time: 0.014, memory: 8470, top1_acc: 0.6911, top5_acc: 0.8699, loss_cls: 1.2648, loss: 1.2648, grad_norm: 3.4689 2020-09-12 09:37:12,130 - mmaction - INFO - Epoch [135][100/627] lr: 6.000e-04, eta: 2:52:12, time: 1.038, data_time: 0.014, memory: 8470, top1_acc: 0.7007, top5_acc: 0.8674, loss_cls: 1.2430, loss: 1.2430, grad_norm: 3.4360 2020-09-12 09:37:32,680 - mmaction - INFO - Epoch [135][120/627] lr: 6.000e-04, eta: 2:51:51, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.6896, top5_acc: 0.8595, loss_cls: 1.2824, loss: 1.2824, grad_norm: 3.4559 2020-09-12 09:37:53,196 - mmaction - INFO - Epoch [135][140/627] lr: 6.000e-04, eta: 2:51:30, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6902, top5_acc: 0.8607, loss_cls: 1.2763, loss: 1.2763, grad_norm: 3.5023 2020-09-12 09:38:13,901 - mmaction - INFO - Epoch [135][160/627] lr: 6.000e-04, eta: 2:51:09, time: 1.036, data_time: 0.004, memory: 8470, top1_acc: 0.6936, top5_acc: 0.8650, loss_cls: 1.2713, loss: 1.2713, grad_norm: 3.4659 2020-09-12 09:38:34,388 - mmaction - INFO - Epoch [135][180/627] lr: 6.000e-04, eta: 2:50:48, time: 1.016, data_time: 0.003, memory: 8470, top1_acc: 0.6923, top5_acc: 0.8565, loss_cls: 1.2979, loss: 1.2979, grad_norm: 3.4773 2020-09-12 09:38:54,997 - mmaction - INFO - Epoch [135][200/627] lr: 6.000e-04, eta: 2:50:27, time: 1.033, data_time: 0.014, memory: 8470, top1_acc: 0.6932, top5_acc: 0.8671, loss_cls: 1.2805, loss: 1.2805, grad_norm: 3.4978 2020-09-12 09:39:15,561 - mmaction - INFO - Epoch [135][220/627] lr: 6.000e-04, eta: 2:50:07, time: 1.033, data_time: 0.010, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8605, loss_cls: 1.2973, loss: 1.2973, grad_norm: 3.4920 2020-09-12 09:39:36,227 - mmaction - INFO - Epoch [135][240/627] lr: 6.000e-04, eta: 2:49:46, time: 1.033, data_time: 0.004, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2717, loss: 1.2717, grad_norm: 3.4566 2020-09-12 09:39:56,755 - mmaction - INFO - Epoch [135][260/627] lr: 6.000e-04, eta: 2:49:25, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6855, top5_acc: 0.8603, loss_cls: 1.2965, loss: 1.2965, grad_norm: 3.5202 2020-09-12 09:40:17,349 - mmaction - INFO - Epoch [135][280/627] lr: 6.000e-04, eta: 2:49:04, time: 1.020, data_time: 0.007, memory: 8470, top1_acc: 0.6898, top5_acc: 0.8583, loss_cls: 1.2889, loss: 1.2889, grad_norm: 3.5176 2020-09-12 09:40:37,811 - mmaction - INFO - Epoch [135][300/627] lr: 6.000e-04, eta: 2:48:43, time: 1.029, data_time: 0.016, memory: 8470, top1_acc: 0.7020, top5_acc: 0.8648, loss_cls: 1.2536, loss: 1.2536, grad_norm: 3.4243 2020-09-12 09:40:58,406 - mmaction - INFO - Epoch [135][320/627] lr: 6.000e-04, eta: 2:48:22, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.6905, top5_acc: 0.8559, loss_cls: 1.2995, loss: 1.2995, grad_norm: 3.4903 2020-09-12 09:41:18,934 - mmaction - INFO - Epoch [135][340/627] lr: 6.000e-04, eta: 2:48:02, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6898, top5_acc: 0.8572, loss_cls: 1.3030, loss: 1.3030, grad_norm: 3.5204 2020-09-12 09:41:39,545 - mmaction - INFO - Epoch [135][360/627] lr: 6.000e-04, eta: 2:47:41, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6882, top5_acc: 0.8624, loss_cls: 1.2883, loss: 1.2883, grad_norm: 3.5021 2020-09-12 09:42:00,155 - mmaction - INFO - Epoch [135][380/627] lr: 6.000e-04, eta: 2:47:20, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6935, top5_acc: 0.8604, loss_cls: 1.2949, loss: 1.2949, grad_norm: 3.4804 2020-09-12 09:42:20,746 - mmaction - INFO - Epoch [135][400/627] lr: 6.000e-04, eta: 2:46:59, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6891, top5_acc: 0.8615, loss_cls: 1.2871, loss: 1.2871, grad_norm: 3.4840 2020-09-12 09:42:41,326 - mmaction - INFO - Epoch [135][420/627] lr: 6.000e-04, eta: 2:46:38, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6921, top5_acc: 0.8628, loss_cls: 1.2852, loss: 1.2852, grad_norm: 3.4901 2020-09-12 09:43:01,858 - mmaction - INFO - Epoch [135][440/627] lr: 6.000e-04, eta: 2:46:17, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6991, top5_acc: 0.8656, loss_cls: 1.2726, loss: 1.2726, grad_norm: 3.4940 2020-09-12 09:43:22,445 - mmaction - INFO - Epoch [135][460/627] lr: 6.000e-04, eta: 2:45:57, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6906, top5_acc: 0.8626, loss_cls: 1.2898, loss: 1.2898, grad_norm: 3.5134 2020-09-12 09:43:43,052 - mmaction - INFO - Epoch [135][480/627] lr: 6.000e-04, eta: 2:45:36, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8559, loss_cls: 1.2952, loss: 1.2952, grad_norm: 3.4983 2020-09-12 09:44:03,563 - mmaction - INFO - Epoch [135][500/627] lr: 6.000e-04, eta: 2:45:15, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.6928, top5_acc: 0.8639, loss_cls: 1.2766, loss: 1.2766, grad_norm: 3.5130 2020-09-12 09:44:24,064 - mmaction - INFO - Epoch [135][520/627] lr: 6.000e-04, eta: 2:44:54, time: 1.033, data_time: 0.019, memory: 8470, top1_acc: 0.6952, top5_acc: 0.8609, loss_cls: 1.2906, loss: 1.2906, grad_norm: 3.4868 2020-09-12 09:44:44,613 - mmaction - INFO - Epoch [135][540/627] lr: 6.000e-04, eta: 2:44:33, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6990, top5_acc: 0.8655, loss_cls: 1.2751, loss: 1.2751, grad_norm: 3.4665 2020-09-12 09:45:05,182 - mmaction - INFO - Epoch [135][560/627] lr: 6.000e-04, eta: 2:44:12, time: 1.029, data_time: 0.010, memory: 8470, top1_acc: 0.6850, top5_acc: 0.8585, loss_cls: 1.2993, loss: 1.2993, grad_norm: 3.4715 2020-09-12 09:45:25,713 - mmaction - INFO - Epoch [135][580/627] lr: 6.000e-04, eta: 2:43:52, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6909, top5_acc: 0.8616, loss_cls: 1.2940, loss: 1.2940, grad_norm: 3.4856 2020-09-12 09:45:46,350 - mmaction - INFO - Epoch [135][600/627] lr: 6.000e-04, eta: 2:43:31, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.7035, top5_acc: 0.8645, loss_cls: 1.2602, loss: 1.2602, grad_norm: 3.4624 2020-09-12 09:46:06,809 - mmaction - INFO - Epoch [135][620/627] lr: 6.000e-04, eta: 2:43:10, time: 1.027, data_time: 0.009, memory: 8470, top1_acc: 0.6970, top5_acc: 0.8658, loss_cls: 1.2532, loss: 1.2532, grad_norm: 3.4667 2020-09-12 09:46:12,508 - mmaction - INFO - Saving checkpoint at 135 epochs 2020-09-12 09:46:44,274 - mmaction - INFO - Epoch [136][20/627] lr: 6.000e-04, eta: 2:42:42, time: 1.545, data_time: 0.481, memory: 8470, top1_acc: 0.6967, top5_acc: 0.8612, loss_cls: 1.2774, loss: 1.2774, grad_norm: 3.4565 2020-09-12 09:47:04,808 - mmaction - INFO - Epoch [136][40/627] lr: 6.000e-04, eta: 2:42:21, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6971, top5_acc: 0.8660, loss_cls: 1.2594, loss: 1.2594, grad_norm: 3.4714 2020-09-12 09:47:25,444 - mmaction - INFO - Epoch [136][60/627] lr: 6.000e-04, eta: 2:42:01, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8639, loss_cls: 1.2588, loss: 1.2588, grad_norm: 3.4484 2020-09-12 09:47:46,015 - mmaction - INFO - Epoch [136][80/627] lr: 6.000e-04, eta: 2:41:40, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6957, top5_acc: 0.8645, loss_cls: 1.2623, loss: 1.2623, grad_norm: 3.4484 2020-09-12 09:48:06,632 - mmaction - INFO - Epoch [136][100/627] lr: 6.000e-04, eta: 2:41:19, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6952, top5_acc: 0.8625, loss_cls: 1.2811, loss: 1.2811, grad_norm: 3.4976 2020-09-12 09:48:27,196 - mmaction - INFO - Epoch [136][120/627] lr: 6.000e-04, eta: 2:40:58, time: 1.020, data_time: 0.015, memory: 8470, top1_acc: 0.6868, top5_acc: 0.8564, loss_cls: 1.3177, loss: 1.3177, grad_norm: 3.5647 2020-09-12 09:48:47,829 - mmaction - INFO - Epoch [136][140/627] lr: 6.000e-04, eta: 2:40:37, time: 1.041, data_time: 0.014, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2925, loss: 1.2925, grad_norm: 3.4708 2020-09-12 09:49:08,442 - mmaction - INFO - Epoch [136][160/627] lr: 6.000e-04, eta: 2:40:16, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6951, top5_acc: 0.8678, loss_cls: 1.2780, loss: 1.2780, grad_norm: 3.4831 2020-09-12 09:49:29,169 - mmaction - INFO - Epoch [136][180/627] lr: 6.000e-04, eta: 2:39:56, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6905, top5_acc: 0.8544, loss_cls: 1.3078, loss: 1.3078, grad_norm: 3.4927 2020-09-12 09:49:49,730 - mmaction - INFO - Epoch [136][200/627] lr: 6.000e-04, eta: 2:39:35, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.6901, top5_acc: 0.8661, loss_cls: 1.2762, loss: 1.2762, grad_norm: 3.5091 2020-09-12 09:50:10,293 - mmaction - INFO - Epoch [136][220/627] lr: 6.000e-04, eta: 2:39:14, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6984, top5_acc: 0.8678, loss_cls: 1.2541, loss: 1.2541, grad_norm: 3.5017 2020-09-12 09:50:30,942 - mmaction - INFO - Epoch [136][240/627] lr: 6.000e-04, eta: 2:38:53, time: 1.033, data_time: 0.003, memory: 8470, top1_acc: 0.7026, top5_acc: 0.8710, loss_cls: 1.2286, loss: 1.2286, grad_norm: 3.4280 2020-09-12 09:50:51,580 - mmaction - INFO - Epoch [136][260/627] lr: 6.000e-04, eta: 2:38:32, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8658, loss_cls: 1.2553, loss: 1.2553, grad_norm: 3.4408 2020-09-12 09:51:12,097 - mmaction - INFO - Epoch [136][280/627] lr: 6.000e-04, eta: 2:38:11, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8621, loss_cls: 1.2780, loss: 1.2780, grad_norm: 3.4912 2020-09-12 09:51:32,651 - mmaction - INFO - Epoch [136][300/627] lr: 6.000e-04, eta: 2:37:51, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6924, top5_acc: 0.8602, loss_cls: 1.2835, loss: 1.2835, grad_norm: 3.4652 2020-09-12 09:51:53,179 - mmaction - INFO - Epoch [136][320/627] lr: 6.000e-04, eta: 2:37:30, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6891, top5_acc: 0.8622, loss_cls: 1.2861, loss: 1.2861, grad_norm: 3.4851 2020-09-12 09:52:13,687 - mmaction - INFO - Epoch [136][340/627] lr: 6.000e-04, eta: 2:37:09, time: 1.016, data_time: 0.004, memory: 8470, top1_acc: 0.6887, top5_acc: 0.8609, loss_cls: 1.2929, loss: 1.2929, grad_norm: 3.5123 2020-09-12 09:52:34,318 - mmaction - INFO - Epoch [136][360/627] lr: 6.000e-04, eta: 2:36:48, time: 1.030, data_time: 0.016, memory: 8470, top1_acc: 0.6936, top5_acc: 0.8629, loss_cls: 1.2881, loss: 1.2881, grad_norm: 3.4991 2020-09-12 09:52:54,907 - mmaction - INFO - Epoch [136][380/627] lr: 6.000e-04, eta: 2:36:27, time: 1.039, data_time: 0.017, memory: 8470, top1_acc: 0.7018, top5_acc: 0.8609, loss_cls: 1.2899, loss: 1.2899, grad_norm: 3.4967 2020-09-12 09:53:15,490 - mmaction - INFO - Epoch [136][400/627] lr: 6.000e-04, eta: 2:36:06, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6987, top5_acc: 0.8646, loss_cls: 1.2664, loss: 1.2664, grad_norm: 3.5282 2020-09-12 09:53:36,085 - mmaction - INFO - Epoch [136][420/627] lr: 6.000e-04, eta: 2:35:46, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6935, top5_acc: 0.8638, loss_cls: 1.2704, loss: 1.2704, grad_norm: 3.4760 2020-09-12 09:53:56,620 - mmaction - INFO - Epoch [136][440/627] lr: 6.000e-04, eta: 2:35:25, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2288, loss: 1.2288, grad_norm: 3.4178 2020-09-12 09:54:17,198 - mmaction - INFO - Epoch [136][460/627] lr: 6.000e-04, eta: 2:35:04, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.6935, top5_acc: 0.8583, loss_cls: 1.2933, loss: 1.2933, grad_norm: 3.4633 2020-09-12 09:54:37,795 - mmaction - INFO - Epoch [136][480/627] lr: 6.000e-04, eta: 2:34:43, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6917, top5_acc: 0.8579, loss_cls: 1.3151, loss: 1.3151, grad_norm: 3.5349 2020-09-12 09:54:58,333 - mmaction - INFO - Epoch [136][500/627] lr: 6.000e-04, eta: 2:34:22, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6900, top5_acc: 0.8587, loss_cls: 1.3157, loss: 1.3157, grad_norm: 3.5121 2020-09-12 09:55:18,957 - mmaction - INFO - Epoch [136][520/627] lr: 6.000e-04, eta: 2:34:01, time: 1.031, data_time: 0.004, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8643, loss_cls: 1.2720, loss: 1.2720, grad_norm: 3.4693 2020-09-12 09:55:39,524 - mmaction - INFO - Epoch [136][540/627] lr: 6.000e-04, eta: 2:33:41, time: 1.018, data_time: 0.003, memory: 8470, top1_acc: 0.6979, top5_acc: 0.8650, loss_cls: 1.2615, loss: 1.2615, grad_norm: 3.5080 2020-09-12 09:56:00,010 - mmaction - INFO - Epoch [136][560/627] lr: 6.000e-04, eta: 2:33:20, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6913, top5_acc: 0.8582, loss_cls: 1.2937, loss: 1.2937, grad_norm: 3.5570 2020-09-12 09:56:20,557 - mmaction - INFO - Epoch [136][580/627] lr: 6.000e-04, eta: 2:32:59, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6948, top5_acc: 0.8659, loss_cls: 1.2664, loss: 1.2664, grad_norm: 3.4842 2020-09-12 09:56:41,061 - mmaction - INFO - Epoch [136][600/627] lr: 6.000e-04, eta: 2:32:38, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6861, top5_acc: 0.8513, loss_cls: 1.3319, loss: 1.3319, grad_norm: 3.5118 2020-09-12 09:57:01,574 - mmaction - INFO - Epoch [136][620/627] lr: 6.000e-04, eta: 2:32:17, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6978, top5_acc: 0.8633, loss_cls: 1.2661, loss: 1.2661, grad_norm: 3.4995 2020-09-12 09:57:38,990 - mmaction - INFO - Epoch [137][20/627] lr: 6.000e-04, eta: 2:31:50, time: 1.585, data_time: 0.534, memory: 8470, top1_acc: 0.6927, top5_acc: 0.8551, loss_cls: 1.2959, loss: 1.2959, grad_norm: 3.5118 2020-09-12 09:57:59,588 - mmaction - INFO - Epoch [137][40/627] lr: 6.000e-04, eta: 2:31:29, time: 1.022, data_time: 0.009, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8632, loss_cls: 1.2755, loss: 1.2755, grad_norm: 3.4738 2020-09-12 09:58:20,277 - mmaction - INFO - Epoch [137][60/627] lr: 6.000e-04, eta: 2:31:08, time: 1.042, data_time: 0.011, memory: 8470, top1_acc: 0.6971, top5_acc: 0.8629, loss_cls: 1.2757, loss: 1.2757, grad_norm: 3.4813 2020-09-12 09:58:40,878 - mmaction - INFO - Epoch [137][80/627] lr: 6.000e-04, eta: 2:30:47, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.7012, top5_acc: 0.8638, loss_cls: 1.2699, loss: 1.2699, grad_norm: 3.4520 2020-09-12 09:59:01,413 - mmaction - INFO - Epoch [137][100/627] lr: 6.000e-04, eta: 2:30:26, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6974, top5_acc: 0.8672, loss_cls: 1.2650, loss: 1.2650, grad_norm: 3.4783 2020-09-12 09:59:21,969 - mmaction - INFO - Epoch [137][120/627] lr: 6.000e-04, eta: 2:30:05, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6939, top5_acc: 0.8645, loss_cls: 1.2816, loss: 1.2816, grad_norm: 3.4826 2020-09-12 09:59:42,644 - mmaction - INFO - Epoch [137][140/627] lr: 6.000e-04, eta: 2:29:45, time: 1.033, data_time: 0.004, memory: 8470, top1_acc: 0.6897, top5_acc: 0.8572, loss_cls: 1.3029, loss: 1.3029, grad_norm: 3.5276 2020-09-12 10:00:03,191 - mmaction - INFO - Epoch [137][160/627] lr: 6.000e-04, eta: 2:29:24, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3109, loss: 1.3109, grad_norm: 3.5159 2020-09-12 10:00:23,742 - mmaction - INFO - Epoch [137][180/627] lr: 6.000e-04, eta: 2:29:03, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.7021, top5_acc: 0.8661, loss_cls: 1.2611, loss: 1.2611, grad_norm: 3.4515 2020-09-12 10:00:44,390 - mmaction - INFO - Epoch [137][200/627] lr: 6.000e-04, eta: 2:28:42, time: 1.021, data_time: 0.007, memory: 8470, top1_acc: 0.6943, top5_acc: 0.8626, loss_cls: 1.2843, loss: 1.2843, grad_norm: 3.5032 2020-09-12 10:01:05,068 - mmaction - INFO - Epoch [137][220/627] lr: 6.000e-04, eta: 2:28:21, time: 1.040, data_time: 0.013, memory: 8470, top1_acc: 0.6932, top5_acc: 0.8628, loss_cls: 1.2758, loss: 1.2758, grad_norm: 3.4373 2020-09-12 10:01:25,689 - mmaction - INFO - Epoch [137][240/627] lr: 6.000e-04, eta: 2:28:01, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6938, top5_acc: 0.8622, loss_cls: 1.2894, loss: 1.2894, grad_norm: 3.5503 2020-09-12 10:01:46,184 - mmaction - INFO - Epoch [137][260/627] lr: 6.000e-04, eta: 2:27:40, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6917, top5_acc: 0.8715, loss_cls: 1.2554, loss: 1.2554, grad_norm: 3.5331 2020-09-12 10:02:06,757 - mmaction - INFO - Epoch [137][280/627] lr: 6.000e-04, eta: 2:27:19, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6971, top5_acc: 0.8609, loss_cls: 1.2859, loss: 1.2859, grad_norm: 3.5209 2020-09-12 10:02:27,243 - mmaction - INFO - Epoch [137][300/627] lr: 6.000e-04, eta: 2:26:58, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6947, top5_acc: 0.8559, loss_cls: 1.2822, loss: 1.2822, grad_norm: 3.4919 2020-09-12 10:02:47,760 - mmaction - INFO - Epoch [137][320/627] lr: 6.000e-04, eta: 2:26:37, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6991, top5_acc: 0.8656, loss_cls: 1.2594, loss: 1.2594, grad_norm: 3.4700 2020-09-12 10:03:08,280 - mmaction - INFO - Epoch [137][340/627] lr: 6.000e-04, eta: 2:26:16, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6885, top5_acc: 0.8592, loss_cls: 1.2792, loss: 1.2792, grad_norm: 3.4819 2020-09-12 10:03:28,757 - mmaction - INFO - Epoch [137][360/627] lr: 6.000e-04, eta: 2:25:56, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.7047, top5_acc: 0.8652, loss_cls: 1.2550, loss: 1.2550, grad_norm: 3.4382 2020-09-12 10:03:49,284 - mmaction - INFO - Epoch [137][380/627] lr: 6.000e-04, eta: 2:25:35, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6949, top5_acc: 0.8655, loss_cls: 1.2526, loss: 1.2526, grad_norm: 3.5142 2020-09-12 10:04:09,947 - mmaction - INFO - Epoch [137][400/627] lr: 6.000e-04, eta: 2:25:14, time: 1.039, data_time: 0.023, memory: 8470, top1_acc: 0.6996, top5_acc: 0.8664, loss_cls: 1.2488, loss: 1.2488, grad_norm: 3.4960 2020-09-12 10:04:30,509 - mmaction - INFO - Epoch [137][420/627] lr: 6.000e-04, eta: 2:24:53, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6992, top5_acc: 0.8628, loss_cls: 1.2858, loss: 1.2858, grad_norm: 3.4426 2020-09-12 10:04:51,071 - mmaction - INFO - Epoch [137][440/627] lr: 6.000e-04, eta: 2:24:32, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.6982, top5_acc: 0.8676, loss_cls: 1.2490, loss: 1.2490, grad_norm: 3.4670 2020-09-12 10:05:11,612 - mmaction - INFO - Epoch [137][460/627] lr: 6.000e-04, eta: 2:24:11, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6892, top5_acc: 0.8590, loss_cls: 1.3035, loss: 1.3035, grad_norm: 3.5286 2020-09-12 10:05:32,054 - mmaction - INFO - Epoch [137][480/627] lr: 6.000e-04, eta: 2:23:51, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.6882, top5_acc: 0.8577, loss_cls: 1.2892, loss: 1.2892, grad_norm: 3.4993 2020-09-12 10:05:52,710 - mmaction - INFO - Epoch [137][500/627] lr: 6.000e-04, eta: 2:23:30, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6887, top5_acc: 0.8647, loss_cls: 1.2887, loss: 1.2887, grad_norm: 3.5041 2020-09-12 10:06:13,394 - mmaction - INFO - Epoch [137][520/627] lr: 6.000e-04, eta: 2:23:09, time: 1.037, data_time: 0.012, memory: 8470, top1_acc: 0.6948, top5_acc: 0.8594, loss_cls: 1.2936, loss: 1.2936, grad_norm: 3.5405 2020-09-12 10:06:34,041 - mmaction - INFO - Epoch [137][540/627] lr: 6.000e-04, eta: 2:22:48, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.6966, top5_acc: 0.8608, loss_cls: 1.2701, loss: 1.2701, grad_norm: 3.4712 2020-09-12 10:06:54,648 - mmaction - INFO - Epoch [137][560/627] lr: 6.000e-04, eta: 2:22:27, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6904, top5_acc: 0.8605, loss_cls: 1.3048, loss: 1.3048, grad_norm: 3.5150 2020-09-12 10:07:15,200 - mmaction - INFO - Epoch [137][580/627] lr: 6.000e-04, eta: 2:22:06, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8561, loss_cls: 1.3018, loss: 1.3018, grad_norm: 3.5106 2020-09-12 10:07:35,693 - mmaction - INFO - Epoch [137][600/627] lr: 6.000e-04, eta: 2:21:46, time: 1.023, data_time: 0.016, memory: 8470, top1_acc: 0.7065, top5_acc: 0.8648, loss_cls: 1.2543, loss: 1.2543, grad_norm: 3.4469 2020-09-12 10:07:56,281 - mmaction - INFO - Epoch [137][620/627] lr: 6.000e-04, eta: 2:21:25, time: 1.041, data_time: 0.015, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8681, loss_cls: 1.2644, loss: 1.2644, grad_norm: 3.5109 2020-09-12 10:09:06,670 - mmaction - INFO - Epoch [138][20/627] lr: 6.000e-04, eta: 2:20:59, time: 2.424, data_time: 1.362, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8607, loss_cls: 1.2740, loss: 1.2740, grad_norm: 3.4888 2020-09-12 10:09:27,137 - mmaction - INFO - Epoch [138][40/627] lr: 6.000e-04, eta: 2:20:38, time: 1.016, data_time: 0.008, memory: 8470, top1_acc: 0.6969, top5_acc: 0.8630, loss_cls: 1.2616, loss: 1.2616, grad_norm: 3.4847 2020-09-12 10:09:47,833 - mmaction - INFO - Epoch [138][60/627] lr: 6.000e-04, eta: 2:20:17, time: 1.043, data_time: 0.013, memory: 8470, top1_acc: 0.6997, top5_acc: 0.8647, loss_cls: 1.2664, loss: 1.2664, grad_norm: 3.5013 2020-09-12 10:10:08,279 - mmaction - INFO - Epoch [138][80/627] lr: 6.000e-04, eta: 2:19:56, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6914, top5_acc: 0.8596, loss_cls: 1.2845, loss: 1.2845, grad_norm: 3.5039 2020-09-12 10:10:28,862 - mmaction - INFO - Epoch [138][100/627] lr: 6.000e-04, eta: 2:19:35, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.7038, top5_acc: 0.8681, loss_cls: 1.2488, loss: 1.2488, grad_norm: 3.5040 2020-09-12 10:10:49,460 - mmaction - INFO - Epoch [138][120/627] lr: 6.000e-04, eta: 2:19:15, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.6971, top5_acc: 0.8590, loss_cls: 1.2822, loss: 1.2822, grad_norm: 3.5006 2020-09-12 10:11:09,909 - mmaction - INFO - Epoch [138][140/627] lr: 6.000e-04, eta: 2:18:54, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.6947, top5_acc: 0.8628, loss_cls: 1.2878, loss: 1.2878, grad_norm: 3.5079 2020-09-12 10:11:30,537 - mmaction - INFO - Epoch [138][160/627] lr: 6.000e-04, eta: 2:18:33, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.7057, top5_acc: 0.8723, loss_cls: 1.2303, loss: 1.2303, grad_norm: 3.5024 2020-09-12 10:11:51,075 - mmaction - INFO - Epoch [138][180/627] lr: 6.000e-04, eta: 2:18:12, time: 1.035, data_time: 0.017, memory: 8470, top1_acc: 0.6982, top5_acc: 0.8633, loss_cls: 1.2686, loss: 1.2686, grad_norm: 3.5029 2020-09-12 10:12:11,612 - mmaction - INFO - Epoch [138][200/627] lr: 6.000e-04, eta: 2:17:51, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.6944, top5_acc: 0.8646, loss_cls: 1.2673, loss: 1.2673, grad_norm: 3.4780 2020-09-12 10:12:32,126 - mmaction - INFO - Epoch [138][220/627] lr: 6.000e-04, eta: 2:17:30, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6913, top5_acc: 0.8637, loss_cls: 1.2817, loss: 1.2817, grad_norm: 3.5181 2020-09-12 10:12:52,668 - mmaction - INFO - Epoch [138][240/627] lr: 6.000e-04, eta: 2:17:10, time: 1.017, data_time: 0.011, memory: 8470, top1_acc: 0.6979, top5_acc: 0.8568, loss_cls: 1.2724, loss: 1.2724, grad_norm: 3.4718 2020-09-12 10:13:13,134 - mmaction - INFO - Epoch [138][260/627] lr: 6.000e-04, eta: 2:16:49, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.6983, top5_acc: 0.8656, loss_cls: 1.2591, loss: 1.2591, grad_norm: 3.4740 2020-09-12 10:13:33,703 - mmaction - INFO - Epoch [138][280/627] lr: 6.000e-04, eta: 2:16:28, time: 1.023, data_time: 0.013, memory: 8470, top1_acc: 0.6922, top5_acc: 0.8646, loss_cls: 1.2839, loss: 1.2839, grad_norm: 3.5295 2020-09-12 10:13:54,207 - mmaction - INFO - Epoch [138][300/627] lr: 6.000e-04, eta: 2:16:07, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8689, loss_cls: 1.2417, loss: 1.2417, grad_norm: 3.4819 2020-09-12 10:14:14,791 - mmaction - INFO - Epoch [138][320/627] lr: 6.000e-04, eta: 2:15:46, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8665, loss_cls: 1.2561, loss: 1.2561, grad_norm: 3.4764 2020-09-12 10:14:35,421 - mmaction - INFO - Epoch [138][340/627] lr: 6.000e-04, eta: 2:15:25, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.6980, top5_acc: 0.8697, loss_cls: 1.2373, loss: 1.2373, grad_norm: 3.4641 2020-09-12 10:14:55,807 - mmaction - INFO - Epoch [138][360/627] lr: 6.000e-04, eta: 2:15:05, time: 1.017, data_time: 0.016, memory: 8470, top1_acc: 0.6966, top5_acc: 0.8618, loss_cls: 1.2711, loss: 1.2711, grad_norm: 3.4933 2020-09-12 10:15:16,251 - mmaction - INFO - Epoch [138][380/627] lr: 6.000e-04, eta: 2:14:44, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.6919, top5_acc: 0.8587, loss_cls: 1.2844, loss: 1.2844, grad_norm: 3.5256 2020-09-12 10:15:36,730 - mmaction - INFO - Epoch [138][400/627] lr: 6.000e-04, eta: 2:14:23, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6919, top5_acc: 0.8646, loss_cls: 1.2816, loss: 1.2816, grad_norm: 3.5134 2020-09-12 10:15:57,324 - mmaction - INFO - Epoch [138][420/627] lr: 6.000e-04, eta: 2:14:02, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6977, top5_acc: 0.8621, loss_cls: 1.2758, loss: 1.2758, grad_norm: 3.5070 2020-09-12 10:16:17,962 - mmaction - INFO - Epoch [138][440/627] lr: 6.000e-04, eta: 2:13:41, time: 1.037, data_time: 0.009, memory: 8470, top1_acc: 0.6878, top5_acc: 0.8590, loss_cls: 1.3064, loss: 1.3064, grad_norm: 3.5733 2020-09-12 10:16:38,503 - mmaction - INFO - Epoch [138][460/627] lr: 6.000e-04, eta: 2:13:20, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6978, top5_acc: 0.8646, loss_cls: 1.2599, loss: 1.2599, grad_norm: 3.4670 2020-09-12 10:16:59,063 - mmaction - INFO - Epoch [138][480/627] lr: 6.000e-04, eta: 2:13:00, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.6948, top5_acc: 0.8605, loss_cls: 1.2982, loss: 1.2982, grad_norm: 3.5431 2020-09-12 10:17:19,755 - mmaction - INFO - Epoch [138][500/627] lr: 6.000e-04, eta: 2:12:39, time: 1.033, data_time: 0.003, memory: 8470, top1_acc: 0.6937, top5_acc: 0.8589, loss_cls: 1.2846, loss: 1.2846, grad_norm: 3.5077 2020-09-12 10:17:40,287 - mmaction - INFO - Epoch [138][520/627] lr: 6.000e-04, eta: 2:12:18, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6990, top5_acc: 0.8613, loss_cls: 1.2664, loss: 1.2664, grad_norm: 3.5157 2020-09-12 10:18:00,799 - mmaction - INFO - Epoch [138][540/627] lr: 6.000e-04, eta: 2:11:57, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6979, top5_acc: 0.8616, loss_cls: 1.2622, loss: 1.2622, grad_norm: 3.5027 2020-09-12 10:18:21,340 - mmaction - INFO - Epoch [138][560/627] lr: 6.000e-04, eta: 2:11:36, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6850, top5_acc: 0.8563, loss_cls: 1.3038, loss: 1.3038, grad_norm: 3.5265 2020-09-12 10:18:41,882 - mmaction - INFO - Epoch [138][580/627] lr: 6.000e-04, eta: 2:11:15, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6941, top5_acc: 0.8639, loss_cls: 1.2785, loss: 1.2785, grad_norm: 3.5309 2020-09-12 10:19:02,431 - mmaction - INFO - Epoch [138][600/627] lr: 6.000e-04, eta: 2:10:55, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.7007, top5_acc: 0.8719, loss_cls: 1.2409, loss: 1.2409, grad_norm: 3.4952 2020-09-12 10:19:23,042 - mmaction - INFO - Epoch [138][620/627] lr: 6.000e-04, eta: 2:10:34, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.6924, top5_acc: 0.8573, loss_cls: 1.3022, loss: 1.3022, grad_norm: 3.5617 2020-09-12 10:20:01,026 - mmaction - INFO - Epoch [139][20/627] lr: 6.000e-04, eta: 2:10:06, time: 1.612, data_time: 0.445, memory: 8470, top1_acc: 0.6939, top5_acc: 0.8634, loss_cls: 1.2854, loss: 1.2854, grad_norm: 3.5797 2020-09-12 10:20:21,588 - mmaction - INFO - Epoch [139][40/627] lr: 6.000e-04, eta: 2:09:45, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2659, loss: 1.2659, grad_norm: 3.5178 2020-09-12 10:20:42,150 - mmaction - INFO - Epoch [139][60/627] lr: 6.000e-04, eta: 2:09:24, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8632, loss_cls: 1.2747, loss: 1.2747, grad_norm: 3.5119 2020-09-12 10:21:02,636 - mmaction - INFO - Epoch [139][80/627] lr: 6.000e-04, eta: 2:09:04, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6910, top5_acc: 0.8520, loss_cls: 1.3048, loss: 1.3048, grad_norm: 3.5295 2020-09-12 10:21:23,179 - mmaction - INFO - Epoch [139][100/627] lr: 6.000e-04, eta: 2:08:43, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6991, top5_acc: 0.8660, loss_cls: 1.2510, loss: 1.2510, grad_norm: 3.4555 2020-09-12 10:21:43,664 - mmaction - INFO - Epoch [139][120/627] lr: 6.000e-04, eta: 2:08:22, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6910, top5_acc: 0.8626, loss_cls: 1.2859, loss: 1.2859, grad_norm: 3.5358 2020-09-12 10:22:04,269 - mmaction - INFO - Epoch [139][140/627] lr: 6.000e-04, eta: 2:08:01, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.7038, top5_acc: 0.8746, loss_cls: 1.2247, loss: 1.2247, grad_norm: 3.4810 2020-09-12 10:22:24,850 - mmaction - INFO - Epoch [139][160/627] lr: 6.000e-04, eta: 2:07:40, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6943, top5_acc: 0.8625, loss_cls: 1.2856, loss: 1.2856, grad_norm: 3.5407 2020-09-12 10:22:45,434 - mmaction - INFO - Epoch [139][180/627] lr: 6.000e-04, eta: 2:07:19, time: 1.028, data_time: 0.009, memory: 8470, top1_acc: 0.7013, top5_acc: 0.8654, loss_cls: 1.2581, loss: 1.2581, grad_norm: 3.4930 2020-09-12 10:23:06,036 - mmaction - INFO - Epoch [139][200/627] lr: 6.000e-04, eta: 2:06:59, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.7049, top5_acc: 0.8667, loss_cls: 1.2478, loss: 1.2478, grad_norm: 3.5198 2020-09-12 10:23:26,563 - mmaction - INFO - Epoch [139][220/627] lr: 6.000e-04, eta: 2:06:38, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.6995, top5_acc: 0.8628, loss_cls: 1.2657, loss: 1.2657, grad_norm: 3.5092 2020-09-12 10:23:47,241 - mmaction - INFO - Epoch [139][240/627] lr: 6.000e-04, eta: 2:06:17, time: 1.034, data_time: 0.005, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8639, loss_cls: 1.2791, loss: 1.2791, grad_norm: 3.5531 2020-09-12 10:24:07,708 - mmaction - INFO - Epoch [139][260/627] lr: 6.000e-04, eta: 2:05:56, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.7031, top5_acc: 0.8698, loss_cls: 1.2323, loss: 1.2323, grad_norm: 3.4744 2020-09-12 10:24:28,299 - mmaction - INFO - Epoch [139][280/627] lr: 6.000e-04, eta: 2:05:35, time: 1.024, data_time: 0.010, memory: 8470, top1_acc: 0.6965, top5_acc: 0.8591, loss_cls: 1.2977, loss: 1.2977, grad_norm: 3.5126 2020-09-12 10:24:48,791 - mmaction - INFO - Epoch [139][300/627] lr: 6.000e-04, eta: 2:05:14, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6852, top5_acc: 0.8592, loss_cls: 1.3035, loss: 1.3035, grad_norm: 3.5512 2020-09-12 10:25:09,304 - mmaction - INFO - Epoch [139][320/627] lr: 6.000e-04, eta: 2:04:54, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6969, top5_acc: 0.8576, loss_cls: 1.2783, loss: 1.2783, grad_norm: 3.4768 2020-09-12 10:25:29,956 - mmaction - INFO - Epoch [139][340/627] lr: 6.000e-04, eta: 2:04:33, time: 1.033, data_time: 0.006, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8630, loss_cls: 1.2663, loss: 1.2663, grad_norm: 3.4905 2020-09-12 10:25:50,457 - mmaction - INFO - Epoch [139][360/627] lr: 6.000e-04, eta: 2:04:12, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6969, top5_acc: 0.8615, loss_cls: 1.2609, loss: 1.2609, grad_norm: 3.4921 2020-09-12 10:26:11,060 - mmaction - INFO - Epoch [139][380/627] lr: 6.000e-04, eta: 2:03:51, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.7043, top5_acc: 0.8671, loss_cls: 1.2392, loss: 1.2392, grad_norm: 3.5110 2020-09-12 10:26:31,585 - mmaction - INFO - Epoch [139][400/627] lr: 6.000e-04, eta: 2:03:30, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6960, top5_acc: 0.8578, loss_cls: 1.2922, loss: 1.2922, grad_norm: 3.5068 2020-09-12 10:26:52,146 - mmaction - INFO - Epoch [139][420/627] lr: 6.000e-04, eta: 2:03:09, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.6919, top5_acc: 0.8586, loss_cls: 1.3000, loss: 1.3000, grad_norm: 3.5567 2020-09-12 10:27:12,656 - mmaction - INFO - Epoch [139][440/627] lr: 6.000e-04, eta: 2:02:49, time: 1.033, data_time: 0.017, memory: 8470, top1_acc: 0.6952, top5_acc: 0.8637, loss_cls: 1.2813, loss: 1.2813, grad_norm: 3.5199 2020-09-12 10:27:33,136 - mmaction - INFO - Epoch [139][460/627] lr: 6.000e-04, eta: 2:02:28, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.6931, top5_acc: 0.8634, loss_cls: 1.2726, loss: 1.2726, grad_norm: 3.4844 2020-09-12 10:27:53,761 - mmaction - INFO - Epoch [139][480/627] lr: 6.000e-04, eta: 2:02:07, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2740, loss: 1.2740, grad_norm: 3.5128 2020-09-12 10:28:14,395 - mmaction - INFO - Epoch [139][500/627] lr: 6.000e-04, eta: 2:01:46, time: 1.036, data_time: 0.011, memory: 8470, top1_acc: 0.6971, top5_acc: 0.8664, loss_cls: 1.2596, loss: 1.2596, grad_norm: 3.5398 2020-09-12 10:28:34,956 - mmaction - INFO - Epoch [139][520/627] lr: 6.000e-04, eta: 2:01:25, time: 1.021, data_time: 0.008, memory: 8470, top1_acc: 0.6927, top5_acc: 0.8569, loss_cls: 1.2895, loss: 1.2895, grad_norm: 3.5518 2020-09-12 10:28:55,530 - mmaction - INFO - Epoch [139][540/627] lr: 6.000e-04, eta: 2:01:05, time: 1.036, data_time: 0.021, memory: 8470, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.2860, loss: 1.2860, grad_norm: 3.5500 2020-09-12 10:29:16,132 - mmaction - INFO - Epoch [139][560/627] lr: 6.000e-04, eta: 2:00:44, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.6914, top5_acc: 0.8585, loss_cls: 1.2943, loss: 1.2943, grad_norm: 3.5437 2020-09-12 10:29:36,794 - mmaction - INFO - Epoch [139][580/627] lr: 6.000e-04, eta: 2:00:23, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6960, top5_acc: 0.8624, loss_cls: 1.2669, loss: 1.2669, grad_norm: 3.4971 2020-09-12 10:29:57,237 - mmaction - INFO - Epoch [139][600/627] lr: 6.000e-04, eta: 2:00:02, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.7005, top5_acc: 0.8664, loss_cls: 1.2581, loss: 1.2581, grad_norm: 3.5043 2020-09-12 10:30:17,824 - mmaction - INFO - Epoch [139][620/627] lr: 6.000e-04, eta: 1:59:41, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6978, top5_acc: 0.8668, loss_cls: 1.2567, loss: 1.2567, grad_norm: 3.5511 2020-09-12 10:30:55,763 - mmaction - INFO - Epoch [140][20/627] lr: 6.000e-04, eta: 1:59:14, time: 1.613, data_time: 0.544, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8615, loss_cls: 1.2634, loss: 1.2634, grad_norm: 3.4930 2020-09-12 10:31:16,343 - mmaction - INFO - Epoch [140][40/627] lr: 6.000e-04, eta: 1:58:53, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6908, top5_acc: 0.8639, loss_cls: 1.2868, loss: 1.2868, grad_norm: 3.5507 2020-09-12 10:31:36,951 - mmaction - INFO - Epoch [140][60/627] lr: 6.000e-04, eta: 1:58:32, time: 1.030, data_time: 0.003, memory: 8470, top1_acc: 0.7012, top5_acc: 0.8678, loss_cls: 1.2435, loss: 1.2435, grad_norm: 3.4605 2020-09-12 10:31:57,547 - mmaction - INFO - Epoch [140][80/627] lr: 6.000e-04, eta: 1:58:11, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6997, top5_acc: 0.8676, loss_cls: 1.2514, loss: 1.2514, grad_norm: 3.4823 2020-09-12 10:32:18,261 - mmaction - INFO - Epoch [140][100/627] lr: 6.000e-04, eta: 1:57:50, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8609, loss_cls: 1.2760, loss: 1.2760, grad_norm: 3.5058 2020-09-12 10:32:38,720 - mmaction - INFO - Epoch [140][120/627] lr: 6.000e-04, eta: 1:57:29, time: 1.032, data_time: 0.015, memory: 8470, top1_acc: 0.6879, top5_acc: 0.8594, loss_cls: 1.2858, loss: 1.2858, grad_norm: 3.5271 2020-09-12 10:32:59,385 - mmaction - INFO - Epoch [140][140/627] lr: 6.000e-04, eta: 1:57:09, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.7059, top5_acc: 0.8740, loss_cls: 1.2180, loss: 1.2180, grad_norm: 3.4724 2020-09-12 10:33:19,947 - mmaction - INFO - Epoch [140][160/627] lr: 6.000e-04, eta: 1:56:48, time: 1.018, data_time: 0.002, memory: 8470, top1_acc: 0.6866, top5_acc: 0.8629, loss_cls: 1.2875, loss: 1.2875, grad_norm: 3.5389 2020-09-12 10:33:40,401 - mmaction - INFO - Epoch [140][180/627] lr: 6.000e-04, eta: 1:56:27, time: 1.032, data_time: 0.014, memory: 8470, top1_acc: 0.6990, top5_acc: 0.8637, loss_cls: 1.2537, loss: 1.2537, grad_norm: 3.5360 2020-09-12 10:34:00,955 - mmaction - INFO - Epoch [140][200/627] lr: 6.000e-04, eta: 1:56:06, time: 1.017, data_time: 0.001, memory: 8470, top1_acc: 0.6979, top5_acc: 0.8632, loss_cls: 1.2610, loss: 1.2610, grad_norm: 3.5115 2020-09-12 10:34:21,490 - mmaction - INFO - Epoch [140][220/627] lr: 6.000e-04, eta: 1:55:45, time: 1.037, data_time: 0.015, memory: 8470, top1_acc: 0.7009, top5_acc: 0.8677, loss_cls: 1.2462, loss: 1.2462, grad_norm: 3.4655 2020-09-12 10:34:42,152 - mmaction - INFO - Epoch [140][240/627] lr: 6.000e-04, eta: 1:55:24, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6861, top5_acc: 0.8579, loss_cls: 1.3031, loss: 1.3031, grad_norm: 3.5768 2020-09-12 10:35:02,736 - mmaction - INFO - Epoch [140][260/627] lr: 6.000e-04, eta: 1:55:04, time: 1.037, data_time: 0.017, memory: 8470, top1_acc: 0.6931, top5_acc: 0.8658, loss_cls: 1.2613, loss: 1.2613, grad_norm: 3.5159 2020-09-12 10:35:23,319 - mmaction - INFO - Epoch [140][280/627] lr: 6.000e-04, eta: 1:54:43, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6866, top5_acc: 0.8566, loss_cls: 1.2963, loss: 1.2963, grad_norm: 3.5476 2020-09-12 10:35:43,859 - mmaction - INFO - Epoch [140][300/627] lr: 6.000e-04, eta: 1:54:22, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6921, top5_acc: 0.8594, loss_cls: 1.2981, loss: 1.2981, grad_norm: 3.4966 2020-09-12 10:36:04,431 - mmaction - INFO - Epoch [140][320/627] lr: 6.000e-04, eta: 1:54:01, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.7022, top5_acc: 0.8646, loss_cls: 1.2611, loss: 1.2611, grad_norm: 3.4642 2020-09-12 10:36:25,030 - mmaction - INFO - Epoch [140][340/627] lr: 6.000e-04, eta: 1:53:40, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6904, top5_acc: 0.8585, loss_cls: 1.2938, loss: 1.2938, grad_norm: 3.5574 2020-09-12 10:36:45,630 - mmaction - INFO - Epoch [140][360/627] lr: 6.000e-04, eta: 1:53:20, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6952, top5_acc: 0.8620, loss_cls: 1.2718, loss: 1.2718, grad_norm: 3.5213 2020-09-12 10:37:06,103 - mmaction - INFO - Epoch [140][380/627] lr: 6.000e-04, eta: 1:52:59, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.6871, top5_acc: 0.8551, loss_cls: 1.3077, loss: 1.3077, grad_norm: 3.5704 2020-09-12 10:37:26,676 - mmaction - INFO - Epoch [140][400/627] lr: 6.000e-04, eta: 1:52:38, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.7010, top5_acc: 0.8646, loss_cls: 1.2542, loss: 1.2542, grad_norm: 3.5446 2020-09-12 10:37:47,279 - mmaction - INFO - Epoch [140][420/627] lr: 6.000e-04, eta: 1:52:17, time: 1.032, data_time: 0.007, memory: 8470, top1_acc: 0.7043, top5_acc: 0.8701, loss_cls: 1.2406, loss: 1.2406, grad_norm: 3.4835 2020-09-12 10:38:07,791 - mmaction - INFO - Epoch [140][440/627] lr: 6.000e-04, eta: 1:51:56, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.7014, top5_acc: 0.8603, loss_cls: 1.2604, loss: 1.2604, grad_norm: 3.4602 2020-09-12 10:38:28,376 - mmaction - INFO - Epoch [140][460/627] lr: 6.000e-04, eta: 1:51:35, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6861, top5_acc: 0.8556, loss_cls: 1.3077, loss: 1.3077, grad_norm: 3.5693 2020-09-12 10:38:48,978 - mmaction - INFO - Epoch [140][480/627] lr: 6.000e-04, eta: 1:51:15, time: 1.025, data_time: 0.011, memory: 8470, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2726, loss: 1.2726, grad_norm: 3.5530 2020-09-12 10:39:09,492 - mmaction - INFO - Epoch [140][500/627] lr: 6.000e-04, eta: 1:50:54, time: 1.033, data_time: 0.015, memory: 8470, top1_acc: 0.6880, top5_acc: 0.8608, loss_cls: 1.2798, loss: 1.2798, grad_norm: 3.5449 2020-09-12 10:39:30,106 - mmaction - INFO - Epoch [140][520/627] lr: 6.000e-04, eta: 1:50:33, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8617, loss_cls: 1.2726, loss: 1.2726, grad_norm: 3.5456 2020-09-12 10:39:50,759 - mmaction - INFO - Epoch [140][540/627] lr: 6.000e-04, eta: 1:50:12, time: 1.033, data_time: 0.004, memory: 8470, top1_acc: 0.7046, top5_acc: 0.8702, loss_cls: 1.2303, loss: 1.2303, grad_norm: 3.5120 2020-09-12 10:40:11,285 - mmaction - INFO - Epoch [140][560/627] lr: 6.000e-04, eta: 1:49:51, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6883, top5_acc: 0.8587, loss_cls: 1.2906, loss: 1.2906, grad_norm: 3.5661 2020-09-12 10:40:31,852 - mmaction - INFO - Epoch [140][580/627] lr: 6.000e-04, eta: 1:49:30, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8669, loss_cls: 1.2732, loss: 1.2732, grad_norm: 3.5579 2020-09-12 10:40:52,495 - mmaction - INFO - Epoch [140][600/627] lr: 6.000e-04, eta: 1:49:10, time: 1.031, data_time: 0.006, memory: 8470, top1_acc: 0.6957, top5_acc: 0.8611, loss_cls: 1.2730, loss: 1.2730, grad_norm: 3.5299 2020-09-12 10:41:13,060 - mmaction - INFO - Epoch [140][620/627] lr: 6.000e-04, eta: 1:48:49, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6904, top5_acc: 0.8578, loss_cls: 1.3081, loss: 1.3081, grad_norm: 3.5706 2020-09-12 10:41:18,763 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-09-12 10:41:50,733 - mmaction - INFO - Epoch [141][20/627] lr: 6.000e-04, eta: 1:48:21, time: 1.514, data_time: 0.446, memory: 8470, top1_acc: 0.7014, top5_acc: 0.8672, loss_cls: 1.2421, loss: 1.2421, grad_norm: 3.4751 2020-09-12 10:42:11,400 - mmaction - INFO - Epoch [141][40/627] lr: 6.000e-04, eta: 1:48:00, time: 1.040, data_time: 0.017, memory: 8470, top1_acc: 0.7018, top5_acc: 0.8639, loss_cls: 1.2727, loss: 1.2727, grad_norm: 3.5296 2020-09-12 10:42:31,997 - mmaction - INFO - Epoch [141][60/627] lr: 6.000e-04, eta: 1:47:39, time: 1.029, data_time: 0.008, memory: 8470, top1_acc: 0.6901, top5_acc: 0.8513, loss_cls: 1.3104, loss: 1.3104, grad_norm: 3.5436 2020-09-12 10:42:52,586 - mmaction - INFO - Epoch [141][80/627] lr: 6.000e-04, eta: 1:47:18, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6904, top5_acc: 0.8592, loss_cls: 1.2880, loss: 1.2880, grad_norm: 3.5161 2020-09-12 10:43:13,257 - mmaction - INFO - Epoch [141][100/627] lr: 6.000e-04, eta: 1:46:58, time: 1.033, data_time: 0.005, memory: 8470, top1_acc: 0.6859, top5_acc: 0.8615, loss_cls: 1.2897, loss: 1.2897, grad_norm: 3.5586 2020-09-12 10:43:33,788 - mmaction - INFO - Epoch [141][120/627] lr: 6.000e-04, eta: 1:46:37, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.6879, top5_acc: 0.8539, loss_cls: 1.3134, loss: 1.3134, grad_norm: 3.5960 2020-09-12 10:43:54,465 - mmaction - INFO - Epoch [141][140/627] lr: 6.000e-04, eta: 1:46:16, time: 1.029, data_time: 0.003, memory: 8470, top1_acc: 0.6988, top5_acc: 0.8628, loss_cls: 1.2679, loss: 1.2679, grad_norm: 3.4954 2020-09-12 10:44:15,100 - mmaction - INFO - Epoch [141][160/627] lr: 6.000e-04, eta: 1:45:55, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.7035, top5_acc: 0.8652, loss_cls: 1.2437, loss: 1.2437, grad_norm: 3.5268 2020-09-12 10:44:35,648 - mmaction - INFO - Epoch [141][180/627] lr: 6.000e-04, eta: 1:45:34, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6943, top5_acc: 0.8578, loss_cls: 1.2919, loss: 1.2919, grad_norm: 3.5416 2020-09-12 10:44:56,260 - mmaction - INFO - Epoch [141][200/627] lr: 6.000e-04, eta: 1:45:14, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.7055, top5_acc: 0.8717, loss_cls: 1.2200, loss: 1.2200, grad_norm: 3.4986 2020-09-12 10:45:16,775 - mmaction - INFO - Epoch [141][220/627] lr: 6.000e-04, eta: 1:44:53, time: 1.033, data_time: 0.017, memory: 8470, top1_acc: 0.6966, top5_acc: 0.8678, loss_cls: 1.2549, loss: 1.2549, grad_norm: 3.5906 2020-09-12 10:45:37,272 - mmaction - INFO - Epoch [141][240/627] lr: 6.000e-04, eta: 1:44:32, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6962, top5_acc: 0.8684, loss_cls: 1.2697, loss: 1.2697, grad_norm: 3.5521 2020-09-12 10:45:57,775 - mmaction - INFO - Epoch [141][260/627] lr: 6.000e-04, eta: 1:44:11, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6937, top5_acc: 0.8634, loss_cls: 1.2787, loss: 1.2787, grad_norm: 3.5420 2020-09-12 10:46:18,267 - mmaction - INFO - Epoch [141][280/627] lr: 6.000e-04, eta: 1:43:50, time: 1.025, data_time: 0.003, memory: 8470, top1_acc: 0.6966, top5_acc: 0.8608, loss_cls: 1.2757, loss: 1.2757, grad_norm: 3.5207 2020-09-12 10:46:38,798 - mmaction - INFO - Epoch [141][300/627] lr: 6.000e-04, eta: 1:43:29, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.7029, top5_acc: 0.8681, loss_cls: 1.2276, loss: 1.2276, grad_norm: 3.4496 2020-09-12 10:46:59,451 - mmaction - INFO - Epoch [141][320/627] lr: 6.000e-04, eta: 1:43:09, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8616, loss_cls: 1.2777, loss: 1.2777, grad_norm: 3.5420 2020-09-12 10:47:20,069 - mmaction - INFO - Epoch [141][340/627] lr: 6.000e-04, eta: 1:42:48, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6952, top5_acc: 0.8661, loss_cls: 1.2694, loss: 1.2694, grad_norm: 3.5896 2020-09-12 10:47:40,755 - mmaction - INFO - Epoch [141][360/627] lr: 6.000e-04, eta: 1:42:27, time: 1.034, data_time: 0.009, memory: 8470, top1_acc: 0.6889, top5_acc: 0.8565, loss_cls: 1.3007, loss: 1.3007, grad_norm: 3.5617 2020-09-12 10:48:01,279 - mmaction - INFO - Epoch [141][380/627] lr: 6.000e-04, eta: 1:42:06, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6958, top5_acc: 0.8659, loss_cls: 1.2565, loss: 1.2565, grad_norm: 3.5434 2020-09-12 10:48:21,926 - mmaction - INFO - Epoch [141][400/627] lr: 6.000e-04, eta: 1:41:45, time: 1.043, data_time: 0.018, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8678, loss_cls: 1.2611, loss: 1.2611, grad_norm: 3.5233 2020-09-12 10:48:42,501 - mmaction - INFO - Epoch [141][420/627] lr: 6.000e-04, eta: 1:41:25, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6921, top5_acc: 0.8582, loss_cls: 1.3167, loss: 1.3167, grad_norm: 3.5765 2020-09-12 10:49:03,093 - mmaction - INFO - Epoch [141][440/627] lr: 6.000e-04, eta: 1:41:04, time: 1.014, data_time: 0.002, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8634, loss_cls: 1.2637, loss: 1.2637, grad_norm: 3.5531 2020-09-12 10:49:23,665 - mmaction - INFO - Epoch [141][460/627] lr: 6.000e-04, eta: 1:40:43, time: 1.030, data_time: 0.013, memory: 8470, top1_acc: 0.6902, top5_acc: 0.8620, loss_cls: 1.2988, loss: 1.2988, grad_norm: 3.5848 2020-09-12 10:49:44,327 - mmaction - INFO - Epoch [141][480/627] lr: 6.000e-04, eta: 1:40:22, time: 1.038, data_time: 0.008, memory: 8470, top1_acc: 0.6872, top5_acc: 0.8565, loss_cls: 1.3198, loss: 1.3198, grad_norm: 3.5898 2020-09-12 10:50:04,929 - mmaction - INFO - Epoch [141][500/627] lr: 6.000e-04, eta: 1:40:01, time: 1.031, data_time: 0.003, memory: 8470, top1_acc: 0.6973, top5_acc: 0.8590, loss_cls: 1.2856, loss: 1.2856, grad_norm: 3.5328 2020-09-12 10:50:25,433 - mmaction - INFO - Epoch [141][520/627] lr: 6.000e-04, eta: 1:39:40, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6923, top5_acc: 0.8604, loss_cls: 1.2978, loss: 1.2978, grad_norm: 3.5640 2020-09-12 10:50:46,089 - mmaction - INFO - Epoch [141][540/627] lr: 6.000e-04, eta: 1:39:20, time: 1.032, data_time: 0.004, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8686, loss_cls: 1.2387, loss: 1.2387, grad_norm: 3.5466 2020-09-12 10:51:06,626 - mmaction - INFO - Epoch [141][560/627] lr: 6.000e-04, eta: 1:38:59, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.7079, top5_acc: 0.8716, loss_cls: 1.2146, loss: 1.2146, grad_norm: 3.4854 2020-09-12 10:51:27,189 - mmaction - INFO - Epoch [141][580/627] lr: 6.000e-04, eta: 1:38:38, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6943, top5_acc: 0.8594, loss_cls: 1.2741, loss: 1.2741, grad_norm: 3.4883 2020-09-12 10:51:47,567 - mmaction - INFO - Epoch [141][600/627] lr: 6.000e-04, eta: 1:38:17, time: 1.018, data_time: 0.007, memory: 8470, top1_acc: 0.6977, top5_acc: 0.8638, loss_cls: 1.2803, loss: 1.2803, grad_norm: 3.5899 2020-09-12 10:52:08,123 - mmaction - INFO - Epoch [141][620/627] lr: 6.000e-04, eta: 1:37:56, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6977, top5_acc: 0.8655, loss_cls: 1.2645, loss: 1.2645, grad_norm: 3.5579 2020-09-12 10:52:45,805 - mmaction - INFO - Epoch [142][20/627] lr: 6.000e-04, eta: 1:37:29, time: 1.597, data_time: 0.447, memory: 8470, top1_acc: 0.7096, top5_acc: 0.8686, loss_cls: 1.2227, loss: 1.2227, grad_norm: 3.4642 2020-09-12 10:53:06,384 - mmaction - INFO - Epoch [142][40/627] lr: 6.000e-04, eta: 1:37:08, time: 1.028, data_time: 0.018, memory: 8470, top1_acc: 0.6908, top5_acc: 0.8667, loss_cls: 1.2780, loss: 1.2780, grad_norm: 3.5852 2020-09-12 10:53:27,013 - mmaction - INFO - Epoch [142][60/627] lr: 6.000e-04, eta: 1:36:47, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6987, top5_acc: 0.8645, loss_cls: 1.2439, loss: 1.2439, grad_norm: 3.5202 2020-09-12 10:53:47,491 - mmaction - INFO - Epoch [142][80/627] lr: 6.000e-04, eta: 1:36:26, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8658, loss_cls: 1.2595, loss: 1.2595, grad_norm: 3.5529 2020-09-12 10:54:08,072 - mmaction - INFO - Epoch [142][100/627] lr: 6.000e-04, eta: 1:36:05, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.7012, top5_acc: 0.8701, loss_cls: 1.2468, loss: 1.2468, grad_norm: 3.5514 2020-09-12 10:54:28,649 - mmaction - INFO - Epoch [142][120/627] lr: 6.000e-04, eta: 1:35:44, time: 1.034, data_time: 0.011, memory: 8470, top1_acc: 0.6919, top5_acc: 0.8600, loss_cls: 1.2889, loss: 1.2889, grad_norm: 3.6161 2020-09-12 10:54:49,217 - mmaction - INFO - Epoch [142][140/627] lr: 6.000e-04, eta: 1:35:24, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.7014, top5_acc: 0.8630, loss_cls: 1.2662, loss: 1.2662, grad_norm: 3.5029 2020-09-12 10:55:09,769 - mmaction - INFO - Epoch [142][160/627] lr: 6.000e-04, eta: 1:35:03, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.7005, top5_acc: 0.8626, loss_cls: 1.2622, loss: 1.2622, grad_norm: 3.5383 2020-09-12 10:55:30,281 - mmaction - INFO - Epoch [142][180/627] lr: 6.000e-04, eta: 1:34:42, time: 1.028, data_time: 0.008, memory: 8470, top1_acc: 0.7033, top5_acc: 0.8685, loss_cls: 1.2334, loss: 1.2334, grad_norm: 3.4854 2020-09-12 10:55:50,816 - mmaction - INFO - Epoch [142][200/627] lr: 6.000e-04, eta: 1:34:21, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.6934, top5_acc: 0.8586, loss_cls: 1.2707, loss: 1.2707, grad_norm: 3.5557 2020-09-12 10:56:11,323 - mmaction - INFO - Epoch [142][220/627] lr: 6.000e-04, eta: 1:34:00, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2709, loss: 1.2709, grad_norm: 3.5418 2020-09-12 10:56:31,957 - mmaction - INFO - Epoch [142][240/627] lr: 6.000e-04, eta: 1:33:39, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6993, top5_acc: 0.8658, loss_cls: 1.2581, loss: 1.2581, grad_norm: 3.5369 2020-09-12 10:56:52,460 - mmaction - INFO - Epoch [142][260/627] lr: 6.000e-04, eta: 1:33:19, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.6901, top5_acc: 0.8609, loss_cls: 1.2938, loss: 1.2938, grad_norm: 3.5908 2020-09-12 10:57:12,972 - mmaction - INFO - Epoch [142][280/627] lr: 6.000e-04, eta: 1:32:58, time: 1.024, data_time: 0.005, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8605, loss_cls: 1.3018, loss: 1.3018, grad_norm: 3.6068 2020-09-12 10:57:33,496 - mmaction - INFO - Epoch [142][300/627] lr: 6.000e-04, eta: 1:32:37, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8600, loss_cls: 1.2811, loss: 1.2811, grad_norm: 3.5204 2020-09-12 10:57:53,962 - mmaction - INFO - Epoch [142][320/627] lr: 6.000e-04, eta: 1:32:16, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6965, top5_acc: 0.8648, loss_cls: 1.2661, loss: 1.2661, grad_norm: 3.5316 2020-09-12 10:58:14,568 - mmaction - INFO - Epoch [142][340/627] lr: 6.000e-04, eta: 1:31:55, time: 1.021, data_time: 0.005, memory: 8470, top1_acc: 0.6979, top5_acc: 0.8661, loss_cls: 1.2523, loss: 1.2523, grad_norm: 3.5396 2020-09-12 10:58:35,043 - mmaction - INFO - Epoch [142][360/627] lr: 6.000e-04, eta: 1:31:35, time: 1.034, data_time: 0.017, memory: 8470, top1_acc: 0.7023, top5_acc: 0.8651, loss_cls: 1.2434, loss: 1.2434, grad_norm: 3.4845 2020-09-12 10:58:55,658 - mmaction - INFO - Epoch [142][380/627] lr: 6.000e-04, eta: 1:31:14, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6813, top5_acc: 0.8536, loss_cls: 1.3287, loss: 1.3287, grad_norm: 3.6299 2020-09-12 10:59:16,187 - mmaction - INFO - Epoch [142][400/627] lr: 6.000e-04, eta: 1:30:53, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6931, top5_acc: 0.8628, loss_cls: 1.2881, loss: 1.2881, grad_norm: 3.5959 2020-09-12 10:59:36,767 - mmaction - INFO - Epoch [142][420/627] lr: 6.000e-04, eta: 1:30:32, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.7051, top5_acc: 0.8667, loss_cls: 1.2480, loss: 1.2480, grad_norm: 3.5135 2020-09-12 10:59:57,382 - mmaction - INFO - Epoch [142][440/627] lr: 6.000e-04, eta: 1:30:11, time: 1.036, data_time: 0.013, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.2852, loss: 1.2852, grad_norm: 3.5480 2020-09-12 11:00:17,994 - mmaction - INFO - Epoch [142][460/627] lr: 6.000e-04, eta: 1:29:50, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.7082, top5_acc: 0.8690, loss_cls: 1.2370, loss: 1.2370, grad_norm: 3.5030 2020-09-12 11:00:38,652 - mmaction - INFO - Epoch [142][480/627] lr: 6.000e-04, eta: 1:29:30, time: 1.036, data_time: 0.007, memory: 8470, top1_acc: 0.6921, top5_acc: 0.8589, loss_cls: 1.2855, loss: 1.2855, grad_norm: 3.5438 2020-09-12 11:00:59,162 - mmaction - INFO - Epoch [142][500/627] lr: 6.000e-04, eta: 1:29:09, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.6936, top5_acc: 0.8638, loss_cls: 1.2611, loss: 1.2611, grad_norm: 3.5519 2020-09-12 11:01:19,688 - mmaction - INFO - Epoch [142][520/627] lr: 6.000e-04, eta: 1:28:48, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6988, top5_acc: 0.8632, loss_cls: 1.2604, loss: 1.2604, grad_norm: 3.5255 2020-09-12 11:01:40,097 - mmaction - INFO - Epoch [142][540/627] lr: 6.000e-04, eta: 1:28:27, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.6874, top5_acc: 0.8576, loss_cls: 1.2974, loss: 1.2974, grad_norm: 3.6219 2020-09-12 11:02:00,632 - mmaction - INFO - Epoch [142][560/627] lr: 6.000e-04, eta: 1:28:06, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8586, loss_cls: 1.2853, loss: 1.2853, grad_norm: 3.5672 2020-09-12 11:02:21,182 - mmaction - INFO - Epoch [142][580/627] lr: 6.000e-04, eta: 1:27:46, time: 1.037, data_time: 0.014, memory: 8470, top1_acc: 0.7020, top5_acc: 0.8676, loss_cls: 1.2426, loss: 1.2426, grad_norm: 3.5231 2020-09-12 11:02:41,646 - mmaction - INFO - Epoch [142][600/627] lr: 6.000e-04, eta: 1:27:25, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6964, top5_acc: 0.8617, loss_cls: 1.2683, loss: 1.2683, grad_norm: 3.5572 2020-09-12 11:03:02,228 - mmaction - INFO - Epoch [142][620/627] lr: 6.000e-04, eta: 1:27:04, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8583, loss_cls: 1.2815, loss: 1.2815, grad_norm: 3.5374 2020-09-12 11:04:34,124 - mmaction - INFO - Epoch [143][20/627] lr: 6.000e-04, eta: 1:26:38, time: 3.374, data_time: 2.264, memory: 8470, top1_acc: 0.7013, top5_acc: 0.8672, loss_cls: 1.2624, loss: 1.2624, grad_norm: 3.5394 2020-09-12 11:04:54,537 - mmaction - INFO - Epoch [143][40/627] lr: 6.000e-04, eta: 1:26:17, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8665, loss_cls: 1.2494, loss: 1.2494, grad_norm: 3.5093 2020-09-12 11:05:14,999 - mmaction - INFO - Epoch [143][60/627] lr: 6.000e-04, eta: 1:25:56, time: 1.018, data_time: 0.004, memory: 8470, top1_acc: 0.6991, top5_acc: 0.8673, loss_cls: 1.2525, loss: 1.2525, grad_norm: 3.5547 2020-09-12 11:05:35,522 - mmaction - INFO - Epoch [143][80/627] lr: 6.000e-04, eta: 1:25:36, time: 1.030, data_time: 0.011, memory: 8470, top1_acc: 0.6980, top5_acc: 0.8634, loss_cls: 1.2762, loss: 1.2762, grad_norm: 3.5449 2020-09-12 11:05:56,040 - mmaction - INFO - Epoch [143][100/627] lr: 6.000e-04, eta: 1:25:15, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8652, loss_cls: 1.2663, loss: 1.2663, grad_norm: 3.5954 2020-09-12 11:06:16,731 - mmaction - INFO - Epoch [143][120/627] lr: 6.000e-04, eta: 1:24:54, time: 1.035, data_time: 0.006, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8642, loss_cls: 1.2549, loss: 1.2549, grad_norm: 3.5175 2020-09-12 11:06:37,267 - mmaction - INFO - Epoch [143][140/627] lr: 6.000e-04, eta: 1:24:33, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.6951, top5_acc: 0.8677, loss_cls: 1.2575, loss: 1.2575, grad_norm: 3.5485 2020-09-12 11:06:57,819 - mmaction - INFO - Epoch [143][160/627] lr: 6.000e-04, eta: 1:24:12, time: 1.036, data_time: 0.018, memory: 8470, top1_acc: 0.6911, top5_acc: 0.8560, loss_cls: 1.3007, loss: 1.3007, grad_norm: 3.5949 2020-09-12 11:07:18,432 - mmaction - INFO - Epoch [143][180/627] lr: 6.000e-04, eta: 1:23:51, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.7007, top5_acc: 0.8682, loss_cls: 1.2477, loss: 1.2477, grad_norm: 3.5366 2020-09-12 11:07:38,856 - mmaction - INFO - Epoch [143][200/627] lr: 6.000e-04, eta: 1:23:31, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6990, top5_acc: 0.8642, loss_cls: 1.2690, loss: 1.2690, grad_norm: 3.5760 2020-09-12 11:07:59,325 - mmaction - INFO - Epoch [143][220/627] lr: 6.000e-04, eta: 1:23:10, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8671, loss_cls: 1.2569, loss: 1.2569, grad_norm: 3.5527 2020-09-12 11:08:19,792 - mmaction - INFO - Epoch [143][240/627] lr: 6.000e-04, eta: 1:22:49, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.6975, top5_acc: 0.8645, loss_cls: 1.2613, loss: 1.2613, grad_norm: 3.5710 2020-09-12 11:08:40,344 - mmaction - INFO - Epoch [143][260/627] lr: 6.000e-04, eta: 1:22:28, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8604, loss_cls: 1.2610, loss: 1.2610, grad_norm: 3.5454 2020-09-12 11:09:00,896 - mmaction - INFO - Epoch [143][280/627] lr: 6.000e-04, eta: 1:22:07, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.6995, top5_acc: 0.8665, loss_cls: 1.2521, loss: 1.2521, grad_norm: 3.5566 2020-09-12 11:09:21,421 - mmaction - INFO - Epoch [143][300/627] lr: 6.000e-04, eta: 1:21:47, time: 1.031, data_time: 0.015, memory: 8470, top1_acc: 0.6865, top5_acc: 0.8547, loss_cls: 1.3155, loss: 1.3155, grad_norm: 3.6170 2020-09-12 11:09:42,053 - mmaction - INFO - Epoch [143][320/627] lr: 6.000e-04, eta: 1:21:26, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2580, loss: 1.2580, grad_norm: 3.5271 2020-09-12 11:10:02,484 - mmaction - INFO - Epoch [143][340/627] lr: 6.000e-04, eta: 1:21:05, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.7053, top5_acc: 0.8689, loss_cls: 1.2229, loss: 1.2229, grad_norm: 3.5080 2020-09-12 11:10:23,039 - mmaction - INFO - Epoch [143][360/627] lr: 6.000e-04, eta: 1:20:44, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.7013, top5_acc: 0.8624, loss_cls: 1.2630, loss: 1.2630, grad_norm: 3.5606 2020-09-12 11:10:43,631 - mmaction - INFO - Epoch [143][380/627] lr: 6.000e-04, eta: 1:20:23, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.6951, top5_acc: 0.8607, loss_cls: 1.2789, loss: 1.2789, grad_norm: 3.5936 2020-09-12 11:11:04,137 - mmaction - INFO - Epoch [143][400/627] lr: 6.000e-04, eta: 1:20:02, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.6947, top5_acc: 0.8578, loss_cls: 1.2905, loss: 1.2905, grad_norm: 3.5585 2020-09-12 11:11:24,723 - mmaction - INFO - Epoch [143][420/627] lr: 6.000e-04, eta: 1:19:42, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6990, top5_acc: 0.8646, loss_cls: 1.2630, loss: 1.2630, grad_norm: 3.5529 2020-09-12 11:11:45,304 - mmaction - INFO - Epoch [143][440/627] lr: 6.000e-04, eta: 1:19:21, time: 1.028, data_time: 0.007, memory: 8470, top1_acc: 0.6914, top5_acc: 0.8654, loss_cls: 1.2797, loss: 1.2797, grad_norm: 3.5501 2020-09-12 11:12:05,884 - mmaction - INFO - Epoch [143][460/627] lr: 6.000e-04, eta: 1:19:00, time: 1.027, data_time: 0.014, memory: 8470, top1_acc: 0.6971, top5_acc: 0.8650, loss_cls: 1.2747, loss: 1.2747, grad_norm: 3.5657 2020-09-12 11:12:26,338 - mmaction - INFO - Epoch [143][480/627] lr: 6.000e-04, eta: 1:18:39, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.7025, top5_acc: 0.8628, loss_cls: 1.2525, loss: 1.2525, grad_norm: 3.5289 2020-09-12 11:12:46,781 - mmaction - INFO - Epoch [143][500/627] lr: 6.000e-04, eta: 1:18:18, time: 1.019, data_time: 0.003, memory: 8470, top1_acc: 0.6978, top5_acc: 0.8608, loss_cls: 1.2709, loss: 1.2709, grad_norm: 3.5516 2020-09-12 11:13:07,380 - mmaction - INFO - Epoch [143][520/627] lr: 6.000e-04, eta: 1:17:57, time: 1.032, data_time: 0.006, memory: 8470, top1_acc: 0.6967, top5_acc: 0.8612, loss_cls: 1.2781, loss: 1.2781, grad_norm: 3.5818 2020-09-12 11:13:28,019 - mmaction - INFO - Epoch [143][540/627] lr: 6.000e-04, eta: 1:17:37, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2573, loss: 1.2573, grad_norm: 3.5666 2020-09-12 11:13:48,544 - mmaction - INFO - Epoch [143][560/627] lr: 6.000e-04, eta: 1:17:16, time: 1.018, data_time: 0.005, memory: 8470, top1_acc: 0.7008, top5_acc: 0.8665, loss_cls: 1.2537, loss: 1.2537, grad_norm: 3.5467 2020-09-12 11:14:09,189 - mmaction - INFO - Epoch [143][580/627] lr: 6.000e-04, eta: 1:16:55, time: 1.040, data_time: 0.015, memory: 8470, top1_acc: 0.7053, top5_acc: 0.8691, loss_cls: 1.2568, loss: 1.2568, grad_norm: 3.5401 2020-09-12 11:14:29,697 - mmaction - INFO - Epoch [143][600/627] lr: 6.000e-04, eta: 1:16:34, time: 1.027, data_time: 0.010, memory: 8470, top1_acc: 0.7052, top5_acc: 0.8734, loss_cls: 1.2232, loss: 1.2232, grad_norm: 3.5217 2020-09-12 11:14:50,203 - mmaction - INFO - Epoch [143][620/627] lr: 6.000e-04, eta: 1:16:13, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.7004, top5_acc: 0.8677, loss_cls: 1.2531, loss: 1.2531, grad_norm: 3.5180 2020-09-12 11:15:27,618 - mmaction - INFO - Epoch [144][20/627] lr: 6.000e-04, eta: 1:15:45, time: 1.586, data_time: 0.537, memory: 8470, top1_acc: 0.7025, top5_acc: 0.8652, loss_cls: 1.2501, loss: 1.2501, grad_norm: 3.5117 2020-09-12 11:15:48,209 - mmaction - INFO - Epoch [144][40/627] lr: 6.000e-04, eta: 1:15:25, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.7016, top5_acc: 0.8642, loss_cls: 1.2471, loss: 1.2471, grad_norm: 3.5460 2020-09-12 11:16:08,735 - mmaction - INFO - Epoch [144][60/627] lr: 6.000e-04, eta: 1:15:04, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6880, top5_acc: 0.8539, loss_cls: 1.3128, loss: 1.3128, grad_norm: 3.5971 2020-09-12 11:16:29,408 - mmaction - INFO - Epoch [144][80/627] lr: 6.000e-04, eta: 1:14:43, time: 1.028, data_time: 0.012, memory: 8470, top1_acc: 0.6962, top5_acc: 0.8630, loss_cls: 1.2514, loss: 1.2514, grad_norm: 3.5382 2020-09-12 11:16:49,955 - mmaction - INFO - Epoch [144][100/627] lr: 6.000e-04, eta: 1:14:22, time: 1.035, data_time: 0.016, memory: 8470, top1_acc: 0.7023, top5_acc: 0.8674, loss_cls: 1.2435, loss: 1.2435, grad_norm: 3.5283 2020-09-12 11:17:10,533 - mmaction - INFO - Epoch [144][120/627] lr: 6.000e-04, eta: 1:14:01, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6983, top5_acc: 0.8604, loss_cls: 1.2779, loss: 1.2779, grad_norm: 3.5571 2020-09-12 11:17:31,082 - mmaction - INFO - Epoch [144][140/627] lr: 6.000e-04, eta: 1:13:40, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.7043, top5_acc: 0.8677, loss_cls: 1.2562, loss: 1.2562, grad_norm: 3.5648 2020-09-12 11:17:51,707 - mmaction - INFO - Epoch [144][160/627] lr: 6.000e-04, eta: 1:13:20, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8701, loss_cls: 1.2466, loss: 1.2466, grad_norm: 3.6305 2020-09-12 11:18:12,215 - mmaction - INFO - Epoch [144][180/627] lr: 6.000e-04, eta: 1:12:59, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6987, top5_acc: 0.8594, loss_cls: 1.2653, loss: 1.2653, grad_norm: 3.5445 2020-09-12 11:18:32,867 - mmaction - INFO - Epoch [144][200/627] lr: 6.000e-04, eta: 1:12:38, time: 1.025, data_time: 0.008, memory: 8470, top1_acc: 0.7026, top5_acc: 0.8721, loss_cls: 1.2479, loss: 1.2479, grad_norm: 3.5753 2020-09-12 11:18:53,434 - mmaction - INFO - Epoch [144][220/627] lr: 6.000e-04, eta: 1:12:17, time: 1.037, data_time: 0.013, memory: 8470, top1_acc: 0.6926, top5_acc: 0.8577, loss_cls: 1.2998, loss: 1.2998, grad_norm: 3.6129 2020-09-12 11:19:14,022 - mmaction - INFO - Epoch [144][240/627] lr: 6.000e-04, eta: 1:11:56, time: 1.023, data_time: 0.008, memory: 8470, top1_acc: 0.7012, top5_acc: 0.8677, loss_cls: 1.2445, loss: 1.2445, grad_norm: 3.5324 2020-09-12 11:19:34,552 - mmaction - INFO - Epoch [144][260/627] lr: 6.000e-04, eta: 1:11:36, time: 1.033, data_time: 0.012, memory: 8470, top1_acc: 0.6970, top5_acc: 0.8665, loss_cls: 1.2618, loss: 1.2618, grad_norm: 3.6036 2020-09-12 11:19:55,065 - mmaction - INFO - Epoch [144][280/627] lr: 6.000e-04, eta: 1:11:15, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6938, top5_acc: 0.8646, loss_cls: 1.2768, loss: 1.2768, grad_norm: 3.5785 2020-09-12 11:20:15,670 - mmaction - INFO - Epoch [144][300/627] lr: 6.000e-04, eta: 1:10:54, time: 1.032, data_time: 0.012, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8659, loss_cls: 1.2682, loss: 1.2682, grad_norm: 3.5865 2020-09-12 11:20:36,216 - mmaction - INFO - Epoch [144][320/627] lr: 6.000e-04, eta: 1:10:33, time: 1.032, data_time: 0.009, memory: 8470, top1_acc: 0.6859, top5_acc: 0.8642, loss_cls: 1.2765, loss: 1.2765, grad_norm: 3.5985 2020-09-12 11:20:56,677 - mmaction - INFO - Epoch [144][340/627] lr: 6.000e-04, eta: 1:10:12, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6906, top5_acc: 0.8533, loss_cls: 1.2977, loss: 1.2977, grad_norm: 3.5787 2020-09-12 11:21:17,243 - mmaction - INFO - Epoch [144][360/627] lr: 6.000e-04, eta: 1:09:51, time: 1.026, data_time: 0.008, memory: 8470, top1_acc: 0.6967, top5_acc: 0.8626, loss_cls: 1.2472, loss: 1.2472, grad_norm: 3.5490 2020-09-12 11:21:37,760 - mmaction - INFO - Epoch [144][380/627] lr: 6.000e-04, eta: 1:09:31, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6974, top5_acc: 0.8629, loss_cls: 1.2773, loss: 1.2773, grad_norm: 3.6329 2020-09-12 11:21:58,337 - mmaction - INFO - Epoch [144][400/627] lr: 6.000e-04, eta: 1:09:10, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.6973, top5_acc: 0.8656, loss_cls: 1.2629, loss: 1.2629, grad_norm: 3.5897 2020-09-12 11:22:18,898 - mmaction - INFO - Epoch [144][420/627] lr: 6.000e-04, eta: 1:08:49, time: 1.028, data_time: 0.011, memory: 8470, top1_acc: 0.6983, top5_acc: 0.8643, loss_cls: 1.2559, loss: 1.2559, grad_norm: 3.5174 2020-09-12 11:22:39,625 - mmaction - INFO - Epoch [144][440/627] lr: 6.000e-04, eta: 1:08:28, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.7017, top5_acc: 0.8647, loss_cls: 1.2539, loss: 1.2539, grad_norm: 3.5477 2020-09-12 11:23:00,209 - mmaction - INFO - Epoch [144][460/627] lr: 6.000e-04, eta: 1:08:07, time: 1.030, data_time: 0.005, memory: 8470, top1_acc: 0.7040, top5_acc: 0.8650, loss_cls: 1.2533, loss: 1.2533, grad_norm: 3.5399 2020-09-12 11:23:20,780 - mmaction - INFO - Epoch [144][480/627] lr: 6.000e-04, eta: 1:07:47, time: 1.030, data_time: 0.004, memory: 8470, top1_acc: 0.6932, top5_acc: 0.8689, loss_cls: 1.2552, loss: 1.2552, grad_norm: 3.5890 2020-09-12 11:23:41,433 - mmaction - INFO - Epoch [144][500/627] lr: 6.000e-04, eta: 1:07:26, time: 1.024, data_time: 0.003, memory: 8470, top1_acc: 0.6970, top5_acc: 0.8626, loss_cls: 1.2708, loss: 1.2708, grad_norm: 3.5594 2020-09-12 11:24:02,044 - mmaction - INFO - Epoch [144][520/627] lr: 6.000e-04, eta: 1:07:05, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.6990, top5_acc: 0.8656, loss_cls: 1.2571, loss: 1.2571, grad_norm: 3.6051 2020-09-12 11:24:22,638 - mmaction - INFO - Epoch [144][540/627] lr: 6.000e-04, eta: 1:06:44, time: 1.031, data_time: 0.007, memory: 8470, top1_acc: 0.6898, top5_acc: 0.8595, loss_cls: 1.2758, loss: 1.2758, grad_norm: 3.5880 2020-09-12 11:24:43,229 - mmaction - INFO - Epoch [144][560/627] lr: 6.000e-04, eta: 1:06:23, time: 1.026, data_time: 0.001, memory: 8470, top1_acc: 0.6984, top5_acc: 0.8592, loss_cls: 1.2820, loss: 1.2820, grad_norm: 3.5456 2020-09-12 11:25:03,837 - mmaction - INFO - Epoch [144][580/627] lr: 6.000e-04, eta: 1:06:02, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.7023, top5_acc: 0.8620, loss_cls: 1.2526, loss: 1.2526, grad_norm: 3.5524 2020-09-12 11:25:24,290 - mmaction - INFO - Epoch [144][600/627] lr: 6.000e-04, eta: 1:05:42, time: 1.027, data_time: 0.014, memory: 8470, top1_acc: 0.7030, top5_acc: 0.8719, loss_cls: 1.2281, loss: 1.2281, grad_norm: 3.5495 2020-09-12 11:25:44,876 - mmaction - INFO - Epoch [144][620/627] lr: 6.000e-04, eta: 1:05:21, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6905, top5_acc: 0.8609, loss_cls: 1.2912, loss: 1.2912, grad_norm: 3.6091 2020-09-12 11:26:22,664 - mmaction - INFO - Epoch [145][20/627] lr: 6.000e-04, eta: 1:04:53, time: 1.602, data_time: 0.479, memory: 8470, top1_acc: 0.6966, top5_acc: 0.8613, loss_cls: 1.2763, loss: 1.2763, grad_norm: 3.5790 2020-09-12 11:26:43,285 - mmaction - INFO - Epoch [145][40/627] lr: 6.000e-04, eta: 1:04:32, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8605, loss_cls: 1.2570, loss: 1.2570, grad_norm: 3.5544 2020-09-12 11:27:03,945 - mmaction - INFO - Epoch [145][60/627] lr: 6.000e-04, eta: 1:04:11, time: 1.024, data_time: 0.007, memory: 8470, top1_acc: 0.6949, top5_acc: 0.8548, loss_cls: 1.2945, loss: 1.2945, grad_norm: 3.5830 2020-09-12 11:27:24,553 - mmaction - INFO - Epoch [145][80/627] lr: 6.000e-04, eta: 1:03:50, time: 1.041, data_time: 0.020, memory: 8470, top1_acc: 0.6993, top5_acc: 0.8634, loss_cls: 1.2566, loss: 1.2566, grad_norm: 3.5855 2020-09-12 11:27:45,042 - mmaction - INFO - Epoch [145][100/627] lr: 6.000e-04, eta: 1:03:30, time: 1.018, data_time: 0.003, memory: 8470, top1_acc: 0.6975, top5_acc: 0.8733, loss_cls: 1.2435, loss: 1.2435, grad_norm: 3.5620 2020-09-12 11:28:05,630 - mmaction - INFO - Epoch [145][120/627] lr: 6.000e-04, eta: 1:03:09, time: 1.036, data_time: 0.012, memory: 8470, top1_acc: 0.6995, top5_acc: 0.8579, loss_cls: 1.2738, loss: 1.2738, grad_norm: 3.5714 2020-09-12 11:28:26,114 - mmaction - INFO - Epoch [145][140/627] lr: 6.000e-04, eta: 1:02:48, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.7043, top5_acc: 0.8732, loss_cls: 1.2167, loss: 1.2167, grad_norm: 3.4896 2020-09-12 11:28:46,766 - mmaction - INFO - Epoch [145][160/627] lr: 6.000e-04, eta: 1:02:27, time: 1.040, data_time: 0.020, memory: 8470, top1_acc: 0.6928, top5_acc: 0.8658, loss_cls: 1.2623, loss: 1.2623, grad_norm: 3.5848 2020-09-12 11:29:07,311 - mmaction - INFO - Epoch [145][180/627] lr: 6.000e-04, eta: 1:02:06, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.7029, top5_acc: 0.8592, loss_cls: 1.2651, loss: 1.2651, grad_norm: 3.5293 2020-09-12 11:29:27,867 - mmaction - INFO - Epoch [145][200/627] lr: 6.000e-04, eta: 1:01:46, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.6980, top5_acc: 0.8626, loss_cls: 1.2633, loss: 1.2633, grad_norm: 3.5509 2020-09-12 11:29:48,357 - mmaction - INFO - Epoch [145][220/627] lr: 6.000e-04, eta: 1:01:25, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6957, top5_acc: 0.8611, loss_cls: 1.2736, loss: 1.2736, grad_norm: 3.5789 2020-09-12 11:30:09,023 - mmaction - INFO - Epoch [145][240/627] lr: 6.000e-04, eta: 1:01:04, time: 1.029, data_time: 0.005, memory: 8470, top1_acc: 0.6921, top5_acc: 0.8609, loss_cls: 1.2760, loss: 1.2760, grad_norm: 3.5281 2020-09-12 11:30:29,619 - mmaction - INFO - Epoch [145][260/627] lr: 6.000e-04, eta: 1:00:43, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.7000, top5_acc: 0.8650, loss_cls: 1.2464, loss: 1.2464, grad_norm: 3.5188 2020-09-12 11:30:50,179 - mmaction - INFO - Epoch [145][280/627] lr: 6.000e-04, eta: 1:00:22, time: 1.029, data_time: 0.004, memory: 8470, top1_acc: 0.6980, top5_acc: 0.8689, loss_cls: 1.2559, loss: 1.2559, grad_norm: 3.6110 2020-09-12 11:31:10,715 - mmaction - INFO - Epoch [145][300/627] lr: 6.000e-04, eta: 1:00:01, time: 1.019, data_time: 0.006, memory: 8470, top1_acc: 0.6983, top5_acc: 0.8632, loss_cls: 1.2593, loss: 1.2593, grad_norm: 3.5373 2020-09-12 11:31:31,201 - mmaction - INFO - Epoch [145][320/627] lr: 6.000e-04, eta: 0:59:41, time: 1.026, data_time: 0.013, memory: 8470, top1_acc: 0.7007, top5_acc: 0.8616, loss_cls: 1.2817, loss: 1.2817, grad_norm: 3.5664 2020-09-12 11:31:51,772 - mmaction - INFO - Epoch [145][340/627] lr: 6.000e-04, eta: 0:59:20, time: 1.029, data_time: 0.015, memory: 8470, top1_acc: 0.6977, top5_acc: 0.8668, loss_cls: 1.2575, loss: 1.2575, grad_norm: 3.5909 2020-09-12 11:32:12,331 - mmaction - INFO - Epoch [145][360/627] lr: 6.000e-04, eta: 0:58:59, time: 1.034, data_time: 0.014, memory: 8470, top1_acc: 0.6906, top5_acc: 0.8629, loss_cls: 1.2711, loss: 1.2711, grad_norm: 3.5776 2020-09-12 11:32:32,885 - mmaction - INFO - Epoch [145][380/627] lr: 6.000e-04, eta: 0:58:38, time: 1.024, data_time: 0.014, memory: 8470, top1_acc: 0.7027, top5_acc: 0.8659, loss_cls: 1.2423, loss: 1.2423, grad_norm: 3.5314 2020-09-12 11:32:53,569 - mmaction - INFO - Epoch [145][400/627] lr: 6.000e-04, eta: 0:58:17, time: 1.039, data_time: 0.010, memory: 8470, top1_acc: 0.6958, top5_acc: 0.8650, loss_cls: 1.2617, loss: 1.2617, grad_norm: 3.5863 2020-09-12 11:33:14,047 - mmaction - INFO - Epoch [145][420/627] lr: 6.000e-04, eta: 0:57:57, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.7021, top5_acc: 0.8676, loss_cls: 1.2398, loss: 1.2398, grad_norm: 3.5141 2020-09-12 11:33:34,700 - mmaction - INFO - Epoch [145][440/627] lr: 6.000e-04, eta: 0:57:36, time: 1.033, data_time: 0.017, memory: 8470, top1_acc: 0.7046, top5_acc: 0.8669, loss_cls: 1.2442, loss: 1.2442, grad_norm: 3.5867 2020-09-12 11:33:55,248 - mmaction - INFO - Epoch [145][460/627] lr: 6.000e-04, eta: 0:57:15, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6938, top5_acc: 0.8611, loss_cls: 1.2833, loss: 1.2833, grad_norm: 3.6074 2020-09-12 11:34:15,868 - mmaction - INFO - Epoch [145][480/627] lr: 6.000e-04, eta: 0:56:54, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8652, loss_cls: 1.2495, loss: 1.2495, grad_norm: 3.5740 2020-09-12 11:34:36,476 - mmaction - INFO - Epoch [145][500/627] lr: 6.000e-04, eta: 0:56:33, time: 1.039, data_time: 0.013, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2552, loss: 1.2552, grad_norm: 3.5146 2020-09-12 11:34:56,859 - mmaction - INFO - Epoch [145][520/627] lr: 6.000e-04, eta: 0:56:12, time: 1.020, data_time: 0.005, memory: 8470, top1_acc: 0.6889, top5_acc: 0.8645, loss_cls: 1.2763, loss: 1.2763, grad_norm: 3.6024 2020-09-12 11:35:17,500 - mmaction - INFO - Epoch [145][540/627] lr: 6.000e-04, eta: 0:55:52, time: 1.023, data_time: 0.005, memory: 8470, top1_acc: 0.6980, top5_acc: 0.8632, loss_cls: 1.2630, loss: 1.2630, grad_norm: 3.5777 2020-09-12 11:35:38,129 - mmaction - INFO - Epoch [145][560/627] lr: 6.000e-04, eta: 0:55:31, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.6964, top5_acc: 0.8630, loss_cls: 1.2806, loss: 1.2806, grad_norm: 3.6126 2020-09-12 11:35:58,761 - mmaction - INFO - Epoch [145][580/627] lr: 6.000e-04, eta: 0:55:10, time: 1.026, data_time: 0.012, memory: 8470, top1_acc: 0.7034, top5_acc: 0.8589, loss_cls: 1.2602, loss: 1.2602, grad_norm: 3.5417 2020-09-12 11:36:19,287 - mmaction - INFO - Epoch [145][600/627] lr: 6.000e-04, eta: 0:54:49, time: 1.034, data_time: 0.015, memory: 8470, top1_acc: 0.6924, top5_acc: 0.8604, loss_cls: 1.2886, loss: 1.2886, grad_norm: 3.6019 2020-09-12 11:36:39,815 - mmaction - INFO - Epoch [145][620/627] lr: 6.000e-04, eta: 0:54:28, time: 1.026, data_time: 0.006, memory: 8470, top1_acc: 0.7063, top5_acc: 0.8708, loss_cls: 1.2301, loss: 1.2301, grad_norm: 3.5382 2020-09-12 11:36:45,460 - mmaction - INFO - Saving checkpoint at 145 epochs 2020-09-12 11:37:17,134 - mmaction - INFO - Epoch [146][20/627] lr: 6.000e-04, eta: 0:54:00, time: 1.529, data_time: 0.477, memory: 8470, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.2685, loss: 1.2685, grad_norm: 3.5706 2020-09-12 11:37:37,674 - mmaction - INFO - Epoch [146][40/627] lr: 6.000e-04, eta: 0:53:40, time: 1.029, data_time: 0.012, memory: 8470, top1_acc: 0.6986, top5_acc: 0.8686, loss_cls: 1.2281, loss: 1.2281, grad_norm: 3.5472 2020-09-12 11:37:58,288 - mmaction - INFO - Epoch [146][60/627] lr: 6.000e-04, eta: 0:53:19, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6921, top5_acc: 0.8641, loss_cls: 1.2566, loss: 1.2566, grad_norm: 3.5817 2020-09-12 11:38:18,841 - mmaction - INFO - Epoch [146][80/627] lr: 6.000e-04, eta: 0:52:58, time: 1.028, data_time: 0.005, memory: 8470, top1_acc: 0.7029, top5_acc: 0.8651, loss_cls: 1.2417, loss: 1.2417, grad_norm: 3.5519 2020-09-12 11:38:39,444 - mmaction - INFO - Epoch [146][100/627] lr: 6.000e-04, eta: 0:52:37, time: 1.028, data_time: 0.010, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8626, loss_cls: 1.2640, loss: 1.2640, grad_norm: 3.5611 2020-09-12 11:39:00,072 - mmaction - INFO - Epoch [146][120/627] lr: 6.000e-04, eta: 0:52:16, time: 1.031, data_time: 0.017, memory: 8470, top1_acc: 0.6982, top5_acc: 0.8674, loss_cls: 1.2459, loss: 1.2459, grad_norm: 3.6133 2020-09-12 11:39:20,605 - mmaction - INFO - Epoch [146][140/627] lr: 6.000e-04, eta: 0:51:55, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6934, top5_acc: 0.8604, loss_cls: 1.2681, loss: 1.2681, grad_norm: 3.5852 2020-09-12 11:39:41,182 - mmaction - INFO - Epoch [146][160/627] lr: 6.000e-04, eta: 0:51:35, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.6987, top5_acc: 0.8659, loss_cls: 1.2605, loss: 1.2605, grad_norm: 3.5933 2020-09-12 11:40:01,788 - mmaction - INFO - Epoch [146][180/627] lr: 6.000e-04, eta: 0:51:14, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.6934, top5_acc: 0.8646, loss_cls: 1.2768, loss: 1.2768, grad_norm: 3.6134 2020-09-12 11:40:22,511 - mmaction - INFO - Epoch [146][200/627] lr: 6.000e-04, eta: 0:50:53, time: 1.045, data_time: 0.014, memory: 8470, top1_acc: 0.7010, top5_acc: 0.8723, loss_cls: 1.2181, loss: 1.2181, grad_norm: 3.5458 2020-09-12 11:40:43,077 - mmaction - INFO - Epoch [146][220/627] lr: 6.000e-04, eta: 0:50:32, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.6937, top5_acc: 0.8628, loss_cls: 1.2793, loss: 1.2793, grad_norm: 3.6105 2020-09-12 11:41:03,703 - mmaction - INFO - Epoch [146][240/627] lr: 6.000e-04, eta: 0:50:11, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.7036, top5_acc: 0.8672, loss_cls: 1.2437, loss: 1.2437, grad_norm: 3.6319 2020-09-12 11:41:24,320 - mmaction - INFO - Epoch [146][260/627] lr: 6.000e-04, eta: 0:49:51, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.7049, top5_acc: 0.8689, loss_cls: 1.2300, loss: 1.2300, grad_norm: 3.4987 2020-09-12 11:41:44,815 - mmaction - INFO - Epoch [146][280/627] lr: 6.000e-04, eta: 0:49:30, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.7083, top5_acc: 0.8716, loss_cls: 1.2167, loss: 1.2167, grad_norm: 3.5021 2020-09-12 11:42:05,250 - mmaction - INFO - Epoch [146][300/627] lr: 6.000e-04, eta: 0:49:09, time: 1.022, data_time: 0.005, memory: 8470, top1_acc: 0.6898, top5_acc: 0.8548, loss_cls: 1.2945, loss: 1.2945, grad_norm: 3.6279 2020-09-12 11:42:25,849 - mmaction - INFO - Epoch [146][320/627] lr: 6.000e-04, eta: 0:48:48, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.7033, top5_acc: 0.8604, loss_cls: 1.2532, loss: 1.2532, grad_norm: 3.5641 2020-09-12 11:42:46,370 - mmaction - INFO - Epoch [146][340/627] lr: 6.000e-04, eta: 0:48:27, time: 1.027, data_time: 0.012, memory: 8470, top1_acc: 0.6993, top5_acc: 0.8652, loss_cls: 1.2568, loss: 1.2568, grad_norm: 3.5810 2020-09-12 11:43:06,988 - mmaction - INFO - Epoch [146][360/627] lr: 6.000e-04, eta: 0:48:07, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.6924, top5_acc: 0.8626, loss_cls: 1.2711, loss: 1.2711, grad_norm: 3.6275 2020-09-12 11:43:27,690 - mmaction - INFO - Epoch [146][380/627] lr: 6.000e-04, eta: 0:47:46, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.7072, top5_acc: 0.8664, loss_cls: 1.2238, loss: 1.2238, grad_norm: 3.5278 2020-09-12 11:43:48,324 - mmaction - INFO - Epoch [146][400/627] lr: 6.000e-04, eta: 0:47:25, time: 1.035, data_time: 0.011, memory: 8470, top1_acc: 0.7018, top5_acc: 0.8677, loss_cls: 1.2485, loss: 1.2485, grad_norm: 3.5760 2020-09-12 11:44:08,953 - mmaction - INFO - Epoch [146][420/627] lr: 6.000e-04, eta: 0:47:04, time: 1.029, data_time: 0.009, memory: 8470, top1_acc: 0.6948, top5_acc: 0.8635, loss_cls: 1.2761, loss: 1.2761, grad_norm: 3.6156 2020-09-12 11:44:29,555 - mmaction - INFO - Epoch [146][440/627] lr: 6.000e-04, eta: 0:46:43, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.6939, top5_acc: 0.8616, loss_cls: 1.2706, loss: 1.2706, grad_norm: 3.5959 2020-09-12 11:44:50,125 - mmaction - INFO - Epoch [146][460/627] lr: 6.000e-04, eta: 0:46:22, time: 1.021, data_time: 0.003, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8663, loss_cls: 1.2707, loss: 1.2707, grad_norm: 3.5878 2020-09-12 11:45:10,692 - mmaction - INFO - Epoch [146][480/627] lr: 6.000e-04, eta: 0:46:02, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.7021, top5_acc: 0.8598, loss_cls: 1.2598, loss: 1.2598, grad_norm: 3.5535 2020-09-12 11:45:31,405 - mmaction - INFO - Epoch [146][500/627] lr: 6.000e-04, eta: 0:45:41, time: 1.039, data_time: 0.007, memory: 8470, top1_acc: 0.7044, top5_acc: 0.8663, loss_cls: 1.2487, loss: 1.2487, grad_norm: 3.5871 2020-09-12 11:45:51,939 - mmaction - INFO - Epoch [146][520/627] lr: 6.000e-04, eta: 0:45:20, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.6910, top5_acc: 0.8586, loss_cls: 1.2974, loss: 1.2974, grad_norm: 3.6493 2020-09-12 11:46:12,462 - mmaction - INFO - Epoch [146][540/627] lr: 6.000e-04, eta: 0:44:59, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.6996, top5_acc: 0.8658, loss_cls: 1.2731, loss: 1.2731, grad_norm: 3.5991 2020-09-12 11:46:32,998 - mmaction - INFO - Epoch [146][560/627] lr: 6.000e-04, eta: 0:44:38, time: 1.030, data_time: 0.008, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8591, loss_cls: 1.2822, loss: 1.2822, grad_norm: 3.5861 2020-09-12 11:46:53,521 - mmaction - INFO - Epoch [146][580/627] lr: 6.000e-04, eta: 0:44:18, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.7003, top5_acc: 0.8603, loss_cls: 1.2657, loss: 1.2657, grad_norm: 3.5530 2020-09-12 11:47:14,202 - mmaction - INFO - Epoch [146][600/627] lr: 6.000e-04, eta: 0:43:57, time: 1.027, data_time: 0.003, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8576, loss_cls: 1.3043, loss: 1.3043, grad_norm: 3.6216 2020-09-12 11:47:34,764 - mmaction - INFO - Epoch [146][620/627] lr: 6.000e-04, eta: 0:43:36, time: 1.036, data_time: 0.014, memory: 8470, top1_acc: 0.7012, top5_acc: 0.8678, loss_cls: 1.2472, loss: 1.2472, grad_norm: 3.5669 2020-09-12 11:48:12,739 - mmaction - INFO - Epoch [147][20/627] lr: 6.000e-04, eta: 0:43:08, time: 1.609, data_time: 0.538, memory: 8470, top1_acc: 0.6926, top5_acc: 0.8635, loss_cls: 1.2814, loss: 1.2814, grad_norm: 3.5887 2020-09-12 11:48:33,381 - mmaction - INFO - Epoch [147][40/627] lr: 6.000e-04, eta: 0:42:47, time: 1.035, data_time: 0.010, memory: 8470, top1_acc: 0.6975, top5_acc: 0.8674, loss_cls: 1.2485, loss: 1.2485, grad_norm: 3.5699 2020-09-12 11:48:53,884 - mmaction - INFO - Epoch [147][60/627] lr: 6.000e-04, eta: 0:42:26, time: 1.020, data_time: 0.004, memory: 8470, top1_acc: 0.7026, top5_acc: 0.8642, loss_cls: 1.2498, loss: 1.2498, grad_norm: 3.5427 2020-09-12 11:49:14,401 - mmaction - INFO - Epoch [147][80/627] lr: 6.000e-04, eta: 0:42:06, time: 1.029, data_time: 0.013, memory: 8470, top1_acc: 0.7018, top5_acc: 0.8663, loss_cls: 1.2562, loss: 1.2562, grad_norm: 3.6024 2020-09-12 11:49:34,911 - mmaction - INFO - Epoch [147][100/627] lr: 6.000e-04, eta: 0:41:45, time: 1.028, data_time: 0.006, memory: 8470, top1_acc: 0.7070, top5_acc: 0.8646, loss_cls: 1.2549, loss: 1.2549, grad_norm: 3.5626 2020-09-12 11:49:55,534 - mmaction - INFO - Epoch [147][120/627] lr: 6.000e-04, eta: 0:41:24, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.6941, top5_acc: 0.8643, loss_cls: 1.2575, loss: 1.2575, grad_norm: 3.5785 2020-09-12 11:50:16,108 - mmaction - INFO - Epoch [147][140/627] lr: 6.000e-04, eta: 0:41:03, time: 1.030, data_time: 0.006, memory: 8470, top1_acc: 0.7073, top5_acc: 0.8689, loss_cls: 1.2360, loss: 1.2360, grad_norm: 3.5687 2020-09-12 11:50:36,623 - mmaction - INFO - Epoch [147][160/627] lr: 6.000e-04, eta: 0:40:42, time: 1.022, data_time: 0.007, memory: 8470, top1_acc: 0.7143, top5_acc: 0.8737, loss_cls: 1.1952, loss: 1.1952, grad_norm: 3.5001 2020-09-12 11:50:57,178 - mmaction - INFO - Epoch [147][180/627] lr: 6.000e-04, eta: 0:40:21, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8694, loss_cls: 1.2680, loss: 1.2680, grad_norm: 3.6078 2020-09-12 11:51:17,668 - mmaction - INFO - Epoch [147][200/627] lr: 6.000e-04, eta: 0:40:01, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6993, top5_acc: 0.8678, loss_cls: 1.2355, loss: 1.2355, grad_norm: 3.5565 2020-09-12 11:51:38,120 - mmaction - INFO - Epoch [147][220/627] lr: 6.000e-04, eta: 0:39:40, time: 1.022, data_time: 0.006, memory: 8470, top1_acc: 0.6932, top5_acc: 0.8642, loss_cls: 1.2630, loss: 1.2630, grad_norm: 3.6095 2020-09-12 11:51:58,677 - mmaction - INFO - Epoch [147][240/627] lr: 6.000e-04, eta: 0:39:19, time: 1.023, data_time: 0.007, memory: 8470, top1_acc: 0.7009, top5_acc: 0.8667, loss_cls: 1.2444, loss: 1.2444, grad_norm: 3.5901 2020-09-12 11:52:19,185 - mmaction - INFO - Epoch [147][260/627] lr: 6.000e-04, eta: 0:38:58, time: 1.026, data_time: 0.011, memory: 8470, top1_acc: 0.7017, top5_acc: 0.8635, loss_cls: 1.2543, loss: 1.2543, grad_norm: 3.6104 2020-09-12 11:52:39,769 - mmaction - INFO - Epoch [147][280/627] lr: 6.000e-04, eta: 0:38:37, time: 1.031, data_time: 0.010, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8663, loss_cls: 1.2622, loss: 1.2622, grad_norm: 3.5768 2020-09-12 11:53:00,275 - mmaction - INFO - Epoch [147][300/627] lr: 6.000e-04, eta: 0:38:17, time: 1.022, data_time: 0.011, memory: 8470, top1_acc: 0.7134, top5_acc: 0.8728, loss_cls: 1.2047, loss: 1.2047, grad_norm: 3.4965 2020-09-12 11:53:20,812 - mmaction - INFO - Epoch [147][320/627] lr: 6.000e-04, eta: 0:37:56, time: 1.033, data_time: 0.013, memory: 8470, top1_acc: 0.6922, top5_acc: 0.8630, loss_cls: 1.2707, loss: 1.2707, grad_norm: 3.6337 2020-09-12 11:53:41,415 - mmaction - INFO - Epoch [147][340/627] lr: 6.000e-04, eta: 0:37:35, time: 1.027, data_time: 0.005, memory: 8470, top1_acc: 0.7068, top5_acc: 0.8697, loss_cls: 1.2256, loss: 1.2256, grad_norm: 3.5697 2020-09-12 11:54:01,970 - mmaction - INFO - Epoch [147][360/627] lr: 6.000e-04, eta: 0:37:14, time: 1.025, data_time: 0.010, memory: 8470, top1_acc: 0.7008, top5_acc: 0.8682, loss_cls: 1.2494, loss: 1.2494, grad_norm: 3.5918 2020-09-12 11:54:22,447 - mmaction - INFO - Epoch [147][380/627] lr: 6.000e-04, eta: 0:36:53, time: 1.027, data_time: 0.020, memory: 8470, top1_acc: 0.6970, top5_acc: 0.8706, loss_cls: 1.2558, loss: 1.2558, grad_norm: 3.6151 2020-09-12 11:54:42,865 - mmaction - INFO - Epoch [147][400/627] lr: 6.000e-04, eta: 0:36:33, time: 1.024, data_time: 0.009, memory: 8470, top1_acc: 0.7118, top5_acc: 0.8728, loss_cls: 1.2239, loss: 1.2239, grad_norm: 3.5399 2020-09-12 11:55:03,406 - mmaction - INFO - Epoch [147][420/627] lr: 6.000e-04, eta: 0:36:12, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.7004, top5_acc: 0.8678, loss_cls: 1.2585, loss: 1.2585, grad_norm: 3.5894 2020-09-12 11:55:24,107 - mmaction - INFO - Epoch [147][440/627] lr: 6.000e-04, eta: 0:35:51, time: 1.035, data_time: 0.007, memory: 8470, top1_acc: 0.7003, top5_acc: 0.8669, loss_cls: 1.2509, loss: 1.2509, grad_norm: 3.5665 2020-09-12 11:55:44,694 - mmaction - INFO - Epoch [147][460/627] lr: 6.000e-04, eta: 0:35:30, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.2975, loss: 1.2975, grad_norm: 3.6368 2020-09-12 11:56:05,172 - mmaction - INFO - Epoch [147][480/627] lr: 6.000e-04, eta: 0:35:09, time: 1.028, data_time: 0.019, memory: 8470, top1_acc: 0.6927, top5_acc: 0.8630, loss_cls: 1.2773, loss: 1.2773, grad_norm: 3.6081 2020-09-12 11:56:25,716 - mmaction - INFO - Epoch [147][500/627] lr: 6.000e-04, eta: 0:34:48, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.7113, top5_acc: 0.8665, loss_cls: 1.2322, loss: 1.2322, grad_norm: 3.5613 2020-09-12 11:56:46,221 - mmaction - INFO - Epoch [147][520/627] lr: 6.000e-04, eta: 0:34:28, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.7033, top5_acc: 0.8667, loss_cls: 1.2374, loss: 1.2374, grad_norm: 3.5712 2020-09-12 11:57:06,778 - mmaction - INFO - Epoch [147][540/627] lr: 6.000e-04, eta: 0:34:07, time: 1.029, data_time: 0.007, memory: 8470, top1_acc: 0.7057, top5_acc: 0.8651, loss_cls: 1.2436, loss: 1.2436, grad_norm: 3.5726 2020-09-12 11:57:27,392 - mmaction - INFO - Epoch [147][560/627] lr: 6.000e-04, eta: 0:33:46, time: 1.023, data_time: 0.004, memory: 8470, top1_acc: 0.6943, top5_acc: 0.8586, loss_cls: 1.2819, loss: 1.2819, grad_norm: 3.5826 2020-09-12 11:57:47,935 - mmaction - INFO - Epoch [147][580/627] lr: 6.000e-04, eta: 0:33:25, time: 1.032, data_time: 0.017, memory: 8470, top1_acc: 0.6962, top5_acc: 0.8639, loss_cls: 1.2636, loss: 1.2636, grad_norm: 3.5673 2020-09-12 11:58:08,458 - mmaction - INFO - Epoch [147][600/627] lr: 6.000e-04, eta: 0:33:04, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.7030, top5_acc: 0.8622, loss_cls: 1.2470, loss: 1.2470, grad_norm: 3.5511 2020-09-12 11:58:28,960 - mmaction - INFO - Epoch [147][620/627] lr: 6.000e-04, eta: 0:32:44, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6816, top5_acc: 0.8561, loss_cls: 1.3113, loss: 1.3113, grad_norm: 3.6484 2020-09-12 11:59:06,851 - mmaction - INFO - Epoch [148][20/627] lr: 6.000e-04, eta: 0:32:16, time: 1.606, data_time: 0.524, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8652, loss_cls: 1.2628, loss: 1.2628, grad_norm: 3.6278 2020-09-12 11:59:27,281 - mmaction - INFO - Epoch [148][40/627] lr: 6.000e-04, eta: 0:31:55, time: 1.019, data_time: 0.008, memory: 8470, top1_acc: 0.7040, top5_acc: 0.8672, loss_cls: 1.2305, loss: 1.2305, grad_norm: 3.5467 2020-09-12 11:59:47,887 - mmaction - INFO - Epoch [148][60/627] lr: 6.000e-04, eta: 0:31:34, time: 1.035, data_time: 0.009, memory: 8470, top1_acc: 0.7008, top5_acc: 0.8667, loss_cls: 1.2578, loss: 1.2578, grad_norm: 3.5811 2020-09-12 12:00:08,575 - mmaction - INFO - Epoch [148][80/627] lr: 6.000e-04, eta: 0:31:13, time: 1.033, data_time: 0.009, memory: 8470, top1_acc: 0.7089, top5_acc: 0.8659, loss_cls: 1.2329, loss: 1.2329, grad_norm: 3.5182 2020-09-12 12:00:29,443 - mmaction - INFO - Epoch [148][100/627] lr: 6.000e-04, eta: 0:30:52, time: 1.045, data_time: 0.015, memory: 8470, top1_acc: 0.6943, top5_acc: 0.8642, loss_cls: 1.2565, loss: 1.2565, grad_norm: 3.5905 2020-09-12 12:00:50,033 - mmaction - INFO - Epoch [148][120/627] lr: 6.000e-04, eta: 0:30:32, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8652, loss_cls: 1.2388, loss: 1.2388, grad_norm: 3.5787 2020-09-12 12:01:10,740 - mmaction - INFO - Epoch [148][140/627] lr: 6.000e-04, eta: 0:30:11, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8633, loss_cls: 1.2545, loss: 1.2545, grad_norm: 3.5799 2020-09-12 12:01:31,323 - mmaction - INFO - Epoch [148][160/627] lr: 6.000e-04, eta: 0:29:50, time: 1.026, data_time: 0.003, memory: 8470, top1_acc: 0.6913, top5_acc: 0.8624, loss_cls: 1.2816, loss: 1.2816, grad_norm: 3.6688 2020-09-12 12:01:51,791 - mmaction - INFO - Epoch [148][180/627] lr: 6.000e-04, eta: 0:29:29, time: 1.025, data_time: 0.014, memory: 8470, top1_acc: 0.6980, top5_acc: 0.8617, loss_cls: 1.2803, loss: 1.2803, grad_norm: 3.6455 2020-09-12 12:02:12,251 - mmaction - INFO - Epoch [148][200/627] lr: 6.000e-04, eta: 0:29:08, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.7081, top5_acc: 0.8669, loss_cls: 1.2415, loss: 1.2415, grad_norm: 3.5654 2020-09-12 12:02:32,833 - mmaction - INFO - Epoch [148][220/627] lr: 6.000e-04, eta: 0:28:47, time: 1.017, data_time: 0.004, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8689, loss_cls: 1.2433, loss: 1.2433, grad_norm: 3.5683 2020-09-12 12:02:53,410 - mmaction - INFO - Epoch [148][240/627] lr: 6.000e-04, eta: 0:28:27, time: 1.035, data_time: 0.016, memory: 8470, top1_acc: 0.6936, top5_acc: 0.8573, loss_cls: 1.2878, loss: 1.2878, grad_norm: 3.6232 2020-09-12 12:03:14,012 - mmaction - INFO - Epoch [148][260/627] lr: 6.000e-04, eta: 0:28:06, time: 1.032, data_time: 0.020, memory: 8470, top1_acc: 0.7030, top5_acc: 0.8635, loss_cls: 1.2494, loss: 1.2494, grad_norm: 3.5544 2020-09-12 12:03:34,468 - mmaction - INFO - Epoch [148][280/627] lr: 6.000e-04, eta: 0:27:45, time: 1.024, data_time: 0.012, memory: 8470, top1_acc: 0.6956, top5_acc: 0.8613, loss_cls: 1.2706, loss: 1.2706, grad_norm: 3.5999 2020-09-12 12:03:55,121 - mmaction - INFO - Epoch [148][300/627] lr: 6.000e-04, eta: 0:27:24, time: 1.030, data_time: 0.009, memory: 8470, top1_acc: 0.6952, top5_acc: 0.8648, loss_cls: 1.2655, loss: 1.2655, grad_norm: 3.6524 2020-09-12 12:04:15,710 - mmaction - INFO - Epoch [148][320/627] lr: 6.000e-04, eta: 0:27:03, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.7053, top5_acc: 0.8621, loss_cls: 1.2740, loss: 1.2740, grad_norm: 3.5706 2020-09-12 12:04:36,271 - mmaction - INFO - Epoch [148][340/627] lr: 6.000e-04, eta: 0:26:43, time: 1.027, data_time: 0.014, memory: 8470, top1_acc: 0.7081, top5_acc: 0.8691, loss_cls: 1.2352, loss: 1.2352, grad_norm: 3.5836 2020-09-12 12:04:56,862 - mmaction - INFO - Epoch [148][360/627] lr: 6.000e-04, eta: 0:26:22, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.7053, top5_acc: 0.8654, loss_cls: 1.2491, loss: 1.2491, grad_norm: 3.5736 2020-09-12 12:05:17,538 - mmaction - INFO - Epoch [148][380/627] lr: 6.000e-04, eta: 0:26:01, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.7068, top5_acc: 0.8672, loss_cls: 1.2265, loss: 1.2265, grad_norm: 3.5730 2020-09-12 12:05:38,121 - mmaction - INFO - Epoch [148][400/627] lr: 6.000e-04, eta: 0:25:40, time: 1.038, data_time: 0.013, memory: 8470, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2802, loss: 1.2802, grad_norm: 3.6504 2020-09-12 12:05:58,705 - mmaction - INFO - Epoch [148][420/627] lr: 6.000e-04, eta: 0:25:19, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6964, top5_acc: 0.8602, loss_cls: 1.2761, loss: 1.2761, grad_norm: 3.6540 2020-09-12 12:06:19,215 - mmaction - INFO - Epoch [148][440/627] lr: 6.000e-04, eta: 0:24:59, time: 1.025, data_time: 0.002, memory: 8470, top1_acc: 0.6979, top5_acc: 0.8634, loss_cls: 1.2771, loss: 1.2771, grad_norm: 3.6011 2020-09-12 12:06:39,884 - mmaction - INFO - Epoch [148][460/627] lr: 6.000e-04, eta: 0:24:38, time: 1.032, data_time: 0.008, memory: 8470, top1_acc: 0.7014, top5_acc: 0.8656, loss_cls: 1.2491, loss: 1.2491, grad_norm: 3.5635 2020-09-12 12:07:00,479 - mmaction - INFO - Epoch [148][480/627] lr: 6.000e-04, eta: 0:24:17, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.7040, top5_acc: 0.8716, loss_cls: 1.2133, loss: 1.2133, grad_norm: 3.5500 2020-09-12 12:07:21,026 - mmaction - INFO - Epoch [148][500/627] lr: 6.000e-04, eta: 0:23:56, time: 1.030, data_time: 0.010, memory: 8470, top1_acc: 0.7107, top5_acc: 0.8658, loss_cls: 1.2270, loss: 1.2270, grad_norm: 3.5662 2020-09-12 12:07:41,600 - mmaction - INFO - Epoch [148][520/627] lr: 6.000e-04, eta: 0:23:35, time: 1.023, data_time: 0.014, memory: 8470, top1_acc: 0.7027, top5_acc: 0.8664, loss_cls: 1.2372, loss: 1.2372, grad_norm: 3.5241 2020-09-12 12:08:02,077 - mmaction - INFO - Epoch [148][540/627] lr: 6.000e-04, eta: 0:23:15, time: 1.030, data_time: 0.012, memory: 8470, top1_acc: 0.6973, top5_acc: 0.8689, loss_cls: 1.2659, loss: 1.2659, grad_norm: 3.6038 2020-09-12 12:08:22,629 - mmaction - INFO - Epoch [148][560/627] lr: 6.000e-04, eta: 0:22:54, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.7039, top5_acc: 0.8656, loss_cls: 1.2557, loss: 1.2557, grad_norm: 3.5671 2020-09-12 12:08:43,284 - mmaction - INFO - Epoch [148][580/627] lr: 6.000e-04, eta: 0:22:33, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.7013, top5_acc: 0.8652, loss_cls: 1.2317, loss: 1.2317, grad_norm: 3.5401 2020-09-12 12:09:03,854 - mmaction - INFO - Epoch [148][600/627] lr: 6.000e-04, eta: 0:22:12, time: 1.024, data_time: 0.011, memory: 8470, top1_acc: 0.7027, top5_acc: 0.8704, loss_cls: 1.2281, loss: 1.2281, grad_norm: 3.5334 2020-09-12 12:09:24,324 - mmaction - INFO - Epoch [148][620/627] lr: 6.000e-04, eta: 0:21:51, time: 1.023, data_time: 0.022, memory: 8470, top1_acc: 0.6988, top5_acc: 0.8681, loss_cls: 1.2653, loss: 1.2653, grad_norm: 3.5861 2020-09-12 12:10:38,320 - mmaction - INFO - Epoch [149][20/627] lr: 6.000e-04, eta: 0:21:24, time: 3.137, data_time: 2.053, memory: 8470, top1_acc: 0.7010, top5_acc: 0.8598, loss_cls: 1.2718, loss: 1.2718, grad_norm: 3.6165 2020-09-12 12:10:58,857 - mmaction - INFO - Epoch [149][40/627] lr: 6.000e-04, eta: 0:21:03, time: 1.027, data_time: 0.014, memory: 8470, top1_acc: 0.7049, top5_acc: 0.8715, loss_cls: 1.2305, loss: 1.2305, grad_norm: 3.5804 2020-09-12 12:11:19,378 - mmaction - INFO - Epoch [149][60/627] lr: 6.000e-04, eta: 0:20:42, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.7040, top5_acc: 0.8680, loss_cls: 1.2452, loss: 1.2452, grad_norm: 3.5756 2020-09-12 12:11:39,984 - mmaction - INFO - Epoch [149][80/627] lr: 6.000e-04, eta: 0:20:21, time: 1.030, data_time: 0.007, memory: 8470, top1_acc: 0.6878, top5_acc: 0.8561, loss_cls: 1.3084, loss: 1.3084, grad_norm: 3.6511 2020-09-12 12:12:00,546 - mmaction - INFO - Epoch [149][100/627] lr: 6.000e-04, eta: 0:20:00, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.7096, top5_acc: 0.8728, loss_cls: 1.2084, loss: 1.2084, grad_norm: 3.5310 2020-09-12 12:12:21,042 - mmaction - INFO - Epoch [149][120/627] lr: 6.000e-04, eta: 0:19:40, time: 1.025, data_time: 0.007, memory: 8470, top1_acc: 0.6956, top5_acc: 0.8659, loss_cls: 1.2565, loss: 1.2565, grad_norm: 3.6172 2020-09-12 12:12:41,595 - mmaction - INFO - Epoch [149][140/627] lr: 6.000e-04, eta: 0:19:19, time: 1.020, data_time: 0.006, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8641, loss_cls: 1.2851, loss: 1.2851, grad_norm: 3.6367 2020-09-12 12:13:02,266 - mmaction - INFO - Epoch [149][160/627] lr: 6.000e-04, eta: 0:18:58, time: 1.038, data_time: 0.018, memory: 8470, top1_acc: 0.7010, top5_acc: 0.8714, loss_cls: 1.2363, loss: 1.2363, grad_norm: 3.5787 2020-09-12 12:13:22,891 - mmaction - INFO - Epoch [149][180/627] lr: 6.000e-04, eta: 0:18:37, time: 1.035, data_time: 0.008, memory: 8470, top1_acc: 0.6982, top5_acc: 0.8622, loss_cls: 1.2624, loss: 1.2624, grad_norm: 3.5892 2020-09-12 12:13:43,399 - mmaction - INFO - Epoch [149][200/627] lr: 6.000e-04, eta: 0:18:16, time: 1.026, data_time: 0.012, memory: 8470, top1_acc: 0.6947, top5_acc: 0.8608, loss_cls: 1.2546, loss: 1.2546, grad_norm: 3.6059 2020-09-12 12:14:04,139 - mmaction - INFO - Epoch [149][220/627] lr: 6.000e-04, eta: 0:17:55, time: 1.037, data_time: 0.010, memory: 8470, top1_acc: 0.7018, top5_acc: 0.8645, loss_cls: 1.2617, loss: 1.2617, grad_norm: 3.6214 2020-09-12 12:14:24,700 - mmaction - INFO - Epoch [149][240/627] lr: 6.000e-04, eta: 0:17:35, time: 1.027, data_time: 0.004, memory: 8470, top1_acc: 0.7000, top5_acc: 0.8647, loss_cls: 1.2509, loss: 1.2509, grad_norm: 3.6018 2020-09-12 12:14:45,239 - mmaction - INFO - Epoch [149][260/627] lr: 6.000e-04, eta: 0:17:14, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.6983, top5_acc: 0.8669, loss_cls: 1.2522, loss: 1.2522, grad_norm: 3.6217 2020-09-12 12:15:05,932 - mmaction - INFO - Epoch [149][280/627] lr: 6.000e-04, eta: 0:16:53, time: 1.034, data_time: 0.004, memory: 8470, top1_acc: 0.6954, top5_acc: 0.8605, loss_cls: 1.2679, loss: 1.2679, grad_norm: 3.5624 2020-09-12 12:15:26,399 - mmaction - INFO - Epoch [149][300/627] lr: 6.000e-04, eta: 0:16:32, time: 1.024, data_time: 0.006, memory: 8470, top1_acc: 0.7023, top5_acc: 0.8738, loss_cls: 1.2215, loss: 1.2215, grad_norm: 3.5820 2020-09-12 12:15:46,948 - mmaction - INFO - Epoch [149][320/627] lr: 6.000e-04, eta: 0:16:11, time: 1.028, data_time: 0.004, memory: 8470, top1_acc: 0.6979, top5_acc: 0.8621, loss_cls: 1.2558, loss: 1.2558, grad_norm: 3.5902 2020-09-12 12:16:07,551 - mmaction - INFO - Epoch [149][340/627] lr: 6.000e-04, eta: 0:15:51, time: 1.025, data_time: 0.004, memory: 8470, top1_acc: 0.6992, top5_acc: 0.8686, loss_cls: 1.2568, loss: 1.2568, grad_norm: 3.6301 2020-09-12 12:16:28,130 - mmaction - INFO - Epoch [149][360/627] lr: 6.000e-04, eta: 0:15:30, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.6904, top5_acc: 0.8635, loss_cls: 1.2774, loss: 1.2774, grad_norm: 3.6612 2020-09-12 12:16:48,747 - mmaction - INFO - Epoch [149][380/627] lr: 6.000e-04, eta: 0:15:09, time: 1.031, data_time: 0.008, memory: 8470, top1_acc: 0.6999, top5_acc: 0.8620, loss_cls: 1.2756, loss: 1.2756, grad_norm: 3.6241 2020-09-12 12:17:09,320 - mmaction - INFO - Epoch [149][400/627] lr: 6.000e-04, eta: 0:14:48, time: 1.027, data_time: 0.007, memory: 8470, top1_acc: 0.7039, top5_acc: 0.8701, loss_cls: 1.2301, loss: 1.2301, grad_norm: 3.5803 2020-09-12 12:17:29,953 - mmaction - INFO - Epoch [149][420/627] lr: 6.000e-04, eta: 0:14:27, time: 1.031, data_time: 0.013, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8634, loss_cls: 1.2575, loss: 1.2575, grad_norm: 3.6266 2020-09-12 12:17:50,549 - mmaction - INFO - Epoch [149][440/627] lr: 6.000e-04, eta: 0:14:07, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.7023, top5_acc: 0.8642, loss_cls: 1.2578, loss: 1.2578, grad_norm: 3.6125 2020-09-12 12:18:11,129 - mmaction - INFO - Epoch [149][460/627] lr: 6.000e-04, eta: 0:13:46, time: 1.032, data_time: 0.014, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8637, loss_cls: 1.2743, loss: 1.2743, grad_norm: 3.6342 2020-09-12 12:18:31,808 - mmaction - INFO - Epoch [149][480/627] lr: 6.000e-04, eta: 0:13:25, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.6940, top5_acc: 0.8638, loss_cls: 1.2651, loss: 1.2651, grad_norm: 3.5956 2020-09-12 12:18:52,381 - mmaction - INFO - Epoch [149][500/627] lr: 6.000e-04, eta: 0:13:04, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.7029, top5_acc: 0.8682, loss_cls: 1.2309, loss: 1.2309, grad_norm: 3.5550 2020-09-12 12:19:12,838 - mmaction - INFO - Epoch [149][520/627] lr: 6.000e-04, eta: 0:12:43, time: 1.026, data_time: 0.009, memory: 8470, top1_acc: 0.6992, top5_acc: 0.8658, loss_cls: 1.2574, loss: 1.2574, grad_norm: 3.6103 2020-09-12 12:19:33,378 - mmaction - INFO - Epoch [149][540/627] lr: 6.000e-04, eta: 0:12:22, time: 1.027, data_time: 0.006, memory: 8470, top1_acc: 0.7007, top5_acc: 0.8728, loss_cls: 1.2228, loss: 1.2228, grad_norm: 3.6051 2020-09-12 12:19:53,935 - mmaction - INFO - Epoch [149][560/627] lr: 6.000e-04, eta: 0:12:02, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.7001, top5_acc: 0.8684, loss_cls: 1.2446, loss: 1.2446, grad_norm: 3.6124 2020-09-12 12:20:14,547 - mmaction - INFO - Epoch [149][580/627] lr: 6.000e-04, eta: 0:11:41, time: 1.033, data_time: 0.008, memory: 8470, top1_acc: 0.7005, top5_acc: 0.8684, loss_cls: 1.2335, loss: 1.2335, grad_norm: 3.5914 2020-09-12 12:20:35,056 - mmaction - INFO - Epoch [149][600/627] lr: 6.000e-04, eta: 0:11:20, time: 1.022, data_time: 0.003, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8643, loss_cls: 1.2796, loss: 1.2796, grad_norm: 3.6934 2020-09-12 12:20:55,744 - mmaction - INFO - Epoch [149][620/627] lr: 6.000e-04, eta: 0:10:59, time: 1.026, data_time: 0.005, memory: 8470, top1_acc: 0.7013, top5_acc: 0.8654, loss_cls: 1.2458, loss: 1.2458, grad_norm: 3.5943 2020-09-12 12:21:33,403 - mmaction - INFO - Epoch [150][20/627] lr: 6.000e-04, eta: 0:10:31, time: 1.597, data_time: 0.457, memory: 8470, top1_acc: 0.7000, top5_acc: 0.8652, loss_cls: 1.2642, loss: 1.2642, grad_norm: 3.5969 2020-09-12 12:21:53,990 - mmaction - INFO - Epoch [150][40/627] lr: 6.000e-04, eta: 0:10:10, time: 1.027, data_time: 0.008, memory: 8470, top1_acc: 0.7008, top5_acc: 0.8626, loss_cls: 1.2708, loss: 1.2708, grad_norm: 3.6100 2020-09-12 12:22:14,541 - mmaction - INFO - Epoch [150][60/627] lr: 6.000e-04, eta: 0:09:50, time: 1.029, data_time: 0.014, memory: 8470, top1_acc: 0.7020, top5_acc: 0.8634, loss_cls: 1.2489, loss: 1.2489, grad_norm: 3.5607 2020-09-12 12:22:35,195 - mmaction - INFO - Epoch [150][80/627] lr: 6.000e-04, eta: 0:09:29, time: 1.033, data_time: 0.007, memory: 8470, top1_acc: 0.7089, top5_acc: 0.8668, loss_cls: 1.2299, loss: 1.2299, grad_norm: 3.5415 2020-09-12 12:22:55,736 - mmaction - INFO - Epoch [150][100/627] lr: 6.000e-04, eta: 0:09:08, time: 1.022, data_time: 0.004, memory: 8470, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2635, loss: 1.2635, grad_norm: 3.6301 2020-09-12 12:23:16,304 - mmaction - INFO - Epoch [150][120/627] lr: 6.000e-04, eta: 0:08:47, time: 1.029, data_time: 0.011, memory: 8470, top1_acc: 0.7070, top5_acc: 0.8697, loss_cls: 1.2383, loss: 1.2383, grad_norm: 3.6138 2020-09-12 12:23:36,887 - mmaction - INFO - Epoch [150][140/627] lr: 6.000e-04, eta: 0:08:26, time: 1.031, data_time: 0.009, memory: 8470, top1_acc: 0.7048, top5_acc: 0.8738, loss_cls: 1.2339, loss: 1.2339, grad_norm: 3.5773 2020-09-12 12:23:57,357 - mmaction - INFO - Epoch [150][160/627] lr: 6.000e-04, eta: 0:08:05, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.7035, top5_acc: 0.8712, loss_cls: 1.2164, loss: 1.2164, grad_norm: 3.5412 2020-09-12 12:24:17,899 - mmaction - INFO - Epoch [150][180/627] lr: 6.000e-04, eta: 0:07:45, time: 1.025, data_time: 0.005, memory: 8470, top1_acc: 0.6983, top5_acc: 0.8658, loss_cls: 1.2602, loss: 1.2602, grad_norm: 3.6217 2020-09-12 12:24:38,538 - mmaction - INFO - Epoch [150][200/627] lr: 6.000e-04, eta: 0:07:24, time: 1.035, data_time: 0.012, memory: 8470, top1_acc: 0.6932, top5_acc: 0.8676, loss_cls: 1.2435, loss: 1.2435, grad_norm: 3.6101 2020-09-12 12:24:59,051 - mmaction - INFO - Epoch [150][220/627] lr: 6.000e-04, eta: 0:07:03, time: 1.025, data_time: 0.002, memory: 8470, top1_acc: 0.7033, top5_acc: 0.8637, loss_cls: 1.2478, loss: 1.2478, grad_norm: 3.5905 2020-09-12 12:25:19,620 - mmaction - INFO - Epoch [150][240/627] lr: 6.000e-04, eta: 0:06:42, time: 1.029, data_time: 0.002, memory: 8470, top1_acc: 0.7112, top5_acc: 0.8759, loss_cls: 1.2143, loss: 1.2143, grad_norm: 3.5655 2020-09-12 12:25:40,209 - mmaction - INFO - Epoch [150][260/627] lr: 6.000e-04, eta: 0:06:21, time: 1.026, data_time: 0.010, memory: 8470, top1_acc: 0.6934, top5_acc: 0.8598, loss_cls: 1.2814, loss: 1.2814, grad_norm: 3.6551 2020-09-12 12:26:00,662 - mmaction - INFO - Epoch [150][280/627] lr: 6.000e-04, eta: 0:06:01, time: 1.025, data_time: 0.006, memory: 8470, top1_acc: 0.7013, top5_acc: 0.8681, loss_cls: 1.2437, loss: 1.2437, grad_norm: 3.6153 2020-09-12 12:26:21,205 - mmaction - INFO - Epoch [150][300/627] lr: 6.000e-04, eta: 0:05:40, time: 1.026, data_time: 0.007, memory: 8470, top1_acc: 0.7030, top5_acc: 0.8621, loss_cls: 1.2588, loss: 1.2588, grad_norm: 3.6260 2020-09-12 12:26:41,837 - mmaction - INFO - Epoch [150][320/627] lr: 6.000e-04, eta: 0:05:19, time: 1.029, data_time: 0.006, memory: 8470, top1_acc: 0.7013, top5_acc: 0.8625, loss_cls: 1.2624, loss: 1.2624, grad_norm: 3.5532 2020-09-12 12:27:02,358 - mmaction - INFO - Epoch [150][340/627] lr: 6.000e-04, eta: 0:04:58, time: 1.031, data_time: 0.011, memory: 8470, top1_acc: 0.7029, top5_acc: 0.8652, loss_cls: 1.2413, loss: 1.2413, grad_norm: 3.6131 2020-09-12 12:27:22,917 - mmaction - INFO - Epoch [150][360/627] lr: 6.000e-04, eta: 0:04:37, time: 1.017, data_time: 0.006, memory: 8470, top1_acc: 0.7017, top5_acc: 0.8686, loss_cls: 1.2443, loss: 1.2443, grad_norm: 3.6040 2020-09-12 12:27:43,389 - mmaction - INFO - Epoch [150][380/627] lr: 6.000e-04, eta: 0:04:17, time: 1.034, data_time: 0.016, memory: 8470, top1_acc: 0.7021, top5_acc: 0.8674, loss_cls: 1.2456, loss: 1.2456, grad_norm: 3.5940 2020-09-12 12:28:03,943 - mmaction - INFO - Epoch [150][400/627] lr: 6.000e-04, eta: 0:03:56, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.7047, top5_acc: 0.8652, loss_cls: 1.2363, loss: 1.2363, grad_norm: 3.5801 2020-09-12 12:28:24,477 - mmaction - INFO - Epoch [150][420/627] lr: 6.000e-04, eta: 0:03:35, time: 1.020, data_time: 0.008, memory: 8470, top1_acc: 0.6996, top5_acc: 0.8680, loss_cls: 1.2363, loss: 1.2363, grad_norm: 3.5834 2020-09-12 12:28:45,143 - mmaction - INFO - Epoch [150][440/627] lr: 6.000e-04, eta: 0:03:14, time: 1.039, data_time: 0.011, memory: 8470, top1_acc: 0.7014, top5_acc: 0.8641, loss_cls: 1.2582, loss: 1.2582, grad_norm: 3.6135 2020-09-12 12:29:05,601 - mmaction - INFO - Epoch [150][460/627] lr: 6.000e-04, eta: 0:02:53, time: 1.023, data_time: 0.006, memory: 8470, top1_acc: 0.6965, top5_acc: 0.8604, loss_cls: 1.2825, loss: 1.2825, grad_norm: 3.6971 2020-09-12 12:29:26,270 - mmaction - INFO - Epoch [150][480/627] lr: 6.000e-04, eta: 0:02:32, time: 1.034, data_time: 0.006, memory: 8470, top1_acc: 0.6973, top5_acc: 0.8710, loss_cls: 1.2481, loss: 1.2481, grad_norm: 3.6204 2020-09-12 12:29:46,856 - mmaction - INFO - Epoch [150][500/627] lr: 6.000e-04, eta: 0:02:12, time: 1.024, data_time: 0.004, memory: 8470, top1_acc: 0.7020, top5_acc: 0.8676, loss_cls: 1.2411, loss: 1.2411, grad_norm: 3.6134 2020-09-12 12:30:07,498 - mmaction - INFO - Epoch [150][520/627] lr: 6.000e-04, eta: 0:01:51, time: 1.038, data_time: 0.011, memory: 8470, top1_acc: 0.7018, top5_acc: 0.8699, loss_cls: 1.2272, loss: 1.2272, grad_norm: 3.6282 2020-09-12 12:30:28,003 - mmaction - INFO - Epoch [150][540/627] lr: 6.000e-04, eta: 0:01:30, time: 1.019, data_time: 0.004, memory: 8470, top1_acc: 0.7034, top5_acc: 0.8671, loss_cls: 1.2385, loss: 1.2385, grad_norm: 3.6023 2020-09-12 12:30:48,607 - mmaction - INFO - Epoch [150][560/627] lr: 6.000e-04, eta: 0:01:09, time: 1.036, data_time: 0.008, memory: 8470, top1_acc: 0.6983, top5_acc: 0.8647, loss_cls: 1.2662, loss: 1.2662, grad_norm: 3.6644 2020-09-12 12:31:09,154 - mmaction - INFO - Epoch [150][580/627] lr: 6.000e-04, eta: 0:00:48, time: 1.026, data_time: 0.004, memory: 8470, top1_acc: 0.6945, top5_acc: 0.8638, loss_cls: 1.2568, loss: 1.2568, grad_norm: 3.6056 2020-09-12 12:31:29,773 - mmaction - INFO - Epoch [150][600/627] lr: 6.000e-04, eta: 0:00:28, time: 1.032, data_time: 0.005, memory: 8470, top1_acc: 0.6990, top5_acc: 0.8663, loss_cls: 1.2540, loss: 1.2540, grad_norm: 3.6398 2020-09-12 12:31:50,297 - mmaction - INFO - Epoch [150][620/627] lr: 6.000e-04, eta: 0:00:07, time: 1.018, data_time: 0.002, memory: 8470, top1_acc: 0.6993, top5_acc: 0.8678, loss_cls: 1.2479, loss: 1.2479, grad_norm: 3.6551 2020-09-12 12:31:56,043 - mmaction - INFO - Saving checkpoint at 150 epochs